Decompose good/bad selection split across frozen surfaces
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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||||
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|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp4_ep1_mns128/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp4_ep1_mns128/trial3/results/result.json"
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"tpot_p90_ms": 64.87020396877685,
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||||
"trials": [
|
||||
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|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp4_ep1_mns64/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp4_ep1_mns64/trial3/results/result.json"
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||||
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"ttft_mean_ms": 31557.98602907994,
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||||
"e2e_mean_ms": 182457.35910624202,
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"e2e_p90_ms": 318000.89644105174,
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"tpot_mean_ms": 61.88514020253078,
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||||
"tpot_p90_ms": 78.6175951982538,
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||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp8_ep8_mns128/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp8_ep8_mns128/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp8_ep8_mns128/trial3/results/result.json"
|
||||
],
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"ttft_p90_ms": 2616.6939180111513
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||||
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||||
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|
||||
"e2e_mean_ms": 181341.34550937495,
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"e2e_p90_ms": 299389.4552709535,
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||||
"tpot_mean_ms": 45.89371812653489,
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||||
"tpot_p90_ms": 51.37046630467056,
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||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp8_ep8_mns64/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp8_ep8_mns64/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-pd/real/tp8_ep8_mns64/trial3/results/result.json"
|
||||
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||||
"ttft_mean_ms": 37215.26084531421,
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||||
"ttft_p90_ms": 132333.42359995004
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||||
}
|
||||
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|
||||
"sim": {
|
||||
"tp4_ep1_mns128": {
|
||||
"e2e_mean_ms": 350485.31604335306,
|
||||
"e2e_p50_ms": 329886.2419457557,
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||||
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||||
"e2e_p95_ms": 719028.7082294676,
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||||
"tpot_mean_ms": 92.88846066050185,
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||||
"tpot_p50_ms": 91.14780565610876,
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||||
"tpot_p90_ms": 104.48481783284998,
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||||
"tpot_p95_ms": 117.7639165127043,
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||||
"ttft_mean_ms": 51997.2508135414,
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||||
"ttft_p50_ms": 915.3872825012286,
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||||
"ttft_p90_ms": 175964.46056759413,
|
||||
"ttft_p95_ms": 254194.45368846075
|
||||
},
|
||||
"tp4_ep1_mns64": {
|
||||
"e2e_mean_ms": 350205.0884431818,
|
||||
"e2e_p50_ms": 345577.391630324,
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||||
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||||
"e2e_p95_ms": 709831.5675796239,
|
||||
"tpot_mean_ms": 86.77595832694777,
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||||
"tpot_p50_ms": 87.01966249041537,
|
||||
"tpot_p90_ms": 95.27552612769624,
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||||
"tpot_p95_ms": 98.22236811591964,
|
||||
"ttft_mean_ms": 64276.51238724817,
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||||
"ttft_p50_ms": 2913.567965463905,
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||||
"ttft_p90_ms": 231348.6370051864,
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||||
"ttft_p95_ms": 250924.94176651328
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||||
},
|
||||
"tp8_ep8_mns128": {
|
||||
"e2e_mean_ms": 197537.45276613487,
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||||
"e2e_p50_ms": 184538.43666142275,
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||||
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||||
"e2e_p95_ms": 426676.71753314673,
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||||
"tpot_mean_ms": 62.78094439594437,
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||||
"tpot_p50_ms": 61.98322714624318,
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||||
"tpot_p90_ms": 73.38270919472093,
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||||
"tpot_p95_ms": 79.82017533221833,
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||||
"ttft_mean_ms": 496.4562724801789,
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||||
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||||
"ttft_p90_ms": 1185.2339118913733,
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||||
"ttft_p95_ms": 1563.6528594879735
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||||
},
|
||||
"tp8_ep8_mns64": {
|
||||
"e2e_mean_ms": 230232.00122833299,
|
||||
"e2e_p50_ms": 225231.54242404614,
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||||
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||||
"e2e_p95_ms": 451116.17307457025,
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||||
"tpot_mean_ms": 56.01681518539994,
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||||
"tpot_p50_ms": 56.94928232211729,
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||||
"tpot_p90_ms": 60.38839798597023,
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||||
"tpot_p95_ms": 62.67163079918898,
|
||||
"ttft_mean_ms": 46908.98176860714,
|
||||
"ttft_p50_ms": 1623.170360660838,
|
||||
"ttft_p90_ms": 166051.82069777363,
|
||||
"ttft_p95_ms": 181013.0283352888
|
||||
}
|
||||
}
|
||||
},
|
||||
"trace-po": {
|
||||
"comparison": {
|
||||
"e2e_mean_ms": {
|
||||
"informative_pairs": 6,
|
||||
"pair_direction_agreement": 0.6666666666666666,
|
||||
"real_winner": "tp8_ep8_mns128",
|
||||
"reversals": [
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp4_ep1_mns128"
|
||||
],
|
||||
[
|
||||
"tp8_ep8_mns64",
|
||||
"tp8_ep8_mns128"
|
||||
]
|
||||
],
|
||||
"selected_real_regret": 0.0137482658615673,
|
||||
"sim_winner": "tp8_ep8_mns64",
|
||||
"winner_match": false
|
||||
},
|
||||
"e2e_p90_ms": {
|
||||
"informative_pairs": 4,
|
||||
"pair_direction_agreement": 1.0,
|
||||
"real_winner": "tp8_ep8_mns64",
|
||||
"reversals": [],
|
||||
"selected_real_regret": 0.0025194410024500513,
|
||||
"sim_winner": "tp8_ep8_mns128",
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_mean_ms": {
|
||||
"informative_pairs": 6,
|
||||
"pair_direction_agreement": 0.6666666666666666,
|
||||
"real_winner": "tp8_ep8_mns128",
|
||||
"reversals": [
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp4_ep1_mns128"
|
||||
],
|
||||
[
|
||||
"tp8_ep8_mns64",
|
||||
"tp8_ep8_mns128"
|
||||
]
|
||||
],
|
||||
"selected_real_regret": 0.013750984200462835,
|
||||
"sim_winner": "tp8_ep8_mns64",
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_p90_ms": {
|
||||
"informative_pairs": 4,
|
||||
"pair_direction_agreement": 1.0,
|
||||
"real_winner": "tp8_ep8_mns64",
|
||||
"reversals": [],
|
||||
"selected_real_regret": 0.002607797240047338,
|
||||
"sim_winner": "tp8_ep8_mns128",
|
||||
"winner_match": false
|
||||
}
|
||||
},
|
||||
"real": {
|
||||
"tp4_ep1_mns128": {
|
||||
"e2e_mean_ms": 1083.6389664896267,
|
||||
"e2e_p90_ms": 3156.966591021046,
|
||||
"request_samples": 387,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns128/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns128/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns128/trial3/results/result.json"
|
||||
],
|
||||
"ttft_mean_ms": 1083.561832460368,
|
||||
"ttft_p90_ms": 3156.9307829486206
|
||||
},
|
||||
"tp4_ep1_mns64": {
|
||||
"e2e_mean_ms": 1102.0341126990652,
|
||||
"e2e_p90_ms": 3162.989347940311,
|
||||
"request_samples": 387,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns64/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns64/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns64/trial3/results/result.json"
|
||||
],
|
||||
"ttft_mean_ms": 1101.9558890756384,
|
||||
"ttft_p90_ms": 3162.9534389358014
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||||
},
|
||||
"tp8_ep8_mns128": {
|
||||
"e2e_mean_ms": 1029.581229927413,
|
||||
"e2e_p90_ms": 2612.0267439400777,
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||||
"request_samples": 387,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns128/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns128/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns128/trial3/results/result.json"
|
||||
],
|
||||
"ttft_mean_ms": 1029.4865175674956,
|
||||
"ttft_p90_ms": 2611.9744409807026
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||||
},
|
||||
"tp8_ep8_mns64": {
|
||||
"e2e_mean_ms": 1043.7361864025345,
|
||||
"e2e_p90_ms": 2605.4624350508675,
|
||||
"request_samples": 387,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns64/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns64/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns64/trial3/results/result.json"
|
||||
],
|
||||
"ttft_mean_ms": 1043.6429704051557,
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||||
"ttft_p90_ms": 2605.180658050813
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||||
}
|
||||
},
|
||||
"sim": {
|
||||
"tp4_ep1_mns128": {
|
||||
"e2e_mean_ms": 698.2455408721717,
|
||||
"e2e_p50_ms": 208.8217362068434,
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||||
"e2e_p90_ms": 2102.42229741975,
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||||
"e2e_p95_ms": 2868.6579248910534,
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||||
"tpot_mean_ms": null,
|
||||
"tpot_p50_ms": null,
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
"ttft_p90_ms": 2102.42229741975,
|
||||
"ttft_p95_ms": 2868.6579248910534
|
||||
},
|
||||
"tp4_ep1_mns64": {
|
||||
"e2e_mean_ms": 698.0132356513792,
|
||||
"e2e_p50_ms": 208.8217362068434,
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||||
"e2e_p90_ms": 2102.42229741975,
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||||
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|
||||
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||||
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||||
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|
||||
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|
||||
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|
||||
"ttft_p50_ms": 208.8217362068434,
|
||||
"ttft_p90_ms": 2102.42229741975,
|
||||
"ttft_p95_ms": 2868.6579248910534
|
||||
},
|
||||
"tp8_ep8_mns128": {
|
||||
"e2e_mean_ms": 487.42679595918156,
|
||||
"e2e_p50_ms": 253.39288448911512,
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||||
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
"ttft_p95_ms": 1656.1837032209396
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||||
},
|
||||
"tp8_ep8_mns64": {
|
||||
"e2e_mean_ms": 487.3699604726311,
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||||
"e2e_p50_ms": 253.41330144894124,
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||||
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||||
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||||
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||||
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||||
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|
||||
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|
||||
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|
||||
"ttft_p50_ms": 253.41330144894124,
|
||||
"ttft_p90_ms": 1264.1466431938486,
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||||
"ttft_p95_ms": 1656.1837032209396
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||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"real_root": "/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1",
|
||||
"schema": "qwen235-v020-simulator-real-comparison-v1",
|
||||
"sim_root": "/home/admin/cpfs/wjh/aituner/qwen235-collective-profile-ablation-20260719-r1"
|
||||
}
|
||||
@@ -0,0 +1,24 @@
|
||||
# Qwen235 vLLM 0.20 Frontier vs real
|
||||
|
||||
| case | metric | Frontier winner | real winner | match | regret | pair agreement |
|
||||
|---|---|---|---|---:|---:|---:|
|
||||
| fixed-pd | ttft_mean_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 100.0% |
|
||||
| fixed-pd | ttft_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns64 | no | 0.2% | 100.0% |
|
||||
| fixed-pd | tpot_mean_ms | tp8_ep8_mns128 | tp4_ep1_mns128 | no | 33.0% | 0.0% |
|
||||
| fixed-pd | tpot_p90_ms | tp8_ep8_mns128 | tp4_ep1_mns128 | no | 37.2% | 0.0% |
|
||||
| fixed-pd | e2e_mean_ms | tp8_ep8_mns128 | tp4_ep1_mns128 | no | 30.7% | 0.0% |
|
||||
| fixed-pd | e2e_p90_ms | tp8_ep8_mns128 | tp4_ep1_mns128 | no | 34.6% | 0.0% |
|
||||
| fixed-po | ttft_mean_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 100.0% |
|
||||
| fixed-po | ttft_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 100.0% |
|
||||
| fixed-po | e2e_mean_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 100.0% |
|
||||
| fixed-po | e2e_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 100.0% |
|
||||
| trace-pd | ttft_mean_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 66.7% |
|
||||
| trace-pd | ttft_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 66.7% |
|
||||
| trace-pd | tpot_mean_ms | tp8_ep8_mns64 | tp8_ep8_mns64 | yes | 0.0% | 66.7% |
|
||||
| trace-pd | tpot_p90_ms | tp8_ep8_mns64 | tp8_ep8_mns64 | yes | 0.0% | 66.7% |
|
||||
| trace-pd | e2e_mean_ms | tp8_ep8_mns128 | tp8_ep8_mns64 | no | 0.6% | 83.3% |
|
||||
| trace-pd | e2e_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns64 | no | 6.2% | 83.3% |
|
||||
| trace-po | ttft_mean_ms | tp8_ep8_mns64 | tp8_ep8_mns128 | no | 1.4% | 66.7% |
|
||||
| trace-po | ttft_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns64 | no | 0.3% | 100.0% |
|
||||
| trace-po | e2e_mean_ms | tp8_ep8_mns64 | tp8_ep8_mns128 | no | 1.4% | 66.7% |
|
||||
| trace-po | e2e_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns64 | no | 0.3% | 100.0% |
|
||||
@@ -0,0 +1,952 @@
|
||||
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|
||||
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|
||||
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||||
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||||
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||||
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||||
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||||
"winner_match": false
|
||||
},
|
||||
"e2e_p90_ms": {
