/** * 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/variable_format_pass.h" #include #include #include #include "framework/common/debug/ge_log.h" namespace ge { Status VariableFormatPass::Run(ge::ComputeGraphPtr graph) { GE_CHECK_NOTNULL(graph); for (auto &node : graph->GetDirectNode()) { GE_IF_BOOL_EXEC(node->GetOpDesc() == nullptr, continue); GE_IF_BOOL_EXEC(node->GetOpDesc()->GetType() != VARIABLE, continue); ge::NodePtr use_node = nullptr; if (GetApplyMomentumOpByVariableInput(node, use_node)) { GE_CHK_STATUS_RET(UpdateVariableOutFormat(node, use_node), "update variable out format failed"); GE_CHK_STATUS_RET(UpdateApplyMomentumInputFormat(use_node), "update apply momentum input format failed"); } } return domi::SUCCESS; } bool VariableFormatPass::GetApplyMomentumOpByVariableInput(const ge::NodePtr &var_node, ge::NodePtr &use_node) { GE_IF_BOOL_EXEC(var_node == nullptr, return false); std::map> confirm_ops = {{"ApplyMomentum", {1}}}; for (auto &out_anchor : var_node->GetAllOutDataAnchors()) { for (auto &in_anchor : out_anchor->GetPeerInDataAnchors()) { GE_IF_BOOL_EXEC(ConfirmUseOpAndIndexByAnchor(in_anchor, confirm_ops, use_node), return true); } } return false; } bool VariableFormatPass::ConfirmUseOpAndIndexByAnchor(const ge::InDataAnchorPtr &in_anchor, const map> &confirm_ops, ge::NodePtr &use_node) { GE_IF_BOOL_EXEC(in_anchor == nullptr, return false); ge::NodePtr dst_node = in_anchor->GetOwnerNode(); ge::OpDescPtr dst_op_desc = dst_node->GetOpDesc(); GE_IF_BOOL_EXEC(dst_op_desc == nullptr, return false); const string &dst_type = dst_op_desc->GetType(); int input_index = in_anchor->GetIdx(); GELOGD("ConfirmUseOpAndIndex, var name %s, dst_type = %s, input index %d", dst_node->GetName().c_str(), dst_type.c_str(), input_index); GE_IF_BOOL_EXEC(confirm_ops.count(dst_type) > 0, GE_IF_BOOL_EXEC(confirm_ops.at(dst_type).count(input_index) > 0, use_node = dst_node; return true);); return false; } Status VariableFormatPass::UpdateVariableOutFormat(const ge::NodePtr &var_node, ge::NodePtr &use_node) { GE_CHECK_NOTNULL(var_node); GE_CHECK_NOTNULL(use_node); ge::OpDescPtr op_desc_ptr = use_node->GetOpDesc(); GE_CHECK_NOTNULL(op_desc_ptr); GE_CHECK_NOTNULL(use_node->GetInDataAnchor(0)); GE_CHECK_NOTNULL(use_node->GetInDataAnchor(0)->GetPeerOutAnchor()); NodePtr in_node = use_node->GetInDataAnchor(0)->GetPeerOutAnchor()->GetOwnerNode(); if (in_node != nullptr) { string in_op_type = in_node->GetType(); if ((in_op_type == VARIABLE) && (in_node->GetOpDesc() != nullptr) && (in_node->GetOpDesc()->MutableOutputDesc(0) != nullptr)) { ge::Format format = in_node->GetOpDesc()->MutableOutputDesc(0)->GetFormat(); ge::OpDescPtr cur_op_desc_ptr = var_node->GetOpDesc(); if (cur_op_desc_ptr != nullptr) { cur_op_desc_ptr->MutableOutputDesc(0)->SetFormat(format); cur_op_desc_ptr->MutableOutputDesc(0)->SetOriginFormat(format); } } } return domi::SUCCESS; } Status VariableFormatPass::UpdateApplyMomentumInputFormat(const ge::NodePtr &node) { GE_CHECK_NOTNULL(node); ge::OpDescPtr op_desc_ptr = node->GetOpDesc(); GE_CHECK_NOTNULL(op_desc_ptr); GE_CHECK_NOTNULL(node->GetInDataAnchor(0)); GE_CHECK_NOTNULL(node->GetInDataAnchor(0)->GetPeerOutAnchor()); GE_CHECK_NOTNULL(op_desc_ptr->MutableInputDesc(0)); GE_CHECK_NOTNULL(op_desc_ptr->MutableInputDesc(1)); GE_CHECK_NOTNULL(op_desc_ptr->MutableOutputDesc(0)); NodePtr in_node = node->GetInDataAnchor(0)->GetPeerOutAnchor()->GetOwnerNode(); if (in_node != nullptr) { string in_op_type = in_node->GetType(); if ((in_op_type == VARIABLE) && (in_node->GetOpDesc() != nullptr)) { ge::Format format = in_node->GetOpDesc()->MutableOutputDesc(0)->GetFormat(); op_desc_ptr->MutableInputDesc(0)->SetFormat(format); op_desc_ptr->MutableInputDesc(0)->SetOriginFormat(format); op_desc_ptr->MutableInputDesc(1)->SetFormat(format); op_desc_ptr->MutableInputDesc(1)->SetOriginFormat(format); op_desc_ptr->MutableOutputDesc(0)->SetFormat(format); op_desc_ptr->MutableOutputDesc(0)->SetOriginFormat(format); } } return domi::SUCCESS; } } // namespace ge