From: @wangxiaotian22 Reviewed-by: @xchu42,@sheng-nan Signed-off-by: @ji_chentags/v1.2.0
| @@ -258,6 +258,7 @@ set(TRAIN_SRC_LIST | |||||
| "graph/passes/get_original_format_pass.cc" | "graph/passes/get_original_format_pass.cc" | ||||
| "graph/passes/guarantee_const_pass.cc" | "graph/passes/guarantee_const_pass.cc" | ||||
| "graph/passes/hccl_memcpy_pass.cc" | "graph/passes/hccl_memcpy_pass.cc" | ||||
| "graph/passes/hccl_continuous_memcpy_pass.cc" | |||||
| "graph/passes/identity_pass.cc" | "graph/passes/identity_pass.cc" | ||||
| "graph/passes/ref_identity_delete_op_pass.cc" | "graph/passes/ref_identity_delete_op_pass.cc" | ||||
| "graph/passes/infershape_pass.cc" | "graph/passes/infershape_pass.cc" | ||||
| @@ -595,6 +596,7 @@ set(INFER_SRC_LIST | |||||
| "graph/passes/cast_remove_pass.cc" | "graph/passes/cast_remove_pass.cc" | ||||
| "graph/passes/transpose_transdata_pass.cc" | "graph/passes/transpose_transdata_pass.cc" | ||||
| "graph/passes/hccl_memcpy_pass.cc" | "graph/passes/hccl_memcpy_pass.cc" | ||||
| "graph/passes/hccl_continuous_memcpy_pass.cc" | |||||
| "graph/passes/flow_ctrl_pass.cc" | "graph/passes/flow_ctrl_pass.cc" | ||||
| "graph/passes/global_step_insert_pass.cc" | "graph/passes/global_step_insert_pass.cc" | ||||
| "graph/passes/link_gen_mask_nodes_pass.cc" | "graph/passes/link_gen_mask_nodes_pass.cc" | ||||
| @@ -212,6 +212,7 @@ OMG_HOST_SRC_FILES := \ | |||||
| graph/passes/cast_remove_pass.cc \ | graph/passes/cast_remove_pass.cc \ | ||||
| graph/passes/transpose_transdata_pass.cc \ | graph/passes/transpose_transdata_pass.cc \ | ||||
| graph/passes/hccl_memcpy_pass.cc \ | graph/passes/hccl_memcpy_pass.cc \ | ||||
| graph/passes/hccl_continuous_memcpy_pass.cc \ | |||||
| graph/passes/flow_ctrl_pass.cc \ | graph/passes/flow_ctrl_pass.cc \ | ||||
| graph/passes/global_step_insert_pass.cc \ | graph/passes/global_step_insert_pass.cc \ | ||||
| graph/passes/link_gen_mask_nodes_pass.cc \ | graph/passes/link_gen_mask_nodes_pass.cc \ | ||||
| @@ -183,6 +183,7 @@ LIBGE_LOCAL_SRC_FILES := \ | |||||
| graph/passes/get_original_format_pass.cc \ | graph/passes/get_original_format_pass.cc \ | ||||
| graph/passes/guarantee_const_pass.cc \ | graph/passes/guarantee_const_pass.cc \ | ||||
| graph/passes/hccl_memcpy_pass.cc \ | graph/passes/hccl_memcpy_pass.cc \ | ||||
| graph/passes/hccl_continuous_memcpy_pass.cc \ | |||||
| graph/passes/identity_pass.cc \ | graph/passes/identity_pass.cc \ | ||||
| graph/passes/ref_identity_delete_op_pass.cc \ | graph/passes/ref_identity_delete_op_pass.cc \ | ||||
| graph/passes/infershape_pass.cc \ | graph/passes/infershape_pass.cc \ | ||||
| @@ -92,7 +92,7 @@ | |||||
| #include "graph/passes/unused_args_clean_pass.h" | #include "graph/passes/unused_args_clean_pass.h" | ||||
| #include "graph/passes/global_step_insert_pass.h" | #include "graph/passes/global_step_insert_pass.h" | ||||
| #include "graph/passes/memcpy_addr_async_pass.h" | #include "graph/passes/memcpy_addr_async_pass.h" | ||||
| #include "graph/passes/hccl_memcpy_pass.h" | |||||
| #include "graph/passes/hccl_continuous_memcpy_pass.h" | |||||
| #include "graph/build/label_allocator.h" | #include "graph/build/label_allocator.h" | ||||
| #include "graph/utils/tensor_adapter.h" | #include "graph/utils/tensor_adapter.h" | ||||
| #include "inc/pass_manager.h" | #include "inc/pass_manager.h" | ||||
| @@ -2151,8 +2151,6 @@ Status GraphManager::OptimizeStage1(ge::ComputeGraphPtr &compute_graph) { | |||||
| new (std::nothrow) TransOpWithoutReshapeFusionPass)) | new (std::nothrow) TransOpWithoutReshapeFusionPass)) | ||||
| GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage1_1::TransOpBreadthFusionPass", | GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage1_1::TransOpBreadthFusionPass", | ||||
| new (std::nothrow) TransOpBreadthFusionPass)) | new (std::nothrow) TransOpBreadthFusionPass)) | ||||
| GE_CHK_STATUS_RET( | |||||
| after_merge_passes.AddPass("OptimizeStage1_1::HcclMemcpyPass", new (std::nothrow) HcclMemcpyPass)); | |||||
| GE_TIMESTAMP_START(after_merge_passes); | GE_TIMESTAMP_START(after_merge_passes); | ||||
| auto ret = after_merge_passes.Run(compute_graph); | auto ret = after_merge_passes.Run(compute_graph); | ||||
| @@ -2268,6 +2266,9 @@ Status GraphManager::OptimizeStage2(ge::ComputeGraphPtr &compute_graph) { | |||||
| GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage2::AfterMergePasses::LinkGenMaskNodesPass", | GE_CHK_STATUS_RET(after_merge_passes.AddPass("OptimizeStage2::AfterMergePasses::LinkGenMaskNodesPass", | ||||
| new (std::nothrow) | new (std::nothrow) | ||||
| LinkGenMaskNodesPass(options_.stream_max_parallel_num))); | LinkGenMaskNodesPass(options_.stream_max_parallel_num))); | ||||
| GE_CHK_STATUS_RET( | |||||
| after_merge_passes.AddPass("OptimizeStage2::HcclContinuousMemcpyPass", | |||||
| new (std::nothrow) HcclContinuousMemcpyPass)); | |||||
| GE_TIMESTAMP_START(after_merge_passes); | GE_TIMESTAMP_START(after_merge_passes); | ||||
| auto ret = after_merge_passes.Run(compute_graph); | auto ret = after_merge_passes.Run(compute_graph); | ||||
| @@ -0,0 +1,411 @@ | |||||
| /** | |||||
| * Copyright 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 "graph/passes/hccl_continuous_memcpy_pass.h" | |||||
| #include <string> | |||||
| #include "common/debug/log.h" | |||||
| #include "framework/common/debug/ge_log.h" | |||||
| #include "common/ge_inner_error_codes.h" | |||||
| #include "common/ge/ge_util.h" | |||||
| #include "framework/common/types.h" | |||||
| #include "graph/utils/graph_utils.h" | |||||
| namespace { | |||||
| const int kAnchorNum = 0; | |||||
| const int32_t kAnchorAssignRefIndex = 0; | |||||
| const int32_t kAnchorAssignValueIndex = 1; | |||||
| } // namespace | |||||
| namespace ge { | |||||
| Status HcclContinuousMemcpyPass::Run(ge::ComputeGraphPtr graph) { | |||||
| GE_CHECK_NOTNULL(graph); | |||||
| for (const auto &node : graph->GetDirectNode()) { | |||||
| auto op_desc = node->GetOpDesc(); | |||||
| if (op_desc == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "node has no op_desc, node_name : %s.", node->GetName().c_str()); | |||||
| return INTERNAL_ERROR; | |||||
| } | |||||
| Status ret = ContinuousInputProcess(graph, node); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "failed ProcessBroadcastMemcpy, node_name:%s.", node->GetName().c_str()); | |||||
| return ret; | |||||
| } | |||||
| ret = P2pmemInputProcess(graph, node); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "failed P2pmemInputProcess, node_name:%s.", node->GetName().c_str()); | |||||
| return ret; | |||||
| } | |||||
| } | |||||
| return SUCCESS; | |||||
| } | |||||
| // If broadcast input size is bigger than 1, and input from variable, | |||||
| // cause by broadcast input memory should be continuous, | |||||
| // another featuremap mem will be allocated for broadcast input. | |||||
| // In this condition, move data from variable mem to broadcast input featuremap mem will be executed each step. | |||||
| // In order to avoid move action out of model, use memcpy node instead of move action code. | |||||
| Status HcclContinuousMemcpyPass::ContinuousInputProcess(const ComputeGraphPtr &graph, const NodePtr node) { | |||||
| auto op_desc = node->GetOpDesc(); | |||||
| bool is_input_continuous = false; | |||||
| (void)ge::AttrUtils::GetBool(op_desc, ATTR_NAME_CONTINUOUS_INPUT, is_input_continuous); | |||||
| if (is_input_continuous && op_desc->GetInputsSize() > 1) { | |||||
| GELOGI("continuous input op is:%s.", op_desc->GetName().c_str()); | |||||
| // if input size bigger than one, insert memcpy between var data for support continous mem alloc | |||||
| for (auto &hccl_in_anchor : node->GetAllInDataAnchors()) { | |||||
| if (hccl_in_anchor == nullptr) { | |||||
| continue; | |||||
| } | |||||
| auto src_out_anchor = hccl_in_anchor->GetPeerOutAnchor(); | |||||
| if (src_out_anchor == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "hcom op input has no peer anchor, node_name:%s", node->GetName().c_str()); | |||||
| return INTERNAL_ERROR; | |||||
| } | |||||
| if (IsDataNode(src_out_anchor->GetOwnerNode()->GetType())) { | |||||
| Status ret = ModifyEdgeConnection(graph, src_out_anchor, hccl_in_anchor); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Failed to modify the connection."); | |||||
| return ret; | |||||
| } | |||||
| } | |||||
| } | |||||
| } | |||||
| return SUCCESS; | |||||
| } | |||||
| // if input is var type, and node input need p2p mem, then memcpy should be insert between the two | |||||
| Status HcclContinuousMemcpyPass::P2pmemInputProcess(const ComputeGraphPtr &graph, const NodePtr node) { | |||||
