MNN/source/geometry/GeometryFill.cpp

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2020-11-05 16:41:56 +08:00
//
// GeometryFill.cpp
// MNN
//
// Created by MNN on 2020/04/23.
// Copyright © 2018, Alibaba Group Holding Limited
//
#include "geometry/GeometryComputer.hpp"
#include "core/OpCommonUtils.hpp"
namespace MNN {
class GeometryFill : 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 {
// inputs[0] is shape, inputs[1] is value
auto input = inputs[1];
auto output = outputs[0];
auto outputDes = TensorUtils::getDescribe(output);
outputDes->regions.clear();
if (0 == output->dimensions()) {
return true;
}
outputDes->regions.resize(1);
outputDes->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL;
auto& reg = outputDes->regions[0];
reg.size[0] = 1;
reg.size[1] = 1;
for (int i = 0; i < output->dimensions(); ++i) {
reg.size[2] *= output->length(i);
}
reg.src.offset = 0;
reg.dst.stride[2] = 1;
reg.src.stride[2] = 0;
reg.origin = input;
return true;
}
};
class GeometryZerolike : 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 {
// Just create empty region for raster
auto output = outputs[0];
auto outputDes = TensorUtils::getDescribe(output);
outputDes->regions.clear();
outputDes->memoryType = Tensor::InsideDescribe::MEMORY_VIRTUAL;
return true;
}
};
static void _create() {
std::shared_ptr<GeometryComputer> comp(new GeometryFill);
GeometryComputer::registerGeometryComputer(comp, {OpType_Fill});
std::shared_ptr<GeometryComputer> comp2(new GeometryZerolike);
GeometryComputer::registerGeometryComputer(comp2, {OpType_ZerosLike, OpType_ZeroGrad});
}
REGISTER_GEOMETRY(GeometryFill, _create);
} // namespace MNN