[Refactor] Skip patchelf if not installed (#477)

* [Refactor] Enhance TMA barrier validation and support for additional architectures

* Updated the TMA barrier validation in `inject_tma_barrier.cc` to check for non-empty `barrier_id_to_range_` before raising an error for missing `create_list_of_mbarrier`.
* Refactored architecture checks in `phase.py` to utilize a new constant `SUPPORTED_TMA_ARCHS`, allowing for easier updates and improved readability in the target architecture validation logic.

* Enhance logging in setup.py and refactor TMA architecture checks in phase.py

* Added logging configuration to setup.py, replacing print statements with logger for better traceability.
* Updated download and extraction functions to use logger for status messages.
* Refactored TMA architecture checks in phase.py to utilize the new `have_tma` function for improved clarity and maintainability.
* Introduced support for additional compute capabilities in nvcc.py, including TMA support checks.

* Update documentatio...

setup.py

@@ -18,6 +18,15 @@ import platform
 import multiprocessing
 from setuptools.command.build_ext import build_ext
 import importlib
+import logging
+
+# Configure logging with basic settings
+logging.basicConfig(
+    level=logging.INFO,
+    format='%(asctime)s - %(name)s - %(levelname)s - %(message)s',
+    datefmt='%Y-%m-%d %H:%M:%S')
+
+logger = logging.getLogger(__name__)
 
 # Environment variables False/True
 PYPI_BUILD = os.environ.get("PYPI_BUILD", "False").lower() == "true"
@@ -192,7 +201,7 @@ def download_and_extract_llvm(version, is_aarch64=False, extract_path="3rdparty"
     download_url = f"{base_url}/{file_name}"
 
     # Download the file
-    print(f"Downloading {file_name} from {download_url}")
+    logger.info(f"Downloading {file_name} from {download_url}")
     with urllib.request.urlopen(download_url) as response:
         if response.status != 200:
             raise Exception(f"Download failed with status code {response.status}")
@@ -205,11 +214,11 @@ def download_and_extract_llvm(version, is_aarch64=False, extract_path="3rdparty"
         os.remove(os.path.join(extract_path, file_name))
 
     # Extract the file
-    print(f"Extracting {file_name} to {extract_path}")
+    logger.info(f"Extracting {file_name} to {extract_path}")
     with tarfile.open(fileobj=BytesIO(file_content), mode="r:xz") as tar:
         tar.extractall(path=extract_path)
 
-    print("Download and extraction completed successfully.")
+    logger.info("Download and extraction completed successfully.")
     return os.path.abspath(os.path.join(extract_path, file_name.replace(".tar.xz", "")))
 
 
@@ -235,7 +244,7 @@ def update_submodules():
             return False
 
     if not is_git_repo():
-        print("Info: Not a git repository, skipping submodule update.")
+        logger.info("Info: Not a git repository, skipping submodule update.")
         return
 
     try:
@@ -285,7 +294,15 @@ def patch_libs(libpath):
     and have a hard-coded rpath.
     Set rpath to the directory of libs so auditwheel works well.
     """
-    subprocess.run(['patchelf', '--set-rpath', '$ORIGIN', libpath])
+    # check if patchelf is installed
+    # find patchelf in the system
+    patchelf_path = shutil.which("patchelf")
+    if not patchelf_path:
+        logger.warning(
+            "patchelf is not installed, which is required for auditwheel to work for compatible wheels."
+        )
+        return
+    subprocess.run([patchelf_path, '--set-rpath', '$ORIGIN', libpath])
 
 
 class TileLangBuilPydCommand(build_py):
@@ -299,11 +316,11 @@ class TileLangBuilPydCommand(build_py):
         ext_modules = build_ext_cmd.extensions
         for ext in ext_modules:
             extdir = build_ext_cmd.get_ext_fullpath(ext.name)
-            print(f"Extension {ext.name} output directory: {extdir}")
+            logger.info(f"Extension {ext.name} output directory: {extdir}")
 
         ext_output_dir = os.path.dirname(extdir)
-        print(f"Extension output directory (parent): {ext_output_dir}")
-        print(f"Build temp directory: {build_temp_dir}")
+        logger.info(f"Extension output directory (parent): {ext_output_dir}")
+        logger.info(f"Build temp directory: {build_temp_dir}")
 
         # copy cython files
         CYTHON_SRC = [
@@ -370,12 +387,12 @@ class TileLangBuilPydCommand(build_py):
                 os.makedirs(target_dir_release, exist_ok=True)
                 os.makedirs(target_dir_develop, exist_ok=True)
                 shutil.copy2(source_lib_file, target_dir_release)
-                print(f"Copied {source_lib_file} to {target_dir_release}")
+                logger.info(f"Copied {source_lib_file} to {target_dir_release}")
                 shutil.copy2(source_lib_file, target_dir_develop)
-                print(f"Copied {source_lib_file} to {target_dir_develop}")
+                logger.info(f"Copied {source_lib_file} to {target_dir_develop}")
                 os.remove(source_lib_file)
             else:
-                print(f"WARNING: {item} not found in any expected directories!")
+                logger.info(f"WARNING: {item} not found in any expected directories!")
 
