From: @zhangxiaokun9 Reviewed-by: @xchu42,@wqtshg Signed-off-by: @ji_chentags/v1.2.0
| @@ -53,6 +53,7 @@ string PluginManager::GetPath() { | |||||
| GELOGW("Failed to read the shared library file path!"); | GELOGW("Failed to read the shared library file path!"); | ||||
| return string(); | return string(); | ||||
| } else { | } else { | ||||
| GE_IF_BOOL_EXEC(dl_info.dli_fname == nullptr, return string()); | |||||
| std::string so_path = dl_info.dli_fname; | std::string so_path = dl_info.dli_fname; | ||||
| char path[MMPA_MAX_PATH] = {0}; | char path[MMPA_MAX_PATH] = {0}; | ||||
| if (so_path.length() >= MMPA_MAX_PATH) { | if (so_path.length() >= MMPA_MAX_PATH) { | ||||
| @@ -147,7 +147,7 @@ static Status CheckEngineTypeSupport(const OpDescPtr &op_desc, OpEngineType engi | |||||
| return FAILED; | return FAILED; | ||||
| } | } | ||||
| static Status AddInputs(const ComputeGraphPtr &graph, const NodePtr &node, GeTensorDesc &tensor, int32_t index, | |||||
| static Status AddInputs(const ComputeGraphPtr &graph, const NodePtr &node, const GeTensorDesc &tensor, int32_t index, | |||||
| bool attr) { | bool attr) { | ||||
| GE_CHECK_NOTNULL_EXEC(graph, return PARAM_INVALID); | GE_CHECK_NOTNULL_EXEC(graph, return PARAM_INVALID); | ||||
| GE_CHECK_NOTNULL_EXEC(node, return PARAM_INVALID); | GE_CHECK_NOTNULL_EXEC(node, return PARAM_INVALID); | ||||
| @@ -671,6 +671,8 @@ Status GeGenerator::CheckForSingleOp(OpDescPtr &op_desc, const vector<GeTensor> | |||||
| Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &inputs, const vector<GeTensor> &outputs, | Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &inputs, const vector<GeTensor> &outputs, | ||||
| const string &model_file_name, OpEngineType engine_type, ModelBufferData &model_buff, | const string &model_file_name, OpEngineType engine_type, ModelBufferData &model_buff, | ||||
| bool is_offline) { | bool is_offline) { | ||||
| GE_CHECK_NOTNULL_EXEC(impl_, return PARAM_INVALID); | |||||
| impl_->is_offline_ = is_offline; | |||||
| if (!is_offline) { | if (!is_offline) { | ||||
| (void)AttrUtils::SetBool(op_desc, ATTR_SINGLE_OP_SCENE, true); | (void)AttrUtils::SetBool(op_desc, ATTR_SINGLE_OP_SCENE, true); | ||||
| } | } | ||||
| @@ -709,8 +711,6 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in | |||||
| GELOGI("ATC parser success in single op build."); | GELOGI("ATC parser success in single op build."); | ||||
| GeRootModelPtr ge_root_model = nullptr; | GeRootModelPtr ge_root_model = nullptr; | ||||
| GE_CHECK_NOTNULL_EXEC(impl_, return PARAM_INVALID); | |||||
| impl_->is_offline_ = is_offline; | |||||
| GE_CHK_STATUS_RET_NOLOG(impl_->BuildModel(graph, inputs, ge_root_model)); | GE_CHK_STATUS_RET_NOLOG(impl_->BuildModel(graph, inputs, ge_root_model)); | ||||
| map<string, GeAttrValue> op_attrs = op_desc_tmp->GetAllAttrs(); | map<string, GeAttrValue> op_attrs = op_desc_tmp->GetAllAttrs(); | ||||
| GE_CHECK_NOTNULL(ge_root_model); | GE_CHECK_NOTNULL(ge_root_model); | ||||
| @@ -723,7 +723,7 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in | |||||
| const ComputeGraphPtr root_graph = ge_root_model->GetRootGraph(); | const ComputeGraphPtr root_graph = ge_root_model->GetRootGraph(); | ||||
| GeModelPtr &ge_model = name_to_ge_model.begin()->second; | GeModelPtr &ge_model = name_to_ge_model.begin()->second; | ||||
| GE_CHK_STATUS_RET_NOLOG(CheckDynamicSupport(ge_model, root_graph)); | GE_CHK_STATUS_RET_NOLOG(CheckDynamicSupport(ge_model, root_graph)); | ||||
