diff --git a/paddle/gserver/evaluators/Evaluator.cpp b/paddle/gserver/evaluators/Evaluator.cpp
index 97b25b04c459ebe6f4e051bfd553b494905642ff..7ea4ed973cfa4f7caf1f6af06de9447e54021c3e 100644
--- a/paddle/gserver/evaluators/Evaluator.cpp
+++ b/paddle/gserver/evaluators/Evaluator.cpp
@@ -13,9 +13,9 @@ See the License for the specific language governing permissions and
 limitations under the License. */
 
 #include "paddle/gserver/evaluators/Evaluator.h"
-#include "paddle/utils/Stat.h"
-
 #include "paddle/gserver/gradientmachines/NeuralNetwork.h"
+#include "paddle/utils/Stat.h"
+#include "paddle/utils/StringUtil.h"
 
 DECLARE_int32(trainer_id);
 
@@ -801,7 +801,9 @@ void PrecisionRecallEvaluator::getNames(std::vector<std::string>* names) {
 real PrecisionRecallEvaluator::getValue(const std::string& name,
                                         Error* err) const {
   this->storeLocalValues();
-  auto it = this->values_.find(name);
+  std::vector<std::string> buffers;
+  paddle::str::split(name, '.', &buffers);
+  auto it = this->values_.find(buffers[buffers.size() - 1]);
   if (it != this->values_.end() && err != nullptr) {
     *err = Error("No such key %s", name.c_str());
     return .0f;
@@ -812,10 +814,12 @@ real PrecisionRecallEvaluator::getValue(const std::string& name,
 
 std::string PrecisionRecallEvaluator::getType(const std::string& name,
                                               Error* err) const {
-  this->storeLocalValues();
-  auto it = this->values_.find(name);
-  if (it != this->values_.end() && err != nullptr) {
-    *err = Error("No such key %s", name.c_str());
+  Error localErr;
+  if (err == nullptr) {
+    err = &localErr;
+  }
+  this->getValue(name, err);
+  if (!err->isOK()) {
     return "";
   }
   return "precision_recall";
@@ -989,12 +993,12 @@ static InitFunction __reg_type_auc_sum__([]() {
  */
 class ValuePrinter : public Evaluator {
 public:
-  ValuePrinter() {}
-
   virtual void eval(const NeuralNetwork& nn) {
+    layerOutputs_.clear();
     for (const std::string& name : config_.input_layers()) {
       auto& argu = nn.getLayer(name)->getOutput();
-      std::unordered_map<std::string, std::string> out;
+      layerOutputs_[name] = std::unordered_map<std::string, std::string>();
+      auto& out = layerOutputs_[name];
       argu.getValueString(&out);
       for (auto field : {"value", "id", "sequence pos", "sub-sequence pos"}) {
         auto it = out.find(field);
@@ -1008,6 +1012,72 @@ public:
   virtual void updateSamplesNum(const std::vector<Argument>& arguments) {}
 
   virtual real evalImp(std::vector<Argument>& arguments) { return 0; }
+
+private:
+  std::unordered_map<std::string, std::unordered_map<std::string, std::string>>
+      layerOutputs_;
+
+  // Evaluator interface
+public:
+  void getNames(std::vector<std::string>* names) {
+    for (auto layerIt = layerOutputs_.begin(); layerIt != layerOutputs_.end();
+         ++layerIt) {
+      for (auto it = layerIt->second.begin(); it != layerIt->second.end();
+           ++it) {
+        names->push_back(config_.name() + "." + layerIt->first + "." +
+                         it->second);
+      }
+    }
+  }
+
+  real getValue(const std::string& name, Error* err) const {
+    (void)(name);
+    if (err != nullptr) {
+      *err = Error(
+          "ValuePrinter do not support getValue, use getValueString instead.");
+    }
+    return .0f;
+  }
+  std::string getValueStr(const std::string& name, Error* err) const {
+    std::vector<std::string> buffer;
+    str::split(name, '.', &buffer);
+    if (buffer.size() < 2) {
+      if (err != nullptr) {
+        *err = Error("No such key %s", name.c_str());
+      }
+      return "";
+    }
+    auto fieldName = buffer[buffer.size() - 1];
+    auto layerName = buffer[buffer.size() - 2];
+    auto layerIt = layerOutputs_.find(layerName);
+    if (layerIt == layerOutputs_.end()) {
+      if (err != nullptr) {
+        *err = Error("No such layer %s", layerName.c_str());
+      }
+      return "";
+    }
+
+    auto fieldIt = layerIt->second.find(fieldName);
+    if (fieldIt == layerIt->second.end()) {
+      if (err != nullptr) {
+        *err = Error("No such value field %s", fieldName.c_str());
+      }
+      return "";
+    }
+
+    return fieldIt->second;
+  }
+  std::string getType(const std::string& name, Error* err) const {
+    Error localErr;
+    if (err == nullptr) {
+      err = &localErr;
+    }
+    this->getValueStr(name, err);
+    if (!err->isOK()) {
+      return "";
+    }
+    return "value_printer";
+  }
 };
 REGISTER_EVALUATOR(value_printer, ValuePrinter);
 /**