actor runtime support CPU dump

mindspore/ccsrc/debug/data_dump/cpu_e2e_dump.cc

@@ -134,6 +134,9 @@ void CPUE2eDump::DumpSingleAnfNode(const AnfNodePtr &anf_node, const size_t outp
   }
   auto addr = AnfAlgo::GetOutputAddr(anf_node, output_index);
   MS_EXCEPTION_IF_NULL(addr);
+  if (addr->GetPtr() == nullptr) {
+    return;
+  }
   ShapeVector int_shapes;
   GetDumpIntShape(anf_node, output_index, NOT_NULL(&int_shapes));
   auto type = AnfAlgo::GetOutputInferDataType(anf_node, output_index);
@@ -164,4 +167,11 @@ void CPUE2eDump::DumpParametersAndConst(const session::KernelGraph *graph, uint3
     DumpSingleAnfNode(value_node, VALUE_NODE_OUTPUT_INDEX, dump_path, &const_map);
   }
 }
+
+void CPUE2eDump::DumpParametersAndConst() {
+  auto &graphs = DumpJsonParser::GetInstance().graphs();
+  for (auto graph : graphs) {
+    DumpParametersAndConst(graph, graph->graph_id());
+  }
+}
 }  // namespace mindspore

mindspore/ccsrc/debug/data_dump/cpu_e2e_dump.h

@@ -31,6 +31,8 @@ class CPUE2eDump {
   // Dump data when task error.
   static void DumpParametersAndConst(const session::KernelGraph *graph, uint32_t graph_id);
 
+  static void DumpParametersAndConst();
+
   static void DumpCNodeData(const CNodePtr &node, uint32_t graph_id);
 
  private:

mindspore/ccsrc/debug/data_dump/dump_json_parser.h

@@ -21,6 +21,7 @@
 #include <map>
 #include <set>
 #include <mutex>
+#include <vector>
 #include "nlohmann/json.hpp"
 #include "utils/ms_utils.h"
 #include "backend/session/kernel_graph.h"
@@ -62,6 +63,10 @@ class DumpJsonParser {
   std::string GetOpOverflowBinPath(uint32_t graph_id, uint32_t device_id) const;
   void UpdateNeedDumpKernels(NotNull<const session::KernelGraph *> kernel_graph);
 
+  void ClearGraph() { graphs_.clear(); }
+  void SaveGraph(session::KernelGraph *graph) { graphs_.emplace_back(graph); }
+  std::vector<session::KernelGraph *> &graphs() { return graphs_; }
+
  private:
   DumpJsonParser() = default;
   ~DumpJsonParser() = default;
@@ -82,6 +87,9 @@ class DumpJsonParser {
   uint32_t cur_dump_iter_{0};
   bool already_parsed_{false};
 
+  // Save graphs for dump.
+  std::vector<session::KernelGraph *> graphs_;
+
   void ParseCommonDumpSetting(const nlohmann::json &content);
   void ParseE2eDumpSetting(const nlohmann::json &content);
   bool IsDumpEnabled();