| GELOGD("The opType in op_desc_tmp is [%s]", op_desc_tmp->GetType().c_str()); | |||||
| GELOGI("After build model, The opType in op_desc_tmp is [%s]", op_desc_tmp->GetType().c_str()); | |||||
| bool all_shape = false; | bool all_shape = false; | ||||
| (void)AttrUtils::GetBool(op_desc, kAicpuAllshape, all_shape); | (void)AttrUtils::GetBool(op_desc, kAicpuAllshape, all_shape); | ||||
| @@ -738,6 +738,7 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in | |||||
| } else { | } else { | ||||
| GE_CHK_STATUS_RET_NOLOG(impl_->SaveParams(ge_model, op_desc_tmp->GetType(), op_attrs, inputs, outputs)); | GE_CHK_STATUS_RET_NOLOG(impl_->SaveParams(ge_model, op_desc_tmp->GetType(), op_attrs, inputs, outputs)); | ||||
| } | } | ||||
| GELOGI("Start save GeModel to Model buffer"); | |||||
| GE_CHK_STATUS_RET_NOLOG(impl_->SaveModel(model_file_name, ge_model, model_buff)); | GE_CHK_STATUS_RET_NOLOG(impl_->SaveModel(model_file_name, ge_model, model_buff)); | ||||
| return SUCCESS; | return SUCCESS; | ||||
| } | } | ||||
| @@ -753,10 +754,12 @@ Status GeGenerator::BuildSingleOp(OpDescPtr &op_desc, const vector<GeTensor> &in | |||||
| */ | */ | ||||
| Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor> &inputs, | Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor> &inputs, | ||||
| const vector<GeTensor> &outputs, const string &model_file_name) { | const vector<GeTensor> &outputs, const string &model_file_name) { | ||||
| GELOGI("Start to build single op offline model."); | |||||
| GELOGI("Start to build single op offline model, input size: %zu, output size: %zu", inputs.size(), outputs.size()); | |||||
| ModelBufferData model_buff; | ModelBufferData model_buff; | ||||
| OpEngineType engine_type = ENGINE_SYS; | OpEngineType engine_type = ENGINE_SYS; | ||||
| return BuildSingleOp(op_desc, inputs, outputs, model_file_name, engine_type, model_buff, true); | |||||
| Status status = BuildSingleOp(op_desc, inputs, outputs, model_file_name, engine_type, model_buff, true); | |||||
| GELOGI("Finish build single offline model, status: %u", status); | |||||
| return status; | |||||
| } | } | ||||
| /** | /** | ||||
| @@ -772,8 +775,10 @@ Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor | |||||
| Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor> &inputs, | Status GeGenerator::BuildSingleOpModel(OpDescPtr &op_desc, const vector<GeTensor> &inputs, | ||||
| const vector<GeTensor> &outputs, OpEngineType engine_type, | const vector<GeTensor> &outputs, OpEngineType engine_type, | ||||
| ModelBufferData &model_buff) { | ModelBufferData &model_buff) { | ||||
| GELOGI("Start to build single op online"); | |||||
| return BuildSingleOp(op_desc, inputs, outputs, kFileNameSuffix, engine_type, model_buff, false); | |||||
| 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); | |||||
| GELOGI("Finish build single online model, status: %u", status); | |||||
| return status; | |||||
| } | } | ||||
| Status GeGenerator::BuildSingleOpGraph(OpDescPtr &op_desc, const vector<GeTensor> &inputs, | Status GeGenerator::BuildSingleOpGraph(OpDescPtr &op_desc, const vector<GeTensor> &inputs, | ||||
| @@ -798,8 +803,7 @@ Status GeGenerator::BuildSingleOpGraph(OpDescPtr &op_desc, const vector<GeTensor | |||||
| } | } | ||||
| } else { | } else { | ||||
| for (const auto &in_desc : inputs) { | for (const auto &in_desc : inputs) { | ||||
| GeTensorDesc input_desc = in_desc.GetTensorDesc(); | |||||
| GE_CHK_STATUS_RET_NOLOG(AddInputs(compute_graph, op_node, input_desc, arg_index, true)); | |||||
