diff --git a/ge/CMakeLists.txt b/ge/CMakeLists.txt index bd9edd86..c661ee65 100755 --- a/ge/CMakeLists.txt +++ b/ge/CMakeLists.txt @@ -108,6 +108,7 @@ set(TRAIN_SRC_LIST "common/helper/model_cache_helper.cc" "common/profiling/profiling_manager.cc" "common/dump/dump_manager.cc" + "common/dump/dump_exception.cc" "common/dump/dump_properties.cc" "common/dump/opdebug_register.cc" "common/dump/dump_op.cc" @@ -433,6 +434,7 @@ set(INFER_SRC_LIST "common/formats/formats.cc" "common/profiling/profiling_manager.cc" "common/dump/dump_properties.cc" + "common/dump/dump_exception.cc" "common/dump/dump_manager.cc" "common/dump/dump_op.cc" "common/dump/opdebug_register.cc" diff --git a/ge/common/dump/dump_exception.cc b/ge/common/dump/dump_exception.cc new file mode 100644 index 00000000..387a26ce --- /dev/null +++ b/ge/common/dump/dump_exception.cc @@ -0,0 +1,221 @@ +/** + * Copyright 2019-2021 Huawei Technologies Co., Ltd + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#include "common/dump/dump_exception.h" + +#include "common/ge/datatype_util.h" +#include "common/debug/memory_dumper.h" +#include "framework/common/debug/log.h" +#include "graph/manager/util/debug.h" +#include "graph/utils/tensor_utils.h" +#include "graph/load/model_manager/model_utils.h" +#include "proto/dump_task.pb.h" + +namespace { +static uint64_t GetNowTime() { + uint64_t ret = 0; + mmTimeval tv; + if (mmGetTimeOfDay(&tv, nullptr) == 0) { + ret = tv.tv_sec * 1000000ULL + tv.tv_usec; + } + + return ret; +} + +static void ReplaceStringElem(std::string &str) { + for_each(str.begin(), str.end(), [](char &ch) { + if ((ch == ' ') || (ch == '.') || (ch == '/') || (ch == '\\')) { + ch = '_'; + } + }); +} +} // namespace + +namespace ge { +DumpException::~DumpException() {} + +void DumpException::SaveDumpOpInfo(const OpDescPtr &op, uint32_t task_id, uint32_t stream_id, + vector &input_addrs, vector &output_addrs) { + OpDescInfo op_desc_info; + SaveOpDescInfo(op, task_id, stream_id, op_desc_info); + op_desc_info.input_addrs = input_addrs; + op_desc_info.output_addrs = output_addrs; + op_desc_info_.emplace_back(op_desc_info); +} + +void DumpException::SaveDumpOpInfo(const RuntimeParam &model_param, const OpDescPtr &op, + uint32_t task_id, uint32_t stream_id) { + OpDescInfo op_desc_info; + SaveOpDescInfo(op, task_id, stream_id, op_desc_info); + op_desc_info.input_addrs = ModelUtils::GetInputDataAddrs(model_param, op); + op_desc_info.output_addrs = ModelUtils::GetOutputDataAddrs(model_param, op); + op_desc_info_.emplace_back(op_desc_info); +} + +void DumpException::SaveOpDescInfo(const OpDescPtr &op, uint32_t task_id, uint32_t stream_id, + OpDescInfo &op_desc_info) { + GELOGD("[Save][OpExceptionInfo] Start to save dump op [%s] info of task_id: %u, stream_id: %u", + op->GetName().c_str(), task_id, stream_id); + op_desc_info.op_name = op->GetName(); + op_desc_info.op_type = op->GetType(); + op_desc_info.task_id = task_id; + op_desc_info.stream_id = stream_id; + for (size_t i = 0; i < op->GetAllInputsSize(); ++i) { + GeTensorDescPtr input_tensor_desc = op->MutableInputDesc(i); + if (input_tensor_desc == nullptr) { + continue; + } + op_desc_info.input_format.emplace_back(input_tensor_desc->GetFormat()); + op_desc_info.input_shape.emplace_back(input_tensor_desc->GetShape().GetDims()); + op_desc_info.input_data_type.emplace_back(input_tensor_desc->GetDataType()); + int64_t input_size = 0; + + if (TensorUtils::GetTensorSizeInBytes(*input_tensor_desc, input_size) != SUCCESS) { + GELOGW("[Save][OpExceptionInfo] Op [%s] get input size failed.", op->GetName().c_str()); + return; + } + GELOGD("[Save][OpExceptionInfo] Save dump op info, the input size is %ld", input_size); + op_desc_info.input_size.emplace_back(input_size); + } + for (size_t j = 0; j < op->GetOutputsSize(); ++j) { + GeTensorDescPtr output_tensor_desc = op->MutableOutputDesc(j); + if (output_tensor_desc == nullptr) { + continue; + } + op_desc_info.output_format.emplace_back(output_tensor_desc->GetFormat()); + op_desc_info.output_shape.emplace_back(output_tensor_desc->GetShape().GetDims()); + op_desc_info.output_data_type.emplace_back(output_tensor_desc->GetDataType()); + int64_t output_size = 0; + if (TensorUtils::GetTensorSizeInBytes(*output_tensor_desc, output_size) != SUCCESS) { + GELOGW("[Save][OpExceptionInfo] Op [%s] get output size failed.", op->GetName().c_str()); + return; + } + GELOGD("[Save][OpExceptionInfo] Save dump op info, the output size is %ld.", output_size); + op_desc_info.output_size.emplace_back(output_size); + } +} + +Status DumpException::DumpExceptionInfo(const std::vector &exception_infos) const { + GELOGI("[Dump][Exception] Start to dump exception info."); + for (const rtExceptionInfo &iter : exception_infos) { + OpDescInfo op_desc_info; + if (GetOpDescInfo(iter.streamid, iter.taskid, op_desc_info)) { + toolkit::dumpdata::DumpData dump_data; + dump_data.set_version("2.0"); + dump_data.set_dump_time(GetNowTime()); + dump_data.set_op_name(op_desc_info.op_name); + for (size_t i = 0; i < op_desc_info.input_format.size(); ++i) { + toolkit::dumpdata::OpInput input; + input.set_data_type(toolkit::dumpdata::OutputDataType( + DataTypeUtil::GetIrDataType(op_desc_info.input_data_type[i]))); + input.set_format(toolkit::dumpdata::OutputFormat(op_desc_info.input_format[i])); + for (auto dim : op_desc_info.input_shape[i]) { + input.mutable_shape()->add_dim(dim); + } + input.set_size(op_desc_info.input_size[i]); + GELOGI("[Dump][Exception] The input size int exception is %ld.", op_desc_info.input_size[i]); + dump_data.mutable_input()->Add(std::move(input)); + } + for (size_t j = 0; j < op_desc_info.output_format.size(); ++j) { + toolkit::dumpdata::OpOutput output; + output.set_data_type(toolkit::dumpdata::OutputDataType( + DataTypeUtil::GetIrDataType(op_desc_info.output_data_type[j]))); + output.set_format(toolkit::dumpdata::OutputFormat(op_desc_info.output_format[j])); + for (auto dim : op_desc_info.output_shape[j]) { + output.mutable_shape()->add_dim(dim); + } + output.set_size(op_desc_info.output_size[j]); + GELOGI("[Dump][Exception] The output size int exception is %ld.", op_desc_info.output_size[j]); + dump_data.mutable_output()->Add(std::move(output)); + } + uint64_t now_time = GetNowTime(); + std::string op_name = op_desc_info.op_name; + std::string op_type = op_desc_info.op_type; + ReplaceStringElem(op_name); + ReplaceStringElem(op_type); + string dump_file_path = + "./" + op_type + "." + op_name + "." + std::to_string(op_desc_info.task_id) + "." + std::to_string(now_time); + GELOGI("[Dump][Exception] The exception dump file path is %s.", dump_file_path.c_str()); + + uint64_t proto_size = dump_data.ByteSizeLong(); + std::unique_ptr proto_msg(new (std::nothrow) char[proto_size]); + bool ret = dump_data.SerializeToArray(proto_msg.get(), proto_size); + if (!ret || proto_size == 0) { + GELOGE(PARAM_INVALID, "[Dump][Exception] Dump data proto serialize failed."); + return PARAM_INVALID; + } + + GE_CHK_STATUS_RET(MemoryDumper::DumpToFile(dump_file_path.c_str(), &proto_size, sizeof(uint64_t)), + "Failed to dump proto size"); + GE_CHK_STATUS_RET(MemoryDumper::DumpToFile(dump_file_path.c_str(), proto_msg.get(), proto_size), + "Failed to dump proto msg"); + if (DumpExceptionInput(op_desc_info, dump_file_path) != SUCCESS) { + GELOGE(PARAM_INVALID, "[Dump][Exception] Dump op [%s] exception input failed.", op_desc_info.op_name.c_str()); + return PARAM_INVALID; + } + + if (DumpExceptionOutput(op_desc_info, dump_file_path) != SUCCESS) { + GELOGE(PARAM_INVALID, "[Dump][Exception] Dump op [%s] exception output failed.", op_desc_info.op_name.c_str()); + return PARAM_INVALID; + } + GELOGI("[Dump][Exception] Dump op [%s] exception info SUCCESS.", op_desc_info.op_name.c_str()); + } else { + GELOGI("[Dump][Exception] Can't find op desc info ,task id:%u,stream id:%u", iter.taskid, iter.streamid); + return SUCCESS; + } + } + return SUCCESS; +} + +bool DumpException::GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const { + GELOGI("[Get][OpDescInfo] There are %zu op need to dump.", op_desc_info_.size()); + for (size_t index = 0; index < op_desc_info_.size(); ++index) { + OpDescInfo dump_op_info = op_desc_info_.at(index); + if (dump_op_info.task_id == task_id && dump_op_info.stream_id == stream_id) { + GELOGI("[Get][OpDescInfo] Find exception op [%s] of task_id: %u, stream_id: %u.", + dump_op_info.op_name.c_str(), task_id, stream_id); + op_desc_info = dump_op_info; + return true; + } + } + return false; +} + +Status DumpException::DumpExceptionInput(const OpDescInfo &op_desc_info, const string &dump_file) const { + GELOGI("[Dump][ExceptionInput] Start to dump exception input"); + for (size_t i = 0; i < op_desc_info.input_addrs.size(); i++) { + if (Debug::DumpDevMem(dump_file.data(), op_desc_info.input_addrs.at(i), op_desc_info.input_size.at(i)) != SUCCESS) { + GELOGE(PARAM_INVALID, "[Dump][ExceptionInput] Dump the %zu input data of op [%s] failed", + i, op_desc_info.op_name.c_str()); + return PARAM_INVALID; + } + } + return SUCCESS; +} + +Status DumpException::DumpExceptionOutput(const OpDescInfo &op_desc_info, const string &dump_file) const { + GELOGI("[Dump][ExceptionOutput] Start to dump exception output"); + for (size_t i = 0; i < op_desc_info.output_addrs.size(); i++) { + if (Debug::DumpDevMem(dump_file.data(), op_desc_info.output_addrs.at(i), op_desc_info.output_size.at(i)) != + SUCCESS) { + GELOGE(PARAM_INVALID, "[Dump][ExceptionInput] Dump the %zu input data of op [%s] failed", + i, op_desc_info.op_name.c_str()); + return PARAM_INVALID; + } + } + return