| @@ -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"); | |||
| @@ -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; | |||
| } | |||
| @@ -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}); | |||
| @@ -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."); | |||
| @@ -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"; | |||
| @@ -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 { | |||
| @@ -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 | |||
| }; | |||
| /// | |||