| GE_CHK_STATUS_RET_NOLOG(AddInputs(compute_graph, op_node, in_desc.GetTensorDesc(), arg_index, true)); | |||||
| arg_index++; | arg_index++; | ||||
| } | } | ||||
| } | } | ||||
| @@ -190,7 +190,7 @@ Status SingleOpModel::LoadAllNodes() { | |||||
| auto node = nodes.at(i); | auto node = nodes.at(i); | ||||
| auto op_desc = node->GetOpDesc(); | auto op_desc = node->GetOpDesc(); | ||||
| GE_CHECK_NOTNULL(op_desc); | GE_CHECK_NOTNULL(op_desc); | ||||
| op_list_[i] = node; | |||||
| op_list_[op_desc->GetId()] = node; | |||||
| auto op_type = op_desc->GetType(); | auto op_type = op_desc->GetType(); | ||||
| GELOGI("[%s] node[%zu] = %s, type = %s", model_name_.c_str(), i, node->GetName().c_str(), op_type.c_str()); | GELOGI("[%s] node[%zu] = %s, type = %s", model_name_.c_str(), i, node->GetName().c_str(), op_type.c_str()); | ||||
| @@ -18,23 +18,23 @@ project(ut_ge) | |||||
| set(CMAKE_CXX_STANDARD 11) | set(CMAKE_CXX_STANDARD 11) | ||||
| set(PROTO_LIST | set(PROTO_LIST | ||||
| "${GE_CODE_DIR}/metadef/proto/om.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/ge_ir.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/ge_api.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/insert_op.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/dump_task.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/fwk_adapter.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/op_mapping_info.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/optimizer_priority.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/ge_api.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/attr_value.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/tensor.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/resource_handle.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/tensor_shape.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/types.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/node_def.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/proto_inner/ge_onnx.proto" | |||||
| ) | |||||
| "${GE_CODE_DIR}/metadef/proto/om.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/ge_ir.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/ge_api.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/insert_op.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/dump_task.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/fwk_adapter.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/op_mapping_info.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/optimizer_priority.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/ge_api.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/attr_value.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/tensor.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/resource_handle.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/tensor_shape.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/types.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/tensorflow/node_def.proto" | |||||
| "${GE_CODE_DIR}/metadef/proto/proto_inner/ge_onnx.proto" | |||||
| ) | |||||
| protobuf_generate(ge PROTO_SRCS PROTO_HDRS ${PROTO_LIST}) | protobuf_generate(ge PROTO_SRCS PROTO_HDRS ${PROTO_LIST}) | ||||
| @@ -266,8 +266,8 @@ set(COMMON_SRC_FILES | |||||