|
||||
"informative_pairs": 4,
|
||||
"pair_direction_agreement": 0.0,
|
||||
"real_winner": "tp8_ep8_mns64",
|
||||
"reversals": [
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp8_ep8_mns64"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp8_ep8_mns128"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns128",
|
||||
"tp8_ep8_mns64"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns128",
|
||||
"tp8_ep8_mns128"
|
||||
]
|
||||
],
|
||||
"selected_real_regret": 0.21167227304868486,
|
||||
"sim_winner": "tp4_ep1_mns128",
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_mean_ms": {
|
||||
"informative_pairs": 6,
|
||||
"pair_direction_agreement": 0.0,
|
||||
"real_winner": "tp8_ep8_mns128",
|
||||
"reversals": [
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp4_ep1_mns128"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp8_ep8_mns64"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp8_ep8_mns128"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns128",
|
||||
"tp8_ep8_mns64"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns128",
|
||||
"tp8_ep8_mns128"
|
||||
],
|
||||
[
|
||||
"tp8_ep8_mns64",
|
||||
"tp8_ep8_mns128"
|
||||
]
|
||||
],
|
||||
"selected_real_regret": 0.07039370625209918,
|
||||
"sim_winner": "tp4_ep1_mns64",
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_p90_ms": {
|
||||
"informative_pairs": 4,
|
||||
"pair_direction_agreement": 0.0,
|
||||
"real_winner": "tp8_ep8_mns64",
|
||||
"reversals": [
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp8_ep8_mns64"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns64",
|
||||
"tp8_ep8_mns128"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns128",
|
||||
"tp8_ep8_mns64"
|
||||
],
|
||||
[
|
||||
"tp4_ep1_mns128",
|
||||
"tp8_ep8_mns128"
|
||||
]
|
||||
],
|
||||
"selected_real_regret": 0.2117895828808376,
|
||||
"sim_winner": "tp4_ep1_mns128",
|
||||
"winner_match": false
|
||||
}
|
||||
},
|
||||
"real": {
|
||||
"tp4_ep1_mns128": {
|
||||
"e2e_mean_ms": 1083.6389664896267,
|
||||
"e2e_p90_ms": 3156.966591021046,
|
||||
"request_samples": 387,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns128/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns128/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns128/trial3/results/result.json"
|
||||
],
|
||||
"ttft_mean_ms": 1083.561832460368,
|
||||
"ttft_p90_ms": 3156.9307829486206
|
||||
},
|
||||
"tp4_ep1_mns64": {
|
||||
"e2e_mean_ms": 1102.0341126990652,
|
||||
"e2e_p90_ms": 3162.989347940311,
|
||||
"request_samples": 387,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns64/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns64/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp4_ep1_mns64/trial3/results/result.json"
|
||||
],
|
||||
"ttft_mean_ms": 1101.9558890756384,
|
||||
"ttft_p90_ms": 3162.9534389358014
|
||||
},
|
||||
"tp8_ep8_mns128": {
|
||||
"e2e_mean_ms": 1029.581229927413,
|
||||
"e2e_p90_ms": 2612.0267439400777,
|
||||
"request_samples": 387,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns128/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns128/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns128/trial3/results/result.json"
|
||||
],
|
||||
"ttft_mean_ms": 1029.4865175674956,
|
||||
"ttft_p90_ms": 2611.9744409807026
|
||||
},
|
||||
"tp8_ep8_mns64": {
|
||||
"e2e_mean_ms": 1043.7361864025345,
|
||||
"e2e_p90_ms": 2605.4624350508675,
|
||||
"request_samples": 387,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"trials": [
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns64/trial1/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns64/trial2/results/result.json",
|
||||
"/home/admin/cpfs/wjh/aituner/qwen235-v020-fourcase-20260719-r1/real/trace-po/real/tp8_ep8_mns64/trial3/results/result.json"
|
||||
],
|
||||
"ttft_mean_ms": 1043.6429704051557,
|
||||
"ttft_p90_ms": 2605.180658050813
|
||||
}
|
||||
},
|
||||
"sim": {
|
||||
"tp4_ep1_mns128": {
|
||||
"e2e_mean_ms": 691.7873605232029,
|
||||
"e2e_p50_ms": 211.81272326305088,
|
||||
"e2e_p90_ms": 2068.417017674378,
|
||||
"e2e_p95_ms": 2843.8890088954663,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p50_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"tpot_p95_ms": null,
|
||||
"ttft_mean_ms": 691.7873605232029,
|
||||
"ttft_p50_ms": 211.81272326305088,
|
||||
"ttft_p90_ms": 2068.417017674378,
|
||||
"ttft_p95_ms": 2843.8890088954663
|
||||
},
|
||||
"tp4_ep1_mns64": {
|
||||
"e2e_mean_ms": 691.5722223601863,
|
||||
"e2e_p50_ms": 210.89579132517144,
|
||||
"e2e_p90_ms": 2068.417017674378,
|
||||
"e2e_p95_ms": 2843.8890088954663,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p50_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"tpot_p95_ms": null,
|
||||
"ttft_mean_ms": 691.5722223601863,
|
||||
"ttft_p50_ms": 210.89579132517144,
|
||||
"ttft_p90_ms": 2068.417017674378,
|
||||
"ttft_p95_ms": 2843.8890088954663
|
||||
},
|
||||
"tp8_ep8_mns128": {
|
||||
"e2e_mean_ms": 928.7998403823643,
|
||||
"e2e_p50_ms": 593.0899264387222,
|
||||
"e2e_p90_ms": 2341.4108333476474,
|
||||
"e2e_p95_ms": 2898.493085937801,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p50_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"tpot_p95_ms": null,
|
||||
"ttft_mean_ms": 928.7998403823643,
|
||||
"ttft_p50_ms": 593.0899264387222,
|
||||
"ttft_p90_ms": 2341.4108333476474,
|
||||
"ttft_p95_ms": 2898.493085937801
|
||||
},
|
||||
"tp8_ep8_mns64": {
|
||||
"e2e_mean_ms": 928.7182564423873,
|
||||
"e2e_p50_ms": 593.0899264387222,
|
||||
"e2e_p90_ms": 2341.4108333476474,
|
||||
"e2e_p95_ms": 2898.493085937801,
|
||||
"tpot_mean_ms": null,
|
||||
"tpot_p50_ms": null,
|
||||
"tpot_p90_ms": null,
|
||||
"tpot_p95_ms": null,
|
||||
"ttft_mean_ms": 928.7182564423873,
|
||||
"ttft_p50_ms": 593.0899264387222,
|
||||
"ttft_p90_ms": 2341.4108333476474,
|
||||
"ttft_p95_ms": 2898.493085937801
|
||||
}
|
||||
}
|
||||
}
|
||||
},
|
||||
"schema": "qwen235-v020-simulator-real-comparison-v1"
|
||||
}
|
||||
@@ -0,0 +1,24 @@
|
||||
# Qwen235 vLLM 0.20 Frontier vs real
|
||||
|
||||
| case | metric | Frontier winner | real winner | match | regret | pair agreement |
|
||||
|---|---|---|---|---:|---:|---:|
|
||||
| fixed-pd | ttft_mean_ms | tp4_ep1_mns128 | tp8_ep8_mns128 | no | 4.2% | 0.0% |
|
||||
| fixed-pd | ttft_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns64 | no | 0.2% | 100.0% |
|
||||
| fixed-pd | tpot_mean_ms | tp8_ep8_mns128 | tp4_ep1_mns128 | no | 33.0% | 0.0% |
|
||||
| fixed-pd | tpot_p90_ms | tp8_ep8_mns128 | tp4_ep1_mns128 | no | 37.2% | 0.0% |
|
||||
| fixed-pd | e2e_mean_ms | tp8_ep8_mns128 | tp4_ep1_mns128 | no | 30.7% | 0.0% |
|
||||
| fixed-pd | e2e_p90_ms | tp8_ep8_mns128 | tp4_ep1_mns128 | no | 34.6% | 0.0% |
|
||||
| fixed-po | ttft_mean_ms | tp4_ep1_mns128 | tp8_ep8_mns128 | no | 5.9% | 0.0% |
|
||||
| fixed-po | ttft_p90_ms | tp4_ep1_mns128 | tp8_ep8_mns128 | no | 1.7% | 0.0% |
|
||||
| fixed-po | e2e_mean_ms | tp4_ep1_mns128 | tp8_ep8_mns128 | no | 5.9% | 0.0% |
|
||||
| fixed-po | e2e_p90_ms | tp4_ep1_mns128 | tp8_ep8_mns128 | no | 1.7% | 0.0% |
|
||||
| trace-pd | ttft_mean_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 66.7% |
|
||||
| trace-pd | ttft_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns128 | yes | 0.0% | 66.7% |
|
||||
| trace-pd | tpot_mean_ms | tp8_ep8_mns64 | tp8_ep8_mns64 | yes | 0.0% | 66.7% |
|
||||
| trace-pd | tpot_p90_ms | tp8_ep8_mns64 | tp8_ep8_mns64 | yes | 0.0% | 66.7% |
|
||||
| trace-pd | e2e_mean_ms | tp8_ep8_mns128 | tp8_ep8_mns64 | no | 0.6% | 83.3% |
|
||||
| trace-pd | e2e_p90_ms | tp8_ep8_mns128 | tp8_ep8_mns64 | no | 6.2% | 66.7% |
|
||||
| trace-po | ttft_mean_ms | tp4_ep1_mns64 | tp8_ep8_mns128 | no | 7.0% | 0.0% |
|
||||
| trace-po | ttft_p90_ms | tp4_ep1_mns128 | tp8_ep8_mns64 | no | 21.2% | 0.0% |
|
||||
| trace-po | e2e_mean_ms | tp4_ep1_mns64 | tp8_ep8_mns128 | no | 7.0% | 0.0% |
|
||||
| trace-po | e2e_p90_ms | tp4_ep1_mns128 | tp8_ep8_mns64 | no | 21.2% | 0.0% |
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,54 @@
|
||||
# Qwen235 Fixed-PD state diagnosis
|
||||
|
||||
**Verdict:** Exact real state composition flips Frontier to the correct TP4 winner; the ranking error is caused by closed-loop state/composition mismatch, not a conditional stage reversal.
|
||||
|
||||
| Config | Real Running proxy mean | Sim decode batch mean | Proxy coverage |
|
||||
|---|---:|---:|---:|
|
||||
| tp4_ep1_mns64 | 4.667 | 13.537 | 100.0% |
|
||||
| tp8_ep8_mns64 | 12.238 | 18.938 | 100.0% |
|
||||
|
||||
| Config | Real exact decode batch mean | Real token-weighted iteration ms | Matched simulator ms | Exact coverage |
|
||||
|---|---:|---:|---:|---:|
|
||||
| tp4_ep1_mns64 | 3.890 | 18.4710 | 34.2575 | 100.0% |
|
||||
| tp8_ep8_mns64 | 10.921 | 27.5887 | 45.1603 | 100.0% |
|
||||
|
||||
## Frontier internal component contrast over its own executed composition
|
||||
|
||||
Decode-token-weighted over both pure-decode and mixed prefill/decode steps.
|
||||
|
||||
| Component | TP8 - TP4 (ms/decoded token step) |
|
||||
|---|---:|
|
||||
| moe_compute | -32.4544 |
|
||||
| total | -20.0663 |
|
||||
| attention | -7.4619 |
|
||||
| tp_dp_communication | -6.5711 |
|
||||
| ep_communication | +6.2354 |
|
||||
| moe_routing | -0.2862 |
|
||||
| dense_mlp_compute | -0.1231 |
|
||||
| pipeline_communication | +0.0000 |
|
||||
| runtime_overhead | +0.0000 |
|
||||
|
||||
## Frontier component contrast at exact real token composition
|
||||
|
||||
Positive means TP8 slower; negative means Frontier gives TP8 an advantage.
|
||||
|
||||
| Component | TP8 - TP4 (ms/step) |
|
||||
|---|---:|
|
||||
| total | +10.9028 |
|
||||
| ep_communication | +6.5355 |
|
||||
| tp_dp_communication | -6.4718 |
|
||||
| attention | -2.1304 |
|
||||
| moe_compute | -1.9774 |
|
||||
| moe_routing | +0.1384 |
|
||||
| dense_mlp_compute | -0.0308 |
|
||||
| pipeline_communication | +0.0000 |
|
||||
| runtime_overhead | +0.0000 |
|
||||
|
||||
## Interpretation boundary
|
||||
|
||||
- Real observed TPOT contrast: +6.9500 ms/token.
|
||||
- Real exact-iteration contrast: +9.1177 ms/decode-token-weighted step.
|
||||
- vLLM 10-second Running is active requests, not per-iteration decode batch; context lengths and graph buckets are unavailable in frozen logs.
|
||||
- Frontier state outputs have no direct graph bucket/padding/launch-overhead field; graph effects remain folded into predictors.
|
||||
- For TP8 shared-domain sync, total is ledger stage_end-start (critical path); op categories are serialized work estimates and are not additive because overlap and lane-summed wait diagnostics are represented separately.
|
||||
- Component deltas identify where Frontier creates its own TP8 advantage; without real per-stage measurements they are not yet root-cause proof.
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,48 @@
|
||||
# Qwen235 Fixed-PD state diagnosis
|
||||
|
||||
**Verdict:** State-composition mismatch is insufficient: after reweighting Frontier to measured real decode composition, it still predicts TP8 faster.
|
||||
|
||||
| Config | Real Running proxy mean | Sim decode batch mean | Proxy coverage |
|
||||
|---|---:|---:|---:|
|
||||
| tp4_ep1_mns64 | 4.667 | 13.537 | 100.0% |
|
||||
| tp8_ep8_mns64 | 12.238 | 18.938 | 100.0% |
|
||||
|
||||
## Frontier internal component contrast over its own executed composition
|
||||
|
||||
Decode-token-weighted over both pure-decode and mixed prefill/decode steps.
|
||||
|
||||
| Component | TP8 - TP4 (ms/decoded token step) |
|
||||
|---|---:|
|
||||
| moe_compute | -32.4544 |
|
||||
| total | -20.0663 |
|
||||
| attention | -7.4619 |
|
||||
| tp_dp_communication | -6.5711 |
|
||||
| ep_communication | +6.2354 |
|
||||
| moe_routing | -0.2862 |
|
||||
| dense_mlp_compute | -0.1231 |
|
||||
| pipeline_communication | +0.0000 |
|
||||
| runtime_overhead | +0.0000 |
|
||||
|
||||
## Frontier internal component contrast at real Running proxy
|
||||
|
||||
Positive means TP8 slower; negative means Frontier gives TP8 an advantage.
|
||||
|
||||
| Component | TP8 - TP4 (ms/step) |
|
||||
|---|---:|
|
||||
| moe_compute | -16.0581 |
|
||||
| total | -8.5517 |
|
||||
| ep_communication | +6.8248 |
|
||||
| tp_dp_communication | -5.4010 |
|
||||
| moe_routing | +0.3109 |
|
||||
| attention | -0.2407 |
|
||||
| dense_mlp_compute | +0.0018 |
|
||||
| pipeline_communication | +0.0000 |
|
||||
| runtime_overhead | +0.0000 |
|
||||
|
||||
## Interpretation boundary
|
||||
|
||||
- Real observed TPOT contrast: +6.9500 ms/token.
|
||||
- vLLM 10-second Running is active requests, not per-iteration decode batch; context lengths and graph buckets are unavailable in frozen logs.
|
||||
- Frontier state outputs have no direct graph bucket/padding/launch-overhead field; graph effects remain folded into predictors.
|
||||
- For TP8 shared-domain sync, total is ledger stage_end-start (critical path); op categories are serialized work estimates and are not additive because overlap and lane-summed wait diagnostics are represented separately.
|
||||
- Component deltas identify where Frontier creates its own TP8 advantage; without real per-stage measurements they are not yet root-cause proof.
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,47 @@
|
||||
# Qwen235 Fixed-PD state diagnosis
|
||||
|
||||
**Verdict:** Active-batch-count mismatch alone is insufficient: after exact reweighting to each config's real Running histogram, Frontier still predicts TP8 faster.
|
||||
|
||||
| Config | Real Running proxy mean | Sim decode batch mean | Proxy coverage |
|
||||
|---|---:|---:|---:|
|
||||
| tp4_ep1_mns64 | 4.667 | 13.537 | 100.0% |
|
||||
| tp8_ep8_mns64 | 12.238 | 18.938 | 100.0% |
|
||||
|
||||
## Frontier internal component contrast over its own executed composition
|
||||
|
||||
Decode-token-weighted over both pure-decode and mixed prefill/decode steps.
|
||||
|
||||
| Component | TP8 - TP4 (ms/decoded token step) |
|
||||
|---|---:|
|
||||
| total | -73.6733 |
|
||||
| moe_compute | -45.2710 |
|
||||
| attention | -13.6950 |
|
||||
| tp_dp_communication | -12.7244 |
|
||||
| moe_routing | -1.7759 |
|
||||
| dense_mlp_compute | -0.2890 |
|
||||
| ep_communication | +0.0821 |
|
||||
| pipeline_communication | +0.0000 |
|
||||
| runtime_overhead | +0.0000 |
|
||||
|
||||
## Frontier internal component contrast at real Running proxy
|
||||
|
||||
Positive means TP8 slower; negative means Frontier gives TP8 an advantage.
|
||||
|
||||
| Component | TP8 - TP4 (ms/step) |
|
||||
|---|---:|
|
||||
| total | -46.0760 |
|
||||
| moe_compute | -26.3387 |
|
||||
| tp_dp_communication | -12.1532 |
|
||||
| attention | -6.2393 |
|
||||
| moe_routing | -1.2405 |
|
||||
| dense_mlp_compute | -0.1769 |
|
||||
| ep_communication | +0.0726 |
|
||||
| pipeline_communication | +0.0000 |
|
||||
| runtime_overhead | +0.0000 |
|
||||
|
||||
## Interpretation boundary
|
||||
|
||||
- Real observed TPOT contrast: +6.9500 ms/token.
|
||||
- vLLM 10-second Running is active requests, not per-iteration decode batch; context lengths and graph buckets are unavailable in frozen logs.
|
||||
- Frontier ledger exposes additive execution components but no direct graph bucket/padding/launch-overhead field; graph effects remain folded into predictors.
|
||||
- Component deltas identify where Frontier creates its own TP8 advantage; without real per-stage measurements they are not yet root-cause proof.
