MNN/source/backend/cpu/CPUSelect.cpp

52 lines
1.5 KiB
C++

//
// CPUSelect.cpp
// MNN
//
// Created by MNN on 2019/5/22.
// Copyright © 2018 Alibaba. All rights reserved.
//
#include "backend/cpu/CPUSelect.hpp"
namespace MNN {
ErrorCode CPUSelect::onExecute(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs) {
auto inSize0 = inputs[0]->elementSize();
auto inSize1 = inputs[1]->elementSize();
auto inSize2 = inputs[2]->elementSize();
auto outSize = outputs[0]->elementSize();
MNN_ASSERT(inSize0 == outSize);
MNN_ASSERT(inSize1 == 1 || inSize1 == outSize);
MNN_ASSERT(inSize2 == 1 || inSize2 == outSize);
auto output = outputs[0]->host<float>();
auto select = inputs[0]->host<int32_t>();
auto input0 = inputs[1]->host<float>();
auto input1 = inputs[2]->host<float>();
for (int i = 0; i < outSize; i++) {
if (select[i]) {
if (inSize1 == 1) {
output[i] = input0[0];
} else {
output[i] = input0[i];
}
} else {
if (inSize2 == 1) {
output[i] = input1[0];
} else {
output[i] = input1[i];
}
}
}
return NO_ERROR;
}
class CPUSelectCreator : public CPUBackend::Creator {
public:
virtual Execution *onCreate(const std::vector<Tensor *> &inputs, const std::vector<Tensor *> &outputs,
const MNN::Op *op, Backend *backend) const {
return new CPUSelect(backend);
}
};
REGISTER_CPU_OP_CREATOR(CPUSelectCreator, OpType_Select);
} // namespace MNN