Browse Source

!1248 modify error log

From: @wangxiaotian22
Reviewed-by: 
Signed-off-by:
tags/v1.2.0
mindspore-ci-bot Gitee 3 years ago
parent
commit
b7a534a90a
14 changed files with 422 additions and 279 deletions
  1. +22
    -15
      ge/generator/ge_generator.cc
  2. +52
    -42
      ge/graph/build/logical_stream_allocator.cc
  3. +230
    -108
      ge/graph/build/memory/graph_mem_assigner.cc
  4. +42
    -41
      ge/graph/manager/graph_caching_allocator.cc
  5. +4
    -3
      inc/framework/common/debug/ge_log.h
  6. +4
    -4
      inc/framework/common/debug/log.h
  7. +6
    -6
      inc/framework/common/util.h
  8. +1
    -1
      metadef
  9. +1
    -1
      parser
  10. +3
    -2
      tests/ut/common/graph/CMakeLists.txt
  11. +3
    -2
      tests/ut/ge/CMakeLists.txt
  12. +17
    -17
      tests/ut/ge/common/format_transfer_fractal_nz_unittest.cc
  13. +8
    -8
      tests/ut/ge/common/format_transfer_nhwc_fractalz_unittest.cc
  14. +29
    -29
      tests/ut/ge/common/format_transfer_unittest.cc

+ 22
- 15
ge/generator/ge_generator.cc View File

@@ -87,8 +87,9 @@ static Status CheckEngineTypeSupport(const NodePtr &node, OpEngineType engine_ty
} else { } else {
ErrorManager::GetInstance().ATCReportErrMessage("E14001", {"opname", "optype", "value", "reason"}, ErrorManager::GetInstance().ATCReportErrMessage("E14001", {"opname", "optype", "value", "reason"},
{op_desc->GetName(), op_desc->GetType(), "engine type", {op_desc->GetName(), op_desc->GetType(), "engine type",
"it only support kEngineNameDefault/kAIcoreEngine/kVectorEngine"});
GELOGE(FAILED, "CheckEngineType: engine type: %d not support.", static_cast<int>(engine_type));
"it only support default/AIcoreEngine/VectorEngine"});
GELOGE(FAILED, "[Check][EngineType]value:%d not support, "
"only support default/AIcoreEngine/VectorEngine now", static_cast<int>(engine_type));
return FAILED; return FAILED;
} }


@@ -192,17 +193,20 @@ static Status AddInputs(const ComputeGraphPtr &graph, const NodePtr &node, const


(void)AttrUtils::SetBool(data_op, "_is_single_op", true); (void)AttrUtils::SetBool(data_op, "_is_single_op", true);


GE_CHK_BOOL_EXEC(data_op->AddInputDesc(tensor) == GRAPH_SUCCESS, return FAILED, "Add input desc fail");
GE_CHK_BOOL_EXEC(data_op->AddOutputDesc(tensor) == GRAPH_SUCCESS, return FAILED, "Add output desc fail");
GE_CHK_BOOL_EXEC(data_op->AddInputDesc(tensor) == GRAPH_SUCCESS, return FAILED,
"[Add][InputDesc]fail for node:%s", data_op->GetName().c_str());
GE_CHK_BOOL_EXEC(data_op->AddOutputDesc(tensor) == GRAPH_SUCCESS, return FAILED,
"[Add][OutputDesc]fail for node:%s", data_op->GetName().c_str());
if (attr) { if (attr) {
GE_CHK_BOOL_EXEC(AttrUtils::SetInt(data_op, ATTR_NAME_INDEX, index), return FAILED, "Set index fail");
GE_CHK_BOOL_EXEC(AttrUtils::SetInt(data_op, ATTR_NAME_INDEX, index), return FAILED,
"[Set][Attr:%s]fail for node:%s", ATTR_NAME_INDEX.c_str(), data_op->GetName().c_str());
} }


ge::NodePtr arg_node = graph->AddNode(data_op); ge::NodePtr arg_node = graph->AddNode(data_op);
GE_CHK_BOOL_EXEC(arg_node != nullptr, return FAILED, "Insert Data node fail"); GE_CHK_BOOL_EXEC(arg_node != nullptr, return FAILED, "Insert Data node fail");


GE_CHK_STATUS(GraphUtils::AddEdge(arg_node->GetOutDataAnchor(0), node->GetInDataAnchor(index)), GE_CHK_STATUS(GraphUtils::AddEdge(arg_node->GetOutDataAnchor(0), node->GetInDataAnchor(index)),
"Add edge[%s->%s] fail", data_op->GetName().c_str(), node->GetName().c_str());
"[Add][Edge]fail from node:%s to node:%s", data_op->GetName().c_str(), node->GetName().c_str());


return SUCCESS; return SUCCESS;
} }
@@ -217,20 +221,23 @@ static Status AddOutputs(const ComputeGraphPtr &graph, const NodePtr &node, cons
for (const auto &out_desc : outputs) { for (const auto &out_desc : outputs) {
GeTensorDesc tensor = out_desc.GetTensorDesc(); GeTensorDesc tensor = out_desc.GetTensorDesc();
TensorUtils::SetInputTensor(tensor, true); TensorUtils::SetInputTensor(tensor, true);
GE_CHK_BOOL_EXEC(op_desc->AddInputDesc(tensor) == GRAPH_SUCCESS, return FAILED, "Add input desc fail.");
GE_CHK_BOOL_EXEC(op_desc->AddInputDesc(tensor) == GRAPH_SUCCESS, return FAILED,
"[Add][InputDesc]fail for node:%s", op_desc->GetName().c_str());


TensorUtils::SetInputTensor(tensor, false); TensorUtils::SetInputTensor(tensor, false);
TensorUtils::SetOutputTensor(tensor, true); TensorUtils::SetOutputTensor(tensor, true);
GE_CHK_BOOL_EXEC(op_desc->AddOutputDesc(tensor) == GRAPH_SUCCESS, return FAILED, "Add output desc fail.");
GE_CHK_BOOL_EXEC(op_desc->AddOutputDesc(tensor) == GRAPH_SUCCESS, return FAILED,
"[Add][OutputDesc]fail for node:%s", op_desc->GetName().c_str());
count++; count++;
} }
GE_CHECK_NOTNULL_EXEC(graph, return PARAM_INVALID); GE_CHECK_NOTNULL_EXEC(graph, return PARAM_INVALID);
ge::NodePtr out_node = graph->AddNode(op_desc); ge::NodePtr out_node = graph->AddNode(op_desc);
GE_CHK_BOOL_EXEC(out_node != nullptr, return FAILED, "Insert Output node fail");
GE_CHK_BOOL_EXEC(out_node != nullptr, return FAILED,
"[Add][Node:%s]fail in graph:%u", op_desc->GetName().c_str(), graph->GetGraphID());
GE_CHECK_NOTNULL_EXEC(node, return PARAM_INVALID); GE_CHECK_NOTNULL_EXEC(node, return PARAM_INVALID);
for (int32_t i = 0; i < count; ++i) { for (int32_t i = 0; i < count; ++i) {
GE_CHK_STATUS(GraphUtils::AddEdge(node->GetOutDataAnchor(i), out_node->GetInDataAnchor(i)), GE_CHK_STATUS(GraphUtils::AddEdge(node->GetOutDataAnchor(i), out_node->GetInDataAnchor(i)),
"Add edge[%s->%s] fail", node->GetName().c_str(), out_node->GetName().c_str());
"[Add][Edge]fail from node:%s to node:%s", node->GetName().c_str(), out_node->GetName().c_str());
} }


return SUCCESS; return SUCCESS;
@@ -250,7 +257,7 @@ static void GetOpsProtoPath(string &opsproto_path) {
return; return;
} }
string path_base = PluginManager::GetPath(); string path_base = PluginManager::GetPath();
GELOGI("path_base is %s.", path_base.c_str());
GELOGI("path_base is %s", path_base.c_str());
path_base = path_base.substr(0, path_base.rfind('/')); path_base = path_base.substr(0, path_base.rfind('/'));
path_base = path_base.substr(0, path_base.rfind('/') + 1); path_base = path_base.substr(0, path_base.rfind('/') + 1);
opsproto_path = (path_base + "ops/op_proto/custom/" + ":") + (path_base + "ops/op_proto/built-in/"); opsproto_path = (path_base + "ops/op_proto/custom/" + ":") + (path_base + "ops/op_proto/built-in/");
@@ -335,7 +342,7 @@ Status GeGenerator::Initialize(const map<string, string> &options, OmgContext &o
ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOpsProtoInit); ErrorManager::GetInstance().SetStage(ErrorMessage::kInitialize, ErrorMessage::kOpsProtoInit);
string opsproto_path; string opsproto_path;
GetOpsProtoPath(opsproto_path); GetOpsProtoPath(opsproto_path);
GELOGI("Get opsproto path is %s.", opsproto_path.c_str());
GELOGI("Get opsproto path is %s", opsproto_path.c_str());
OpsProtoManager *manager = OpsProtoManager::Instance(); OpsProtoManager *manager = OpsProtoManager::Instance();
map<string, string> option_tmp; map<string, string> option_tmp;
option_tmp.emplace(std::pair<string, string>(string("ge.opsProtoLibPath"), opsproto_path)); option_tmp.emplace(std::pair<string, string>(string("ge.opsProtoLibPath"), opsproto_path));
@@ -714,7 +721,7 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in
auto node = comp_graph->FindNode(op_desc->GetName()); auto node = comp_graph->FindNode(op_desc->GetName());
Status ret = CheckEngineTypeSupport(node, engine_type); Status ret = CheckEngineTypeSupport(node, engine_type);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "check engine type failed");
GELOGE(ret, "[Check][EngineType]value:%d for node:%s not support", engine_type, node->GetName().c_str());
return ret; return ret;
} }
} }
@@ -788,9 +795,9 @@ Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor
const vector<GeTensor> &outputs, OpEngineType engine_type, const vector<GeTensor> &outputs, OpEngineType engine_type,
ModelBufferData &model_buff) { ModelBufferData &model_buff) {
ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther); ErrorManager::GetInstance().SetStage(ErrorMessage::kModelCompile, ErrorMessage::kOther);
GELOGI("Start to build single op online, input size: %zu, output size: %zu.", inputs.size(), outputs.size());
GELOGI("Start to build single op online, input size: %zu, output size: %zu", inputs.size(), outputs.size());
Status status = BuildSingleOp(op_desc, inputs, outputs, kFileNameSuffix, engine_type, model_buff, false); Status status = BuildSingleOp(op_desc, inputs, outputs, kFileNameSuffix, engine_type, model_buff, false);
GELOGI("Finish build single online model, status: %u.", status);
GELOGI("Finish build single online model, status: %u", status);
return status; return status;
} }




+ 52
- 42
ge/graph/build/logical_stream_allocator.cc View File

@@ -33,13 +33,21 @@ using std::queue;
namespace ge { namespace ge {
LogicalStreamPass::LogicalStreamPass(const string &name) : name_(name) {} LogicalStreamPass::LogicalStreamPass(const string &name) : name_(name) {}


const string &LogicalStreamPass::GetName() const { return name_; }
const string &LogicalStreamPass::GetName() const {
return name_;
}


bool LogicalStreamPass::IsEngineSkip(const Subgraph &subgraph) const { return subgraph.engine_conf.skip_assign_stream; }
bool LogicalStreamPass::IsEngineSkip(const Subgraph &subgraph) const {
return subgraph.engine_conf.skip_assign_stream;
}


bool LogicalStreamPass::IsEngineAttach(const Subgraph &subgraph) const { return subgraph.engine_conf.attach; }
bool LogicalStreamPass::IsEngineAttach(const Subgraph &subgraph) const {
return subgraph.engine_conf.attach;
}


bool LogicalStreamPass::IsEngineIndependent(const Subgraph &subgraph) const { return subgraph.engine_conf.independent; }
bool LogicalStreamPass::IsEngineIndependent(const Subgraph &subgraph) const {
return subgraph.engine_conf.independent;
}


bool LogicalStreamPass::HasStreamLabel(const Subgraph &subgraph) const { bool LogicalStreamPass::HasStreamLabel(const Subgraph &subgraph) const {
return !subgraph.subgraph_info.GetStreamLabel().empty(); return !subgraph.subgraph_info.GetStreamLabel().empty();
@@ -60,14 +68,14 @@ Status AssignByLabelPass::Run(ComputeGraphPtr graph, const vector<SubgraphPtr> &
// Subgraphs of the same stream_label are assigned to the same stream, // Subgraphs of the same stream_label are assigned to the same stream,
// and different stream_labels are assigned new streams. // and different stream_labels are assigned new streams.
auto iter = label_streams.find(stream_label); auto iter = label_streams.find(stream_label);
if (iter != label_streams.end()) {
subgraph->stream_id = iter->second;
} else {
if (iter == label_streams.end()) {
subgraph->stream_id = next_stream; subgraph->stream_id = next_stream;
GELOGI("Assign new stream %ld for label %s", next_stream, stream_label.c_str());
GELOGI("Assign new stream %ld for label %s.", next_stream, stream_label.c_str());


label_streams.emplace(stream_label, next_stream); label_streams.emplace(stream_label, next_stream);
++next_stream;
next_stream++;
} else {
subgraph->stream_id = iter->second;
} }
changed = true; changed = true;
} }
@@ -92,15 +100,15 @@ Status IndependentStreamPass::Run(ComputeGraphPtr graph, const vector<SubgraphPt
const string &stream_label = subgraph->subgraph_info.GetStreamLabel(); const string &stream_label = subgraph->subgraph_info.GetStreamLabel();
auto &label_streams = engine_streams[engine]; auto &label_streams = engine_streams[engine];
auto iter = label_streams.find(stream_label); auto iter = label_streams.find(stream_label);
if (iter != label_streams.end()) {
subgraph->stream_id = iter->second;
} else {
if (iter == label_streams.end()) {
subgraph->stream_id = next_stream; subgraph->stream_id = next_stream;
GELOGI("Assign new independent stream %ld for engine %s (label: %s)", next_stream, engine.c_str(),
GELOGI("Assign new independent stream %ld for engine %s (label: %s).", next_stream, engine.c_str(),
stream_label.c_str()); stream_label.c_str());


label_streams.emplace(stream_label, next_stream); label_streams.emplace(stream_label, next_stream);
++next_stream;
next_stream++;
} else {
subgraph->stream_id = iter->second;
} }
changed = true; changed = true;
} }
@@ -121,13 +129,15 @@ Status AssignByDependencyPass::Run(ComputeGraphPtr graph, const vector<SubgraphP
} }


SubgraphPtr reusable_subgraph = GetReusableSubgraph(subgraph, end_subgraph_map, pld_subgraph_map); SubgraphPtr reusable_subgraph = GetReusableSubgraph(subgraph, end_subgraph_map, pld_subgraph_map);
if (reusable_subgraph != nullptr) {
if (reusable_subgraph == nullptr) {
(void)AssignNewStream(subgraph);
} else {
if (HasAssignedStream(*reusable_subgraph)) { if (HasAssignedStream(*reusable_subgraph)) {
subgraph->stream_id = reusable_subgraph->stream_id; subgraph->stream_id = reusable_subgraph->stream_id;
} else { } else {
int64_t stream_id = AssignNewStream(reusable_subgraph); int64_t stream_id = AssignNewStream(reusable_subgraph);
subgraph->stream_id = stream_id; subgraph->stream_id = stream_id;
GELOGI("Reusable subgraph %s has not been assigned a stream, now assign new stream %ld",
GELOGI("Reusable subgraph %s has not been assigned a stream, now assign new stream %ld.",
reusable_subgraph->name.c_str(), stream_id); reusable_subgraph->name.c_str(), stream_id);
} }


@@ -137,11 +147,9 @@ Status AssignByDependencyPass::Run(ComputeGraphPtr graph, const vector<SubgraphP


subgraph->reused_subgraph = reusable_subgraph; subgraph->reused_subgraph = reusable_subgraph;
reused_subgraphs_.emplace_back(subgraph, reusable_subgraph); reused_subgraphs_.emplace_back(subgraph, reusable_subgraph);
GELOGI("Subgraph %s of engine %s reuses stream of subgraph %s of engine %s", subgraph->name.c_str(),
GELOGI("Subgraph %s of engine %s reuses stream of subgraph %s of engine %s.", subgraph->name.c_str(),
subgraph->engine_conf.id.c_str(), reusable_subgraph->name.c_str(), subgraph->engine_conf.id.c_str(), reusable_subgraph->name.c_str(),
reusable_subgraph->engine_conf.id.c_str()); reusable_subgraph->engine_conf.id.c_str());
} else {
(void)AssignNewStream(subgraph);
} }
changed = true; changed = true;
} }
@@ -191,13 +199,15 @@ bool AssignByDependencyPass::CouldReuse(const SubgraphPtr &subgraph, const Subgr
auto iter = pld_subgraph_map.find(end_pld_pair.second); auto iter = pld_subgraph_map.find(end_pld_pair.second);
if (iter != pld_subgraph_map.end()) { if (iter != pld_subgraph_map.end()) {
const SubgraphPtr &pred_subgraph_succ = iter->second; const SubgraphPtr &pred_subgraph_succ = iter->second;
if (pred_subgraph_succ != subgraph && pred_subgraph_succ->engine_conf.id == pred_subgraph->engine_conf.id) {
if ((pred_subgraph_succ != subgraph) &&
(pred_subgraph_succ->engine_conf.id == pred_subgraph->engine_conf.id)) {
return false; return false;
} }
} }
} }


if ((subgraph->engine_conf.id == pred_subgraph->engine_conf.id) || IsEngineAttach(*subgraph)) {
if ((subgraph->engine_conf.id == pred_subgraph->engine_conf.id) ||
IsEngineAttach(*subgraph)) {
return true; return true;
} }