|
||||
@@ -0,0 +1,173 @@
|
||||
{
|
||||
"boundary": "This identifies where the selection error is created, but the frozen real logs do not attribute service-time overprediction to one operator.",
|
||||
"cells": {
|
||||
"tp2_mns64": {
|
||||
"arrival_rate_requests_per_s": 2.25,
|
||||
"mns": 64,
|
||||
"real": {
|
||||
"e2e_ms": 3354.8816545874283,
|
||||
"periodic_queue": {
|
||||
"running_max": 10,
|
||||
"running_mean": 7.257142857142857,
|
||||
"samples": 35,
|
||||
"waiting_max": 0,
|
||||
"waiting_mean": 0.0
|
||||
},
|
||||
"required_slots_upper_bound": 7.548483722821714,
|
||||
"slot_margin_lower_bound": 56.451516277178285,
|
||||
"tpot_ms": 12.393283087182931,
|
||||
"ttft_ms": 194.56193759030603
|
||||
},
|
||||
"simulator": {
|
||||
"first_scheduling_delay_ms": 38.22329108338011,
|
||||
"queue_free_ttft_ms": 191.02937373774816,
|
||||
"request_execution_ms": 25761.91467886552,
|
||||
"required_slots": 57.96430802744742,
|
||||
"slot_margin": 6.035691972552577,
|
||||
"tpot_ms": 100.27798158873513,
|
||||
"ttft_ms": 229.2526648211283,
|
||||
"ttft_queue_fraction": 0.16672997503956338
|
||||
},
|
||||
"tp": 2,
|
||||
"tpot_overprediction_ratio": 8.091316956395687
|
||||
},
|
||||
"tp4_mns16": {
|
||||
"arrival_rate_requests_per_s": 4.5,
|
||||
"mns": 16,
|
||||
"real": {
|
||||
"e2e_ms": 3252.7993474094965,
|
||||
"periodic_queue": {
|
||||
"running_max": 16,
|
||||
"running_mean": 15.166666666666666,
|
||||
"samples": 18,
|
||||
"waiting_max": 0,
|
||||
"waiting_mean": 0.0
|
||||
},
|
||||
"required_slots_upper_bound": 14.637597063342735,
|
||||
"slot_margin_lower_bound": 1.362402936657265,
|
||||
"tpot_ms": 12.267737219892378,
|
||||
"ttft_ms": 124.49453797538061
|
||||
},
|
||||
"simulator": {
|
||||
"first_scheduling_delay_ms": 64906.25631809643,
|
||||
"queue_free_ttft_ms": 134.74066995065758,
|
||||
"request_execution_ms": 12108.627705569606,
|
||||
"required_slots": 54.488824675063235,
|
||||
"slot_margin": -38.488824675063235,
|
||||
"tpot_ms": 46.95641974752248,
|
||||
"ttft_ms": 65040.99698804708,
|
||||
"ttft_queue_fraction": 0.9979283732385681
|
||||
},
|
||||
"tp": 4,
|
||||
"tpot_overprediction_ratio": 3.8276349505907024
|
||||
},
|
||||
"tp4_mns32": {
|
||||
"arrival_rate_requests_per_s": 4.5,
|
||||
"mns": 32,
|
||||
"real": {
|
||||
"e2e_ms": 3227.015463910283,
|
||||
"periodic_queue": {
|
||||
"running_max": 16,
|
||||
"running_mean": 14.944444444444445,
|
||||
"samples": 18,
|
||||
"waiting_max": 0,
|
||||
"waiting_mean": 0.0
|
||||
},
|
||||
"required_slots_upper_bound": 14.521569587596273,
|
||||
"slot_margin_lower_bound": 17.478430412403725,
|
||||
"tpot_ms": 12.171863019540417,
|
||||
"ttft_ms": 123.15859724408143
|
||||
},
|
||||
"simulator": {
|
||||
"first_scheduling_delay_ms": 27180.676177927482,
|
||||
"queue_free_ttft_ms": 135.62147333612225,
|
||||
"request_execution_ms": 14643.080360640608,
|
||||
"required_slots": 65.89386162288272,
|
||||
"slot_margin": -33.893861622882724,
|
||||
"tpot_ms": 56.89199563649036,
|
||||
"ttft_ms": 27316.2976512636,
|
||||
"ttft_queue_fraction": 0.9950351444010626
|
||||
},
|
||||
"tp": 4,
|
||||
"tpot_overprediction_ratio": 4.6740581573385525
|
||||
},
|
||||
"tp4_mns64": {
|
||||
"arrival_rate_requests_per_s": 4.5,
|
||||
"mns": 64,
|
||||
"real": {
|
||||
"e2e_ms": 3258.202659738964,
|
||||
"periodic_queue": {
|
||||
"running_max": 17,
|
||||
"running_mean": 14.833333333333334,
|
||||
"samples": 18,
|
||||
"waiting_max": 0,
|
||||
"waiting_mean": 0.0
|
||||
},
|
||||
"required_slots_upper_bound": 14.661911968825338,
|
||||
"slot_margin_lower_bound": 49.338088031174664,
|
||||
"tpot_ms": 12.29409478300949,
|
||||
"ttft_ms": 123.17715882596677
|
||||
},
|
||||
"simulator": {
|
||||
"first_scheduling_delay_ms": 6367.273779218055,
|
||||
"queue_free_ttft_ms": 136.7304324624105,
|
||||
"request_execution_ms": 17736.957363112386,
|
||||
"required_slots": 79.81630813400574,
|
||||
"slot_margin": -15.816308134005737,
|
||||
"tpot_ms": 69.02049776725552,
|
||||
"ttft_ms": 6504.004211680465,
|
||||
"ttft_queue_fraction": 0.9789774993969319
|
||||
},
|
||||
"tp": 4,
|
||||
"tpot_overprediction_ratio": 5.614117914776633
|
||||
}
|
||||
},
|
||||
"contrasts": {
|
||||
"observed_sim_ttft_tp4_minus_tp2_ms": 27087.044986442474,
|
||||
"queue_free_sim_ttft_tp4_minus_tp2_ms": -55.40790040162591,
|
||||
"real_ttft_tp4_minus_tp2_ms": -71.4033403462246
|
||||
},
|
||||
"schema": "qwen30-fixed-pd-ttft-admission-diagnosis-v1",
|
||||
"selection": {
|
||||
"agreement": 0.5909090909090909,
|
||||
"concordant_pairs": 39,
|
||||
"discordant_pairs": 27,
|
||||
"informative_pairs": 66,
|
||||
"real_ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns32",
|
||||
"selected_config_real_regret": 0.5797674051508896,
|
||||
"sim_ranking": [
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns64",
|
||||
"tp1_mns32",
|
||||
"tp2_mns32",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp4_mns8",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp2_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": false
|
||||
},
|
||||
"status": "PASS",
|
||||
"verdict": "Frontier overpredicts decode service time, so TP4's higher global arrival rate crosses the MNS admission cap only in simulation. The resulting first-scheduling queue reverses the TP topology ranking; without that queue Frontier itself predicts TP4 faster than TP2, matching real hardware.",
|
||||
"workload": "Qwen3-30B Fixed-PD 4096->256 at 1.125 req/s/GPU"
|
||||
}
|
||||
@@ -0,0 +1,18 @@
|
||||
# Qwen30 Fixed-PD TTFT admission diagnosis
|
||||
|
||||
**Verdict:** Frontier overpredicts decode service time, so TP4's higher global arrival rate crosses the MNS admission cap only in simulation. The resulting first-scheduling queue reverses the TP topology ranking; without that queue Frontier itself predicts TP4 faster than TP2, matching real hardware.
|
||||
|
||||
| Config | Sim TPOT / real | Sim required slots / MNS | Real slots upper bound / MNS | Sim first-schedule wait | Real waiting max |
|
||||
|---|---:|---:|---:|---:|---:|
|
||||
| tp2_mns64 | 8.09x | 58.0/64 | 7.5/64 | 38.2 ms | 0 |
|
||||
| tp4_mns16 | 3.83x | 54.5/16 | 14.6/16 | 64906.3 ms | 0 |
|
||||
| tp4_mns32 | 4.67x | 65.9/32 | 14.5/32 | 27180.7 ms | 0 |
|
||||
| tp4_mns64 | 5.61x | 79.8/64 | 14.7/64 | 6367.3 ms | 0 |
|
||||
|
||||
## TP4/MNS32 minus TP2/MNS64 TTFT
|
||||
|
||||
- Observed Frontier: +27087.0 ms.
|
||||
- Frontier without first-scheduling queue: -55.4 ms.
|
||||
- Real hardware: -71.4 ms.
|
||||
|
||||
**Boundary:** This identifies where the selection error is created, but the frozen real logs do not attribute service-time overprediction to one operator.
|
||||
@@ -0,0 +1,2 @@
|
||||
Q30_ANALYSIS_ECHO source_real=/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6 source_sim=/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim cases=trace-po,fixed-pd,fixed-po requests=129 configs=12 trials=3 metrics=mean,p90(TTFT,TPOT-if-OSL-gt-1,E2E) gpu_cost=0 output=/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/analysis-r6
|
||||
Q30_ANALYSIS_COMPLETE
|
||||
@@ -0,0 +1,453 @@
|
||||
{
|
||||
"applicable_metrics": [
|
||||
"ttft_ms",
|
||||
"tpot_ms",
|
||||
"e2e_ms"
|
||||
],
|
||||
"cells": {
|
||||
"tp1_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 2624.2011811364387,
|
||||
"p90": 2624.2011811379484
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 19.350639886513438,
|
||||
"p90": 19.3506398865253
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp1_mns16/tp1/result.json"
|
||||
},
|
||||
"tp1_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 2624.2011811364387,
|
||||
"p90": 2624.2011811379484
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 19.350639886513438,
|
||||
"p90": 19.3506398865253
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp1_mns32/tp1/result.json"
|
||||
},
|
||||
"tp1_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 2624.2011811364387,
|
||||
"p90": 2624.2011811379484
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 19.350639886513438,
|
||||
"p90": 19.3506398865253
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp1_mns64/tp1/result.json"
|
||||
},
|
||||
"tp1_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 2624.2011811364387,
|
||||
"p90": 2624.2011811379484
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 19.350639886513438,
|
||||
"p90": 19.3506398865253
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp1_mns8/tp1/result.json"
|
||||
},
|
||||
"tp2_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 2808.3844446026824,
|
||||
"p90": 2817.9486849812747
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 21.06177881019329,
|
||||
"p90": 21.09350467849898
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 133.53853570813533,
|
||||
"p90": 142.1523942165379
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp2_mns16/tp2/result.json"
|
||||
},
|
||||
"tp2_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 2808.3844446026824,
|
||||
"p90": 2817.9486849812747
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 21.06177881019329,
|
||||
"p90": 21.09350467849898
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 133.53853570813533,
|
||||
"p90": 142.1523942165379
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp2_mns32/tp2/result.json"
|
||||
},
|
||||
"tp2_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 2808.3844446026824,
|
||||
"p90": 2817.9486849812747
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 21.06177881019329,
|
||||
"p90": 21.09350467849898
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 133.53853570813533,
|
||||
"p90": 142.1523942165379
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp2_mns64/tp2/result.json"
|
||||
},
|
||||
"tp2_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 2808.3844446026824,
|
||||
"p90": 2817.9486849812747
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 21.06177881019329,
|
||||
"p90": 21.09350467849898
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 133.53853570813533,
|
||||
"p90": 142.1523942165379
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp2_mns8/tp2/result.json"
|
||||
},
|
||||
"tp4_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 3752.684495467103,
|
||||
"p90": 3794.6349827560653
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 28.70502970984996,
|
||||
"p90": 28.949734665706984
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 107.14572231615826,
|
||||
"p90": 118.03470639992497
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp4_mns16/tp4/result.json"
|
||||
},
|
||||
"tp4_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 3752.684495467103,
|
||||
"p90": 3794.6349827560653
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 28.70502970984996,
|
||||
"p90": 28.949734665706984
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 107.14572231615826,
|
||||
"p90": 118.03470639992497
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp4_mns32/tp4/result.json"
|
||||
},
|
||||
"tp4_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 3752.684495467103,
|
||||
"p90": 3794.6349827560653
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 28.70502970984996,
|
||||
"p90": 28.949734665706984
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 107.14572231615826,
|
||||
"p90": 118.03470639992497
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp4_mns64/tp4/result.json"
|
||||
},
|
||||
"tp4_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 3752.684495467103,
|
||||
"p90": 3794.6349827560653
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean": 28.70502970984996,
|
||||
"p90": 28.949734665706984
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 107.14572231615826,
|
||||
"p90": 118.03470639992497
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd/runs/tp4_mns8/tp4/result.json"
|
||||
}
|
||||
},
|
||||
"prefill_only": false,
|
||||
"real_audit": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/analysis-r6/fixed-pd-real-audit.json",
|
||||
"schema": "qwen30-latency-case-frontier-real-comparison-v1",
|
||||
"selection": {
|
||||
"e2e_ms:mean": {
|
||||
"agreement": 0.0,
|
||||
"concordant_pairs": 0,
|
||||
"discordant_pairs": 48,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns32",
|
||||
"selected_config_real_regret": 0.26921939465653383,
|
||||
"sim_ranking": [
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"sim_winner": "tp1_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"e2e_ms:p90": {
|
||||
"agreement": 0.0,
|
||||
"concordant_pairs": 0,
|
||||
"discordant_pairs": 48,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.25730483004000526,
|
||||
"sim_ranking": [
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"sim_winner": "tp1_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"tpot_ms:mean": {
|
||||
"agreement": 0.0,
|
||||
"concordant_pairs": 0,
|
||||
"discordant_pairs": 48,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns32",
|
||||
"selected_config_real_regret": 0.13962124906187545,
|
||||
"sim_ranking": [
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"sim_winner": "tp1_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"tpot_ms:p90": {
|
||||
"agreement": 0.0,
|
||||
"concordant_pairs": 0,
|
||||
"discordant_pairs": 48,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.13357103696654363,
|
||||
"sim_ranking": [
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"sim_winner": "tp1_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_ms:mean": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns16",
|
||||
"selected_config_real_regret": 0.0,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": true
|
||||
},
|
||||
"ttft_ms:p90": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp4_mns32",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64",
|
||||
"tp1_mns16"
|
||||
],
|
||||
"real_winner": "tp4_mns16",
|
||||
"selected_config_real_regret": 0.0,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": true
|
||||
}
|
||||
},
|
||||
"sim_root": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-pd"
|
||||
}
|
||||
@@ -0,0 +1,10 @@
|
||||
# Qwen30 Frontier vs real latency selection
|
||||
|
||||
| Objective | Frontier | Real | Match | Regret | Pairwise |
|
||||
|---|---|---|---:|---:|---:|
|
||||
| ttft_ms:mean | tp4_mns16 | tp4_mns16 | yes | 0.0% | 100.0% |
|
||||
| ttft_ms:p90 | tp4_mns16 | tp4_mns16 | yes | 0.0% | 100.0% |
|
||||
| tpot_ms:mean | tp1_mns16 | tp4_mns32 | no | 14.0% | 0.0% |
|
||||
| tpot_ms:p90 | tp1_mns16 | tp4_mns8 | no | 13.4% | 0.0% |
|
||||
| e2e_ms:mean | tp1_mns16 | tp4_mns32 | no | 26.9% | 0.0% |
|
||||
| e2e_ms:p90 | tp1_mns16 | tp4_mns8 | no | 25.7% | 0.0% |
|
||||
@@ -0,0 +1 @@
|
||||
