StarPilot/tinygrad_repo/tinygrad/runtime/support/compiler_cuda.py

import hashlib, tempfile, ctypes, re, pathlib
from tinygrad.helpers import to_char_p_p, colored, getenv, system, OSX
from tinygrad.runtime.support.c import init_c_var
from tinygrad.runtime.autogen import nvrtc, nvjitlink as jitlink
from tinygrad.device import Compiler, CompileError

CUDA_PATH = getenv("CUDA_PATH", "")
root = pathlib.Path(__file__).parents[3]
osx_docker_cmd = f"docker run --rm -i -v {root}:{root} -e PYTHONPATH={root} ghcr.io/tinygrad/cuda-arm64:v2.3"

def _get_bytes(arg, get_str, get_sz, check) -> bytes:
  x = ctypes.create_string_buffer(init_c_var(ctypes.c_size_t, lambda x: check(get_sz(arg, ctypes.byref(x)))).value)
  check(get_str(arg, x))
  return ctypes.string_at(x, size=len(x))

def nvrtc_check(status, ctx=None):
  if status != 0:
    err_log = _get_bytes(ctx, nvrtc.nvrtcGetProgramLog, nvrtc.nvrtcGetProgramLogSize, lambda _: None).decode() if ctx else ""
    raise CompileError(f"Nvrtc Error {status}, {ctypes.string_at(nvrtc.nvrtcGetErrorString(status)).decode()}\n{err_log}")

def jitlink_check(status, ctx=None):
  if status != 0:
    err_log = _get_bytes(ctx, jitlink.nvJitLinkGetErrorLog, jitlink.nvJitLinkGetErrorLogSize, lambda _: None).decode() if ctx else ""
    raise CompileError(f"jitlink Error {status}, {jitlink.nvJitLinkResult.get(status)}\n{err_log}")

def pretty_ptx(s):
  # all expressions match `<valid_before><expr><valid_after>` and replace it with `<valid_before>color(<expr>)<valid_after>`
  s = re.sub(r'([!@<\[\s,\+\-;\n])((?:[_%$][\w%\$_]+(?:\.[xyz])?\:?)|(?:buf\d+))([<>\]\s,\+\-;\n\)])',
             lambda m:m[1]+colored(m[2], "blue")+m[3], s, flags=re.M) # identifiers
  s = re.sub(r'(.)((?:b|s|u|f)(?:8|16|32|64)|pred)([\.\s])', lambda m:m[1]+colored(m[2], "green")+m[3], s, flags=re.M) # types
  s = re.sub(r'^(\s*)([\w]+)(.*?;$)', lambda m:m[1]+colored(m[2], "yellow")+m[3], s, flags=re.M) # instructions
  s = re.sub(r'([<>\[\]\s,\+\-;])((?:0[fF][0-9a-fA-F]{8})|(?:[0-9]+)|(?:0[xX][0-9a-fA-F]+))([<>\[\]\s,\+\-;])',
             lambda m:m[1]+colored(m[2], "yellow")+m[3], s, flags=re.M) # numbers
  s = re.sub(r'(\.)(param|reg|global)', lambda m:m[1]+colored(m[2], "magenta"), s, flags=re.M) # space
  s = re.sub(r'(\.)(version|target|address_size|visible|entry)', lambda m:m[1]+colored(m[2], "magenta"), s, flags=re.M) # derivatives
  return s

def cuda_disassemble(lib:bytes, arch:str, ptx=False):
  try:
    fn = (pathlib.Path(tempfile.gettempdir()) / f"tinycuda_{hashlib.md5(lib).hexdigest()}").as_posix()
    with open(fn, "wb") as f: f.write(lib.rstrip(b'\x00') if ptx else lib)
    if ptx: system(f"ptxas -arch={arch} -o {fn} {fn}")
    print(system(f'nvdisasm {fn}'))
  except Exception as e: print("Failed to generate SASS", str(e), "Make sure your PATH contains ptxas/nvdisasm binary of compatible version.")

