Tpetra_Details_ExecutionSpaces.hpp

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// @HEADER
// *****************************************************************************
//          Tpetra: Templated Linear Algebra Services Package
//
// Copyright 2008 NTESS and the Tpetra contributors.
// SPDX-License-Identifier: BSD-3-Clause
// *****************************************************************************
// @HEADER
 
#ifndef TPETRA_DETAILS_EXECUTIONSPACES_HPP
#define TPETRA_DETAILS_EXECUTIONSPACES_HPP
 
#include <iostream>
#include <sstream>
#include <vector>
 
#include <Kokkos_Core.hpp>
 
#include <Teuchos_RCP.hpp>
 
#include "Tpetra_Details_Behavior.hpp"
#include "Tpetra_Details_Profiling.hpp"

 
#define TPETRA_DETAILS_SPACES_THROW(x)                                         \
  {                                                                            \
    std::stringstream ss;                                                      \
    ss << __FILE__ << ":" << __LINE__ << ": " << x;                            \
    throw std::runtime_error(ss.str());                                        \
  }
 
namespace Tpetra {
namespace Details {
namespace Spaces {

enum class Priority {
  low = 0,
  medium = 1,
  high = 2,
  NUM_LEVELS = 3 // not to be used as a priority
};
 
#if defined(KOKKOS_ENABLE_CUDA)
inline void success_or_throw(cudaError_t err, const char *file,
                             const int line) {
  if (err != cudaSuccess) {
    std::stringstream ss;
    ss << file << ":" << line << ": ";
    ss << cudaGetErrorString(err);
    throw std::runtime_error(ss.str());
  }
}
#define TPETRA_DETAILS_SPACES_CUDA_RUNTIME(x)                                  \
  Tpetra::Details::Spaces::success_or_throw((x), __FILE__, __LINE__)
#endif // KOKKOS_ENABLE_CUDA

void lazy_init();
 
#if defined(KOKKOS_ENABLE_CUDA)
struct CudaInfo {
  bool initialized_;
  int lowPrio_;
  int mediumPrio_; // same as CUDA default
  int highPrio_;
  cudaEvent_t execSpaceWaitEvent_; // see exec_space_wait
 
  CudaInfo();
  ~CudaInfo() = default; // execSpaceWaitEvent_ cleaned up by CUDA deinit
  CudaInfo(const CudaInfo &other) = delete;
  CudaInfo(CudaInfo &&other) = delete;
};
extern CudaInfo cudaInfo;
#endif // KOKKOS_ENABLE_CUDA
 
// Tpetra's managed spaces
#if defined(KOKKOS_ENABLE_CUDA)
template <typename Space>
using IsCuda = std::enable_if_t<std::is_same_v<Space, Kokkos::Cuda>, bool>;
template <typename Space>
using NotCuda = std::enable_if_t<!std::is_same_v<Space, Kokkos::Cuda>, bool>;
template <typename S1, typename S2>
using BothCuda = std::enable_if_t<
    std::is_same_v<S1, Kokkos::Cuda> && std::is_same_v<S2, Kokkos::Cuda>, bool>;
template <typename S1, typename S2>
using NotBothCuda = std::enable_if_t<!std::is_same_v<S1, Kokkos::Cuda> ||
                                         !std::is_same_v<S2, Kokkos::Cuda>,
                                     bool>;
#endif // KOKKOS_ENABLE_CUDA
 
#if defined(KOKKOS_ENABLE_SERIAL)
template <typename Space>
using IsSerial = std::enable_if_t<std::is_same_v<Space, Kokkos::Serial>, bool>;
#endif // KOKKOS_ENABLE_SERIAL
 
#if defined(KOKKOS_ENABLE_OPENMP)
template <typename Space>
using IsOpenMP = std::enable_if_t<std::is_same_v<Space, Kokkos::OpenMP>, bool>;
#endif // KOKKOS_ENABLE_OPENMP
 
#if defined(KOKKOS_ENABLE_HIP)
template <typename Space>
using IsHIP = std::enable_if_t<std::is_same_v<Space, Kokkos::HIP>, bool>;
#endif // KOKKOS_ENABLE_HIP
 
#if defined(KOKKOS_ENABLE_SYCL)
template <typename Space>
using IsSYCL = std::enable_if_t<std::is_same_v<Space, Kokkos::Experimental::SYCL>, bool>;
#endif // KOKKOS_ENABLE_SYCL

template <typename ExecSpace, Priority priority = Priority::medium
#if defined(KOKKOS_ENABLE_CUDA)
          ,
          NotCuda<ExecSpace> = true
#endif // KOKKOS_ENABLE_CUDA
          >
ExecSpace make_instance() {
  return ExecSpace();
}

