#!/bin/bash

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# 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
#
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set -e

MXNET_ROOT=$(cd "$(dirname $0)/../../.."; pwd)
echo $MXNET_ROOT
CLASS_PATH=$MXNET_ROOT/scala-package/assembly/target/*:$MXNET_ROOT/scala-package/examples/target/*:$MXNET_ROOT/scala-package/examples/target/classes/lib/*

# model dir
DATA_PATH=$2

java -XX:+PrintGC -Dmxnet.traceLeakedObjects=false -cp $CLASS_PATH \
        org.apache.mxnetexamples.imclassification.TrainModel \
        --data-dir $MXNET_ROOT/scala-package/examples/mnist/ \
        --network mlp \
        --num-layers 50 \
        --num-epochs 10000000 \
        --batch-size 1024