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Motrixlab/scripts/run_dreamwaq_sim2sim.sh
2026-07-22 02:28:03 +08:00

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#!/usr/bin/env bash
set -Eeuo pipefail
SCRIPT_DIR="$(cd -- "$(dirname -- "${BASH_SOURCE[0]}")" && pwd)"
PROJECT_DIR="$(cd -- "${SCRIPT_DIR}/.." && pwd)"
RUNS_DIR="${PROJECT_DIR}/runs/go1-dreamwaq-walk/rslrl"
checkpoint=""
output=""
terrain="flat"
level="0"
export_only=false
usage() {
cat <<'EOF'
Export a DreamWaQ checkpoint to ONNX and run MuJoCo sim2sim.
Usage:
scripts/run_dreamwaq_sim2sim.sh [options]
Options:
-c, --checkpoint PATH Checkpoint to export. Defaults to the newest model_*.pt.
-o, --output PATH ONNX output path. Defaults to policy.onnx beside checkpoint.
-t, --terrain NAME flat, rough, stairs, dreamwaq, stairs_test,
stairs_box, or flat_stairs. Default: flat.
-l, --level N Terrain difficulty level passed to sim2sim. Default: 0.
--export-only Export and validate ONNX without starting MuJoCo.
-h, --help Show this help.
Examples:
scripts/run_dreamwaq_sim2sim.sh
scripts/run_dreamwaq_sim2sim.sh -c runs/.../model_1200.pt
scripts/run_dreamwaq_sim2sim.sh -t dreamwaq -l 3
EOF
}
die() {
echo "[ERROR] $*" >&2
exit 1
}
while (($#)); do
case "$1" in
-c|--checkpoint)
(($# >= 2)) || die "$1 requires a path"
checkpoint="$2"
shift 2
;;
-o|--output)
(($# >= 2)) || die "$1 requires a path"
output="$2"
shift 2
;;
-t|--terrain)
(($# >= 2)) || die "$1 requires a terrain name"
terrain="$2"
shift 2
;;
-l|--level)
(($# >= 2)) || die "$1 requires an integer"
level="$2"
shift 2
;;
--export-only)
export_only=true
shift
;;
-h|--help)
usage
exit 0
;;
*)
die "unknown argument: $1 (use --help)"
;;
esac
done
case "$terrain" in
flat|rough|stairs|dreamwaq|stairs_test|stairs_box|flat_stairs) ;;
*) die "unsupported terrain: ${terrain}" ;;
esac
[[ "$level" =~ ^[0-9]+$ ]] || die "level must be a non-negative integer: ${level}"
command -v uv >/dev/null 2>&1 || die "uv is not available in PATH"
if [[ -z "$checkpoint" ]]; then
[[ -d "$RUNS_DIR" ]] || die "run directory not found: ${RUNS_DIR}"
checkpoint="$({
find "$RUNS_DIR" -type f -name 'model_*.pt' -printf '%T@ %p\n'
} | sort -nr | sed -n '1{s/^[^ ]* //;p;}')"
[[ -n "$checkpoint" ]] || die "no model_*.pt checkpoint found under ${RUNS_DIR}"
fi
if [[ "$checkpoint" != /* ]]; then
checkpoint="${PROJECT_DIR}/${checkpoint}"
fi
[[ -f "$checkpoint" ]] || die "checkpoint not found: ${checkpoint}"
if [[ -z "$output" ]]; then
output="$(dirname -- "$checkpoint")/policy.onnx"
elif [[ "$output" != /* ]]; then
output="${PROJECT_DIR}/${output}"
fi
mkdir -p -- "$(dirname -- "$output")"
echo "[Pipeline] checkpoint: ${checkpoint}"
echo "[Pipeline] ONNX: ${output}"
cd -- "$PROJECT_DIR"
uv run scripts/export_dreamwaq_onnx_new.py \
--checkpoint "$checkpoint" \
--output "$output"
[[ -s "$output" ]] || die "ONNX export did not produce a non-empty file: ${output}"
echo "[Pipeline] ONNX export complete"
if [[ "$export_only" == true ]]; then
exit 0
fi
echo "[Pipeline] starting MuJoCo: terrain=${terrain}, level=${level}"
exec uv run scripts/dreamwaq_sim2sim_mujoco.py \
--onnx "$output" \
--terrain "$terrain" \
--level "$level"