wehub-resource-sync
48 lines
1.7 KiB
C++
48 lines
1.7 KiB
C++
//
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// TFPrelu.cpp
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// MNNConverter
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//
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// Created by MNN on 2019/09/27.
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// Copyright © 2018, Alibaba Group Holding Limited
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//
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#include "MNN_generated.h"
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#include "TFExtraManager.hpp"
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namespace MNN {
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namespace Express {
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class PreluTransform : public TFExtraManager::Transform {
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public:
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virtual EXPRP onExecute(EXPRP expr) const override {
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auto inputs = expr->inputs();
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auto op = expr->get();
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std::vector<VARP> subInputs = {inputs[0]};
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std::unique_ptr<MNN::OpT> PreluOp(new OpT);
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PreluOp->type = OpType_PReLU;
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PreluOp->name = op->name()->str();
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PreluOp->main.type = OpParameter_PRelu;
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PreluOp->main.value = new PReluT;
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auto PreluParameter = PreluOp->main.AsPRelu();
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{
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auto PreluPoint = inputs[1];
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auto PreluPointInfo = PreluPoint->getInfo();
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auto PreluPointPtr = PreluPoint->readMap<float>();
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if (nullptr == PreluPointInfo || nullptr == PreluPointPtr) {
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MNN_ERROR("Don't support not const Prelu point\n");
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return nullptr;
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}
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PreluParameter->slope.resize(PreluPointInfo->size);
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::memcpy(PreluParameter->slope.data(), PreluPointPtr, PreluPointInfo->size * sizeof(float));
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PreluParameter->slopeCount = PreluPointInfo->size;
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}
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auto newExpr = Expr::create(PreluOp.get(), subInputs, expr->outputSize());
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return newExpr;
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}
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};
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static auto gRegister = []() {
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TFExtraManager::get()->insert("Prelu", std::shared_ptr<TFExtraManager::Transform>(new PreluTransform));
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return true;
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}();
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} // namespace Express
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} // namespace MNN
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