| #!/bin/bash |
| #------------------------------------------------------------- |
| # |
| # Licensed to the Apache Software Foundation (ASF) under one |
| # or more contributor license agreements. See the NOTICE file |
| # distributed with this work for additional information |
| # regarding copyright ownership. The ASF licenses this file |
| # to you under the Apache License, Version 2.0 (the |
| # "License"); you may not use this file except in compliance |
| # with the License. You may obtain a copy of the License at |
| # |
| # http://www.apache.org/licenses/LICENSE-2.0 |
| # |
| # Unless required by applicable law or agreed to in writing, |
| # software distributed under the License is distributed on an |
| # "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY |
| # KIND, either express or implied. See the License for the |
| # specific language governing permissions and limitations |
| # under the License. |
| # |
| #------------------------------------------------------------- |
| |
| X=$1 |
| MAXITER=${2:-100} |
| DATADIR=${3:-"temp"}/als |
| CMD=${4:-"systemds"} |
| THRESHOLD=${5:-0.0001} |
| VERBOSE=${6:-FALSE} |
| |
| FILENAME=$0 |
| err_report() { |
| echo "Error in $FILENAME on line $1" |
| } |
| trap 'err_report $LINENO' ERR |
| |
| tstart=$(date +%s.%N) |
| |
| BASEPATH=$(dirname "$0") |
| |
| tstart=$(date +%s.%N) |
| |
| ${CMD} -f ${BASEPATH}/scripts/alsCG.dml \ |
| --config ${BASEPATH}/conf/SystemDS-config.xml \ |
| --nvargs X=$X rank=15 reg="L2" lambda=0.000001 maxiter=$MAXITER thr=$THRESHOLD verbose=$VERBOSE modelB=${DATADIR}/B modelM=${DATADIR}/M fmt="csv" |
| |
| tend=$(echo "$(date +%s.%N) - $tstart - .4" | bc) |
| echo "ALS-CG algorithm on "$X": "$tend >> results/times.txt |
| |