diff --git a/packaging/build_cmake.sh b/packaging/build_cmake.sh
index ff384457e5e..4826ada47e8 100755
--- a/packaging/build_cmake.sh
+++ b/packaging/build_cmake.sh
@@ -84,7 +84,7 @@ fi
 
 # Compile and run the CPP example
 popd
-cd examples/cpp/hello_world
+pushd examples/cpp/hello_world
 
 mkdir build
 cd build
@@ -99,3 +99,22 @@ fi
 
 # Run CPP example
 ./hello-world
+
+
+# Compile and run the CPP ops test
+popd
+pushd test/cpp-ops
+mkdir build
+cd build
+cmake .. -DTorch_DIR=$TORCH_PATH/share/cmake/Torch
+cmake  --build .
+
+# Disable exit on non 0
+set +e
+./vision-ops-test
+# Ensure that there are 9 registered ops.
+if [ "$?" != "9" ]; then
+  exit 1
+fi
+# Enable exit on non 0
+set -e
diff --git a/test/cpp-ops/CMakeLists.txt b/test/cpp-ops/CMakeLists.txt
new file mode 100644
index 00000000000..30173fdfd1b
--- /dev/null
+++ b/test/cpp-ops/CMakeLists.txt
@@ -0,0 +1,9 @@
+cmake_minimum_required(VERSION 3.8)
+project(vision-ops-test)
+
+set(CMAKE_CXX_STANDARD 14)
+
+find_package(TorchVision REQUIRED)
+
+add_executable(vision-ops-test main.cpp)
+target_link_libraries(vision-ops-test TorchVision::TorchVision)
diff --git a/test/cpp-ops/main.cpp b/test/cpp-ops/main.cpp
new file mode 100644
index 00000000000..227a2c67cad
--- /dev/null
+++ b/test/cpp-ops/main.cpp
@@ -0,0 +1,14 @@
+#include <torchvision/vision.h>
+#include <torch/csrc/jit/runtime/operator.h>
+
+int main() {
+  auto ops = torch::jit::getAllOperators();
+  int vision_ops_count = 0;
+  for (const auto &op : ops) {
+    const auto &schema = op->schema();
+    const auto &ns = schema.getNamespace();
+    if (ns.has_value() && ns.value() == "torchvision")
+      ++vision_ops_count;
+  }
+  return vision_ops_count;
+}