--- /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 "SqueezeCanonicalizer.h"
+
+#include "Annotations/ShapeInferenceData.h"
+
+#include "Dialect/TFDialect.h"
+#include "Dialect/TFNodes.h"
+#include "Dialect/TFNodeVisitor.h"
+#include "Dialect/TFNodeImpl.h"
+
+#include <moco/Log.h>
+
+namespace
+{
+
+bool canonicalize_squeeze_to_reshape(loco::Graph *graph, moco::tf::TFSqueeze *node)
+{
+ LOGGER(l);
+
+ INFO(l) << "TFNodeCanonicalize TFSqueeze begin";
+
+ using FixedReshape = loco::Reshape<loco::ReshapeType::Fixed>;
+
+ /**
+ * This will replace shape inferred TFSqueeze node into canonical FixedReshape
+ *
+ * Before
+ * In ---- TFSqueeze ---- Out(s)
+ *
+ * After
+ * ------ TFSqueeze
+ * /
+ * In ---- FixedReshape ----- Out(s)
+ */
+
+ auto squeeze_shape = node->annot<moco::tf::ShapeInferenceData>();
+ // canonicalize into FixedReshape is valid when squeeze has shape info
+ // TODO Support general Squeeze case
+ assert(squeeze_shape);
+
+ auto squeeze_tensor_shape = squeeze_shape->tensor_shape();
+
+ // Create loco node to replace
+ auto reshape = graph->nodes()->create<FixedReshape>();
+
+ // Copy shape
+ reshape->rank(squeeze_tensor_shape.rank());
+ for (uint32_t axis = 0; axis < squeeze_tensor_shape.rank(); ++axis)
+ {
+ assert(squeeze_tensor_shape.dim(axis).known());
+ reshape->dim(axis) = squeeze_tensor_shape.dim(axis);
+ }
+
+ // replace
+ auto in = node->input();
+ reshape->input(in);
+ replace(node).with(reshape);
+
+ INFO(l) << "TFNodeCanonicalize TFSqueeze done";
+
+ return true;
+}
+
+} // namespace
+
+namespace moco
+{
+namespace tf
+{
+
+bool SqueezeCanonicalizer::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_squeeze = dynamic_cast<moco::tf::TFSqueeze *>(node);
+ if (tf_squeeze != nullptr)
+ {
+ if (canonicalize_squeeze_to_reshape(graph, tf_squeeze))
+ 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_SQUEEZE_CANONICALIZER_H__
+#define __MOCO_TF_SQUEEZE_CANONICALIZER_H__
+
+#include "Transform.h"
+
+#include <loco.h>
+
+namespace moco
+{
+namespace tf
+{
+
+/**
+ * @brief Canonicalize TF-dialect TFSqueeze into canonical FixedReshape node
+ *
+ * @note There is no canonical Squeeze node
+ */
+class SqueezeCanonicalizer : public Transform
+{
+public:
+ const char *name(void) const final { return "SqueezeCanonicalizer"; }
+
+public:
+ bool run(loco::Graph *graph) override;
+};
+
+} // namespace tf
+} // namespace moco
+
+#endif // __MOCO_TF_SQUEEZE_CANONICALIZER_H__