mirror of https://github.com/alibaba/MNN.git
55 lines
2.1 KiB
C++
55 lines
2.1 KiB
C++
//
|
|
// GeometryThreshold.cpp
|
|
// MNN
|
|
//
|
|
// Created by MNN on 2020/07/27.
|
|
// Copyright © 2018, Alibaba Group Holding Limited
|
|
//
|
|
|
|
#include "geometry/GeometryComputer.hpp"
|
|
#include "core/OpCommonUtils.hpp"
|
|
#include "geometry/GeometryComputerUtils.hpp"
|
|
|
|
namespace MNN {
|
|
class GeometryThreshold : public GeometryComputer {
|
|
public:
|
|
virtual bool onCompute(const Op* op, const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs, Context& context, CommandBuffer& res) const override {
|
|
MNN_ASSERT(1 == inputs.size());
|
|
MNN_ASSERT(1 == outputs.size());
|
|
auto input = inputs[0];
|
|
auto output = outputs[0];
|
|
// compare with threshold
|
|
std::shared_ptr<Tensor> compValue(new Tensor);
|
|
{
|
|
auto thresholdConst = context.allocConst(op, {}, halide_type_of<float>());
|
|
thresholdConst->host<float>()[0] = op->main_as_ELU()->alpha();
|
|
compValue->buffer().type = halide_type_of<int>();
|
|
TensorUtils::copyShape(input, compValue.get(), true);
|
|
auto cmd = GeometryComputerUtils::makeBinary(BinaryOpOperation_GREATER, input, thresholdConst.get(), compValue.get());
|
|
res.extras.emplace_back(compValue);
|
|
res.command.emplace_back(std::move(cmd));
|
|
}
|
|
// select
|
|
{
|
|
auto zeroConst = context.allocConst(op, {}, halide_type_of<float>());
|
|
auto oneConst = context.allocConst(op, {}, halide_type_of<float>());
|
|
zeroConst->host<float>()[0] = 0.0;
|
|
oneConst->host<float>()[0] = 1.0;
|
|
std::unique_ptr<OpT> selectOp(new OpT);
|
|
selectOp->type = OpType_Select;
|
|
auto cmd = GeometryComputerUtils::makeCommand(selectOp.get(), {compValue.get(), oneConst.get(), zeroConst.get()}, {output});
|
|
res.command.emplace_back(std::move(cmd));
|
|
}
|
|
return true;
|
|
}
|
|
};
|
|
|
|
static void _create() {
|
|
std::shared_ptr<GeometryComputer> comp(new GeometryThreshold);
|
|
GeometryComputer::registerGeometryComputer(comp, {OpType_Threshold});
|
|
}
|
|
|
|
REGISTER_GEOMETRY(GeometryThreshold, _create);
|
|
|
|
} // namespace MNN
|