Rengz correl - #56
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…l-to-all due to extent formulation
The EC2 profiling scripts under notebooks/astrasim2_correlation/correlation/ now live in their own repo (rengzhengcodes/aws-gpu-profiler), generalized from an nccl-tests-only orchestrator into a manifest-driven GPU profiler. Wire it in as a submodule at the same path, tracking the profiling-data-20260904 branch, which carries the 2026-09-04 8x H100 all-to-all sweep (run correl-20260904-154601) that the notebook reads. Notebook: read empirical CSVs from correlation/data (inside the submodule) with the repo-root fallback, cite the aws-gpu-profiler run command instead of orchestrate.py, and re-execute in place. Fit unchanged: alpha 74.23 us, BW_eff 339.5 GB/s, R^2 0.9996. Co-Authored-By: Claude Fable 5.1 <noreply@anthropic.com>
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