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abbb696 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 | #!/usr/bin/env bash
# Lambda sweep on K=2 (default). Used for the rate vs sensing trade-off ablation.
set -e
cd "$(dirname "$0")/../.."
K=2
for LAM in 0.0 0.1 0.3 0.5 0.7 0.85 1.0 2.0; do
TAG=$(echo $LAM | tr '.' 'p')
echo "=== Training K=${K} lambda=${LAM} ==="
CUDA_VISIBLE_DEVICES=0 python train_joint_dual.py \
--cache experiments_v2/caches/v2_K${K}_15k.pt \
--layout LLNLNLN --share-mask 1100000 \
--epochs 100 --batch-size 96 \
--lambda-sense ${LAM} --warmup-epochs 30 \
--ckpt experiments_v2/checkpoints/v2_K${K}_ablate_lambda${TAG}.pt \
2>&1 | tee experiments_v2/logs/train_K${K}_lambda${TAG}.log
done
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