@@ -249,7 +259,7 @@ int64_t AssignByDependencyPass::AssignNewStream(SubgraphPtr subgraph) {
engine_stream_num_[engine_name] = stream_id + 1; engine_stream_num_[engine_name] = stream_id + 1;
} }


GELOGI("Subgraph %s assigns new temp stream %ld (engine: %s)", subgraph->name.c_str(), stream_id,
GELOGI("Subgraph %s assigns new temp stream %ld (engine: %s).", subgraph->name.c_str(), stream_id,
engine_name.c_str()); engine_name.c_str());


return stream_id; return stream_id;
@@ -282,7 +292,7 @@ void AssignByDependencyPass::UpdateAssignedSubgraphs(Context &context) {
GELOGI("Subgraph %s of engine %s reuses default stream %ld.", subgraph->name.c_str(), GELOGI("Subgraph %s of engine %s reuses default stream %ld.", subgraph->name.c_str(),
subgraph->engine_conf.id.c_str(), context.default_stream); subgraph->engine_conf.id.c_str(), context.default_stream);
} else { } else {
GELOGI("Stream of subgraph %s has been updated to %ld", subgraph->name.c_str(), subgraph->stream_id);
GELOGI("Stream of subgraph %s has been updated to %ld.", subgraph->name.c_str(), subgraph->stream_id);
} }
} }
} }
@@ -293,7 +303,7 @@ void AssignByDependencyPass::UpdateReusedSubgraphs() {
auto &cur_subgraph = item.first; auto &cur_subgraph = item.first;
auto &reused_graph = item.second; auto &reused_graph = item.second;
cur_subgraph->stream_id = reused_graph->stream_id; cur_subgraph->stream_id = reused_graph->stream_id;
GELOGI("Stream of subgraph %s has been updated to %ld", cur_subgraph->name.c_str(), cur_subgraph->stream_id);
GELOGI("Stream of subgraph %s has been updated to %ld.", cur_subgraph->name.c_str(), cur_subgraph->stream_id);
} }
} }


@@ -330,7 +340,7 @@ Status NodeStreamUpdatePass::Run(ComputeGraphPtr graph, const vector<SubgraphPtr
engine_name.c_str()); engine_name.c_str());
return INTERNAL_ERROR; return INTERNAL_ERROR;
} else { } else {
GELOGI("Subgraph %s is assigned stream %ld (engine: %s)", subgraph->name.c_str(), subgraph->stream_id,
GELOGI("Subgraph %s is assigned stream %ld (engine: %s).", subgraph->name.c_str(), subgraph->stream_id,
engine_name.c_str()); engine_name.c_str());
} }
} }
@@ -353,11 +363,11 @@ Status NodeStreamUpdatePass::Run(ComputeGraphPtr graph, const vector<SubgraphPtr
GELOGD("Node %s of type %s in subgraph %s is assigned parent stream %ld (engine: %s).", node->GetName().c_str(), GELOGD("Node %s of type %s in subgraph %s is assigned parent stream %ld (engine: %s).", node->GetName().c_str(),
node->GetType().c_str(), subgraph->name.c_str(), context.default_stream, engine_name.c_str()); node->GetType().c_str(), subgraph->name.c_str(), context.default_stream, engine_name.c_str());
} else if (IsEngineSkip(*subgraph) && node->GetInNodes().empty()) { } else if (IsEngineSkip(*subgraph) && node->GetInNodes().empty()) {
GELOGD("Node %s of type %s in subgraph %s doesn't need to assign a stream (engine: %s)",
GELOGD("Node %s of type %s in subgraph %s doesn't need to assign a stream (engine: %s).",
node->GetName().c_str(), node->GetType().c_str(), subgraph->name.c_str(), engine_name.c_str()); node->GetName().c_str(), node->GetType().c_str(), subgraph->name.c_str(), engine_name.c_str());
} else { } else {
node->GetOpDesc()->SetStreamId(stream_id); node->GetOpDesc()->SetStreamId(stream_id);
GELOGD("Node %s of type %s in subgraph %s is assigned stream %ld (engine: %s)", node->GetName().c_str(),
GELOGD("Node %s of type %s in subgraph %s is assigned stream %ld (engine: %s).", node->GetName().c_str(),
node->GetType().c_str(), subgraph->name.c_str(), stream_id, engine_name.c_str()); node->GetType().c_str(), subgraph->name.c_str(), stream_id, engine_name.c_str());
} }
} }
@@ -387,7 +397,7 @@ int64_t UpdateForSkippedEnginePass::GetSingleInoutStream(const NodePtr &node) co


if (stream_ids.size() == 1) { if (stream_ids.size() == 1) {
int64_t stream_id = *(stream_ids.begin()); int64_t stream_id = *(stream_ids.begin());
GELOGI("The stream of all input and output nodes of node %s (type: %s) is %ld", node->GetName().c_str(),
GELOGI("The stream of all input and output nodes of node %s (type: %s) is %ld.", node->GetName().c_str(),
node->GetType().c_str(), stream_id); node->GetType().c_str(), stream_id);
return stream_id; return stream_id;
} }
@@ -406,7 +416,7 @@ Status UpdateForSkippedEnginePass::Run(ComputeGraphPtr graph, const vector<Subgr
auto op_desc = node->GetOpDesc(); auto op_desc = node->GetOpDesc();
GE_CHECK_NOTNULL(op_desc); GE_CHECK_NOTNULL(op_desc);
auto stream_id = op_desc->GetStreamId(); auto stream_id = op_desc->GetStreamId();
if (stream_id != kInvalidStream && !HasStreamLabel(*subgraph)) {
if ((stream_id != kInvalidStream) && !HasStreamLabel(*subgraph)) {
ops_without_label.emplace(op_desc); ops_without_label.emplace(op_desc);
} }
} }
@@ -427,7 +437,7 @@ Status UpdateForSkippedEnginePass::Run(ComputeGraphPtr graph, const vector<Subgr
int64_t inout_stream = GetSingleInoutStream(node); int64_t inout_stream = GetSingleInoutStream(node);
if (inout_stream != kInvalidStream) { if (inout_stream != kInvalidStream) {
op_desc->SetStreamId(inout_stream); op_desc->SetStreamId(inout_stream);
GELOGI("Node %s of type %s reassign to stream %ld from stream %ld", node->GetName().c_str(),
GELOGI("Node %s of type %s reassign to stream %ld from stream %ld.", node->GetName().c_str(),
node->GetType().c_str(), inout_stream, stream_id); node->GetType().c_str(), inout_stream, stream_id);
} }
} }
@@ -455,7 +465,7 @@ Status AllReduceParallelPass::Run(ComputeGraphPtr graph, const vector<SubgraphPt
return NOT_CHANGED; return NOT_CHANGED;
} }


GELOGI("AllReduceParallelPass is enabled");
GELOGI("AllReduceParallelPass is enabled.");
GE_DUMP(graph, "BeforeAllReduceParallel"); GE_DUMP(graph, "BeforeAllReduceParallel");


// All successors of HcomAllReduce. // All successors of HcomAllReduce.
@@ -463,7 +473,7 @@ Status AllReduceParallelPass::Run(ComputeGraphPtr graph, const vector<SubgraphPt


for (const NodePtr &node : graph->GetDirectNode()) { for (const NodePtr &node : graph->GetDirectNode()) {
if (!IsHcomNode(node->GetType()) || if (!IsHcomNode(node->GetType()) ||
node->GetInDataNodes().size() <= 1) {
(node->GetInDataNodes().size() <= 1)) {
continue; continue;
} }


@@ -565,7 +575,7 @@ Status LogicalStreamAllocator::Assign(const ComputeGraphPtr &root_graph, const G
RefreshContinuousStreams(root_graph); RefreshContinuousStreams(root_graph);


stream_num = context_.next_stream; stream_num = context_.next_stream;
GELOGI("Assigned logical stream num: %ld", stream_num);
GELOGI("Assigned logical stream num: %ld.", stream_num);


return SUCCESS; return SUCCESS;
} }
@@ -575,7 +585,7 @@ Status LogicalStreamAllocator::DoAssign(const ComputeGraphPtr &graph, const Grap
GE_CHECK_NOTNULL(graph); GE_CHECK_NOTNULL(graph);


NodePtr parent_node = graph->GetParentNode(); NodePtr parent_node = graph->GetParentNode();
if (parent_node == nullptr || parent_node->GetOpDesc() == nullptr) {
if ((parent_node == nullptr) || (parent_node->GetOpDesc() == nullptr)) {
context_.default_stream = kInvalidStream; context_.default_stream = kInvalidStream;
} else { } else {
context_.default_stream = parent_node->GetOpDesc()->GetStreamId(); context_.default_stream = parent_node->GetOpDesc()->GetStreamId();
@@ -597,10 +607,10 @@ Status LogicalStreamAllocator::DoAssign(const ComputeGraphPtr &graph, const Grap
return status; return status;
} }


GELOGD("Subgraphs of graph %s.", graph->GetName().c_str());
GELOGD("Subgraphs of graph %s", graph->GetName().c_str());
for (const auto &subgraph : subgraphs) { for (const auto &subgraph : subgraphs) {
if (subgraph != nullptr) { if (subgraph != nullptr) {
GELOGD("subgraph: %s.", subgraph->name.c_str());
GELOGD("subgraph: %s", subgraph->name.c_str());
} }
} }


@@ -664,9 +674,9 @@ Status LogicalStreamAllocator::RunPasses(const ComputeGraphPtr &graph, const vec


Status status = pass->Run(graph, subgraphs, context_); Status status = pass->Run(graph, subgraphs, context_);
if (status == SUCCESS) { if (status == SUCCESS) {
GELOGD("Stream pass %s return SUCCESS", pass->GetName().c_str());
GELOGD("Stream pass %s return SUCCESS.", pass->GetName().c_str());
} else if (status == NOT_CHANGED) { } else if (status == NOT_CHANGED) {
GELOGD("Stream pass %s return NOT_CHANGED", pass->GetName().c_str());
GELOGD("Stream pass %s return NOT_CHANGED.", pass->GetName().c_str());
} else { } else {
GELOGE(status, "Stream pass %s failed.", pass->GetName().c_str()); GELOGE(status, "Stream pass %s failed.", pass->GetName().c_str());
return status; return status;
@@ -686,7 +696,7 @@ void LogicalStreamAllocator::RefreshContinuousStreams(const ComputeGraphPtr &gra
auto op_desc = node->GetOpDesc(); auto op_desc = node->GetOpDesc();
if (op_desc != nullptr) { if (op_desc != nullptr) {
int64_t stream_id = op_desc->GetStreamId(); int64_t stream_id = op_desc->GetStreamId();
if (stream_id != kInvalidStream && stream_id < stream_num) {
if ((stream_id != kInvalidStream) && (stream_id < stream_num)) {
stream_has_node[stream_id] = true; stream_has_node[stream_id] = true;
} }
} }
@@ -695,10 +705,10 @@ void LogicalStreamAllocator::RefreshContinuousStreams(const ComputeGraphPtr &gra


context_.next_stream = 0; context_.next_stream = 0;
vector<int64_t> old_to_new_streams(stream_num, kInvalidStream); vector<int64_t> old_to_new_streams(stream_num, kInvalidStream);
for (size_t old_stream = 0; old_stream < stream_has_node.size(); ++old_stream) {
for (size_t old_stream = 0; old_stream < stream_has_node.size(); old_stream++) {
if (stream_has_node[old_stream]) { if (stream_has_node[old_stream]) {
old_to_new_streams[old_stream] = context_.next_stream; old_to_new_streams[old_stream] = context_.next_stream;
++context_.next_stream;
context_.next_stream++;
} }
} }


@@ -706,7 +716,7 @@ void LogicalStreamAllocator::RefreshContinuousStreams(const ComputeGraphPtr &gra
auto op_desc = node->GetOpDesc(); auto op_desc = node->GetOpDesc();
if (op_desc != nullptr) { if (op_desc != nullptr) {
int64_t stream_id = op_desc->GetStreamId(); int64_t stream_id = op_desc->GetStreamId();
if (stream_id != kInvalidStream && stream_id < stream_num) {
if ((stream_id != kInvalidStream) && (stream_id < stream_num)) {
op_desc->SetStreamId(old_to_new_streams[stream_id]); op_desc->SetStreamId(old_to_new_streams[stream_id]);
} }
} }


+ 230
- 108
ge/graph/build/memory/graph_mem_assigner.cc View File

@@ -99,7 +99,8 @@ Status VariableMemoryAssigner::AssignMemory2HasRefAttrNode() {
Status GraphMemoryAssigner::AssignMemory() { Status GraphMemoryAssigner::AssignMemory() {
ge::HybridMemAssignerPtr mem_assigner(new(std::nothrow) HybridMemAssigner(compute_graph_)); ge::HybridMemAssignerPtr mem_assigner(new(std::nothrow) HybridMemAssigner(compute_graph_));
if (mem_assigner->Assign() != ge::SUCCESS) { if (mem_assigner->Assign() != ge::SUCCESS) {
GELOGE(ge::FAILED, "Memory assigner failed");
GELOGE(ge::FAILED, "[Assign][GraphMem]graph_id:%u, graph_name:%s",
compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return ge::FAILED; return ge::FAILED;
} }
MemoryOffset memory_offset(RT_MEMORY_HBM, mem_assigner->GetMemOffset()); MemoryOffset memory_offset(RT_MEMORY_HBM, mem_assigner->GetMemOffset());
@@ -115,7 +116,10 @@ Status GraphMemoryAssigner::AssignMemory() {
auto variable_assigner = auto variable_assigner =
std::unique_ptr<ge::VariableMemoryAssigner>(new(std::nothrow) ge::VariableMemoryAssigner(compute_graph_)); std::unique_ptr<ge::VariableMemoryAssigner>(new(std::nothrow) ge::VariableMemoryAssigner(compute_graph_));
if (variable_assigner == nullptr) { if (variable_assigner == nullptr) {
GELOGE(ge::FAILED, "Alloc VariableMemoryAssigner failed.");
GELOGE(ge::FAILED, "[New][Object:VariableMemoryAssigner]graph_id:%u, graph_name:%s",
compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
REPORT_INNER_ERROR("E19999", "New Object:VariableMemoryAssigner failed when assign graph memory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return ge::FAILED; return ge::FAILED;
} }


