File size: 2,016 Bytes
b33e5eb | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 | #!/usr/bin/env bash
# Eval v13 (chính xác): loại non-segmented slap trước khi tính metrics.
#
# Lý do: R_1000_slap, R_500_slap, S_500_slap có std ≈ 0 (score ~21.2)
# vì ảnh full-hand slap visually homogeneous. Các sensors này kéo mean_KS
# lên 0.634 (xấu) và méo distribution. Eval đúng phải exclude chúng.
#
# Usage:
# bash sifq/scripts/run_eval_v13.sh [training_pid]
set -euo pipefail
REPO_ROOT="/home/aiserver/works/fingerprint"
VENV="$REPO_ROOT/.venv"
CKPT="$REPO_ROOT/sifq/checkpoints_full_v13/last.pt"
SCORES="$REPO_ROOT/sifq/eval_results/sifq_scores_v13.jsonl"
OUTDIR="$REPO_ROOT/sifq/eval_results/v13_seg"
EXCLUDE="R_1000_slap,R_500_slap,S_500_slap"
source "$VENV/bin/activate"
cd "$REPO_ROOT"
TRAIN_PID="${1:-}"
if [[ -n "$TRAIN_PID" ]]; then
echo "[eval_v13] Waiting for training PID $TRAIN_PID to finish..."
while kill -0 "$TRAIN_PID" 2>/dev/null; do
sleep 30
done
echo "[eval_v13] Training finished. Starting eval..."
fi
mkdir -p "$OUTDIR"
# ── Inference (chỉ chạy nếu SCORES chưa tồn tại) ─────────────────────────
if [[ ! -f "$SCORES" ]]; then
echo "[eval_v13] Running inference on $CKPT ..."
python sifq/scripts/run_infer.py \
--checkpoint "$CKPT" \
--exclude-sensor "$EXCLUDE" \
--output "$SCORES"
echo "[eval_v13] Inference done: $SCORES"
else
echo "[eval_v13] Scores file already exists: $SCORES (skipping inference)"
fi
# ── Evaluation (exclude non-segmented slap) ────────────────────────────────
echo "[eval_v13] Running evaluation (Track 2 + Track 4, exclude: $EXCLUDE)..."
python sifq/scripts/run_eval.py \
--sifq-scores "$SCORES" \
--checkpoint "$CKPT" \
--out-dir "$OUTDIR" \
--exclude-sensor "$EXCLUDE" \
--skip-track1
echo "[eval_v13] Eval done. Results in $OUTDIR"
echo ""
echo "=== SUMMARY ==="
cat "$OUTDIR/eval_summary.json"
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