MNN/source/backend/vulkan/execution/VulkanRelu.hpp

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1.7 KiB
C++

//
// VulkanRelu.hpp
// MNN
//
// Created by MNN on 2019/01/31.
// Copyright © 2018, Alibaba Group Holding Limited
//
#ifndef VulkanRelu_hpp
#define VulkanRelu_hpp
#include <stdio.h>
#include "backend/vulkan/execution/VulkanBasicExecution.hpp"
namespace MNN {
class VulkanRelu : public VulkanBasicExecution {
public:
VulkanRelu(Backend* bn, float slope);
virtual ~VulkanRelu();
ErrorCode onEncode(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
const VulkanCommandPool::Buffer* cmdBuffer) override;
private:
float mSlope;
std::shared_ptr<VulkanBuffer> mGpuReluParam;
const VulkanPipeline* mReluPipeline;
std::shared_ptr<VulkanPipeline::DescriptorSet> mDescriptorSet;
};
class VulkanRelu6 : public VulkanBasicExecution {
public:
VulkanRelu6(Backend* bn);
virtual ~VulkanRelu6();
ErrorCode onEncode(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
const VulkanCommandPool::Buffer* cmdBuffer) override;
private:
std::shared_ptr<VulkanBuffer> mGpuRelu6Param;
const VulkanPipeline* mRelu6Pipeline;
std::shared_ptr<VulkanPipeline::DescriptorSet> mDescriptorSet;
};
class VulkanPrelu : public VulkanBasicExecution {
public:
VulkanPrelu(Backend* bn, const Op* op);
virtual ~VulkanPrelu();
ErrorCode onEncode(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
const VulkanCommandPool::Buffer* cmdBuffer) override;
private:
std::shared_ptr<VulkanBuffer> mGpuPreluParam;
std::shared_ptr<VulkanImage> mSlope;
const VulkanPipeline* mPreluPipeline;
std::shared_ptr<VulkanPipeline::DescriptorSet> mDescriptorSet;
};
} // namespace MNN
#endif /* VulkanRelu_hpp */