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display model info

pull/688/head
wangwenhua1@huawei.com 5 years ago
parent
commit
05df6d57ae
7 changed files with 178 additions and 14 deletions
  1. +16
    -1
      ge/common/helper/model_helper.cc
  2. +70
    -0
      ge/generator/ge_generator.cc
  3. +30
    -2
      ge/offline/main.cc
  4. +51
    -6
      ge/session/omg.cc
  5. +3
    -0
      inc/external/ge/ge_api_types.h
  6. +3
    -1
      inc/framework/omg/omg.h
  7. +5
    -4
      inc/framework/omg/omg_inner_types.h

+ 16
- 1
ge/common/helper/model_helper.cc View File

@@ -87,7 +87,9 @@ Status ModelHelper::SaveModelDef(std::shared_ptr<OmFileSaveHelper> &om_file_save
model_tmp->SetGraph(ge_model->GetGraph());
model_tmp->SetVersion(ge_model->GetVersion());
model_tmp->SetAttr(ge_model->MutableAttrMap());

GE_CHK_BOOL_EXEC(ge::AttrUtils::SetInt(ge_model, "modeldef_size", model_buffer.GetSize()),
GELOGE(FAILED, "SetInt of modeldef_size failed.");
return FAILED);

(void)model_tmp->Save(model_buffer);
GELOGD("MODEL_DEF size is %zu", model_buffer.GetSize());
@@ -105,6 +107,9 @@ Status ModelHelper::SaveModelWeights(std::shared_ptr<OmFileSaveHelper> &om_file_
const GeModelPtr &ge_model, size_t model_index) {
auto ge_model_weight = ge_model->GetWeight();
GELOGD("WEIGHTS_DATA size is %zu, %p", ge_model_weight.GetSize(), ge_model_weight.GetData());
GE_CHK_BOOL_EXEC(ge::AttrUtils::SetInt(ge_model, "weight_data_size", ge_model_weight.GetSize()),
GELOGE(FAILED, "SetInt of weight_data_size failed.");
return FAILED);
// weight is not necessary
if (ge_model_weight.GetSize() > 0) {
GE_CHK_STATUS_RET(SaveModelPartition(om_file_save_helper,
@@ -119,6 +124,9 @@ Status ModelHelper::SaveModelTbeKernel(std::shared_ptr<OmFileSaveHelper> &om_fil
const GeModelPtr &ge_model, size_t model_index) {
TBEKernelStore tbe_kernel_store = ge_model->GetTBEKernelStore();
GELOGD("TBE_KERNELS size is %zu", tbe_kernel_store.DataSize());
GE_CHK_BOOL_EXEC(ge::AttrUtils::SetInt(ge_model, "tbe_kernels_size", tbe_kernel_store.DataSize()),
GELOGE(FAILED, "SetInt of tbe_kernels_size failed.");
return FAILED);
if (tbe_kernel_store.DataSize() > 0) {
GE_CHK_STATUS_RET(
SaveModelPartition(om_file_save_helper, ModelPartitionType::TBE_KERNELS,
@@ -135,6 +143,9 @@ Status ModelHelper::SaveModelCustAICPU(std::shared_ptr<OmFileSaveHelper> &om_fil
const GeModelPtr &ge_model, size_t model_index) {
CustAICPUKernelStore cust_aicpu_kernel_store = ge_model->GetCustAICPUKernelStore();
GELOGD("cust aicpu kernels size is %zu", cust_aicpu_kernel_store.DataSize());
GE_CHK_BOOL_EXEC(ge::AttrUtils::SetInt(ge_model, "cust_aicpu_kernel_store_size", cust_aicpu_kernel_store.DataSize()),
GELOGE(FAILED, "SetInt of tbe_kernels_size failed.");
return FAILED);
if (cust_aicpu_kernel_store.DataSize() > 0) {
GE_CHK_STATUS_RET(SaveModelPartition(om_file_save_helper,
ModelPartitionType::CUST_AICPU_KERNELS,
@@ -167,6 +178,10 @@ Status ModelHelper::SaveModelTaskDef(std::shared_ptr<OmFileSaveHelper> &om_file_
GELOGD("TASK_INFO op_size:%d, stream_num:%u", model_task_def->op().size(), model_task_def->stream_num());
GELOGD("TASK_INFO size is %zu", partition_task_size);

