feat: save kernel name to file

Signed-off-by: Zihua Wu <13583761+lucifer1004@users.noreply.github.com>

deep_gemm/jit/compiler.py

@@ -92,7 +92,9 @@ def make_tmp_dir():
     return tmp_dir
 
 
-def put(path, data, is_binary=False):
+def put(path, data):
+    is_binary = isinstance(data, bytes)
+    
     # Write and do POSIX atomic replace
     tmp_file_path = f'{make_tmp_dir()}/file.tmp.{str(uuid.uuid4())}.{hash_to_hex(path)}'
     with open(tmp_file_path, 'wb' if is_binary else 'w') as f:
@@ -153,16 +155,20 @@ class Compiler(abc.ABC):
         kernel_name = cls.compile(name, code, tmp_cubin_path)
         end_time = time.time()
         elapsed_time = end_time - start_time
-        if os.getenv('DG_JIT_DEBUG', None):
+        if os.getenv('DG_JIT_DEBUG', None) or True:
             print(
                 f'Compilation of JIT runtime {name} took {elapsed_time:.2f} seconds.')
 
         # Interleave FFMA reuse
         if enable_sass_opt:
             interleave_ffma.process(tmp_cubin_path)
+            
+        # Store kernel name
+        put(f'{tmp_cubin_path}.name', kernel_name)
 
-        # Atomic replace CU file
+        # Atomic replace files
         os.replace(tmp_cubin_path, cubin_path)
+        os.replace(f'{tmp_cubin_path}.name', f'{cubin_path}.name')
 
         # Put cache and return
         runtime_cache[path] = Runtime(path, kernel_name)
@@ -200,6 +206,7 @@ class NvccCompiler(Compiler):
         return_code = subprocess.check_call(command)
         assert return_code == 0, f'Failed to compile {src_path}'
 
+        # NVCC needs to get the symbol name from the cubin file using `cuobjdump`
         return get_symbol(target_path, 'fp8_gemm_kernel')
 
 
@@ -259,6 +266,7 @@ class NvrtcCompiler(Compiler):
         if compile_res != nvrtc.nvrtcResult.NVRTC_SUCCESS:
             raise Exception(f"Failed to compile program: {compile_res}")
 
+        # NVRTC can directly get the lowered name
         res, lowered_name = nvrtc.nvrtcGetLoweredName(
             program, bytes(kernel_name, 'utf-8'))
         if res != nvrtc.nvrtcResult.NVRTC_SUCCESS:
@@ -273,7 +281,7 @@ class NvrtcCompiler(Compiler):
         if res != nvrtc.nvrtcResult.NVRTC_SUCCESS:
             raise Exception(f"Failed to get CUBIN: {res}")
 
-        put(target_path, cubin_bytes, is_binary=True)
+        put(target_path, cubin_bytes)
 
         res = nvrtc.nvrtcDestroyProgram(program)[0]
         if res != nvrtc.nvrtcResult.NVRTC_SUCCESS:

deep_gemm/jit/runtime.py

@@ -36,7 +36,7 @@ class Runtime:
             return False
 
         # Contains all necessary files
-        files = ['kernel.cubin']
+        files = ['kernel.cubin', 'kernel.cubin.name']
         return all(os.path.exists(os.path.join(path, file)) for file in files)
 
     def __call__(self, **kwargs: Dict[str, Any]) -> cuda.CUresult:
@@ -48,7 +48,6 @@ class Runtime:
             if res != cuda.CUresult.CUDA_SUCCESS:
                 raise Exception(f"Failed to load library: {res}")
 
-            print(f"Kernel name: {self.kernel_name}")
             res, kernel = cuda.cuLibraryGetKernel(
                 lib, bytes(self.kernel_name, encoding='utf-8'))
             if res != cuda.CUresult.CUDA_SUCCESS:
@@ -101,8 +100,7 @@ class RuntimeCache:
 
         # Already compiled
         if os.path.exists(path) and Runtime.is_path_valid(path):
-            kernel_name = get_symbol(os.path.join(
-                path, 'kernel.cubin'), 'fp8_gemm_kernel')
+            kernel_name = open(os.path.join(path, 'kernel.cubin.name'), 'r').read()
             runtime = Runtime(path, kernel_name)
             self.cache[path] = runtime
             return runtime