trap 'pkill -P $$' SIGINT | |
# Check if NUM_DEVICES is set | |
if [[ -z "$NUM_DEVICES" ]]; then | |
echo "Please set the NUM_DEVICES environment variable." | |
exit 1 | |
fi | |
if [[ -z "$NUM_WORKERS" ]]; then | |
echo "Please set the NUM_WORKERS environment variable." | |
exit 1 | |
fi | |
# Get input folder and output folder from args | |
if [[ -z "$1" ]]; then | |
echo "Please provide an input folder." | |
exit 1 | |
fi | |
if [[ -z "$2" ]]; then | |
echo "Please provide an output folder." | |
exit 1 | |
fi | |
INPUT_FOLDER=$1 | |
OUTPUT_FOLDER=$2 | |
# Loop from 0 to NUM_DEVICES and run the Python script in parallel | |
for (( i=0; i<$NUM_DEVICES; i++ )); do | |
DEVICE_NUM=$i | |
export DEVICE_NUM | |
export NUM_DEVICES | |
export NUM_WORKERS | |
echo "Running convert.py on GPU $DEVICE_NUM" | |
cmd="CUDA_VISIBLE_DEVICES=$DEVICE_NUM marker $INPUT_FOLDER $OUTPUT_FOLDER --num_chunks $NUM_DEVICES --chunk_idx $DEVICE_NUM --workers $NUM_WORKERS" | |
[[ -n "$METADATA_FILE" ]] && cmd="$cmd --metadata_file $METADATA_FILE" | |
[[ -n "$MIN_LENGTH" ]] && cmd="$cmd --min_length $MIN_LENGTH" | |
eval $cmd & | |
sleep 5 | |
done | |
# Wait for all background processes to finish | |
wait | |