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Diffstat (limited to 'compiler/moco/import/src/Nodes/Relu.cpp')
-rw-r--r-- | compiler/moco/import/src/Nodes/Relu.cpp | 86 |
1 files changed, 86 insertions, 0 deletions
diff --git a/compiler/moco/import/src/Nodes/Relu.cpp b/compiler/moco/import/src/Nodes/Relu.cpp new file mode 100644 index 000000000..eedc8155d --- /dev/null +++ b/compiler/moco/import/src/Nodes/Relu.cpp @@ -0,0 +1,86 @@ +/* + * 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/Relu.h" + +#include <moco/IR/Nodes/TFRelu.h> + +#include <moco/Names.h> +#include <loco.h> +#include <stdex/Memory.h> + +#include <cassert> +#include <stdexcept> + +namespace +{ + +using namespace moco; + +class TFReluGraphUpdate final : public GraphUpdate +{ +public: + TFReluGraphUpdate(TFRelu *node, const TensorName &&name) : _node(node), _name(name) {} + + void input(const SymbolTable *) const override; + +private: + TFRelu *_node; + const TensorName _name; +}; + +void TFReluGraphUpdate::input(const SymbolTable *table) const +{ + loco::Node *target = table->node(_name); + _node->features(target); +} + +} // namespace + +namespace moco +{ + +bool ReluGraphBuilder::validate(const tensorflow::NodeDef &node) const +{ + // ReLU node SHOULD have only one input + if (node.input_size() != 1) + return false; + + return true; +} + +void ReluGraphBuilder::build(const tensorflow::NodeDef &node, GraphBuilderContext *context) const +{ + assert(context != nullptr); + + loco::Graph *graph = context->graph(); + SymbolTable *tensor_names = context->tensor_names(); + UpdateQueue *updates = context->updates(); + + // Create a "TFRelu" node for Relu + auto relu_node = graph->nodes()->create<TFRelu>(); + relu_node->name(node.name()); + + // register string-name to node + TensorName output_name(node.name(), 0); + tensor_names->enroll(output_name, relu_node); + + // Queue node input update + auto update = stdex::make_unique<TFReluGraphUpdate>(relu_node, TensorName(node.input(0))); + updates->enroll(std::move(update)); +} + +} // namespace moco |