diff --git a/CMakeLists.txt b/CMakeLists.txt
index fc1ab3a9..af6dfc53 100644
--- a/CMakeLists.txt
+++ b/CMakeLists.txt
@@ -814,8 +814,7 @@ if(MGE_WITH_CUDA)
         list(APPEND MGE_CUDA_LIBS ${TRT_LIBRARY} ${TRT_PLUGIN_LIBRARY})
       else()
         if(TensorRT_VERSION_MAJOR GREATER_EQUAL 8)
-          list(APPEND MGE_CUDA_LIBS -Wl,--whole-archive libnvinfer.so
-               libnvinfer_plugin.so -Wl,--no-whole-archive)
+          list(APPEND MGE_CUDA_LIBS libnvinfer libnvinfer_plugin)
         else()
           list(APPEND MGE_CUDA_LIBS -Wl,--whole-archive libnvinfer libnvinfer_plugin
                -Wl,--no-whole-archive)
diff --git a/cmake/tensorrt.cmake b/cmake/tensorrt.cmake
index 2da37bb6..51bbde54 100644
--- a/cmake/tensorrt.cmake
+++ b/cmake/tensorrt.cmake
@@ -36,7 +36,6 @@ else()
     PATH_SUFFIXES lib lib64
     DOC "TRT plugin library.")
 endif()
-message(STATUS "TRT_LIBRARY: ${TRT_LIBRARY}")
 if(TRT_LIBRARY STREQUAL "TRT_LIBRARY-NOTFOUND")
   message(
     FATAL_ERROR
@@ -102,7 +101,42 @@ string(REGEX REPLACE "^#define NV_TENSORRT_PATCH ([0-9]+).*$" "\\1"
 set(TRT_VERSION_STRING
     "${TensorRT_VERSION_MAJOR}.${TensorRT_VERSION_MINOR}.${TensorRT_VERSION_PATCH}")
 
-if(MGE_CUDA_USE_STATIC)
+if(TensorRT_VERSION_MAJOR GREATER_EQUAL 8 AND NOT (MSVC OR WIN32))
+  set(TRT_LIBRARY "TRT_LIBRARY-NOTFOUND")
+  set(TRT_PLUGIN_LIBRARY "TRT_PLUGIN_LIBRARY-NOTFOUND")
+  find_library(
+    TRT_LIBRARY
+    NAMES libnvinfer.so nvinfer
+    PATHS ${ALTER_LD_LIBRARY_PATHS} ${TRT_ROOT_DIR} ${CMAKE_INSTALL_PREFIX}
+    HINTS ${ALTER_LIBRARY_PATHS}
+    PATH_SUFFIXES lib lib64
+    DOC "TRT library.")
+  find_library(
+    TRT_PLUGIN_LIBRARY
+    NAMES libnvinfer_plugin.so nvinfer_plugin
+    PATHS ${ALTER_LD_LIBRARY_PATHS} ${TRT_ROOT_DIR} ${CMAKE_INSTALL_PREFIX}
+    HINTS ${ALTER_LIBRARY_PATHS}
+    PATH_SUFFIXES lib lib64
+    DOC "TRT plugin library.")
+  message(STATUS "TensorRT8 has been changed to dynamic linking")
+  if(TRT_LIBRARY STREQUAL "TRT_LIBRARY-NOTFOUND")
+    message(
+      FATAL_ERROR
+        "Can not find TensorRT Library, please refer to scripts/cmake-build/BUILD_README.md to init TRT env"
+    )
+  endif()
+  if(TRT_PLUGIN_LIBRARY STREQUAL "TRT_PLUGIN_LIBRARY-NOTFOUND")
+    message(
+      FATAL_ERROR
+        "Can not find TensorRT Plugin Library, please refer to scripts/cmake-build/BUILD_README.md to init TRT env"
+    )
+  endif()
+endif()
+
+message(STATUS "TRT_LIBRARY: ${TRT_LIBRARY}")
+
+if(MGE_CUDA_USE_STATIC AND NOT (TensorRT_VERSION_MAJOR GREATER_EQUAL 8
+                                AND NOT (MSVC OR WIN32)))
   add_library(libnvinfer STATIC IMPORTED)
   add_library(libnvinfer_plugin STATIC IMPORTED)
 else()
diff --git a/scripts/cmake-build/host_build.sh b/scripts/cmake-build/host_build.sh
index 2daaf2ca..d9c33fa6 100755
--- a/scripts/cmake-build/host_build.sh
+++ b/scripts/cmake-build/host_build.sh
@@ -235,8 +235,6 @@ function prepare_env_for_windows_build() {
     export CUDA_BIN_PATH=$CUDA_PATH
     export PC_CUDNN_INCLUDE_DIRS=$NIVIDA_INSTALL_PRE/${CUDNN_V}/cuda/include
     export LD_LIBRARY_PATH=$LD_LIBRARY_PATH:$NIVIDA_INSTALL_PRE/${TRT_V}/lib:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/lib/x64:$NIVIDA_INSTALL_PRE/${CUDNN_V}/cuda/lib/x64
-    export CPATH=$CPATH:$NIVIDA_INSTALL_PRE/${TRT_V}/include:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/include:$NIVIDA_INSTALL_PRE/CUDA/${CUDA_V}/include/nvtx3:$PC_CUDNN_INCLUDE_DIRS
-    export LIBRARY_PATH=$LIBRARY_PATH:$LD_LIBRARY_PATH
     export INCLUDE=$INCLUDE:$CPATH
     export CUDNN_ROOT_DIR=${NIVIDA_INSTALL_PRE}/${CUDNN_V}/cuda
     export TRT_ROOT_DIR=${NIVIDA_INSTALL_PRE}/${TRT_V}
diff --git a/scripts/whl/manylinux2014/Dockerfile b/scripts/whl/manylinux2014/Dockerfile
index 2c8addd6..b337b1e6 100644
--- a/scripts/whl/manylinux2014/Dockerfile
+++ b/scripts/whl/manylinux2014/Dockerfile
@@ -2,9 +2,7 @@ FROM quay.io/pypa/manylinux2014_x86_64:2020-12-31-56195b3
 
 ENV UID=1024 \
     PATH=${PATH}:/usr/local/cuda/bin \
-    LIBRARY_PATH=${LIBRARY_PATH}:/usr/local/cuda/lib64:/usr/local/cuda/lib64/stubs:/opt/cudnn/lib64:/opt/tensorrt/lib \
-    LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/cuda/lib64:/usr/local/cuda/lib64/stubs:/opt/cudnn/lib64:/opt/tensorrt/lib \
-    CPATH=${CPATH}:/usr/local/cuda/include:/opt/cudnn/include:/opt/tensorrt/include
+    LD_LIBRARY_PATH=${LD_LIBRARY_PATH}:/usr/local/cuda/lib64:/usr/local/cuda/lib64/stubs:/opt/cudnn/lib64:/opt/tensorrt/lib
 
 ARG platform
 COPY setup_mirror.sh .