/*
* Copyright (C) 2018 The Android Open Source Project
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
#ifndef LIBTEXTCLASSIFIER_UTILS_TENSOR_VIEW_H_
#define LIBTEXTCLASSIFIER_UTILS_TENSOR_VIEW_H_
#include <algorithm>
#include <vector>
namespace libtextclassifier3 {
namespace internal {
// Computes the number of elements in a tensor of given shape.
int NumberOfElements(const std::vector<int>& shape);
} // namespace internal
// View of a tensor of given type.
// NOTE: Does not own the underlying memory, so the contract about its validity
// needs to be specified on the interface that returns it.
template <typename T>
class TensorView {
public:
TensorView(const T* data, const std::vector<int>& shape)
: data_(data), shape_(shape), size_(internal::NumberOfElements(shape)) {}
static TensorView Invalid() {
static std::vector<int>& invalid_shape =
*[]() { return new std::vector<int>(0); }();
return TensorView(nullptr, invalid_shape);
}
bool is_valid() const { return data_ != nullptr; }
const std::vector<int>& shape() const { return shape_; }
int dim(int i) const { return shape_[i]; }
int dims() const { return shape_.size(); }
const T* data() const { return data_; }
int size() const {
if (!is_valid()) {
return 0;
}
return size_;
}
bool copy_to(T* dest, int dest_size) const {
if (dest_size < size_) {
return false;
}
std::copy(data_, data_ + size_, dest);
return true;
}
private:
const T* data_ = nullptr;
const std::vector<int> shape_;
const int size_;
};
} // namespace libtextclassifier3
#endif // LIBTEXTCLASSIFIER_UTILS_TENSOR_VIEW_H_