GE_CHK_BOOL_EXEC(ge::AttrUtils::SetInt(ge_model, "task_info_size", partition_task_size),
GELOGE(FAILED, "SetInt of task_info_size failed.");
return FAILED);

if (SaveModelPartition(om_file_save_helper, ModelPartitionType::TASK_INFO, task_buffer.GetData(),
partition_task_size, model_index) != SUCCESS) {
GELOGE(PARAM_INVALID, "Add model task def partition failed");


+ 70
- 0
ge/generator/ge_generator.cc View File

@@ -318,6 +318,8 @@ class GeGenerator::Impl {
bool GetVersionFromPath(const std::string &file_path, std::string &version);
bool SetAtcVersionInfo(AttrHolder &obj);
bool SetOppVersionInfo(AttrHolder &obj);
bool SetOmSystemInfo(AttrHolder &obj);
void DisplayModelInfo(AttrHolder &obj);
};

Status GeGenerator::Initialize(const map<string, string> &options) {
@@ -528,6 +530,70 @@ bool GeGenerator::Impl::SetOppVersionInfo(AttrHolder &obj) {
return true;
}

bool GeGenerator::Impl::SetOmSystemInfo(AttrHolder &obj) {
std::string soc_version;
(void)ge::GetContext().GetOption(ge::SOC_VERSION, soc_version);
GELOGI("SetOmSystemInfo soc_version: %s", soc_version.c_str());
if (!ge::AttrUtils::SetStr(obj, "soc_version", soc_version)) {
GELOGW("SetStr of soc_version failed.");
return false;
}
std::string framework_type;
(void)ge::GetContext().GetOption(ge::FRAMEWORK_TYPE, framework_type);
GELOGI("SetOmSystemInfo framework_type: %s", framework_type.c_str());
if (!ge::AttrUtils::SetStr(obj, "framework_type", framework_type)) {
GELOGW("SetStr of framework_type failed.");
return false;
}
return true;
}

void GeGenerator::Impl::DisplayModelInfo(AttrHolder &obj) {
std::string display_model;
(void)ge::GetContext().GetOption(ge::DISPLAY_MODEL_INFO, display_model);
if (display_model != "1") {
GELOGD("display_model not 1");
return;
}
//
int64_t memory_size;
(void)ge::AttrUtils::GetInt(obj, ATTR_MODEL_MEMORY_SIZE, memory_size);
int64_t weight_size;
(void)ge::AttrUtils::GetInt(obj, ATTR_MODEL_WEIGHT_SIZE, weight_size);
int64_t stream_num;
(void)ge::AttrUtils::GetInt(obj, ATTR_MODEL_STREAM_NUM, stream_num);
int64_t event_num;
(void)ge::AttrUtils::GetInt(obj, ATTR_MODEL_EVENT_NUM, event_num);
std::cout << ATTR_MODEL_MEMORY_SIZE << "[" << memory_size << "], " << ATTR_MODEL_WEIGHT_SIZE << "[" << weight_size <<
"], " << ATTR_MODEL_STREAM_NUM << "[" << stream_num << "], " << ATTR_MODEL_EVENT_NUM << "[" << event_num << "]."
<< std::endl;

//
std::string atc_version;
(void)ge::AttrUtils::GetStr(obj, ATTR_MODEL_ATC_VERSION, atc_version);
std::string soc_version;
(void)ge::AttrUtils::GetStr(obj, "soc_version", soc_version);
std::string framework_type;
(void)ge::AttrUtils::GetStr(obj, "framework_type", framework_type);
std::cout << ATTR_MODEL_ATC_VERSION << "[" << atc_version << "], " << "soc_version" << "[" << soc_version <<
"], " << "framework_type" << "[" << framework_type << "]." << std::endl;

