From a6ec4288a2232988b130b2f00bb2565f81706966 Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Mon, 29 Jun 2026 12:15:51 -0500 Subject: 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 --- run_hrm_diag_all_ckpts.sh | 26 ++++++++++++++++++++++++++ 1 file changed, 26 insertions(+) create mode 100755 run_hrm_diag_all_ckpts.sh (limited to 'run_hrm_diag_all_ckpts.sh') diff --git a/run_hrm_diag_all_ckpts.sh b/run_hrm_diag_all_ckpts.sh new file mode 100755 index 0000000..e887a5e --- /dev/null +++ b/run_hrm_diag_all_ckpts.sh @@ -0,0 +1,26 @@ +#!/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" -- cgit v1.2.3