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#!/usr/bin/env bash
# Frozen BP useful-depth screen for the C2 Telgarsky candidate.
# Usage: c2_bp_depth_validation.sh <gpu> "<task seeds>"
set -eu
cd "$(dirname "$0")/.."
GPU="${1:?GPU index required}"
TASK_SEEDS="${2:-0 1 2}"
PYTHON="${PYTHON:-/home/yurenh2/miniconda3/envs/ep_pascal/bin/python3}"
for task_seed in $TASK_SEEDS; do
for depth in 1 2 3 4 6; do
tag="c2_bp_curve_val_v1_tent_l2_w8_d${depth}_t${task_seed}_s0"
out="results/${tag}.json"
if [ -s "$out" ]; then
echo "[$tag] exists; skipping"
continue
fi
lesion=0
if [ "$depth" -gt 1 ]; then
lesion=0.3333333333333333
fi
CUDA_VISIBLE_DEVICES="$GPU" "$PYTHON" experiments/run.py \
--mode bp --dataset tentmap --device cuda \
--depth "$depth" --width 8 --act relu --residual 1 \
--residual_lesion_fraction "$lesion" \
--epochs 80 --batch_size 256 --eta 0.03 --momentum 0.9 \
--task_train_examples 10000 --task_test_examples 5000 \
--task_levels 2 --task_n_in 1 --task_seed "$task_seed" \
--val_examples 2000 --split_seed 2027 --eval_split validation --eval_every 0 \
--diagnostics none --diagnostics_schedule final --probe_bs 512 \
--seed 0 --log_every 100000 --tag "$tag"
done
done
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