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b4b2877 | 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 | #!/bin/bash
#SBATCH --partition=gpuA800
#SBATCH --nodes=1
#SBATCH --ntasks=1
#SBATCH --cpus-per-task=4
#SBATCH --gres=gpu:1
#SBATCH --mem=32G
#SBATCH --time=6:00:00
#SBATCH --job-name=TinyHAR_ms
#SBATCH --output=${PULSE_ROOT}/results/pub_multiseed_exp1_%j.log
# TinyHAR multi-seed scene recognition (5 seeds for best configs)
set -e
PYTHON=python
PROJECT=${PULSE_ROOT}
cd $PROJECT
OUT=$PROJECT/results/published_baselines/exp1_tinyhar_multiseed
mkdir -p $OUT
echo "=== TinyHAR Multi-Seed Scene Recognition ==="
for SEED in 42 123 456 789 2024; do
for MOD in imu "emg,imu"; do
for FUSION in early late; do
# Skip emg,imu+early with non-42 seeds if already done
echo "--- seed=$SEED / ${MOD} / ${FUSION} ---"
$PYTHON experiments/train_exp1.py \
--model tinyhar --modalities $MOD --fusion $FUSION \
--hidden_dim 32 --epochs 100 --batch_size 16 \
--lr 1e-3 --weight_decay 1e-3 --downsample 5 \
--seed $SEED --output_dir $OUT \
--tag "s${SEED}" 2>&1 | tail -3
done
done
done
echo "=== Done ==="
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