class NVRTCCompiler(Compiler):
  def __init__(self, arch:str, ptx=True, cache_key:str="cuda"):
    self.ptx, self.arch, self.compile_options = ptx, arch, [f'--gpu-architecture={arch}']
    if OSX: self.compiler_process = self.server(osx_docker_cmd, arch, ptx)
    else:
      self.compile_options += [f"-I{CUDA_PATH}/include"] if CUDA_PATH else ["-I/usr/local/cuda/include", "-I/usr/include", "-I/opt/cuda/include"]
      nvrtc_check(nvrtc.nvrtcVersion((nvrtcMajor := ctypes.c_int()), (nvrtcMinor := ctypes.c_int())))
      if (nvrtcMajor.value, nvrtcMinor.value) >= (12, 4): self.compile_options.append("--minimal")
    super().__init__(f"compile_{cache_key}_{self.arch}")
  def compile(self, src:str) -> bytes:
    if OSX: return self.compile_server(src, self.compiler_process)
    nvrtc_check(nvrtc.nvrtcCreateProgram(ctypes.byref(prog := nvrtc.nvrtcProgram()), src.encode(), "<null>".encode(), 0, None, None))
    nvrtc_check(nvrtc.nvrtcCompileProgram(prog, len(self.compile_options), to_char_p_p([o.encode() for o in self.compile_options])), prog)
    data = _get_bytes(prog, nvrtc.nvrtcGetPTX if self.ptx else nvrtc.nvrtcGetCUBIN,
                      nvrtc.nvrtcGetPTXSize if self.ptx else nvrtc.nvrtcGetCUBINSize, nvrtc_check)
    nvrtc_check(nvrtc.nvrtcDestroyProgram(ctypes.byref(prog)))
    return data
  def disassemble(self, lib:bytes): cuda_disassemble(lib, self.arch, ptx=self.ptx)

class NVCCCompiler(Compiler):
  def __init__(self, arch:str, ptx:bool=True, cache_key:str="cuda", extra_options:list[str]=[]):
    self.ptx, self.arch, self.extra_options = ptx, arch, extra_options
    super().__init__(f"compile_nvcc_{cache_key+'ptx' if ptx else ''}_{self.arch}_{hashlib.sha256(' '.join(extra_options).encode()).hexdigest()[:8]}")
  def compile(self, src:str) -> bytes:
    mode, suffix = ("-ptx", ".ptx") if self.ptx else ("-cubin", ".cubin")
    with tempfile.NamedTemporaryFile(suffix=".cu") as srcf, tempfile.NamedTemporaryFile(suffix=suffix) as libf:
      srcf.write(src.encode())
      srcf.flush()
      system(f"nvcc -arch={self.arch} {mode} -o {libf.name} {srcf.name} " + ' '.join(self.extra_options))
      return libf.read()
  def disassemble(self, lib:bytes): cuda_disassemble(lib, self.arch, ptx=self.ptx)

class PTXCompiler(Compiler):
  def __init__(self, arch:str, cache_key="ptx"):
    self.arch = arch
    super().__init__(f"compile_{cache_key}_{self.arch}")
  def compile(self, src:str) -> bytes:
    return src.replace("TARGET", self.arch).replace("VERSION", "8.7" if (ver:=int(self.arch[3:]))>=120 else ("7.8" if ver>=89 else "7.5")).encode()
  def disassemble(self, lib:bytes): cuda_disassemble(lib, self.arch, ptx=True)

class NVPTXCompiler(PTXCompiler):
  def __init__(self, arch:str):
    if OSX: self.compiler_process = self.server(osx_docker_cmd, arch)
    else: jitlink_check(jitlink.nvJitLinkVersion(ctypes.byref(ctypes.c_uint()), ctypes.byref(ctypes.c_uint())))
    super().__init__(arch, cache_key="nv_ptx")
  def compile(self, src:str) -> bytes:
    if OSX: return self.compile_server(src, self.compiler_process)
    jitlink_check(jitlink.nvJitLinkCreate(handle := jitlink.nvJitLinkHandle(), 1, to_char_p_p([f'-arch={self.arch}'.encode()])), handle)
    jitlink_check(jitlink.nvJitLinkAddData(handle, jitlink.NVJITLINK_INPUT_PTX, ptxsrc:=super().compile(src), len(ptxsrc), "<null>".encode()), handle)
    jitlink_check(jitlink.nvJitLinkComplete(handle), handle)
    data = _get_bytes(handle, jitlink.nvJitLinkGetLinkedCubin, jitlink.nvJitLinkGetLinkedCubinSize, jitlink_check)
    jitlink_check(jitlink.nvJitLinkDestroy(handle))
    return data
  def disassemble(self, lib:bytes): cuda_disassemble(lib, self.arch)