Zhang Qinghua
5 years ago
parent
77dd91a646
commit
c0070d3d49
File diff suppressed because it is too large
Load Diff
@ -1,112 +1,112 @@
|
||||
/**
|
||||
* Copyright 2019 Huawei Technologies Co., Ltd
|
||||
*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef MINDSPORE_CCSRC_RUNTIME_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_
|
||||
#define MINDSPORE_CCSRC_RUNTIME_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_
|
||||
|
||||
#include <string>
|
||||
#include <memory>
|
||||
#include <vector>
|
||||
#include <set>
|
||||
#include <utility>
|
||||
#include <unordered_map>
|
||||
#include <unordered_set>
|
||||
#include "runtime/device/kernel_runtime.h"
|
||||
#include "runtime/device/kernel_runtime_manager.h"
|
||||
#include "backend/optimizer/mem_reuse/mem_swap_manager.h"
|
||||
|
||||
namespace mindspore {
|
||||
namespace device {
|
||||
namespace gpu {
|
||||
using mindspore::device::memswap::MemSwapManagerPtr;
|
||||
class GPUKernelRuntime : public KernelRuntime {
|
||||
public:
|
||||
GPUKernelRuntime() = default;
|
||||
~GPUKernelRuntime() override = default;
|
||||
bool Init() override;
|
||||
void ReleaseDeviceRes() override;
|
||||
void ClearGraphRuntimeResource(uint32_t graph_id, const std::vector<AnfNodePtr> &inputs,
|
||||
const std::unordered_set<ValueNodePtr> &value_nodes,
|
||||
const std::vector<CNodePtr> &execution_order) override;
|
||||
void AssignMemory(session::KernelGraph *graph) override;
|
||||
bool Run(session::KernelGraph *graph, Debugger *debugger = nullptr) override;
|
||||
#ifdef ENABLE_DUMP_E2E
|
||||
bool DumpData(session::KernelGraph *graph, Debugger *debugger = nullptr) override;
|
||||
#endif
|
||||
|
||||
protected:
|
||||
DeviceAddressPtr CreateDeviceAddress(void *device_ptr, size_t device_size, const string &format,
|
||||
TypeId type_id) override;
|
||||
bool SyncStream() override;
|
||||
|
||||
private:
|
||||
GPUKernelRuntime(const GPUKernelRuntime &);
|
||||
GPUKernelRuntime &operator=(const GPUKernelRuntime &);
|
||||
bool InitDevice();
|
||||
bool device_init_{false};
|
||||
|
||||
// The related functions and members for using dynamic memory pool.
|
||||
void InitKernelRefCount(const session::KernelGraph *graph);
|
||||
void InitKernelOutputAddress(const session::KernelGraph *graph);
|
||||
void InitKernelWorkspaceAddress(const session::KernelGraph *graph);
|
||||
void InitMemorySwapInfo(const session::KernelGraph *graph);
|
||||
void SaveGraphOutputNode(const session::KernelGraph *graph);
|
||||
bool IsGraphOutput(const session::KernelGraph *graph, const mindspore::AnfNodePtr &kernel) const;
|
||||
void ClearKernelOutputAddress(const session::KernelGraph *graph);
|
||||
void ClearKernelWorkspaceAddress(const session::KernelGraph *graph);
|
||||
void ClearKernelOldOutputAndWorkspace(const session::KernelGraph *graph);
|
||||
bool RunOneStep(const session::KernelGraph *graph, Debugger *debugger = nullptr);
|
||||
bool SearchMemSwapScheme(const session::KernelGraph *graph, Debugger *debugger = nullptr);
|
||||
bool RefineMemSwapScheme(const session::KernelGraph *graph, Debugger *debugger = nullptr);
|
||||
bool LaunchKernelDynamic(const session::KernelGraph *graph, Debugger *debugger = nullptr, bool mock = false,
|
||||
bool profiling = false);
|
||||
void LaunchKernelWithTimeProfiling(const AnfNodePtr &kernel, const AddressPtrList &inputs,
|
||||
const AddressPtrList &workspace, const AddressPtrList &outputs);
|
||||
bool AttemptMallocMem(const DeviceAddressPtr &device_address, size_t size, bool mock);
|
||||
bool AllocKernelDynamicRes(const mindspore::kernel::KernelMod &kernel_mod, const mindspore::AnfNodePtr &kernel,
|
||||
AddressPtrList *kernel_inputs, AddressPtrList *kernel_workspaces,
|
||||
AddressPtrList *kernel_outputs, bool mock);
|
||||
bool AllocKernelInputDynamicRes(const mindspore::AnfNodePtr &kernel, AddressPtrList *kernel_inputs, bool mock);
|
||||
bool AllocKernelOutputDynamicRes(const mindspore::kernel::KernelMod &kernel_mod, const mindspore::AnfNodePtr &kernel,
|
||||
AddressPtrList *kernel_outputs, bool mock);
|
||||
bool AllocKernelWorkspaceDynamicRes(const mindspore::kernel::KernelMod &kernel_mod,
|
||||
