diff --git a/core/conversion/converters/impl/unary.cpp b/core/conversion/converters/impl/unary.cpp
index c78602963c..acac34cd7f 100644
--- a/core/conversion/converters/impl/unary.cpp
+++ b/core/conversion/converters/impl/unary.cpp
@@ -95,6 +95,7 @@ convert(sqrt, kSQRT);
 convert(exp, kEXP);
 convert(neg, kNEG);
 convert(erf, kERF);
+convert(sign, kSIGN);
 convert(asinh, kASINH);
 convert(acosh, kACOSH);
 convert(atanh, kATANH);
diff --git a/tests/core/conversion/converters/test_unary.cpp b/tests/core/conversion/converters/test_unary.cpp
index 06f092ff36..cc6aa0420b 100644
--- a/tests/core/conversion/converters/test_unary.cpp
+++ b/tests/core/conversion/converters/test_unary.cpp
@@ -47,6 +47,40 @@ TEST(Converters, ATenReciprocalIntConvertsCorrectly) {
   ASSERT_TRUE(torch_tensorrt::tests::util::exactlyEqual(jit_results[0], trt_results[0]));
 }
 
+TEST(Converters, ATenSignConvertsCorrectly) {
+  const auto graph = gen_test_graph("sign");
+  auto g = std::make_shared<torch::jit::Graph>();
+  torch::jit::parseIR(graph, g.get());
+
+  // Resize range to [-10, 10] to span negative values
+  auto in = -20 * at::rand({2, 3, 5, 5}, {at::kCUDA}) + 10;
+  auto params = torch_tensorrt::core::ir::get_static_params(g->inputs(), {});
+  auto jit_results = torch_tensorrt::tests::util::RunGraph(g, params, {in});
+
+  params = torch_tensorrt::core::ir::get_static_params(g->inputs(), {});
+  auto trt_results = torch_tensorrt::tests::util::RunGraphEngine(g, params, {in});
+
+  ASSERT_TRUE(
+      torch_tensorrt::tests::util::almostEqual(jit_results[0], trt_results[0].reshape_as(jit_results[0]), 2e-6));
+}
+
+TEST(Converters, ATenSignConvertsZerosCorrectly) {
+  const auto graph = gen_test_graph("sign");
+  auto g = std::make_shared<torch::jit::Graph>();
+  torch::jit::parseIR(graph, g.get());
+
+  // Resize range to [-1, 1] to span negative values, cast to int to include zero
+  auto in = (-2 * at::rand({7, 3, 1, 5}, {at::kCUDA}) + 1).to(torch::kInt32);
+  auto params = torch_tensorrt::core::ir::get_static_params(g->inputs(), {});
+  auto jit_results = torch_tensorrt::tests::util::RunGraph(g, params, {in});
+
+  params = torch_tensorrt::core::ir::get_static_params(g->inputs(), {});
+  auto trt_results = torch_tensorrt::tests::util::RunGraphEngine(g, params, {in});
+
+  ASSERT_TRUE(
+      torch_tensorrt::tests::util::almostEqual(jit_results[0], trt_results[0].reshape_as(jit_results[0]), 2e-6));
+}
+
 #define test_unary(unary, name)                                                                  \
   TEST(Converters, ATen##name##ConvertsCorrectly) {                                              \
     const auto graph = gen_test_graph(#unary);                                                   \