##!/bin/bash -l
#$ -l tmem=16G
#$ -l h_rt=50:0:0
# Use this flag for a gpu job
#$ -l gpu=true
#$ -S /bin/bash
#$ -j y
#$ -N 
# Useful to redirect logs
#$ -o /home/<ucl-id>/hpc-tutorial/jobs/logs
# Defines array of jobs
#$ -t 1:5
# Max number of jobs running at once
#$ -tc 5

hostname
date
SOURCE_DIR='/home/<ucl-id>/hpc-tutorial'
export PYTHONPATH=$PYTHONPATH:$SOURCE_DIR
cd $SOURCE_DIR || exit
source /share/apps/source_files/cuda/cuda-10.1.source
conda activate hpc-example


CONFIG_PATH='jobs/configs/lr-grid.csv'

ROW=$SGE_TASK_ID
LINE=$(sed -n $((ROW + 1))'{p;q}' "$CONFIG_PATH")
ARGS=($(echo "$LINE"))

LR=${ARGS[0]}

python pl_examples/image_classifier_4_lightning_module.py -model.lr $LR
date