relu_module.hpp

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#pragma once
 
#include <optional>
#include "pulsatrix/module.hpp"
 
namespace pulsatrix {
 
class ReluModule : public Module {
public:
    ReluModule(DeviceBackend* backend, DeviceType device);
 
    explicit ReluModule(DeviceBackend* backend);
 
    [[nodiscard]] Tensor backward(const Tensor& grad_output) override;
 
    [[nodiscard]] OpType op_type() const override { return OpType::Activation; }
 
    [[nodiscard]] Tensor propagate_relevance(const Tensor& relevance_out, const LRPRuleConfig& config) override;
 
    [[nodiscard]] bool supports_lrp_rule(LRPRule) const override { return true; }
 
 
    [[nodiscard]] std::optional<DeviceType> compute_device() const override { return device_; }
 
protected:
    [[nodiscard]] Tensor forward_impl(const Tensor& input) override;
 
private:
    DeviceBackend* backend_;
    DeviceType device_;
    Tensor last_input_;
};
 
}  // namespace pulsatrix