1 files changed, 78 insertions, 0 deletions
diff --git a/compiler/moco-tf/src/Canonicalization/IdentityCanonicalizer.cpp b/compiler/moco-tf/src/Canonicalization/IdentityCanonicalizer.cpp
new file mode 100644
index 000000000..3b680cf04
--- /dev/null
+++ b/compiler/moco-tf/src/Canonicalization/IdentityCanonicalizer.cpp
@@ -0,0 +1,78 @@
+/*
+ * Copyright (c) 2019 Samsung Electronics Co., Ltd. All Rights Reserved
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+#include "IdentityCanonicalizer.h"
+
+#include "Convert.h"
+
+#include <moco/IR/TFDialect.h>
+
+#include <moco/Names.h>
+#include <moco/Log.h>
+
+namespace
+{
+
+bool canonicalize_identity(loco::Graph *graph, moco::TFIdentity *node)
+{
+  LOGGER(l);
+
+  /**
+   * @note This will replace TFIdentity node with Canonical Forward
+   *
+   *       Before
+   *                 A -- TFIdentity -- C
+   *
+   *       After
+   *                   /- TFIdentity --
+   *                 A -- Forward -- C
+   *
+   *       Where
+   *                 A : input of TFIdentity
+   *                 C : a node that uses TFIdentity as an input
+   *                 TFIdentity is disconnected from the output
+   */
+
+  INFO(l) << "TFNodeCanonicalize TFIdentity begin";
+
+  auto forward_node = graph->nodes()->create<loco::Forward>();
+
+  auto node_A = node->input();
+
+  forward_node->input(node_A);
+
+  // update graph
+  replace(node).with(forward_node);
+
+  INFO(l) << "TFNodeCanonicalize TFIdentity done";
+
+  return true;
+}
+
+} // namespace
+
+namespace moco
+{
+namespace tf
+{
+
+bool IdentityCanonicalizer::transform(TFIdentity *node) const
+{
+  return canonicalize_identity(node->graph(), node);
+}
+
+} // namespace tf
+} // namespace moco