#if defined(KOKKOS_ENABLE_CUDA)
template <typename ExecSpace, Priority priority = Priority::medium,
          IsCuda<ExecSpace> = true>
Kokkos::Cuda make_instance() {
  lazy_init(); // CUDA priorities
  cudaStream_t stream;
  int prio;
  switch (priority) {
  case Priority::high:
    prio = cudaInfo.highPrio_;
    break;
  case Priority::medium:
    prio = cudaInfo.mediumPrio_;
    break;
  case Priority::low:
    prio = cudaInfo.lowPrio_;
    break;
  default:
    throw std::runtime_error("unexpected static Tpetra Space priority");
  }
  TPETRA_DETAILS_SPACES_CUDA_RUNTIME(
      cudaStreamCreateWithPriority(&stream, cudaStreamNonBlocking, prio));
  return Kokkos::Cuda(stream, true /*Kokkos will manage this stream*/);
}
#endif // KOKKOS_ENABLE_CUDA

template <typename ExecSpace> ExecSpace make_instance(const Priority &prio) {
  switch (prio) {
  case Priority::high:
    return make_instance<ExecSpace, Priority::high>();
  case Priority::medium:
    return make_instance<ExecSpace, Priority::medium>();
  case Priority::low:
    return make_instance<ExecSpace, Priority::low>();
  default:
    throw std::runtime_error("unexpected dynamic Tpetra Space priority");
  }
}

template <typename ExecSpace> class InstanceLifetimeManager {
public:
  using execution_space = ExecSpace;
  using rcp_type = Teuchos::RCP<const execution_space>;

  template <Priority priority = Priority::medium>
  rcp_type space_instance(int i = 0) {
    Tpetra::Details::ProfilingRegion region(
        "Tpetra::Details::Spaces::space_instance");
 
    constexpr int p = static_cast<int>(priority);
    static_assert(p < sizeof(instances) / sizeof(instances[0]),
                  "Spaces::Priority enum error");
 
    if (i < 0) {
      TPETRA_DETAILS_SPACES_THROW("requested instance id " << i << " (< 0)");
    }
    if (size_t(i) >= Tpetra::Details::Behavior::spacesIdWarnLimit()) {
      TPETRA_DETAILS_SPACES_THROW(
          "requested instance id "
          << i << " (>= " << Tpetra::Details::Behavior::spacesIdWarnLimit()
          << ") set by TPETRA_SPACES_ID_WARN_LIMIT");
    }
 
    // make sure we can store an exec space at index i for priority
    // not sure what happens in RCP(), so let's explicitly make it null
    while (size_t(i) >= instances[p].size()) {
      instances[p].push_back(Teuchos::ENull());
    }
 
    /* no exec space instance i of priority p exists.
       It may have never existed, or all Tpetra objects referencing it have been
       destructed.
 
       Create a new RCP<ExecSpace> and internally store a weak
       reference, so this space will be destructed when all strong references to
       it are gone, but we can still refer to it as long as it lives to prevent
       recreating
    */
    if (instances[p][i].is_null() || !instances[p][i].is_valid_ptr()) {
 
      // create a strong RCP to a space
      rcp_type r = Teuchos::RCP<const execution_space>(
          new ExecSpace(make_instance<ExecSpace, priority>()));
 
      // store a weak RCP to the space
      instances[p][i] = r.create_weak();
 
      return r; // allow strong rcp to escape so internal weak one does not
                // immediately go away
    }
 
    auto r = instances[p][i].create_strong();
    return r;
  }

  ~InstanceLifetimeManager() {
    for (int i = 0; i < static_cast<int>(Spaces::Priority::NUM_LEVELS); ++i) {
      for (const rcp_type &rcp : instances[i]) {
        if (rcp.is_valid_ptr() && !rcp.is_null()) {
          // avoid throwing in dtor
          std::cerr << __FILE__ << ":" << __LINE__
                    << " execution space instance survived to "
                       "~InstanceLifetimeManager. strong_count() = "
                    << rcp.strong_count()
                    << ". Did a Tpetra object live past Kokkos::finalize()?"
                    << std::endl;
        }
      }
    }
  }
 
private:
  // one vector of instances for each priority level
  std::vector<rcp_type>
      instances[static_cast<int>(Spaces::Priority::NUM_LEVELS)];
};
 
#if defined(KOKKOS_ENABLE_CUDA)
extern InstanceLifetimeManager<Kokkos::Cuda> cudaSpaces;
#endif
#if defined(KOKKOS_ENABLE_SERIAL)
extern InstanceLifetimeManager<Kokkos::Serial> serialSpaces;
#endif
#if defined(KOKKOS_ENABLE_OPENMP)
extern InstanceLifetimeManager<Kokkos::OpenMP> openMPSpaces;
#endif
#if defined(KOKKOS_ENABLE_HIP)
extern InstanceLifetimeManager<Kokkos::HIP> HIPSpaces;
#endif
#if defined(KOKKOS_ENABLE_SYCL)
extern InstanceLifetimeManager<Kokkos::Experimental::SYCL> SYCLSpaces;
#endif
 
