1 /**
2 * Copyright 2023 Huawei Technologies Co., Ltd
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16
17 #include "src/common/draw/graphviz_graph.h"
18 #include <set>
19 #include <algorithm>
20 #include <sstream>
21 #include <vector>
22
23 namespace mindspore::lite {
From() const24 std::string Edge::From() const { return from_->name(); }
name() const25 std::string Edge::name() const { return this->name_; }
26
AppendOutput(const GVNode * to,size_t port)27 void Edge::AppendOutput(const GVNode *to, size_t port) {
28 tos_.emplace_back(to);
29 to_ports_.emplace_back(port);
30 }
31
Code() const32 std::string Edge::Code() const {
33 std::ostringstream oss;
34 if (from_->type() == kNodeTypeCNode) {
35 oss << from_->prefix() << from_->name() << ":O" << from_port_ << " -> ";
36 } else {
37 oss << from_->prefix() << from_->name() << " -> ";
38 }
39 auto from_str = oss.str();
40 oss.str("");
41 for (size_t i = 0; i < tos_.size(); i++) {
42 auto to = tos_[i];
43 if (to->type() == kNodeTypeCNode) {
44 oss << from_str << to->prefix() << to->name() << ":I" << to_ports_[i] << " [label=\"" << info_ << "\"];";
45 } else {
46 oss << from_str << to->prefix() << to->name() << " [label=\"" << info_ << "\"];";
47 }
48 }
49 return oss.str();
50 }
51
CreateCNode(const std::string & id,const std::string & label,size_t input_size,const std::vector<std::string> & output_names,const std::vector<std::string> & output_infos,bool highlight)52 GVNode *GVNode::CreateCNode(const std::string &id, const std::string &label, size_t input_size,
53 const std::vector<std::string> &output_names, const std::vector<std::string> &output_infos,
54 bool highlight) {
55 auto node = new GVNode(id, label, kNodeTypeCNode, input_size, output_names.size(), highlight);
56 node->prefix_ = "Node_";
57 node->shape_ = "plaintext";
58 node->color_ = "cornsilk";
59 node->Init(output_names, output_infos);
60 return node;
61 }
62
CreateInput(const std::string & id,const std::vector<std::string> & output_names,const std::vector<std::string> & output_infos,bool highlight)63 GVNode *GVNode::CreateInput(const std::string &id, const std::vector<std::string> &output_names,
64 const std::vector<std::string> &output_infos, bool highlight) {
65 auto node = new GVNode(id, id, kNodeTypeInput, 0, output_names.size(), highlight);
66 node->prefix_ = "Input_";
67 node->shape_ = "egg";
68 node->Init(output_names, output_infos);
69 return node;
70 }
71
CreateOutput(const std::string & id,size_t input_size,bool highlight)72 GVNode *GVNode::CreateOutput(const std::string &id, size_t input_size, bool highlight) {
73 auto node = new GVNode(id, id, kNodeTypeOutput, input_size, 0, highlight);
74 node->prefix_ = "Output_";
75 node->shape_ = "egg";
76 node->Init({}, {});
77 return node;
78 }
79
CreateWeight(const std::string & id,const std::string & label,const std::vector<std::string> & output_names,const std::vector<std::string> & output_infos,bool highlight)80 GVNode *GVNode::CreateWeight(const std::string &id, const std::string &label,
81 const std::vector<std::string> &output_names, const std::vector<std::string> &output_infos,
82 bool highlight) {
83 auto node = new GVNode(id, label, kNodeTypeWeight, 0, output_names.size(), highlight);
84 node->prefix_ = "Weight_";
85 node->shape_ = "octagon";
86 node->color_ = "paleturquoise";
87 node->Init(output_names, output_infos);
88 return node;
89 }
90
~GVNode()91 GVNode::~GVNode() {
92 for (auto output : outputs_) {
93 delete output;
94 }
95 outputs_.clear();
96 }
97
Init(const std::vector<std::string> & output_names,const std::vector<std::string> & output_infos)98 void GVNode::Init(const std::vector<std::string> &output_names, const std::vector<std::string> &output_infos) {
99 inputs_.reserve(input_size_);
100 outputs_.reserve(output_size_);
101 MS_ASSERT(output_names.size() == output_size_);
102 for (size_t i = 0; i < output_size_; i++) {
103 auto edge = new Edge(output_names[i], this, i, output_infos[i]);
104 this->outputs_.emplace_back(edge);
105 }
106 }
107
FindCols() const108 size_t GVNode::FindCols() const {
