From 39f50af5634b8a4d2132b57bad2152308a0fd41c Mon Sep 17 00:00:00 2001
From: Jared Duke <jdduke@google.com>
Date: Fri, 14 Sep 2018 11:42:02 -0700
Subject: Improve output parsing for unsupported ops

PiperOrigin-RevId: 213017532
---
 .../contrib/lite/toco/import_tensorflow_test.cc    | 52 ++++++++++++++++++++++
 1 file changed, 52 insertions(+)

(limited to 'tensorflow/contrib/lite/toco/import_tensorflow_test.cc')

diff --git a/tensorflow/contrib/lite/toco/import_tensorflow_test.cc b/tensorflow/contrib/lite/toco/import_tensorflow_test.cc
index da248826a7..8a236d4444 100644
--- a/tensorflow/contrib/lite/toco/import_tensorflow_test.cc
+++ b/tensorflow/contrib/lite/toco/import_tensorflow_test.cc
@@ -60,6 +60,28 @@ Status ImportNode(const NodeDef& node) {
   return ImportNode(node, &model);
 }
 
+NodeDef BuildNode(
+    const std::string& op,
+    const std::vector<std::initializer_list<int>>& output_shapes) {
+  NodeDef node;
+  node.set_op(op);
+  node.set_name("Node1");
+  node.add_input();
+  node.set_input(0, "Node0");
+
+  AttrValue::ListValue* shapes =
+      (*node.mutable_attr())["_output_shapes"].mutable_list();
+  for (const auto& output_shape : output_shapes) {
+    tensorflow::TensorShapeProto* shape = shapes->add_shape();
+    for (int64_t output_shape_dim : output_shape) {
+      auto shape_dim = shape->add_dim();
+      shape_dim->set_size(output_shape_dim);
+    }
+  }
+
+  return node;
+}
+
 class ShapeImportTest : public ::testing::TestWithParam<tensorflow::DataType> {
  protected:
   ShapeImportTest() {}
@@ -232,5 +254,35 @@ TEST(ImportTest, FailedTypeInference) {
   ASSERT_TRUE(op->output_data_types.empty());
 }
 
+TEST(ImportTest, UnsupportedOpWithOutputShapes) {
+  // Create an unsupported op with output shapes.
+  Model model;
+  EXPECT_TRUE(ImportNode(BuildNode("Atan", {{1, 2}, {2, 3}}), &model).ok());
+  ASSERT_THAT(model.operators.size(), ::testing::Ge(1));
+  ASSERT_EQ(model.operators[0]->type, OperatorType::kUnsupported);
+  const TensorFlowUnsupportedOperator* op =
+      static_cast<const TensorFlowUnsupportedOperator*>(
+          model.operators[0].get());
+
+  // The output shapes should be imported.
+  ASSERT_EQ(op->output_shapes.size(), 2);
+  ASSERT_THAT(op->output_shapes[0].dims(), ::testing::ElementsAre(1, 2));
+  ASSERT_THAT(op->output_shapes[1].dims(), ::testing::ElementsAre(2, 3));
+}
+
+TEST(ImportTest, UnsupportedOpWithWildcardOutputShapes) {
+  // Create an unsupported op with wildcard output shapes.
+  Model model;
+  EXPECT_TRUE(ImportNode(BuildNode("Atan", {{-1, 2}}), &model).ok());
+  ASSERT_THAT(model.operators.size(), ::testing::Ge(1));
+  ASSERT_EQ(model.operators[0]->type, OperatorType::kUnsupported);
+  const TensorFlowUnsupportedOperator* op =
+      static_cast<const TensorFlowUnsupportedOperator*>(
+          model.operators[0].get());
+
+  // Wildcard shapes aren't yet supported.
+  ASSERT_TRUE(op->output_shapes.empty());
+}
+
 }  // namespace
 }  // namespace toco
-- 
cgit v1.2.3