{"e2e_ms:mean": {"agreement": 0.0, "concordant_pairs": 0, "discordant_pairs": 48, "informative_pairs": 48, "real_ranking": ["tp4_mns32", "tp4_mns8", "tp4_mns64", "tp4_mns16", "tp2_mns16", "tp2_mns8", "tp2_mns32", "tp2_mns64", "tp1_mns64", "tp1_mns16", "tp1_mns32", "tp1_mns8"], "real_winner": "tp4_mns32", "selected_config_real_regret": 0.26921939465653383, "sim_ranking": ["tp1_mns16", "tp1_mns32", "tp1_mns64", "tp1_mns8", "tp2_mns16", "tp2_mns32", "tp2_mns64", "tp2_mns8", "tp4_mns16", "tp4_mns32", "tp4_mns64", "tp4_mns8"], "sim_winner": "tp1_mns16", "tied_pairs": 18, "winner_match": false}, "e2e_ms:p90": {"agreement": 0.0, "concordant_pairs": 0, "discordant_pairs": 48, "informative_pairs": 48, "real_ranking": ["tp4_mns8", "tp4_mns64", "tp4_mns32", "tp4_mns16", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp2_mns64", "tp1_mns64", "tp1_mns16", "tp1_mns32", "tp1_mns8"], "real_winner": "tp4_mns8", "selected_config_real_regret": 0.25730483004000526, "sim_ranking": ["tp1_mns16", "tp1_mns32", "tp1_mns64", "tp1_mns8", "tp2_mns16", "tp2_mns32", "tp2_mns64", "tp2_mns8", "tp4_mns16", "tp4_mns32", "tp4_mns64", "tp4_mns8"], "sim_winner": "tp1_mns16", "tied_pairs": 18, "winner_match": false}, "tpot_ms:mean": {"agreement": 0.0, "concordant_pairs": 0, "discordant_pairs": 48, "informative_pairs": 48, "real_ranking": ["tp4_mns32", "tp4_mns8", "tp4_mns64", "tp4_mns16", "tp2_mns16", "tp2_mns32", "tp2_mns8", "tp2_mns64", "tp1_mns64", "tp1_mns32", "tp1_mns16", "tp1_mns8"], "real_winner": "tp4_mns32", "selected_config_real_regret": 0.13962124906187545, "sim_ranking": ["tp1_mns16", "tp1_mns32", "tp1_mns64", "tp1_mns8", "tp2_mns16", "tp2_mns32", "tp2_mns64", "tp2_mns8", "tp4_mns16", "tp4_mns32", "tp4_mns64", "tp4_mns8"], "sim_winner": "tp1_mns16", "tied_pairs": 18, "winner_match": false}, "tpot_ms:p90": {"agreement": 0.0, "concordant_pairs": 0, "discordant_pairs": 48, "informative_pairs": 48, "real_ranking": ["tp4_mns8", "tp4_mns32", "tp4_mns64", "tp4_mns16", "tp2_mns32", "tp2_mns16", "tp2_mns8", "tp2_mns64", "tp1_mns16", "tp1_mns64", "tp1_mns32", "tp1_mns8"], "real_winner": "tp4_mns8", "selected_config_real_regret": 0.13357103696654363, "sim_ranking": ["tp1_mns16", "tp1_mns32", "tp1_mns64", "tp1_mns8", "tp2_mns16", "tp2_mns32", "tp2_mns64", "tp2_mns8", "tp4_mns16", "tp4_mns32", "tp4_mns64", "tp4_mns8"], "sim_winner": "tp1_mns16", "tied_pairs": 18, "winner_match": false}, "ttft_ms:mean": {"agreement": 1.0, "concordant_pairs": 48, "discordant_pairs": 0, "informative_pairs": 48, "real_ranking": ["tp4_mns16", "tp4_mns64", "tp4_mns32", "tp4_mns8", "tp2_mns8", "tp2_mns64", "tp2_mns32", "tp2_mns16", "tp1_mns16", "tp1_mns32", "tp1_mns8", "tp1_mns64"], "real_winner": "tp4_mns16", "selected_config_real_regret": 0.0, "sim_ranking": ["tp4_mns16", "tp4_mns32", "tp4_mns64", "tp4_mns8", "tp2_mns16", "tp2_mns32", "tp2_mns64", "tp2_mns8", "tp1_mns16", "tp1_mns32", "tp1_mns64", "tp1_mns8"], "sim_winner": "tp4_mns16", "tied_pairs": 18, "winner_match": true}, "ttft_ms:p90": {"agreement": 1.0, "concordant_pairs": 48, "discordant_pairs": 0, "informative_pairs": 48, "real_ranking": ["tp4_mns16", "tp4_mns64", "tp4_mns8", "tp4_mns32", "tp2_mns8", "tp2_mns64", "tp2_mns32", "tp2_mns16", "tp1_mns32", "tp1_mns8", "tp1_mns64", "tp1_mns16"], "real_winner": "tp4_mns16", "selected_config_real_regret": 0.0, "sim_ranking": ["tp4_mns16", "tp4_mns32", "tp4_mns64", "tp4_mns8", "tp2_mns16", "tp2_mns32", "tp2_mns64", "tp2_mns8", "tp1_mns16", "tp1_mns32", "tp1_mns64", "tp1_mns8"], "sim_winner": "tp4_mns16", "tied_pairs": 18, "winner_match": true}}
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,12 @@
|
||||
# Qwen30 real latency case audit
|
||||
|
||||
Prefill-only: `False`.
|
||||
|
||||
| Objective | Real winner | Value (ms) |
|
||||
|---|---|---:|
|
||||
| ttft_ms:pooled_mean_ms | tp4_mns16 | 63.04 |
|
||||
| ttft_ms:pooled_p90_ms | tp4_mns16 | 66.42 |
|
||||
| tpot_ms:pooled_mean_ms | tp4_mns32 | 4.25 |
|
||||
| tpot_ms:pooled_p90_ms | tp4_mns8 | 4.27 |
|
||||
| e2e_ms:pooled_mean_ms | tp4_mns32 | 604.41 |
|
||||
| e2e_ms:pooled_p90_ms | tp4_mns8 | 610.01 |
|
||||
@@ -0,0 +1 @@
|
||||
{"e2e_ms:pooled_mean_ms": {"ranking": ["tp4_mns32", "tp4_mns8", "tp4_mns64", "tp4_mns16", "tp2_mns16", "tp2_mns8", "tp2_mns32", "tp2_mns64", "tp1_mns64", "tp1_mns16", "tp1_mns32", "tp1_mns8"], "winner": "tp4_mns32", "winner_value_ms": 604.4058500071964}, "e2e_ms:pooled_p90_ms": {"ranking": ["tp4_mns8", "tp4_mns64", "tp4_mns32", "tp4_mns16", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp2_mns64", "tp1_mns64", "tp1_mns16", "tp1_mns32", "tp1_mns8"], "winner": "tp4_mns8", "winner_value_ms": 610.0081680342555}, "tpot_ms:pooled_mean_ms": {"ranking": ["tp4_mns32", "tp4_mns8", "tp4_mns64", "tp4_mns16", "tp2_mns16", "tp2_mns32", "tp2_mns8", "tp2_mns64", "tp1_mns64", "tp1_mns32", "tp1_mns16", "tp1_mns8"], "winner": "tp4_mns32", "winner_value_ms": 4.254808547439789}, "tpot_ms:pooled_p90_ms": {"ranking": ["tp4_mns8", "tp4_mns32", "tp4_mns64", "tp4_mns16", "tp2_mns32", "tp2_mns16", "tp2_mns8", "tp2_mns64", "tp1_mns16", "tp1_mns64", "tp1_mns32", "tp1_mns8"], "winner": "tp4_mns8", "winner_value_ms": 4.268226101921182}, "ttft_ms:pooled_mean_ms": {"ranking": ["tp4_mns16", "tp4_mns64", "tp4_mns32", "tp4_mns8", "tp2_mns8", "tp2_mns64", "tp2_mns32", "tp2_mns16", "tp1_mns16", "tp1_mns32", "tp1_mns8", "tp1_mns64"], "winner": "tp4_mns16", "winner_value_ms": 63.03574686938565}, "ttft_ms:pooled_p90_ms": {"ranking": ["tp4_mns16", "tp4_mns64", "tp4_mns8", "tp4_mns32", "tp2_mns8", "tp2_mns64", "tp2_mns32", "tp2_mns16", "tp1_mns32", "tp1_mns8", "tp1_mns64", "tp1_mns16"], "winner": "tp4_mns16", "winner_value_ms": 66.4233659626916}}
|
||||
@@ -0,0 +1,326 @@
|
||||
{
|
||||
"applicable_metrics": [
|
||||
"ttft_ms",
|
||||
"e2e_ms"
|
||||
],
|
||||
"cells": {
|
||||
"tp1_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp1_mns16/tp1/result.json"
|
||||
},
|
||||
"tp1_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp1_mns32/tp1/result.json"
|
||||
},
|
||||
"tp1_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp1_mns64/tp1/result.json"
|
||||
},
|
||||
"tp1_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 166.66991554923203,
|
||||
"p90": 166.6699155492779
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp1_mns8/tp1/result.json"
|
||||
},
|
||||
"tp2_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 118.55592059231998,
|
||||
"p90": 118.55592059232833
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 118.55592059231998,
|
||||
"p90": 118.55592059232833
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp2_mns16/tp2/result.json"
|
||||
},
|
||||
"tp2_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 118.55592059231998,
|
||||
"p90": 118.55592059232833
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 118.55592059231998,
|
||||
"p90": 118.55592059232833
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp2_mns32/tp2/result.json"
|
||||
},
|
||||
"tp2_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 118.55592059231998,
|
||||
"p90": 118.55592059232833
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 118.55592059231998,
|
||||
"p90": 118.55592059232833
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp2_mns64/tp2/result.json"
|
||||
},
|
||||
"tp2_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 118.55592059231998,
|
||||
"p90": 118.55592059232833
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 118.55592059231998,
|
||||
"p90": 118.55592059232833
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp2_mns8/tp2/result.json"
|
||||
},
|
||||
"tp4_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 86.52545838364681,
|
||||
"p90": 86.52545838364745
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 86.52545838364681,
|
||||
"p90": 86.52545838364745
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp4_mns16/tp4/result.json"
|
||||
},
|
||||
"tp4_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 86.52545838364681,
|
||||
"p90": 86.52545838364745
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 86.52545838364681,
|
||||
"p90": 86.52545838364745
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp4_mns32/tp4/result.json"
|
||||
},
|
||||
"tp4_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 86.52545838364681,
|
||||
"p90": 86.52545838364745
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 86.52545838364681,
|
||||
"p90": 86.52545838364745
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp4_mns64/tp4/result.json"
|
||||
},
|
||||
"tp4_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 86.52545838364681,
|
||||
"p90": 86.52545838364745
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 86.52545838364681,
|
||||
"p90": 86.52545838364745
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po/runs/tp4_mns8/tp4/result.json"
|
||||
}
|
||||
},
|
||||
"prefill_only": true,
|
||||
"real_audit": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/analysis-r6/fixed-po-real-audit.json",
|
||||
"schema": "qwen30-latency-case-frontier-real-comparison-v1",
|
||||
"selection": {
|
||||
"e2e_ms:mean": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.014895639803871355,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"e2e_ms:p90": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.03590282591969048,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_ms:mean": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.014940997472395743,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_ms:p90": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.035908453871728634,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
}
|
||||
},
|
||||
"sim_root": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/fixed-po"
|
||||
}
|
||||
@@ -0,0 +1,8 @@
|
||||
# Qwen30 Frontier vs real latency selection
|
||||
|
||||
| Objective | Frontier | Real | Match | Regret | Pairwise |
|
||||
|---|---|---|---:|---:|---:|
|
||||
| ttft_ms:mean | tp4_mns16 | tp4_mns8 | no | 1.5% | 100.0% |
|
||||
| ttft_ms:p90 | tp4_mns16 | tp4_mns8 | no | 3.6% | 100.0% |
|
||||
| e2e_ms:mean | tp4_mns16 | tp4_mns8 | no | 1.5% | 100.0% |
|
||||
| e2e_ms:p90 | tp4_mns16 | tp4_mns8 | no | 3.6% | 100.0% |
|
||||
@@ -0,0 +1 @@
|
||||
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"trial_stddev_of_means_ms": 1.80289690665978
|
||||
}
|
||||
},
|
||||
"trials": [
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 62.84650166739183,
|
||||
"p90_ms": 63.89774801209569,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 62.80200301792271,
|
||||
"p90_ms": 63.856702065095305,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/fixed-po/real/tp4_mns8/trial1/results/result.json",
|
||||
"trial": 1
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 66.3395124548945,
|
||||
"p90_ms": 70.76063798740506,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 66.29134260132447,
|
||||
"p90_ms": 70.7101090811193,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/fixed-po/real/tp4_mns8/trial2/results/result.json",
|
||||
"trial": 2
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 63.801664533274064,
|
||||
"p90_ms": 67.48319591861218,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 63.759466533029325,
|
||||
"p90_ms": 67.4400629941374,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/fixed-po/real/tp4_mns8/trial3/results/result.json",
|
||||
"trial": 3
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"prefill_only": true,
|
||||
"schema": "qwen30-latency-case-real-audit-v1",
|
||||
"trace_manifests": {
|
||||
"tp1": {
|
||||
"description": "fixed-shape: deterministic token IDs, uniform TP-normalized QPS, no prefix reuse",
|
||||
"first_arrival_s": 0.0,
|
||||
"global_offered_request_rate": 0.215,
|
||||
"last_arrival_s": 595.3488372093024,
|
||||
"output_tokens": [
|
||||
1
|
||||
],
|
||||
"per_gpu_offered_request_rate": 0.215,
|
||||
"prefix_caching": false,
|
||||
"private_jsonl": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/fixed-po/tp1/private/real_requests.jsonl",
|
||||
"private_jsonl_sha256": "ce7582fc13050078a243d7f6adfc2b2e071dbe87b5f760c7bf111af57718ccfb",
|
||||
"public_csv": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/fixed-po/tp1/public/frontier.csv",
|
||||
"public_csv_sha256": "e6f1ca0354e9d93c60ff18261ae6e08e2e54dbc888e30e244776f9cc8695a8cf",
|
||||
"requests": 129,
|
||||
"row_vector_sha256": "7c8dc7cccd2bd874768c1b06ca40d2327452390577b9907bacb76270b46998fa",
|
||||
"schema": "qwen30-latency-case-v1",
|
||||
"tensor_parallel_size": 1
|
||||
},
|
||||
"tp2": {
|
||||
"description": "fixed-shape: deterministic token IDs, uniform TP-normalized QPS, no prefix reuse",
|
||||
"first_arrival_s": 0.0,
|
||||
"global_offered_request_rate": 0.43,
|
||||
"last_arrival_s": 297.6744186046512,
|
||||
"output_tokens": [
|
||||
1
|
||||
],
|
||||
"per_gpu_offered_request_rate": 0.215,
|
||||
"prefix_caching": false,
|
||||
"private_jsonl": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/fixed-po/tp2/private/real_requests.jsonl",
|
||||
"private_jsonl_sha256": "3fe3c01ac31cd776b2458cafb818d889b20c5e14948154bbd716cce7200c8d5b",
|
||||
"public_csv": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/fixed-po/tp2/public/frontier.csv",
|
||||
"public_csv_sha256": "78b900d8f47fec3a1c83b748f82cb9623ce3f0cf08265aa20c3ef1511a4a97e0",
|
||||
"requests": 129,
|
||||
"row_vector_sha256": "c9382d9007ea1dc572898836f2d0efb8e2244c4febc1ed59d5aeacfcc5475c0a",
|
||||
"schema": "qwen30-latency-case-v1",
|
||||
"tensor_parallel_size": 2
|
||||
},
|
||||
"tp4": {
|
||||
"description": "fixed-shape: deterministic token IDs, uniform TP-normalized QPS, no prefix reuse",
|
||||
"first_arrival_s": 0.0,
|
||||
"global_offered_request_rate": 0.86,
|
||||
"last_arrival_s": 148.8372093023256,
|
||||
"output_tokens": [
|
||||
1
|
||||
],
|
||||
"per_gpu_offered_request_rate": 0.215,
|
||||
"prefix_caching": false,
|
||||
"private_jsonl": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/fixed-po/tp4/private/real_requests.jsonl",
|
||||
"private_jsonl_sha256": "af3ba5a7888ea5f283bb360dd36f1f455906f69f5ad82cef84e82018545710db",
|
||||
"public_csv": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/fixed-po/tp4/public/frontier.csv",
|
||||
"public_csv_sha256": "8b1100ccab34d9dac62b7ff1508d36bdf75aa3c3135e6f6642a0d3ac77af2505",
|
||||
"requests": 129,
|
||||
"row_vector_sha256": "a5e4959f28790eaa99a59a1b86c449a4e484967f1e35e47900d1a27fa061607f",
|
||||
"schema": "qwen30-latency-case-v1",
|
||||
"tensor_parallel_size": 4
|
||||
}
|
||||
},
|
||||
"traces_root": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/fixed-po",
|
||||
"winners": {
|
||||
"e2e_ms:pooled_mean_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"winner": "tp4_mns8",
|
||||
"winner_value_ms": 64.32922621852013
|
||||
},
|
||||
"e2e_ms:pooled_p90_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"winner": "tp4_mns8",
|
||||
"winner_value_ms": 67.98768497537822
|
||||
},
|
||||
"ttft_ms:pooled_mean_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"winner": "tp4_mns8",
|
||||
"winner_value_ms": 64.2842707174255
|
||||
},
|
||||
"ttft_ms:pooled_p90_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"winner": "tp4_mns8",
|
||||
"winner_value_ms": 67.94753996655345
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,10 @@
|
||||
# Qwen30 real latency case audit
|
||||
|
||||
Prefill-only: `True`.
