diff --git a/pytorch/setup.sh b/pytorch/setup.sh
index b32234a7..3c8b8295 100755
--- a/pytorch/setup.sh
+++ b/pytorch/setup.sh
@@ -10,9 +10,11 @@ docker pull nvcr.io/nvidia/${NAME_NGC}
 echo "---------------------------------------------------"
 echo "Clone Repos: "
 echo "---------------------------------------------------"
-git clone https://github.com/LambdaLabsML/DeepLearningExamples.git && \
+export TARGET_DIR=DeepLearningExamples
+git -C "$TARGET_DIR" pull || git clone https://github.com/LambdaLabsML/${TARGET_DIR}.git "$TARGET_DIR" && \
 cd DeepLearningExamples && \
 git checkout lambda/benchmark && \
 cd ..
-git clone https://github.com/lambdal/deeplearning-benchmark.git && \
+export TARGET_DIR=deeplearning-benchmark
+git -C "$TARGET_DIR" pull || git clone https://github.com/lambdal/${TARGET_DIR}.git "$TARGET_DIR" && \
 cd deeplearning-benchmark/pytorch