Workload-conditioned operator profiling on patched vLLM 0.24.0 + Qwen3-30B-A3B/H20. H1b PASS (irregular patterns carry +23-45pp R64 raggedness, 8-45% token-efficiency loss vs rectangular controls); mechanism decomposition kills the padding narrative and finds the arrival-uniformization artifact (-12.9%); cross-version churn surface shows TP2/MNS64 -29.4% across vLLM 0.20->0.24 while the argmax held. Raw Layer-1 JSONL streams (507 MB) stay on disk, git-ignored; footer sidecars and metrics are tracked. Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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GPU_VALIDATION Phase4 P09 capture sizes: order=ON,OFF, GPU0 TP1, manifest=/home/admin/cpfs/wjh/opprof-phase3-private/manifests/P09.jsonl, saturation_source=/home/admin/cpfs/wjh/opprof-phase3-dash0-20260712/runs/phase3/primary/P09-C00/saturation/client/result.json, added_sizes=3,5,6,7,9, warmup=60s, clean=240s/arm, projected=0.50 H20-hours, cumulative_projection=14.525875/16, expected_wall=15-22m
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