rpotter6298
45 lines
1.1 KiB
Bash
45 lines
1.1 KiB
Bash
#!/usr/bin/env bash
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set -euo pipefail
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# Ensemble tower runs (3 total):
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# binary × ensemble
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# multiclass × ensemble
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# multiclass × ensemble + balanced sampling
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ROOT_DIR="$(cd "$(dirname "${BASH_SOURCE[0]}")/../../.." && pwd)"
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cd "$ROOT_DIR"
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CROP_ARGS=(
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--img-crop-manifest manifest.csv
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--img-crop-gt
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)
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COMMON_ARGS=(
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--epochs 40
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--n-splits 5
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--batch-size 8
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--backbone refugelike
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--tower-modes ensemble
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)
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# Runs 1-2: binary + multiclass ensemble (no balanced sampling)
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echo "[1/2] GT ROI — binary + multiclass, ensemble..."
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python3 scripts/basic_analysis/compare_hypertower_modes.py \
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"${COMMON_ARGS[@]}" \
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"${CROP_ARGS[@]}" \
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--eval-modes binary multiclass \
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--run-name v2_modes_gt_40ep_5fold_ensemble_v2
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# Run 3: multiclass ensemble + balanced sampling
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# (reuse the crop cache built above)
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echo "[2/2] GT ROI — multiclass, ensemble, balanced sampling..."
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python3 scripts/basic_analysis/compare_hypertower_modes.py \
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"${COMMON_ARGS[@]}" \
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"${CROP_ARGS[@]}" \
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--eval-modes multiclass \
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--balanced-sampling \
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--persist-img-crop-cache \
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--run-name v2_modes_gt_40ep_5fold_ensemble_balanced_v2
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echo "Ensemble runs complete."
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