| "${GE_CODE_DIR}/ge/graph/passes/hccl_group_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/hccl_group_pass.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/passes/memcpy_addr_async_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/memcpy_addr_async_pass.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/passes/set_input_output_offset_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/set_input_output_offset_pass.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/passes/remove_same_const_pass.cc" | |||||
| "${GE_CODE_DIR}/ge/graph/passes/useless_control_out_remove_pass.cc" | |||||
| "${GE_CODE_DIR}/ge/graph/passes/remove_same_const_pass.cc" | |||||
| "${GE_CODE_DIR}/ge/graph/passes/useless_control_out_remove_pass.cc" | |||||
| "${GE_CODE_DIR}/ge/model/ge_model.cc" | "${GE_CODE_DIR}/ge/model/ge_model.cc" | ||||
| "${GE_CODE_DIR}/ge/common/cust_aicpu_kernel_store.cc" | "${GE_CODE_DIR}/ge/common/cust_aicpu_kernel_store.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/load/model_manager/model_utils.cc" | "${GE_CODE_DIR}/ge/graph/load/model_manager/model_utils.cc" | ||||
| @@ -627,7 +627,7 @@ set(DISTINCT_GRAPH_LOAD_TEST_FILES | |||||
| #"graph/load/new_model_manager_davinci_model_unittest.cc" | #"graph/load/new_model_manager_davinci_model_unittest.cc" | ||||
| "graph/load/model_manager_unittest.cc" | "graph/load/model_manager_unittest.cc" | ||||
| #"graph/load/new_model_manager_task_build_unittest.cc" | #"graph/load/new_model_manager_task_build_unittest.cc" | ||||
| "graph/load/new_model_manager_model_manager_aicpu_unittest.cc" | |||||
| "graph/load/new_model_manager_model_manager_aicpu_unittest.cc" | |||||
| "graph/load/end_graph_task_unittest.cc" | "graph/load/end_graph_task_unittest.cc" | ||||
| "graph/load/new_model_manager_event_manager_unittest.cc" | "graph/load/new_model_manager_event_manager_unittest.cc" | ||||
| #"graph/load/output_net_output_unittest.cc" | #"graph/load/output_net_output_unittest.cc" | ||||
| @@ -638,7 +638,7 @@ set(DISTINCT_GRAPH_LOAD_TEST_FILES | |||||
| "graph/load/kernel_task_info_unittest.cc" | "graph/load/kernel_task_info_unittest.cc" | ||||
| "graph/load/memcpy_addr_async_task_info_unittest.cc" | "graph/load/memcpy_addr_async_task_info_unittest.cc" | ||||
| "graph/load/memcpy_async_task_info_unittest.cc" | "graph/load/memcpy_async_task_info_unittest.cc" | ||||
| "graph/load/cpu_queue_schedule_unittest.cc" | |||||
| "graph/load/cpu_queue_schedule_unittest.cc" | |||||
| #"graph/graph_load_unittest.cc" | #"graph/graph_load_unittest.cc" | ||||
| "graph/ge_executor_unittest.cc" | "graph/ge_executor_unittest.cc" | ||||
| "graph/load/model_helper_unittest.cc" | "graph/load/model_helper_unittest.cc" | ||||
| @@ -671,7 +671,7 @@ set(PASS_TEST_FILES | |||||
| "graph/passes/trans_op_depth_fusion_pass_unittest.cc" | "graph/passes/trans_op_depth_fusion_pass_unittest.cc" | ||||
| "graph/passes/transop_nearby_allreduce_fusion_pass_unittest.cc" | "graph/passes/transop_nearby_allreduce_fusion_pass_unittest.cc" | ||||
| "graph/passes/constant_folding_pass_unittest.cc" | "graph/passes/constant_folding_pass_unittest.cc" | ||||
| "graph/passes/fuse_data_nodes_with_common_input_pass_unittest.cc" | |||||
| "graph/passes/fuse_data_nodes_with_common_input_pass_unittest.cc" | |||||
| "graph/passes/stop_gradient_pass_unittest.cc" | "graph/passes/stop_gradient_pass_unittest.cc" | ||||
| "graph/passes/prevent_gradient_pass_unittest.cc" | "graph/passes/prevent_gradient_pass_unittest.cc" | ||||
| "graph/passes/identity_pass_unittest.cc" | "graph/passes/identity_pass_unittest.cc" | ||||
| @@ -755,6 +755,10 @@ set(MULTI_PARTS_TEST_FILES | |||||
