fix comments (#7978)

paddle/framework/program_desc.cc

@@ -67,26 +67,26 @@ ProgramDesc::ProgramDesc(const std::string &binary_str) {
   }
 }
 
-const std::vector<std::string> ProgramDesc::GetFeedVarNames() {
+const std::vector<std::string> ProgramDesc::GetFeedTargetNames() {
   BlockDesc *global_block = blocks_[0].get();
-  std::vector<std::string> feed_var_names;
+  std::vector<std::string> feed_target_names;
   for (auto *op : global_block->AllOps()) {
-    if (op->Type() == "feed") {
-      feed_var_names.insert(feed_var_names.begin(), op->Output("Out")[0]);
+    if (op->Type() == kFeedOpType) {
+      feed_target_names.insert(feed_target_names.begin(), op->Output("Out")[0]);
     }
   }
-  return feed_var_names;
+  return feed_target_names;
 }
 
-const std::vector<std::string> ProgramDesc::GetFetchVarNames() {
+const std::vector<std::string> ProgramDesc::GetFetchTargetNames() {
   BlockDesc *global_block = blocks_[0].get();
-  std::vector<std::string> fetch_var_names;
+  std::vector<std::string> fetch_target_names;
   for (auto *op : global_block->AllOps()) {
-    if (op->Type() == "fetch") {
-      fetch_var_names.push_back(op->Input("X")[0]);
+    if (op->Type() == kFetchOpType) {
+      fetch_target_names.push_back(op->Input("X")[0]);
     }
   }
-  return fetch_var_names;
+  return fetch_target_names;
 }
 
 }  // namespace framework

paddle/framework/program_desc.h

@@ -45,9 +45,8 @@ class ProgramDesc {
 
   proto::ProgramDesc *Proto();
 
-  const std::vector<std::string> GetFeedVarNames();
-
-  const std::vector<std::string> GetFetchVarNames();
+  const std::vector<std::string> GetFeedTargetNames();
+  const std::vector<std::string> GetFetchTargetNames();
 
  private:
   proto::ProgramDesc desc_;

paddle/inference/example.cc

@@ -40,15 +40,15 @@ int main(int argc, char** argv) {
   std::string dirname = FLAGS_dirname;
 
   // 2. Initialize the inference program
-  auto* inference_program = paddle::inference::Load(*executor, *scope, dirname);
+  auto inference_program = paddle::inference::Load(*executor, *scope, dirname);
 
   // 3. Optional: perform optimization on the inference_program
 
-  // 4. Get the feed_var_names and fetch_var_names
-  const std::vector<std::string>& feed_var_names =
-      inference_program->GetFeedVarNames();
-  const std::vector<std::string>& fetch_var_names =
-      inference_program->GetFetchVarNames();
+  // 4. Get the feed_target_names and fetch_target_names
+  const std::vector<std::string>& feed_target_names =
+      inference_program->GetFeedTargetNames();
+  const std::vector<std::string>& fetch_target_names =
+      inference_program->GetFetchTargetNames();
 
   // 5. Generate input
   paddle::framework::LoDTensor input;
@@ -68,14 +68,14 @@ int main(int argc, char** argv) {
   std::map<std::string, paddle::framework::LoDTensor*> fetch_targets;
 
   // set_feed_variable
-  for (size_t i = 0; i < feed_var_names.size(); ++i) {
-    feed_targets[feed_var_names[i]] = &feeds[i];
+  for (size_t i = 0; i < feed_target_names.size(); ++i) {
+    feed_targets[feed_target_names[i]] = &feeds[i];
   }
 
   // get_fetch_variable
-  fetchs.resize(fetch_var_names.size());
-  for (size_t i = 0; i < fetch_var_names.size(); ++i) {
-    fetch_targets[fetch_var_names[i]] = &fetchs[i];
+  fetchs.resize(fetch_target_names.size());
+  for (size_t i = 0; i < fetch_target_names.size(); ++i) {
+    fetch_targets[fetch_target_names[i]] = &fetchs[i];
   }
 
   // Run the inference program
@@ -97,7 +97,6 @@ int main(int argc, char** argv) {
     std::cout << std::endl;
   }
 
-  delete inference_program;
   delete scope;
   delete executor;
 

paddle/inference/io.cc

@@ -21,11 +21,11 @@ namespace inference {
 const std::string kFeedOpType = "feed";
 
 bool IsParameter(const framework::VarDesc* var,
-                 const framework::ProgramDesc* main_program) {
+                 const framework::ProgramDesc& main_program) {
   if (var->Persistable()) {
     // There are many unreachable variables in the program
-    for (size_t i = 0; i < main_program->Size(); ++i) {
-      const framework::BlockDesc& block = main_program->Block(i);
+    for (size_t i = 0; i < main_program.Size(); ++i) {
+      const framework::BlockDesc& block = main_program.Block(i);
       for (auto* op : block.AllOps()) {
         if (op->Type() == kFeedOpType) {
           continue;
@@ -44,12 +44,12 @@ bool IsParameter(const framework::VarDesc* var,
 void LoadPersistables(framework::Executor& executor,
                       framework::Scope& scope,
                       const std::string& dirname,
-                      framework::ProgramDesc* main_program) {
-  framework::BlockDesc* global_block = main_program->MutableBlock(0);
+                      const framework::ProgramDesc& main_program) {
+  const framework::BlockDesc& global_block = main_program.Block(0);
 
   framework::ProgramDesc* load_program = new framework::ProgramDesc();
   framework::BlockDesc* load_block = load_program->MutableBlock(0);
-  for (auto* var : global_block->AllVars()) {
+  for (auto* var : global_block.AllVars()) {
     if (IsParameter(var, main_program)) {
       LOG(INFO) << "parameter's name: " << var->Name();
 
@@ -72,7 +72,7 @@ void LoadPersistables(framework::Executor& executor,
   delete load_program;
 }
 
-framework::ProgramDesc* Load(framework::Executor& executor,
+std::unique_ptr<framework::ProgramDesc> Load(framework::Executor& executor,
                                              framework::Scope& scope,
                                              const std::string& dirname) {
   std::string model_filename = dirname + "/__model__";
@@ -86,10 +86,10 @@ framework::ProgramDesc* Load(framework::Executor& executor,
   inputfs.read(&program_desc_str[0], program_desc_str.size());
   inputfs.close();
 
-  framework::ProgramDesc* main_program =
-      new framework::ProgramDesc(program_desc_str);
+  std::unique_ptr<framework::ProgramDesc> main_program(
+      new framework::ProgramDesc(program_desc_str));
 
-  LoadPersistables(executor, scope, dirname, main_program);
+  LoadPersistables(executor, scope, dirname, *main_program);
   return main_program;
 }
 

paddle/inference/io.h

@@ -14,6 +14,7 @@ limitations under the License. */
 
 #pragma once
 
+#include <memory>
 #include <string>
 #include <vector>
 #include "paddle/framework/block_desc.h"
@@ -26,14 +27,14 @@ namespace paddle {
 namespace inference {
 
 bool IsParameter(const framework::VarDesc* var,
-                 const framework::ProgramDesc* main_program);
+                 const framework::ProgramDesc& main_program);
 
 void LoadPersistables(framework::Executor& executor,
                       framework::Scope& scope,
                       const std::string& dirname,
-                      framework::ProgramDesc* main_program);
+                      const framework::ProgramDesc& main_program);
 
-framework::ProgramDesc* Load(framework::Executor& executor,
+std::unique_ptr<framework::ProgramDesc> Load(framework::Executor& executor,
                                              framework::Scope& scope,
                                              const std::string& dirname);