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gpu_kernel_runtime.h 4.1 kB

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  1. /**
  2. * Copyright 2019 Huawei Technologies Co., Ltd
  3. *
  4. * Licensed under the Apache License, Version 2.0 (the "License");
  5. * you may not use this file except in compliance with the License.
  6. * You may obtain a copy of the License at
  7. *
  8. * http://www.apache.org/licenses/LICENSE-2.0
  9. *
  10. * Unless required by applicable law or agreed to in writing, software
  11. * distributed under the License is distributed on an "AS IS" BASIS,
  12. * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  13. * See the License for the specific language governing permissions and
  14. * limitations under the License.
  15. */
  16. #ifndef MINDSPORE_CCSRC_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_
  17. #define MINDSPORE_CCSRC_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_
  18. #include <string>
  19. #include <memory>
  20. #include <vector>
  21. #include <utility>
  22. #include <unordered_map>
  23. #include "device/kernel_runtime.h"
  24. #include "device/kernel_runtime_manager.h"
  25. #include "pre_activate/mem_reuse/mem_swap_manager.h"
  26. namespace mindspore {
  27. namespace device {
  28. namespace gpu {
  29. using mindspore::device::memswap::MemSwapManagerPtr;
  30. class GPUKernelRuntime : public KernelRuntime {
  31. public:
  32. GPUKernelRuntime() = default;
  33. ~GPUKernelRuntime() override = default;
  34. bool Init() override;
  35. void ReleaseDeviceRes() override;
  36. void AssignMemory(session::KernelGraph *graph) override;
  37. bool Run(session::KernelGraph *graph) override;
  38. protected:
  39. DeviceAddressPtr CreateDeviceAddress(void *device_ptr, size_t device_size, const string &format,
  40. TypeId type_id) override;
  41. bool SyncStream() override;
  42. private:
  43. GPUKernelRuntime(const GPUKernelRuntime &);
  44. GPUKernelRuntime &operator=(const GPUKernelRuntime &);
  45. bool InitDevice();
  46. bool device_init_{false};
  47. // The related functions and members for using dynamic memory pool.
  48. void InitKernelRefCount(const session::KernelGraph *graph);
  49. void InitKernelOutputAddress(const session::KernelGraph *graph);
  50. void ClearKernelOutputAddress(const session::KernelGraph *graph);
  51. bool LaunchKernelDynamic(const session::KernelGraph *graph);
  52. bool AddMemSwapTask(const AnfNodePtr &kernel);
  53. bool AttemptMallocMem(const DeviceAddressPtr &device_address, size_t size);
  54. void *AttemptMallocMem(size_t size);
  55. bool AllocKernelDynamicRes(const mindspore::kernel::KernelMod &kernel_mod, const mindspore::AnfNodePtr &kernel,
  56. AddressPtrList *kernel_inputs, AddressPtrList *kernel_workspaces,
  57. AddressPtrList *kernel_outputs);
  58. bool AllocKernelInputDynamicRes(const mindspore::AnfNodePtr &kernel, AddressPtrList *kernel_inputs);
  59. bool AllocKernelOutputDynamicRes(const mindspore::kernel::KernelMod &kernel_mod, const mindspore::AnfNodePtr &kernel,
  60. AddressPtrList *kernel_outputs);
  61. bool AllocKernelWorkspaceDynamicRes(const mindspore::kernel::KernelMod &kernel_mod,
  62. const mindspore::AnfNodePtr &kernel, AddressPtrList *kernel_workspaces);
  63. void AllocCommunicationOpDynamicRes(const session::KernelGraph *graph);
  64. void AllocCommunicationOpInputDynamicRes(const mindspore::AnfNodePtr &kernel);
  65. void AllocCommunicationOpOutputDynamicRes(const mindspore::AnfNodePtr &kernel);
  66. void AllocCommunicationOpMemory(bool is_need_alloc_memory, bool is_need_free_memory,
  67. const DeviceAddressPtrList addr_list, size_t total_size,
  68. std::vector<size_t> size_list);
  69. void FreeKernelDynamicRes(const mindspore::AnfNodePtr &kernel, const AddressPtrList &kernel_workspaces,
  70. uint32_t graph_id);
  71. std::unordered_map<uint32_t, MemReuseUtilPtr> mem_reuse_util_map_;
  72. std::unordered_map<void *, MemSwapManagerPtr> mem_swap_map_;
  73. MemSwapManagerPtr mem_swap_manager_{nullptr};
  74. };
  75. MS_REG_KERNEL_RUNTIME(kGPUDevice, GPUKernelRuntime);
  76. } // namespace gpu
  77. } // namespace device
  78. } // namespace mindspore
  79. #endif // MINDSPORE_CCSRC_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_