logging rework temp save

2026-03-04 09:40:09 +01:00
parent 080b5999fa
commit d36b9508ff
41 changed files with 2182 additions and 383 deletions
@@ -0,0 +1,73 @@
+#!/usr/bin/env bash
+set -euo pipefail
+
+# Multiclass runs v2.2 (6 total):
+#   UNet crop:  single | ensemble | fused head
+#   GT crop:    single | ensemble | fused head
+
+ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/../../.." && pwd)"
+cd "$ROOT_DIR"
+
+MANIFEST="manifest.csv"
+UNET_WEIGHTS="models/v2/refuge/segmentation/per_image/best.pt"
+
+COMMON=(
+  --epochs 40
+  --n-splits 5
+  --batch-size 8
+  --backbone refugelike
+  --eval-mode multiclass
+  --img-crop-manifest "$MANIFEST"
+)
+
+UNET_CROP=(
+  --img-crop-weights "$UNET_WEIGHTS"
+)
+
+GT_CROP=(
+  --img-crop-gt
+)
+
+# ── UNet crop ────────────────────────────────────────────────────────────────
+
+echo "[1/6] UNet crop — multiclass, single..."
+python3 scripts/main/v2/run_multifold_v2.py \
+  "${COMMON[@]}" "${UNET_CROP[@]}" \
+  --tower-mode single \
+  --run-name v2.2_single_multiclass_unet_40ep_5fold
+
+echo "[2/6] UNet crop — multiclass, ensemble..."
+python3 scripts/main/v2/run_multifold_v2.py \
+  "${COMMON[@]}" "${UNET_CROP[@]}" \
+  --tower-mode ensemble \
+  --run-name v2.2_ensemble_multiclass_unet_40ep_5fold
+
+echo "[3/6] UNet crop — multiclass, ensemble + fused head..."
+python3 scripts/main/v2/run_multifold_v2.py \
+  "${COMMON[@]}" "${UNET_CROP[@]}" \
+  --tower-mode ensemble \
+  --fused-head --fusion-epochs 10 \
+  --run-name v2.2_fused_multiclass_unet_40ep_5fold
+
+# ── GT crop ──────────────────────────────────────────────────────────────────
+
+echo "[4/6] GT crop — multiclass, single..."
+python3 scripts/main/v2/run_multifold_v2.py \
+  "${COMMON[@]}" "${GT_CROP[@]}" \
+  --tower-mode single \
+  --run-name v2.2_single_multiclass_gt_40ep_5fold
+
+echo "[5/6] GT crop — multiclass, ensemble..."
+python3 scripts/main/v2/run_multifold_v2.py \
+  "${COMMON[@]}" "${GT_CROP[@]}" \
+  --tower-mode ensemble \
+  --run-name v2.2_ensemble_multiclass_gt_40ep_5fold
+
+echo "[6/6] GT crop — multiclass, ensemble + fused head..."
+python3 scripts/main/v2/run_multifold_v2.py \
+  "${COMMON[@]}" "${GT_CROP[@]}" \
+  --tower-mode ensemble \
+  --fused-head --fusion-epochs 10 \
+  --run-name v2.2_fused_multiclass_gt_40ep_5fold
+
+echo "Multiclass v2.2 runs complete."