From: 남궁석/On-Device Lab(SR)/Engineer/삼성전자 <sk.namkoong@samsung.com>
Date: Thu, 25 Apr 2019 04:28:14 +0000 (+0900)
Subject: [moco/ONNX] Introduce Identity operation (#3365)
X-Git-Tag: nncc_backup~666
X-Git-Url: http://review.tizen.org/git/?a=commitdiff_plain;h=0efc37aba7af76da188a1ae9531e349937962bc8;p=platform%2Fcore%2Fml%2Fnnfw.git

[moco/ONNX] Introduce Identity operation (#3365)

This commit will introduce Identity operation and add it to GraphBuilderRegisry

Signed-off-by: Seok NamKoong <sk.namkoong@samsung.com>
---

diff --git a/contrib/moco/lib/frontend/onnx/src/GraphBuilderRegistry.h b/contrib/moco/lib/frontend/onnx/src/GraphBuilderRegistry.h
index fa0fec7..1bf4d95 100644
--- a/contrib/moco/lib/frontend/onnx/src/GraphBuilderRegistry.h
+++ b/contrib/moco/lib/frontend/onnx/src/GraphBuilderRegistry.h
@@ -50,17 +50,29 @@ public:
     return me;
   }
 
-private:
-  GraphBuilderRegistry()
+public:
+  void add(const std::string op, std::unique_ptr<GraphBuilder> &&builder)
   {
-    // TODO add operations
+    _builder_map[op] = std::move(builder);
   }
 
 private:
-  std::map<std::string, std::unique_ptr<GraphBuilder>> _builder_map;
+  std::map<const std::string, std::unique_ptr<GraphBuilder>> _builder_map;
 };
 
 } // namespace onnx
 } // namespace moco
 
+#include <stdex/Memory.h>
+
+#define REGISTER_OP_BUILDER(NAME, BUILDER)                                                    \
+  namespace                                                                                   \
+  {                                                                                           \
+  __attribute__((constructor)) void reg_op(void)                                              \
+  {                                                                                           \
+    std::unique_ptr<moco::onnx::BUILDER> builder = stdex::make_unique<moco::onnx::BUILDER>(); \
+    moco::onnx::GraphBuilderRegistry::get().add(#NAME, std::move(builder));                   \
+  }                                                                                           \
+  }
+
 #endif // __MOCO_FRONTEND_ONNX_GRAPH_BUILDER_REGISTRY_H__
diff --git a/contrib/moco/lib/frontend/onnx/src/Op/Identity.cpp b/contrib/moco/lib/frontend/onnx/src/Op/Identity.cpp
new file mode 100644
index 0000000..71df7b5
--- /dev/null
+++ b/contrib/moco/lib/frontend/onnx/src/Op/Identity.cpp
@@ -0,0 +1,64 @@
+/*
+ * 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 "GraphBuilder.h"
+
+#include <cassert>
+
+namespace moco
+{
+namespace onnx
+{
+
+/**
+  * @brief GraphBuilder for Identity node
+  */
+class IdentityGraphBuilder : public GraphBuilder
+{
+public:
+  bool validate(const ::onnx::NodeProto &) const override;
+  void build(const ::onnx::NodeProto &, GraphBuilderContext *) const override;
+};
+
+bool IdentityGraphBuilder::validate(const ::onnx::NodeProto &node) const { return true; }
+
+void IdentityGraphBuilder::build(const ::onnx::NodeProto &node, GraphBuilderContext *context) const
+{
+  assert(context != nullptr);
+
+  loco::Graph *graph = context->graph();
+  SymbolTable *nodes = context->nodes();
+  SymbolTable *input_names = context->input_names();
+
+  // Create a "Forward" node for Identity
+  auto forward_node = graph->nodes()->create<loco::Forward>();
+
+  nodes->enroll(node.name(), forward_node);
+
+  // Record all inputs to forward_node
+  for (int i = 0; i < node.input_size(); ++i)
+  {
+    const auto &input_name = node.input(i);
+    input_names->list(forward_node, input_name);
+  }
+}
+
+} // namespace onnx
+} // namespace moco
+
+#include "GraphBuilderRegistry.h"
+
+REGISTER_OP_BUILDER(Identity, IdentityGraphBuilder)