diff options
Diffstat (limited to 'compiler/moco/import/src/Nodes/Identity.cpp')
-rw-r--r-- | compiler/moco/import/src/Nodes/Identity.cpp | 95 |
1 files changed, 95 insertions, 0 deletions
diff --git a/compiler/moco/import/src/Nodes/Identity.cpp b/compiler/moco/import/src/Nodes/Identity.cpp new file mode 100644 index 000000000..8ca0e2d01 --- /dev/null +++ b/compiler/moco/import/src/Nodes/Identity.cpp @@ -0,0 +1,95 @@ +/* + * 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 "moco/Import/Nodes/Identity.h" + +#include <moco/IR/Nodes/TFIdentity.h> + +#include <moco/Names.h> +#include <loco.h> +#include <stdex/Memory.h> + +#include <vector> + +namespace +{ + +using namespace moco; + +class TFIdentityGraphUpdate final : public GraphUpdate +{ +public: + TFIdentityGraphUpdate(TFIdentity *node, const std::vector<TensorName> &names) + : _node(node), _names(names) + { + } + + void input(const SymbolTable *) const override; + +private: + TFIdentity *_node; + const std::vector<TensorName> _names; +}; + +void TFIdentityGraphUpdate::input(const SymbolTable *tensor_names) const +{ + for (auto &name : _names) + { + loco::Node *target = tensor_names->node(name); + _node->input(target); + } +} + +} // namespace + +namespace moco +{ + +bool IdentityGraphBuilder::validate(const tensorflow::NodeDef &node) const +{ + if (node.input_size() < 1) // from TensorFlow lite toco + return false; + + return true; +} + +void IdentityGraphBuilder::build(const tensorflow::NodeDef &node, + GraphBuilderContext *context) const +{ + loco::Graph *graph = context->graph(); + SymbolTable *tensor_names = context->tensor_names(); + UpdateQueue *updates = context->updates(); + + // Create a Identity node + auto identity_node = graph->nodes()->create<TFIdentity>(); + identity_node->name(node.name()); + + // register string-name to node + TensorName output_name(node.name(), 0); + tensor_names->enroll(output_name, identity_node); + + // Queue node input update + // TODO: Check if we really need multiple input handlings + std::vector<TensorName> names; + for (int i = 0; i < node.input_size(); ++i) + { + names.emplace_back(TensorName(node.input(i))); + } + auto update = stdex::make_unique<TFIdentityGraphUpdate>(identity_node, names); + updates->enroll(std::move(update)); +} + +} // namespace moco |