run_syn.sh

dataset="cevae"

n_folds=2
test_frac=0.02

# vars to modify
# methods=("wcp")
# methods=("exact" "inexact")
# methods=("inexact" "exact" "wcp" "naive")
# methods=("TCP")

dr_model="DR"

n_obs=10000

dr_use_Y=1

x_dim=$1
conf_strength=$2
n_estimator=$3
methods=("${@:4}")

seeds=($(seq 1234 1238))

# each run considers n_int = (100 500 1000 5000)

for seed in "${seeds[@]}"
do
    for method in "${methods[@]}"
    do
        launch --gpu=0 --cpu=40 -- python3 run_syn.py \
        --cf_method $method \
        --density_ratio_model $dr_model \
        --n_obs $n_obs \
        --dr_use_Y $dr_use_Y \
        --conf_strength $conf_strength \
        --x_dim $x_dim \
        --dataset $dataset \
        --seed $seed \
        --n_estimator $n_estimator \
        --n_folds $n_folds \
        --save_path "./results" \
        --test_frac $test_frac &>> "./ad_hoc_logs/${dataset}/$(date +"%m_%d_%I_%M")_${method}.log"
    done
done