|
||||
|
||||
| Objective | Real winner | Value (ms) |
|
||||
|---|---|---:|
|
||||
| ttft_ms:pooled_mean_ms | tp4_mns8 | 64.28 |
|
||||
| ttft_ms:pooled_p90_ms | tp4_mns8 | 67.95 |
|
||||
| e2e_ms:pooled_mean_ms | tp4_mns8 | 64.33 |
|
||||
| e2e_ms:pooled_p90_ms | tp4_mns8 | 67.99 |
|
||||
@@ -0,0 +1 @@
|
||||
{"e2e_ms:pooled_mean_ms": {"ranking": ["tp4_mns8", "tp4_mns32", "tp4_mns64", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns32", "tp1_mns16", "tp1_mns8", "tp1_mns64"], "winner": "tp4_mns8", "winner_value_ms": 64.32922621852013}, "e2e_ms:pooled_p90_ms": {"ranking": ["tp4_mns8", "tp4_mns64", "tp4_mns32", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns16", "tp1_mns32", "tp1_mns8", "tp1_mns64"], "winner": "tp4_mns8", "winner_value_ms": 67.98768497537822}, "ttft_ms:pooled_mean_ms": {"ranking": ["tp4_mns8", "tp4_mns32", "tp4_mns64", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns32", "tp1_mns16", "tp1_mns8", "tp1_mns64"], "winner": "tp4_mns8", "winner_value_ms": 64.2842707174255}, "ttft_ms:pooled_p90_ms": {"ranking": ["tp4_mns8", "tp4_mns64", "tp4_mns32", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns16", "tp1_mns32", "tp1_mns8", "tp1_mns64"], "winner": "tp4_mns8", "winner_value_ms": 67.94753996655345}}
|
||||
@@ -0,0 +1,326 @@
|
||||
{
|
||||
"applicable_metrics": [
|
||||
"ttft_ms",
|
||||
"e2e_ms"
|
||||
],
|
||||
"cells": {
|
||||
"tp1_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 340.75522510609915,
|
||||
"p90": 832.752247743656
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 340.75522510609915,
|
||||
"p90": 832.752247743656
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp1_mns16/tp1/result.json"
|
||||
},
|
||||
"tp1_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 340.75598360435777,
|
||||
"p90": 832.752247743656
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 340.75598360435777,
|
||||
"p90": 832.752247743656
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp1_mns32/tp1/result.json"
|
||||
},
|
||||
"tp1_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 340.7569941487134,
|
||||
"p90": 832.752247743656
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 340.7569941487134,
|
||||
"p90": 832.752247743656
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp1_mns64/tp1/result.json"
|
||||
},
|
||||
"tp1_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 340.75522510609915,
|
||||
"p90": 832.752247743656
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 340.75522510609915,
|
||||
"p90": 832.752247743656
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp1_mns8/tp1/result.json"
|
||||
},
|
||||
"tp2_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 222.73961839402438,
|
||||
"p90": 513.3421414172687
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 222.73961839402438,
|
||||
"p90": 513.3421414172687
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp2_mns16/tp2/result.json"
|
||||
},
|
||||
"tp2_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 222.7393083124536,
|
||||
"p90": 513.3421414172687
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 222.7393083124536,
|
||||
"p90": 513.3421414172687
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp2_mns32/tp2/result.json"
|
||||
},
|
||||
"tp2_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 222.73932355314494,
|
||||
"p90": 513.3421414172687
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 222.73932355314494,
|
||||
"p90": 513.3421414172687
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp2_mns64/tp2/result.json"
|
||||
},
|
||||
"tp2_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 222.73961839402438,
|
||||
"p90": 513.3421414172687
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 222.73961839402438,
|
||||
"p90": 513.3421414172687
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp2_mns8/tp2/result.json"
|
||||
},
|
||||
"tp4_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 164.583607484367,
|
||||
"p90": 355.93888195481327
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 164.583607484367,
|
||||
"p90": 355.93888195481327
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp4_mns16/tp4/result.json"
|
||||
},
|
||||
"tp4_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 164.58396574139448,
|
||||
"p90": 355.93888195481327
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 164.58396574139448,
|
||||
"p90": 355.93888195481327
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp4_mns32/tp4/result.json"
|
||||
},
|
||||
"tp4_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 164.58471606968033,
|
||||
"p90": 355.93888195481327
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 164.58471606968033,
|
||||
"p90": 355.93888195481327
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp4_mns64/tp4/result.json"
|
||||
},
|
||||
"tp4_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 164.583607484367,
|
||||
"p90": 355.93888195481327
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 164.583607484367,
|
||||
"p90": 355.93888195481327
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po/runs/tp4_mns8/tp4/result.json"
|
||||
}
|
||||
},
|
||||
"prefill_only": true,
|
||||
"real_audit": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/analysis-r6/trace-po-real-audit.json",
|
||||
"schema": "qwen30-latency-case-frontier-real-comparison-v1",
|
||||
"selection": {
|
||||
"e2e_ms:mean": {
|
||||
"agreement": 0.8412698412698413,
|
||||
"concordant_pairs": 53,
|
||||
"discordant_pairs": 10,
|
||||
"informative_pairs": 63,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"selected_config_real_regret": 0.0318784105178655,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns16",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 3,
|
||||
"winner_match": false
|
||||
},
|
||||
"e2e_ms:p90": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.0033158177113489728,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_ms:mean": {
|
||||
"agreement": 0.8412698412698413,
|
||||
"concordant_pairs": 53,
|
||||
"discordant_pairs": 10,
|
||||
"informative_pairs": 63,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"selected_config_real_regret": 0.03187213306057872,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns16",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 3,
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_ms:p90": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.0037779133092611917,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
}
|
||||
},
|
||||
"sim_root": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/sim/trace-po"
|
||||
}
|
||||
@@ -0,0 +1,8 @@
|
||||
# Qwen30 Frontier vs real latency selection
|
||||
|
||||
| Objective | Frontier | Real | Match | Regret | Pairwise |
|
||||
|---|---|---|---:|---:|---:|
|
||||
| ttft_ms:mean | tp4_mns16 | tp4_mns64 | no | 3.2% | 84.1% |
|
||||
| ttft_ms:p90 | tp4_mns16 | tp4_mns8 | no | 0.4% | 100.0% |
|
||||
| e2e_ms:mean | tp4_mns16 | tp4_mns64 | no | 3.2% | 84.1% |
|
||||
| e2e_ms:p90 | tp4_mns16 | tp4_mns8 | no | 0.3% | 100.0% |
|
||||
@@ -0,0 +1 @@
|
||||
{"e2e_ms:mean": {"agreement": 0.8412698412698413, "concordant_pairs": 53, "discordant_pairs": 10, "informative_pairs": 63, "real_ranking": ["tp4_mns64", "tp4_mns32", "tp4_mns8", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns16", "tp1_mns64", "tp1_mns32", "tp1_mns8"], "real_winner": "tp4_mns64", "selected_config_real_regret": 0.0318784105178655, "sim_ranking": ["tp4_mns16", "tp4_mns8", "tp4_mns32", "tp4_mns64", "tp2_mns32", "tp2_mns64", "tp2_mns16", "tp2_mns8", "tp1_mns16", "tp1_mns8", "tp1_mns32", "tp1_mns64"], "sim_winner": "tp4_mns16", "tied_pairs": 3, "winner_match": false}, "e2e_ms:p90": {"agreement": 1.0, "concordant_pairs": 48, "discordant_pairs": 0, "informative_pairs": 48, "real_ranking": ["tp4_mns8", "tp4_mns64", "tp4_mns32", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns8", "tp1_mns16", "tp1_mns32", "tp1_mns64"], "real_winner": "tp4_mns8", "selected_config_real_regret": 0.0033158177113489728, "sim_ranking": ["tp4_mns16", "tp4_mns32", "tp4_mns64", "tp4_mns8", "tp2_mns16", "tp2_mns32", "tp2_mns64", "tp2_mns8", "tp1_mns16", "tp1_mns32", "tp1_mns64", "tp1_mns8"], "sim_winner": "tp4_mns16", "tied_pairs": 18, "winner_match": false}, "ttft_ms:mean": {"agreement": 0.8412698412698413, "concordant_pairs": 53, "discordant_pairs": 10, "informative_pairs": 63, "real_ranking": ["tp4_mns64", "tp4_mns32", "tp4_mns8", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns16", "tp1_mns64", "tp1_mns32", "tp1_mns8"], "real_winner": "tp4_mns64", "selected_config_real_regret": 0.03187213306057872, "sim_ranking": ["tp4_mns16", "tp4_mns8", "tp4_mns32", "tp4_mns64", "tp2_mns32", "tp2_mns64", "tp2_mns16", "tp2_mns8", "tp1_mns16", "tp1_mns8", "tp1_mns32", "tp1_mns64"], "sim_winner": "tp4_mns16", "tied_pairs": 3, "winner_match": false}, "ttft_ms:p90": {"agreement": 1.0, "concordant_pairs": 48, "discordant_pairs": 0, "informative_pairs": 48, "real_ranking": ["tp4_mns8", "tp4_mns64", "tp4_mns32", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns8", "tp1_mns16", "tp1_mns32", "tp1_mns64"], "real_winner": "tp4_mns8", "selected_config_real_regret": 0.0037779133092611917, "sim_ranking": ["tp4_mns16", "tp4_mns32", "tp4_mns64", "tp4_mns8", "tp2_mns16", "tp2_mns32", "tp2_mns64", "tp2_mns8", "tp1_mns16", "tp1_mns32", "tp1_mns64", "tp1_mns8"], "sim_winner": "tp4_mns16", "tied_pairs": 18, "winner_match": false}}
|
||||
@@ -0,0 +1,997 @@
|
||||
{
|
||||
"applicable_metrics": [
|
||||
"ttft_ms",
|
||||
"e2e_ms"
|
||||
],
|
||||
"case_root": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po",
|
||||
"configs": {
|
||||
"tp1_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"pooled_mean_ms": 552.8720716136033,
|
||||
"pooled_p90_ms": 1849.5772210881114,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 552.8720716136035,
|
||||
"trial_stddev_of_means_ms": 2.521785864921604
|
||||
},
|
||||
"ttft_ms": {
|
||||
"pooled_mean_ms": 552.8045099093855,
|
||||
"pooled_p90_ms": 1849.544870085083,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 552.8045099093856,
|
||||
"trial_stddev_of_means_ms": 2.520195001336989
|
||||
}
|
||||
},
|
||||
"trials": [
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 551.4591356410912,
|
||||
"p90_ms": 1849.5772210881114,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 551.3877547012152,
|
||||
"p90_ms": 1849.544870085083,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp1_mns16/trial1/results/result.json",
|
||||
"trial": 1
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 551.3735196675904,
|
||||
"p90_ms": 1854.1427809977904,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 551.311527398711,
|
||||
"p90_ms": 1854.09467399586,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp1_mns16/trial2/results/result.json",
|
||||
"trial": 2
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 555.7835595321286,
|
||||
"p90_ms": 1865.3576440410689,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 555.7142476282306,
|
||||
"p90_ms": 1865.324669983238,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp1_mns16/trial3/results/result.json",
|
||||
"trial": 3
|
||||
}
|
||||
]
|
||||
},
|
||||
"tp1_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"pooled_mean_ms": 553.9655365312751,
|
||||
"pooled_p90_ms": 1858.5613030008972,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 553.9655365312751,
|
||||
"trial_stddev_of_means_ms": 0.562579474030608
|
||||
},
|
||||
"ttft_ms": {
|
||||
"pooled_mean_ms": 553.8995644734638,
|
||||
"pooled_p90_ms": 1858.5308340843767,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 553.8995644734638,
|
||||
"trial_stddev_of_means_ms": 0.5595598051891147
|
||||
}
|
||||
},
|
||||
"trials": [
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 554.533127208002,
|
||||
"p90_ms": 1863.7738740071654,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 554.4650907711263,
|
||||
"p90_ms": 1863.7414400000125,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp1_mns32/trial1/results/result.json",
|
||||
"trial": 1
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 553.4081058838412,
|
||||
"p90_ms": 1860.4962331010029,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 553.3461683987488,
|
||||
"p90_ms": 1860.462275100872,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp1_mns32/trial2/results/result.json",
|
||||
"trial": 2
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 553.9553765019821,
|
||||
"p90_ms": 1858.5613030008972,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 553.8874342505163,
|
||||
"p90_ms": 1858.5308340843767,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp1_mns32/trial3/results/result.json",
|
||||
"trial": 3
|
||||
}
|
||||
]
|
||||
},
|
||||
"tp1_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"pooled_mean_ms": 553.5116215725009,
|
||||
"pooled_p90_ms": 1862.3707490041852,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 553.5116215725008,
|
||||
"trial_stddev_of_means_ms": 2.551946974085908
|
||||
},
|
||||
"ttft_ms": {
|
||||
"pooled_mean_ms": 553.4431933351968,
|
||||
"pooled_p90_ms": 1862.3419440118596,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 553.4431933351968,
|
||||
"trial_stddev_of_means_ms": 2.558476651513527
|
||||
}
|
||||
},
|
||||
"trials": [
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 551.9927626163446,
|
||||
"p90_ms": 1863.004481070675,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 551.9189011646695,
|
||||
"p90_ms": 1862.9671899834648,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp1_mns64/trial1/results/result.json",
|
||||
"trial": 1
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 556.4578829970312,
|
||||
"p90_ms": 1876.7878300277516,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 556.3969604667392,
|
||||
"p90_ms": 1876.7514559440315,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
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||||
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|
||||
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||||
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||||
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||||
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|
||||
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|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns16/trial3/results/result.json",
|
||||
"trial": 3
|
||||
}
|
||||
]
|
||||
},
|
||||
"tp4_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
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|
||||
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|
||||
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|
||||
"trial_mean_of_means_ms": 227.01489424738475,
|
||||
"trial_stddev_of_means_ms": 1.0302265785061928
|
||||
},
|
||||
"ttft_ms": {
|
||||
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|
||||
"pooled_p90_ms": 668.0838000029325,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 226.9508410934046,
|
||||
"trial_stddev_of_means_ms": 1.0309199236641802
|
||||
}
|
||||
},
|
||||
"trials": [
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 227.36105044253256,
|
||||
"p90_ms": 668.9074879977852,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 227.29304120623212,
|
||||
"p90_ms": 668.8842560397461,
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||||
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||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns32/trial1/results/result.json",
|
||||
"trial": 1
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 227.82746249586054,
|
||||
"p90_ms": 668.1078639812768,
|
||||
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|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 227.7671468305192,
|
||||
"p90_ms": 668.0838000029325,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns32/trial2/results/result.json",
|
||||
"trial": 2
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 225.8561698037611,
|
||||
"p90_ms": 668.5177159961313,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 225.79233524346247,
|
||||
"p90_ms": 668.1753649609163,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns32/trial3/results/result.json",
|
||||
"trial": 3
|
||||
}
|
||||
]
|
||||
},
|
||||
"tp4_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"pooled_mean_ms": 223.1923911500318,
|
||||
"pooled_p90_ms": 668.0814319988713,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 223.1923911500318,
|
||||
"trial_stddev_of_means_ms": 1.0834054130133073
|
||||
},
|
||||
"ttft_ms": {
|
||||
"pooled_mean_ms": 223.12445959072676,
|
||||
"pooled_p90_ms": 668.0591680342332,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 223.1244595907268,
|
||||
"trial_stddev_of_means_ms": 1.078830920161661
|
||||
}
|
||||
},
|
||||
"trials": [
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 224.0322316110553,
|
||||
"p90_ms": 668.6453759903088,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 223.96008559961103,
|
||||
"p90_ms": 668.1041569681838,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns64/trial1/results/result.json",
|
||||
"trial": 1
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 223.57544556978453,
|
||||
"p90_ms": 697.0440980512649,
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||||
"samples": 129
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||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 223.50675472538455,
|
||||
"p90_ms": 697.0191639848053,
|
||||
"samples": 129
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||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns64/trial2/results/result.json",
|
||||
"trial": 2
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 221.96949626925553,
|
||||
