MNN/source/shape/ShapeTranspose.cpp

41 lines
1.4 KiB
C++

//
// ShapeTranspose.cpp
// MNN
//
// Created by MNN on 2019/01/10.
// Copyright © 2018, Alibaba Group Holding Limited
//
#include "shape/SizeComputer.hpp"
#include "core/Macro.h"
#include "core/TensorUtils.hpp"
namespace MNN {
class TransposeComputer : public SizeComputer {
virtual bool onComputeSize(const MNN::Op* op, const std::vector<Tensor*>& inputs,
const std::vector<Tensor*>& outputs) const override {
const Tensor* input = inputs[0];
Tensor* perm = inputs[1];
const int dims = input->buffer().dimensions;
if (perm->getType().code != halide_type_int || 32 != perm->getType().bits || dims != perm->buffer().dim[0].extent) {
return false;
}
auto permutation = perm->host<int32_t>();
outputs[0]->buffer().dimensions = dims;
outputs[0]->buffer().type = input->getType();
for (int i = 0; i < dims; ++i) {
const int32_t d = permutation[i];
if (d < 0 || d >= dims) {
return false;
}
outputs[0]->buffer().dim[i].extent = input->buffer().dim[d].extent;
}
TensorUtils::getDescribe(outputs[0])->dimensionFormat = TensorUtils::getDescribe(inputs[0])->dimensionFormat;
return true;
}
};
REGISTER_SHAPE_INPUTS(TransposeComputer, OpType_Transpose, {1});
} // namespace MNN