--- /dev/null
+/*
+ * 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 "StopGradientCanonicalizer.h"
+
+#include "Dialect/TFDialect.h"
+#include "Dialect/TFNodes.h"
+#include "Dialect/TFNodeVisitor.h"
+#include "Dialect/TFNodeImpl.h"
+
+#include <moco/Log.h>
+
+namespace
+{
+
+bool canonicalize_stopgradient(loco::Graph *graph, moco::tf::TFStopGradient *node)
+{
+ LOGGER(l);
+
+ INFO(l) << "TFNodeCanonicalize TFStopGradient begin";
+
+ /**
+ * This will replace shape inferred TFStopGradient node into canonical Forward
+ *
+ * Before
+ * In --- TFStopGradient --- Out(s)
+ *
+ * After
+ * -- TFStopGradient
+ * /
+ * In --- Forward --- Out(s)
+ */
+
+ // Create loco node to replace
+ auto forward_node = graph->nodes()->create<loco::Forward>();
+
+ // update connection
+ forward_node->input(node->input());
+
+ // replace node
+ replace(node).with(forward_node);
+
+ INFO(l) << "TFNodeCanonicalize TFStopGradient done";
+
+ return true;
+}
+
+} // namespace
+
+namespace moco
+{
+namespace tf
+{
+
+bool StopGradientCanonicalizer::run(loco::Graph *graph)
+{
+ auto active_nodes = loco::active_nodes(loco::output_nodes(graph));
+ bool changed = false;
+
+ for (auto node : active_nodes)
+ {
+ if (node->dialect() == TFDialect::get())
+ {
+ auto tf_stopgradient = dynamic_cast<moco::tf::TFStopGradient *>(node);
+ if (tf_stopgradient != nullptr)
+ {
+ if (canonicalize_stopgradient(graph, tf_stopgradient))
+ changed = true;
+ }
+ }
+ }
+
+ return changed;
+}
+
+} // namespace tf
+} // namespace moco
--- /dev/null
+/*
+ * 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.
+ */
+
+#ifndef __MOCO_TF_STOPGRADIENT_CANONICALIZER_H__
+#define __MOCO_TF_STOPGRADIENT_CANONICALIZER_H__
+
+#include "Transform.h"
+
+#include <loco.h>
+
+namespace moco
+{
+namespace tf
+{
+
+/**
+* @brief Canonicalize TF-dialect TFStopGradient into canonical Forward node
+*/
+class StopGradientCanonicalizer : public Transform
+{
+public:
+ const char *name(void) const final { return "StopGradientCanonicalizer"; }
+
+public:
+ bool run(loco::Graph *graph) override;
+};
+
+} // namespace tf
+} // namespace moco
+
+#endif // __MOCO_TF_STOPGRADIENT_CANONICALIZER_H__