File size: 2,283 Bytes
cfc7a54 | 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 | #!/usr/bin/env bash
# Eval v21: inference + Track 2 + Track 4 + visual score milestones.
set -euo pipefail
REPO_ROOT="/home/aiserver/works/fingerprint"
export PATH="/home/aiserver/miniconda3/bin:$PATH"
VERSION="v21"
CKPT="$REPO_ROOT/sifq/checkpoints/${VERSION}/last.pt"
SCORES="$REPO_ROOT/sifq/eval_results/sifq_scores_${VERSION}.jsonl"
OUTDIR="$REPO_ROOT/sifq/eval_results/${VERSION}"
EXCLUDE="R_1000_slap,R_500_slap,S_500_slap"
cd "$REPO_ROOT"
mkdir -p "$OUTDIR"
# ── Inference ──────────────────────────────────────────────────────────────
if [[ ! -f "$SCORES" ]]; then
echo "[eval_${VERSION}] Running inference on $CKPT ..."
python sifq/scripts/run_infer.py \
--checkpoint "$CKPT" \
--root-302a "$REPO_ROOT/dataset/302a/images/challengers" \
--root-302b "$REPO_ROOT/dataset/302b/images/baseline" \
--root-302d "$REPO_ROOT/dataset/nist_302d/images/auxiliary" \
--exclude-sensor "$EXCLUDE" \
--output "$SCORES"
echo "[eval_${VERSION}] Inference done: $SCORES"
else
echo "[eval_${VERSION}] Scores file already exists: $SCORES (skipping inference)"
fi
# ── Evaluation (Track 2 + Track 4) ────────────────────────────────────────
echo "[eval_${VERSION}] Running evaluation (Track 2 + Track 4, exclude: $EXCLUDE)..."
python sifq/scripts/run_eval.py \
--sifq-scores "$SCORES" \
--checkpoint "$CKPT" \
--out-dir "$OUTDIR" \
--exclude-sensor "$EXCLUDE" \
--skip-track1
echo "[eval_${VERSION}] Eval done. Results in $OUTDIR"
# ── Visual score milestones ────────────────────────────────────────────────
echo "[eval_${VERSION}] Generating score milestone samples..."
python sifq/scripts/visualize_score_milestones.py \
--scores "$SCORES" \
--output "$OUTDIR/milestone_samples.png" \
--n_buckets 8 \
--version "$VERSION"
echo "[eval_${VERSION}] Milestone image: $OUTDIR/milestone_samples.png"
echo ""
echo "=== SUMMARY ==="
cat "$OUTDIR/eval_summary.json"
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