         TVM_CONFIG_ITEMS = [
             f"{build_temp_dir}/config.cmake",
@@ -391,7 +408,7 @@ class TileLangBuilPydCommand(build_py):
             if os.path.exists(source_dir):
                 shutil.copy2(source_dir, target_dir)
             else:
-                print(f"INFO: {source_dir} does not exist.")
+                logger.info(f"INFO: {source_dir} does not exist.")
 
         TVM_PACAKGE_ITEMS = [
             "3rdparty/tvm/src",
@@ -486,7 +503,7 @@ class TileLangDevelopCommand(develop):
     """
 
     def run(self):
-        print("Running TileLangDevelopCommand")
+        logger.info("Running TileLangDevelopCommand")
         # 1. Build the C/C++ extension modules
         self.run_command("build_ext")
 
@@ -494,10 +511,10 @@ class TileLangDevelopCommand(develop):
         ext_modules = build_ext_cmd.extensions
         for ext in ext_modules:
             extdir = build_ext_cmd.get_ext_fullpath(ext.name)
-            print(f"Extension {ext.name} output directory: {extdir}")
+            logger.info(f"Extension {ext.name} output directory: {extdir}")
 
         ext_output_dir = os.path.dirname(extdir)
-        print(f"Extension output directory (parent): {ext_output_dir}")
+        logger.info(f"Extension output directory (parent): {ext_output_dir}")
 
         # Copy the built TVM to the package directory
         TVM_PREBUILD_ITEMS = [
@@ -521,7 +538,7 @@ class TileLangDevelopCommand(develop):
                 # remove the original file
                 os.remove(source_lib_file)
             else:
-                print(f"INFO: {source_lib_file} does not exist.")
+                logger.info(f"INFO: {source_lib_file} does not exist.")
 
 
 class CMakeExtension(Extension):

tilelang/contrib/nvcc.py

@@ -268,7 +268,7 @@ def get_target_compute_version(target=None):
     Returns
     -------
     compute_version : str
-        compute capability of a GPU (e.g. "8.6")
+        compute capability of a GPU (e.g. "8.6" or "9.0")
     """
     # 1. input target object
     # 2. Target.current()
@@ -277,8 +277,15 @@ def get_target_compute_version(target=None):
         arch = target.arch.split("_")[1]
         if len(arch) == 2:
             major, minor = arch
+            # Handle old format like sm_89
             return major + "." + minor
         elif len(arch) == 3:
+            major = int(arch[0])
+            if major < 2:
+                major = arch[0:2]
+                minor = arch[2]
+                return major + "." + minor
+            else:
                 # This is for arch like "sm_90a"
                 major, minor, suffix = arch
             return major + "." + minor + "." + suffix
@@ -414,6 +421,23 @@ def have_fp8(compute_version):
     return any(conditions)
 
 
+@tvm._ffi.register_func("tvm.contrib.nvcc.supports_tma", override=True)
+def have_tma(target):
+    """Whether TMA support is provided in the specified compute capability or not
+
+    Parameters
+    ----------
+    target : tvm.target.Target
+        The compilation target
+    """
+    compute_version = get_target_compute_version(target)
+    major, minor = parse_compute_version(compute_version)
+    # TMA is supported in Ada Lovelace (9.0) or later architectures.
+    conditions = [False]
+    conditions.append(major >= 9)
+    return any(conditions)
+
+
 def get_nvcc_compiler() -> str:
     """Get the path to the nvcc compiler"""
     return os.path.join(find_cuda_path(), "bin", "nvcc")

tilelang/engine/phase.py

@@ -2,16 +2,15 @@ from tvm import tir, IRModule
 from tvm.target import Target
 import tilelang
 from tilelang.transform import PassContext
+from tilelang.contrib.nvcc import have_tma
 from typing import Optional
 
-SUPPORTED_TMA_ARCHS = {"sm_90", "sm_90a"}
-
 
 def allow_tma_and_warp_specialized(pass_ctx: Optional[PassContext] = None,
                                    target: Optional[Target] = None) -> bool:
     if pass_ctx is None:
         pass_ctx = tilelang.transform.get_pass_context()
-    if target.arch not in SUPPORTED_TMA_ARCHS:
+    if not have_tma(target):
         return False
     disable_tma_lower = pass_ctx.config.get("tl.disable_tma_lower", False)
     disable_tma_lower = pass_ctx.config.get("tl.disable_tma_lower", False)
@@ -20,7 +19,7 @@ def allow_tma_and_warp_specialized(pass_ctx: Optional[PassContext] = None,
 
 
 def allow_fence_proxy(target: Optional[Target] = None) -> bool:
-    return target.arch in SUPPORTED_TMA_ARCHS
+    return have_tma(target)
 
 
 def allow_vectorize(pass_ctx: Optional[PassContext] = None) -> bool: