From 45c61ccd0cf9e16fd02c5bdd083b609e31738c17 Mon Sep 17 00:00:00 2001 From: Leo Fang Date: Fri, 6 Jun 2025 14:19:36 +0000 Subject: [PATCH] add PTX helpers --- cuda_bindings/cuda/bindings/__init__.py | 1 + cuda_bindings/cuda/bindings/utils/__init__.py | 131 ++++++++++++++++++ 2 files changed, 132 insertions(+) create mode 100644 cuda_bindings/cuda/bindings/utils/__init__.py diff --git a/cuda_bindings/cuda/bindings/__init__.py b/cuda_bindings/cuda/bindings/__init__.py index 8086b4f6f..4f4f4032d 100644 --- a/cuda_bindings/cuda/bindings/__init__.py +++ b/cuda_bindings/cuda/bindings/__init__.py @@ -2,3 +2,4 @@ # SPDX-License-Identifier: LicenseRef-NVIDIA-SOFTWARE-LICENSE from cuda.bindings._version import __version__ +from cuda.bindings import utils diff --git a/cuda_bindings/cuda/bindings/utils/__init__.py b/cuda_bindings/cuda/bindings/utils/__init__.py new file mode 100644 index 000000000..adf643b77 --- /dev/null +++ b/cuda_bindings/cuda/bindings/utils/__init__.py @@ -0,0 +1,131 @@ +# Copyright 2025 NVIDIA Corporation. All rights reserved. +# SPDX-License-Identifier: LicenseRef-NVIDIA-SOFTWARE-LICENSE + +import re + + +# Mapping based on the official PTX ISA <-> CUDA Release table +# https://docs.nvidia.com/cuda/parallel-thread-execution/#release-notes-ptx-release-history +_ptx_to_cuda = { + "1.0": (1, 0), + "1.1": (1, 1), + "1.2": (2, 0), + "1.3": (2, 1), + "1.4": (2, 2), + "2.0": (3, 0), + "2.1": (3, 1), + "2.2": (3, 2), + "2.3": (4, 0), + "3.0": (4, 1), + "3.1": (5, 0), + "3.2": (5, 5), + "4.0": (6, 0), + "4.1": (6, 5), + "4.2": (7, 0), + "4.3": (7, 5), + "5.0": (8, 0), + "6.0": (9, 0), + "6.1": (9, 1), + "6.2": (9, 2), + "6.3": (10, 0), + "6.4": (10, 1), + "6.5": (10, 2), + "7.0": (11, 0), + "7.1": (11, 1), + "7.2": (11, 2), + "7.3": (11, 3), + "7.4": (11, 4), + "7.5": (11, 5), + "7.6": (11, 6), + "7.7": (11, 7), + "7.8": (11, 8), + "8.0": (12, 0), + "8.1": (12, 1), + "8.2": (12, 2), + "8.3": (12, 3), + "8.4": (12, 4), + "8.5": (12, 5), + "8.6": (12, 7), + "8.7": (12, 8), + "8.8": (12, 9), +} + + +def get_minimal_required_driver_ver_from_ptx_ver(ptx_version: str) -> int: + """ + Maps PTX ISA version to the minimal CUDA driver version. + + Parameters + ---------- + ptx_version : str + PTX ISA version as a string, e.g. "8.8" for PTX ISA 8.8. This is the ``.version`` + directive in the PTX header. + + Returns + ------- + int + Minimal CUDA driver version as 1000 * major + 10 * minor, e.g. 12090 for CUDA 12.9. + + Raises + ------ + ValueError + If the PTX version is unknown. + + Examples + -------- + >>> get_minimal_required_driver_ver_from_ptx_ver("8.8") + 12090 + >>> get_minimal_required_driver_ver_from_ptx_ver("7.0") + 11000 + """ + try: + major, minor = _ptx_to_cuda[ptx_version] + return 1000 * major + 10 * minor + except KeyError: + raise ValueError(f"Unknown or unsupported PTX ISA version: {ptx_version}") + + + +# Regex pattern to match .version directive and capture the version number +_ptx_ver_pattern = re.compile(r'\.version\s+([0-9]+\.[0-9]+)') + + +def get_ptx_ver(ptx: str) -> str: + """ + Extract the PTX ISA version string from PTX source code. + + Parameters + ---------- + ptx : str + The PTX assembly source code as a string. + + Returns + ------- + str + The PTX ISA version string, e.g., "8.8". + + Raises + ------ + ValueError + If the .version directive is not found in the PTX source. + + Examples + -------- + >>> ptx = r''' + ... .version 8.8 + ... .target sm_86 + ... .address_size 64 + ... + ... .visible .entry test_kernel() + ... { + ... ret; + ... } + ... ''' + >>> get_ptx_ver(ptx) + '8.8' + """ + m = _ptx_ver_pattern.search(ptx) + if m: + return m.group(1) + else: + raise ValueError("No .version directive found in PTX source. Is it a valid PTX?")