diff --git a/Tools/gsce b/Tools/gsce
index 7f407be1ce..e53c87a6c4 100755
--- a/Tools/gsce
+++ b/Tools/gsce
@@ -22,23 +22,22 @@ def gen_dockerfile( image_name, app_name, bin_name, proj_dir) :
  
   # DOWNLOAD dependencies
   df.write('# Download dependencies\n')
-  df.write('RUN apt-get update && \ \n')
-  df.write('    apt-get install -y openssl libjemalloc-dev python python-pip python-dev \n')
-  df.write('RUN pip install protobuf && \ \n')
-  df.write('    pip install pycrypto\n')
+  df.write('RUN apt-get update \\\n')
+  df.write('    && apt-get install -y openssl libjemalloc-dev python python-pip python-dev \\\n')
+  df.write('    && pip install protobuf \\\n')
+  df.write('    && pip install pycrypto \n')
 
   df.write('# Temporal fixes for Dependencies Issue #1: libcrypto.so.1.0.0 and libssl.so.1.0.0 have different locations \n')
-  df.write('RUN ln -s /usr/lib/x86_64-linux-gnu/libcrypto.so.1.0.0 /lib/x86_64-linux-gnu/libcrypto.so.1.0.0 && \ \n')
-  df.write('    ln -s /usr/lib/x86_64-linux-gnu/libssl.so.1.0.0 /lib/x86_64-linux-gnu/libssl.so.1.0.0 \n')
-  
+  df.write('RUN ln -s /usr/lib/x86_64-linux-gnu/libcrypto.so.1.0.0 /lib/x86_64-linux-gnu/libcrypto.so.1.0.0 \\\n')
+  df.write('    && ln -s /usr/lib/x86_64-linux-gnu/libssl.so.1.0.0 /lib/x86_64-linux-gnu/libssl.so.1.0.0 \n')
+
   # SETUP Directory Structure
   print "cwd: "+ proj_dir
   df.write('# Setup Directory Structure \n')
- # df.write('RUN mkdir -p ' + proj_dir + '\n')
-  df.write('RUN mkdir -p ' + proj_dir + '/LibOS/shim/test/apps/' + app_name + '\n')
-  df.write('RUN mkdir -p ' + proj_dir + '/Pal/src/host/Linux-SGX/signer \n')
-  df.write('RUN mkdir -p ' + proj_dir + '/Runtime \n')
-  df.write('RUN mkdir /gbin \n')
+  df.write('RUN mkdir -p ' + proj_dir + '/LibOS/shim/test/apps/' + app_name + ' \\\n')
+  df.write('    && mkdir -p ' + proj_dir + '/Pal/src/host/Linux-SGX/signer \\\n')
+  df.write('    && mkdir -p ' + proj_dir + '/Runtime \\\n')
+  df.write('    && mkdir /gbin \n')
 
   # COPY system files
   df.write('# Copy system files \n')