#!/bin/bash
#SBATCH -J exp2_fix
#SBATCH -p gpuA800
#SBATCH --gres=gpu:1
#SBATCH -N 1
#SBATCH -n 1
#SBATCH --cpus-per-task=8
#SBATCH --mem=64G
#SBATCH -t 4:00:00
#SBATCH -o ${PULSE_ROOT}/results/exp2/slurm_fix_%j.out
#SBATCH -e ${PULSE_ROOT}/results/exp2/slurm_fix_%j.err

export PYTHONUNBUFFERED=1

echo "=== Job Info ==="
echo "Job ID: $SLURM_JOB_ID"
echo "Node: $SLURM_NODELIST"
echo "Start: $(date)"
nvidia-smi --query-gpu=name,memory.total --format=csv,noheader
echo "================"

PYTHON=python
cd ${PULSE_ROOT}

# Run the 3 missing experiments: 3-core combo (mocap,emg,eyetrack) × 3 models
for MODEL in tcn mstcn lstm; do
    $PYTHON experiments/train_exp2.py \
        --model $MODEL \
        --modalities mocap,emg,eyetrack \
        --epochs 80 \
        --batch_size 16 \
        --lr 5e-4 \
        --hidden_dim 64 \
        --downsample 2 \
        --patience 15 \
        --seed 42 \
        --output_dir ${PULSE_ROOT}/results/exp2
done

echo "=== Done: $(date) ==="