From 66e0d8b9fd4d0f7a2231d689c055e26fdf1cf04a Mon Sep 17 00:00:00 2001 From: YurenHao0426 Date: Sat, 13 Jun 2026 12:35:36 -0500 Subject: rrm workspace: TRM/HRM/SRM code, Maze dataset, dynamical-analysis pipeline Curated export for clone-and-run Maze training (2x A6000) + diagnostics. trm/hrm pretrain.py carry trajectory-augmentation code (backward-compatible). Heavy artifacts (checkpoints/wandb/npz) gitignored; see PROVENANCE.md. Co-Authored-By: Claude Fable 5 --- research/flossing/run_HRM256_after_H.sh | 27 +++++++++++++++++++++++++++ 1 file changed, 27 insertions(+) create mode 100755 research/flossing/run_HRM256_after_H.sh (limited to 'research/flossing/run_HRM256_after_H.sh') diff --git a/research/flossing/run_HRM256_after_H.sh b/research/flossing/run_HRM256_after_H.sh new file mode 100755 index 0000000..e901c30 --- /dev/null +++ b/research/flossing/run_HRM256_after_H.sh @@ -0,0 +1,27 @@ +#!/bin/bash +# Wait for H-runner (Engelken on converged HRM) to finish, then run HRM hidden=256 baseline +# as capacity-matched control for SRM v1 (hidden=256/512 plateau diagnosis). +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 + +H_RUNNER_PID=$1 +echo "[$(date '+%H:%M:%S')] HRM256-runner waiting for H-runner PID $H_RUNNER_PID..." >> step4_runner.log +while kill -0 "$H_RUNNER_PID" 2>/dev/null; do + sleep 30 +done +echo "[$(date '+%H:%M:%S')] H done. Starting HRM hidden=256 baseline (capacity-matched control for SRM v1)" >> step4_runner.log + +# HRM hidden=256 from scratch, 3000 steps, no CF (baseline for capacity diagnosis) +python step4_from_scratch.py \ + --n-steps 3000 --batch-size 8 \ + --hidden-size 256 --num-heads 4 \ + --alpha-rf 0.0 \ + --warmup-steps 200 \ + --eval-every 300 --eval-n 512 --eval-batch-size 32 \ + --out step4_HRM256_baseline_fromscratch.json \ + > step4_HRM256.log 2>&1 + +echo "[$(date '+%H:%M:%S')] HRM hidden=256 baseline complete" >> step4_runner.log -- cgit v1.2.3