//
int64_t modeldef_size;
(void)ge::AttrUtils::GetInt(obj, "modeldef_size", modeldef_size);
int64_t weight_data_size;
(void)ge::AttrUtils::GetInt(obj, "weight_data_size", weight_data_size);
int64_t tbe_kernels_size;
(void)ge::AttrUtils::GetInt(obj, "tbe_kernels_size", tbe_kernels_size);
int64_t cust_aicpu_kernel_store_size;
(void)ge::AttrUtils::GetInt(obj, "cust_aicpu_kernel_store_size", cust_aicpu_kernel_store_size);
int64_t task_info_size;
(void)ge::AttrUtils::GetInt(obj, "task_info_size", task_info_size);
std::cout << "modeldef_size" << "[" << modeldef_size << "], " << "weight_data_size" << "[" << weight_data_size <<
"], " << "tbe_kernels_size" << "[" << tbe_kernels_size << "], " << "cust_aicpu_kernel_store_size" << "[" <<
cust_aicpu_kernel_store_size << "], " << "task_info_size" << "[" << task_info_size << "]." << std::endl;
}

Status GeGenerator::GenerateModel(const Graph &graph, const string &file_name_prefix, const vector<GeTensor> &inputs,
ModelBufferData &model, bool is_offline) {
rtContext_t ctx = nullptr;
@@ -786,6 +852,9 @@ Status GeGenerator::Impl::SaveModel(const string &file_name_prefix, GeModelPtr &
if (!SetOppVersionInfo(*(model.get()))) {
GELOGW("SetPackageVersionInfo of ops failed!");
}
if (!SetOmSystemInfo(*(model.get()))) {
GELOGW("SetOmsystemInfo failed!");
}
ModelHelper model_helper;
model_helper.SetSaveMode(is_offline_);
Status ret = model_helper.SaveToOmModel(model, save_param_, file_name_prefix, model_buff);
@@ -793,6 +862,7 @@ Status GeGenerator::Impl::SaveModel(const string &file_name_prefix, GeModelPtr &
GELOGE(ret, "Save to om model failed");
return ret;
}
DisplayModelInfo(*(model.get()));
return SUCCESS;
}



+ 30
- 2
ge/offline/main.cc View File

@@ -202,6 +202,8 @@ DEFINE_string(mdl_bank_path, "", "Optional; model bank path");

DEFINE_string(op_bank_path, "", "Optional; op bank path");

DEFINE_string(display_model_info, "0", "Optional; display model info");

class GFlagUtils {
public:
/**
@@ -307,7 +309,8 @@ class GFlagUtils {
" --op_compiler_cache_dir Set the save path of operator compilation cache files.\n"
"Default value: $HOME/atc_data/kernel_cache\n"
" --op_compiler_cache_mode Set the operator compilation cache mode."
"Options are disable(default), enable and force(force to refresh the cache)");
"Options are disable(default), enable and force(force to refresh the cache)"
" --display_model_info enable for display model inf; 0(default): close display, 1: open display");

gflags::ParseCommandLineNonHelpFlags(&argc, &argv, true);
// Using gflags to analyze input parameters
@@ -853,7 +856,7 @@ domi::Status GenerateInfershapeJson() {
static Status ConvertModelToJson(int fwk_type, const string &model_file, const string &json_file) {
Status ret = ge::SUCCESS;
if (fwk_type == -1) {
ret = ge::ConvertOmModelToJson(model_file.c_str(), json_file.c_str());
ret = ge::ConvertOm(model_file.c_str(), json_file.c_str(), true);
return ret;
}

@@ -1162,6 +1165,8 @@ domi::Status GenerateOmModel() {
options.insert(std::pair<string, string>(string(ge::MDL_BANK_PATH_FLAG), FLAGS_mdl_bank_path));

options.insert(std::pair<string, string>(string(ge::OP_BANK_PATH_FLAG), FLAGS_op_bank_path));

options.insert(std::pair<string, string>(string(ge::DISPLAY_MODEL_INFO), FLAGS_display_model_info));
// set enable scope fusion passes
SetEnableScopeFusionPasses(FLAGS_enable_scope_fusion_passes);
// print atc option map
@@ -1187,6 +1192,26 @@ domi::Status ConvertModelToJson() {
return domi::SUCCESS;
}

domi::Status DisplayModelInfo() {
// No model path passed in
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(FLAGS_om == "",
ErrorManager::GetInstance().ATCReportErrMessage("E10004", {"parameter"}, {"om"});
return ge::FAILED,
"Input parameter[--om]'s value is empty!!");

