rrm workspace: TRM/HRM/SRM code, Maze dataset, dynamical-analysis pipelineHEADmain

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 <noreply@anthropic.com>

1 files changed, 38 insertions, 0 deletions

diff --git a/scripts/smoke_test.sh b/scripts/smoke_test.sh
new file mode 100755
index 0000000..248e9a2
--- /dev/null
+++ b/scripts/smoke_test.sh
@@ -0,0 +1,38 @@
+#!/usr/bin/env bash
+# 验证 HRM 和 TRM 都能在共享数据集上启动训练循环
+# 不跑全量训练，每边跑 90s 检查崩没崩
+set -euo pipefail
+REPO_ROOT="$(cd "$(dirname "$0")/.." && pwd)"
+source "$(conda info --base)/etc/profile.d/conda.sh"
+conda activate rrm
+
+if [[ ! -d "$REPO_ROOT/data/sudoku-extreme-1k-aug-1000" ]]; then
+  echo "datasets not built; run scripts/build_datasets.sh sudoku first"; exit 1
+fi
+
+echo "=== HRM smoke ==="
+cd "$REPO_ROOT/hrm"
+( timeout 90 env WANDB_MODE=offline OMP_NUM_THREADS=4 CUDA_VISIBLE_DEVICES=0 \
+    python pretrain.py \
+      data_path="$REPO_ROOT/data/sudoku-extreme-1k-aug-1000" \
+      epochs=1 eval_interval=1 global_batch_size=64 \
+      lr=7e-5 puzzle_emb_lr=7e-5 weight_decay=1.0 puzzle_emb_weight_decay=1.0 \
+      > /tmp/hrm_smoke.log 2>&1 ) || true
+grep -iE "error|traceback" /tmp/hrm_smoke.log && { echo "HRM smoke FAILED"; tail -30 /tmp/hrm_smoke.log; exit 1; } || echo "HRM smoke OK"
+
+echo "=== TRM smoke ==="
+cd "$REPO_ROOT/trm"
+( timeout 120 env WANDB_MODE=offline OMP_NUM_THREADS=4 CUDA_VISIBLE_DEVICES=0 \
+    python pretrain.py \
+      arch=trm \
+      data_paths="[$REPO_ROOT/data/sudoku-extreme-1k-aug-1000]" \
+      evaluators="[]" \
+      epochs=1 eval_interval=1 global_batch_size=64 \
+      lr=1e-4 puzzle_emb_lr=1e-4 weight_decay=1.0 puzzle_emb_weight_decay=1.0 \
+      arch.mlp_t=True arch.pos_encodings=none \
+      arch.L_layers=2 arch.H_cycles=3 arch.L_cycles=6 \
+      +run_name=smoke_test ema=True \
+      > /tmp/trm_smoke.log 2>&1 ) || true
+grep -iE "error|traceback" /tmp/trm_smoke.log && { echo "TRM smoke FAILED"; tail -30 /tmp/trm_smoke.log; exit 1; } || echo "TRM smoke OK"
+
+echo "==> all smoke tests passed"