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dot.cpp 1.5 kB

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  1. /**
  2. * \file dnn/src/common/dot.cpp
  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. #include "megdnn/oprs.h"
  12. #include "src/common/utils.h"
  13. namespace megdnn {
  14. void DotForward::check_exec(const TensorLayout &A,
  15. const TensorLayout &B,
  16. const TensorLayout &C,
  17. size_t workspace_in_bytes)
  18. {
  19. auto errmsg = [&]() {
  20. return megdnn_layout_msg(A)
  21. + ", " + megdnn_layout_msg(B)
  22. + ", " + megdnn_layout_msg(C);
  23. };
  24. MEGDNN_MARK_USED_VAR(errmsg);
  25. megdnn_assert(A.ndim == 1_z && A.stride[0] >= 0, "%s", errmsg().c_str());
  26. megdnn_assert(B.ndim == 1_z && B.stride[0] >= 0, "%s", errmsg().c_str());
  27. megdnn_assert(A.shape[0] == B.shape[0], "%s", errmsg().c_str());
  28. megdnn_assert(C.is_scalar(), "%s", errmsg().c_str());
  29. megdnn_assert(A.dtype == B.dtype && A.dtype == C.dtype);
  30. auto required_workspace_in_bytes = get_workspace_in_bytes(A, B, C);
  31. megdnn_assert(workspace_in_bytes >= required_workspace_in_bytes);
  32. }
  33. void DotForward::deduce_layout(const TensorLayout &A,
  34. const TensorLayout &,
  35. TensorLayout &C)
  36. {
  37. C = TensorLayout(TensorShape{1}, A.dtype);
  38. }
  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