mindspore/ccsrc/runtime/framework/actor/debug_actor.cc

@@ -21,6 +21,7 @@
 #include "runtime/framework/actor/debug_aware_actor.h"
 #include "mindrt/include/async/async.h"
 #include "utils/log_adapter.h"
+#include "debug/data_dump/cpu_e2e_dump.h"
 #ifdef ENABLE_DEBUGGER
 #include "debug/debugger/debugger.h"
 #include "debug/debugger/debugger_utils.h"
@@ -35,10 +36,22 @@ void DebugActor::Debug(const AnfNodePtr &node, const KernelLaunchInfo *launch_in
   MS_EXCEPTION_IF_NULL(device_context);
   MS_EXCEPTION_IF_NULL(op_context);
   MS_EXCEPTION_IF_NULL(from_aid);
-  // todo debug.
+
+  if (!node->isa<CNode>()) {
+    // Call back to the from actor to process after debug finished.
+    Async(*from_aid, &DebugAwareActor::OnDebugFinish, op_context);
+    return;
+  }
+
+  const auto &cnode = node->cast<CNodePtr>();
+  if (device_context->GetDeviceAddressType() == device::DeviceAddressType::kCPU) {
+    if (DumpJsonParser::GetInstance().GetIterDumpFlag()) {
+      auto kernel_graph = std::dynamic_pointer_cast<session::KernelGraph>(cnode->func_graph());
+      MS_EXCEPTION_IF_NULL(kernel_graph);
+      CPUE2eDump::DumpCNodeData(cnode, kernel_graph->graph_id());
+    }
+  } else if (device_context->GetDeviceAddressType() == device::DeviceAddressType::kGPU) {
 #ifdef ENABLE_DEBUGGER
-  if (node->isa<CNode>()) {
-    const auto &cnode = node->cast<CNodePtr>();
     auto debugger = Debugger::GetInstance();
     if (debugger) {
       std::string kernel_name = cnode->fullname_with_scope();
@@ -49,8 +62,9 @@ void DebugActor::Debug(const AnfNodePtr &node, const KernelLaunchInfo *launch_in
       }
     }
     exec_order_ += 1;
-  }
 #endif
+  }
+
   // Call back to the from actor to process after debug finished.
   Async(*from_aid, &DebugAwareActor::OnDebugFinish, op_context);
 }
@@ -58,7 +72,11 @@ void DebugActor::Debug(const AnfNodePtr &node, const KernelLaunchInfo *launch_in
 void DebugActor::DebugOnStepEnd(OpContext<DeviceTensor> *op_context, const AID *from_aid) {
   MS_EXCEPTION_IF_NULL(op_context);
   MS_EXCEPTION_IF_NULL(from_aid);
-  // todo debug.
+
+  if (DumpJsonParser::GetInstance().GetIterDumpFlag()) {
+    CPUE2eDump::DumpParametersAndConst();
+  }
+
 #ifdef ENABLE_DEBUGGER
   auto debugger = Debugger::GetInstance();
   if (debugger) {
@@ -67,7 +85,10 @@ void DebugActor::DebugOnStepEnd(OpContext<DeviceTensor> *op_context, const AID *
     exec_order_ = 0;
     debugger->Debugger::PostExecuteGraphDebugger();
   }
+#else
+  DumpJsonParser::GetInstance().UpdateDumpIter();
 #endif
+
   // Call back to the from actor to process after debug finished.
   Async(*from_aid, &DebugAwareActor::OnDebugFinish, op_context);
 }

mindspore/ccsrc/runtime/framework/graph_compiler.cc

@@ -299,12 +299,9 @@ GraphId GraphCompiler::CompileGraph(const AnfNodePtrList &nodes, const AnfNodePt
 GraphId GraphCompiler::CompileGraphImpl(const KernelGraphPtr &graph, const DeviceContext *device_context) const {
   MS_EXCEPTION_IF_NULL(graph);
   MS_EXCEPTION_IF_NULL(device_context);
-
-  auto &json_parser = DumpJsonParser::GetInstance();
-  json_parser.Parse();
-
   const auto &ms_context = MsContext::GetInstance();
   MS_EXCEPTION_IF_NULL(ms_context);
+
   bool save_graphs = ms_context->get_param<bool>(MS_CTX_SAVE_GRAPHS_FLAG);
   // Dump .pb graph before graph optimization.
   if (save_graphs) {

mindspore/ccsrc/runtime/framework/graph_scheduler.cc

@@ -28,12 +28,14 @@
 #include "utils/convert_utils.h"
 #include "utils/ms_context.h"
 #include "common/trans.h"
+#include "debug/data_dump/dump_json_parser.h"
 #ifdef ENABLE_DUMP_IR
 #include "debug/rdr/recorder_manager.h"
 #endif
 #ifdef ENABLE_DEBUGGER
 #include "debug/debugger/debugger.h"
 #endif
+
 namespace mindspore {
 namespace runtime {
 namespace {
@@ -480,10 +482,14 @@ void GraphScheduler::Initialize() {
     (void)actorMgr->Spawn(base_recorder_actor, true);
   }
 #endif
-// Create and schedule debug actor.
+  // Create and schedule debug actor.
+  bool debugger_actor_need = DumpJsonParser::GetInstance().e2e_dump_enabled();
 #ifdef ENABLE_DEBUGGER
-  auto debugger = mindspore::Debugger::GetInstance();
+  if (Debugger::GetInstance()->DebuggerBackendEnabled()) {
-  if (debugger->DebuggerBackendEnabled()) {
+    debugger_actor_need = true;
+  }
+#endif
+  if (debugger_actor_need) {
     auto debug_actor = std::make_shared<DebugActor>();
     MS_EXCEPTION_IF_NULL(debug_actor);
     debug_aid_ = &(debug_actor->GetAID());
@@ -491,7 +497,6 @@ void GraphScheduler::Initialize() {
     base_debug_actor->set_thread_pool(thread_pool_);
     (void)actorMgr->Spawn(base_debug_actor, true);
   }
-#endif
 }
 
