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benchmark.h 1.3 kB

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  1. /**
  2. * \file dnn/test/cuda/benchmark.h
  3. * MegEngine is Licensed under the Apache License, Version 2.0 (the "License")
  4. *
  5. * Copyright (c) 2014-2021 Megvii Inc. All rights reserved.
  6. *
  7. * Unless required by applicable law or agreed to in writing,
  8. * software distributed under the License is distributed on an
  9. * "AS IS" BASIS, WITHOUT ARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  10. */
  11. #pragma once
  12. #include "test/common/rng.h"
  13. #include "test/common/benchmarker.h"
  14. #include "test/cuda/timer.h"
  15. #include "megcore_cuda.h"
  16. namespace megdnn {
  17. namespace test {
  18. template <typename Opr>
  19. class Benchmarker<Opr, CUTimer> : public BenchmarkerBase<Opr, CUTimer> {
  20. public:
  21. Benchmarker(Handle* handle)
  22. : BenchmarkerBase<Opr, CUTimer>{handle,
  23. CUTimer{m_stream, m_evt0, m_evt1}} {
  24. cudaEventCreate(&m_evt0);
  25. cudaEventCreate(&m_evt1);
  26. megcoreGetCUDAStream(handle->megcore_computing_handle(), &m_stream);
  27. };
  28. ~Benchmarker() {
  29. cudaEventDestroy(m_evt0);
  30. cudaEventDestroy(m_evt1);
  31. }
  32. private:
  33. cudaStream_t m_stream;
  34. cudaEvent_t m_evt0, m_evt1;
  35. };
  36. template <typename Opr>
  37. using CUBenchmarker = Benchmarker<Opr, CUTimer>;
  38. } // namespace test
  39. } // namespace megdnn
  40. // vim: syntax=cpp.doxygen

MegEngine 安装包中集成了使用 GPU 运行代码所需的 CUDA 环境,不用区分 CPU 和 GPU 版。 如果想要运行 GPU 程序,请确保机器本身配有 GPU 硬件设备并安装好驱动。 如果你想体验在云端 GPU 算力平台进行深度学习开发的感觉,欢迎访问 MegStudio 平台