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authorYuren Hao <yurenh2@illinois.edu>2026-07-04 22:35:16 -0500
committerYuren Hao <yurenh2@illinois.edu>2026-07-04 22:35:16 -0500
commitb11d9c6da6ce32471e1c25a6f1b5e7a0a568774d (patch)
treeec296d92ba99d51434c3ec716c21da41e96083d6 /ep_run/eig_traj2.log
parent6e78420da6e613964d93da06156b556e1a91caef (diff)
magic-s2000 study: reg_delay/noadaptc flags, 4-arm queue v2, redx trajectory audit
- lt_ep_train: --reg_delay N (reg-free early phase: resreg/jr/floss/adaptc off for first N steps) + --noadaptc (kill hidden jacreg==0 damping feedback that would pollute single-reg ablation arms) - queue v2: 4 arms delay-first (abl_delay = reg-free 2k -> proven pair) - eig_traj/2/3: ARPACK audit of redx_traj — the run crossed the edge EARLY and oscillated (s1000 rotating-unstable, s1400 excursion mu=+2.1 self-recovered, s2000 the ONLY stable snapshot mu=-0.02, s2100/s2200 already back out) => s2000 is a post-excursion STABILITY-DIP capture, dip width <100 steps; learning survives mild instability (val fell through unstable stretches). lead_rho cold-40 under-reads clusters — NOT a classifier; ARPACK for audits. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014FAPDWQ49M5Ye3NpTndTpn
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diff --git a/ep_run/eig_traj2.log b/ep_run/eig_traj2.log
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+/home/yurenh2/miniconda3/lib/python3.13/site-packages/torch/autograd/graph.py:865: UserWarning: Attempting to run cuBLAS, but there was no current CUDA context! Attempting to set the primary context... (Triggered internally at /pytorch/aten/src/ATen/cuda/CublasHandlePool.cpp:330.)
+ return Variable._execution_engine.run_backward( # Calls into the C++ engine to run the backward pass
+s1000 |l|=1.03113(mu=+0.1944+1.548j) |l|=1.03113(mu=+0.1944-1.548j) |l|=1.00482(mu=+0.0482+0.000j)
+s1400 |l|=1.20728(mu=+2.0728+0.000j) |l|=1.20201(mu=+2.0201+0.000j) |l|=1.18788(mu=+1.8788+0.000j)
+s2000 |l|=0.99798(mu=-0.0202+0.000j) |l|=0.99788(mu=-0.0212+0.000j) |l|=0.99753(mu=-0.0247+0.000j)
+s2400 |l|=1.00559(mu=+0.0559+0.000j) |l|=1.00018(mu=+0.0018+0.000j) |l|=0.99530(mu=-0.0470+0.000j)
+s2800 |l|=1.01613(mu=+0.1613+0.000j) |l|=1.00169(mu=+0.0169+0.000j) |l|=0.98866(mu=-0.4329+2.493j)
+s3200 |l|=1.03371(mu=+0.1271-2.073j) |l|=1.03371(mu=+0.1271+2.073j) |l|=1.02563(mu=+0.1254-1.633j)
+EIG_TRAJ2_DONE