SUCCESS; +} +} // namespace ge \ No newline at end of file diff --git a/ge/common/dump/dump_exception.h b/ge/common/dump/dump_exception.h new file mode 100644 index 00000000..7f9d7d3b --- /dev/null +++ b/ge/common/dump/dump_exception.h @@ -0,0 +1,47 @@ +/** + * Copyright 2019-2021 Huawei Technologies Co., Ltd + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +#ifndef GE_COMMON_DUMP_DUMP_EXCEPTION_H_ +#define GE_COMMON_DUMP_DUMP_EXCEPTION_H_ + +#include + +#include "graph/op_desc.h" +#include "framework/common/ge_types.h" +#include "graph/load/model_manager/task_info/task_info.h" + +namespace ge { +class DumpException { + public: + DumpException() = default; + ~DumpException(); + + void SaveDumpOpInfo(const OpDescPtr &op, uint32_t task_id, uint32_t stream_id, + vector &input_addrs, vector &output_addrs); + void SaveDumpOpInfo(const RuntimeParam &model_param, const OpDescPtr &op, uint32_t task_id, uint32_t stream_id); + Status DumpExceptionInfo(const std::vector &exception_infos) const; + bool GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const; + + private: + void SaveOpDescInfo(const OpDescPtr &op, uint32_t task_id, uint32_t stream_id, OpDescInfo &op_desc_info); + Status DumpExceptionInput(const OpDescInfo &op_desc_info, const string &dump_file) const; + Status DumpExceptionOutput(const OpDescInfo &op_desc_info, const string &dump_file) const; + + std::vector op_desc_info_; +}; +} // namespace ge + +#endif // GE_COMMON_DUMP_DUMP_OP_H_ diff --git a/ge/executor/CMakeLists.txt b/ge/executor/CMakeLists.txt index 363900d0..38e46897 100644 --- a/ge/executor/CMakeLists.txt +++ b/ge/executor/CMakeLists.txt @@ -16,6 +16,7 @@ set(SRC_LIST "../common/ge/plugin_manager.cc" "../common/ge/op_tiling_manager.cc" "../common/dump/dump_properties.cc" + "../common/dump/dump_exception.cc" "../common/dump/dump_manager.cc" "../common/dump/dump_op.cc" "../common/dump/opdebug_register.cc" diff --git a/ge/graph/load/model_manager/data_dumper.cc b/ge/graph/load/model_manager/data_dumper.cc index 5f48fe8e..1baebb00 100644 --- a/ge/graph/load/model_manager/data_dumper.cc +++ b/ge/graph/load/model_manager/data_dumper.cc @@ -72,24 +72,6 @@ static bool ParseNameIndex(const std::string &node_name_index, std::string &node static bool IsTensorDescWithSkipDumpAddrType(bool has_mem_type_attr, vector v_memory_type, size_t i) { return has_mem_type_attr && (v_memory_type[i] == RT_MEMORY_L1); } - -static uint64_t GetNowTime() { - uint64_t ret = 0; - mmTimeval tv; - if (mmGetTimeOfDay(&tv, nullptr) == 0) { - ret = tv.tv_sec * 1000000ULL + tv.tv_usec; - } - - return ret; -} - -static void ReplaceStringElem(std::string &str) { - for_each(str.begin(), str.end(), [](char &ch) { - if ((ch == ' ') || (ch == '.') || (ch == '/') || (ch == '\\')) { - ch = '_'; - } - }); -} } // namespace static int32_t GetIrDataType(ge::DataType data_type) { @@ -194,66 +176,6 @@ void DataDumper::SaveOpDebugId(uint32_t task_id, uint32_t stream_id, void *op_de is_op_debug_ = is_op_debug; } -void DataDumper::SaveDumpOpInfo(const RuntimeParam &model_param, const OpDescPtr &op, uint32_t task_id, - uint32_t stream_id) { - GELOGD("Start SaveDumpOpInfo of task_id: %u, stream_id: %u", task_id, stream_id); - OpDescInfo op_desc_info; - op_desc_info.op_name = op->GetName(); - op_desc_info.op_type = op->GetType(); - op_desc_info.task_id = task_id; - op_desc_info.stream_id = stream_id; - for (size_t i = 0; i < op->GetAllInputsSize(); ++i) { - GeTensorDescPtr input_tensor_desc = op->MutableInputDesc(i); - if (input_tensor_desc == nullptr) { - continue; - } - op_desc_info.input_format.emplace_back(input_tensor_desc->GetFormat()); - op_desc_info.input_shape.emplace_back(input_tensor_desc->GetShape().GetDims()); - op_desc_info.input_data_type.emplace_back(input_tensor_desc->GetDataType()); - int64_t input_size = 0; - - if (TensorUtils::GetTensorSizeInBytes(*input_tensor_desc, input_size) != SUCCESS) { - GELOGW("Get input size failed"); - return; - } - GELOGD("Save dump op info, the input size is %ld", input_size); - op_desc_info.input_size.emplace_back(input_size); - } - for (size_t j = 0; j < op->GetOutputsSize(); ++j) { - GeTensorDescPtr output_tensor_desc = op->MutableOutputDesc(j); - if (output_tensor_desc == nullptr) { - continue; - } - op_desc_info.output_format.emplace_back(output_tensor_desc->GetFormat()); - op_desc_info.output_shape.emplace_back(output_tensor_desc->GetShape().GetDims()); - op_desc_info.output_data_type.emplace_back(output_tensor_desc->GetDataType()); - int64_t output_size = 0; - if (TensorUtils::GetTensorSizeInBytes(*output_tensor_desc, output_size) != SUCCESS) { - GELOGW("Get input size failed"); - return; - } - GELOGD("Save dump op info, the output size is %ld", output_size); - op_desc_info.output_size.emplace_back(output_size); - } - op_desc_info.input_addrs = ModelUtils::GetInputDataAddrs(model_param, op); - op_desc_info.output_addrs = ModelUtils::GetOutputDataAddrs(model_param, op); - - op_desc_info_.emplace_back(op_desc_info); -} - -bool DataDumper::GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const { - GELOGI("There are %zu op need to dump.", op_desc_info_.size()); - for (size_t index = 0; index < op_desc_info_.size(); ++index) { - OpDescInfo dump_op_info = op_desc_info_.at(index); - if (dump_op_info.task_id == task_id && dump_op_info.stream_id == stream_id) { - GELOGI("find exception op of task_id: %u, stream_id: %u.", task_id, stream_id); - op_desc_info = dump_op_info; - return true; - } - } - return false; -} - void DataDumper::SaveDumpTask(uint32_t task_id, uint32_t stream_id, const std::shared_ptr &op_desc, uintptr_t args) { if (op_desc == nullptr) { @@ -873,97 +795,4 @@ void DataDumper::PrintCheckLog(string &dump_list_key) { } } } - -Status DataDumper::DumpExceptionInput(const OpDescInfo &op_desc_info, const string &dump_file) { - GELOGI("Start to dump exception input"); - for (size_t i = 0; i < op_desc_info.input_addrs.size(); i++) { - if (Debug::DumpDevMem(dump_file.data(), op_desc_info.input_addrs.at(i), op_desc_info.input_size.at(i)) != SUCCESS) { - GELOGE(PARAM_INVALID, "Dump the %zu input data failed", i); - return PARAM_INVALID; - } - } - return SUCCESS; -} - -Status DataDumper::DumpExceptionOutput(const OpDescInfo &op_desc_info, const string &dump_file) { - GELOGI("Start to dump exception output"); - for (size_t i = 0; i < op_desc_info.output_addrs.size(); i++) { - if (Debug::DumpDevMem(dump_file.data(), op_desc_info.output_addrs.at(i), op_desc_info.output_size.at(i)) != - SUCCESS) { - GELOGE(PARAM_INVALID, "Dump the %zu input data failed", i); - return PARAM_INVALID; - } - } - return SUCCESS; -} - -Status DataDumper::DumpExceptionInfo(const std::vector exception_infos) { - GELOGI("Start to dump exception info"); - for (const rtExceptionInfo &iter : exception_infos) { - OpDescInfo op_desc_info; - if (GetOpDescInfo(iter.streamid, iter.taskid, op_desc_info)) { - toolkit::dumpdata::DumpData dump_data; - dump_data.set_version("2.0"); - dump_data.set_dump_time(GetNowTime()); - dump_data.set_op_name(op_desc_info.op_name); - for (size_t i = 0; i < op_desc_info.input_format.size(); ++i) { - toolkit::dumpdata::OpInput input; - input.set_data_type(toolkit::dumpdata::OutputDataType(GetIrDataType(op_desc_info.input_data_type[i]))); - input.set_format(toolkit::dumpdata::OutputFormat(op_desc_info.input_format[i])); - for (auto dim : op_desc_info.input_shape[i]) { - input.mutable_shape()->add_dim(dim); - } - input.set_size(op_desc_info.input_size[i]); - GELOGI("The input size int exception is %ld", op_desc_info.input_size[i]); - dump_data.mutable_input()->Add(std::move(input)); - } - for (size_t j = 0; j < op_desc_info.output_format.size(); ++j) { - toolkit::dumpdata::OpOutput output; - output.set_data_type(toolkit::dumpdata::OutputDataType(GetIrDataType(op_desc_info.output_data_type[j]))); - output.set_format(toolkit::dumpdata::OutputFormat(op_desc_info.output_format[j])); - for (auto dim : op_desc_info.output_shape[j]) { - output.mutable_shape()->add_dim(dim); - } - output.set_size(op_desc_info.output_size[j]); - GELOGI("The output size int exception is %ld", op_desc_info.output_size[j]); - dump_data.mutable_output()->Add(std::move(output)); - } - uint64_t now_time = GetNowTime(); - std::string op_name = op_desc_info.op_name; - std::string op_type = op_desc_info.op_type; - ReplaceStringElem(op_name); - ReplaceStringElem(op_type); - string dump_file_path = - "./" + op_type + "." + op_name + "." + std::to_string(op_desc_info.task_id) + "." + std::to_string(now_time); - GELOGI("The exception dump file path is %s", dump_file_path.c_str()); - - uint64_t proto_size = dump_data.ByteSizeLong(); - std::unique_ptr proto_msg(new (std::nothrow) char[proto_size]); - bool ret = dump_data.SerializeToArray(proto_msg.get(), proto_size); - if (!ret || proto_size == 0) { - GELOGE(PARAM_INVALID, "Dump data proto serialize failed"); - return PARAM_INVALID; - } - - GE_CHK_STATUS_RET(MemoryDumper::DumpToFile(dump_file_path.c_str(), &proto_size, sizeof(uint64_t)), - "Failed to dump proto size"); - GE_CHK_STATUS_RET(MemoryDumper::DumpToFile(dump_file_path.c_str(), proto_msg.get(), proto_size), - "Failed to dump proto msg"); - if (DumpExceptionInput(op_desc_info, dump_file_path) != SUCCESS) { - GELOGE(PARAM_INVALID, "Dump exception input failed"); - return PARAM_INVALID; - } - - if (DumpExceptionOutput(op_desc_info, dump_file_path) != SUCCESS) { - GELOGE(PARAM_INVALID, "Dump exception output failed"); - return PARAM_INVALID; - } - GELOGI("Dump exception info SUCCESS"); - } else { - GELOGE(PARAM_INVALID, "Get