nswamy commented on a change in pull request #13105: [MXNET-1158] JVM Memory 
Management Documentation
URL: https://github.com/apache/incubator-mxnet/pull/13105#discussion_r236884330
 
 

 ##########
 File path: scala-package/examples/scripts/run_train_mnist.sh
 ##########
 @@ -19,15 +19,31 @@
 
 set -e
 
+hw_type=cpu
+if [[ $1 = gpu ]]
+then
+    hw_type=gpu
+fi
+
+platform=linux-x86_64
+
+if [[ $OSTYPE = [darwin]* ]]
+then
+    platform=osx-x86_64
+    hw_type=cpu
+fi
+
 MXNET_ROOT=$(cd "$(dirname $0)/../../.."; pwd)
 echo $MXNET_ROOT
-CLASS_PATH=$MXNET_ROOT/scala-package/assembly/linux-x86_64-cpu/target/*:$MXNET_ROOT/scala-package/examples/target/*:$MXNET_ROOT/scala-package/examples/target/classes/lib/*:$MXNET_ROOT/scala-package/infer/target/*
+CLASS_PATH=$MXNET_ROOT/scala-package/assembly/$platform-$hw_type/target/*:$MXNET_ROOT/scala-package/examples/target/*:$MXNET_ROOT/scala-package/examples/target/classes/lib/*:$MXNET_ROOT/scala-package/infer/target/*
 
 # model dir
 DATA_PATH=$2
 
-java -XX:+PrintGC -Xms256M -Xmx512M -Dmxnet.traceLeakedObjects=false -cp 
$CLASS_PATH \
-        org.apache.mxnetexamples.imclassification.TrainMnist \
-        --data-dir /home/ubuntu/mxnet_scala/scala-package/examples/mnist/ \
+java -XX:+PrintGC -Dmxnet.traceLeakedObjects=false -cp $CLASS_PATH \
 
 Review comment:
   I used it for my testing, there is no need to put those restrictions. user 
can change it to whatever they like.

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