insert trans_data to reduce time in print process

mindspore/ccsrc/runtime/device/ascend/ascend_device_address.h

@@ -20,9 +20,11 @@
 #include <string>
 #include <vector>
 #include <memory>
+#include <nlohmann/json.hpp>
 #include "runtime/device/device_address.h"
 #include "runtime/device/ascend/ascend_memory_pool.h"
 #include "ir/dtype.h"
+#include "backend/kernel_compiler/kernel.h"
 
 namespace mindspore {
 #ifdef ENABLE_DEBUGGER
@@ -53,7 +55,16 @@ class AscendDeviceAddress : public DeviceAddress {
   bool SyncDeviceToHostAndConvertFormat(const std::vector<int> &shape, size_t size, TypeId type, void *host_ptr) const;
   bool ConvertFormatAndSyncHostToDevice(const std::vector<int> &shape, size_t size, TypeId type,
                                         const void *host_ptr) const;
+  bool SyncDeviceToHostAndConvertFormatBasedOnTransData(const std::vector<size_t> &host_shape,
+                                                        const std::vector<size_t> &device_shape, size_t size,
+                                                        mindspore::TypeId type, void *host_ptr) const;
   void SyncStream() const;
+
+  void LaunchTransData(kernel::KernelModPtr kernel_mod_ptr, void *output_address_ptr, size_t output_size,
+                       const std::vector<size_t> &workspace_size_list) const;
+  std::vector<size_t> GetDeviceShape(std::vector<size_t> *host_shape) const;
+  std::vector<size_t> GetWorkspaceSizeList(const nlohmann::json &kernel_json) const;
+  kernel::KernelModPtr CompileTransDataAndObtainKernelMod(const nlohmann::json &kernel_json) const;
 };
 using AscendDeviceAddressPtr = std::shared_ptr<AscendDeviceAddress>;
 }  // namespace ascend

mindspore/ccsrc/runtime/device/kernel_runtime.cc

@@ -757,6 +757,18 @@ void KernelRuntime::ClearGraphRuntimeResource(uint32_t graph_id) {
   MS_LOG(INFO) << "Clear graph:" << graph_id << " runtime resource";
 }
 
+bool KernelRuntime::LaunchTaskBasedOnSingleKernel(kernel::KernelModPtr kernel_mod_ptr, AddressPtrList kernel_inputs,
+                                                  AddressPtrList kernel_outputs,
+                                                  AddressPtrList kernel_workspaces) const {
+  MS_EXCEPTION_IF_NULL(kernel_mod_ptr);
+  auto ret = kernel_mod_ptr->Launch(kernel_inputs, kernel_workspaces, kernel_outputs, stream_);
+  if (!ret) {
+    MS_LOG(ERROR) << "Launch kernel failed.";
+    return false;
+  }
+  return true;
+}
+
 #ifdef ENABLE_DUMP_E2E
 bool KernelRuntime::SetDumpConf() {
   dump_conf_ptr_ = std::make_shared<Dump>();

mindspore/ccsrc/runtime/device/kernel_runtime.h

@@ -61,6 +61,8 @@ class KernelRuntime {
   virtual bool RunTask(const session::KernelGraph *graph);
   virtual bool GenTask(const session::KernelGraph *graph);
   bool LaunchKernel(const session::KernelGraph *graph);
+  bool LaunchTaskBasedOnSingleKernel(kernel::KernelModPtr kernel_mod_ptr, AddressPtrList kernel_inputs,
+                                     AddressPtrList kernel_outputs, AddressPtrList kernel_workspaces) const;
   virtual void AssignStaticMemoryInput(const session::KernelGraph *graph);
   virtual void AssignStaticMemoryValueNode(session::KernelGraph *graph);
   virtual void ClearGraphRuntimeResource(uint32_t graph_id);