https://github.com/Microsoft/CNTK
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Tip revision: b55ab9fe87b0dc8b635bea910ba8e5ef7decaa42 authored by duli1 on 25 August 2017, 16:36:05 UTC
Tensorboard image feature
Tip revision: b55ab9f
CuDnnCommon.h
//
// Copyright (c) Microsoft. All rights reserved.
// Licensed under the MIT license. See LICENSE.md file in the project root for full license information.
//

#pragma once

#include "Basics.h"
#include "TensorShape.h"
#include <cudnn.h>
#if CUDNN_MAJOR < 5
#error CNTK requires the NVIDIA cuDNN library 5.0 or higher to build, cf. https://docs.microsoft.com/en-us/cognitive-toolkit/Setup-CNTK-on-Windows#cudnn or https://docs.microsoft.com/en-us/cognitive-toolkit/Setup-CNTK-on-Linux#cudnn for installation instructions.
#endif
#include <memory>

namespace Microsoft { namespace MSR { namespace CNTK {

class CuDnnTensor final
{
public:
    CuDnnTensor();
    CuDnnTensor(const TensorShape& src, cudnnDataType_t dataType);
    ~CuDnnTensor();

    void Set(const TensorShape& src, cudnnDataType_t dataType); 
    void UpdateBatchSize(size_t batchSize);

    operator cudnnTensorDescriptor_t() const { return m_tensor; }

    template <typename ElemType>
    static cudnnDataType_t GetDataType();

    DISABLE_COPY_AND_MOVE(CuDnnTensor);

private:
    cudnnTensorDescriptor_t m_tensor;
};

struct CuDnn final
{
    using ptr_t = std::shared_ptr<cudnnHandle_t>;
    static ptr_t Instance();

    DISABLE_COPY_AND_MOVE(CuDnn);
};

template <typename ElemType>
struct Consts
{
    static const ElemType Zero;
    static const ElemType One;
};

} } }
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