"p90_ms": 668.0814319988713,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 221.9065384471847,
|
||||
"p90_ms": 668.0591680342332,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns64/trial3/results/result.json",
|
||||
"trial": 3
|
||||
}
|
||||
]
|
||||
},
|
||||
"tp4_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"pooled_mean_ms": 229.07142115104702,
|
||||
"pooled_p90_ms": 667.0993800507858,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 229.07142115104702,
|
||||
"trial_stddev_of_means_ms": 1.6982436653662605
|
||||
},
|
||||
"ttft_ms": {
|
||||
"pooled_mean_ms": 229.00724306236953,
|
||||
"pooled_p90_ms": 666.7667380534112,
|
||||
"pooled_samples": 387,
|
||||
"trial_mean_of_means_ms": 229.00724306236953,
|
||||
"trial_stddev_of_means_ms": 1.6999412520227009
|
||||
}
|
||||
},
|
||||
"trials": [
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 227.73505919955872,
|
||||
"p90_ms": 667.3817320261151,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 227.67112628275225,
|
||||
"p90_ms": 667.0240580569953,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns8/trial1/results/result.json",
|
||||
"trial": 1
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 230.98243522013775,
|
||||
"p90_ms": 667.0993800507858,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 230.92065048909407,
|
||||
"p90_ms": 666.7667380534112,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns8/trial2/results/result.json",
|
||||
"trial": 2
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 228.4967690334446,
|
||||
"p90_ms": 667.9027479840443,
|
||||
"samples": 129
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 228.42995241526225,
|
||||
"p90_ms": 667.7060039946809,
|
||||
"samples": 129
|
||||
}
|
||||
},
|
||||
"requests": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/real-r6/trace-po/real/tp4_mns8/trial3/results/result.json",
|
||||
"trial": 3
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"prefill_only": true,
|
||||
"schema": "qwen30-latency-case-real-audit-v1",
|
||||
"trace_manifests": {
|
||||
"tp1": {
|
||||
"description": "trace-derived: exact input/arrival/session/prefix; output override only",
|
||||
"first_arrival_s": 6.698,
|
||||
"global_offered_request_rate": 0.215,
|
||||
"last_arrival_s": 597.037,
|
||||
"output_tokens": [
|
||||
1
|
||||
],
|
||||
"per_gpu_offered_request_rate": 0.215,
|
||||
"prefix_caching": true,
|
||||
"private_jsonl": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/trace-po/tp1/private/real_requests.jsonl",
|
||||
"private_jsonl_sha256": "525bf779bbd111bc3c42ac65af5cfed36ce59806acc521ee16d1c5ce7b3a6152",
|
||||
"public_csv": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/trace-po/tp1/public/frontier.csv",
|
||||
"public_csv_sha256": "eccab2e2f50f566eb4ec78291d126fce5fe9cb426eb89993c1b63b18f83dfc29",
|
||||
"requests": 129,
|
||||
"row_vector_sha256": "3df3a57e6a796e76d42f846fbfef59049f2bd804f4d3eda8ecbc9d96b43dc6ce",
|
||||
"schema": "qwen30-latency-case-v1",
|
||||
"tensor_parallel_size": 1
|
||||
},
|
||||
"tp2": {
|
||||
"description": "trace-derived: exact input/arrival/session/prefix; output override only",
|
||||
"first_arrival_s": 3.349,
|
||||
"global_offered_request_rate": 0.43,
|
||||
"last_arrival_s": 298.5185,
|
||||
"output_tokens": [
|
||||
1
|
||||
],
|
||||
"per_gpu_offered_request_rate": 0.215,
|
||||
"prefix_caching": true,
|
||||
"private_jsonl": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/trace-po/tp2/private/real_requests.jsonl",
|
||||
"private_jsonl_sha256": "61bdb8a7245426a7c283d0f2944657d3eda46b1c04998c88b025a2411fe15340",
|
||||
"public_csv": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/trace-po/tp2/public/frontier.csv",
|
||||
"public_csv_sha256": "26701486cfb655a301b129acd14ab8d78b94ec843b4ceca8e222cee466e40535",
|
||||
"requests": 129,
|
||||
"row_vector_sha256": "f20dd473240fd243d38cb727f7896457e86da9e965b4f23f565aef5f3fc70351",
|
||||
"schema": "qwen30-latency-case-v1",
|
||||
"tensor_parallel_size": 2
|
||||
},
|
||||
"tp4": {
|
||||
"description": "trace-derived: exact input/arrival/session/prefix; output override only",
|
||||
"first_arrival_s": 1.6745,
|
||||
"global_offered_request_rate": 0.86,
|
||||
"last_arrival_s": 149.25925,
|
||||
"output_tokens": [
|
||||
1
|
||||
],
|
||||
"per_gpu_offered_request_rate": 0.215,
|
||||
"prefix_caching": true,
|
||||
"private_jsonl": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/trace-po/tp4/private/real_requests.jsonl",
|
||||
"private_jsonl_sha256": "c38514fa524fc215cd9097d990a2985532f83ac6314bc46ad89ebfc1bd89b4f8",
|
||||
"public_csv": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/trace-po/tp4/public/frontier.csv",
|
||||
"public_csv_sha256": "f4112a2b0366b559bfced6a0986a01e2b7b39899a650d030c3e680b3dc63c92e",
|
||||
"requests": 129,
|
||||
"row_vector_sha256": "851e796f6d3e87444b58da87e0ef4b7482a13bb6502cb6873fa80523877ab74e",
|
||||
"schema": "qwen30-latency-case-v1",
|
||||
"tensor_parallel_size": 4
|
||||
}
|
||||
},
|
||||
"traces_root": "/home/admin/cpfs/wjh/aituner/qwen30-latency-expansion-20260718-r2/traces/trace-po",
|
||||
"winners": {
|
||||
"e2e_ms:pooled_mean_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"winner": "tp4_mns64",
|
||||
"winner_value_ms": 223.1923911500318
|
||||
},
|
||||
"e2e_ms:pooled_p90_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"winner": "tp4_mns8",
|
||||
"winner_value_ms": 667.0993800507858
|
||||
},
|
||||
"ttft_ms:pooled_mean_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns32",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"winner": "tp4_mns64",
|
||||
"winner_value_ms": 223.12445959072676
|
||||
},
|
||||
"ttft_ms:pooled_p90_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"winner": "tp4_mns8",
|
||||
"winner_value_ms": 666.7667380534112
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,10 @@
|
||||
# Qwen30 real latency case audit
|
||||
|
||||
Prefill-only: `True`.
|
||||
|
||||
| Objective | Real winner | Value (ms) |
|
||||
|---|---|---:|
|
||||
| ttft_ms:pooled_mean_ms | tp4_mns64 | 223.12 |
|
||||
| ttft_ms:pooled_p90_ms | tp4_mns8 | 666.77 |
|
||||
| e2e_ms:pooled_mean_ms | tp4_mns64 | 223.19 |
|
||||
| e2e_ms:pooled_p90_ms | tp4_mns8 | 667.10 |
|
||||
@@ -0,0 +1 @@
|
||||
{"e2e_ms:pooled_mean_ms": {"ranking": ["tp4_mns64", "tp4_mns32", "tp4_mns8", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns16", "tp1_mns64", "tp1_mns32", "tp1_mns8"], "winner": "tp4_mns64", "winner_value_ms": 223.1923911500318}, "e2e_ms:pooled_p90_ms": {"ranking": ["tp4_mns8", "tp4_mns64", "tp4_mns32", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns8", "tp1_mns16", "tp1_mns32", "tp1_mns64"], "winner": "tp4_mns8", "winner_value_ms": 667.0993800507858}, "ttft_ms:pooled_mean_ms": {"ranking": ["tp4_mns64", "tp4_mns32", "tp4_mns8", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns16", "tp1_mns64", "tp1_mns32", "tp1_mns8"], "winner": "tp4_mns64", "winner_value_ms": 223.12445959072676}, "ttft_ms:pooled_p90_ms": {"ranking": ["tp4_mns8", "tp4_mns64", "tp4_mns32", "tp4_mns16", "tp2_mns64", "tp2_mns8", "tp2_mns32", "tp2_mns16", "tp1_mns8", "tp1_mns16", "tp1_mns32", "tp1_mns64"], "winner": "tp4_mns8", "winner_value_ms": 666.7667380534112}}
|
||||
@@ -0,0 +1,453 @@
|
||||
{
|
||||
"applicable_metrics": [
|
||||
"ttft_ms",
|
||||
"tpot_ms",
|
||||
"e2e_ms"
|
||||
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"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp1_mns16/tp1/result.json"
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||||
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||||
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||||
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||||
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"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp1_mns32/tp1/result.json"
|
||||
},
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||||
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||||
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||||
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"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp1_mns64/tp1/result.json"
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||||
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"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp1_mns8/tp1/result.json"
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||||
},
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||||
"tp2_mns16": {
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||||
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"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp2_mns16/tp2/result.json"
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||||
},
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||||
"tp2_mns32": {
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||||
"metrics": {
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||||
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},
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"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp2_mns32/tp2/result.json"
|
||||
},
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||||
"tp2_mns64": {
|
||||
"metrics": {
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||||
"e2e_ms": {
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||||
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"tpot_ms": {
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"ttft_ms": {
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}
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},
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||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp2_mns64/tp2/result.json"
|
||||
},
|
||||
"tp2_mns8": {
|
||||
"metrics": {
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||||
"e2e_ms": {
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||||
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"tpot_ms": {
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"ttft_ms": {
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}
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||||
},
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||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp2_mns8/tp2/result.json"
|
||||
},
|
||||
"tp4_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
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||||
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"tpot_ms": {
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"ttft_ms": {
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}
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},
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||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp4_mns16/tp4/result.json"
|
||||
},
|
||||
"tp4_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 41823.75653856865,
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"tpot_ms": {
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"ttft_ms": {
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}
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||||
},
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||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp4_mns32/tp4/result.json"
|
||||
},
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||||
"tp4_mns64": {
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||||
"metrics": {
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||||
"e2e_ms": {
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"tpot_ms": {
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"ttft_ms": {
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}
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||||
},
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||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp4_mns64/tp4/result.json"
|
||||
},
|
||||
"tp4_mns8": {
|
||||
"metrics": {
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||||
"e2e_ms": {
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||||
"mean": 133968.39678804282,
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},
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"tpot_ms": {
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"mean": 37.645089303294014,
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"ttft_ms": {
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}
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||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd/runs/tp4_mns8/tp4/result.json"
|
||||
}
|
||||
},
|
||||
"prefill_only": false,
|
||||
"real_audit": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/analysis/fixed-pd/real-audit.json",
|
||||
"schema": "qwen30-latency-case-frontier-real-comparison-v1",
|
||||
"selection": {
|
||||
"e2e_ms:mean": {
|
||||
"agreement": 0.5151515151515151,
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||||
"concordant_pairs": 34,
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||||
"discordant_pairs": 32,
|
||||
"informative_pairs": 66,
|
||||
"real_ranking": [
|
||||
"tp1_mns32",
|
||||
"tp4_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp4_mns16",
|
||||
"tp4_mns64",
|
||||
"tp1_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp1_mns32",
|
||||
"selected_config_real_regret": 0.017005214686575575,
|
||||
"sim_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns32",
|
||||
"tp1_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp4_mns8",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": false
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||||
},
|
||||
"e2e_ms:p90": {
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||||
"agreement": 0.5151515151515151,
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||||
"concordant_pairs": 34,
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||||
"discordant_pairs": 32,
|
||||
"informative_pairs": 66,
|
||||
"real_ranking": [
|
||||
"tp1_mns32",
|
||||
"tp1_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp1_mns32",
|
||||
"selected_config_real_regret": 0.054933980018932745,
|
||||
"sim_ranking": [
|
||||
"tp2_mns64",
|
||||
"tp4_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns32",
|
||||
"tp1_mns32",
|
||||
"tp2_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp4_mns8",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp2_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": false
|
||||
},
|
||||
"tpot_ms:mean": {
|
||||
"agreement": 0.48484848484848486,
|
||||
"concordant_pairs": 32,
|
||||
"discordant_pairs": 34,
|
||||
"informative_pairs": 66,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns8",
|
||||
"tp4_mns16",
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.0,
|
||||
"sim_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"sim_winner": "tp4_mns8",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
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||||
},
|
||||
"tpot_ms:p90": {
|
||||
"agreement": 0.42424242424242425,
|
||||
"concordant_pairs": 28,
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||||
"discordant_pairs": 38,
|
||||
"informative_pairs": 66,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns64",
|
||||
"tp2_mns8",
|
||||
"tp4_mns32",
|
||||
"tp2_mns64",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"selected_config_real_regret": 0.0,
|
||||
"sim_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp4_mns32",
|
||||
"tp2_mns16",
|
||||
"tp4_mns64",
|
||||
"tp1_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"sim_winner": "tp4_mns8",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
},
|
||||
"ttft_ms:mean": {
|
||||
"agreement": 0.5909090909090909,
|
||||
"concordant_pairs": 39,
|
||||
"discordant_pairs": 27,
|
||||
"informative_pairs": 66,
|
||||
"real_ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns32",
|
||||
"selected_config_real_regret": 0.5797674051508896,
|
||||
"sim_ranking": [
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns64",
|
||||
"tp1_mns32",
|
||||
"tp2_mns32",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp4_mns8",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp2_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_ms:p90": {
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||||
"agreement": 0.5909090909090909,
|
||||
"concordant_pairs": 39,
|
||||
"discordant_pairs": 27,
|
||||
"informative_pairs": 66,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp1_mns8",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"selected_config_real_regret": 0.5620663582204116,
|
||||
"sim_ranking": [
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns64",
|
||||
"tp1_mns32",
|
||||
"tp2_mns32",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp4_mns8",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp2_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": false
|
||||
}
|
||||
},
|
||||
"sim_root": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-pd"
|
||||
}
|
||||
@@ -0,0 +1,10 @@
|
||||
# Qwen30 Frontier vs real latency selection
|
||||
|
||||
| Objective | Frontier | Real | Match | Regret | Pairwise |
|
||||
|---|---|---|---:|---:|---:|
|
||||
| ttft_ms:mean | tp2_mns64 | tp4_mns32 | no | 58.0% | 59.1% |
|
||||
| ttft_ms:p90 | tp2_mns64 | tp4_mns64 | no | 56.2% | 59.1% |
|
||||
| tpot_ms:mean | tp4_mns8 | tp4_mns8 | yes | 0.0% | 48.5% |
|
||||
| tpot_ms:p90 | tp4_mns8 | tp4_mns8 | yes | 0.0% | 42.4% |
|
||||
| e2e_ms:mean | tp4_mns64 | tp1_mns32 | no | 1.7% | 51.5% |
|
||||
| e2e_ms:p90 | tp2_mns64 | tp1_mns32 | no | 5.5% | 51.5% |
|
||||
File diff suppressed because it is too large
Load Diff
@@ -0,0 +1,12 @@
|
||||
# Qwen30 real latency case audit
|
||||
|
||||
Prefill-only: `False`.
