#!/bin/bash
# Exp2 Action Segmentation: run all modality combos from Exp1
# Already done: mocap, emg, mocap+emg+eyetrack, mocap+emg+eyetrack+imu, all 5
# Missing: imu, pressure, eyetrack, emg+imu, mocap+imu, mocap+emg+imu,
#          mocap+emg+eyetrack+pressure, mocap+emg
# = 8 combos x 3 models = 24 jobs

PYTHON=python
SCRIPT=${PULSE_ROOT}/experiments/train_exp2.py
OUTDIR=${PULSE_ROOT}/results/exp2
LOGDIR=${OUTDIR}/slurm_logs
mkdir -p $LOGDIR

COMMON="--epochs 80 --batch_size 16 --lr 5e-4 --weight_decay 1e-4 --hidden_dim 64 --downsample 2 --patience 15 --seed 42 --output_dir $OUTDIR"
MODELS=(tcn mstcn lstm)
MISSING_MODS=("imu" "pressure" "eyetrack" "emg,imu" "mocap,imu" "mocap,emg,imu" "mocap,emg,eyetrack,pressure" "mocap,emg")

COUNT=0
for mods in "${MISSING_MODS[@]}"; do
    for model in "${MODELS[@]}"; do
        mod_tag=$(echo $mods | tr ',' '-')
        job_name="e2_${model}_${mod_tag}"
        sbatch \
            -J "$job_name" \
            -p gpuA800 \
            --gres=gpu:1 \
            -N 1 -n 1 \
            --cpus-per-task=8 \
            --mem=32G \
            -t 2:00:00 \
            -o "${LOGDIR}/${job_name}_%j.out" \
            -e "${LOGDIR}/${job_name}_%j.err" \
            --export=ALL \
            --wrap="export PYTHONUNBUFFERED=1; cd ${PULSE_ROOT}; $PYTHON $SCRIPT --model $model --modalities $mods $COMMON"
        echo "Submitted: $job_name"
        COUNT=$((COUNT + 1))
    done
done

echo ""
echo "Total: $COUNT jobs submitted"
echo "Results: $OUTDIR"