| auto op_desc = node->GetOpDesc(); | |||||
| vector<int64_t> input_memory_types; | |||||
| (void) ge::AttrUtils::GetListInt(op_desc, ATTR_NAME_INPUT_MEM_TYPE_LIST, input_memory_types); | |||||
| if (input_memory_types.empty()) { | |||||
| return SUCCESS; | |||||
| } | |||||
| for (uint32_t index = 0; index < input_memory_types.size() && index < op_desc->GetInputsSize(); index++) { | |||||
| if (input_memory_types[index] != RT_MEMORY_P2P_DDR) { | |||||
| continue; | |||||
| } | |||||
| GELOGD("p2p input op is:%s.", op_desc->GetName().c_str()); | |||||
| auto hccl_in_anchor = node->GetInDataAnchor(index); | |||||
| if (hccl_in_anchor == nullptr) { | |||||
| continue; | |||||
| } | |||||
| auto src_out_anchor = hccl_in_anchor->GetPeerOutAnchor(); | |||||
| if (src_out_anchor == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "hcom op input has no peer anchor, node_name:%s", node->GetName().c_str()); | |||||
| return INTERNAL_ERROR; | |||||
| } | |||||
| if (IsDataNode(src_out_anchor->GetOwnerNode()->GetType())) { | |||||
| Status ret = ModifyEdgeConnection(graph, src_out_anchor, hccl_in_anchor); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Failed to modify the connection."); | |||||
| return ret; | |||||
| } | |||||
| } | |||||
| } | |||||
| return SUCCESS; | |||||
| } | |||||
| bool HcclContinuousMemcpyPass::IsDataNode(const std::string& node_type) { | |||||
| return (node_type == CONSTANTOP) || (node_type == VARIABLE) || (node_type == DATA) || (node_type == CONSTANT); | |||||
| } | |||||
| /// | |||||
| /// @brief Add Identity Node | |||||
| /// @param [in] ge::ComputeGraphPtr graph | |||||
| /// @param [in] ge::OutDataAnchorPtr in_node | |||||
| /// @return ge::NodePtr | |||||
| /// | |||||
| NodePtr HcclContinuousMemcpyPass::CreateIdentityNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) { | |||||
| GE_CHECK_NOTNULL_EXEC(graph, return nullptr); | |||||
| NodePtr pre_node = out_data_anchor->GetOwnerNode(); | |||||
| OpDescPtr pre_op_desc = pre_node->GetOpDesc(); | |||||
| if (pre_op_desc == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "OpDesc of pre node is invalid."); | |||||
| return nullptr; | |||||
| } | |||||
| std::string node_name = pre_node->GetName() + "_" + IDENTITY; | |||||
| node_name = CheckDuplicateName(node_name); | |||||
| OpDescPtr op_desc = MakeShared<OpDesc>(node_name.c_str(), IDENTITY); | |||||
| if (op_desc == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "Create Identity op: MakeShared op_desc fail."); | |||||
| return nullptr; | |||||
| } | |||||
| GELOGI("Create Identity op:%s.", op_desc->GetName().c_str()); | |||||
| graphStatus ret = op_desc->AddInputDesc("x", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx())); | |||||
| if (ret != GRAPH_SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Create Identity op: add input desc fail."); | |||||
| return nullptr; | |||||
| } | |||||
| ret = op_desc->AddOutputDesc("y", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx())); | |||||
| if (ret != GRAPH_SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Create Identity op: add output desc fail."); | |||||
| return nullptr; | |||||
| } | |||||
| // because history reason ,this pass can not do work after constant fold so mark it | |||||
| (void)AttrUtils::SetBool(op_desc, ATTR_NO_NEED_CONSTANT_FOLDING, false); | |||||
| NodePtr memcpy_node = graph->AddNode(op_desc); | |||||
| if (memcpy_node == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "Insert Identity node fail."); | |||||
| return nullptr; | |||||
| } | |||||
| return memcpy_node; | |||||
| } | |||||
| /// | |||||
| /// @brief Check duplicate node_name | |||||
| /// @param [in] std::string& node_name | |||||
| /// @return std::string | |||||
| /// | |||||
| std::string HcclContinuousMemcpyPass::CheckDuplicateName(const std::string &node_name) { | |||||
| std::string tmp_name = node_name; | |||||
| auto iter = node_num_map_.find(tmp_name); | |||||
| if (iter != node_num_map_.end()) { | |||||
| tmp_name = tmp_name + "_" + std::to_string(iter->second); | |||||
| (iter->second)++; | |||||
| } else { | |||||
| node_num_map_[tmp_name] = 1; | |||||
| } | |||||
| return tmp_name; | |||||
| } | |||||
| /// | |||||
| /// @brief Modify edge connection | |||||
| /// @param [in] ComputeGraphPtr graph | |||||