|
||||
|
||||
| Objective | Real winner | Value (ms) |
|
||||
|---|---|---:|
|
||||
| ttft_ms:pooled_mean_ms | tp4_mns32 | 123.16 |
|
||||
| ttft_ms:pooled_p90_ms | tp4_mns64 | 126.84 |
|
||||
| tpot_ms:pooled_mean_ms | tp4_mns8 | 8.42 |
|
||||
| tpot_ms:pooled_p90_ms | tp4_mns8 | 8.77 |
|
||||
| e2e_ms:pooled_mean_ms | tp1_mns32 | 3203.72 |
|
||||
| e2e_ms:pooled_p90_ms | tp1_mns32 | 3389.19 |
|
||||
@@ -0,0 +1,326 @@
|
||||
{
|
||||
"applicable_metrics": [
|
||||
"ttft_ms",
|
||||
"e2e_ms"
|
||||
],
|
||||
"cells": {
|
||||
"tp1_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 267.46878507222704,
|
||||
"p90": 267.46878507223215
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 267.46878507222704,
|
||||
"p90": 267.46878507223215
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp1_mns16/tp1/result.json"
|
||||
},
|
||||
"tp1_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 267.46878507222704,
|
||||
"p90": 267.46878507223215
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 267.46878507222704,
|
||||
"p90": 267.46878507223215
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp1_mns32/tp1/result.json"
|
||||
},
|
||||
"tp1_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 267.46878507222704,
|
||||
"p90": 267.46878507223215
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 267.46878507222704,
|
||||
"p90": 267.46878507223215
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp1_mns64/tp1/result.json"
|
||||
},
|
||||
"tp1_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 267.46878507222704,
|
||||
"p90": 267.46878507223215
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 267.46878507222704,
|
||||
"p90": 267.46878507223215
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp1_mns8/tp1/result.json"
|
||||
},
|
||||
"tp2_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 175.26431810890125,
|
||||
"p90": 175.2643181089013
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 175.26431810890125,
|
||||
"p90": 175.2643181089013
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp2_mns16/tp2/result.json"
|
||||
},
|
||||
"tp2_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 175.26431810890125,
|
||||
"p90": 175.2643181089013
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 175.26431810890125,
|
||||
"p90": 175.2643181089013
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp2_mns32/tp2/result.json"
|
||||
},
|
||||
"tp2_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 175.26431810890125,
|
||||
"p90": 175.2643181089013
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 175.26431810890125,
|
||||
"p90": 175.2643181089013
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp2_mns64/tp2/result.json"
|
||||
},
|
||||
"tp2_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 175.26431810890125,
|
||||
"p90": 175.2643181089013
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 175.26431810890125,
|
||||
"p90": 175.2643181089013
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp2_mns8/tp2/result.json"
|
||||
},
|
||||
"tp4_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 127.7919646347385,
|
||||
"p90": 127.79196463473852
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 127.7919646347385,
|
||||
"p90": 127.79196463473852
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp4_mns16/tp4/result.json"
|
||||
},
|
||||
"tp4_mns32": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 127.7919646347385,
|
||||
"p90": 127.79196463473852
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 127.7919646347385,
|
||||
"p90": 127.79196463473852
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp4_mns32/tp4/result.json"
|
||||
},
|
||||
"tp4_mns64": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 127.7919646347385,
|
||||
"p90": 127.79196463473852
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 127.7919646347385,
|
||||
"p90": 127.79196463473852
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp4_mns64/tp4/result.json"
|
||||
},
|
||||
"tp4_mns8": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean": 127.7919646347385,
|
||||
"p90": 127.79196463473852
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean": 127.7919646347385,
|
||||
"p90": 127.79196463473852
|
||||
}
|
||||
},
|
||||
"path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po/runs/tp4_mns8/tp4/result.json"
|
||||
}
|
||||
},
|
||||
"prefill_only": true,
|
||||
"real_audit": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/analysis/fixed-po/real-audit.json",
|
||||
"schema": "qwen30-latency-case-frontier-real-comparison-v1",
|
||||
"selection": {
|
||||
"e2e_ms:mean": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns32",
|
||||
"selected_config_real_regret": 0.0034531419781375313,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"e2e_ms:p90": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns32",
|
||||
"selected_config_real_regret": 0.005277055274057908,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_ms:mean": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns32",
|
||||
"selected_config_real_regret": 0.003463041945107654,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
},
|
||||
"ttft_ms:p90": {
|
||||
"agreement": 1.0,
|
||||
"concordant_pairs": 48,
|
||||
"discordant_pairs": 0,
|
||||
"informative_pairs": 48,
|
||||
"real_ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns32",
|
||||
"selected_config_real_regret": 0.005266030780421245,
|
||||
"sim_ranking": [
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns8",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns16",
|
||||
"tied_pairs": 18,
|
||||
"winner_match": false
|
||||
}
|
||||
},
|
||||
"sim_root": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/sim/fixed-po"
|
||||
}
|
||||
@@ -0,0 +1,8 @@
|
||||
# Qwen30 Frontier vs real latency selection
|
||||
|
||||
| Objective | Frontier | Real | Match | Regret | Pairwise |
|
||||
|---|---|---|---:|---:|---:|
|
||||
| ttft_ms:mean | tp4_mns16 | tp4_mns32 | no | 0.3% | 100.0% |
|
||||
| ttft_ms:p90 | tp4_mns16 | tp4_mns32 | no | 0.5% | 100.0% |
|
||||
| e2e_ms:mean | tp4_mns16 | tp4_mns32 | no | 0.3% | 100.0% |
|
||||
| e2e_ms:p90 | tp4_mns16 | tp4_mns32 | no | 0.5% | 100.0% |
|
||||
@@ -0,0 +1,997 @@
|
||||
{
|
||||
"applicable_metrics": [
|
||||
"ttft_ms",
|
||||
"e2e_ms"
|
||||
],
|
||||
"case_root": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/real/fixed-po",
|
||||
"configs": {
|
||||
"tp1_mns16": {
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"pooled_mean_ms": 311.5405924270961,
|
||||
"pooled_p90_ms": 313.7628498952836,
|
||||
"pooled_samples": 771,
|
||||
"trial_mean_of_means_ms": 311.5405924270961,
|
||||
"trial_stddev_of_means_ms": 1.3039412575877052
|
||||
},
|
||||
"ttft_ms": {
|
||||
"pooled_mean_ms": 311.49589566449873,
|
||||
"pooled_p90_ms": 313.7203580699861,
|
||||
"pooled_samples": 771,
|
||||
"trial_mean_of_means_ms": 311.49589566449873,
|
||||
"trial_stddev_of_means_ms": 1.3039649961427384
|
||||
}
|
||||
},
|
||||
"trials": [
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 310.6955070939125,
|
||||
"p90_ms": 311.31368898786604,
|
||||
"samples": 257
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 310.65253322356983,
|
||||
"p90_ms": 311.2668279791251,
|
||||
"samples": 257
|
||||
}
|
||||
},
|
||||
"requests": 257,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/real/fixed-po/real/tp1_mns16/trial1/results/result.json",
|
||||
"trial": 1
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 310.8839521212648,
|
||||
"p90_ms": 311.4629740593955,
|
||||
"samples": 257
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ms": 310.837354891071,
|
||||
"p90_ms": 311.4192739594728,
|
||||
"samples": 257
|
||||
}
|
||||
},
|
||||
"requests": 257,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/real/fixed-po/real/tp1_mns16/trial2/results/result.json",
|
||||
"trial": 2
|
||||
},
|
||||
{
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ms": 313.04231806611097,
|
||||
"p90_ms": 314.1881680348888,
|
||||
"samples": 257
|
||||
},
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"public_csv_sha256": "67429bf430436a23979a0007707a03f4c67af962b9466cd230294a3c62696931",
|
||||
"requests": 257,
|
||||
"row_vector_sha256": "ab5af2eddc7d07420c6fcdf28b3a014d7241b2b35471ee581c6d7a8e3afb93e6",
|
||||
"schema": "qwen30-latency-case-v1",
|
||||
"tensor_parallel_size": 4
|
||||
}
|
||||
},
|
||||
"traces_root": "/home/admin/cpfs/wjh/aituner/qwen30-fixed-pressure-surface-20260719-r1/traces/fixed-po",
|
||||
"winners": {
|
||||
"e2e_ms:pooled_mean_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"winner": "tp4_mns32",
|
||||
"winner_value_ms": 113.43910740842456
|
||||
},
|
||||
"e2e_ms:pooled_p90_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"winner": "tp4_mns32",
|
||||
"winner_value_ms": 114.73881592974067
|
||||
},
|
||||
"ttft_ms:pooled_mean_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"winner": "tp4_mns32",
|
||||
"winner_value_ms": 113.39516492515813
|
||||
},
|
||||
"ttft_ms:pooled_p90_ms": {
|
||||
"ranking": [
|
||||
"tp4_mns32",
|
||||
"tp4_mns8",
|
||||
"tp4_mns64",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp2_mns64",
|
||||
"tp2_mns32",
|
||||
"tp2_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns16",
|
||||
"tp1_mns64",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"winner": "tp4_mns32",
|
||||
"winner_value_ms": 114.69435307662934
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -0,0 +1,10 @@
|
||||
# Qwen30 real latency case audit
|
||||
|
||||
Prefill-only: `True`.
|
||||
|
||||
| Objective | Real winner | Value (ms) |
|
||||
|---|---|---:|
|
||||
| ttft_ms:pooled_mean_ms | tp4_mns32 | 113.40 |
|
||||
| ttft_ms:pooled_p90_ms | tp4_mns32 | 114.69 |
|
||||
| e2e_ms:pooled_mean_ms | tp4_mns32 | 113.44 |
|
||||
| e2e_ms:pooled_p90_ms | tp4_mns32 | 114.74 |
|
||||
@@ -0,0 +1,726 @@
|
||||
{
|
||||
"cells": {
|
||||
"tp1_mns16": {
|
||||
"config": "tp1_mns16",
|
||||
"elapsed_seconds": 351.88990092277527,
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ratio_sim_over_real": 13.842098628638448,
|
||||
"p90_ratio_sim_over_real": 13.072241203568879,
|
||||
"real_mean_ms": 87355.16047904849,
|
||||
"real_p90_ms": 156177.17167094816,
|
||||
"sim_mean_ms": 1209178.7470715286,
|
||||
"sim_p90_ms": 2041585.6585738186
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean_ratio_sim_over_real": 4.816528397308329,
|
||||
"p90_ratio_sim_over_real": 4.062740013130375,
|
||||
"real_mean_ms": 20.58492915882586,
|
||||
"real_p90_ms": 25.316827059621797,
|
||||
"sim_mean_ms": 99.14789585006503,
|
||||
"sim_p90_ms": 102.85568630062728
|
||||
},
|
||||
"ttft_ms": {
|
||||
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|
||||
"p90_ratio_sim_over_real": 40.15634837465801,
|
||||
"real_mean_ms": 17378.17525871318,
|
||||
"real_p90_ms": 42739.809082006104,
|
||||
"sim_mean_ms": 870562.2497283154,
|
||||
"sim_p90_ms": 1716274.6629634094
|
||||
}
|
||||
},
|
||||
"mns": 16,
|
||||
"offered_request_rate": 0.215,
|
||||
"offered_request_rate_per_gpu": 0.215,
|
||||
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|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2/runs/tp1_mns16/tp1/result.json",
|
||||
"result_sha256": "d892cbc79c7ac3a2158310d346aea87fdd4a4515ada6465d02087066e412fe89",
|
||||
"tp": 1,
|
||||
"trace_label": "tp1",
|
||||
"trace_sha256": "0014176c946a4c838f2ba127915fda8f2728e8cbfed070a001800b2f02f02d2a"
|
||||
},
|
||||
"tp1_mns32": {
|
||||
"config": "tp1_mns32",
|
||||
"elapsed_seconds": 342.20933651924133,
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
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|
||||
"p90_ratio_sim_over_real": 7.8084062855710945,
|
||||
"real_mean_ms": 81051.19884917597,
|
||||
"real_p90_ms": 162908.61000702716,
|
||||
"sim_mean_ms": 722298.9236327951,
|
||||
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|
||||
},
|
||||
"tpot_ms": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
"ttft_ms": {
|
||||
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|
||||
"p90_ratio_sim_over_real": 384.77102901825737,
|
||||
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|
||||
"real_p90_ms": 1931.474626995623,
|
||||
"sim_mean_ms": 316980.6268626798,
|
||||
"sim_p90_ms": 743175.4797517607
|
||||
}
|
||||
},
|
||||
"mns": 32,
|
||||
"offered_request_rate": 0.215,
|
||||
"offered_request_rate_per_gpu": 0.215,
|
||||
"request_count": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2/runs/tp1_mns32/tp1/result.json",
|
||||
"result_sha256": "babdafcbea1bd890e9d2af8043ef104fac262ef2b2ae6f9eca9ed6e3787824b8",
|
||||
"tp": 1,
|
||||
"trace_label": "tp1",
|
||||
"trace_sha256": "0014176c946a4c838f2ba127915fda8f2728e8cbfed070a001800b2f02f02d2a"
|
||||
},
|
||||
"tp1_mns64": {
|
||||
"config": "tp1_mns64",
|
||||
"elapsed_seconds": 347.8728907108307,
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
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|
||||
},
|
||||
"tpot_ms": {
|
||||
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|
||||
"p90_ratio_sim_over_real": 4.93808404053013,
|
||||
"real_mean_ms": 24.114592194742286,
|
||||
"real_p90_ms": 30.355145227612027,
|
||||
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|
||||
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|
||||
},
|
||||
"ttft_ms": {
|
||||
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|
||||
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|
||||
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||||
"real_p90_ms": 1956.7296199966222,
|
||||
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|
||||
"sim_p90_ms": 299828.76289353485
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||||
}
|
||||
},
|
||||
"mns": 64,
|
||||
"offered_request_rate": 0.215,
|
||||
"offered_request_rate_per_gpu": 0.215,
|
||||
"request_count": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2/runs/tp1_mns64/tp1/result.json",
|
||||
"result_sha256": "a870a95f9f088e0c098025d3d7d4001409b28ab26f8633ff27ea878d2bbd50d2",
|
||||
"tp": 1,
|
||||
"trace_label": "tp1",
|
||||
"trace_sha256": "0014176c946a4c838f2ba127915fda8f2728e8cbfed070a001800b2f02f02d2a"
