src/memory_manager.cc - main - rnekrasov/python_backend

src/memory_manager.cc
112 строк3 KB
Kris Hung
Optimize GPU tensor support for Python backend (#293)
26 окт 2023, 01:15
26 окт 2023, 01:154c0a977
// Copyright 2022-2023, NVIDIA CORPORATION & AFFILIATES. All rights reserved.
//
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// OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.

#include "memory_manager.h"

#include "pb_utils.h"


namespace triton { namespace backend { namespace python {


#ifdef TRITON_ENABLE_GPU
BackendMemoryRecord::BackendMemoryRecord(
    std::unique_ptr<BackendMemory> backend_memory)
    : backend_memory_(std::move(backend_memory))
{
  release_callback_ = [](void* ptr) {
    // Do nothing. The backend_memory_ will be destroyed in the destructor.
  };
}

void*
BackendMemoryRecord::MemoryId()
{
  return reinterpret_cast<void*>(backend_memory_->MemoryPtr());
}

const std::function<void(void*)>&
BackendMemoryRecord::ReleaseCallback()
{
  return release_callback_;
}
#endif

MemoryManager::MemoryManager(
    std::unique_ptr<MessageQueue<intptr_t>>&& memory_message_queue)
{
  message_queue_ = std::move(memory_message_queue);
  thread_ = std::thread(&MemoryManager::QueueMonitorThread, this);
}

intptr_t
MemoryManager::AddRecord(std::unique_ptr<MemoryRecord>&& memory_record)
{
  std::lock_guard<std::mutex> lock{mu_};

  intptr_t memory_record_id =
      reinterpret_cast<intptr_t>(memory_record->MemoryId());
  records_.emplace(memory_record_id, std::move(memory_record));

  return memory_record_id;
}

void
MemoryManager::QueueMonitorThread()
{
  while (true) {
    intptr_t memory = message_queue_->Pop();
    if (memory == 0) {
      return;
    }

    {
      std::lock_guard<std::mutex> lock{mu_};
      auto it = records_.find(memory);
      if (it == records_.end()) {
        LOG_MESSAGE(
            TRITONSERVER_LOG_ERROR,
            "Unexpected memory index received for deallocation.");
        continue;
      }

      // Call the release callback.
      it->second->ReleaseCallback()(it->second->MemoryId());
      // it->second.reset();
      records_.erase(it);
    }
  }
}

MemoryManager::~MemoryManager()
{
  // Push a dummy message that will trigger the destruction of the background
  // thread.
  message_queue_->Push(DUMMY_MESSAGE);
  thread_.join();
}

}}};  // namespace triton::backend::python