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_HRMOrth_after_SRM7M.sh | 29 ++++++++++++++++++++++++++++ 1 file changed, 29 insertions(+) create mode 100755 research/flossing/run_HRMOrth_after_SRM7M.sh (limited to 'research/flossing/run_HRMOrth_after_SRM7M.sh') diff --git a/research/flossing/run_HRMOrth_after_SRM7M.sh b/research/flossing/run_HRMOrth_after_SRM7M.sh new file mode 100755 index 0000000..65df8e6 --- /dev/null +++ b/research/flossing/run_HRMOrth_after_SRM7M.sh @@ -0,0 +1,29 @@ +#!/bin/bash +set -e +cd /home/yurenh2/rrm/srm +source /home/yurenh2/miniconda3/etc/profile.d/conda.sh +conda activate rrm +export CUDA_VISIBLE_DEVICES=2 + +SRM7M_RUNNER_PID=$1 +LOG_DIR=/home/yurenh2/rrm/research/flossing +echo "[$(date '+%H:%M:%S')] HRMOrth-runner waiting for SRM7M-runner PID $SRM7M_RUNNER_PID..." >> $LOG_DIR/step4_runner.log +while kill -0 "$SRM7M_RUNNER_PID" 2>/dev/null; do + sleep 30 +done +echo "[$(date '+%H:%M:%S')] SRM7M done. Starting HRM-Orth (codex Q6 patched HRM, hidden=256, s_min=0.95)" >> $LOG_DIR/step4_runner.log + +mkdir -p runs ckpts + +python scripts/train_hrm_orth.py \ + --n-steps 3000 --batch-size 8 \ + --hidden-size 256 --num-heads 4 \ + --H-cycles 2 --L-cycles 2 --H-layers 4 --L-layers 4 \ + --orth-s-min 0.95 --cosine-attn-tau 8.0 \ + --warmup-steps 200 \ + --eval-every 300 --eval-n 512 --eval-batch-size 32 \ + --out runs/hrm_orth_v1_sudoku1k_3k.json \ + --save-ckpt ckpts/hrm_orth_v1_3k.pt \ + > $LOG_DIR/hrm_orth_run.log 2>&1 + +echo "[$(date '+%H:%M:%S')] HRM-Orth training complete" >> $LOG_DIR/step4_runner.log -- cgit v1.2.3