// Check if the model path is valid
GE_CHK_BOOL_TRUE_EXEC_WITH_LOG(
FLAGS_om != "" && !ge::CheckInputPathValid(FLAGS_om, "--om"),
return ge::FAILED,
"model file path is invalid: %s.", FLAGS_om.c_str());

if (FLAGS_framework == -1) {
return ge::ConvertOm(FLAGS_om.c_str(), "", false);
}

return ge::FAILED;
}

bool CheckRet(domi::Status ret) {
if (ret != domi::SUCCESS) {
if (FLAGS_mode == ONLY_PRE_CHECK) {
@@ -1330,6 +1355,9 @@ int main(int argc, char* argv[]) {
} else if (FLAGS_mode == ge::RunMode::PBTXT_TO_JSON) {
GE_CHK_BOOL_EXEC(ConvertPbtxtToJson() == domi::SUCCESS, ret = domi::FAILED;
break, "ATC convert pbtxt to json execute failed!!");
} else if (FLAGS_mode == ge::RunMode::DISPLAY_OM_INFO) {
GE_CHK_BOOL_EXEC(DisplayModelInfo() == domi::SUCCESS, ret = domi::FAILED;
break, "ATC ConvertJson execute failed!!");
} else {
ErrorManager::GetInstance().ATCReportErrMessage(
"E10001", {"parameter", "value", "reason"}, {"--mode", std::to_string(FLAGS_mode), kModeSupport});


+ 51
- 6
ge/session/omg.cc View File

@@ -869,9 +869,50 @@ void GetGroupName(ge::proto::ModelDef &model_def) {
});
}

FMK_FUNC_HOST_VISIBILITY Status ConvertOmModelToJson(const char *model_file, const char *json_file) {
FMK_FUNC_HOST_VISIBILITY void PrintModelInfo(ge::proto::ModelDef *model_def) {
auto model_attr_map = model_def->mutable_attr();
auto iter = model_attr_map->find(ATTR_MODEL_MEMORY_SIZE);
auto memory_size = (iter != model_attr_map->end()) ? iter->second.i() : -1;
iter = model_attr_map->find(ATTR_MODEL_WEIGHT_SIZE);
auto weight_size = (iter != model_attr_map->end()) ? iter->second.i() : -1;
iter = model_attr_map->find(ATTR_MODEL_STREAM_NUM);
auto stream_num = (iter != model_attr_map->end()) ? iter->second.i() : -1;
iter = model_attr_map->find(ATTR_MODEL_EVENT_NUM);
auto event_num = (iter != model_attr_map->end()) ? iter->second.i() : -1;
std::cout << ATTR_MODEL_MEMORY_SIZE << "[" << memory_size << "], " << ATTR_MODEL_WEIGHT_SIZE << "[" << weight_size <<
"], " << ATTR_MODEL_STREAM_NUM << "[" << stream_num << "], " << ATTR_MODEL_EVENT_NUM << "[" << event_num << "]."
<< std::endl;

iter = model_attr_map->find(ATTR_MODEL_ATC_VERSION);
auto atc_version = (iter != model_attr_map->end()) ? iter->second.s() : "";
iter = model_attr_map->find("soc_version");
auto soc_version = (iter != model_attr_map->end()) ? iter->second.s() : "";
iter = model_attr_map->find("framework_type");
auto framework_type = (iter != model_attr_map->end()) ? iter->second.s() : "";
std::cout << ATTR_MODEL_ATC_VERSION << "[" << atc_version << "], " << "soc_version" << "[" << soc_version <<
"], " << "framework_type" << "[" << framework_type << "]." << std::endl;

iter = model_attr_map->find("modeldef_size");
auto modeldef_size = (iter != model_attr_map->end()) ? iter->second.i() : -1;
iter = model_attr_map->find("weight_data_size");
auto weight_data_size = (iter != model_attr_map->end()) ? iter->second.i() : -1;
iter = model_attr_map->find("tbe_kernels_size");
auto tbe_kernels_size = (iter != model_attr_map->end()) ? iter->second.i() : -1;
iter = model_attr_map->find("cust_aicpu_kernel_store_size");
auto cust_aicpu_kernel_store_size = (iter != model_attr_map->end()) ? iter->second.i() : -1;
iter = model_attr_map->find("task_info_size");
auto task_info_size = (iter != model_attr_map->end()) ? iter->second.i() : -1;