const mindspore::AnfNodePtr &kernel, AddressPtrList *kernel_workspaces,
|
||||
bool mock);
|
||||
void AllocCommunicationOpDynamicRes(const session::KernelGraph *graph);
|
||||
void AllocCommunicationOpInputDynamicRes(const mindspore::AnfNodePtr &kernel);
|
||||
void AllocCommunicationOpOutputDynamicRes(const mindspore::AnfNodePtr &kernel);
|
||||
void AllocCommunicationOpMemory(bool is_need_alloc_memory, bool is_need_free_memory,
|
||||
const DeviceAddressPtrList addr_list, size_t total_size,
|
||||
std::vector<size_t> size_list);
|
||||
void FreeKernelDynamicRes(const mindspore::AnfNodePtr &kernel);
|
||||
bool UpdateMemorySwapTask(const AnfNodePtr &kernel, bool mock, bool profiling);
|
||||
bool AddMemorySwapTask(const AnfNodePtr &kernel, bool mock, bool profiling);
|
||||
void UpdateHostSwapInQueue(const DeviceAddressPtr device_address, bool mock);
|
||||
void UpdateHostSwapOutQueue(bool mock);
|
||||
void ClearSwapInfo(bool mock);
|
||||
std::unordered_map<uint32_t, MemReuseUtilPtr> mem_reuse_util_map_;
|
||||
std::unordered_map<uint32_t, MemSwapManagerPtr> mem_swap_map_;
|
||||
std::unordered_map<uint32_t, bool> is_first_step_map_;
|
||||
std::unordered_map<uint32_t, std::set<AnfNodePtr>> graph_output_map_;
|
||||
|
||||
MemReuseUtilPtr mem_reuse_util_{nullptr};
|
||||
MemSwapManagerPtr mem_swap_manager_{nullptr};
|
||||
};
|
||||
MS_REG_KERNEL_RUNTIME(kGPUDevice, GPUKernelRuntime);
|
||||
} // namespace gpu
|
||||
} // namespace device
|
||||
} // namespace mindspore
|
||||
#endif // MINDSPORE_CCSRC_RUNTIME_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_
|
||||
/**
|
||||
* Copyright 2019 Huawei Technologies Co., Ltd
|
||||
*
|
||||
* Licensed under the Apache License, Version 2.0 (the "License");
|
||||
* you may not use this file except in compliance with the License.
|
||||
* You may obtain a copy of the License at
|
||||
*
|
||||
* http://www.apache.org/licenses/LICENSE-2.0
|
||||
*
|
||||
* Unless required by applicable law or agreed to in writing, software
|
||||
* distributed under the License is distributed on an "AS IS" BASIS,
|
||||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
|
||||
* See the License for the specific language governing permissions and
|
||||
* limitations under the License.
|
||||
*/
|
||||
|
||||
#ifndef MINDSPORE_CCSRC_RUNTIME_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_
|
||||
#define MINDSPORE_CCSRC_RUNTIME_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_
|
||||
|
||||
#include <string>
|
||||
#include <memory>
|
||||
#include <vector>
|
||||
#include <set>
|
||||
#include <utility>
|
||||
#include <unordered_map>
|
||||
#include <unordered_set>
|
||||
#include "runtime/device/kernel_runtime.h"
|
||||
#include "runtime/device/kernel_runtime_manager.h"
|
||||
#include "backend/optimizer/mem_reuse/mem_swap_manager.h"
|
||||
|
||||
namespace mindspore {
|
||||
namespace device {
|
||||
namespace gpu {
|
||||
using mindspore::device::memswap::MemSwapManagerPtr;
|
||||
class GPUKernelRuntime : public KernelRuntime {
|
||||
public:
|
||||
GPUKernelRuntime() = default;
|
||||
~GPUKernelRuntime() override = default;
|
||||
bool Init() override;
|
||||
void ReleaseDeviceRes() override;
|
||||
void ClearGraphRuntimeResource(uint32_t graph_id, const std::vector<AnfNodePtr> &inputs,
|
||||
const std::unordered_set<ValueNodePtr> &value_nodes,
|
||||
const std::vector<CNodePtr> &execution_order) override;
|
||||
void AssignMemory(session::KernelGraph *graph) override;
|
||||
bool Run(session::KernelGraph *graph, bool is_task_sink, Debugger *debugger = nullptr) override;
|
||||
#ifdef ENABLE_DUMP_E2E
|
||||
bool DumpData(session::KernelGraph *graph, Debugger *debugger = nullptr) override;
|
||||
#endif
|
||||
|
||||
protected:
|
||||
DeviceAddressPtr CreateDeviceAddress(void *device_ptr, size_t device_size, const string &format,
|
||||
TypeId type_id) override;
|
||||
bool SyncStream() override;
|
||||
|
||||
private:
|
||||
GPUKernelRuntime(const GPUKernelRuntime &);
|
||||
GPUKernelRuntime &operator=(const GPUKernelRuntime &);
|
||||
bool InitDevice();
|
||||
bool device_init_{false};
|
||||
|
||||
// The related functions and members for using dynamic memory pool.