@@ -134,7 +138,10 @@ ge::Status GraphMemoryAssigner::AssignVarAttr2Nodes() {
auto variable_assigner = auto variable_assigner =
std::unique_ptr<ge::VariableMemoryAssigner>(new(std::nothrow) ge::VariableMemoryAssigner(compute_graph_)); std::unique_ptr<ge::VariableMemoryAssigner>(new(std::nothrow) ge::VariableMemoryAssigner(compute_graph_));
if (variable_assigner == nullptr) { if (variable_assigner == nullptr) {
GELOGE(ge::FAILED, "Alloc VariableMemoryAssigner failed.");
GELOGE(ge::FAILED, "[New][Object:VariableMemoryAssigner]graph_id:%u, graph_name:%s",
compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
REPORT_INNER_ERROR("E19999", "New Object:VariableMemoryAssigner failed when assign graph memory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return ge::FAILED; return ge::FAILED;
} }
if (variable_assigner->AssignVarAttr2Nodes() != ge::SUCCESS) { if (variable_assigner->AssignVarAttr2Nodes() != ge::SUCCESS) {
@@ -147,8 +154,10 @@ ge::Status GraphMemoryAssigner::AssignMemory2HasRefAttrNode() {
auto variable_assigner = auto variable_assigner =
std::unique_ptr<ge::VariableMemoryAssigner>(new(std::nothrow) ge::VariableMemoryAssigner(compute_graph_)); std::unique_ptr<ge::VariableMemoryAssigner>(new(std::nothrow) ge::VariableMemoryAssigner(compute_graph_));
if (variable_assigner == nullptr) { if (variable_assigner == nullptr) {
GELOGE(ge::FAILED, "Alloc VariableMemoryAssigner failed.");
return ge::FAILED;
GELOGE(ge::FAILED, "[New][Object:VariableMemoryAssigner]graph_id:%u, graph_name:%s",
compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
REPORT_INNER_ERROR("E19999", "New Object:VariableMemoryAssigner failed when assign graph memory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
} }
if (variable_assigner->AssignMemory2HasRefAttrNode() != ge::SUCCESS) { if (variable_assigner->AssignMemory2HasRefAttrNode() != ge::SUCCESS) {
return ge::FAILED; return ge::FAILED;
@@ -161,17 +170,18 @@ ge::Status CalculateTensorRealSizeAndOutSize(const ge::ConstGeTensorDescPtr &out
int64_t &batch_dim_num, int64_t &out_size) { int64_t &batch_dim_num, int64_t &out_size) {
graphStatus graph_status = ge::TensorUtils::GetSize(*output_desc, out_size); graphStatus graph_status = ge::TensorUtils::GetSize(*output_desc, out_size);
if (graph_status != GRAPH_SUCCESS) { if (graph_status != GRAPH_SUCCESS) {
GELOGE(FAILED, "Opdesc GetSize failed!");
GELOGE(FAILED, "[Get][TensorSize]");
REPORT_INNER_ERROR("E19999", "New Object:VariableMemoryAssigner failed when assign graph memory");
return FAILED; return FAILED;
} }


GeShape output_shape = output_desc->GetShape(); GeShape output_shape = output_desc->GetShape();
std::vector<int64_t> output_dims = output_shape.GetDims(); std::vector<int64_t> output_dims = output_shape.GetDims();
if (dim_index >= static_cast<int64_t>(output_dims.size())) { if (dim_index >= static_cast<int64_t>(output_dims.size())) {
std::string error = "Invaild value" + FmtToStr(dim_index) +
" of attr _reuse_input_on_dim_index, which is out of data range [0,"
+ std::to_string(output_dims.size()) + ")";
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "Inner param dim_index value:%ld invalid, bigger than dim size:%lu in shape:%s",
dim_index, output_dims.size(), output_shape.ToString().c_str());
GELOGE(FAILED, "[Check][Param:dim_index]value:%ld invalid, bigger than dim size:%lu in shape:%s",
dim_index, output_dims.size(), output_shape.ToString().c_str());
return FAILED; return FAILED;
} }


@@ -187,14 +197,23 @@ ge::Status CalculateTensorRealSizeAndOutSize(const ge::ConstGeTensorDescPtr &out


graph_status = ge::TensorUtils::CalcTensorMemSize(output_shape, out_format, data_type, output_mem_size); graph_status = ge::TensorUtils::CalcTensorMemSize(output_shape, out_format, data_type, output_mem_size);
if (graph_status != GRAPH_SUCCESS) { if (graph_status != GRAPH_SUCCESS) {
GELOGE(graph_status, "Opdesc CalcTensorMemSize failed!");
GELOGE(graph_status, "[Calc][TensorSize]");
return FAILED; return FAILED;
} }


if (output_mem_size < 0) { if (output_mem_size < 0) {
std::string error = "After calculating tensor memory size, output_mem_size" + FmtToStr(output_mem_size) +
" is out of data range [0," + std::to_string(INT64_MAX) + "]";
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "After calculating, tensor memory size:%ld invalid, less than 0. "
"shape:%s, format:%s, dtype:%s, maybe has dynamic shape",
output_mem_size,
output_shape.ToString().c_str(),
TypeUtils::FormatToSerialString(out_format).c_str(),
TypeUtils::DataTypeToSerialString(data_type).c_str());
GELOGE(FAILED, "[Check][TensorSize]value:%ld invalid after calc, less than 0. shape:%s, format:%s, dtype:%s, "
"maybe has dynamic shape",
output_mem_size,
output_shape.ToString().c_str(),
TypeUtils::FormatToSerialString(out_format).c_str(),
TypeUtils::DataTypeToSerialString(data_type).c_str());
return FAILED; return FAILED;
} }


@@ -203,7 +222,10 @@ ge::Status CalculateTensorRealSizeAndOutSize(const ge::ConstGeTensorDescPtr &out


Status GraphMemoryAssigner::ReAssignMemory(bool is_loop_graph, map<int64_t, size_t> &mem_type_to_offset) { Status GraphMemoryAssigner::ReAssignMemory(bool is_loop_graph, map<int64_t, size_t> &mem_type_to_offset) {
if (memory_offset_.empty()) { if (memory_offset_.empty()) {
GELOGE(FAILED, "memory_offset_ is empty.");
REPORT_INNER_ERROR("E19999", "InnerData memory_offset_ empty, not expected when ReAssignMemory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData:memory_offset_]empty is not expected, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return ge::FAILED; return ge::FAILED;
} }


@@ -218,8 +240,10 @@ Status GraphMemoryAssigner::ReAssignMemory(bool is_loop_graph, map<int64_t, size


auto session_id = compute_graph_->GetSessionID(); auto session_id = compute_graph_->GetSessionID();
if (total_mem_offset > VarManager::Instance(session_id)->GetGraphMemoryMaxSize()) { if (total_mem_offset > VarManager::Instance(session_id)->GetGraphMemoryMaxSize()) {
GELOGE(ge::FAILED, "Current memoffset %zu is greater than memory manager malloc max size %zu", total_mem_offset,
VarManager::Instance(session_id)->GetGraphMemoryMaxSize());
GELOGE(ge::FAILED, "[Check][TotalMemOffset] %zu is greater than memory manager malloc max size %zu, "
"graph_id:%u, graph_name:%s, reduce your batchsize or scale your model may solve problem",
total_mem_offset, VarManager::Instance(session_id)->GetGraphMemoryMaxSize(),
compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
for (auto iter : mem_type_to_offset) { for (auto iter : mem_type_to_offset) {
ErrorManager::GetInstance().ATCReportErrMessage("E19022", {"memType", "size", "item", "maxsize"}, ErrorManager::GetInstance().ATCReportErrMessage("E19022", {"memType", "size", "item", "maxsize"},
{std::to_string(iter.first), std::to_string(iter.second), "featuremap", {std::to_string(iter.first), std::to_string(iter.second), "featuremap",
@@ -234,7 +258,13 @@ Status GraphMemoryAssigner::ReAssignMemory(bool is_loop_graph, map<int64_t, size


Status GraphMemoryAssigner::AssignZeroCopyMemory(map<int64_t, size_t> &mem_offset, size_t &zero_mem_copy_size) { Status GraphMemoryAssigner::AssignZeroCopyMemory(map<int64_t, size_t> &mem_offset, size_t &zero_mem_copy_size) {
BlockMemAssignerPtr priority_assigner = std::move(mem_assigner_->GetPriorityAssinger()); BlockMemAssignerPtr priority_assigner = std::move(mem_assigner_->GetPriorityAssinger());
GE_IF_BOOL_EXEC(priority_assigner == nullptr, GELOGE(FAILED, "Get priority_assigner failed."); return ge::FAILED;);
if (priority_assigner == nullptr) {
REPORT_INNER_ERROR("E19999", "InnerData priority_assigner nullptr, not expected when AssignZeroCopyMemory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData:priority_assigner]nullptr is invalid, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return ge::FAILED;
}


size_t mem_offset_tmp = mem_offset[RT_MEMORY_HBM]; size_t mem_offset_tmp = mem_offset[RT_MEMORY_HBM];


@@ -254,8 +284,11 @@ Status GraphMemoryAssigner::AssignZeroCopyMemory(map<int64_t, size_t> &mem_offse
zero_mem_copy_size = mem_offset[RT_MEMORY_HBM] - mem_offset_tmp; zero_mem_copy_size = mem_offset[RT_MEMORY_HBM] - mem_offset_tmp;
auto iter = memory_offset_.find(RT_MEMORY_HBM); auto iter = memory_offset_.find(RT_MEMORY_HBM);
if (iter == memory_offset_.end()) { if (iter == memory_offset_.end()) {
std::string error = "Memory offset does not have memory type[HBM]";
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "InnerData memory_offset_ does not have type[HBM], "
"not expected when AssignZeroCopyMemory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData]memory_offset_ does not have memory type[HBM]"
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return FAILED; return FAILED;
} }
iter->second.mem_offset_ = mem_offset[RT_MEMORY_HBM]; iter->second.mem_offset_ = mem_offset[RT_MEMORY_HBM];
@@ -304,7 +337,7 @@ uint32_t GetContinuousMemoryType(const OpDescPtr &op_desc) {
} }


if (continuous_type != 0) { if (continuous_type != 0) {
GELOGI("Current node %s continuous type %d.", op_desc->GetName().c_str(), continuous_type);
GELOGI("Current node %s continuous type %d", op_desc->GetName().c_str(), continuous_type);
} }
return continuous_type; return continuous_type;
} }
@@ -312,8 +345,9 @@ uint32_t GetContinuousMemoryType(const OpDescPtr &op_desc) {
Status GetMemorySize(const OpDescPtr &op_desc, const ge::ConstGeTensorDescPtr &output_desc, uint32_t continuous_type, Status GetMemorySize(const OpDescPtr &op_desc, const ge::ConstGeTensorDescPtr &output_desc, uint32_t continuous_type,
int64_t &tensor_size, int64_t &nopadding_size) { int64_t &tensor_size, int64_t &nopadding_size) {
if ((op_desc == nullptr) || (output_desc == nullptr)) { if ((op_desc == nullptr) || (output_desc == nullptr)) {
GELOGE(FAILED, "Input para is nullptr.");
return FAILED;
REPORT_INNER_ERROR("E19999", "InnerData param op_desc or output_desc is nullptr, "
"not expected when GetMemorySize");
GELOGE(FAILED, "[Check][Param]op_desc or output_desc is nullptr");
} }
tensor_size = 0; tensor_size = 0;
nopadding_size = 0; nopadding_size = 0;
@@ -322,7 +356,10 @@ Status GetMemorySize(const OpDescPtr &op_desc, const ge::ConstGeTensorDescPtr &o
int64_t attr_dim_index; int64_t attr_dim_index;
bool get_attr_dim_flag = ge::AttrUtils::GetInt(op_desc, ATTR_NAME_REUSE_INPUT_ON_DIM_INDEX, attr_dim_index); bool get_attr_dim_flag = ge::AttrUtils::GetInt(op_desc, ATTR_NAME_REUSE_INPUT_ON_DIM_INDEX, attr_dim_index);
if (!get_attr_dim_flag) { if (!get_attr_dim_flag) {
GELOGE(FAILED, "Get attr _reuse_input_on_dim_index failed.");
REPORT_INNER_ERROR("E19999", "Get Attr:%s failed when GetMemorySize, op_name:%s",
ATTR_NAME_REUSE_INPUT_ON_DIM_INDEX.c_str(), op_desc->GetName().c_str());
GELOGE(FAILED, "[Get][Attr:%s]fail for op_name:%s",
ATTR_NAME_REUSE_INPUT_ON_DIM_INDEX.c_str(), op_desc->GetName().c_str());
return FAILED; return FAILED;
} }


@@ -330,17 +367,25 @@ Status GetMemorySize(const OpDescPtr &op_desc, const ge::ConstGeTensorDescPtr &o
int64_t batch_dim_num = 1; int64_t batch_dim_num = 1;
if (CalculateTensorRealSizeAndOutSize(output_desc, attr_dim_index, nopadding_size, batch_dim_num, tensor_size) != if (CalculateTensorRealSizeAndOutSize(output_desc, attr_dim_index, nopadding_size, batch_dim_num, tensor_size) !=
SUCCESS) { SUCCESS) {
GELOGE(FAILED, "CalculateTensorRealSizeAndOutSize failed for node %s.", op_desc->GetName().c_str());
REPORT_CALL_ERROR("E19999", "CalculateTensorRealSizeAndOutSize failed, attr_dim_index:%ld, op_name:%s",
attr_dim_index, op_desc->GetName().c_str());
GELOGE(FAILED, "[Calculate][NopaddingSize]failed for node %s, attr_dim_index:%ld",
op_desc->GetName().c_str(), attr_dim_index);
return FAILED; return FAILED;
} }
} else { } else {
if (ge::TensorUtils::GetSize(*output_desc, tensor_size) != ge::SUCCESS) { if (ge::TensorUtils::GetSize(*output_desc, tensor_size) != ge::SUCCESS) {
GELOGE(FAILED, "GetSize failed.");
REPORT_INNER_ERROR("E19999", "Get Tensor Size failed, op_name:%s", op_desc->GetName().c_str());
GELOGE(FAILED, "[Get][TensorSize]failed in padding case, op_name:%s", op_desc->GetName().c_str());
return FAILED; return FAILED;
} }
} }
if ((tensor_size < 0) || (nopadding_size < 0)) { if ((tensor_size < 0) || (nopadding_size < 0)) {
GELOGE(FAILED, "GetMemorySize for node %s failed.", op_desc->GetName().c_str());
REPORT_INNER_ERROR("E19999", "GetMemorySize fail, "
"tensor_size:%ld or nopadding_size:%ld less than 0, invalid, op_name:%s",
tensor_size, nopadding_size, op_desc->GetName().c_str());
GELOGE(FAILED, "[Get][MemorySize]tensor_size:%ld or nopadding_size:%ld less than 0, invalid, op_name:%s",
tensor_size, nopadding_size, op_desc->GetName().c_str());
return FAILED; return FAILED;
} }
return SUCCESS; return SUCCESS;
@@ -374,7 +419,7 @@ bool IsContinuousInputConflict(const ge::NodePtr &node, const OpDescPtr &peer_op
// If GetBool fail, is_peer_reference is false. // If GetBool fail, is_peer_reference is false.
(void) AttrUtils::GetBool(peer_op_desc, ATTR_NAME_REFERENCE, is_peer_reference); (void) AttrUtils::GetBool(peer_op_desc, ATTR_NAME_REFERENCE, is_peer_reference);
GE_IF_BOOL_EXEC(is_peer_reference, GE_IF_BOOL_EXEC(is_peer_reference,
std::string warning = "Current op" + FmtToStr(node->GetOpDesc()->GetName()) +
std::string warning = "[Check][Continuous]Current op" + FmtToStr(node->GetOpDesc()->GetName()) +
" requires continuous input, while the previous op" + FmtToStr(peer_op_desc->GetName()) + " requires continuous input, while the previous op" + FmtToStr(peer_op_desc->GetName()) +
" is ref. There may be conflict between the two."; " is ref. There may be conflict between the two.";
GELOGW("%s", warning.c_str()); GELOGW("%s", warning.c_str());
@@ -404,7 +449,7 @@ Status GraphMemoryAssigner::ReAssignContinuousMemory(bool is_loop_graph) {
if (continuous_input) { if (continuous_input) {
if (AssignContinuousInputMemoryWithAtomicProcessDirectly(node, node_2_continuous_type)) { if (AssignContinuousInputMemoryWithAtomicProcessDirectly(node, node_2_continuous_type)) {
GE_CHK_STATUS_RET(AssignContinuousInputMemoryWithAtomicProcess(node, continuous_type), GE_CHK_STATUS_RET(AssignContinuousInputMemoryWithAtomicProcess(node, continuous_type),
"Assign node %s continuous input memory failed.", node->GetName().c_str())
"[Assign][Memory:Continuous:Input]fail for node:%s", node->GetName().c_str())
} else { } else {
nodes_stack.push_back(node); nodes_stack.push_back(node);
} }
@@ -413,10 +458,11 @@ Status GraphMemoryAssigner::ReAssignContinuousMemory(bool is_loop_graph) {
int64_t memory_type = RT_MEMORY_HBM; int64_t memory_type = RT_MEMORY_HBM;
bool continuous_output = ((continuous_type & kTypeOutput) != 0) || ((continuous_type & kTypeOutputNoPadding) != 0); bool continuous_output = ((continuous_type & kTypeOutput) != 0) || ((continuous_type & kTypeOutputNoPadding) != 0);
if (continuous_output) { if (continuous_output) {
GE_CHK_STATUS_RET(GetNodeMemoryType(node, memory_type, "output"), "Get node memory type failed.");
GE_CHK_STATUS_RET(GetNodeMemoryType(node, memory_type, "output"),
"[Get][MemType]fail for node:%s", node->GetName().c_str());
ret = AssignContinuousOutputMemory(node, memory_type, continuous_type); ret = AssignContinuousOutputMemory(node, memory_type, continuous_type);
if (ret != ge::SUCCESS) { if (ret != ge::SUCCESS) {
GELOGE(ret, "Assign continuous output memory failed!");
GELOGE(ret, "[Assign][Memory:Continuous:Ouput]fail for node:%s", node->GetName().c_str());
return ret; return ret;
} }
} }
@@ -427,14 +473,16 @@ Status GraphMemoryAssigner::ReAssignContinuousMemory(bool is_loop_graph) {
nodes_stack.pop_back(); nodes_stack.pop_back();
auto iter = node_2_continuous_type.find(node); auto iter = node_2_continuous_type.find(node);
if (iter == node_2_continuous_type.end()) { if (iter == node_2_continuous_type.end()) {
GELOGE(FAILED, "node %s has no continuous type!", node->GetName().c_str());
REPORT_INNER_ERROR("E19999", "Inner data error when process continuous memory alloc for node:%s, "
"but has no continuous type", node->GetName().c_str());
GELOGE(FAILED, "[Get][ContinuousType] find fail for node:%s", node->GetName().c_str());
return FAILED; return FAILED;
} }
GE_CHK_STATUS_RET(AssignContinuousInputMemoryWithAtomicProcess(node, iter->second, true), GE_CHK_STATUS_RET(AssignContinuousInputMemoryWithAtomicProcess(node, iter->second, true),
"Assign node %s continuous input memory failed.", node->GetName().c_str())
"[Assign][Memory:Continuous:Input]fail for node:%s.", node->GetName().c_str())
} }
for (auto pair : memory_offset_) { for (auto pair : memory_offset_) {
GELOGD("After reassign continuous memory, memory type = %ld, mem_offset = %zu.", pair.first,
GELOGD("After reassign continuous memory, memory type = %ld, mem offset = %zu.", pair.first,
pair.second.mem_offset_); pair.second.mem_offset_);
} }
return ge::SUCCESS; return ge::SUCCESS;
@@ -442,11 +490,13 @@ Status GraphMemoryAssigner::ReAssignContinuousMemory(bool is_loop_graph) {


Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node, int64_t &continuous_mem_start, Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node, int64_t &continuous_mem_start,
int64_t &continuous_mem_size, int64_t memory_type, uint32_t continuous_type, bool reverse_refresh) { int64_t &continuous_mem_size, int64_t memory_type, uint32_t continuous_type, bool reverse_refresh) {
GELOGI("Current node %s needs continuous input.", node->GetName().c_str());
GELOGI("Current node %s needs continuous input", node->GetName().c_str());
auto iter = memory_offset_.find(memory_type); auto iter = memory_offset_.find(memory_type);
if (iter == memory_offset_.end()) { if (iter == memory_offset_.end()) {
std::string error = "Memory offset does not have memory type" + FmtToStr(memory_type);
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "find memory offset fail for mem_type:%ld, "
"when assign continuous input memory for node:%s, ", memory_type, node->GetName().c_str());
GELOGE(FAILED, "[Find][MemOffset]fail for mem_type:%ld, when AssignContinuousInputMemory for node:%s",
memory_type, node->GetName().c_str());
return FAILED; return FAILED;
} }
// The head and tail of hcom continuous input should be added 512 // The head and tail of hcom continuous input should be added 512
@@ -459,8 +509,9 @@ Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node,
GE_CHECK_NOTNULL(op_desc); GE_CHECK_NOTNULL(op_desc);
vector<int64_t> output_list_this = op_desc->GetOutputOffset(); vector<int64_t> output_list_this = op_desc->GetOutputOffset();
if (output_list_this.empty()) { if (output_list_this.empty()) {
std::string error = "node:" + FmtToStr(op_desc->GetName()) + "has no output offset";
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "No output offset in node :%s, not expected when assign continuous input memory",
node->GetName().c_str());
GELOGE(FAILED, "[Get][OutputOffset] empty is invalid, node:%s", node->GetName().c_str());
return FAILED; return FAILED;
} }
(void) ge::AttrUtils::GetBool(op_desc, ATTR_NAME_CONTINUOUS_INPUT_ALLOC, is_continuous_input_allocated); (void) ge::AttrUtils::GetBool(op_desc, ATTR_NAME_CONTINUOUS_INPUT_ALLOC, is_continuous_input_allocated);
@@ -480,8 +531,9 @@ Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node,
lx_fusion = lx_fusion && !offsets_of_fusion.empty(); lx_fusion = lx_fusion && !offsets_of_fusion.empty();
if (lx_fusion) { if (lx_fusion) {
if (peer_out_data_anchor->GetIdx() >= static_cast<int>(offsets_of_fusion.size())) { if (peer_out_data_anchor->GetIdx() >= static_cast<int>(offsets_of_fusion.size())) {
std::string error = "fusion: peer node" + FmtToStr(peer_op_desc->GetName()) +
" index" + FmtToStr(peer_out_data_anchor->GetIdx()) + " is out of range.";
std::string error = "fusion: peer node:" + FmtToStr(peer_op_desc->GetName()) +
" anchor_index:" + FmtToStr(peer_out_data_anchor->GetIdx()) +
" is out of range:" + FmtToStr(offsets_of_fusion.size());
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str()); GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
return FAILED; return FAILED;
} }
@@ -497,7 +549,9 @@ Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node,
bool is_nopadding = ((continuous_type & kTypeInputNoPadding) != 0) || lx_fusion; bool is_nopadding = ((continuous_type & kTypeInputNoPadding) != 0) || lx_fusion;
vector<int64_t> output_list = peer_op_desc->GetOutputOffset(); vector<int64_t> output_list = peer_op_desc->GetOutputOffset();
if (peer_out_data_anchor->GetIdx() >= static_cast<int>(output_list.size())) { if (peer_out_data_anchor->GetIdx() >= static_cast<int>(output_list.size())) {
std::string error = "index" + FmtToStr(peer_out_data_anchor->GetIdx()) + " is out of range.";
std::string error = "peer node:" + FmtToStr(peer_op_desc->GetName()) +
" anchor_index:" + FmtToStr(peer_out_data_anchor->GetIdx()) +
" is out of range:" + FmtToStr(output_list.size());
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str()); GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
return FAILED; return FAILED;
} }
@@ -506,13 +560,13 @@ Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node,
bool is_allocated_first_input = is_continuous_input_allocated && (in_data_anchor->GetIdx() == 0); bool is_allocated_first_input = is_continuous_input_allocated && (in_data_anchor->GetIdx() == 0);
if (is_allocated_first_input) { if (is_allocated_first_input) {
std::map<int32_t, int32_t> out2ins; std::map<int32_t, int32_t> out2ins;
GE_CHK_STATUS_RET(GetAllRef(node, out2ins), "Node: %s get all ref failed", node->GetName().c_str());
GE_CHK_STATUS_RET(GetAllRef(node, out2ins), "[Get][AllRef]fail for node: %s", node->GetName().c_str());
// output is beginning offset, set offset for input; only support this case now // output is beginning offset, set offset for input; only support this case now
if ((out2ins.size() == 1) && (out2ins.begin()->second == 0) && (reverse_refresh)) { if ((out2ins.size() == 1) && (out2ins.begin()->second == 0) && (reverse_refresh)) {
auto peer_output_offset = output_list.at(peer_out_data_anchor->GetIdx()); auto peer_output_offset = output_list.at(peer_out_data_anchor->GetIdx());
output_list.at(peer_out_data_anchor->GetIdx()) = output_list_this.at(out2ins.begin()->first); output_list.at(peer_out_data_anchor->GetIdx()) = output_list_this.at(out2ins.begin()->first);
peer_op_desc->SetOutputOffset(output_list); peer_op_desc->SetOutputOffset(output_list);
GELOGI("Node %s out %d ref in %d input node %s, use output offset %ld update %ld.", node->GetName().c_str(),
GELOGI("Node %s out %d ref in %d input node %s, use output offset %ld update %ld", node->GetName().c_str(),
out2ins.begin()->first, out2ins.begin()->second, peer_op_desc->GetName().c_str(), out2ins.begin()->first, out2ins.begin()->second, peer_op_desc->GetName().c_str(),
output_list_this.at(out2ins.begin()->first), peer_output_offset); output_list_this.at(out2ins.begin()->first), peer_output_offset);
} else { } else {
@@ -542,7 +596,7 @@ Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node,
} }


GELOGI("[IMAS]Continuous input : Set %s name[%s] optype[%s] output[%d] offset to [%zu] stream_id[%ld] memtype[%ld] " GELOGI("[IMAS]Continuous input : Set %s name[%s] optype[%s] output[%d] offset to [%zu] stream_id[%ld] memtype[%ld] "
"size[%zu] realsize[%ld] nopadding size[%d].", node->GetOwnerComputeGraph()->GetName().c_str(),
"size[%zu] realsize[%ld] nopadding size[%d]", node->GetOwnerComputeGraph()->GetName().c_str(),
peer_op_desc->GetName().c_str(), node->GetType().c_str(), peer_out_data_anchor->GetIdx(), peer_op_desc->GetName().c_str(), node->GetType().c_str(), peer_out_data_anchor->GetIdx(),
output_list.at(peer_out_data_anchor->GetIdx()), peer_op_desc->GetStreamId(), memory_type, output_list.at(peer_out_data_anchor->GetIdx()), peer_op_desc->GetStreamId(), memory_type,
is_continuous_input_allocated ? 0UL : align_size, real_size, is_nopadding); is_continuous_input_allocated ? 0UL : align_size, real_size, is_nopadding);
@@ -563,17 +617,32 @@ Status GraphMemoryAssigner::AssignContinuousInputMemory(const ge::NodePtr &node,
Status GetFirstInputPeerOutOutputOffset(const ge::NodePtr &node, int64_t &mem_offset) { Status GetFirstInputPeerOutOutputOffset(const ge::NodePtr &node, int64_t &mem_offset) {
auto in_data_anchor_list = node->GetAllInDataAnchors(); auto in_data_anchor_list = node->GetAllInDataAnchors();
if (in_data_anchor_list.empty()) { if (in_data_anchor_list.empty()) {
GELOGE(FAILED, "Node %s's in data anchor is empty.", node->GetName().c_str());
REPORT_INNER_ERROR("E19999", "InAnchor list empty in node:%s, not expect when GetFirstInputPeerOutOutputOffset",
node->GetName().c_str());
GELOGE(FAILED, "[Get][InAnchor]empty is invalid, node:%s", node->GetName().c_str());
return FAILED; return FAILED;
} }
auto peer_out_data_anchor = in_data_anchor_list.at(0)->GetPeerOutAnchor(); auto peer_out_data_anchor = in_data_anchor_list.at(0)->GetPeerOutAnchor();
GE_IF_BOOL_EXEC(peer_out_data_anchor == nullptr, GELOGE(ge::FAILED, "peer_out_data_anchor is null.");
GE_IF_BOOL_EXEC(peer_out_data_anchor == nullptr,
REPORT_INNER_ERROR("E19999", "PeerAcnhor is null, "
"not expect when GetFirstInputPeerOutOutputOffset for node:%s",
node->GetName().c_str());
GELOGE(ge::FAILED, "[Check][PeerAnchor]null is invalid, node:%s", node->GetName().c_str());
return ge::FAILED); return ge::FAILED);
auto peer_op_desc = peer_out_data_anchor->GetOwnerNode()->GetOpDesc(); auto peer_op_desc = peer_out_data_anchor->GetOwnerNode()->GetOpDesc();
GE_IF_BOOL_EXEC(peer_op_desc == nullptr, GELOGE(ge::FAILED, "peer_op_desc is null."); return ge::FAILED);
GE_IF_BOOL_EXEC(peer_op_desc == nullptr,
REPORT_INNER_ERROR("E19999", "PeerOpDesc is null, "
"not expect when GetFirstInputPeerOutOutputOffset for node:%s",
node->GetName().c_str());
GELOGE(ge::FAILED, "[Check][PeerOpDesc]null is invalid, node:%s", node->GetName().c_str());
return ge::FAILED);
vector<int64_t> in_node_output_offsets = peer_op_desc->GetOutputOffset(); vector<int64_t> in_node_output_offsets = peer_op_desc->GetOutputOffset();
if (peer_out_data_anchor->GetIdx() >= static_cast<int>(in_node_output_offsets.size())) { if (peer_out_data_anchor->GetIdx() >= static_cast<int>(in_node_output_offsets.size())) {
GELOGE(FAILED, "Index : %d is out of range.", peer_out_data_anchor->GetIdx());
REPORT_INNER_ERROR("E19999", "PeerAnchorIndex:%d bigger than in_offset size:%lu, "
"judge invalid when GetFirstInputPeerOutOutputOffset for node:%s",
peer_out_data_anchor->GetIdx(), in_node_output_offsets.size(), node->GetName().c_str());
GELOGE(FAILED, "[Check][Index:PeerOutDataAnchor]PeerIndex:%d bigger than in_offset size:%lu, node:%s",
peer_out_data_anchor->GetIdx(), in_node_output_offsets.size(), node->GetName().c_str());
return FAILED; return FAILED;
} }
mem_offset = in_node_output_offsets.at(peer_out_data_anchor->GetIdx()); mem_offset = in_node_output_offsets.at(peer_out_data_anchor->GetIdx());
@@ -584,11 +653,18 @@ Status GraphMemoryAssigner::AssignContinuousOutputMemory(const ge::NodePtr &node
uint32_t continuous_type) { uint32_t continuous_type) {
GELOGI("Current node %s needs continuous output.", node->GetName().c_str()); GELOGI("Current node %s needs continuous output.", node->GetName().c_str());
auto out_op_desc = node->GetOpDesc(); auto out_op_desc = node->GetOpDesc();
GE_IF_BOOL_EXEC(out_op_desc == nullptr, GELOGE(ge::FAILED, "out_op_desc is null."); return ge::FAILED);
GE_IF_BOOL_EXEC(out_op_desc == nullptr,
REPORT_INNER_ERROR("E19999", "OpDesc is null, "
"not expect when AssignContinuousOutputMemory for node:%s",
node->GetName().c_str());
GELOGE(ge::FAILED, "[Check][OpDesc]null is invalid, node:%s", node->GetName().c_str()));
vector<int64_t> output_list = out_op_desc->GetOutputOffset(); vector<int64_t> output_list = out_op_desc->GetOutputOffset();
if ((out_op_desc->GetOutputsSize() > output_list.size()) || (output_list.size() == 0)) { if ((out_op_desc->GetOutputsSize() > output_list.size()) || (output_list.size() == 0)) {
GELOGE(ge::FAILED, "The size %zu of node output desc is more than output_list's size %zu.",
out_op_desc->GetOutputsSize(), output_list.size());
REPORT_INNER_ERROR("E19999", "Output size:%zu more than output offset size:%zu, invalid in node:%s, "
"when AssignContinuousOutputMemory",
out_op_desc->GetOutputsSize(), output_list.size(), node->GetName().c_str());
GELOGE(ge::FAILED, "[Check][InnerData]Output size:%zu more than output offset size:%zu, invalid in node:%s",
out_op_desc->GetOutputsSize(), output_list.size(), node->GetName().c_str());
return ge::FAILED; return ge::FAILED;
} }


@@ -647,14 +723,18 @@ Status GraphMemoryAssigner::ReAssignAtomicMemory(bool is_loop_graph) {
map<string, vector<NodePtr>> connecting_output_atomic_nodes; map<string, vector<NodePtr>> connecting_output_atomic_nodes;
Status status = FilterAtomicNodesForMemoryAssign(normal_atomic_and_clean_nodes_map, connecting_output_atomic_nodes); Status status = FilterAtomicNodesForMemoryAssign(normal_atomic_and_clean_nodes_map, connecting_output_atomic_nodes);
if (status != SUCCESS) { if (status != SUCCESS) {
GELOGE(status, "Failed to filter atomic nodes for memory assignment.");
GELOGE(status, "[Filter][AtomicNode]failed in graph_id:%u, graph_name:%s",
compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return status; return status;
} }


auto mem_iter = memory_offset_.find(RT_MEMORY_HBM); auto mem_iter = memory_offset_.find(RT_MEMORY_HBM);
if (mem_iter == memory_offset_.end()) { if (mem_iter == memory_offset_.end()) {
std::string error = "Memory offset does not have memory type" + FmtToStr(RT_MEMORY_HBM);
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "InnerData memory_offset_ does not have type[HBM], "
"not expected when ReAssignAtomicMemory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData]memory_offset_ does not have memory type[HBM]"
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return FAILED; return FAILED;
} }


