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Diffstat (limited to 'compiler/exo/src/Conversion/EltwiseBinaryConverter.h')
-rw-r--r-- | compiler/exo/src/Conversion/EltwiseBinaryConverter.h | 110 |
1 files changed, 110 insertions, 0 deletions
diff --git a/compiler/exo/src/Conversion/EltwiseBinaryConverter.h b/compiler/exo/src/Conversion/EltwiseBinaryConverter.h new file mode 100644 index 000000000..095da9e5c --- /dev/null +++ b/compiler/exo/src/Conversion/EltwiseBinaryConverter.h @@ -0,0 +1,110 @@ +/* + * 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 __CONVERSION_ELTWISEBINARY_CONVERTER_H__ +#define __CONVERSION_ELTWISEBINARY_CONVERTER_H__ + +#include "GraphBlock.h" +#include "Check.h" + +#include "Dialect/IR/TFLNodes.h" + +#include <loco/IR/Nodes.h> + +#include <loco/Service/ShapeInference.h> + +namespace +{ + +template <class ELTWISEBIN, class TFLBIN> +class EltwiseBinInputHandler : public exo::InputHandler<ELTWISEBIN, TFLBIN> +{ +public: + void handover(ELTWISEBIN *origin, TFLBIN *replacer) override + { + assert(origin && replacer); + replacer->x(origin->lhs()); + replacer->y(origin->rhs()); + } + + std::vector<loco::Node *> getInputsToConvert(ELTWISEBIN *origin) override + { + assert(origin); + std::vector<loco::Node *> inputs({origin->lhs(), origin->rhs()}); + return inputs; + } + + void set(TFLBIN *replacer, std::vector<loco::Node *> &to) override + { + assert(to.size() == 2); + + replacer->x(to.at(0)); + replacer->y(to.at(1)); + } + + void nullify(ELTWISEBIN *origin) override + { + assert(origin); + origin->lhs(nullptr); + origin->rhs(nullptr); + } +}; + +template <class TFLBIN> void init_fused_act_func(TFLBIN *); + +template <> inline void init_fused_act_func(locoex::TFLAdd *node) +{ + node->fusedActivationFunction(locoex::FusedActFunc::NONE); +} + +template <> inline void init_fused_act_func(locoex::TFLMul *node) +{ + node->fusedActivationFunction(locoex::FusedActFunc::NONE); +} + +template <> inline void init_fused_act_func(locoex::TFLSub *node) +{ + node->fusedActivationFunction(locoex::FusedActFunc::NONE); +} + +template <> inline void init_fused_act_func(locoex::TFLDiv *node) +{ + node->fusedActivationFunction(locoex::FusedActFunc::NONE); +} + +} // namespace + +namespace exo +{ + +template <class ELTWISEBIN, class TFLBIN> bool EltwiseBinaryConvert(ELTWISEBIN *origin) +{ + EltwiseBinInputHandler<ELTWISEBIN, TFLBIN> input_handler; + exo::DomainConverter<ELTWISEBIN, TFLBIN> domain_converter; + + auto tfl_node = domain_converter.template convert<FeatureLayout::NHWC>(origin, input_handler); + + if (tfl_node == nullptr) + return false; + + init_fused_act_func(tfl_node); + + return true; +} + +} // namespace exo + +#endif // __CONVERSION_ELTWISEBINARY_CONVERTER_H__ |