#!/bin/bash
#PBS -N vwtopics
#PBS -l nodes=1:ppn=28
#PBS -l walltime=100:00:00

PATH=/afs/cs.stanford.edu/u/jmcauley/scratch/beercode/language/

# $PATH/vw/vw $PATH/vwdocs/$dset.vw --lda $K --lda_alpha 0.1 --lda_rho 0.1 --minibatch 256 --power_t 0.5 --initial_t 1 -b 16 -p $PATH/vwdocs/predictions_$dset\_$K.dat --readable_model $PATH/vwdocs/topics_$dset\_$K.dat

LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$PATH/liblbfgs-1.10/lib/.libs/ $PATH/train_vw $PATH/data/$dset.votes.gz $latentReg $lambda $K $PATH/models/$dset\_$K\_$latentReg\_$lambda.model $PATH/predictions/$dset\_$K\_$latentReg\_$lambda.predictions $PATH/vwdocs/$dset\_$K\_combined.dat

rm $PATH/models/$dset\_$K\_$latentReg\_$lambda.model
rm $PATH/predictions/$dset\_$K\_$latentReg\_$lambda.predictions