diff --git a/paddle/fluid/inference/analysis/argument.h b/paddle/fluid/inference/analysis/argument.h
index c1f35517d8a3518d62fd4745857542ef41c15aea..bea74307b508071e2a9615b1fd522f4616504240 100644
--- a/paddle/fluid/inference/analysis/argument.h
+++ b/paddle/fluid/inference/analysis/argument.h
@@ -205,6 +205,11 @@ struct Argument {
 
   DECL_ARGUMENT_FIELD(use_xpu, UseXpu, bool);
   DECL_ARGUMENT_FIELD(xpu_l3_workspace_size, XpuL3WorkspaceSize, int);
+  DECL_ARGUMENT_FIELD(xpu_locked, XpuLocked, bool);
+  DECL_ARGUMENT_FIELD(xpu_autotune, XpuAutotune, bool);
+  DECL_ARGUMENT_FIELD(xpu_autotune_file, XpuAutotuneFile, std::string);
+  DECL_ARGUMENT_FIELD(xpu_precision, XpuPrecision, std::string);
+  DECL_ARGUMENT_FIELD(xpu_adaptive_seqlen, XpuAdaptiveSeqlen, bool);
 
   // Memory optimized related.
   DECL_ARGUMENT_FIELD(enable_memory_optim, EnableMemoryOptim, bool);
diff --git a/paddle/fluid/inference/analysis/ir_pass_manager.cc b/paddle/fluid/inference/analysis/ir_pass_manager.cc
index 94c42d1433f5247f5d96823edb7653ed39aec362..2afb93ce4016a5a7e7d89f506269afda98925ede 100644
--- a/paddle/fluid/inference/analysis/ir_pass_manager.cc
+++ b/paddle/fluid/inference/analysis/ir_pass_manager.cc
@@ -153,6 +153,12 @@ void IRPassManager::CreatePasses(Argument *argument,
                 new int(argument->xpu_l3_workspace_size()));
       pass->Set("cpu_math_library_num_threads",
                 new int(argument->cpu_math_library_num_threads()));
+      pass->Set("locked", new bool(argument->xpu_locked()));
+      pass->Set("autotune", new bool(argument->xpu_autotune()));
+      pass->Set("autotune_file",
+                new std::string(argument->xpu_autotune_file()));
+      pass->Set("precision", new std::string(argument->xpu_precision()));
+      pass->Set("adaptive_seqlen", new bool(argument->xpu_adaptive_seqlen()));
     }
     disable_logs_ = argument->disable_logs();
     if (pass_name == "fc_fuse_pass") {
diff --git a/paddle/fluid/inference/analysis/ir_passes/lite_subgraph_pass.cc b/paddle/fluid/inference/analysis/ir_passes/lite_subgraph_pass.cc
index 4402d5c595a2370d7d6c451c8f051d18d239d207..b56e4cbc91f3f93ff2560823fa3c43eb4c0d95c8 100644
--- a/paddle/fluid/inference/analysis/ir_passes/lite_subgraph_pass.cc
+++ b/paddle/fluid/inference/analysis/ir_passes/lite_subgraph_pass.cc
@@ -245,6 +245,11 @@ void LiteSubgraphPass::SetUpEngine(
   bool use_xpu = Get<bool>("use_xpu");
   int xpu_l3_workspace_size = Get<int>("xpu_l3_workspace_size");
   int cpu_math_library_num_threads = Get<int>("cpu_math_library_num_threads");
+  bool locked = Get<bool>("locked");
+  bool autotune = Get<bool>("autotune");
+  std::string autotune_file = Get<std::string>("autotune_file");
+  std::string precision = Get<std::string>("precision");
+  bool adaptive_seqlen = Get<bool>("adaptive_seqlen");
 
