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author | Titus von Koeller <titus@vonkoeller.com> | 2022-07-27 21:16:04 -0700 |
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committer | Titus von Koeller <titus@vonkoeller.com> | 2022-07-27 21:16:04 -0700 |
commit | 5d90b38c4d280272106ad656808b35ff75bd46a0 (patch) | |
tree | 993fc302f0ea6890ed46dcc9c3de28815721d9f8 /bitsandbytes | |
parent | bd515328d70f344f935075f359c5aefc616878d5 (diff) |
adding CLI tool for CUDA install debugging - intermediate commit
Diffstat (limited to 'bitsandbytes')
-rw-r--r-- | bitsandbytes/__main__.py | 3 | ||||
-rw-r--r-- | bitsandbytes/cuda_setup.py | 83 | ||||
-rw-r--r-- | bitsandbytes/debug_cli.py | 27 | ||||
-rw-r--r-- | bitsandbytes/utils.py | 7 |
4 files changed, 120 insertions, 0 deletions
diff --git a/bitsandbytes/__main__.py b/bitsandbytes/__main__.py new file mode 100644 index 0000000..a91e942 --- /dev/null +++ b/bitsandbytes/__main__.py @@ -0,0 +1,3 @@ +from bitsandbytes.debug_cli import cli + +cli() diff --git a/bitsandbytes/cuda_setup.py b/bitsandbytes/cuda_setup.py new file mode 100644 index 0000000..48423b5 --- /dev/null +++ b/bitsandbytes/cuda_setup.py @@ -0,0 +1,83 @@ +""" +build is dependent on +- compute capability + - dependent on GPU family +- CUDA version +- Software: + - CPU-only: only CPU quantization functions (no optimizer, no matrix multipl) + - CuBLAS-LT: full-build 8-bit optimizer + - no CuBLAS-LT: no 8-bit matrix multiplication (`nomatmul`) + +alle Binaries packagen + +evaluation: + - if paths faulty, return meaningful error + - else: + - determine CUDA version + - determine capabilities + - based on that set the default path +""" + +from os import environ as env +from pathlib import Path +from typing import Set, Union +from .utils import warn_of_missing_prerequisite, print_err + + +CUDA_RUNTIME_LIB: str = "libcudart.so" + +def tokenize_paths(paths: str) -> Set[Path]: + return { + Path(ld_path) for ld_path in paths.split(':') + if ld_path + } + +def get_cuda_runtime_lib_path( + # TODO: replace this with logic for all paths in env vars + LD_LIBRARY_PATH: Union[str, None] = env.get("LD_LIBRARY_PATH") +) -> Union[Path, None]: + """ # TODO: add doc-string + """ + + if not LD_LIBRARY_PATH: + warn_of_missing_prerequisite( + 'LD_LIBRARY_PATH is completely missing from environment!' + ) + return None + + ld_library_paths: Set[Path] = tokenize_paths(LD_LIBRARY_PATH) + + non_existent_directories: Set[Path] = { + path for path in ld_library_paths + if not path.exists() + } + + if non_existent_directories: + print_err( + "WARNING: The following directories listed your path were found to " + f"be non-existent: {non_existent_directories}" + ) + + cuda_runtime_libs: Set[Path] = { + path / CUDA_RUNTIME_LIB for path in ld_library_paths + if (path / CUDA_RUNTIME_LIB).is_file() + } - non_existent_directories + + if len(cuda_runtime_libs) > 1: + err_msg = f"Found duplicate {CUDA_RUNTIME_LIB} files: {cuda_runtime_libs}.." + raise FileNotFoundError(err_msg) + + elif len(cuda_runtime_libs) < 1: + err_msg = f"Did not find {CUDA_RUNTIME_LIB} files: {cuda_runtime_libs}.." + raise FileNotFoundError(err_msg) + + single_cuda_runtime_lib_dir = next(iter(cuda_runtime_libs)) + return ld_library_paths + +def evaluate_cuda_setup(): + # - if paths faulty, return meaningful error + # - else: + # - determine CUDA version + # - determine capabilities + # - based on that set the default path + pass diff --git a/bitsandbytes/debug_cli.py b/bitsandbytes/debug_cli.py new file mode 100644 index 0000000..88307a6 --- /dev/null +++ b/bitsandbytes/debug_cli.py @@ -0,0 +1,27 @@ +import typer + + +cli = typer.Typer() + + +@cli.callback() +def callback(): + """ + Awesome Portal Gun + """ + + +@cli.command() +def shoot(): + """ + Shoot the portal gun + """ + typer.echo("Shooting portal gun") + + +@cli.command() +def load(): + """ + Load the portal gun + """ + typer.echo("Loading portal gun") diff --git a/bitsandbytes/utils.py b/bitsandbytes/utils.py new file mode 100644 index 0000000..a9eddf9 --- /dev/null +++ b/bitsandbytes/utils.py @@ -0,0 +1,7 @@ +import sys + +def print_err(s: str) -> None: + print(s, file=sys.stderr) + +def warn_of_missing_prerequisite(s: str) -> None: + print_err('WARNING, missing pre-requisite: ' + s) |