scripts/perftest/runGLM_binomial_probit.sh

#!/bin/bash
#-------------------------------------------------------------
#
# Licensed to the Apache Software Foundation (ASF) under one
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# regarding copyright ownership.  The ASF licenses this file
# to you under the Apache License, Version 2.0 (the
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# with the License.  You may obtain a copy of the License at
# 
#   http://www.apache.org/licenses/LICENSE-2.0
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#-------------------------------------------------------------
set -e

CMD=$5
BASE=$3

# run all intercepts
for i in 0 1 2; do
   echo "running GLM binomial probit on ict="$i

   #training
   tstart=$(date +%s.%N)
   # ${CMD} -f ./algorithms/GLM.dml \
   ${CMD} -f scripts/GLM.dml \
      --config conf/SystemDS-config.xml \
      --stats \
      --nvargs X=$1 Y=$2 B=${BASE}/b icpt=${i} fmt="csv" moi=$4 mii=5 dfam=2 link=3 yneg=2 tol=0.0001 reg=0.01

   ttrain=$(echo "$(date +%s.%N) - $tstart - .4" | bc)
   echo "GLM_binomial_probit train ict="$i" on "$1": "$ttrain >> results/times.txt

   #predict
   tstart=$(date +%s.%N)
   ${CMD} -f scripts/GLM-predict.dml \
      --config conf/SystemDS-config.xml \
      --stats \
      --nvargs dfam=2 link=3 fmt=csv X=$1_test B=${BASE}/b Y=$2_test M=${BASE}/m O=${BASE}/out.csv

   tpredict=$(echo "$(date +%s.%N) - $tstart - .4" | bc)
   echo "GLM_binomial_probit predict ict="$i" on "$1": "$tpredict >> results/times.txt
done