diff --git a/src/relay/backend/graph_plan_memory.cc b/src/relay/backend/graph_plan_memory.cc
index bf58c8d5be41..15173c2c79db 100644
--- a/src/relay/backend/graph_plan_memory.cc
+++ b/src/relay/backend/graph_plan_memory.cc
@@ -82,9 +82,8 @@ class StorageAllocaBaseVisitor : public ExprVisitor {
   void VisitExpr_(const TupleNode* op) final {
     std::vector<StorageToken*> fields;
     for (Expr field : op->fields) {
-      auto tok = GetToken(field);
-      ICHECK_EQ(tok.size(), 1U);
-      fields.push_back(tok[0]);
+      auto tokens = GetToken(field);
+      fields.insert(fields.end(), tokens.begin(), tokens.end());
     }
     token_map_[op] = fields;
   }
diff --git a/tests/python/relay/test_backend_graph_runtime.py b/tests/python/relay/test_backend_graph_runtime.py
index 1bd551004ad7..3c42b7b4196f 100644
--- a/tests/python/relay/test_backend_graph_runtime.py
+++ b/tests/python/relay/test_backend_graph_runtime.py
@@ -184,6 +184,31 @@ def unit_numpy(X, W):
             tvm.testing.assert_allclose(out, ref, rtol=1e-5, atol=1e-5)
 
 
+def test_compile_nested_tuples():
+    x = relay.var("x", shape=(10,))
+    x1 = x + relay.const(1.0)
+    x2 = x1 + relay.const(1.0)
+    x3 = x2 + relay.const(1.0)
+    x4 = x3 + relay.const(1.0)
+    out = relay.Tuple([x1, relay.Tuple([relay.Tuple([x2, x3]), x4])])
+    func = relay.Function([x], out)
+
+    graph, lib, _ = relay.build(tvm.IRModule.from_expr(func), "llvm")
+    mod = graph_runtime.create(graph, lib, ctx=tvm.cpu(0))
+
+    x_data = np.random.uniform(size=(10,)).astype(np.float32)
+    mod.set_input(x=x_data)
+    mod.run()
+
+    assert mod.get_num_outputs() == 4
+
+    ref = x_data + 1
+    for i in range(mod.get_num_outputs()):
+        out = mod.get_output(i).asnumpy()
+        tvm.testing.assert_allclose(out, ref, rtol=1e-5, atol=1e-5)
+        ref = ref + 1
+
+
 if __name__ == "__main__":
     test_plan_memory()
     test_with_params()
@@ -191,3 +216,4 @@ def unit_numpy(X, W):
     test_add_op_tensor()
     test_add_op_broadcast()
     test_gru_like()
+    test_compile_nested_tuples()