leaky_relu_node.h

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#pragma once
 
#include <memory>
#include <nlohmann/json_fwd.hpp>
#include <string>
#include <vector>
 
#include "sdfg/builder/structured_sdfg_builder.h"
#include "sdfg/data_flow/library_nodes/math/tensor/tensor_node.h"
#include "sdfg/function.h"
#include "sdfg/passes/expansion/lib_node_expander.h"
#include "sdfg/serializer/json_serializer.h"
#include "sdfg/symbolic/symbolic.h"
 
namespace sdfg {
namespace math {
namespace tensor {
 
inline data_flow::LibraryNodeCode LibraryNodeType_LeakyReLU("ml::LeakyReLU");

class LeakyReLUNode : public TensorNode {
private:
    std::vector<symbolic::Expression> shape_;
 
public:
    LeakyReLUNode(
        size_t element_id,
        const DebugInfo& debug_info,
        const graph::Vertex vertex,
        data_flow::DataFlowGraph& parent,
        const std::vector<symbolic::Expression>& shape,
        const data_flow::ImplementationType& impl_type = data_flow::ImplementationType_NONE
    );
 
    static constexpr int Y_INPUT_IDX = 0;
    static constexpr int X_INPUT_IDX = 1;
    static constexpr int ALPHA_INPUT_IDX = 2;
 
    const std::vector<symbolic::Expression>& shape() const;
 
    void validate(const Function& function) const override;
 
    bool supports_integer_types() const override;
 
    passes::LibNodeExpander::ExpandOutcome
    expand(passes::LibNodeExpander::ExpandContext& context, structured_control_flow::Block& block) override;
 
    data_flow::PointerAccessType pointer_access_type(int input_idx) const override;
 
    std::string toStr() const override;
 
    symbolic::SymbolSet symbols() const override;
 
    std::unique_ptr<data_flow::DataFlowNode>
    clone(size_t element_id, const graph::Vertex vertex, data_flow::DataFlowGraph& parent) const override;
 
    void replace(const symbolic::Expression old_expression, const symbolic::Expression new_expression) override;
 
    void replace(const symbolic::ExpressionMapping& replacements) override;
};
 
class LeakyReLUNodeSerializer : public serializer::LibraryNodeSerializer {
public:
    nlohmann::json serialize(const data_flow::LibraryNode& library_node) override;
 
    data_flow::LibraryNode& deserialize(
        const nlohmann::json& j, builder::StructuredSDFGBuilder& builder, structured_control_flow::Block& parent
    ) override;
};
 
} // namespace tensor
} // namespace math
} // namespace sdfg