diff --git a/pytilefusion/__init__.py b/pytilefusion/__init__.py
index 90d3ce4..1309ce6 100644
--- a/pytilefusion/__init__.py
+++ b/pytilefusion/__init__.py
@@ -3,17 +3,32 @@
 # Licensed under the MIT License.
 # --------------------------------------------------------------------------
 
+import os
+
 import torch
 
 
+def _load_library(filename: str) -> bool:
+    """Load a shared library from the given filename."""
+    try:
+        libdir = os.path.dirname(os.path.dirname(__file__))
+        torch.ops.load_library(os.path.join(libdir, filename))
+        print(f"Successfully loaded: '{filename}'")
+    except Exception as error:
+        print(f"Fail to load library: '{filename}', {error}\n")
+
+
+_load_library("libtilefusion.so")
+
+
 def scatter_nd(scatter_data, scatter_indices, scatter_updates):
-    torch.ops.tilefusion.scatter_nd(
+    torch.ops.tilefusion_ops.scatter_nd(
         scatter_data, scatter_updates, scatter_indices
     )
 
 
 def flash_attention_fwd(Q, K, V, Out, m, n, k, p):
-    torch.ops.tilefusion.flash_attention_fwd(Q, K, V, Out, m, n, k, p)
+    torch.ops.tilefusion_ops.flash_attention_fwd(Q, K, V, Out, m, n, k, p)
 
 
 class TiledFlashAttention():
diff --git a/setup.py b/setup.py
index 4820566..f2ca2c3 100644
--- a/setup.py
+++ b/setup.py
@@ -24,7 +24,7 @@ def get_requirements():
 class CMakeExtension(Extension):
     """ specify the root folder of the CMake projects"""
 
-    def __init__(self, name, cmake_lists_dir=".", **kwargs):
+    def __init__(self, name="tilefusion", cmake_lists_dir=".", **kwargs):
         Extension.__init__(self, name, sources=[], **kwargs)
         self.cmake_lists_dir = os.path.abspath(cmake_lists_dir)
 
@@ -32,10 +32,15 @@ def __init__(self, name, cmake_lists_dir=".", **kwargs):
 class CMakeBuildExt(build_ext):
     """launches the CMake build."""
 
+    def get_ext_filename(self, name):
+        return f"lib{name}.so"
+
     def copy_extensions_to_source(self) -> None:
         build_py = self.get_finalized_command("build_py")
         for ext in self.extensions:
-            source_path = os.path.join(self.build_lib, "lib" + ext.name + ".so")
+            source_path = os.path.join(
+                self.build_lib, self.get_ext_filename(ext.name)
+            )
             inplace_file, _ = self._get_inplace_equivalent(build_py, ext)
 
             target_path = os.path.join(
@@ -164,7 +169,7 @@ def run(self):
     python_requires=">=3.10",
     packages=find_packages(exclude=[""]),
     install_requires=get_requirements(),
-    ext_modules=[CMakeExtension("tilefusion")],
+    ext_modules=[CMakeExtension()],
     cmdclass={
         "build_ext": CMakeBuildExt,
         "clean": Clean,
diff --git a/src/torch_bind.cc b/src/torch_bind.cc
index 76412a1..3d3baad 100644
--- a/src/torch_bind.cc
+++ b/src/torch_bind.cc
@@ -3,14 +3,11 @@
 
 #include "kernels/mod.hpp"
 
-#include <torch/script.h>
-
 namespace tilefusion {
 using namespace tilefusion::kernels;
 
-TORCH_LIBRARY(tilefusion, t) {
+TORCH_LIBRARY(tilefusion_ops, t) {
     t.def("scatter_nd", &custom_scatter_op);
     t.def("flash_attention_fwd", &custom_flash_attention_op);
 };
-
 }  // namespace tilefusion