op desc info failed,task id:%u,stream id:%u", iter.taskid, iter.streamid); - return PARAM_INVALID; - } - } - return SUCCESS; -} } // namespace ge diff --git a/ge/graph/load/model_manager/data_dumper.h b/ge/graph/load/model_manager/data_dumper.h index 06b42afd..8af07d86 100755 --- a/ge/graph/load/model_manager/data_dumper.h +++ b/ge/graph/load/model_manager/data_dumper.h @@ -70,8 +70,6 @@ class DataDumper { void SaveDumpInput(const std::shared_ptr &node); - void SaveDumpOpInfo(const RuntimeParam &model_param, const OpDescPtr &op, uint32_t task_id, uint32_t stream_id); - // args is device memory stored first output addr void SaveDumpTask(uint32_t task_id, uint32_t stream_id, const std::shared_ptr &op_desc, uintptr_t args); void SaveEndGraphId(uint32_t task_id, uint32_t stream_id); @@ -87,14 +85,8 @@ class DataDumper { void SetDumpProperties(const DumpProperties &dump_properties) { dump_properties_ = dump_properties; } const DumpProperties &GetDumpProperties() const { return dump_properties_; } - bool GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const; const std::vector &GetAllOpDescInfo() const { return op_desc_info_; } - // Dump exception info - Status DumpExceptionInput(const OpDescInfo &op_desc_info, const string &dump_file); - Status DumpExceptionOutput(const OpDescInfo &op_desc_info, const string &dump_file); - Status DumpExceptionInfo(const std::vector exception_infos); - private: void ReleaseDevMem(void **ptr) noexcept; diff --git a/ge/graph/load/model_manager/davinci_model.cc b/ge/graph/load/model_manager/davinci_model.cc index c053ad63..ccdbe108 100755 --- a/ge/graph/load/model_manager/davinci_model.cc +++ b/ge/graph/load/model_manager/davinci_model.cc @@ -2506,9 +2506,9 @@ Status DavinciModel::ReturnResult(uint32_t data_id, const bool rslt_flg, const b GE_CHECK_NOTNULL(model_manager); auto exception_infos = model_manager->GetExceptionInfos(); if (exception_infos.size() > 0) { - GE_CHK_STATUS_RET(data_dumper_.DumpExceptionInfo(exception_infos), "Dump exception info failed"); + GE_CHK_STATUS_RET(DumpExceptionInfo(exception_infos), "[Dump][Exception] Dump exception info failed."); } else { - GELOGI("Exception info is null"); + GELOGI("[Dump][Exception] Exception info is null"); } GE_CHK_STATUS(listener_->OnComputeDone(model_id_, data_id, INTERNAL_ERROR, outputs), "OnComputeDone failed."); return INTERNAL_ERROR; diff --git a/ge/graph/load/model_manager/davinci_model.h b/ge/graph/load/model_manager/davinci_model.h index 58478b0f..1a66701b 100755 --- a/ge/graph/load/model_manager/davinci_model.h +++ b/ge/graph/load/model_manager/davinci_model.h @@ -29,6 +29,7 @@ #include "common/helper/om_file_helper.h" #include "common/opskernel/ge_task_info.h" #include "common/properties_manager.h" +#include "common/dump/dump_exception.h" #include "common/dump/opdebug_register.h" #include "common/types.h" #include "framework/common/util.h" @@ -468,13 +469,17 @@ class DavinciModel { Status ReportProfilingData(); void SaveDumpOpInfo(const RuntimeParam &model_param, const OpDescPtr &op, uint32_t task_id, uint32_t stream_id) { - data_dumper_.SaveDumpOpInfo(model_param, op, task_id, stream_id); + dump_exception_.SaveDumpOpInfo(model_param, op, task_id, stream_id); } void SaveDumpTask(uint32_t task_id, uint32_t stream_id, const shared_ptr &op_desc, uintptr_t args) { data_dumper_.SaveDumpTask(task_id, stream_id, op_desc, args); } + Status DumpExceptionInfo(const std::vector &exception_infos) const { + return dump_exception_.DumpExceptionInfo(exception_infos); + } + void SetKnownShapeGlobalStep(void *global_step) { known_shape_global_step_ = global_step; } @@ -547,7 +552,7 @@ class DavinciModel { const DumpProperties &GetDumpProperties() const { return data_dumper_.GetDumpProperties(); } bool GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const { - return data_dumper_.GetOpDescInfo(stream_id, task_id, op_desc_info); + return dump_exception_.GetOpDescInfo(stream_id, task_id, op_desc_info); } private: @@ -990,6 +995,7 @@ class DavinciModel { int64_t maxDumpOpNum_; // for data dump DataDumper data_dumper_; + DumpException dump_exception_; OpdebugRegister opdebug_register_; uint64_t iterator_count_; bool is_l1_fusion_enable_; diff --git a/ge/graph/load/model_manager/model_manager.cc b/ge/graph/load/model_manager/model_manager.cc index 27cbd526..59c3adec 100755 --- a/ge/graph/load/model_manager/model_manager.cc +++ b/ge/graph/load/model_manager/model_manager.cc @@ -1492,9 +1492,21 @@ Status ModelManager::GetOpDescInfo(uint32_t device_id, uint32_t stream_id, uint3 for (const auto &model : model_map_) { auto davinci_model = model.second; if (davinci_model->GetDeviceId() == device_id) { - GELOGI("Start to GetOpDescInfo of device_id: %u.", device_id); + GELOGI("[Get][OpDescInfo] Start to GetOpDescInfo of device_id: %u in davinci model.", device_id); if (davinci_model->GetOpDescInfo(stream_id, task_id, op_desc_info)) { - GELOGI("Find specific node of stream_id: %u, task_id: %u.", stream_id, task_id); + GELOGI("[Get][OpDescInfo] Find specific node of stream_id: %u, task_id: %u in davinci model.", + stream_id, task_id); + return SUCCESS; + } + } + } + for (const auto &model : hybrid_model_map_) { + auto hybrid_model = model.second; + if (hybrid_model->GetDeviceId() == device_id) { + GELOGI("[Get][OpDescInfo] Start to GetOpDescInfo of device_id: %u in hybrid model.", device_id); + if (hybrid_model->GetOpDescInfo(stream_id, task_id, op_desc_info)) { + GELOGI("[Get][OpDescInfo] Find specific node of stream_id: %u, task_id: %u in hybrid model.", + stream_id, task_id); return SUCCESS; } } diff --git a/ge/hybrid/executor/hybrid_model_executor.cc b/ge/hybrid/executor/hybrid_model_executor.cc index 4b589a03..b8426736 100755 --- a/ge/hybrid/executor/hybrid_model_executor.cc +++ b/ge/hybrid/executor/hybrid_model_executor.cc @@ -17,6 +17,7 @@ #include "hybrid_model_executor.h" #include "graph/ge_context.h" #include "graph/runtime_inference_context.h" +#include "graph/load/model_manager/model_manager.h" #include "common/dump/dump_manager.h" namespace ge { @@ -80,8 +81,18 @@ Status HybridModelExecutor::ExecuteGraphInternal(SubgraphExecutor &executor, HYBRID_CHK_STATUS_RET(executor.ExecuteAsync(args.inputs, args.input_desc, args.outputs), "Failed to execute partitioned call."); RECORD_MODEL_EXECUTION_EVENT(&context_, "[ExecuteAsync] End"); + Status ret = executor.Synchronize(); + if (ret != ge::SUCCESS) { + auto model_manager = ModelManager::GetInstance(); + GE_CHECK_NOTNULL(model_manager); + auto exception_infos = model_manager->GetExceptionInfos(); + if (model_ != nullptr) { + HYBRID_CHK_STATUS_RET(model_->DumpExceptionInfo(exception_infos), + "[Execute][GraphInternal] Dump exception info failed."); + } + GELOGE(ret, "[Execute][GraphInternal] Synchronize failed."); + } - HYBRID_CHK_STATUS_RET(executor.Synchronize(), "Failed to sync root graph."); RECORD_MODEL_EXECUTION_EVENT(&context_, "[Synchronize] End"); args.outputs.clear(); diff --git a/ge/hybrid/executor/hybrid_model_pipeline_executor.cc b/ge/hybrid/executor/hybrid_model_pipeline_executor.cc index 4706fa97..667294ff 100644 --- a/ge/hybrid/executor/hybrid_model_pipeline_executor.cc +++ b/ge/hybrid/executor/hybrid_model_pipeline_executor.cc @@ -4,6 +4,7 @@ #include "common/dump/dump_manager.h" #include "graph/ge_context.h" #include "graph/runtime_inference_context.h" +#include "graph/load/model_manager/model_manager.h" namespace ge { namespace hybrid { @@ -250,6 +251,13 @@ Status HybridModelPipelineExecutor::Execute(HybridModelExecutor::ExecuteArgs &ar ret = stage_executors_[i]->Synchronize(); if (ret != SUCCESS) { + auto model_manager = ModelManager::GetInstance(); + GE_CHECK_NOTNULL(model_manager); + auto exception_infos = model_manager->GetExceptionInfos(); + if (model_ != nullptr) { + HYBRID_CHK_STATUS_RET(model_->DumpExceptionInfo(exception_infos), + "[Execute][pipeline] Dump exception info failed."); + } GELOGE(ret, "[Executor: %zu] Failed to synchronize result.", i); has_error = true; continue; diff --git a/ge/hybrid/executor/worker/execution_engine.cc b/ge/hybrid/executor/worker/execution_engine.cc index de3bdc37..db7966f2 100755 --- a/ge/hybrid/executor/worker/execution_engine.cc +++ b/ge/hybrid/executor/worker/execution_engine.cc @@ -69,6 +69,7 @@ class NodeDoneCallback { private: Status PrepareConstInputs(const NodeItem &node_item); Status DumpDynamicNode(); + Status SaveDumpOpInfo(); Status ProfilingReport(); Status GetTaskDescInfo(const NodePtr node, const HybridModel *model, std::vector &task_desc_info); @@ -255,6 +256,42 @@ Status NodeDoneCallback::DumpDynamicNode() { return SUCCESS; } +Status NodeDoneCallback::SaveDumpOpInfo() { + GE_CHECK_NOTNULL(graph_context_); + GE_CHECK_NOTNULL(graph_context_->model); + + auto node = context_->GetNodeItem().node; + if (node == nullptr) { + GELOGE(PARAM_INVALID, "[Save][DumpOpInfo] Get node is nullptr."); + return PARAM_INVALID; + } + auto op_desc = node->GetOpDesc(); + GE_CHECK_NOTNULL(op_desc); + + vector input_addrs; + vector output_addrs; + for (int i = 0; i < context_->NumInputs(); i++) { + auto tensor_value = context_->GetInput(i); + GE_CHK_BOOL_RET_STATUS(tensor_value != nullptr, PARAM_INVALID, "[Save][DumpOpInfo] Tensor value is nullptr."); + void *input_addr = const_cast(tensor_value->GetData()); + input_addrs.emplace_back(input_addr); + } + for (int j = 0; j < context_->NumOutputs(); j++) { + auto tensor_value = context_->GetOutput(j); + GE_CHK_BOOL_RET_STATUS(tensor_value != nullptr, PARAM_INVALID, "[Save][DumpOpInfo] Tensor value is nullptr."); + void *output_addr = const_cast(tensor_value->GetData()); + output_addrs.emplace_back(output_addr); + } + + uint32_t stream_id = context_->GetStreamId(); + uint32_t task_id = context_->GetTaskId(); + auto model = const_cast(graph_context_->model); + GE_CHECK_NOTNULL(model); + model->SaveDumpOpInfo(op_desc, task_id, stream_id, input_addrs, output_addrs); + + return SUCCESS; +} + Status NodeDoneCallback::OnNodeDone() { auto &node_item = context_->GetNodeItem(); GELOGI("[%s] Start callback process.", node_item.NodeName().c_str()); @@ -267,6 +304,8 @@ Status NodeDoneCallback::OnNodeDone() { GE_CHK_STATUS_RET(DumpDynamicNode(), "Failed to dump dynamic node"); } + GE_CHK_STATUS_RET(SaveDumpOpInfo(), "Failed to dump op info."); + if (ProfilingManager::Instance().ProfilingModelExecuteOn()) { GE_CHK_STATUS_RET(ProfilingReport(), "Report node[%s] to profiling failed.", node_item.NodeName().c_str()); diff --git a/ge/hybrid/hybrid_davinci_model.cc b/ge/hybrid/hybrid_davinci_model.cc index 430dfa85..c94afb1b 100755 --- a/ge/hybrid/hybrid_davinci_model.cc +++ b/ge/hybrid/hybrid_davinci_model.cc @@ -76,6 +76,10 @@ class HybridDavinciModel::Impl { executor_.SetDeviceId(device_id); } + uint32_t GetDeviceId() { + return model_.GetDeviceId(); + } + void SetModelName(const string &model_name) { model_.SetModelName(model_name); executor_.SetModelName(model_name); @@ -108,6 +112,10 @@ class HybridDavinciModel::Impl { model_.SetModelDescVersion(is_new_model_desc); } + bool GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const { + return model_.GetOpDescInfo(stream_id, task_id, op_desc_info); + } + private: std::shared_ptr listener_; HybridModel model_; @@ -181,6 +189,11 @@ void HybridDavinciModel::SetDeviceId(uint32_t device_id) { } } +uint32_t HybridDavinciModel::GetDeviceId() const { + GE_CHECK_NOTNULL(impl_); + return impl_->GetDeviceId(); +} + void HybridDavinciModel::SetModelName(const string &model_name) { if (impl_ != nullptr) { impl_->SetModelName(model_name); @@ -222,5 +235,12 @@ uint64_t HybridDavinciModel::GetSessionId() { GE_CHECK_NOTNULL(impl_); return impl_->GetSessionId(); } + +bool HybridDavinciModel::GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const { + if (impl_ == nullptr) { + return false; + } + return impl_->GetOpDescInfo(stream_id, task_id, op_desc_info); +} } // namespace hybrid } // namespace ge diff --git a/ge/hybrid/hybrid_davinci_model.h b/ge/hybrid/hybrid_davinci_model.h index 74dca9ed..556e2402 100644 --- a/ge/hybrid/hybrid_davinci_model.h +++ b/ge/hybrid/hybrid_davinci_model.h @@ -57,6 +57,8 @@ class HybridDavinciModel { void SetDeviceId(uint32_t device_id); + uint32_t GetDeviceId() const; + void SetModelName(const string &model_name); uint64_t GetSessionId(); @@ -74,6 +76,8 @@ class HybridDavinciModel { void SetModelDescVersion(bool is_new_model_desc); + bool GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const; + private: HybridDavinciModel() = default; class Impl; diff --git a/ge/hybrid/hybrid_davinci_model_stub.cc b/ge/hybrid/hybrid_davinci_model_stub.cc index 5b10fb7a..4ad330e9 100644 --- a/ge/hybrid/hybrid_davinci_model_stub.cc +++ b/ge/hybrid/hybrid_davinci_model_stub.cc @@ -61,6 +61,10 @@ void HybridDavinciModel::SetModelId(uint32_t model_id) { void HybridDavinciModel::SetDeviceId(uint32_t device_id) { } +uint32_t HybridDavinciModel::GetDeviceId() const { + return 0; +} + void HybridDavinciModel::SetModelName(const string &model_name) { } @@ -87,5 +91,9 @@ Status HybridDavinciModel::GetInputOutputDescInfo(vector &i void HybridDavinciModel::SetModelDescVersion(bool is_new_model_desc) { } + +bool HybridDavinciModel::GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const { + return true; +} } // namespace hybrid } // namespace ge \ No newline at end of file diff --git a/ge/hybrid/model/hybrid_model.cc b/ge/hybrid/model/hybrid_model.cc index a0217d52..21ee3f90 100644 --- a/ge/hybrid/model/hybrid_model.cc +++ b/ge/hybrid/model/hybrid_model.cc @@ -18,6 +18,7 @@ #include #include "graph/debug/ge_attr_define.h" #include "graph/load/model_manager/model_utils.h" +#include "graph/load/model_manager/davinci_model.h" #include "graph/utils/graph_utils.h" #include "graph/utils/node_utils.h" #include "graph/utils/tensor_utils.h" @@ -214,6 +215,42 @@ void HybridModel::CreateInputDimsInfo(const OpDescPtr &op_desc, InputOutputDescI } } +void HybridModel::SaveDavinciModel(const std::shared_ptr &davinci_model) { + davinci_model_.emplace_back(davinci_model); +} + +Status HybridModel::DumpExceptionInfo(const std::vector &exception_infos) const { + if (exception_infos.empty()) { + GELOGI("[Dump][ExceptionInfo] Exception info is null"); + return SUCCESS; + } + + GELOGI("[Dump][ExceptionInfo] Start to search dynamic op info and to dump."); + if (dump_exception_.DumpExceptionInfo(exception_infos) != SUCCESS) { + GELOGE(FAILED, "[Dump][Exception] Dump dynamic op exception info failed."); + return FAILED; + } + + GELOGI("[Dump][ExceptionInfo] Start to search static op info and to dump."); + for (const auto &iter : davinci_model_) { + if (iter != nullptr) { + if (iter->DumpExceptionInfo(exception_infos) != SUCCESS) { + GELOGE(FAILED, "[Dump][Exception] Dump static op exception info failed."); + return FAILED; + } + } + } + return SUCCESS; +} + +bool HybridModel::GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const { + bool ret = dump_exception_.GetOpDescInfo(stream_id, task_id, op_desc_info); + for (const auto &iter : davinci_model_) { + ret = ret || iter->GetOpDescInfo(stream_id, task_id, op_desc_info); + } + return ret; +} + Status HybridModel::GetInputDescInfo(vector &input_desc, std::vector &formats) { auto node_item_list = root_graph_item_->GetInputNodes(); for (auto &node_item : node_item_list) { diff --git a/ge/hybrid/model/hybrid_model.h b/ge/hybrid/model/hybrid_model.h index fae53679..99cf5eff 100644 --- a/ge/hybrid/model/hybrid_model.h +++ b/ge/hybrid/model/hybrid_model.h @@ -20,6 +20,7 @@ #include #include #include +#include "common/dump/dump_exception.h" #include "framework/common/ge_inner_error_codes.h" #include "graph/load/model_manager/data_inputer.h" #include "graph/load/model_manager/task_info/task_info.h" @@ -126,6 +127,17 @@ class HybridModel { std::vector> &shape_ranges, InputOutputDescInfo &input); + void SaveDumpOpInfo(const OpDescPtr &op, uint32_t task_id, uint32_t stream_id, + vector &input_addrs, vector &output_addrs) { + dump_exception_.SaveDumpOpInfo(op, task_id, stream_id, input_addrs, output_addrs); + } + + void SaveDavinciModel(const std::shared_ptr &davinci_model); + + Status DumpExceptionInfo(const std::vector &exception_infos) const; + + bool GetOpDescInfo(uint32_t stream_id, uint32_t task_id, OpDescInfo &op_desc_info) const; + private: friend class HybridModelBuilder; friend class HybridModelAsyncExecutor; @@ -146,6 +158,10 @@ class HybridModel { std::map> subgraph_items_; std::map> node_items_; + // dump exception + DumpException dump_exception_; + std::vector> davinci_model_; + bool is_new_model_desc_ = false; // support aipp bool is_single_op_ = false; diff --git a/ge/hybrid/node_executor/aicore/aicore_node_executor.cc b/ge/hybrid/node_executor/aicore/aicore_node_executor.cc index 119db0af..34ffa6ee 100755 --- a/ge/hybrid/node_executor/aicore/aicore_node_executor.cc +++ b/ge/hybrid/node_executor/aicore/aicore_node_executor.cc @@ -199,6 +199,8 @@ Status AiCoreNodeTask::ExecuteAsync(TaskContext &context, std::function GELOGE(RT_FAILED, "Get task_id and stream_id failed, ret: 0x%X.", rt_ret); return RT_ERROR_TO_GE_STATUS(rt_ret); } + context.SetTaskId(task_id); + context.SetStreamId(stream_id); GELOGD("Aicore node[%s] task_id: %u, stream_id: %u.", context.GetNodeName(), task_id, stream_id); (void)context.SaveProfilingTaskDescInfo(task_id, stream_id, kTaskTypeAicore, (*it)->GetBlockDim()); RECORD_EXECUTION_EVENT(context.GetExecutionContext(), context.GetNodeName(), "[AiCoreNodeLaunchKernel] End"); diff --git a/ge/hybrid/node_executor/aicpu/aicpu_node_executor.cc b/ge/hybrid/node_executor/aicpu/aicpu_node_executor.cc index 1e2fbfe8..ccd95e5d 100755 --- a/ge/hybrid/node_executor/aicpu/aicpu_node_executor.cc +++ b/ge/hybrid/node_executor/aicpu/aicpu_node_executor.cc @@ -206,6 +206,8 @@ Status AicpuNodeTaskBase::ExecuteAsync(TaskContext &context, std::function done_callback) { +Status KnownNodeTask::ExecuteAsync(TaskContext &context, std::function done_callback) { RECORD_EXECUTION_EVENT(context.GetExecutionContext(), context.GetNodeName(), "[KnownNodeTaskExecuteAsync] Start"); GELOGD("[%s] KnownNodeTask::ExecuteAsync in.", context.GetNodeName()); if (davinci_model_->GetTaskList().empty()) { @@ -171,6 +171,9 @@ Status KnownNodeExecutor::LoadTask(const HybridModel &model, const NodePtr &node std::shared_ptr davinci_model = MakeShared(0, nullptr); GE_CHECK_NOTNULL(davinci_model); + auto hybrid_model = &const_cast(model); + GE_CHECK_NOTNULL(hybrid_model); + hybrid_model->SaveDavinciModel(davinci_model); // set known node flag as true davinci_model->SetKnownNode(true); diff --git a/tests/ut/ge/CMakeLists.txt b/tests/ut/ge/CMakeLists.txt index 3caba788..53ffb7de 100755 --- a/tests/ut/ge/CMakeLists.txt +++ b/tests/ut/ge/CMakeLists.txt @@ -166,6 +166,7 @@ set(COMMON_SRC_FILES "${GE_CODE_DIR}/ge/common/dump/dump_properties.cc" "${GE_CODE_DIR}/ge/common/helper/model_helper.cc" "${GE_CODE_DIR}/ge/common/dump/dump_manager.cc" + "${GE_CODE_DIR}/ge/common/dump/dump_exception.cc" "${GE_CODE_DIR}/ge/common/dump/opdebug_register.cc" "${GE_CODE_DIR}/ge/common/helper/om_file_helper.cc" "${GE_CODE_DIR}/ge/model/ge_root_model.cc"