diff --git a/test/cpp/test_custom_operators.cpp b/test/cpp/test_custom_operators.cpp
new file mode 100644
index 00000000000..d9a950fd7cd
--- /dev/null
+++ b/test/cpp/test_custom_operators.cpp
@@ -0,0 +1,30 @@
+// Copyright 2004-present Facebook. All Rights Reserved.
+
+#include <gtest/gtest.h>
+#include <torch/script.h>
+#include <torch/torch.h>
+
+// FIXME: the include path differs from OSS due to the extra csrc
+#include <torchvision/csrc/ops/nms.h>
+
+TEST(test_custom_operators, nms) {
+  // make sure that the torchvision ops are visible to the jit interpreter
+  auto& ops = torch::jit::getAllOperatorsFor(torch::jit::Symbol::fromQualString("torchvision::nms"));
+  ASSERT_EQ(ops.size(), 1);
+
+  auto& op = ops.front();
+  ASSERT_EQ(op->schema().name(), "torchvision::nms");
+
+  torch::jit::Stack stack;
+  at::Tensor boxes = at::rand({50, 4}), scores = at::rand({50});
+  double thresh = 0.7;
+
+  torch::jit::push(stack, boxes, scores, thresh);
+  op->getOperation()(&stack);
+  at::Tensor output_jit;
+  torch::jit::pop(stack, output_jit);
+
+  at::Tensor output = vision::ops::nms(boxes, scores, thresh);
+  ASSERT_TRUE(output_jit.allclose(output));
+
+}