xgboost/multi-node/col-split/mushroom-col.sh
2014-11-19 15:28:09 -08:00

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#!/bin/bash
if [[ $# -ne 1 ]]
then
echo "Usage: nprocess"
exit -1
fi
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
mpirun -n $k ../../xgboost-mpi mushroom-col.conf dsplit=col
# the model can be directly loaded by single machine xgboost solver, as usuall
../../xgboost mushroom-col.conf task=dump model_in=0002.model fmap=../../demo/data/featmap.txt name_dump=dump.nice.$k.txt
cat dump.nice.$k.txt