|
||||
},
|
||||
"tp1_mns8": {
|
||||
"config": "tp1_mns8",
|
||||
"elapsed_seconds": 369.526850938797,
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ratio_sim_over_real": 13.991474955968794,
|
||||
"p90_ratio_sim_over_real": 15.108002258550664,
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||||
"real_mean_ms": 137996.3827215202,
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||||
"real_p90_ms": 222136.04307791684,
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||||
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||||
"sim_p90_ms": 3356031.8405266753
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||||
},
|
||||
"tpot_ms": {
|
||||
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|
||||
"p90_ratio_sim_over_real": 4.790770710747499,
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||||
"real_mean_ms": 14.282724020345517,
|
||||
"real_p90_ms": 16.331995667962982,
|
||||
"sim_mean_ms": 75.97553593024297,
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||||
"sim_p90_ms": 78.2428464941321
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||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ratio_sim_over_real": 18.86307572133342,
|
||||
"p90_ratio_sim_over_real": 18.60057703879594,
|
||||
"real_mean_ms": 88479.94003801016,
|
||||
"real_p90_ms": 168185.5451229494,
|
||||
"sim_mean_ms": 1669003.8087560262,
|
||||
"sim_p90_ms": 3128348.188871311
|
||||
}
|
||||
},
|
||||
"mns": 8,
|
||||
"offered_request_rate": 0.215,
|
||||
"offered_request_rate_per_gpu": 0.215,
|
||||
"request_count": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2/runs/tp1_mns8/tp1/result.json",
|
||||
"result_sha256": "0db2d1f388f20252bea08c982cd53c24c3d33c2d3b36b70bda82c4e501b694e6",
|
||||
"tp": 1,
|
||||
"trace_label": "tp1",
|
||||
"trace_sha256": "0014176c946a4c838f2ba127915fda8f2728e8cbfed070a001800b2f02f02d2a"
|
||||
},
|
||||
"tp2_mns16": {
|
||||
"config": "tp2_mns16",
|
||||
"elapsed_seconds": 282.5357069969177,
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ratio_sim_over_real": 9.98451139764714,
|
||||
"p90_ratio_sim_over_real": 10.19790282414335,
|
||||
"real_mean_ms": 82936.70731938194,
|
||||
"real_p90_ms": 137726.37015290093,
|
||||
"sim_mean_ms": 828082.499513694,
|
||||
"sim_p90_ms": 1404520.1391412807
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean_ratio_sim_over_real": 4.569770850102063,
|
||||
"p90_ratio_sim_over_real": 4.120000340068115,
|
||||
"real_mean_ms": 14.09701977962943,
|
||||
"real_p90_ms": 16.149621762221777,
|
||||
"sim_mean_ms": 64.42015006226278,
|
||||
"sim_p90_ms": 66.53644715232515
|
||||
},
|
||||
"ttft_ms": {
|
||||
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|
||||
"p90_ratio_sim_over_real": 15.324208422508217,
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||||
"real_mean_ms": 34442.970551674625,
|
||||
"real_p90_ms": 77922.3588249879,
|
||||
"sim_mean_ms": 606885.185455312,
|
||||
"sim_p90_ms": 1194098.467407587
|
||||
}
|
||||
},
|
||||
"mns": 16,
|
||||
"offered_request_rate": 0.43,
|
||||
"offered_request_rate_per_gpu": 0.215,
|
||||
"request_count": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2/runs/tp2_mns16/tp2/result.json",
|
||||
"result_sha256": "20b811f38251d62930977529a55c434d62aede91b22ccaeec812a493999edbba",
|
||||
"tp": 2,
|
||||
"trace_label": "tp2",
|
||||
"trace_sha256": "8bab0da359e55feda0f228157a88a5ac2d0537881e8efbd55325f4dd343bf0ef"
|
||||
},
|
||||
"tp2_mns32": {
|
||||
"config": "tp2_mns32",
|
||||
"elapsed_seconds": 341.36838245391846,
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ratio_sim_over_real": 7.698077489599209,
|
||||
"p90_ratio_sim_over_real": 7.1828008112452935,
|
||||
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|
||||
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|
||||
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|
||||
"sim_p90_ms": 842106.8099636638
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean_ratio_sim_over_real": 4.155703711688009,
|
||||
"p90_ratio_sim_over_real": 3.6490372704567418,
|
||||
"real_mean_ms": 17.99748422275332,
|
||||
"real_p90_ms": 21.280696114935413,
|
||||
"sim_mean_ms": 74.79221198554237,
|
||||
"sim_p90_ms": 77.6540532646633
|
||||
},
|
||||
"ttft_ms": {
|
||||
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|
||||
"p90_ratio_sim_over_real": 204.45454462882793,
|
||||
"real_mean_ms": 1050.6337350342683,
|
||||
"real_p90_ms": 2521.7670870479196,
|
||||
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|
||||
"sim_p90_ms": 515586.7414423483
|
||||
}
|
||||
},
|
||||
"mns": 32,
|
||||
"offered_request_rate": 0.43,
|
||||
"offered_request_rate_per_gpu": 0.215,
|
||||
"request_count": 129,
|
||||
"result_path": "/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2/runs/tp2_mns32/tp2/result.json",
|
||||
"result_sha256": "38b6ff12a60024e98bbb27ddea682439059b5b8481b661bd7b1ac720b3351b7d",
|
||||
"tp": 2,
|
||||
"trace_label": "tp2",
|
||||
"trace_sha256": "8bab0da359e55feda0f228157a88a5ac2d0537881e8efbd55325f4dd343bf0ef"
|
||||
},
|
||||
"tp2_mns64": {
|
||||
"config": "tp2_mns64",
|
||||
"elapsed_seconds": 342.2184634208679,
|
||||
"metrics": {
|
||||
"e2e_ms": {
|
||||
"mean_ratio_sim_over_real": 4.990247689497755,
|
||||
"p90_ratio_sim_over_real": 4.806085707327923,
|
||||
"real_mean_ms": 62353.63015175185,
|
||||
"real_p90_ms": 118392.33276096638,
|
||||
"sim_mean_ms": 311160.0587965772,
|
||||
"sim_p90_ms": 569003.698339692
|
||||
},
|
||||
"tpot_ms": {
|
||||
"mean_ratio_sim_over_real": 4.529200811393724,
|
||||
"p90_ratio_sim_over_real": 4.064210807294688,
|
||||
"real_mean_ms": 18.239052597893746,
|
||||
"real_p90_ms": 21.560091553416488,
|
||||
"sim_mean_ms": 82.60833182543317,
|
||||
"sim_p90_ms": 87.6247570976582
|
||||
},
|
||||
"ttft_ms": {
|
||||
"mean_ratio_sim_over_real": 81.23526532158742,
|
||||
"p90_ratio_sim_over_real": 98.0031513549519,
|
||||
"real_mean_ms": 375.75464864569483,
|
||||
"real_p90_ms": 1148.593939957209,
|
||||
"sim_mean_ms": 30524.52857855288,
|
||||
"sim_p90_ms": 112565.82574300688
|
||||
}
|
||||
},
|
||||
"mns": 64,
|
||||
"offered_request_rate": 0.43,
|
||||
"offered_request_rate_per_gpu": 0.215,
|
||||
"request_count": 129,
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"pairwise_agreement_fraction": 0.8484848484848485,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp1_mns32",
|
||||
"tp2_mns32",
|
||||
"tp4_mns32",
|
||||
"tp1_mns16",
|
||||
"tp2_mns16",
|
||||
"tp4_mns16",
|
||||
"tp1_mns8",
|
||||
"tp2_mns8",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"sim_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns32",
|
||||
"tp1_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp4_mns8",
|
||||
"tp1_mns16",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
},
|
||||
"ttft_ms:p90": {
|
||||
"concordant_pairs": 56,
|
||||
"discordant_pairs": 10,
|
||||
"informative_pairs": 66,
|
||||
"pairwise_agreement_fraction": 0.8484848484848485,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp2_mns32",
|
||||
"tp4_mns32",
|
||||
"tp1_mns16",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp2_mns8",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"sim_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns32",
|
||||
"tp1_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp4_mns8",
|
||||
"tp1_mns16",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
}
|
||||
},
|
||||
"sim_root": "/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2"
|
||||
}
|
||||
@@ -0,0 +1,29 @@
|
||||
# Frontier piecewise graph-profile vs. real vLLM
|
||||
|
||||
Each cell uses its TP-normalized, 129-request trace. Frontier values are one deterministic simulation; real values pool three fresh-server trials (387 requests/cell).
|
||||
|
||||
| Config | TTFT sim / real mean (ms) | TPOT sim / real mean (ms) | E2E sim / real mean (ms) |
|
||||
|---|---:|---:|---:|
|
||||
| tp1_mns8 | 1669003.8 / 88479.9 | 76.0 / 14.3 | 1930772.9 / 137996.4 |
|
||||
| tp1_mns16 | 870562.2 / 17378.2 | 99.1 / 20.6 | 1209178.7 / 87355.2 |
|
||||
| tp1_mns32 | 316980.6 / 620.5 | 119.6 / 23.8 | 722298.9 / 81051.2 |
|
||||
| tp1_mns64 | 105003.3 / 619.8 | 137.8 / 24.1 | 549486.0 / 82253.7 |
|
||||
| tp2_mns8 | 1171654.6 / 95920.1 | 51.1 / 9.2 | 1348614.2 / 128296.9 |
|
||||
| tp2_mns16 | 606885.2 / 34443.0 | 64.4 / 14.1 | 828082.5 / 82936.7 |
|
||||
| tp2_mns32 | 224495.4 / 1050.6 | 74.8 / 18.0 | 479340.1 / 62267.5 |
|
||||
| tp2_mns64 | 30524.5 / 375.8 | 82.6 / 18.2 | 311160.1 / 62353.6 |
|
||||
| tp4_mns8 | 834500.2 / 102605.9 | 35.4 / 6.8 | 957838.5 / 126405.4 |
|
||||
| tp4_mns16 | 429098.7 / 35042.6 | 43.2 / 8.8 | 578209.7 / 65779.1 |
|
||||
| tp4_mns32 | 166734.5 / 6296.2 | 49.4 / 12.2 | 336309.9 / 47944.5 |
|
||||
| tp4_mns64 | 26688.5 / 246.0 | 53.7 / 13.2 | 209788.3 / 44985.1 |
|
||||
|
||||
## Selection agreement
|
||||
|
||||
| Target | Frontier winner | Real winner | Match | Pairwise agreement |
|
||||
|---|---|---|---:|---:|
|
||||
| ttft_ms:mean | tp4_mns64 | tp4_mns64 | yes | 84.8% (56/66) |
|
||||
| ttft_ms:p90 | tp4_mns64 | tp4_mns64 | yes | 84.8% (56/66) |
|
||||
| tpot_ms:mean | tp4_mns8 | tp4_mns8 | yes | 97.0% (64/66) |
|
||||
| tpot_ms:p90 | tp4_mns8 | tp4_mns8 | yes | 97.0% (64/66) |
|
||||
| e2e_ms:mean | tp4_mns64 | tp4_mns64 | yes | 92.4% (61/66) |
|
||||
| e2e_ms:p90 | tp4_mns64 | tp4_mns64 | yes | 83.3% (55/66) |
|
||||
@@ -0,0 +1,2 @@
|
||||
ANALYSIS_LAUNCH_ECHO sim_root=/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2 real_audit=/home/admin/cpfs/wjh/aituner/simulator-tuning-latency-q30-tp-normalized-u0p01-20260717/qwen30-tracepd-u0p01-real-audit.json outputs=/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2/analysis expected=12 completed cells, rank+latency comparison
|
||||
ANALYSIS_RETRY_ECHO sim_root=/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2 real_audit_sha256=6e2c17bce5b0edb5f6f92aae4cc1b00f9390f692d31d059efe647158b386c8e9 output=/home/admin/cpfs/wjh/aituner/graph-piecewise-qwen30-20260717/simulator-piecewise-surface-v2/analysis
|
||||
@@ -0,0 +1,230 @@
|
||||
{
|
||||
"e2e_ms:mean": {
|
||||
"concordant_pairs": 61,
|
||||
"discordant_pairs": 5,
|
||||
"informative_pairs": 66,
|
||||
"pairwise_agreement_fraction": 0.9242424242424242,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp4_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp4_mns8",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"sim_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns32",
|
||||
"tp1_mns64",
|
||||
"tp4_mns16",
|
||||
"tp1_mns32",
|
||||
"tp2_mns16",
|
||||
"tp4_mns8",
|
||||
"tp1_mns16",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
},
|
||||
"e2e_ms:p90": {
|
||||
"concordant_pairs": 55,
|
||||
"discordant_pairs": 11,
|
||||
"informative_pairs": 66,
|
||||
"pairwise_agreement_fraction": 0.8333333333333334,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp4_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp2_mns16",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp4_mns8",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"sim_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns32",
|
||||
"tp1_mns64",
|
||||
"tp4_mns16",
|
||||
"tp1_mns32",
|
||||
"tp2_mns16",
|
||||
"tp4_mns8",
|
||||
"tp1_mns16",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
},
|
||||
"tpot_ms:mean": {
|
||||
"concordant_pairs": 64,
|
||||
"discordant_pairs": 2,
|
||||
"informative_pairs": 66,
|
||||
"pairwise_agreement_fraction": 0.9696969696969697,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"sim_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp2_mns8",
|
||||
"tp4_mns64",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp1_mns8",
|
||||
"tp2_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"sim_winner": "tp4_mns8",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
},
|
||||
"tpot_ms:p90": {
|
||||
"concordant_pairs": 64,
|
||||
"discordant_pairs": 2,
|
||||
"informative_pairs": 66,
|
||||
"pairwise_agreement_fraction": 0.9696969696969697,
|
||||
"real_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp2_mns8",
|
||||
"tp4_mns32",
|
||||
"tp4_mns64",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp2_mns32",
|
||||
"tp2_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"real_winner": "tp4_mns8",
|
||||
"sim_ranking": [
|
||||
"tp4_mns8",
|
||||
"tp4_mns16",
|
||||
"tp4_mns32",
|
||||
"tp2_mns8",
|
||||
"tp4_mns64",
|
||||
"tp2_mns16",
|
||||
"tp2_mns32",
|
||||
"tp1_mns8",
|
||||
"tp2_mns64",
|
||||
"tp1_mns16",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64"
|
||||
],
|
||||
"sim_winner": "tp4_mns8",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
},
|
||||
"ttft_ms:mean": {
|
||||
"concordant_pairs": 56,
|
||||
"discordant_pairs": 10,
|
||||
"informative_pairs": 66,
|
||||
"pairwise_agreement_fraction": 0.8484848484848485,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp1_mns32",
|
||||
"tp2_mns32",
|
||||
"tp4_mns32",
|
||||
"tp1_mns16",
|
||||
"tp2_mns16",
|
||||
"tp4_mns16",
|
||||
"tp1_mns8",
|
||||
"tp2_mns8",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"sim_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns32",
|
||||
"tp1_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp4_mns8",
|
||||
"tp1_mns16",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
},
|
||||
"ttft_ms:p90": {
|
||||
"concordant_pairs": 56,
|
||||
"discordant_pairs": 10,
|
||||
"informative_pairs": 66,
|
||||
"pairwise_agreement_fraction": 0.8484848484848485,
|
||||
"real_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns32",
|
||||
"tp1_mns64",
|
||||
"tp2_mns32",
|
||||
"tp4_mns32",
|
||||
"tp1_mns16",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp1_mns8",
|
||||
"tp2_mns8",
|
||||
"tp4_mns8"
|
||||
],
|
||||
"real_winner": "tp4_mns64",
|
||||
"sim_ranking": [
|
||||
"tp4_mns64",
|
||||
"tp2_mns64",
|
||||
"tp1_mns64",
|
||||
"tp4_mns32",
|
||||
"tp2_mns32",
|
||||
"tp1_mns32",
|
||||
"tp4_mns16",
|
||||
"tp2_mns16",
|
||||
"tp4_mns8",
|
||||
"tp1_mns16",
|
||||
"tp2_mns8",
|
||||
"tp1_mns8"
|
||||
],
|
||||
"sim_winner": "tp4_mns64",
|
||||
"tied_pairs": 0,
|
||||
"winner_match": true
|
||||
}
|
||||
}
|
||||
Reference in New Issue
Block a user