xgboost/multi-node/col-split/mushroom-col-rabit-mock.sh
2014-12-21 18:47:56 -08:00

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#!/bin/bash
if [[ $# -ne 1 ]]
then
echo "Usage: nprocess"
exit -1
fi
#
# This script is same as mushroom-col except that we will be using xgboost instead of xgboost-mpi
# xgboost used built in tcp-based allreduce module, and can be run on more enviroment, so long as we know how to start job by modifying ../submit_job_tcp.py
#
rm -rf train.col* *.model
k=$1
# split the lib svm file into k subfiles
python splitsvm.py ../../demo/data/agaricus.txt.train train $k
# run xgboost mpi
../../rabit/tracker/rabit_mpi.py $k local ../../rabit/test/keepalive.sh ../../xgboost-mock mushroom-col.conf dsplit=col mock=0,1,0,0 mock=1,1,0,0
# the model can be directly loaded by single machine xgboost solver, as usuall
#../../xgboost mushroom-col.conf task=dump model_in=0002.model fmap=../../demo/data/featmap.txt name_dump=dump.nice.$k.txt
#cat dump.nice.$k.txt