diff --git a/test/images/node-perf/tf-wide-deep/BASEIMAGE b/test/images/node-perf/tf-wide-deep/BASEIMAGE
index 70bc384f0a..1e73049b04 100644
--- a/test/images/node-perf/tf-wide-deep/BASEIMAGE
+++ b/test/images/node-perf/tf-wide-deep/BASEIMAGE
@@ -1 +1,2 @@
 amd64=python:3.6-slim-stretch
+arm64=arm64v8/python:3.6-slim-stretch
diff --git a/test/images/node-perf/tf-wide-deep/Dockerfile b/test/images/node-perf/tf-wide-deep/Dockerfile
index f5ab2c5c8d..45e3e2496e 100644
--- a/test/images/node-perf/tf-wide-deep/Dockerfile
+++ b/test/images/node-perf/tf-wide-deep/Dockerfile
@@ -14,8 +14,18 @@
 
 FROM BASEIMAGE
 
+CROSS_BUILD_COPY qemu-QEMUARCH-static /usr/bin/
+
 RUN apt-get update && apt-get install -y wget time
-RUN pip install tensorflow
+
+RUN case $(uname -m) in \
+    aarch64) \
+      pip install tensorflow-aarch64; \
+      ;; \
+    *) \
+      pip install tensorflow; \
+      ;; \
+    esac
 
 RUN wget https://github.com/tensorflow/models/archive/v1.9.0.tar.gz \
 && tar xzf v1.9.0.tar.gz \