diff options
| author | YurenHao0426 <blackhao0426@gmail.com> | 2026-06-29 12:15:51 -0500 |
|---|---|---|
| committer | YurenHao0426 <blackhao0426@gmail.com> | 2026-06-29 12:15:51 -0500 |
| commit | a6ec4288a2232988b130b2f00bb2565f81706966 (patch) | |
| tree | 1bb86e7f0b899b823b9e7fdf383e832d30a181e0 /run_trm_chaos_onset_diag.sh | |
Recursive reasoning dynamics: analysis pipeline, paper drafts, toy models
Failure=more-chaotic (task-general under validity labeling) reduces to convergence/completeness
detection; mechanism (transient chaos vs multistability vs input-induced) under investigation.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Diffstat (limited to 'run_trm_chaos_onset_diag.sh')
| -rwxr-xr-x | run_trm_chaos_onset_diag.sh | 31 |
1 files changed, 31 insertions, 0 deletions
diff --git a/run_trm_chaos_onset_diag.sh b/run_trm_chaos_onset_diag.sh new file mode 100755 index 0000000..b50d221 --- /dev/null +++ b/run_trm_chaos_onset_diag.sh @@ -0,0 +1,31 @@ +#!/bin/bash +# Diagnose TRM joint Lyapunov on all saved single-GPU checkpoints. +# Plots Δλ (succ-fail) trajectory to find chaos onset. +set -e +cd /home/yurenh2/rrm/research/flossing +source /home/yurenh2/miniconda3/etc/profile.d/conda.sh +conda activate rrm +export CUDA_VISIBLE_DEVICES=2 + +CKPT_ROOT="/home/yurenh2/rrm/trm/checkpoints/Sudoku-extreme-1k-aug-1000-ACT-torch/pretrain_mlp_t_sudoku_singleGPU" + +# Diagnose each saved ckpt (skip if output exists) +for STEP in 26041 52082 78123 104164 130205; do + OUT=diag_trm_singleGPU_step${STEP}_512.npz + LOG=diag_trm_singleGPU_step${STEP}.log + if [ -f "$OUT" ]; then + echo "[$(date '+%H:%M:%S')] step_${STEP} already diagnosed, skipping" | tee -a trm_chaos_diag.log + continue + fi + echo "[$(date '+%H:%M:%S')] diagnose step_${STEP}..." | tee -a trm_chaos_diag.log + python diagnose_trm_joint.py \ + --ckpt-root "$CKPT_ROOT" \ + --ckpt-name step_${STEP} \ + --n-samples 512 \ + --batch-size 16 --k-lyap 8 --t-ons 1 --seed 0 \ + --out $OUT \ + > $LOG 2>&1 + echo "[$(date '+%H:%M:%S')] step_${STEP} done" | tee -a trm_chaos_diag.log +done + +echo "[$(date '+%H:%M:%S')] All TRM chaos onset diagnostics complete" | tee -a trm_chaos_diag.log |