| /// @param [in] OutDataAnchorPtr src_out_anchor | |||||
| /// @param [in] InDataAnchorPtr hccl_in_anchor | |||||
| /// @return status | |||||
| /// | |||||
| Status HcclContinuousMemcpyPass::ModifyEdgeConnection(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor, | |||||
| const InDataAnchorPtr &hccl_in_anchor) { | |||||
| GE_CHECK_NOTNULL(src_out_anchor->GetOwnerNode()); | |||||
| GE_CHECK_NOTNULL(hccl_in_anchor->GetOwnerNode()); | |||||
| Status ret = InsertIdentityBeforeHccl(graph, src_out_anchor, hccl_in_anchor); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "add identity failed, var_node:%s, hccl_node:%s.", | |||||
| src_out_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| hccl_in_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return ret; | |||||
| } | |||||
| ret = InsertAssignAfterBroadcastIfNeed(graph, src_out_anchor, hccl_in_anchor); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "add assign failed, var_node:%s, hccl_node:%s.", | |||||
| src_out_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| hccl_in_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return ret; | |||||
| } | |||||
| return SUCCESS; | |||||
| } | |||||
| /// | |||||
| /// @brief Insert Identity node Between Hccl node and variable | |||||
| /// @param [in] ComputeGraphPtr graph | |||||
| /// @param [in] OutDataAnchorPtr src_out_anchor | |||||
| /// @param [in] InDataAnchorPtr hccl_in_anchor | |||||
| /// @return status | |||||
| /// | |||||
| Status HcclContinuousMemcpyPass::InsertIdentityBeforeHccl(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor, | |||||
| const InDataAnchorPtr &hccl_in_anchor) { | |||||
| GELOGI("Between op %s and op %s need insert memcpy async op.", src_out_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| hccl_in_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| NodePtr memcpy_node = CreateIdentityNode(graph, src_out_anchor); | |||||
| GE_CHECK_NOTNULL(memcpy_node); | |||||
| Status ret1 = src_out_anchor->Unlink(hccl_in_anchor); | |||||
| if (ret1 != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "The op %s Unlink anchor %s fail.", src_out_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| hccl_in_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return FAILED; | |||||
| } | |||||
| auto out_data_anchor_0 = memcpy_node->GetOutDataAnchor(kAnchorNum); | |||||
| GE_CHECK_NOTNULL(out_data_anchor_0); | |||||
| ret1 = out_data_anchor_0->LinkTo(hccl_in_anchor); | |||||
| if (ret1 != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "The op %s link anchor %s fail.", memcpy_node->GetName().c_str(), | |||||
| hccl_in_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return FAILED; | |||||
| } | |||||
| Status ret = src_out_anchor->LinkTo(memcpy_node->GetInDataAnchor(kAnchorNum)); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "The op %s link anchor %s fail.", src_out_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| memcpy_node->GetName().c_str()); | |||||
| return FAILED; | |||||
| } | |||||
| return SUCCESS; | |||||
| } | |||||
| /// | |||||
| /// @brief Insert assign node after broadcast node and variable to refresh variable data | |||||
| /// @param [in] ComputeGraphPtr graph | |||||
| /// @param [in] OutDataAnchorPtr var_out_anchor | |||||
| /// @param [in] InDataAnchorPtr hccl_in_anchor | |||||
| /// @return status | |||||
| /// | |||||
| Status HcclContinuousMemcpyPass::InsertAssignAfterBroadcastIfNeed(const ComputeGraphPtr &graph, | |||||
| const OutDataAnchorPtr &var_out_anchor, | |||||
| const InDataAnchorPtr &hccl_in_anchor) { | |||||
| if (hccl_in_anchor->GetOwnerNode()->GetType() != HCOMBROADCAST) { | |||||
| GELOGD("%s not broadcast, no need to insert assign node", hccl_in_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return SUCCESS; | |||||
| } | |||||
| if (var_out_anchor->GetOwnerNode()->GetType() != VARIABLE) { | |||||
| GELOGD("%s not variable, no need to insert assign node", var_out_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return SUCCESS; | |||||
| } | |||||
| GELOGI("after op %s and op %s need insert assign op.", var_out_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| hccl_in_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| for (auto peer_in_anchor : var_out_anchor->GetPeerInDataAnchors()) { | |||||