   lite_api::TargetType target_type;
   if (use_gpu) {
@@ -277,6 +282,11 @@ void LiteSubgraphPass::SetUpEngine(
   };
   config.cpu_math_library_num_threads = cpu_math_library_num_threads;
   config.xpu_l3_workspace_size = xpu_l3_workspace_size;
+  config.locked = locked;
+  config.autotune = autotune;
+  config.autotune_file = autotune_file;
+  config.precision = precision;
+  config.adaptive_seqlen = adaptive_seqlen;
   if (dump_model) {
     lite::StrToBinaryFile("./model.bin", config.model);
     lite::StrToBinaryFile("./param.bin", config.param);
diff --git a/paddle/fluid/inference/api/analysis_config.cc b/paddle/fluid/inference/api/analysis_config.cc
index 3691df73ef676a936430ac90b7108aed60ff1d66..c81cbac6db0ad9f14c3f056343f779d7e802b115 100644
--- a/paddle/fluid/inference/api/analysis_config.cc
+++ b/paddle/fluid/inference/api/analysis_config.cc
@@ -88,9 +88,17 @@ void AnalysisConfig::DisableFCPadding() {
   Update();
 }
 
-void AnalysisConfig::EnableXpu(int l3_workspace_size) {
+void AnalysisConfig::EnableXpu(int l3_workspace_size, bool locked,
+                               bool autotune, const std::string &autotune_file,
+                               const std::string &precision,
+                               bool adaptive_seqlen) {
   use_xpu_ = true;
   xpu_l3_workspace_size_ = l3_workspace_size;
+  xpu_locked_ = locked;
+  xpu_autotune_ = autotune;
+  xpu_autotune_file_ = autotune_file;
+  xpu_precision_ = precision;
+  xpu_adaptive_seqlen_ = adaptive_seqlen;
   Update();
 }
 
@@ -143,6 +151,11 @@ AnalysisConfig::AnalysisConfig(const AnalysisConfig &other) {
 
   CP_MEMBER(use_xpu_);
   CP_MEMBER(xpu_l3_workspace_size_);
+  CP_MEMBER(xpu_locked_);
+  CP_MEMBER(xpu_autotune_);
+  CP_MEMBER(xpu_autotune_file_);
+  CP_MEMBER(xpu_precision_);
+  CP_MEMBER(xpu_adaptive_seqlen_);
 
   // profile related.
   CP_MEMBER(with_profile_);
@@ -434,6 +447,11 @@ std::string AnalysisConfig::SerializeInfoCache() {
   ss << use_lite_;
   ss << use_xpu_;
   ss << xpu_l3_workspace_size_;
+  ss << xpu_locked_;
+  ss << xpu_autotune_;
+  ss << xpu_autotune_file_;
+  ss << xpu_precision_;
+  ss << xpu_adaptive_seqlen_;
 
   return ss.str();
 }
diff --git a/paddle/fluid/inference/api/analysis_predictor.cc b/paddle/fluid/inference/api/analysis_predictor.cc
index 360f797af71fde41213af0100452cec8fe113b43..eedf592c68f03243abe151171d9c24461c55ebb8 100644
--- a/paddle/fluid/inference/api/analysis_predictor.cc
+++ b/paddle/fluid/inference/api/analysis_predictor.cc
@@ -462,6 +462,11 @@ void AnalysisPredictor::PrepareArgument() {
     argument_.SetLiteZeroCopy(config_.lite_zero_copy_);
     argument_.SetUseXpu(config_.use_xpu_);
     argument_.SetXpuL3WorkspaceSize(config_.xpu_l3_workspace_size_);
+    argument_.SetXpuLocked(config_.xpu_locked_);
+    argument_.SetXpuAutotune(config_.xpu_autotune_);
+    argument_.SetXpuAutotuneFile(config_.xpu_autotune_file_);
+    argument_.SetXpuPrecision(config_.xpu_precision_);
+    argument_.SetXpuAdaptiveSeqlen(config_.xpu_adaptive_seqlen_);
     LOG(INFO) << "Lite subgraph engine is enabled";
   }
 
diff --git a/paddle/fluid/inference/api/paddle_analysis_config.h b/paddle/fluid/inference/api/paddle_analysis_config.h
index e1f787490f937c9b41acff25d50d3fc5a76d0a75..a03711cc2037c53b0e49d17241a47361dcfb0411 100644
--- a/paddle/fluid/inference/api/paddle_analysis_config.h
+++ b/paddle/fluid/inference/api/paddle_analysis_config.h
@@ -177,7 +177,10 @@ struct AnalysisConfig {
   ///
   void DisableGpu();
 