#if defined(KOKKOS_ENABLE_CUDA)

template <typename ExecSpace, Priority priority = Priority::medium,
          IsCuda<ExecSpace> = true>
Teuchos::RCP<const ExecSpace> space_instance(int i = 0) {
  return cudaSpaces.space_instance<priority>(i);
}
#endif
 
#if defined(KOKKOS_ENABLE_SERIAL)
template <typename ExecSpace, Priority priority = Priority::medium,
          IsSerial<ExecSpace> = true>
Teuchos::RCP<const ExecSpace> space_instance(int i = 0) {
  return serialSpaces.space_instance<priority>(i);
}
#endif
 
#if defined(KOKKOS_ENABLE_OPENMP)
template <typename ExecSpace, Priority priority = Priority::medium,
          IsOpenMP<ExecSpace> = true>
Teuchos::RCP<const ExecSpace> space_instance(int i = 0) {
  return openMPSpaces.space_instance<priority>(i);
}
#endif
 
#if defined(KOKKOS_ENABLE_HIP)
template <typename ExecSpace, Priority priority = Priority::medium,
          IsHIP<ExecSpace> = true>
Teuchos::RCP<const ExecSpace> space_instance(int i = 0) {
  return HIPSpaces.space_instance<priority>(i);
}
#endif
#if defined(KOKKOS_ENABLE_SYCL)
template <typename ExecSpace, Priority priority = Priority::medium,
          IsSYCL<ExecSpace> = true>
Teuchos::RCP<const ExecSpace> space_instance(int i = 0) {
  return SYCLSpaces.space_instance<priority>(i);
}
#endif

template <typename ExecSpace>
Teuchos::RCP<const ExecSpace> space_instance(const Priority &priority,
                                             int i = 0) {
  switch (priority) {
  case Priority::high:
    return space_instance<ExecSpace, Priority::high>(i);
  case Priority::medium:
    return space_instance<ExecSpace, Priority::medium>(i);
  case Priority::low:
    return space_instance<ExecSpace, Priority::low>(i);
  default:
    throw std::runtime_error(
        "unexpected dynamic Tpetra Space priority in space_instance");
  }
}

template <typename S1, typename S2
#if defined(KOKKOS_ENABLE_CUDA)
          ,
          NotBothCuda<S1, S2> = true
#endif
          >
void exec_space_wait(const char *msg, const S1 &waitee, const S2 & /*waiter*/) {
  Tpetra::Details::ProfilingRegion r(
      "Tpetra::Details::Spaces::exec_space_wait");
  lazy_init();
  waitee.fence(msg);
}
 
#if defined(KOKKOS_ENABLE_CUDA)
template <typename S1, typename S2, BothCuda<S1, S2> = true>
void exec_space_wait(const char *msg, const S1 &waitee, const S2 &waiter) {
  Tpetra::Details::ProfilingRegion r(
      "Tpetra::Details::Spaces::exec_space_wait");
  lazy_init();
 
  // if they are the same instance, no sync needed
  if (waitee.impl_instance_id() !=
      waiter
          .impl_instance_id()) { // TODO: use instance operator== once available
    /* cudaStreamWaitEvent is not affected by later calls to cudaEventRecord,
    even if it overwrites the state of a shared event this means we only need
    one event even if many exec_space_waits are in flight at the same time
    */
    TPETRA_DETAILS_SPACES_CUDA_RUNTIME(
        cudaEventRecord(cudaInfo.execSpaceWaitEvent_, waitee.cuda_stream()));
    TPETRA_DETAILS_SPACES_CUDA_RUNTIME(cudaStreamWaitEvent(
        waiter.cuda_stream(), cudaInfo.execSpaceWaitEvent_, 0 /*flags*/));
  }
}
#endif
 
template <typename S1, typename S2>
void exec_space_wait(const S1 &waitee, const S2 &waiter) {
  Tpetra::Details::ProfilingRegion r(
      "Tpetra::Details::Spaces::exec_space_wait");
  lazy_init();
  exec_space_wait("anonymous", waitee, waiter);
}
 
template <typename ExecutionSpace>
constexpr KOKKOS_INLINE_FUNCTION bool is_gpu_exec_space() {
  return false;
}
 
#if defined(KOKKOS_ENABLE_CUDA)
template <>
constexpr KOKKOS_INLINE_FUNCTION bool is_gpu_exec_space<Kokkos::Cuda>() {
  return true;
}
#endif
 
#if defined(KOKKOS_ENABLE_HIP)
template <>
constexpr KOKKOS_INLINE_FUNCTION bool
is_gpu_exec_space<Kokkos::HIP>() {
  return true;
}
#endif
 
#if defined(KOKKOS_ENABLE_SYCL)
template <>
constexpr KOKKOS_INLINE_FUNCTION bool
is_gpu_exec_space<Kokkos::Experimental::SYCL>() {
  return true;
}
#endif
 
} // namespace Spaces
} // namespace Details
} // namespace Tpetra
 
#undef TPETRA_DETAILS_SPACES_THROW
 
#endif // TPETRA_DETAILS_EXECUTIONSPACES_HPP