| if (peer_in_anchor->GetOwnerNode()->GetType() == ASSIGN) { | |||||
| GELOGD("variable %s out assign node is exist.", var_out_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return SUCCESS; | |||||
| } | |||||
| } | |||||
| NodePtr assign_node = CreateAssignNode(graph, var_out_anchor); | |||||
| GE_CHECK_NOTNULL(assign_node); | |||||
| OutDataAnchorPtr hccl_out_anchor = hccl_in_anchor->GetOwnerNode()->GetOutDataAnchor(hccl_in_anchor->GetIdx()); | |||||
| GE_CHECK_NOTNULL(hccl_out_anchor); | |||||
| Status ret = hccl_out_anchor->LinkTo(assign_node->GetInDataAnchor(kAnchorAssignValueIndex)); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "The op %s link anchor %s fail.", hccl_out_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| assign_node->GetName().c_str()); | |||||
| return FAILED; | |||||
| } | |||||
| ret = var_out_anchor->LinkTo(assign_node->GetInDataAnchor(kAnchorAssignRefIndex)); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "The op %s link anchor %s fail.", var_out_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| assign_node->GetName().c_str()); | |||||
| return FAILED; | |||||
| } | |||||
| // add control edge between assign node and node after broadcast node | |||||
| OutControlAnchorPtr assign_out_control_anchor = assign_node->GetOutControlAnchor(); | |||||
| GE_CHECK_NOTNULL(assign_out_control_anchor); | |||||
| for (auto in_data_anchor : hccl_out_anchor->GetPeerInDataAnchors()) { | |||||
| if (in_data_anchor->GetOwnerNode()->GetName() == assign_node->GetName()) { | |||||
| continue; | |||||
| } | |||||
| ret = assign_out_control_anchor->LinkTo(in_data_anchor->GetOwnerNode()->GetInControlAnchor()); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "The op %s link control anchor %s fail.", | |||||
| assign_out_control_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| in_data_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return FAILED; | |||||
| } | |||||
| } | |||||
| for (auto in_control_anchor : hccl_out_anchor->GetOwnerNode()->GetOutControlAnchor()->GetPeerInControlAnchors()) { | |||||
| if (in_control_anchor->GetOwnerNode()->GetName() == assign_node->GetName()) { | |||||
| continue; | |||||
| } | |||||
| ret = assign_out_control_anchor->LinkTo(in_control_anchor); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "The op %s link control anchor %s fail.", | |||||
| assign_out_control_anchor->GetOwnerNode()->GetName().c_str(), | |||||
| in_control_anchor->GetOwnerNode()->GetName().c_str()); | |||||
| return FAILED; | |||||
| } | |||||
| } | |||||
| return SUCCESS; | |||||
| } | |||||
| /// | |||||
| /// @brief create assign Node, add to graph | |||||
| /// @param [in] ge::ComputeGraphPtr graph | |||||
| /// @param [in] ge::OutDataAnchorPtr variable node out anchor | |||||
| /// @return ge::NodePtr | |||||
| /// | |||||
| NodePtr HcclContinuousMemcpyPass::CreateAssignNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) { | |||||
| GE_CHECK_NOTNULL_EXEC(graph , return nullptr); | |||||
| NodePtr pre_node = out_data_anchor->GetOwnerNode(); | |||||
| OpDescPtr pre_op_desc = pre_node->GetOpDesc(); | |||||
| if (pre_op_desc == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "OpDesc of pre node is invalid."); | |||||
| return nullptr; | |||||
| } | |||||
| std::string node_name = pre_node->GetName() + "_" + ASSIGN; | |||||
| node_name = CheckDuplicateName(node_name); | |||||
| OpDescPtr op_desc = MakeShared<OpDesc>(node_name.c_str(), ASSIGN); | |||||
| if (op_desc == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "Create Assign op: MakeShared op_desc fail."); | |||||
| return nullptr; | |||||
| } | |||||
| GELOGI("Create Assign op:%s.", op_desc->GetName().c_str()); | |||||
| graphStatus ret = op_desc->AddInputDesc("ref", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx())); | |||||
| if (ret != GRAPH_SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Create Assign op: add ref input desc fail."); | |||||
| return nullptr; | |||||
| } | |||||
| ret = op_desc->AddInputDesc("value", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx())); | |||||
| if (ret != GRAPH_SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Create Assign op: add value input desc fail."); | |||||
| return nullptr; | |||||
| } | |||||
| ret = op_desc->AddOutputDesc("ref", pre_op_desc->GetOutputDesc(out_data_anchor->GetIdx())); | |||||