 ActorSet *GraphScheduler::Transform(const GraphCompilerInfo &graph_compiler_info) {
@@ -1343,7 +1348,8 @@ void GraphScheduler::LinkDataArrow(KernelActor *to_actor, const GraphCompilerInf
     const auto &from_actor = dynamic_cast<KernelActor *>(FetchActor(from_kernel->fullname_with_scope()));
     LinkDataArrowForKernelActor(from_actor, to_actor, from_kernel_with_output_idx, to_kernel_with_input_idx);
   } else if (IsInternalParameter(from_kernel, graph)) {
-    // Link data arrow for internal parameter, convert internal parameter to actor by internal parameter cache to link.
+    // Link data arrow for internal parameter, convert internal parameter to actor by internal parameter cache to
+    // link.
     LinkDataArrowForInternalParameter(from_kernel, graph_compiler_info.origin_parameters_order_, graph, to_actor,
                                       to_kernel_with_input_idx);
   } else if (IsPersistentDeviceTensor(from_kernel)) {
@@ -1602,8 +1608,8 @@ void GraphScheduler::LinkControlArrowByAutoMonad(KernelActor *to_actor, const An
   if (AnfAlgo::CheckPrimitiveType(input_cnode, prim::kPrimDepend) ||
       AnfAlgo::CheckPrimitiveType(input_cnode, prim::kPrimLoad)) {
     real_depend_inputs.push_back(input_cnode->input(kDependAttachNodeIndex));
-    // The real input may be this scene:  depend/load --> load/depend, so need add the control arrow for real input node
+    // The real input may be this scene:  depend/load --> load/depend, so need add the control arrow for real input
-    // in this scene.
+    // node in this scene.
     if (AnfAlgo::IsOneOfPrimitiveCNode(input_cnode->input(kRealInputIndexInDepend), recursion_prims)) {
       real_depend_inputs.push_back(input_cnode->input(kRealInputIndexInDepend));
     }
@@ -1707,8 +1713,8 @@ void GraphScheduler::LinkControlArrowBySendRecvNodes(const KernelGraphPtr &graph
       output_actor->input_controls_num_++;
     }
 
-    // In the scene of allreduce op and computing op parallel multi stream, the input memory of allreduce can be reused
+    // In the scene of allreduce op and computing op parallel multi stream, the input memory of allreduce can be
-    // only when the recv node runs finished, which is expressed by the reference count increased.
+    // reused only when the recv node runs finished, which is expressed by the reference count increased.
     for (size_t i = 0; i < AnfAlgo::GetInputTensorNum(from_allreduce_node); ++i) {
       auto device_tensor = AnfAlgo::GetPrevNodeMutableOutputAddr(from_allreduce_node, i, false);
       MS_EXCEPTION_IF_NULL(device_tensor);

mindspore/ccsrc/runtime/hardware/cpu/cpu_device_context.cc

@@ -29,6 +29,7 @@
 #include "backend/optimizer/pass/replace_node_by_proxy.h"
 #include "backend/optimizer/pass/erase_visit_attr.h"
 #include "profiler/device/cpu/cpu_profiling.h"
+#include "debug/data_dump/dump_json_parser.h"
 
 namespace mindspore {
 namespace device {
@@ -37,8 +38,17 @@ bool CPUDeviceContext::Initialize() {
   if (initialized_) {
     return true;
   }
+
   mem_manager_ = std::make_shared<CPUMemoryManager>();
   MS_EXCEPTION_IF_NULL(mem_manager_);
+
+  // Dump json config file if dump is enabled.
+  auto rank_id = GetRankID();
+  auto &json_parser = DumpJsonParser::GetInstance();
+  json_parser.Parse();
+  json_parser.CopyJsonToDir(rank_id);
+  json_parser.CopyMSCfgJsonToDir(rank_id);
+
   initialized_ = true;
   return true;
 }