@@ -670,7 +750,7 @@ Status GraphMemoryAssigner::ReAssignAtomicMemory(bool is_loop_graph) {
vector<int64_t> mem_offset_end; vector<int64_t> mem_offset_end;
status = AssignAtomicOutputAndWorkspaceMemory(atomic_node, mem_offset_end); status = AssignAtomicOutputAndWorkspaceMemory(atomic_node, mem_offset_end);
if (status != SUCCESS) { if (status != SUCCESS) {
GELOGE(status, "Assign atomic output and workspace memory failed, node name is %s.",
GELOGE(status, "[Assign][Memory]output atomic mem and workspace mem, fail for node name is %s.",
atomic_node->GetName().c_str()); atomic_node->GetName().c_str());
return status; return status;
} }
@@ -679,7 +759,7 @@ Status GraphMemoryAssigner::ReAssignAtomicMemory(bool is_loop_graph) {
int64_t atomic_mem_size = static_cast<int64_t>(mem_iter->second.mem_offset_) - atomic_mem_start; int64_t atomic_mem_size = static_cast<int64_t>(mem_iter->second.mem_offset_) - atomic_mem_start;
if (atomic_mem_size != 0) { if (atomic_mem_size != 0) {
GE_CHK_STATUS_RET(SetAtomicCleanAttr(iter.first, {atomic_mem_start}, {atomic_mem_size}, RT_MEMORY_HBM), GE_CHK_STATUS_RET(SetAtomicCleanAttr(iter.first, {atomic_mem_start}, {atomic_mem_size}, RT_MEMORY_HBM),
"Failed to set attr for atomic addr clean node %s.", iter.first->GetName().c_str());
"[Set][Attr]fail for atomic addr clean node %s.", iter.first->GetName().c_str());
} }
} }
batch_max_mem_offset = std::max(batch_max_mem_offset, static_cast<int64_t>(mem_iter->second.mem_offset_)); batch_max_mem_offset = std::max(batch_max_mem_offset, static_cast<int64_t>(mem_iter->second.mem_offset_));
@@ -690,7 +770,8 @@ Status GraphMemoryAssigner::ReAssignAtomicMemory(bool is_loop_graph) {
for (auto &iter_batch : connecting_output_atomic_nodes) { for (auto &iter_batch : connecting_output_atomic_nodes) {
mem_iter->second.mem_offset_ = batch_atomic_mem_start; mem_iter->second.mem_offset_ = batch_atomic_mem_start;
if (AssignConnectNetOutputAtomicMemory(iter_batch.second) != SUCCESS) { if (AssignConnectNetOutputAtomicMemory(iter_batch.second) != SUCCESS) {
GELOGE(FAILED, "Failed to assign memory of nodes that connect to netoutput.");
GELOGE(FAILED, "[Assign][Memory]for nodes that connect to netoutput failed."
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return FAILED; return FAILED;
} }
batch_max_mem_offset = std::max(batch_max_mem_offset, static_cast<int64_t>(mem_iter->second.mem_offset_)); batch_max_mem_offset = std::max(batch_max_mem_offset, static_cast<int64_t>(mem_iter->second.mem_offset_));
@@ -721,9 +802,10 @@ Status GraphMemoryAssigner::FilterAtomicNodesForMemoryAssign(
// If GetBool fail, is_reference is false. // If GetBool fail, is_reference is false.
(void) ge::AttrUtils::GetBool(peer_in_node_desc, ATTR_NAME_REFERENCE, is_reference); (void) ge::AttrUtils::GetBool(peer_in_node_desc, ATTR_NAME_REFERENCE, is_reference);
if (is_reference) { if (is_reference) {
std::string error = "Op" + FmtToStr(peer_in_node_desc->GetName()) +
" cannot have both atomic and is_reference attribute.";
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "Op:%s cannot have both atomic and is_reference attribute, "
"not support now", peer_in_node_desc->GetName().c_str());
GELOGE(FAILED, "[Check][Attr]Op:%s cannot have both atomic and is_reference attribute, "
"not support now", peer_in_node_desc->GetName().c_str());
return ge::PARAM_INVALID; return ge::PARAM_INVALID;
} }


@@ -761,7 +843,7 @@ Status GraphMemoryAssigner::AssignAtomicOutputAndWorkspaceMemory(const ge::NodeP
// Assign atomic node output memory // Assign atomic node output memory
Status ret = AssignAtomicOutputMemory(node, mem_offset_end); Status ret = AssignAtomicOutputMemory(node, mem_offset_end);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "Failed to assign atomic output memory, node is %s.", node_op_desc->GetName().c_str());
GELOGE(ret, "[Assign][Memory:Ouput:Atomic]Failed for node:%s.", node_op_desc->GetName().c_str());
return ret; return ret;
} }


@@ -781,7 +863,7 @@ Status GraphMemoryAssigner::AssignAtomicOutputAndWorkspaceMemory(const ge::NodeP
ret = AssignOrdinaryAtomicWorkspaceMemory(node_op_desc, atomic_workspace_info, mem_offset_end); ret = AssignOrdinaryAtomicWorkspaceMemory(node_op_desc, atomic_workspace_info, mem_offset_end);
} }
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "Assign atomic workspace memory failed, node is %s.", node_op_desc->GetName().c_str());
GELOGE(ret, "[Assign][Memory:Atomic:Workspace]fail for node:%s.", node_op_desc->GetName().c_str());
return ret; return ret;
} }
} else { } else {
@@ -794,8 +876,11 @@ Status GraphMemoryAssigner::AssignAtomicOutputAndWorkspaceMemory(const ge::NodeP
Status GraphMemoryAssigner::AssignConnectNetOutputAtomicMemory(vector<NodePtr> &connect_netoutput_nodes) { Status GraphMemoryAssigner::AssignConnectNetOutputAtomicMemory(vector<NodePtr> &connect_netoutput_nodes) {
auto iter = memory_offset_.find(RT_MEMORY_HBM); auto iter = memory_offset_.find(RT_MEMORY_HBM);
if (iter == memory_offset_.end()) { if (iter == memory_offset_.end()) {
std::string error = "Memory offset does not have memory type" + FmtToStr(RT_MEMORY_HBM);
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "InnerData memory_offset_ does not have type[HBM], "
"not expected when AssignConnectNetOutputAtomicMemory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData]memory_offset_ does not have memory type[HBM]"
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return FAILED; return FAILED;
} }
for (auto &node : connect_netoutput_nodes) { for (auto &node : connect_netoutput_nodes) {
@@ -811,13 +896,14 @@ Status GraphMemoryAssigner::AssignConnectNetOutputAtomicMemory(vector<NodePtr> &
node->GetName().c_str(), node->GetOpDesc()->GetType().c_str(), original_atomic_mem_start); node->GetName().c_str(), node->GetOpDesc()->GetType().c_str(), original_atomic_mem_start);
vector<int64_t> mem_offset_end; vector<int64_t> mem_offset_end;
if (AssignAtomicOutputAndWorkspaceMemory(node, mem_offset_end) != SUCCESS) { if (AssignAtomicOutputAndWorkspaceMemory(node, mem_offset_end) != SUCCESS) {
GELOGE(FAILED, "Assign atomic output and workspace memory failed, node is %s.", node->GetName().c_str());
GELOGE(FAILED, "[Assign][Memory]output atomic mem and workspace mem, fail for node name is %s.",
node->GetName().c_str());
return FAILED; return FAILED;
} }


// All atomic nodes use atomic_addr_clean op independently, so we need to set the attr separately. // All atomic nodes use atomic_addr_clean op independently, so we need to set the attr separately.
if (SetIndependentAtomicAttr(node, original_atomic_mem_start, mem_offset_end, RT_MEMORY_HBM) != SUCCESS) { if (SetIndependentAtomicAttr(node, original_atomic_mem_start, mem_offset_end, RT_MEMORY_HBM) != SUCCESS) {
GELOGE(FAILED, "Failed to set atomic attr separately.");
GELOGE(FAILED, "[Set][Attr:IndependentAtomic]fail for node:%s", node->GetName().c_str());
return FAILED; return FAILED;
} }
} }
@@ -842,8 +928,11 @@ Status GraphMemoryAssigner::AssignReferenceMemory() {
vector<int64_t> output_list = out_op_desc->GetOutputOffset(); vector<int64_t> output_list = out_op_desc->GetOutputOffset();


if (out_op_desc->GetOutputsSize() > output_list.size()) { if (out_op_desc->GetOutputsSize() > output_list.size()) {
GELOGE(ge::FAILED, "The size %zu of node output desc is more than output_list's size %zu.",
out_op_desc->GetOutputsSize(), output_list.size());
REPORT_INNER_ERROR("E19999", "Output size:%zu more than output offset size:%zu, judge invalid in node:%s "
"when AssignReferenceMemory",
out_op_desc->GetOutputsSize(), output_list.size(), node->GetName().c_str());
GELOGE(ge::FAILED, "[Check][InnerData]Output size:%zu more than output offset size:%zu, invalid in node:%s",
out_op_desc->GetOutputsSize(), output_list.size(), node->GetName().c_str());
return ge::FAILED; return ge::FAILED;
} }


@@ -896,9 +985,12 @@ bool GraphMemoryAssigner::CheckInputIsSupportAtomic(const ge::NodePtr &node) {
} }
if ((peer_op_desc->GetType() == CONSTANTOP) || (peer_op_desc->GetType() == AIPP_DATA_TYPE) || if ((peer_op_desc->GetType() == CONSTANTOP) || (peer_op_desc->GetType() == AIPP_DATA_TYPE) ||
(peer_op_desc->GetType() == VARIABLE)) { (peer_op_desc->GetType() == VARIABLE)) {
std::string error = "Op" + FmtToStr(node->GetName()) + "'s peer out node" +
FmtToStr(peer_op_desc->GetName()) + " is invalid, Constant/AippData/Variable is not supported";
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "node(type:%s, name:%s) link to atomic node(name:%s), "
"this situation not supported now",
peer_op_desc->GetType().c_str(), peer_op_desc->GetName().c_str(), node->GetName().c_str());
GELOGE(ge::FAILED, "[Check][Link]node(type:%s, name:%s) link to atomic node(name:%s), "
"this situation not supported now",
peer_op_desc->GetType().c_str(), peer_op_desc->GetName().c_str(), node->GetName().c_str());
return false; return false;
} }
} }
@@ -918,22 +1010,27 @@ Status GraphMemoryAssigner::AssignAtomicOutputMemory(const ge::NodePtr &node, ve
// Check atomic output // Check atomic output
vector<int64_t> output_list = op_desc->GetOutputOffset(); vector<int64_t> output_list = op_desc->GetOutputOffset();
if (atomic_output_index.size() > output_list.size()) { if (atomic_output_index.size() > output_list.size()) {
std::string error = "Op" + FmtToStr(node->GetName()) +
"'s size of atomic_output_index is more than the size of output_list";
std::string error =
"Op:" + FmtToStr(node->GetName()) + "'s size:" + FmtToStr(atomic_output_index.size()) +
" of atomic_output_index is more than the size:" + FmtToStr(output_list.size()) + " of output_list";
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str()); GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
return ge::FAILED; return ge::FAILED;
} }
auto output_list_size = static_cast<int64_t>(output_list.size()); auto output_list_size = static_cast<int64_t>(output_list.size());
auto iter = memory_offset_.find(RT_MEMORY_HBM); auto iter = memory_offset_.find(RT_MEMORY_HBM);
if (iter == memory_offset_.end()) { if (iter == memory_offset_.end()) {
std::string error = "Memory offset does not have memory type" + FmtToStr(RT_MEMORY_HBM);
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "InnerData memory_offset_ does not have type[HBM], "
"not expected when AssignAtomicOutputMemory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData]memory_offset_ does not have memory type[HBM]"
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return FAILED; return FAILED;
} }
for (auto &output_index : atomic_output_index) { for (auto &output_index : atomic_output_index) {
if (output_index >= output_list_size) { if (output_index >= output_list_size) {
std::string error = "Op" + FmtToStr(node->GetName()) + "'s output index" + FmtToStr(output_index) +
" is more than the size" + FmtToStr(output_list_size) + " of output_list.";
std::string error =
"Op:" + FmtToStr(node->GetName()) + "'s atomic_output index:" + FmtToStr(output_index) +
" is more than the size:" + FmtToStr(output_list_size) + " of output_list.";
GE_ERRORLOG_AND_ERRORMSG(ge::PARAM_INVALID, error.c_str()); GE_ERRORLOG_AND_ERRORMSG(ge::PARAM_INVALID, error.c_str());
return ge::PARAM_INVALID; return ge::PARAM_INVALID;
} }
@@ -941,7 +1038,8 @@ Status GraphMemoryAssigner::AssignAtomicOutputMemory(const ge::NodePtr &node, ve
// If the input of the cascade op needs to clear the atomic addr, there is no need to clear it separately here // If the input of the cascade op needs to clear the atomic addr, there is no need to clear it separately here
bool is_assigned_mem = false; bool is_assigned_mem = false;
if (GetMemoryAssignmentStatus(node, output_index, is_assigned_mem) != SUCCESS) { if (GetMemoryAssignmentStatus(node, output_index, is_assigned_mem) != SUCCESS) {
GELOGE(ge::FAILED, "Failed to get memory assignment of node %s.", node->GetName().c_str());
GELOGE(ge::FAILED, "[Get][MemoryAssignmentStatus]fail for node %s, out_index:%ld",
node->GetName().c_str(), output_index);
return ge::FAILED; return ge::FAILED;
} }


@@ -981,8 +1079,9 @@ Status GraphMemoryAssigner::AssignAtomicOutputMemory(const ge::NodePtr &node, ve
Status GraphMemoryAssigner::GetMemoryAssignmentStatus(const ge::NodePtr &node, int64_t output_index, Status GraphMemoryAssigner::GetMemoryAssignmentStatus(const ge::NodePtr &node, int64_t output_index,
bool &is_mem_assigned) { bool &is_mem_assigned) {
if (static_cast<size_t>(output_index) >= node->GetAllOutDataAnchors().size()) { if (static_cast<size_t>(output_index) >= node->GetAllOutDataAnchors().size()) {
std::string error = "Op" + FmtToStr(node->GetName()) + "'s output index" + FmtToStr(output_index) +
" is more than the size of node's AllOutDataAnchors.";
std::string error =
"Op:" + FmtToStr(node->GetName()) + "'s output index:" + FmtToStr(output_index) +
" is more than the size:" + FmtToStr(node->GetAllOutDataAnchors().size()) + " of node's AllOutDataAnchors.";
GE_ERRORLOG_AND_ERRORMSG(ge::PARAM_INVALID, error.c_str()); GE_ERRORLOG_AND_ERRORMSG(ge::PARAM_INVALID, error.c_str());
return ge::PARAM_INVALID; return ge::PARAM_INVALID;
} }
@@ -1010,8 +1109,11 @@ Status GraphMemoryAssigner::AssignOrdinaryAtomicWorkspaceMemory(const ge::OpDesc
GELOGI("Begin to reassign normal atomic memory, node = %s.", op_desc->GetName().c_str()); GELOGI("Begin to reassign normal atomic memory, node = %s.", op_desc->GetName().c_str());
auto mem_type_iter = memory_offset_.find(RT_MEMORY_HBM); auto mem_type_iter = memory_offset_.find(RT_MEMORY_HBM);
if (mem_type_iter == memory_offset_.end()) { if (mem_type_iter == memory_offset_.end()) {
std::string error = "Memory offset does not have memory type" + FmtToStr(RT_MEMORY_HBM);
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "InnerData memory_offset_ does not have type[HBM], "
"not expected when AssignOrdinaryAtomicWorkspaceMemory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData]memory_offset_ does not have memory type[HBM]"
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return FAILED; return FAILED;
} }
vector<int64_t> workspace_vector = op_desc->GetWorkspace(); vector<int64_t> workspace_vector = op_desc->GetWorkspace();
@@ -1032,8 +1134,9 @@ Status GraphMemoryAssigner::AssignOrdinaryAtomicWorkspaceMemory(const ge::OpDesc
auto workspace_index = static_cast<uint64_t>(info_iter.first); auto workspace_index = static_cast<uint64_t>(info_iter.first);
auto workspace_size = info_iter.second; auto workspace_size = info_iter.second;
if (workspace_index >= workspace_vector.size()) { if (workspace_index >= workspace_vector.size()) {
std::string error = "The workspace index" + FmtToStr(workspace_index) +
" is more than the size" + FmtToStr(workspace_vector.size()) + " of workspace vector.";
std::string error = "The workspace index:" + FmtToStr(workspace_index) +
" is more than the size:" + FmtToStr(workspace_vector.size()) + " of workspace vector in op:" +
op_desc->GetName().c_str();
GE_ERRORLOG_AND_ERRORMSG(ge::PARAM_INVALID, error.c_str()); GE_ERRORLOG_AND_ERRORMSG(ge::PARAM_INVALID, error.c_str());
return ge::PARAM_INVALID; return ge::PARAM_INVALID;
} }
@@ -1063,8 +1166,11 @@ Status GraphMemoryAssigner::AssignFusionAtomicWorkspaceMemory(const ge::OpDescPt
GELOGI("Begin to reassign fusion atomic memory, node = %s.", op_desc->GetName().c_str()); GELOGI("Begin to reassign fusion atomic memory, node = %s.", op_desc->GetName().c_str());
auto mem_type_iter = memory_offset_.find(RT_MEMORY_HBM); auto mem_type_iter = memory_offset_.find(RT_MEMORY_HBM);
if (mem_type_iter == memory_offset_.end()) { if (mem_type_iter == memory_offset_.end()) {
std::string error = "Memory offset does not have memory type" + FmtToStr(RT_MEMORY_HBM);
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
REPORT_INNER_ERROR("E19999", "InnerData memory_offset_ does not have type[HBM], "
"not expected when AssignFusionAtomicWorkspaceMemory, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData]memory_offset_ does not have memory type[HBM]"
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
return FAILED; return FAILED;
} }
map<string, map<int64_t, int64_t>> sub_node_workspace_offset; map<string, map<int64_t, int64_t>> sub_node_workspace_offset;
@@ -1095,7 +1201,10 @@ Status GraphMemoryAssigner::AssignFusionAtomicWorkspaceMemory(const ge::OpDescPt
sub_node_workspace_offset.insert(std::make_pair(iter.first, index_offset)); sub_node_workspace_offset.insert(std::make_pair(iter.first, index_offset));
} }
if (!(op_desc->SetExtAttr(EXT_ATTR_ATOMIC_WORKSPACE_OFFSET, sub_node_workspace_offset))) { if (!(op_desc->SetExtAttr(EXT_ATTR_ATOMIC_WORKSPACE_OFFSET, sub_node_workspace_offset))) {
GELOGE(FAILED, "Set EXT_ATTR_ATOMIC_WORKSPACE_OFFSET failed, op name:%s.", op_desc->GetName().c_str());
REPORT_INNER_ERROR("E19999", "Set Attr:%s fail for node:%s when AssignFusionAtomicWorkspaceMemory",
EXT_ATTR_ATOMIC_WORKSPACE_OFFSET.c_str(), op_desc->GetName().c_str());
GELOGE(FAILED, "[Set][Attr:%s]fail for node:%s.",
EXT_ATTR_ATOMIC_WORKSPACE_OFFSET.c_str(), op_desc->GetName().c_str());
return FAILED; return FAILED;
} }


