MNN/source/backend/cpu/CPUWhere.cpp

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2019-04-17 10:49:11 +08:00
//
// CPUWhere.cpp
// MNN
//
// Created by MNN on 2018/08/31.
// Copyright © 2018, Alibaba Group Holding Limited
//
#include "CPUWhere.hpp"
#include "CPUBackend.hpp"
namespace MNN {
ErrorCode CPUWhere::onExecute(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs) {
auto& ib = inputs[0]->buffer();
auto& ob = outputs[0]->buffer();
int32_t* inputData = inputs[0]->host<int32_t>();
int64_t* outputData = outputs[0]->host<int64_t>();
std::vector<int32_t> trueVec;
for (int i = 0; i < ob.dim[0].extent; i++) {
if (inputData[i] > 0) {
trueVec.push_back(i);
}
}
ob.dim[0].extent = (int)trueVec.size();
int k = 0;
for (int i = 0; i < trueVec.size(); i++) {
int index = trueVec[i];
for (int j = 0; j < ib.dimensions; j++) {
int result = index / ib.dim[j].stride;
index = index - result * ib.dim[j].stride;
outputData[k] = result;
k++;
}
}
return NO_ERROR;
}
class CPUWhereCreator : public CPUBackend::Creator {
public:
virtual Execution* onCreate(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
const MNN::Op* op, Backend* backend) const override {
return new CPUWhere(backend);
}
};
REGISTER_CPU_OP_CREATOR(CPUWhereCreator, OpType_Where);
} // namespace MNN