mindspore/ccsrc/runtime/hardware/cpu/cpu_memory_pool.cc

@@ -26,6 +26,9 @@ const size_t kKBToByte = 1024;
 const size_t kLineMaxSize = 1024;
 
 size_t GetSystemMemorySize(const std::string &key) {
+#if defined(_WIN32) || defined(_WIN64)
+  return SIZE_MAX;
+#else
   FILE *file = fopen("/proc/meminfo", "r");
   if (file == nullptr) {
     MS_LOG(EXCEPTION) << "Get system meminfo failed.";
@@ -53,6 +56,7 @@ size_t GetSystemMemorySize(const std::string &key) {
 
   fclose(file);
   return mem_size * kKBToByte;
+#endif
 }
 }  // namespace
 

mindspore/ccsrc/runtime/hardware/gpu/gpu_device_context.cc

@@ -92,9 +92,10 @@ bool GPUDeviceContext::Initialize() {
     (*init_nccl_comm_funcptr)();
   }
 
+  // Dump json config file if dump is enabled.
   auto rank_id = GetRankID();
   auto &json_parser = DumpJsonParser::GetInstance();
-  // Dump json config file if dump is enabled
+  json_parser.Parse();
   json_parser.CopyJsonToDir(rank_id);
   json_parser.CopyMSCfgJsonToDir(rank_id);
 

mindspore/ccsrc/vm/backend.cc

@@ -39,6 +39,8 @@
 #ifdef ENABLE_DEBUGGER
 #include "debug/debugger/debugger.h"
 #endif
+#include "debug/data_dump/dump_json_parser.h"
+
 namespace mindspore {
 namespace compile {
 bool Backend::GetCond(const BaseRef &c, bool *const value) { return BaseRefToBool(c, value); }
@@ -602,6 +604,23 @@ bool IsGraphOutputValueNodeOrParameter(const AnfNodePtr &graph_output, const Vec
   }
   return false;
 }
+
+void PrepareForDebuggr(const GraphCompilerInfo &graph_compiler_info) {
+#ifdef ENABLE_DEBUGGER
+  if (Debugger::GetInstance()->DebuggerBackendEnabled()) {
+    Debugger::GetInstance()->PreExecuteGraphDebugger(graph_compiler_info.graphs_);
+  }
+#endif
+
+  if (DumpJsonParser::GetInstance().e2e_dump_enabled()) {
+    DumpJsonParser::GetInstance().ClearGraph();
+    for (size_t i = 0; i < graph_compiler_info.graphs_.size(); ++i) {
+      if (graph_compiler_info.device_contexts_[i]->GetDeviceAddressType() == device::DeviceAddressType::kCPU) {
+        DumpJsonParser::GetInstance().SaveGraph(graph_compiler_info.graphs_[i].get());
+      }
+    }
+  }
+}
 }  // namespace
 
 void MindRTBackend::RunGraphBySingleOp(const std::vector<KernelGraphPtr> &graphs,
@@ -719,12 +738,8 @@ void MindRTBackend::RunGraph(const ActorInfo &actor_info, const VectorRef &args,
   const auto &actor_set = runtime::GraphScheduler::GetInstance().Fetch(actor_info);
   MS_EXCEPTION_IF_NULL(actor_set);
   runtime::GraphScheduler::GetInstance().PrepareRun(actor_set, graph_compiler_info, input_tensors);
-// Debugger pre-execute graph.
+  // Debugger pre-execute graph.
-#ifdef ENABLE_DEBUGGER
+  PrepareForDebuggr(graph_compiler_info);
-  if (Debugger::GetInstance()->DebuggerBackendEnabled()) {
-    Debugger::GetInstance()->PreExecuteGraphDebugger(graph_compiler_info.graphs_);
-  }
-#endif
   if (!runtime::GraphScheduler::GetInstance().Run(actor_set)) {
     MS_LOG(EXCEPTION) << "The actor runs failed, actor name: " << actor_set->name_;
   }

tests/st/dump/test_data_dump.py

@@ -116,7 +116,6 @@ def test_cpu_e2e_dump():
     context.set_context(mode=context.GRAPH_MODE, device_target="CPU")
     run_e2e_dump()
 
-
 class ReluReduceMeanDenseRelu(Cell):
     def __init__(self, kernel, bias, in_channel, num_class):
         super().__init__()