#!/bin/bash
#SBATCH --job-name=EHD_EXP3
#SBATCH --nodes=1
#SBATCH --exclusive
#SBATCH --exclude=compute-1-2
#SBATCH --time=06:00:00
#SBATCH --output=/home/tanpv/Progs/claude/HW/logs/exp3_%j.out
#SBATCH --error=/home/tanpv/Progs/claude/HW/logs/exp3_%j.err
set -euo pipefail
ROOT=/home/tanpv/Progs/claude/HW
PY=/home/tanpv/.conda/envs/ehd/bin/python
export LD_LIBRARY_PATH=/home/tanpv/.conda/envs/ehd/lib${LD_LIBRARY_PATH:+:$LD_LIBRARY_PATH}
export OMP_NUM_THREADS=1 MKL_NUM_THREADS=1
cd "$ROOT"
# 1. EXP3 dung nguyen van dac ta: N mo hinh bagging du bao ky vong Sev
$PY src/exp3.py --members bagged   --n-models 20 --jobs 20 \
    --out "$ROOT/outputs/AI_Results/exp3_bagged.json"
# 2. Cung cong thuc M/N, nhung N thanh vien la N muc phan vi cua Sev
$PY src/exp3.py --members quantile --n-models 20 --jobs 20 \
    --out "$ROOT/outputs/AI_Results/exp3_quantile.json"
echo "=== done ==="