std::cout << "modeldef_size" << "[" << modeldef_size << "], " << "weight_data_size" << "[" << weight_data_size <<
"], " << "tbe_kernels_size" << "[" << tbe_kernels_size << "], " << "cust_aicpu_kernel_store_size" << "[" <<
cust_aicpu_kernel_store_size << "], " << "task_info_size" << "[" << task_info_size << "]." << std::endl;
}

FMK_FUNC_HOST_VISIBILITY Status ConvertOm(const char *model_file, const char *json_file, bool is_covert_to_json) {
GE_CHECK_NOTNULL(model_file);
GE_CHECK_NOTNULL(json_file);
if (is_covert_to_json) {
GE_CHECK_NOTNULL(json_file);
}
ge::ModelData model;

// Mode 2 does not need to verify the priority, and a default value of 0 is passed
@@ -917,12 +958,16 @@ FMK_FUNC_HOST_VISIBILITY Status ConvertOmModelToJson(const char *model_file, con
// De serialization
bool flag = ReadProtoFromArray(ir_part.data, ir_part.size, &model_def);
if (flag) {
GetGroupName(model_def);
if (is_covert_to_json) {
GetGroupName(model_def);

json j;
Pb2Json::Message2Json(model_def, kOmBlackFields, j, true);
json j;
Pb2Json::Message2Json(model_def, kOmBlackFields, j, true);

ret = ModelSaver::SaveJsonToFile(json_file, j);
ret = ModelSaver::SaveJsonToFile(json_file, j);
} else {
PrintModelInfo(&model_def);
}
} else {
ret = INTERNAL_ERROR;
GELOGE(ret, "ReadProtoFromArray failed.");


+ 3
- 0
inc/external/ge/ge_api_types.h View File

@@ -291,6 +291,9 @@ const std::string OP_DEBUG_LEVEL = "ge.opDebugLevel";
// Configure model bank path
const std::string MDL_BANK_PATH_FLAG = "ge.mdl_bank_path";

// Configure display_model_info flag
const std::string DISPLAY_MODEL_INFO = "ge.display_model_info";

// Configure op bank path
const std::string OP_BANK_PATH_FLAG = "ge.op_bank_path";
const std::string OP_BANK_UPDATE_FLAG = "ge.op_bank_update";


+ 3
- 1
inc/framework/omg/omg.h View File

@@ -73,7 +73,7 @@ Status ParseGraph(ge::Graph &graph, const std::map<string, string> &atc_params,
* @param [key] encrypted key
* @return Status result code
*/
Status ConvertOmModelToJson(const char *model_file, const char *json_file);
Status ConvertOm(const char *model_file, const char *json_file, bool is_covert_to_json);

Status ConvertPbtxtToJson(const char *model_file, const char *json_file);
/**
@@ -103,6 +103,8 @@ void GetOutputNodesNameAndIndex(std::vector<std::pair<ge::NodePtr, int32_t>> &ou
void UpdateOmgCtxWithParserCtx();

void UpdateParserCtxWithOmgCtx();

void PrintModelInfo(ge::proto::ModelDef *model_def);
} // namespace ge

namespace domi {


+ 5
- 4
inc/framework/omg/omg_inner_types.h View File

@@ -43,10 +43,11 @@ namespace ge {
* @brief run model
*/
enum RunMode {
GEN_OM_MODEL = 0, // generate offline model file
MODEL_TO_JSON = 1, // convert to JSON file
ONLY_PRE_CHECK = 3, // only for pre-check
PBTXT_TO_JSON = 5 // pbtxt to json
GEN_OM_MODEL = 0, // generate offline model file
MODEL_TO_JSON = 1, // convert to JSON file
ONLY_PRE_CHECK = 3, // only for pre-check
PBTXT_TO_JSON = 5, // pbtxt to json
DISPLAY_OM_INFO = 6 // display model info
};

///


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