@@ -1106,7 +1215,7 @@ Status GraphMemoryAssigner::CheckOffset() {
std::map<std::string, std::string> anchor_to_symbol; std::map<std::string, std::string> anchor_to_symbol;
std::map<std::string, std::list<NodeIndexIO>> symbol_to_anchors; std::map<std::string, std::list<NodeIndexIO>> symbol_to_anchors;
if (GraphUtils::GetRefMapping(compute_graph_, symbol_to_anchors, anchor_to_symbol) != GRAPH_SUCCESS) { if (GraphUtils::GetRefMapping(compute_graph_, symbol_to_anchors, anchor_to_symbol) != GRAPH_SUCCESS) {
GELOGE(FAILED, "Get ref-mapping for graph %s failed.", compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Get][RefMapping]fail for graph %s", compute_graph_->GetName().c_str());
return FAILED; return FAILED;
} }
for (const ge::NodePtr &node : compute_graph_->GetAllNodes()) { for (const ge::NodePtr &node : compute_graph_->GetAllNodes()) {
@@ -1148,7 +1257,6 @@ Status GraphMemoryAssigner::CheckOffset() {
std::string error = "Invalid workspace" + FmtToStr(ge::kInvalidOffset) + std::string error = "Invalid workspace" + FmtToStr(ge::kInvalidOffset) +
+ " in node" + FmtToStr(node->GetName()); + " in node" + FmtToStr(node->GetName());
GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str()); GE_ERRORLOG_AND_ERRORMSG(FAILED, error.c_str());
GELOGE(FAILED, "Invalid workspace in node: %s workspace: %ld.", node->GetName().c_str(), ge::kInvalidOffset);
return FAILED; return FAILED;
} }
} }
@@ -1158,8 +1266,10 @@ Status GraphMemoryAssigner::CheckOffset() {


ge::Status GraphMemoryAssigner::SetInputOffset() { ge::Status GraphMemoryAssigner::SetInputOffset() {
if (memory_offset_.empty()) { if (memory_offset_.empty()) {
GELOGE(FAILED, "memory_offset_ is empty.");
return FAILED;
REPORT_INNER_ERROR("E19999", "InnerData memory_offset_ empty, not expected when SetInputOffset, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
GELOGE(FAILED, "[Check][InnerData:memory_offset_]empty is not expected, "
"graph_id:%u, graph_name:%s", compute_graph_->GetGraphID(), compute_graph_->GetName().c_str());
} }
for (auto pair : memory_offset_) { for (auto pair : memory_offset_) {
GEEVENT("[IMAS]AfterAssignMemory : %s memoffset[%zu], memtype[%ld]", compute_graph_->GetName().c_str(), GEEVENT("[IMAS]AfterAssignMemory : %s memoffset[%zu], memtype[%ld]", compute_graph_->GetName().c_str(),
@@ -1168,7 +1278,7 @@ ge::Status GraphMemoryAssigner::SetInputOffset() {


for (const ge::NodePtr &node : compute_graph_->GetAllNodes()) { for (const ge::NodePtr &node : compute_graph_->GetAllNodes()) {
if (UpdateOpInputOffset(node) != ge::SUCCESS) { if (UpdateOpInputOffset(node) != ge::SUCCESS) {
GELOGE(ge::FAILED, "Update op input offset failed");
GELOGE(ge::FAILED, "[Update][Offset:Input]fail for op:%s", node->GetName().c_str());
return ge::FAILED; return ge::FAILED;
} }
} }
@@ -1316,12 +1426,12 @@ ge::Status GraphMemoryAssigner::UpdateOpInputOffset(const NodePtr &node) const {
} }
} else if (node->GetType() == DATA_TYPE) { } else if (node->GetType() == DATA_TYPE) {
if (UpdateConstArgsOffset(node, input_list) != SUCCESS) { if (UpdateConstArgsOffset(node, input_list) != SUCCESS) {
GELOGE(FAILED, "Update data: %s args offset failed.", node->GetName().c_str());
GELOGE(FAILED, "[Update][Offset:Input:Const]fail for node:%s ", node->GetName().c_str());
return FAILED; return FAILED;
} }
} else { } else {
if (UpdateOpInputOffset(node, input_list) != SUCCESS) { if (UpdateOpInputOffset(node, input_list) != SUCCESS) {
GELOGE(FAILED, "Update node: %s input offset failed.", node->GetName().c_str());
GELOGE(FAILED, "[Update][Offset:Input]fail for node:%s", node->GetName().c_str());
return FAILED; return FAILED;
} }
} }
@@ -1361,7 +1471,7 @@ Status GraphMemoryAssigner::SetIndependentAtomicAttr(const ge::NodePtr &node, in
peer_out_node_desc->GetName().c_str(), peer_out_node_desc->GetType().c_str()); peer_out_node_desc->GetName().c_str(), peer_out_node_desc->GetType().c_str());
if (peer_out_node_desc->GetType() == ATOMICADDRCLEAN) { if (peer_out_node_desc->GetType() == ATOMICADDRCLEAN) {
if (SetAtomicCleanAttr(peer_out_node, memory_offset_start, memory_offset_size, memory_type) != SUCCESS) { if (SetAtomicCleanAttr(peer_out_node, memory_offset_start, memory_offset_size, memory_type) != SUCCESS) {
GELOGE(FAILED, "Set atomic clean attr failed.");
GELOGE(FAILED, "[Set][AtomicCleanAttr]fail for node:%s", peer_out_node->GetName().c_str());
return FAILED; return FAILED;
} }
} }
@@ -1387,7 +1497,10 @@ ge::Status GraphMemoryAssigner::SetAtomicCleanAttr(const NodePtr &node, const ve
(void) ge::AttrUtils::GetListInt(node_op_desc, ATTR_NAME_AUTOMIC_ADD_START, mem_start_vector); (void) ge::AttrUtils::GetListInt(node_op_desc, ATTR_NAME_AUTOMIC_ADD_START, mem_start_vector);
mem_start_vector.insert(mem_start_vector.end(), atomic_mem_start.begin(), atomic_mem_start.end()); mem_start_vector.insert(mem_start_vector.end(), atomic_mem_start.begin(), atomic_mem_start.end());
GE_CHK_BOOL_EXEC(ge::AttrUtils::SetListInt(node_op_desc, ATTR_NAME_AUTOMIC_ADD_START, mem_start_vector), GE_CHK_BOOL_EXEC(ge::AttrUtils::SetListInt(node_op_desc, ATTR_NAME_AUTOMIC_ADD_START, mem_start_vector),
GELOGE(FAILED, "SetListInt failed.");
REPORT_INNER_ERROR("E19999", "Set Attr:%s failed when SetAtomicCleanAttr, op_name:%s",
ATTR_NAME_AUTOMIC_ADD_START.c_str(), node_op_desc->GetName().c_str());
GELOGE(FAILED, "[Set][Attr:%s]fail for op_name:%s",
ATTR_NAME_AUTOMIC_ADD_START.c_str(), node_op_desc->GetName().c_str());
return FAILED); return FAILED);


std::vector<int64_t> mem_size_vector; std::vector<int64_t> mem_size_vector;
@@ -1395,7 +1508,10 @@ ge::Status GraphMemoryAssigner::SetAtomicCleanAttr(const NodePtr &node, const ve
(void) ge::AttrUtils::GetListInt(node_op_desc, ATTR_NAME_AUTOMIC_ADD_MEM_SIZE, mem_size_vector); (void) ge::AttrUtils::GetListInt(node_op_desc, ATTR_NAME_AUTOMIC_ADD_MEM_SIZE, mem_size_vector);
mem_size_vector.insert(mem_size_vector.end(), atomic_mem_size.begin(), atomic_mem_size.end()); mem_size_vector.insert(mem_size_vector.end(), atomic_mem_size.begin(), atomic_mem_size.end());
GE_CHK_BOOL_EXEC(ge::AttrUtils::SetListInt(node_op_desc, ATTR_NAME_AUTOMIC_ADD_MEM_SIZE, mem_size_vector), GE_CHK_BOOL_EXEC(ge::AttrUtils::SetListInt(node_op_desc, ATTR_NAME_AUTOMIC_ADD_MEM_SIZE, mem_size_vector),
GELOGE(FAILED, "SetListInt failed.");
REPORT_INNER_ERROR("E19999", "Set Attr:%s failed when SetAtomicCleanAttr, op_name:%s",
ATTR_NAME_AUTOMIC_ADD_MEM_SIZE.c_str(), node_op_desc->GetName().c_str());
GELOGE(FAILED, "[Set][Attr:%s]fail for op_name:%s",
ATTR_NAME_AUTOMIC_ADD_MEM_SIZE.c_str(), node_op_desc->GetName().c_str());
return FAILED); return FAILED);


std::stringstream ss; std::stringstream ss;
@@ -1437,12 +1553,14 @@ ge::Status GraphMemoryAssigner::GetNodeListMemoryType(const vector<NodePtr> &nod
// In the dynamic batch scenario, the memory attributes of nodes are the same. // In the dynamic batch scenario, the memory attributes of nodes are the same.
for (auto &n : nodes) { for (auto &n : nodes) {
if (mem_reuse_model == kVirtualInputNodeMemoryReuse) { if (mem_reuse_model == kVirtualInputNodeMemoryReuse) {
GE_CHK_STATUS_RET(GetNodeMemoryType(n, memory_type, "input"), "Get node memory type failed.")
GE_CHK_STATUS_RET(GetNodeMemoryType(n, memory_type, "input"),
"[Get][MemType:input]fail for node:%s", n->GetName().c_str())
break; break;
} }


if (mem_reuse_model == kVirtualOutputNodeMemoryReuse) { if (mem_reuse_model == kVirtualOutputNodeMemoryReuse) {
GE_CHK_STATUS_RET(GetNodeMemoryType(n, memory_type, "output"), "Get node memory type failed.");
GE_CHK_STATUS_RET(GetNodeMemoryType(n, memory_type, "output"),
"[Get][MemType:output]fail for node:%s", n->GetName().c_str())
break; break;
} }
} }
@@ -1478,7 +1596,7 @@ ge::Status GraphMemoryAssigner::GetNodeMemoryType(const NodePtr &node, int64_t &
} }


if (!CheckContinuousMemType(mem_type_list)) { if (!CheckContinuousMemType(mem_type_list)) {
GELOGE(FAILED, "Check continuous memory type failed.");
GELOGE(FAILED, "[Check][MemType:Continuous]fail for node:%s", node->GetName().c_str());
return FAILED; return FAILED;
} }
// It is continuous memory and memory type is the same, so use the first memory. // It is continuous memory and memory type is the same, so use the first memory.
@@ -1526,7 +1644,11 @@ ge::Status GraphMemoryAssigner::GetAllRef(const NodePtr &node, map<int32_t, int3
if (node->GetInDataAnchor(reuse_in_index) != nullptr) { if (node->GetInDataAnchor(reuse_in_index) != nullptr) {
out2ins.emplace(out_data_anchor->GetIdx(), reuse_in_index); out2ins.emplace(out_data_anchor->GetIdx(), reuse_in_index);
} else { } else {
GELOGE(FAILED, "Invalid reuse_input value %d on output %d of node %s, please check attr reuse_input",
REPORT_INNER_ERROR("E19999", "Invalid reuse_input value %d on output %d of node %s, "
"please check attr reuse_input",
reuse_in_index, out_data_anchor->GetIdx(), node->GetName().c_str());
GELOGE(FAILED, "[Check][Attr]Invalid reuse_input value %d on output %d of node %s, "
"please check attr reuse_input",
reuse_in_index, out_data_anchor->GetIdx(), node->GetName().c_str()); reuse_in_index, out_data_anchor->GetIdx(), node->GetName().c_str());
return FAILED; return FAILED;
} }
@@ -1549,7 +1671,7 @@ bool GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcessDirectly(
auto continuous_type = iter->second; auto continuous_type = iter->second;
bool continuous_input = ((continuous_type & kTypeInput) != 0) || ((continuous_type & kTypeInputNoPadding) != 0); bool continuous_input = ((continuous_type & kTypeInput) != 0) || ((continuous_type & kTypeInputNoPadding) != 0);
if (continuous_input) { if (continuous_input) {
GELOGI("Node %s 's precursor node %s need assign continuous input memory, store node firstly.",
GELOGI("Node %s 's precursor node %s need assign continuous input memory, store node firstly",
input_continuous_node->GetName().c_str(), in_node->GetName().c_str()); input_continuous_node->GetName().c_str(), in_node->GetName().c_str());
return false; return false;
} }
@@ -1559,7 +1681,7 @@ bool GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcessDirectly(
node_2_continuous_type.emplace(out_node, continuous_type); node_2_continuous_type.emplace(out_node, continuous_type);
bool continuous_input = ((continuous_type & kTypeInput) != 0) || ((continuous_type & kTypeInputNoPadding) != 0); bool continuous_input = ((continuous_type & kTypeInput) != 0) || ((continuous_type & kTypeInputNoPadding) != 0);
if (continuous_input) { if (continuous_input) {
GELOGI("Node %s 's succeed node %s need assign continuous input memory, store node firstly.",
GELOGI("Node %s 's succeed node %s need assign continuous input memory, store node firstly",
input_continuous_node->GetName().c_str(), out_node->GetName().c_str()); input_continuous_node->GetName().c_str(), out_node->GetName().c_str());
return false; return false;
} }
@@ -1575,11 +1697,12 @@ ge::Status GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcess(con
int64_t mem_clean_size = 0; int64_t mem_clean_size = 0;
int64_t memory_type = RT_MEMORY_HBM; int64_t memory_type = RT_MEMORY_HBM;


GE_CHK_STATUS_RET(GetNodeMemoryType(input_continuous_node, memory_type, "input"), "Get node memory type failed.");
GE_CHK_STATUS_RET(GetNodeMemoryType(input_continuous_node, memory_type, "input"),
"[Get][MemType]fail for node:%s", input_continuous_node->GetName().c_str());
auto ret = AssignContinuousInputMemory(input_continuous_node, mem_clean_start, mem_clean_size, memory_type, auto ret = AssignContinuousInputMemory(input_continuous_node, mem_clean_start, mem_clean_size, memory_type,
continuous_type, reverse_refresh); continuous_type, reverse_refresh);
if (ret != ge::SUCCESS) { if (ret != ge::SUCCESS) {
GELOGE(ret, "Assign continuous input memory failed!");
GELOGE(ret, "[Assign][Memory:Input:continuous]fail for node:%s", input_continuous_node->GetName().c_str());
return ret; return ret;
} }