|
||||
void InitKernelRefCount(const session::KernelGraph *graph);
|
||||
void InitKernelOutputAddress(const session::KernelGraph *graph);
|
||||
void InitKernelWorkspaceAddress(const session::KernelGraph *graph);
|
||||
void InitMemorySwapInfo(const session::KernelGraph *graph);
|
||||
void SaveGraphOutputNode(const session::KernelGraph *graph);
|
||||
bool IsGraphOutput(const session::KernelGraph *graph, const mindspore::AnfNodePtr &kernel) const;
|
||||
void ClearKernelOutputAddress(const session::KernelGraph *graph);
|
||||
void ClearKernelWorkspaceAddress(const session::KernelGraph *graph);
|
||||
void ClearKernelOldOutputAndWorkspace(const session::KernelGraph *graph);
|
||||
bool RunOneStep(const session::KernelGraph *graph, Debugger *debugger = nullptr);
|
||||
bool SearchMemSwapScheme(const session::KernelGraph *graph, Debugger *debugger = nullptr);
|
||||
bool RefineMemSwapScheme(const session::KernelGraph *graph, Debugger *debugger = nullptr);
|
||||
bool LaunchKernelDynamic(const session::KernelGraph *graph, Debugger *debugger = nullptr, bool mock = false,
|
||||
bool profiling = false);
|
||||
void LaunchKernelWithTimeProfiling(const AnfNodePtr &kernel, const AddressPtrList &inputs,
|
||||
const AddressPtrList &workspace, const AddressPtrList &outputs);
|
||||
bool AttemptMallocMem(const DeviceAddressPtr &device_address, size_t size, bool mock);
|
||||
bool AllocKernelDynamicRes(const mindspore::kernel::KernelMod &kernel_mod, const mindspore::AnfNodePtr &kernel,
|
||||
AddressPtrList *kernel_inputs, AddressPtrList *kernel_workspaces,
|
||||
AddressPtrList *kernel_outputs, bool mock);
|
||||
bool AllocKernelInputDynamicRes(const mindspore::AnfNodePtr &kernel, AddressPtrList *kernel_inputs, bool mock);
|
||||
bool AllocKernelOutputDynamicRes(const mindspore::kernel::KernelMod &kernel_mod, const mindspore::AnfNodePtr &kernel,
|
||||
AddressPtrList *kernel_outputs, bool mock);
|
||||
bool AllocKernelWorkspaceDynamicRes(const mindspore::kernel::KernelMod &kernel_mod,
|
||||
const mindspore::AnfNodePtr &kernel, AddressPtrList *kernel_workspaces,
|
||||
bool mock);
|
||||
void AllocCommunicationOpDynamicRes(const session::KernelGraph *graph);
|
||||
void AllocCommunicationOpInputDynamicRes(const mindspore::AnfNodePtr &kernel);
|
||||
void AllocCommunicationOpOutputDynamicRes(const mindspore::AnfNodePtr &kernel);
|
||||
void AllocCommunicationOpMemory(bool is_need_alloc_memory, bool is_need_free_memory,
|
||||
const DeviceAddressPtrList addr_list, size_t total_size,
|
||||
std::vector<size_t> size_list);
|
||||
void FreeKernelDynamicRes(const mindspore::AnfNodePtr &kernel);
|
||||
bool UpdateMemorySwapTask(const AnfNodePtr &kernel, bool mock, bool profiling);
|
||||
bool AddMemorySwapTask(const AnfNodePtr &kernel, bool mock, bool profiling);
|
||||
void UpdateHostSwapInQueue(const DeviceAddressPtr device_address, bool mock);
|
||||
void UpdateHostSwapOutQueue(bool mock);
|
||||
void ClearSwapInfo(bool mock);
|
||||
std::unordered_map<uint32_t, MemReuseUtilPtr> mem_reuse_util_map_;
|
||||
std::unordered_map<uint32_t, MemSwapManagerPtr> mem_swap_map_;
|
||||
std::unordered_map<uint32_t, bool> is_first_step_map_;
|
||||
std::unordered_map<uint32_t, std::set<AnfNodePtr>> graph_output_map_;
|
||||
|
||||
MemReuseUtilPtr mem_reuse_util_{nullptr};
|
||||
MemSwapManagerPtr mem_swap_manager_{nullptr};
|
||||
};
|
||||
MS_REG_KERNEL_RUNTIME(kGPUDevice, GPUKernelRuntime);
|
||||
} // namespace gpu
|
||||
} // namespace device
|
||||
} // namespace mindspore
|
||||
#endif // MINDSPORE_CCSRC_RUNTIME_DEVICE_GPU_GPU_KERNEL_RUNTIME_H_
|
||||
|
||||
Loading…
Reference in new issue