| if (ret != GRAPH_SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Create Assign op: add output desc fail."); | |||||
| return nullptr; | |||||
| } | |||||
| NodePtr assign_node = graph->AddNode(op_desc); | |||||
| if (assign_node == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "Insert Identity node fail."); | |||||
| return nullptr; | |||||
| } | |||||
| return assign_node; | |||||
| } | |||||
| /// | |||||
| /// @brief Clear Status, used for subgraph pass | |||||
| /// @return SUCCESS | |||||
| /// | |||||
| Status HcclContinuousMemcpyPass::ClearStatus() { | |||||
| node_num_map_.clear(); | |||||
| return SUCCESS; | |||||
| } | |||||
| } // namespace ge | |||||
| @@ -0,0 +1,59 @@ | |||||
| /** | |||||
| * Copyright 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. | |||||
| */ | |||||
| #ifndef GE_GRAPH_PASSES_HCCL_CONTINUOUS_MEMCPY_PASS_H_ | |||||
| #define GE_GRAPH_PASSES_HCCL_CONTINUOUS_MEMCPY_PASS_H_ | |||||
| #include <string> | |||||
| #include <unordered_map> | |||||
| #include "graph/graph.h" | |||||
| #include "inc/graph_pass.h" | |||||
| namespace ge { | |||||
| class HcclContinuousMemcpyPass : public GraphPass { | |||||
| public: | |||||
| Status Run(ge::ComputeGraphPtr graph); | |||||
| Status ClearStatus() override; | |||||
| private: | |||||
| NodePtr CreateIdentityNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor); | |||||
| NodePtr CreateAssignNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor); | |||||
| std::string CheckDuplicateName(const std::string &node_name); | |||||
| Status ModifyEdgeConnection(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor, | |||||
| const InDataAnchorPtr &hccl_in_anchor); | |||||
| Status InsertIdentityBeforeHccl(const ComputeGraphPtr &graph, const OutDataAnchorPtr &src_out_anchor, | |||||
| const InDataAnchorPtr &hccl_in_anchor); | |||||
| Status InsertAssignAfterBroadcastIfNeed(const ComputeGraphPtr &graph, | |||||
| const OutDataAnchorPtr &src_out_anchor, | |||||
| const InDataAnchorPtr &hccl_in_anchor); | |||||
| Status ContinuousInputProcess(const ComputeGraphPtr &graph, const NodePtr node); | |||||
| Status P2pmemInputProcess(const ComputeGraphPtr &graph, const NodePtr node); | |||||
| bool IsDataNode(const std::string& node_type); | |||||
| std::unordered_map<std::string, uint32_t> node_num_map_; | |||||
| }; | |||||
| } // namespace ge | |||||
| #endif // GE_GRAPH_PASSES_HCCL_MEMCPY_PASS_H_ | |||||
| @@ -34,7 +34,7 @@ const char *const kInputMutable = "_input_mutable"; | |||||
| } // namespace | } // namespace | ||||
| namespace ge { | namespace ge { | ||||
| Status HcclMemcpyPass::Run(ge::ComputeGraphPtr graph) { | Status HcclMemcpyPass::Run(ge::ComputeGraphPtr graph) { | ||||
| GE_IF_BOOL_EXEC(graph == nullptr, GELOGE(PARAM_INVALID, "param [graph] must not be null."); return PARAM_INVALID); | |||||
| GE_CHECK_NOTNULL(graph); | |||||
| for (const auto &node : graph->GetDirectNode()) { | for (const auto &node : graph->GetDirectNode()) { | ||||
| auto op_desc = node->GetOpDesc(); | auto op_desc = node->GetOpDesc(); | ||||
| if (op_desc == nullptr) { | if (op_desc == nullptr) { | ||||
| @@ -42,24 +42,11 @@ Status HcclMemcpyPass::Run(ge::ComputeGraphPtr graph) { | |||||
| return INTERNAL_ERROR; | return INTERNAL_ERROR; | ||||
| } | } | ||||
| Status ret = ContinuousInputProcess(graph, node); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "failed ProcessBroadcastMemcpy, node_name:%s.", node->GetName().c_str()); | |||||
| return ret; | |||||
| } | |||||
| ret = MutableInputProcess(graph, node); | |||||
| Status ret = MutableInputProcess(graph, node); | |||||
| if (ret != SUCCESS) { | if (ret != SUCCESS) { | ||||
| GELOGE(INTERNAL_ERROR, "failed MutableInputProcess, node_name:%s.", node->GetName().c_str()); | GELOGE(INTERNAL_ERROR, "failed MutableInputProcess, node_name:%s.", node->GetName().c_str()); | ||||
| return ret; | return ret; | ||||
| } | } | ||||
| ret = P2pmemInputProcess(graph, node); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "failed P2pmemInputProcess, node_name:%s.", node->GetName().c_str()); | |||||
| return ret; | |||||
| } | |||||
| } | } | ||||
| return SUCCESS; | return SUCCESS; | ||||
| } | } | ||||
| @@ -114,80 +101,6 @@ Status HcclMemcpyPass::MutableInputProcess(const ComputeGraphPtr &graph, const N | |||||