109 auto max = std::max(input_size_, output_size_);
110 auto min = std::min(input_size_, output_size_);
111 if (min == 0 || max == 0) {
112 return 1;
113 }
114 size_t ret = max;
115 while (ret <= input_size_ * output_size_) {
116 if (ret % min == 0) {
117 break;
118 }
119 ret++;
120 }
121 while (ret <= input_size_ * output_size_) {
122 if (ret % max == 0) {
123 break;
124 }
125 ret += min;
126 }
127 return ret;
128 }
129
Code() const130 std::string GVNode::Code() const {
131 std::ostringstream oss;
132 if (type_ == kNodeTypeCNode) {
133 auto bgcolor = highlight_ ? "red" : color_;
134 oss << "\t"
135 << "\t"
136 << "\t"
137 << "\t";
138 auto indent = oss.str();
139 oss.str("");
140 auto cols = FindCols();
141 oss << "<<table port='core'>" << std::endl;
142 oss << indent << "<tr>";
143 auto input_cols = input_size_ == 0 ? 0 : cols / input_size_;
144 for (size_t i = 0; i < input_size_; i++) {
145 oss << "<td align='center' colspan='" << input_cols << "' port='I" << i << "'>I" << i << "</td>";
146 }
147 oss << "</tr>" << std::endl;
148 oss << indent << "<tr><td align='center' colspan='" << cols << "' bgcolor='" << bgcolor << "'>" << label_
149 << "</td></tr>" << std::endl;
150 oss << indent << "<tr>";
151 auto output_cols = output_size_ == 0 ? 0 : cols / output_size_;
152 for (size_t i = 0; i < output_size_; i++) {
153 oss << "<td align='center' colspan='" << output_cols << "' port='O" << i << "'>O" << i << "</td>";
154 }
155 oss << "</tr>" << std::endl;
156 oss << indent << "</table>>";
157 } else {
158 oss << "\"" << label_ << "\"";
159 }
160 auto label = oss.str();
161 oss.str("");
162 oss << prefix_ << id_ << " [shape=" << shape_;
163 oss << ", label=" << label;
164 if (type_ != kNodeTypeCNode) {
165 oss << ", style=filled, fillcolor=" << color_;
166 }
167 oss << "];";
168 return oss.str();
169 }
170
~GVGraph()171 GVGraph::~GVGraph() {
172 for (auto *node : nodes_) {
173 delete node;
174 }
175 nodes_.clear();
176 }
177
AppendNode(GVNode * node)178 void GVGraph::AppendNode(GVNode *node) {
179 if (node == nullptr) {
180 return;
181 }
182 nodes_.emplace_back(node);
183 node_map_[node->name()] = node;
184 }
185
Link(const std::string & from_name,size_t from_port,const std::string & to_name,size_t to_port)186 int GVGraph::Link(const std::string &from_name, size_t from_port, const std::string &to_name, size_t to_port) {
187 auto from = node_map_.find(from_name);
188 if (from == node_map_.end()) {
189 MS_LOG(ERROR) << "Node " << from_name << " is not belong to this graph.";
190 return RET_ERROR;
191 }
192 MS_ASSERT(from->second != nullptr);
193 if (from_port >= from->second->output_size()) {
194 MS_LOG(ERROR) << "`from_port`(" << from_port << ") out of range of node(" << from_name
195 << ")'s output ports number: " << from->second->output_size();
196 return RET_ERROR;
197 }
198 auto to = node_map_.find(to_name);
199 if (to == node_map_.end()) {
200 MS_LOG(ERROR) << "Node " << to_name << " is not belong to this graph.";
201 return RET_ERROR;
202 }
203 MS_ASSERT(to->second != nullptr);
204 if (to_port >= to->second->input_size()) {
205 MS_LOG(ERROR) << "`to_port`(" << to_port << ") out of range of node(" << to_name
206 << ")'s input ports number: " << to->second->input_size();
207 return RET_ERROR;
208 }
209 if (to_port < to->second->size()) {
210 MS_LOG(ERROR) << "node(" << to_name << ")'s " << to_port << "th input port already link to "
211 << to->second->inputs()[to_port]->From();
212 return RET_ERROR;
213 }
214 auto edge = from->second->outputs()[from_port];
215 edge->AppendOutput(to->second, to_port);
216 to->second->AppendInput(edge);
217 return RET_OK;
218 }
219
Code() const220 std::string GVGraph::Code() const {
221 std::ostringstream oss;
222 oss << "digraph " << name_ << " {" << std::endl;
223 for (auto node : nodes_) {
224 oss << node->Code() << std::endl;
225 }
226 for (auto node : nodes_) {
227 for (auto output : node->outputs()) {
228 oss << output->Code() << std::endl;
229 }
230 }
231 oss << "}";
232 return oss.str();
233 }
234 } // namespace mindspore::lite
235