wehub-resource-sync
49 lines
1.3 KiB
C++
49 lines
1.3 KiB
C++
//
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// TFApproximateEqual.cpp
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// MNNConverter
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//
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// Created by MNN on 2019/12/16.
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// Copyright © 2018, Alibaba Group Holding Limited
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//
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#include <MNN/expr/ExprCreator.hpp>
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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 ApproximateEqualTransform : public TFExtraManager::Transform {
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public:
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virtual EXPRP onExecute(EXPRP expr) const override {
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auto op = expr->get();
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auto inputs = expr->inputs();
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float tolerance = 1e-5;
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auto extra = op->main_as_Extra();
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if (nullptr != extra->attr()) {
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for (int i = 0; i < extra->attr()->size(); ++i) {
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auto attr = extra->attr()->GetAs<Attribute>(i);
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if (attr->key()->str() == "tolerance") {
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tolerance = attr->f();
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}
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}
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}
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auto diff = _Abs(_Subtract(inputs[0], inputs[1]));
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auto output = _Less(diff, _Const(tolerance));
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auto newExpr = output->expr().first;
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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("ApproximateEqual",
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std::shared_ptr<TFExtraManager::Transform>(new ApproximateEqualTransform));
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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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