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layer_impl.hh
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73 lines (63 loc) · 2.22 KB
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/*
Copyright 2024 TensorArray-Creators
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.
*/
#include <string>
#include <unordered_map>
#include <tensor-array/core/tensor.hh>
#include <utility>
#ifdef _WIN32
#ifdef TENSOR_ARRAY_LAYERS_EXPORTS
#define TENSOR_ARRAY_API __declspec(dllexport)
#else
#define TENSOR_ARRAY_API __declspec(dllimport)
#endif
#else
#define TENSOR_ARRAY_API
#endif
#pragma once
namespace tensor_array
{
namespace layers
{
class TENSOR_ARRAY_API LayerImpl
{
private:
bool is_running = false;
template <class T>
friend class LayerHolder;
protected:
std::unordered_map<std::string, value::Tensor*> map_tensor;
std::unordered_map<std::string, std::shared_ptr<LayerImpl>> map_layer;
public:
virtual ~LayerImpl() = default;
virtual void update_weight(float = 0.001f) final;
virtual void load_data(const std::string&) final;
virtual void save_data(const std::string&) const final;
inline LayerImpl() = default;
virtual void layer_init(std::vector<std::pair<std::initializer_list<unsigned int>, const std::type_info&>>&&);
constexpr LayerImpl(const LayerImpl&) = delete;
constexpr LayerImpl(LayerImpl&&) = delete;
inline LayerImpl operator=(const LayerImpl&) = delete;
inline LayerImpl operator=(LayerImpl&&) = delete;
};
struct CalculateStruct
{
virtual ~CalculateStruct() = default;
virtual value::Tensor calculate(const value::Tensor&) = 0;
};
struct TensorCalculateLayerImpl :
public LayerImpl,
public CalculateStruct
{};
}
}
#undef TENSOR_ARRAY_API