#!/usr/bin/env bash

# activate conda env
eval "$(conda shell.bash hook)"
conda activate Survival_Cluster_Analysis


CONFIG_DIR="../configs/nsclc.yml"
RESULTS_FNAME="results_nsclc"
EPOCHS=1500

seeds=(42 73 666 777 1009 1279 1597 1811 1949 2053 2129 2287 2617 2741 2903 3079 3257 3413 3571 3727 3733 3739 3761 3767 3769 3779 3793 3797 3803 3821 3823 3833 3847 3851 3853 3863 3877 3881 3889 3907 3911 3917 3919 3923 3929 3931 3943 3947 3967 3989 4001 4003 4007 4013 4019 4021 4027 4049 4051 4057 4073 4079 4091 4093 4099 4111 4127 4129 4133 4139 4153 4157 4159 4177 4201 4211 4217 4219 4229 4231 4241 4243 4253 4259 4261 4271 4273 4283 4289 4297 4327 4337 4339 4349 4357 4363 4373 4391 4397 4409)

for seed in "${seeds[@]}"; do
  python ../main.py --data nsclc --seed $seed --num_epochs $EPOCHS --batch_size 64 --eval-cal True --decay 0 --config $CONFIG_DIR --results_fname $RESULTS_FNAME
done