| return SUCCESS; | return SUCCESS; | ||||
| } | } | ||||
| // If broadcast input size is bigger than 1, and input from variable, | |||||
| // cause by broadcast input memory should be continuous, | |||||
| // another featuremap mem will be allocated for broadcast input. | |||||
| // In this condition, move data from variable mem to broadcast input featuremap mem will be executed each step. | |||||
| // In order to avoid move action out of model, use memcpy node instead of move action code. | |||||
| Status HcclMemcpyPass::ContinuousInputProcess(const ComputeGraphPtr &graph, const NodePtr node) { | |||||
| auto op_desc = node->GetOpDesc(); | |||||
| bool is_input_continuous = false; | |||||
| (void)ge::AttrUtils::GetBool(op_desc, ATTR_NAME_CONTINUOUS_INPUT, is_input_continuous); | |||||
| if (is_input_continuous && op_desc->GetInputsSize() > 1) { | |||||
| GELOGI("continuous input op is:%s.", op_desc->GetName().c_str()); | |||||
| // if input size bigger than one, insert memcpy between var data for support continous mem alloc | |||||
| for (auto &hccl_in_anchor : node->GetAllInDataAnchors()) { | |||||
| if (hccl_in_anchor == nullptr) { | |||||
| continue; | |||||
| } | |||||
| auto src_out_anchor = hccl_in_anchor->GetPeerOutAnchor(); | |||||
| if (src_out_anchor == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "hcom op input has no peer anchor, node_name:%s", node->GetName().c_str()); | |||||
| return INTERNAL_ERROR; | |||||
| } | |||||
| if (IsDataNode(src_out_anchor->GetOwnerNode()->GetType())) { | |||||
| Status ret = ModifyEdgeConnection(graph, src_out_anchor, hccl_in_anchor); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Failed to modify the connection."); | |||||
| return ret; | |||||
| } | |||||
| } | |||||
| } | |||||
| } | |||||
| return SUCCESS; | |||||
| } | |||||
| // if input is var type, and node input need p2p mem, then memcpy should be insert between the two | |||||
| Status HcclMemcpyPass::P2pmemInputProcess(const ComputeGraphPtr &graph, const NodePtr node) { | |||||
| auto op_desc = node->GetOpDesc(); | |||||
| vector<int64_t> input_memory_types; | |||||
| (void) ge::AttrUtils::GetListInt(op_desc, ATTR_NAME_INPUT_MEM_TYPE_LIST, input_memory_types); | |||||
| if (input_memory_types.empty()) { | |||||
| return SUCCESS; | |||||
| } | |||||
| for (uint32_t index = 0; index < input_memory_types.size() && index < op_desc->GetInputsSize(); index++) { | |||||
| if (input_memory_types[index] != RT_MEMORY_P2P_DDR) { | |||||
| continue; | |||||
| } | |||||
| GELOGD("p2p input op is:%s.", op_desc->GetName().c_str()); | |||||
| auto hccl_in_anchor = node->GetInDataAnchor(index); | |||||
| if (hccl_in_anchor == nullptr) { | |||||
| continue; | |||||
| } | |||||
| auto src_out_anchor = hccl_in_anchor->GetPeerOutAnchor(); | |||||
| if (src_out_anchor == nullptr) { | |||||
| GELOGE(INTERNAL_ERROR, "hcom op input has no peer anchor, node_name:%s", node->GetName().c_str()); | |||||
| return INTERNAL_ERROR; | |||||
| } | |||||
| if (IsDataNode(src_out_anchor->GetOwnerNode()->GetType())) { | |||||
| Status ret = ModifyEdgeConnection(graph, src_out_anchor, hccl_in_anchor); | |||||
| if (ret != SUCCESS) { | |||||
| GELOGE(INTERNAL_ERROR, "Failed to modify the connection."); | |||||
| return ret; | |||||
| } | |||||
| } | |||||
| } | |||||
| return SUCCESS; | |||||
| } | |||||
| bool HcclMemcpyPass::IsDataNode(const std::string& node_type) { | bool HcclMemcpyPass::IsDataNode(const std::string& node_type) { | ||||
| return (node_type == CONSTANTOP) || (node_type == VARIABLE) || (node_type == DATA) || (node_type == CONSTANT); | return (node_type == CONSTANTOP) || (node_type == VARIABLE) || (node_type == DATA) || (node_type == CONSTANT); | ||||
| } | } | ||||
| @@ -199,7 +112,7 @@ bool HcclMemcpyPass::IsDataNode(const std::string& node_type) { | |||||
| /// @return ge::NodePtr | /// @return ge::NodePtr | ||||
| /// | /// | ||||
| NodePtr HcclMemcpyPass::CreateIdentityNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) { | NodePtr HcclMemcpyPass::CreateIdentityNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) { | ||||
| GE_IF_BOOL_EXEC(graph == nullptr, return nullptr); | |||||
| GE_CHECK_NOTNULL_EXEC(graph, return nullptr); | |||||
