diff --git a/paddle/fluid/inference/tests/book/test_inference_nlp.cc b/paddle/fluid/inference/tests/book/test_inference_nlp.cc
index 6ff8a18cdb14b10dc404e91fcbec1bd262269e7f..95cdeb4ad1f9f1524490495abe70bc962f18590e 100644
--- a/paddle/fluid/inference/tests/book/test_inference_nlp.cc
+++ b/paddle/fluid/inference/tests/book/test_inference_nlp.cc
@@ -14,7 +14,12 @@ limitations under the License. */
 
 #include <sys/time.h>
 #include <time.h>
+#include <fstream>
+#include <iostream>
+#include <sstream>
+#include <string>
 #include <thread>  // NOLINT
+#include <vector>
 #include "gflags/gflags.h"
 #include "gtest/gtest.h"
 #include "paddle/fluid/inference/tests/test_helper.h"
@@ -31,16 +36,37 @@ inline double get_current_ms() {
   return 1e+3 * time.tv_sec + 1e-3 * time.tv_usec;
 }
 
+void read_data(
+    std::vector<std::vector<int64_t>>* out,
+    const std::string& filename = "/home/tangjian/paddle-tj/out.ids.txt") {
+  using namespace std;  // NOLINT
+  fstream fin(filename);
+  string line;
+  out->clear();
+  while (getline(fin, line)) {
+    istringstream iss(line);
+    vector<int64_t> ids;
+    string field;
+    while (getline(iss, field, ' ')) {
+      ids.push_back(stoi(field));
+    }
+    out->push_back(ids);
+  }
+}
+
 TEST(inference, understand_sentiment) {
   if (FLAGS_dirname.empty()) {
     LOG(FATAL) << "Usage: ./example --dirname=path/to/your/model";
   }
-
+  std::vector<std::vector<int64_t>> inputdatas;
+  read_data(&inputdatas);
+  LOG(INFO) << "---------- dataset size: " << inputdatas.size();
   LOG(INFO) << "FLAGS_dirname: " << FLAGS_dirname << std::endl;
   std::string dirname = FLAGS_dirname;
+
   const bool model_combined = false;
-  int total_work = 100;
-  int num_threads = 10;
+  int total_work = 10;
+  int num_threads = 2;
   int work_per_thread = total_work / num_threads;
   std::vector<std::unique_ptr<std::thread>> infer_threads;
   for (int i = 0; i < num_threads; ++i) {