@@ -1590,7 +1713,6 @@ ge::Status GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcess(con
if (!input_indexes.empty() && input_indexes[0] == kAllInputAddrIsAtomic) { if (!input_indexes.empty() && input_indexes[0] == kAllInputAddrIsAtomic) {
// check whether there is an atomic conflict between the current node and the peer out node // check whether there is an atomic conflict between the current node and the peer out node
if (!CheckInputIsSupportAtomic(input_continuous_node)) { if (!CheckInputIsSupportAtomic(input_continuous_node)) {
GELOGE(ge::FAILED, "There is an atomic conflict between the current node and the peer out node, not supported!");
return ge::FAILED; return ge::FAILED;
} }


@@ -1602,7 +1724,7 @@ ge::Status GraphMemoryAssigner::AssignContinuousInputMemoryWithAtomicProcess(con
if (peer_out_node->GetType() == ATOMICADDRCLEAN) { if (peer_out_node->GetType() == ATOMICADDRCLEAN) {
ret = SetAtomicCleanAttr(peer_out_node, {mem_clean_start}, {mem_clean_size}, memory_type); ret = SetAtomicCleanAttr(peer_out_node, {mem_clean_start}, {mem_clean_size}, memory_type);
if (ret != SUCCESS) { if (ret != SUCCESS) {
GELOGE(ret, "Failed to set attr for atomic addr clean node %s.", peer_out_node->GetName().c_str());
GELOGE(ret, "[Set][AtomicCleanAttr]fail for node:%s", peer_out_node->GetName().c_str());
return ret; return ret;
} }
} }


+ 42
- 41
ge/graph/manager/graph_caching_allocator.cc View File

@@ -40,7 +40,7 @@ static bool BlockComparator(const Block *left, const Block *right) {
} }


bool CanMerge(Block *block) { bool CanMerge(Block *block) {
if (block == nullptr || block->allocated || !block->IsSplit()) {
if ((block == nullptr) || block->allocated || !block->IsSplit()) {
return false; return false;
} }
return true; return true;
@@ -52,7 +52,7 @@ size_t GetBinIndex(size_t size) {
if (size <= range) { if (size <= range) {
break; break;
} }
++index;
index++;
} }
if (index > kNumBins - 1) { if (index > kNumBins - 1) {
index = kNumBins - 1; index = kNumBins - 1;
@@ -87,25 +87,25 @@ bool ShouldSplit(const Block *block, size_t size) {


void IncreaseCount(std::map<size_t, size_t> &count, size_t size) { void IncreaseCount(std::map<size_t, size_t> &count, size_t size) {
auto it = count.find(size); auto it = count.find(size);
if (it != count.end()) {
it->second++;
} else {
if (it == count.end()) {
count.emplace(size, 1); count.emplace(size, 1);
} else {
it->second++;
} }
} }


CachingAllocator::CachingAllocator(rtMemType_t memory_type) : memory_type_(memory_type), memory_allocator_(nullptr) { CachingAllocator::CachingAllocator(rtMemType_t memory_type) : memory_type_(memory_type), memory_allocator_(nullptr) {
for (uint32_t i = 0; i < kNumBins; ++i) {
for (uint32_t i = 0; i < kNumBins; i++) {
free_block_bins_[i] = nullptr; free_block_bins_[i] = nullptr;
} }
} }


Status CachingAllocator::Initialize(uint32_t device_id) { Status CachingAllocator::Initialize(uint32_t device_id) {
GELOGI("Device id %u.", device_id);
GELOGI("Device id %u", device_id);
// when redo Initialize free old memory // when redo Initialize free old memory
FreeBlocks(); FreeBlocks();
std::lock_guard<std::recursive_mutex> lock(mutex_); std::lock_guard<std::recursive_mutex> lock(mutex_);
for (uint32_t i = 0; i < kNumBins; ++i) {
for (uint32_t i = 0; i < kNumBins; i++) {
if (free_block_bins_[i] != nullptr) { if (free_block_bins_[i] != nullptr) {
continue; continue;
} }
@@ -124,26 +124,26 @@ Status CachingAllocator::Initialize(uint32_t device_id) {
} }


void CachingAllocator::Finalize(uint32_t device_id) { void CachingAllocator::Finalize(uint32_t device_id) {
GELOGI("Device id %u.", device_id);
GELOGI("Device id %u", device_id);
PrintStatics(); PrintStatics();
FreeBlocks(); FreeBlocks();
FreeBlockBins(); FreeBlockBins();
} }


uint8_t *CachingAllocator::Malloc(size_t size, uint8_t *org_ptr, uint32_t device_id) { uint8_t *CachingAllocator::Malloc(size_t size, uint8_t *org_ptr, uint32_t device_id) {
GELOGI("Start malloc pool memory, size = %zu, device id = %u.", size, device_id);
uint8_t *ptr = nullptr;
GELOGI("Start malloc pool memory, size = %zu, device id = %u", size, device_id);
size = GetBlockSize(size); size = GetBlockSize(size);
uint8_t *ptr = nullptr;
Block *block = FindFreeBlock(size, org_ptr, device_id); Block *block = FindFreeBlock(size, org_ptr, device_id);
if (block != nullptr) {
ptr = block->ptr;
} else {
if (block == nullptr) {
if (ge::SUCCESS == TryExtendCache(size, device_id)) { if (ge::SUCCESS == TryExtendCache(size, device_id)) {
block = FindFreeBlock(size, org_ptr, device_id); block = FindFreeBlock(size, org_ptr, device_id);
if (block != nullptr) { if (block != nullptr) {
ptr = block->ptr; ptr = block->ptr;
} }
} }
} else {
ptr = block->ptr;
} }
if (ptr == nullptr) { if (ptr == nullptr) {
GELOGE(FAILED, "Malloc failed device id = %u, size= %zu", device_id, size); GELOGE(FAILED, "Malloc failed device id = %u, size= %zu", device_id, size);
@@ -152,7 +152,7 @@ uint8_t *CachingAllocator::Malloc(size_t size, uint8_t *org_ptr, uint32_t device
} }


Status CachingAllocator::Free(uint8_t *ptr, uint32_t device_id) { Status CachingAllocator::Free(uint8_t *ptr, uint32_t device_id) {
GELOGI("Free device id = %u.", device_id);
GELOGI("Free device id = %u", device_id);
if (ptr == nullptr) { if (ptr == nullptr) {
GELOGE(PARAM_INVALID, "Invalid memory pointer"); GELOGE(PARAM_INVALID, "Invalid memory pointer");
return ge::PARAM_INVALID; return ge::PARAM_INVALID;
@@ -171,10 +171,10 @@ Status CachingAllocator::Free(uint8_t *ptr, uint32_t device_id) {
} }


void CachingAllocator::FreeBlock(Block *block) { void CachingAllocator::FreeBlock(Block *block) {
if (block == nullptr || !block->allocated) {
if ((block == nullptr) || !block->allocated) {
return; return;
} }
GELOGI("Free block size = %zu.", block->size);
GELOGI("Free block size = %zu", block->size);


std::lock_guard<std::recursive_mutex> lock(mutex_); std::lock_guard<std::recursive_mutex> lock(mutex_);
block->allocated = false; block->allocated = false;
@@ -187,7 +187,7 @@ void CachingAllocator::FreeBlock(Block *block) {
} }


void CachingAllocator::MergeBlocks(Block *dst, Block *src, BlockBin &bin) { void CachingAllocator::MergeBlocks(Block *dst, Block *src, BlockBin &bin) {
if (!CanMerge(dst) || !CanMerge(src)) {
if (!CanMerge(src) || !CanMerge(dst)) {
return; return;
} }


@@ -227,7 +227,7 @@ Block *CachingAllocator::FindFreeBlock(size_t size, uint8_t *org_ptr, uint32_t d
Block *block = *it; Block *block = *it;
bin->erase(it); bin->erase(it);
if (block != nullptr) { if (block != nullptr) {
GELOGI("Find block size = %zu.", block->size);
GELOGI("Find block size = %zu", block->size);
if (ShouldSplit(block, size)) { if (ShouldSplit(block, size)) {
block = SplitBlock(block, size, *bin, device_id); block = SplitBlock(block, size, *bin, device_id);
} }
@@ -235,7 +235,7 @@ Block *CachingAllocator::FindFreeBlock(size_t size, uint8_t *org_ptr, uint32_t d
if (block->ptr != nullptr) { if (block->ptr != nullptr) {
block->allocated = true; block->allocated = true;
allocated_blocks_[block->ptr] = block; allocated_blocks_[block->ptr] = block;
GELOGI("Malloc device id = %u, size= %zu.", device_id, size);
GELOGI("Malloc device id = %u, size= %zu", device_id, size);
} }
} }


@@ -265,7 +265,7 @@ Block *CachingAllocator::SplitBlock(Block *block, size_t size, BlockBin &bin, ui
} }


Status CachingAllocator::TryExtendCache(size_t size, uint32_t device_id) { Status CachingAllocator::TryExtendCache(size_t size, uint32_t device_id) {
GELOGI("Try to extend cache. size = %zu, device id = %u.", size, device_id);
GELOGI("Try to extend cache. size = %zu, device id = %u", size, device_id);
auto memory_size = GetAllocationSize(size); auto memory_size = GetAllocationSize(size);
const std::string purpose = "Memory for caching."; const std::string purpose = "Memory for caching.";
auto memory_addr = memory_allocator_->MallocMemory(purpose, memory_size, device_id); auto memory_addr = memory_allocator_->MallocMemory(purpose, memory_size, device_id);
@@ -302,7 +302,7 @@ Status CachingAllocator::AddToBlockBin(uint8_t *ptr, size_t size, uint32_t devic
return ge::FAILED; return ge::FAILED;
} }


GELOGI("Block size = %zu.", size);
GELOGI("Block size = %zu", size);
block->ptr = ptr; block->ptr = ptr;
block->size = size; block->size = size;


@@ -313,10 +313,10 @@ Status CachingAllocator::AddToBlockBin(uint8_t *ptr, size_t size, uint32_t devic
} }


size_t CachingAllocator::FreeCachedBlocks() { size_t CachingAllocator::FreeCachedBlocks() {
GELOGI("Free cached blocks.");
GELOGI("Free cached blocks");
std::lock_guard<std::recursive_mutex> lock(mutex_); std::lock_guard<std::recursive_mutex> lock(mutex_);
size_t free_cached_memory_size = 0; size_t free_cached_memory_size = 0;
for (uint32_t i = 0; i < kNumBins; ++i) {
for (uint32_t i = 0; i < kNumBins; i++) {
auto pool = free_block_bins_[i]; auto pool = free_block_bins_[i];
if (pool == nullptr) { if (pool == nullptr) {
continue; continue;
@@ -324,7 +324,8 @@ size_t CachingAllocator::FreeCachedBlocks() {
for (auto it = pool->begin(); it != pool->end();) { for (auto it = pool->begin(); it != pool->end();) {
Block *block = *it; Block *block = *it;
// free block memory that has not been split // free block memory that has not been split
if ((block != nullptr) && (block->ptr != nullptr) && (block->prev == nullptr) && (block->next == nullptr) &&
if ((block != nullptr) && (block->ptr != nullptr) &&
(block->prev == nullptr) && (block->next == nullptr) &&
(memory_allocator_->FreeMemory(block->ptr) == ge::SUCCESS)) { (memory_allocator_->FreeMemory(block->ptr) == ge::SUCCESS)) {
auto itcount = malloced_memory_.find(block->size); auto itcount = malloced_memory_.find(block->size);
free_cached_memory_size += block->size; free_cached_memory_size += block->size;
@@ -345,7 +346,7 @@ size_t CachingAllocator::FreeCachedBlocks() {
} }


void CachingAllocator::FreeBlocks() { void CachingAllocator::FreeBlocks() {
GELOGI("Free blocks");
GELOGI("Free blocks.");
std::lock_guard<std::recursive_mutex> lock(mutex_); std::lock_guard<std::recursive_mutex> lock(mutex_);
// free allocated blocks and put to cache // free allocated blocks and put to cache
for (auto &it : allocated_blocks_) { for (auto &it : allocated_blocks_) {
@@ -356,9 +357,9 @@ void CachingAllocator::FreeBlocks() {
} }


void CachingAllocator::FreeBlockBins() { void CachingAllocator::FreeBlockBins() {
GELOGI("Free block bins");
GELOGI("Free block bins.");
std::lock_guard<std::recursive_mutex> lock(mutex_); std::lock_guard<std::recursive_mutex> lock(mutex_);
for (uint32_t i = 0; i < kNumBins; ++i) {
for (uint32_t i = 0; i < kNumBins; i++) {
if (free_block_bins_[i] != nullptr) { if (free_block_bins_[i] != nullptr) {
delete free_block_bins_[i]; delete free_block_bins_[i];
free_block_bins_[i] = nullptr; free_block_bins_[i] = nullptr;
@@ -367,9 +368,9 @@ void CachingAllocator::FreeBlockBins() {
} }


void PrintCount(std::map<size_t, size_t> &count, const std::string &name, size_t total_size, size_t total_count) { void PrintCount(std::map<size_t, size_t> &count, const std::string &name, size_t total_size, size_t total_count) {
GELOGI("%6s total[size:%10zu count:%10zu]", name.c_str(), total_size, total_count);
GELOGI("%6s total[size:%10zu count:%10zu].", name.c_str(), total_size, total_count);
for (auto &it : count) { for (auto &it : count) {
GELOGI(" |- block[size:%10zu count:%10zu]", it.first, it.second);
GELOGI(" |- block[size:%10zu count:%10zu].", it.first, it.second);
} }
} }


@@ -383,20 +384,20 @@ void CachingAllocator::PrintStatics() {
size_t total_free_count = 0; size_t total_free_count = 0;
size_t total_malloc_size = 0; size_t total_malloc_size = 0;
size_t total_malloc_count = 0; size_t total_malloc_count = 0;
std::map<size_t, size_t> using_block;
std::map<size_t, size_t> free_block;
std::map<size_t, size_t> malloc_block;
std::map<size_t, size_t> using_block_stat;
std::map<size_t, size_t> free_block_stat;
std::map<size_t, size_t> malloc_block_stat;
do { do {
std::lock_guard<std::recursive_mutex> lock(mutex_); std::lock_guard<std::recursive_mutex> lock(mutex_);
for (uint32_t i = 0; i < kNumBins; ++i) {
for (uint32_t i = 0; i < kNumBins; i++) {
auto pool = free_block_bins_[i]; auto pool = free_block_bins_[i];
if (pool == nullptr) { if (pool == nullptr) {
continue; continue;
} }
for (auto it = pool->begin(); it != pool->end(); ++it) {
for (auto it = pool->begin(); it != pool->end(); it++) {
if ((*it) != nullptr) { if ((*it) != nullptr) {
total_free_size += (*it)->size; total_free_size += (*it)->size;
IncreaseCount(free_block, (*it)->size);
IncreaseCount(free_block_stat, (*it)->size);
total_free_count++; total_free_count++;
} }
} }
@@ -405,7 +406,7 @@ void CachingAllocator::PrintStatics() {
for (auto &it : allocated_blocks_) { for (auto &it : allocated_blocks_) {
if (it.second != nullptr) { if (it.second != nullptr) {
total_using_size += it.second->size; total_using_size += it.second->size;
IncreaseCount(using_block, it.second->size);
IncreaseCount(using_block_stat, it.second->size);
total_using_count++; total_using_count++;
} }
} }
@@ -413,12 +414,12 @@ void CachingAllocator::PrintStatics() {
for (auto &it : malloced_memory_) { for (auto &it : malloced_memory_) {
total_malloc_size += it.first * it.second; total_malloc_size += it.first * it.second;
total_malloc_count += it.second; total_malloc_count += it.second;
malloc_block[it.first] = it.second;
malloc_block_stat[it.first] = it.second;
} }
} while (0); } while (0);


PrintCount(malloc_block, "Malloc", total_malloc_size, total_malloc_count);
PrintCount(using_block, "Using", total_using_size, total_using_count);
PrintCount(free_block, "Free", total_free_size, total_free_count);
PrintCount(malloc_block_stat, "Malloc", total_malloc_size, total_malloc_count);
PrintCount(using_block_stat, "Using", total_using_size, total_using_count);
PrintCount(free_block_stat, "Free", total_free_size, total_free_count);
} }
} // namespace ge } // namespace ge

+ 4
- 3
inc/framework/common/debug/ge_log.h View File

@@ -56,9 +56,10 @@ inline bool IsLogEnable(int module_name, int log_level) {
return (enable == 1); return (enable == 1);
} }