| NodePtr pre_node = out_data_anchor->GetOwnerNode(); | NodePtr pre_node = out_data_anchor->GetOwnerNode(); | ||||
| OpDescPtr pre_op_desc = pre_node->GetOpDesc(); | OpDescPtr pre_op_desc = pre_node->GetOpDesc(); | ||||
| if (pre_op_desc == nullptr) { | if (pre_op_desc == nullptr) { | ||||
| @@ -413,7 +326,7 @@ Status HcclMemcpyPass::InsertAssignAfterBroadcastIfNeed(const ComputeGraphPtr &g | |||||
| /// @return ge::NodePtr | /// @return ge::NodePtr | ||||
| /// | /// | ||||
| NodePtr HcclMemcpyPass::CreateAssignNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) { | NodePtr HcclMemcpyPass::CreateAssignNode(const ComputeGraphPtr &graph, const OutDataAnchorPtr &out_data_anchor) { | ||||
| GE_IF_BOOL_EXEC(graph == nullptr, return nullptr); | |||||
| GE_CHECK_NOTNULL_EXEC(graph, return nullptr); | |||||
| NodePtr pre_node = out_data_anchor->GetOwnerNode(); | NodePtr pre_node = out_data_anchor->GetOwnerNode(); | ||||
| OpDescPtr pre_op_desc = pre_node->GetOpDesc(); | OpDescPtr pre_op_desc = pre_node->GetOpDesc(); | ||||
| if (pre_op_desc == nullptr) { | if (pre_op_desc == nullptr) { | ||||
| @@ -46,12 +46,8 @@ class HcclMemcpyPass : public GraphPass { | |||||
| const OutDataAnchorPtr &src_out_anchor, | const OutDataAnchorPtr &src_out_anchor, | ||||
| const InDataAnchorPtr &hccl_in_anchor); | const InDataAnchorPtr &hccl_in_anchor); | ||||
| Status ContinuousInputProcess(const ComputeGraphPtr &graph, const NodePtr node); | |||||
| Status MutableInputProcess(const ComputeGraphPtr &graph, const NodePtr node); | Status MutableInputProcess(const ComputeGraphPtr &graph, const NodePtr node); | ||||
| Status P2pmemInputProcess(const ComputeGraphPtr &graph, const NodePtr node); | |||||
| bool IsDataNode(const std::string& node_type); | bool IsDataNode(const std::string& node_type); | ||||
| std::unordered_map<std::string, uint32_t> node_num_map_; | std::unordered_map<std::string, uint32_t> node_num_map_; | ||||
| @@ -48,6 +48,7 @@ | |||||
| #include "graph/passes/enter_pass.h" | #include "graph/passes/enter_pass.h" | ||||
| #include "graph/passes/for_pass.h" | #include "graph/passes/for_pass.h" | ||||
| #include "graph/passes/guarantee_const_pass.h" | #include "graph/passes/guarantee_const_pass.h" | ||||
| #include "graph/passes/hccl_memcpy_pass.h" | |||||
| #include "graph/passes/hccl_group_pass.h" | #include "graph/passes/hccl_group_pass.h" | ||||
| #include "graph/passes/identity_pass.h" | #include "graph/passes/identity_pass.h" | ||||
| #include "graph/passes/infershape_pass.h" | #include "graph/passes/infershape_pass.h" | ||||
| @@ -1894,6 +1895,8 @@ Status GraphPrepare::PrepareOptimize() { | |||||
| PassManager graph_pass; | PassManager graph_pass; | ||||
| try { | try { | ||||
| (void)graph_pass.AddPass("PrepareOptimize::PrunePass", new PrunePass); | (void)graph_pass.AddPass("PrepareOptimize::PrunePass", new PrunePass); | ||||
| // can't move to optimize1/2 directly, may cause more identity insert, cause CI fail | |||||
| (void)graph_pass.AddPass("PrepareOptimize::HcclMemcpyPass", new HcclMemcpyPass); | |||||
| } catch (std::bad_alloc &e) { | } catch (std::bad_alloc &e) { | ||||
| GELOGE(INTERNAL_ERROR, "Add pass failed, bad memory allocation occurs."); | GELOGE(INTERNAL_ERROR, "Add pass failed, bad memory allocation occurs."); | ||||
| return INTERNAL_ERROR; | return INTERNAL_ERROR; | ||||
| @@ -243,6 +243,7 @@ set(COMMON_SRC_FILES | |||||
| "${GE_CODE_DIR}/ge/graph/passes/cast_remove_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/cast_remove_pass.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/passes/transpose_transdata_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/transpose_transdata_pass.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/passes/hccl_memcpy_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/hccl_memcpy_pass.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/passes/hccl_continuous_memcpy_pass.cc" | |||||
| "${GE_CODE_DIR}/ge/graph/passes/flow_ctrl_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/flow_ctrl_pass.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/passes/global_step_insert_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/global_step_insert_pass.cc" | ||||
| "${GE_CODE_DIR}/ge/graph/passes/link_gen_mask_nodes_pass.cc" | "${GE_CODE_DIR}/ge/graph/passes/link_gen_mask_nodes_pass.cc" | ||||