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authorYurenHao0426 <blackhao0426@gmail.com>2026-06-29 12:15:51 -0500
committerYurenHao0426 <blackhao0426@gmail.com>2026-06-29 12:15:51 -0500
commita6ec4288a2232988b130b2f00bb2565f81706966 (patch)
tree1bb86e7f0b899b823b9e7fdf383e832d30a181e0 /run_hrm_diag_all_ckpts.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>
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+#!/bin/bash
+# Diagnose all 10 HRM checkpoints with joint Lyapunov (512 samples each)
+set -e
+cd /home/yurenh2/rrm/research/flossing
+source /home/yurenh2/miniconda3/etc/profile.d/conda.sh
+conda activate rrm
+export CUDA_VISIBLE_DEVICES=0
+
+CKPT_ROOT="/home/yurenh2/rrm/hrm/checkpoints/Sudoku-extreme-1k-aug-1000 ACT-torch/HierarchicalReasoningModel_ACTV1 righteous-python"
+
+for STEP in step_2604 step_5208 step_7812 step_10416 step_13020 step_15624 step_18228 step_20832 step_23436 step_26040; do
+ OUT="diag_hrm_${STEP}_512.npz"
+ LOG="diag_hrm_${STEP}.log"
+ if [ -f "$OUT" ]; then
+ echo "skip $STEP (exists)"
+ continue
+ fi
+ echo "[$(date '+%H:%M:%S')] Starting HRM diagnostic $STEP"
+ python diagnose_hrm_joint.py \
+ --ckpt-root "$CKPT_ROOT" --ckpt-name "$STEP" \
+ --n-samples 512 --batch-size 32 --k-lyap 8 --t-ons 1 --seed 0 \
+ --out "$OUT" > "$LOG" 2>&1
+ echo "[$(date '+%H:%M:%S')] $STEP done"
+done
+
+echo "[$(date '+%H:%M:%S')] All HRM diagnostics complete"