#define GELOGE(ERROR_CODE, fmt, ...) \
dlog_error(GE_MODULE_NAME, "%lu %s: ErrorNo: %d(%s) " fmt, GeLog::GetTid(), __FUNCTION__, ERROR_CODE, \
((GE_GET_ERRORNO_STR(ERROR_CODE)).c_str()), ##__VA_ARGS__)
#define GELOGE(ERROR_CODE, fmt, ...) \
dlog_error(GE_MODULE_NAME, "%lu %s: ErrorNo: %d(%s) %s" fmt, GeLog::GetTid(), __FUNCTION__, ERROR_CODE, \
((GE_GET_ERRORNO_STR(ERROR_CODE)).c_str()), ErrorManager::GetInstance().GetLogHeader().c_str(), \
##__VA_ARGS__)
#define GELOGW(fmt, ...) \ #define GELOGW(fmt, ...) \
if (IsLogEnable(GE_MODULE_NAME, DLOG_WARN)) \ if (IsLogEnable(GE_MODULE_NAME, DLOG_WARN)) \
dlog_warn(GE_MODULE_NAME, "%lu %s:" fmt, GeLog::GetTid(), __FUNCTION__, ##__VA_ARGS__) dlog_warn(GE_MODULE_NAME, "%lu %s:" fmt, GeLog::GetTid(), __FUNCTION__, ##__VA_ARGS__)


+ 4
- 4
inc/framework/common/debug/log.h View File

@@ -255,10 +255,10 @@
exec_expr1; \ exec_expr1; \
} }


#define GE_ERRORLOG_AND_ERRORMSG(_status, errormsg) \
{ \
GELOGE(_status, "%s", errormsg); \
ErrorManager::GetInstance().ATCReportErrMessage("E19021", {"reason"}, {errormsg}); \
#define GE_ERRORLOG_AND_ERRORMSG(_status, errormsg) \
{ \
GELOGE(_status, "[Check][InnerData]%s", errormsg); \
REPORT_INNER_ERROR("E19999", "%s", errormsg); \
} }


#define GE_WARNINGLOG_AND_ERRORMSG(errormsg) \ #define GE_WARNINGLOG_AND_ERRORMSG(errormsg) \


+ 6
- 6
inc/framework/common/util.h View File

@@ -113,12 +113,12 @@
} while (0) } while (0)


// Check if the parameter is null. If yes, return PARAM_INVALID and record the error // Check if the parameter is null. If yes, return PARAM_INVALID and record the error
#define GE_CHECK_NOTNULL(val) \
do { \
if (val == nullptr) { \
DOMI_LOGE("param[%s] must not be null.", #val); \
return ge::PARAM_INVALID; \
} \
#define GE_CHECK_NOTNULL(val) \
do { \
if (val == nullptr) { \
DOMI_LOGE("[Check][Param:%s]null is invalid when %s.", #val, __FUNCTION__); \
return ge::PARAM_INVALID; \
} \
} while (0) } while (0)


// Check if the parameter is null. If yes, just return and record the error // Check if the parameter is null. If yes, just return and record the error


+ 1
- 1
metadef

@@ -1 +1 @@
Subproject commit deebd59d7ea015d7907db525596213492fe021b0
Subproject commit eef990b3d8669065a969dfa6b1097eac09d601d4

+ 1
- 1
parser

@@ -1 +1 @@
Subproject commit eb4d9f3aa4cd0b567e3af6149e48ca2b15a3339e
Subproject commit 34464de38871aa46b0c7043798f96d340684a8cf

+ 3
- 2
tests/ut/common/graph/CMakeLists.txt View File

@@ -38,6 +38,7 @@ include_directories(${GE_CODE_DIR}/metadef/inc)
include_directories(${GE_CODE_DIR}/metadef/inc/graph) include_directories(${GE_CODE_DIR}/metadef/inc/graph)
include_directories(${GE_CODE_DIR}/metadef/inc/common) include_directories(${GE_CODE_DIR}/metadef/inc/common)
include_directories(${GE_CODE_DIR}/metadef/third_party) include_directories(${GE_CODE_DIR}/metadef/third_party)
include_directories(${GE_CODE_DIR}/metadef/third_party/transformer/inc)
include_directories(${GE_CODE_DIR}/third_party/fwkacllib/inc) include_directories(${GE_CODE_DIR}/third_party/fwkacllib/inc)
include_directories(${GE_CODE_DIR}/third_party/fwkacllib/inc/ops) include_directories(${GE_CODE_DIR}/third_party/fwkacllib/inc/ops)
include_directories(${CMAKE_BINARY_DIR}) include_directories(${CMAKE_BINARY_DIR})
@@ -98,8 +99,8 @@ set(SRC_FILES
"${GE_CODE_DIR}/metadef/graph/utils/transformer_utils.cc" "${GE_CODE_DIR}/metadef/graph/utils/transformer_utils.cc"
"${GE_CODE_DIR}/metadef/graph/runtime_inference_context.cc" "${GE_CODE_DIR}/metadef/graph/runtime_inference_context.cc"
"${GE_CODE_DIR}/metadef/graph/ref_relation.cc" "${GE_CODE_DIR}/metadef/graph/ref_relation.cc"
"${GE_CODE_DIR}/metadef/third_party/transformer/src/transfer_shape_according_to_format.cpp"
"${GE_CODE_DIR}/metadef/third_party/transformer/src/axis_util.cpp"
"${GE_CODE_DIR}/metadef/third_party/transformer/src/transfer_shape_according_to_format.cc"
"${GE_CODE_DIR}/metadef/third_party/transformer/src/axis_util.cc"
) )


#add_executable(ut_libgraph ${UT_FILES} ${SRC_FILES} ${PROTO_SRCS} ${PROTO_HDRS}) #add_executable(ut_libgraph ${UT_FILES} ${SRC_FILES} ${PROTO_SRCS} ${PROTO_HDRS})


+ 3
- 2
tests/ut/ge/CMakeLists.txt View File

@@ -55,6 +55,7 @@ include_directories(${GE_CODE_DIR}/metadef/inc/graph)
include_directories(${GE_CODE_DIR}/inc/framework) include_directories(${GE_CODE_DIR}/inc/framework)
include_directories(${GE_CODE_DIR}/metadef/inc/common) include_directories(${GE_CODE_DIR}/metadef/inc/common)
include_directories(${GE_CODE_DIR}/metadef/third_party) include_directories(${GE_CODE_DIR}/metadef/third_party)
include_directories(${GE_CODE_DIR}/metadef/third_party/transformer/inc)
include_directories(${GE_CODE_DIR}/parser) include_directories(${GE_CODE_DIR}/parser)
include_directories(${GE_CODE_DIR}/parser/parser) include_directories(${GE_CODE_DIR}/parser/parser)
include_directories(${GE_CODE_DIR}/third_party/fwkacllib/inc) include_directories(${GE_CODE_DIR}/third_party/fwkacllib/inc)
@@ -87,8 +88,8 @@ set(GRAPH_SRC_FILES
"${GE_CODE_DIR}/metadef/graph/node.cc" "${GE_CODE_DIR}/metadef/graph/node.cc"
"${GE_CODE_DIR}/metadef/graph/runtime_inference_context.cc" "${GE_CODE_DIR}/metadef/graph/runtime_inference_context.cc"
"${GE_CODE_DIR}/metadef/graph/op_desc.cc" "${GE_CODE_DIR}/metadef/graph/op_desc.cc"
"${GE_CODE_DIR}/metadef/third_party/transformer/src/transfer_shape_according_to_format.cpp"
"${GE_CODE_DIR}/metadef/third_party/transformer/src/axis_util.cpp"
"${GE_CODE_DIR}/metadef/third_party/transformer/src/transfer_shape_according_to_format.cc"
"${GE_CODE_DIR}/metadef/third_party/transformer/src/axis_util.cc"
"${GE_CODE_DIR}/metadef/graph/operator.cc" "${GE_CODE_DIR}/metadef/graph/operator.cc"
"${GE_CODE_DIR}/metadef/graph/operator_factory.cc" "${GE_CODE_DIR}/metadef/graph/operator_factory.cc"
"${GE_CODE_DIR}/metadef/graph/operator_factory_impl.cc" "${GE_CODE_DIR}/metadef/graph/operator_factory_impl.cc"


+ 17
- 17
tests/ut/ge/common/format_transfer_fractal_nz_unittest.cc View File

@@ -9136,23 +9136,23 @@ TEST_F(UtestFormatTransferNdFractNz, invalid_src_data_type2) {
EXPECT_EQ(transfer.TransFormat(args, result), ACL_ERROR_GE_DATATYPE_INVALID); EXPECT_EQ(transfer.TransFormat(args, result), ACL_ERROR_GE_DATATYPE_INVALID);
} }


TEST_F(UtestFormatTransferNdFractNz, invalid_src_data_type3) {
uint16_t data[1 * 1 * 1 * 16 * 16] = {0};
TransArgs args{reinterpret_cast<uint8_t *>(data),
FORMAT_FRACTAL_NZ,
FORMAT_NHWC,
{1, 1, 1, 16, 16},
{
1,
1,
4,
4,
},
DT_VARIANT};
TransResult result;
FormatTransferFractalNzND transfer;
EXPECT_EQ(transfer.TransFormat(args, result), ACL_ERROR_GE_DATATYPE_INVALID);
}
// TEST_F(UtestFormatTransferNdFractNz, invalid_src_data_type3) {
// uint16_t data[1 * 1 * 1 * 16 * 16] = {0};
// TransArgs args{reinterpret_cast<uint8_t *>(data),
// FORMAT_FRACTAL_NZ,
// FORMAT_NHWC,
// {1, 1, 1, 16, 16},
// {
// 1,
// 1,
// 4,
// 4,
// },
// DT_VARIANT};
// TransResult result;
// FormatTransferFractalNzND transfer;
// EXPECT_EQ(transfer.TransFormat(args, result), ACL_ERROR_GE_DATATYPE_INVALID);
// }


TEST_F(UtestFormatTransferNdFractNz, invalid_dst_format2) { TEST_F(UtestFormatTransferNdFractNz, invalid_dst_format2) {
uint16_t data[1 * 1 * 1 * 1 * 16 * 16] = {0}; uint16_t data[1 * 1 * 1 * 1 * 16 * 16] = {0};


+ 8
- 8
tests/ut/ge/common/format_transfer_nhwc_fractalz_unittest.cc View File

@@ -5354,14 +5354,14 @@ TEST_F(UtestFormatTransferNhwcFz, build_transfer_uint8) {
EXPECT_NE(transfer, nullptr); EXPECT_NE(transfer, nullptr);
} }


TEST_F(UtestFormatTransferNhwcFz, invalid_data_type) {
uint16_t data[1 * 4 * 4 * 1] = {0};
TransArgs args{
reinterpret_cast<uint8_t *>(data), FORMAT_NHWC, FORMAT_FRACTAL_NZ, {1, 4, 4}, {1, 1, 1, 16, 16}, DT_VARIANT};
FormatTransferFractalZ transfer;
EXPECT_EQ(transfer.TransShape(args.src_format, args.src_shape, args.src_data_type, args.dst_format, args.dst_shape),
ACL_ERROR_GE_DATATYPE_INVALID);
}
// TEST_F(UtestFormatTransferNhwcFz, invalid_data_type) {
// uint16_t data[1 * 4 * 4 * 1] = {0};
// TransArgs args{
// reinterpret_cast<uint8_t *>(data), FORMAT_NHWC, FORMAT_FRACTAL_NZ, {1, 4, 4}, {1, 1, 1, 16, 16}, DT_VARIANT};
// FormatTransferFractalZ transfer;
// EXPECT_EQ(transfer.TransShape(args.src_format, args.src_shape, args.src_data_type, args.dst_format, args.dst_shape),
// ACL_ERROR_GE_DATATYPE_INVALID);
// }


TEST_F(UtestFormatTransferNhwcFz, invalid_data_format) { TEST_F(UtestFormatTransferNhwcFz, invalid_data_format) {
uint16_t data[1 * 4 * 4 * 1] = {0}; uint16_t data[1 * 4 * 4 * 1] = {0};


+ 29
- 29
tests/ut/ge/common/format_transfer_unittest.cc View File

@@ -52,34 +52,34 @@ TEST_F(UtestFormatTransfer, build_unsupported_transfer) {
EXPECT_EQ(transfer2, nullptr); EXPECT_EQ(transfer2, nullptr);
} }


TEST_F(UtestFormatTransfer, get_size_by_data_type) {
EXPECT_EQ(GetSizeByDataType(DT_FLOAT), 4);
EXPECT_EQ(GetSizeByDataType(DT_FLOAT16), 2);
EXPECT_EQ(GetSizeByDataType(DT_INT8), 1);
EXPECT_EQ(GetSizeByDataType(DT_INT16), 2);
EXPECT_EQ(GetSizeByDataType(DT_UINT16), 2);
EXPECT_EQ(GetSizeByDataType(DT_UINT8), 1);
EXPECT_EQ(GetSizeByDataType(DT_INT32), 4);
EXPECT_EQ(GetSizeByDataType(DT_INT64), 8);
EXPECT_EQ(GetSizeByDataType(DT_UINT32), 4);
EXPECT_EQ(GetSizeByDataType(DT_UINT64), 8);
EXPECT_EQ(GetSizeByDataType(DT_BOOL), 1);
EXPECT_EQ(GetSizeByDataType(DT_DOUBLE), 8);
EXPECT_EQ(GetSizeByDataType(DT_STRING), -1);
EXPECT_EQ(GetSizeByDataType(DT_DUAL_SUB_INT8), 1);
EXPECT_EQ(GetSizeByDataType(DT_DUAL_SUB_UINT8), 1);
EXPECT_EQ(GetSizeByDataType(DT_COMPLEX64), 8);
EXPECT_EQ(GetSizeByDataType(DT_COMPLEX128), 16);
EXPECT_EQ(GetSizeByDataType(DT_QINT8), 1);
EXPECT_EQ(GetSizeByDataType(DT_QINT16), 2);
EXPECT_EQ(GetSizeByDataType(DT_QINT32), 4);
EXPECT_EQ(GetSizeByDataType(DT_QUINT8), 1);
EXPECT_EQ(GetSizeByDataType(DT_QUINT16), 2);
EXPECT_EQ(GetSizeByDataType(DT_RESOURCE), -1);
EXPECT_EQ(GetSizeByDataType(DT_STRING_REF), -1);
EXPECT_EQ(GetSizeByDataType(DT_DUAL), 5);
EXPECT_EQ(GetSizeByDataType(DT_UNDEFINED), -1);
EXPECT_EQ(DT_UNDEFINED, 27);
}
// TEST_F(UtestFormatTransfer, get_size_by_data_type) {
// EXPECT_EQ(GetSizeByDataType(DT_FLOAT), 4);
// EXPECT_EQ(GetSizeByDataType(DT_FLOAT16), 2);
// EXPECT_EQ(GetSizeByDataType(DT_INT8), 1);
// EXPECT_EQ(GetSizeByDataType(DT_INT16), 2);
// EXPECT_EQ(GetSizeByDataType(DT_UINT16), 2);
// EXPECT_EQ(GetSizeByDataType(DT_UINT8), 1);
// EXPECT_EQ(GetSizeByDataType(DT_INT32), 4);
// EXPECT_EQ(GetSizeByDataType(DT_INT64), 8);
// EXPECT_EQ(GetSizeByDataType(DT_UINT32), 4);
// EXPECT_EQ(GetSizeByDataType(DT_UINT64), 8);
// EXPECT_EQ(GetSizeByDataType(DT_BOOL), 1);
// EXPECT_EQ(GetSizeByDataType(DT_DOUBLE), 8);
// EXPECT_EQ(GetSizeByDataType(DT_STRING), -1);
// EXPECT_EQ(GetSizeByDataType(DT_DUAL_SUB_INT8), 1);
// EXPECT_EQ(GetSizeByDataType(DT_DUAL_SUB_UINT8), 1);
// EXPECT_EQ(GetSizeByDataType(DT_COMPLEX64), 8);
// EXPECT_EQ(GetSizeByDataType(DT_COMPLEX128), 16);
// EXPECT_EQ(GetSizeByDataType(DT_QINT8), 1);
// EXPECT_EQ(GetSizeByDataType(DT_QINT16), 2);
// EXPECT_EQ(GetSizeByDataType(DT_QINT32), 4);
// EXPECT_EQ(GetSizeByDataType(DT_QUINT8), 1);
// EXPECT_EQ(GetSizeByDataType(DT_QUINT16), 2);
// EXPECT_EQ(GetSizeByDataType(DT_RESOURCE), -1);
// EXPECT_EQ(GetSizeByDataType(DT_STRING_REF), -1);
// EXPECT_EQ(GetSizeByDataType(DT_DUAL), 5);
// EXPECT_EQ(GetSizeByDataType(DT_UNDEFINED), -1);
// EXPECT_EQ(DT_UNDEFINED, 27);
// }
} // namespace formats } // namespace formats
} // namespace ge } // namespace ge

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