diff --git a/core/general-client/src/general_model.cpp b/core/general-client/src/general_model.cpp
index 65fa6587ecb68f18b72a03c7f54433252ea1608a..92dca7eeba53c2fa23020526faa83a19a38633b6 100644
--- a/core/general-client/src/general_model.cpp
+++ b/core/general-client/src/general_model.cpp
@@ -119,7 +119,7 @@ int PredictorClient::create_predictor_by_desc(const std::string &sdk_desc) {
     LOG(ERROR) << "Predictor Creation Failed";
     return -1;
   }
-  _api.thrd_initialize();
+  // _api.thrd_initialize();
   return 0;
 }
 
@@ -130,7 +130,7 @@ int PredictorClient::create_predictor() {
     LOG(ERROR) << "Predictor Creation Failed";
     return -1;
   }
-  _api.thrd_initialize();
+  // _api.thrd_initialize();
   return 0;
 }
 
@@ -152,7 +152,7 @@ int PredictorClient::batch_predict(
 
   int fetch_name_num = fetch_name.size();
 
-  _api.thrd_clear();
+  _api.thrd_initialize();
   std::string variant_tag;
   _predictor = _api.fetch_predictor("general_model", &variant_tag);
   predict_res_batch.set_variant_tag(variant_tag);
@@ -247,8 +247,9 @@ int PredictorClient::batch_predict(
   } else {
     client_infer_end = timeline.TimeStampUS();
     postprocess_start = client_infer_end;
-
+    VLOG(2) << "get model output num";
     uint32_t model_num = res.outputs_size();
+    VLOG(2) << "model num: " << model_num;
     for (uint32_t m_idx = 0; m_idx < model_num; ++m_idx) {
       VLOG(2) << "process model output index: " << m_idx;
       auto output = res.outputs(m_idx);
@@ -326,6 +327,8 @@ int PredictorClient::batch_predict(
 
     fprintf(stderr, "%s\n", oss.str().c_str());
   }
+
+  _api.thrd_clear();
   return 0;
 }
 
diff --git a/core/predictor/common/macros.h b/core/predictor/common/macros.h
index fa4a068668cb1a37c37a2726634c24be26a3fb40..ba3ac0dae3b22e68198c9ca9995c56a3ba31a55c 100644
--- a/core/predictor/common/macros.h
+++ b/core/predictor/common/macros.h
@@ -27,9 +27,9 @@ namespace predictor {
   }
 #endif
 
-#ifdef WITH_GPU
-#define USE_PTHREAD
-#endif
+// #ifdef WITH_GPU
+// #define USE_PTHREAD
+// #endif
 
 #ifdef USE_PTHREAD
 
diff --git a/core/sdk-cpp/include/stub_impl.h b/core/sdk-cpp/include/stub_impl.h
index dc3c16ca6414b915ba3fd5d4feaac501bbe07cba..a112ddf25a2451e1bcffd62654bc0c6d043c9d80 100644
--- a/core/sdk-cpp/include/stub_impl.h
+++ b/core/sdk-cpp/include/stub_impl.h
@@ -19,6 +19,7 @@
 #include <vector>
 #include "core/sdk-cpp/include/common.h"
 #include "core/sdk-cpp/include/endpoint_config.h"
+#include "core/sdk-cpp/include/macros.h"
 #include "core/sdk-cpp/include/predictor.h"
 #include "core/sdk-cpp/include/stub.h"
 
@@ -245,7 +246,7 @@ class StubImpl : public Stub {
                                        const brpc::ChannelOptions& options);
 
   StubTLS* get_tls() {
-    return static_cast<StubTLS*>(bthread_getspecific(_bthread_key));
+    return static_cast<StubTLS*>(THREAD_GETSPECIFIC(_bthread_key));
   }
 
  private:
@@ -262,7 +263,8 @@ class StubImpl : public Stub {
   uint32_t _package_size;
 
   // tls handlers
-  bthread_key_t _bthread_key;
+  // bthread_key_t _bthread_key;
+  THREAD_KEY_T _bthread_key;
 
   // bvar variables
   std::map<std::string, BvarWrapper*> _ltc_bvars;
diff --git a/core/sdk-cpp/include/stub_impl.hpp b/core/sdk-cpp/include/stub_impl.hpp
index 6fad5b5e2c702652126bc159333046790fcefc69..756c12893393f10a1c2ebfa83bf3a94adac7a4bc 100644
--- a/core/sdk-cpp/include/stub_impl.hpp
+++ b/core/sdk-cpp/include/stub_impl.hpp
@@ -70,7 +70,7 @@ int StubImpl<T, C, R, I, O>::initialize(const VariantInfo& var,
 
   _endpoint = ep;
 
-  if (bthread_key_create(&_bthread_key, NULL) != 0) {
+  if (THREAD_KEY_CREATE(&_bthread_key, NULL) != 0) {
     LOG(FATAL) << "Failed create key for stub tls";
     return -1;
   }
@@ -132,13 +132,13 @@ int StubImpl<T, C, R, I, O>::initialize(const VariantInfo& var,
 
 template <typename T, typename C, typename R, typename I, typename O>
 int StubImpl<T, C, R, I, O>::thrd_initialize() {
-  if (bthread_getspecific(_bthread_key) != NULL) {
+  if (THREAD_GETSPECIFIC(_bthread_key) != NULL) {
     LOG(WARNING) << "Already thread initialized for stub";
     return 0;
   }
 
   StubTLS* tls = new (std::nothrow) StubTLS();
-  if (!tls || bthread_setspecific(_bthread_key, tls) != 0) {
+  if (!tls || THREAD_SETSPECIFIC(_bthread_key, tls) != 0) {
     LOG(FATAL) << "Failed binding tls data to bthread_key";
     return -1;
   }