| "session/omg_omg_unittest.cc" | "session/omg_omg_unittest.cc" | ||||
| ) | ) | ||||
| set(GENERATOR_TEST_FILES | |||||
| "generator/ge_generator_unittest.cc" | |||||
| ) | |||||
| set(SINGLE_OP_TEST_FILES | set(SINGLE_OP_TEST_FILES | ||||
| #"single_op/single_op_model_unittest.cc" | #"single_op/single_op_model_unittest.cc" | ||||
| "single_op/single_op_manager_unittest.cc" | "single_op/single_op_manager_unittest.cc" | ||||
| @@ -1055,6 +1059,7 @@ target_link_libraries(ut_libge_kernel_utest | |||||
| # libge_distinct_load_utest | # libge_distinct_load_utest | ||||
| add_executable(ut_libge_distinct_load_utest | add_executable(ut_libge_distinct_load_utest | ||||
| ${COMMON_TEST_FILES} | ${COMMON_TEST_FILES} | ||||
| ${GENERATOR_TEST_FILES} | |||||
| ${DISTINCT_GRAPH_LOAD_TEST_FILES} | ${DISTINCT_GRAPH_LOAD_TEST_FILES} | ||||
| ${DISTINCT_GRAPH_LOAD_SRC_FILES} | ${DISTINCT_GRAPH_LOAD_SRC_FILES} | ||||
| ${SINGLE_OP_TEST_FILES} | ${SINGLE_OP_TEST_FILES} | ||||
| @@ -0,0 +1,76 @@ | |||||
| /** | |||||
| * Copyright 2019-2020 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 <gtest/gtest.h> | |||||
| #define private public | |||||
| #define protected public | |||||
| #include "generator/ge_generator.h" | |||||
| #include "graph/utils/tensor_utils.h" | |||||
| using namespace std; | |||||
| namespace ge { | |||||
| class UtestGeGenerator : public testing::Test { | |||||
| protected: | |||||
| void SetUp() {} | |||||
| void TearDown() {} | |||||
| }; | |||||
| TEST_F(UtestGeGenerator, test_build_single_op_offline) { | |||||
| GeTensorDesc tensor_desc(GeShape(), FORMAT_NCHW, DT_FLOAT); | |||||
| TensorUtils::SetSize(tensor_desc, 512); | |||||
| shared_ptr<OpDesc> op_desc = make_shared<OpDesc>("Add", "add"); | |||||
| EXPECT_EQ(op_desc->AddInputDesc(tensor_desc), GRAPH_SUCCESS); | |||||
| EXPECT_EQ(op_desc->AddInputDesc(tensor_desc), GRAPH_SUCCESS); | |||||
| EXPECT_EQ(op_desc->AddOutputDesc(tensor_desc), GRAPH_SUCCESS); | |||||
| GeTensor tensor(tensor_desc); | |||||
| const vector<GeTensor> inputs = { tensor, tensor }; | |||||
| const vector<GeTensor> outputs = { tensor }; | |||||
| // not Initialize, impl is null. | |||||
| GeGenerator generator; | |||||
| EXPECT_EQ(generator.BuildSingleOpModel(op_desc, inputs, outputs, "offline_"), PARAM_INVALID); | |||||
| // const map<string, string> &options | |||||
| generator.Initialize({}); | |||||
| EXPECT_EQ(generator.BuildSingleOpModel(op_desc, inputs, outputs, "offline_"), GE_GENERATOR_GRAPH_MANAGER_BUILD_GRAPH_FAILED); | |||||
| } | |||||
| TEST_F(UtestGeGenerator, test_build_single_op_online) { | |||||
| GeTensorDesc tensor_desc(GeShape(), FORMAT_NCHW, DT_FLOAT); | |||||
| TensorUtils::SetSize(tensor_desc, 512); | |||||
| shared_ptr<OpDesc> op_desc = make_shared<OpDesc>("Add", "add"); | |||||
| EXPECT_EQ(op_desc->AddInputDesc(tensor_desc), GRAPH_SUCCESS); | |||||
| EXPECT_EQ(op_desc->AddInputDesc(tensor_desc), GRAPH_SUCCESS); | |||||
| EXPECT_EQ(op_desc->AddOutputDesc(tensor_desc), GRAPH_SUCCESS); | |||||
| GeTensor tensor(tensor_desc); | |||||
| const vector<GeTensor> inputs = { tensor, tensor }; | |||||
| const vector<GeTensor> outputs = { tensor }; | |||||
| // not Initialize, impl is null. | |||||
| GeGenerator generator; | |||||
| generator.Initialize({}); | |||||
| ModelBufferData model_buffer; | |||||
| EXPECT_EQ(generator.BuildSingleOpModel(op_desc, inputs, outputs, ENGINE_SYS, model_buffer), GE_GENERATOR_GRAPH_MANAGER_BUILD_GRAPH_FAILED); | |||||
| } | |||||
| } // namespace ge | |||||