-  void EnableXpu(int l3_workspace_size = 0xfffc00);
+  void EnableXpu(int l3_workspace_size = 0xfffc00, bool locked = false,
+                 bool autotune = true, const std::string& autotune_file = "",
+                 const std::string& precision = "int16",
+                 bool adaptive_seqlen = false);
   ///
   /// \brief A boolean state telling whether the GPU is turned on.
   ///
@@ -587,6 +590,11 @@ struct AnalysisConfig {
   bool thread_local_stream_{false};
   bool use_xpu_{false};
   int xpu_l3_workspace_size_;
+  bool xpu_locked_;
+  bool xpu_autotune_;
+  std::string xpu_autotune_file_;
+  std::string xpu_precision_;
+  bool xpu_adaptive_seqlen_;
 
   // mkldnn related.
   int mkldnn_cache_capacity_{0};
diff --git a/paddle/fluid/inference/lite/engine.cc b/paddle/fluid/inference/lite/engine.cc
index e8ec67d6f0b8eb18ffebcb8065cd176bae102aa1..e3e12687cf0aaab447cd9e8de3596d3b6bc2be50 100644
--- a/paddle/fluid/inference/lite/engine.cc
+++ b/paddle/fluid/inference/lite/engine.cc
@@ -59,8 +59,15 @@ paddle::lite_api::PaddlePredictor* EngineManager::Create(
 #endif
 
 #ifdef LITE_SUBGRAPH_WITH_XPU
+  // Deprecated in Paddle-Lite release/v2.8
   lite_cxx_config.set_xpu_workspace_l3_size_per_thread(
       cfg.xpu_l3_workspace_size);
+
+  lite_cxx_config.set_xpu_l3_cache_method(cfg.xpu_l3_workspace_size,
+                                          cfg.locked);
+  lite_cxx_config.set_xpu_conv_autotune(cfg.autotune, cfg.autotune_file);
+  lite_cxx_config.set_xpu_multi_encoder_method(cfg.precision,
+                                               cfg.adaptive_seqlen);
 #endif
 
   // create predictor
diff --git a/paddle/fluid/inference/lite/engine.h b/paddle/fluid/inference/lite/engine.h
index 5ba487cc24d7d58cd87853a58fc12f1a82c3610d..a64ef1eda828bf2a5fc96c1cc8435c0a4b6912c6 100644
--- a/paddle/fluid/inference/lite/engine.h
+++ b/paddle/fluid/inference/lite/engine.h
@@ -42,6 +42,11 @@ struct EngineConfig {
 
   // for xpu
   size_t xpu_l3_workspace_size;
+  bool locked = false;
+  bool autotune = true;
+  std::string autotune_file = "";
+  std::string precision = "int16";
+  bool adaptive_seqlen = false;
 
   // for x86 or arm
   int cpu_math_library_num_threads{1};
diff --git a/paddle/fluid/pybind/inference_api.cc b/paddle/fluid/pybind/inference_api.cc
index eb9c166d444f374870022025491bdf577332a03f..e8f6aa9c7f78fd470c1df1ba4c928f91e199ef19 100644
--- a/paddle/fluid/pybind/inference_api.cc
+++ b/paddle/fluid/pybind/inference_api.cc
@@ -388,7 +388,10 @@ void BindAnalysisConfig(py::module *m) {
       .def("enable_use_gpu", &AnalysisConfig::EnableUseGpu,
            py::arg("memory_pool_init_size_mb"), py::arg("device_id") = 0)
       .def("enable_xpu", &AnalysisConfig::EnableXpu,
-           py::arg("l3_workspace_size"))
+           py::arg("l3_workspace_size") = 16 * 1024 * 1024,
+           py::arg("locked") = false, py::arg("autotune") = true,
+           py::arg("autotune_file") = "", py::arg("precision") = "int16",
+           py::arg("adaptive_seqlen") = false)
       .def("disable_gpu", &AnalysisConfig::DisableGpu)
       .def("use_gpu", &AnalysisConfig::use_gpu)
       .def("gpu_device_id", &AnalysisConfig::gpu_device_id)