host_device_vector.h

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#ifndef XGBOOST_HOST_DEVICE_VECTOR_H_
#define XGBOOST_HOST_DEVICE_VECTOR_H_
 
#include <xgboost/context.h>  // for DeviceOrd
#include <xgboost/span.h>     // for Span
 
#include <initializer_list>
#include <type_traits>
#include <vector>
 
namespace xgboost {
 
#ifdef __CUDACC__
// Sets a function to call instead of cudaSetDevice();
// only added for testing
void SetCudaSetDeviceHandler(void (*handler)(int));
#endif  // __CUDACC__
 
template <typename T> struct HostDeviceVectorImpl;
 
enum GPUAccess {
  kNone, kRead,
  // write implies read
  kWrite
};
 
template <typename T>
class HostDeviceVector {
  static_assert(std::is_standard_layout<T>::value, "HostDeviceVector admits only POD types");
 
 public:
  explicit HostDeviceVector(size_t size = 0, T v = T(), int device = -1);
  HostDeviceVector(std::initializer_list<T> init, int device = -1);
  explicit HostDeviceVector(const std::vector<T>& init, int device = -1);
  ~HostDeviceVector();
 
  HostDeviceVector(const HostDeviceVector<T>&) = delete;
  HostDeviceVector(HostDeviceVector<T>&&);
 
  HostDeviceVector<T>& operator=(const HostDeviceVector<T>&) = delete;
  HostDeviceVector<T>& operator=(HostDeviceVector<T>&&);
 
  bool Empty() const { return Size() == 0; }
  size_t Size() const;
  int DeviceIdx() const;
  common::Span<T> DeviceSpan();
  common::Span<const T> ConstDeviceSpan() const;
  common::Span<const T> DeviceSpan() const { return ConstDeviceSpan(); }
  T* DevicePointer();
  const T* ConstDevicePointer() const;
  const T* DevicePointer() const { return ConstDevicePointer(); }
 
  T* HostPointer() { return HostVector().data(); }
  common::Span<T> HostSpan() { return common::Span<T>{HostVector()}; }
  common::Span<T const> HostSpan() const { return common::Span<T const>{HostVector()}; }
  common::Span<T const> ConstHostSpan() const { return HostSpan(); }
  const T* ConstHostPointer() const { return ConstHostVector().data(); }
  const T* HostPointer() const { return ConstHostPointer(); }
 
  void Fill(T v);
  void Copy(const HostDeviceVector<T>& other);
  void Copy(const std::vector<T>& other);
  void Copy(std::initializer_list<T> other);
 
  void Extend(const HostDeviceVector<T>& other);
 
  std::vector<T>& HostVector();
  const std::vector<T>& ConstHostVector() const;
  const std::vector<T>& HostVector() const {return ConstHostVector(); }
 
  bool HostCanRead() const;
  bool HostCanWrite() const;
  bool DeviceCanRead() const;
  bool DeviceCanWrite() const;
  GPUAccess DeviceAccess() const;
 
  void SetDevice(int device) const;
  void SetDevice(DeviceOrd device) const;
 
  void Resize(size_t new_size, T v = T());
 
  using value_type = T;  // NOLINT
 
 private:
  HostDeviceVectorImpl<T>* impl_;
};
 
}  // namespace xgboost
 
#endif  // XGBOOST_HOST_DEVICE_VECTOR_H_