#!/bin/bash
#SBATCH --job-name=EHD_EXP2
#SBATCH --nodes=1
#SBATCH --exclusive
#SBATCH --exclude=compute-1-2
#SBATCH --time=04:00:00
#SBATCH --output=/home/tanpv/Progs/claude/HW/logs/exp2_%j.out
#SBATCH --error=/home/tanpv/Progs/claude/HW/logs/exp2_%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}
cd "$ROOT"
export OMP_NUM_THREADS=20 MKL_NUM_THREADS=20
echo "### EXP2 bước 1: huấn luyện và lưu cổng (mọi ngày, phủ 5%)"
$PY src/regional_model.py --tag _ens --name ensemble_F3_ens --covers 0.05 \
    --model logreg --drop region sin_doy cos_doy lead --suffix _gate \
    --save-gate "$ROOT/outputs/AI_Results/gate_ens.npz" --gate-cover 0.05
echo "### EXP2 pha 1: cascade với cổng, chấm trên TOÀN BỘ hàng"
$PY src/cascade.py --tag _ens
echo "=== done ==="