vllm/vllm/triton_utils/custom_cache_manager.py
Russell Bryant e489ad7a21
[Misc] Add SPDX-License-Identifier headers to python source files (#12628)
- **Add SPDX license headers to python source files**
- **Check for SPDX headers using pre-commit**

commit 9d7ef44c3cfb72ca4c32e1c677d99259d10d4745
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:18:24 2025 -0500

    Add SPDX license headers to python source files
    
This commit adds SPDX license headers to python source files as
recommended to
the project by the Linux Foundation. These headers provide a concise way
that is
both human and machine readable for communicating license information
for each
source file. It helps avoid any ambiguity about the license of the code
and can
    also be easily used by tools to help manage license compliance.
    
The Linux Foundation runs license scans against the codebase to help
ensure
    we are in compliance with the licenses of the code we use, including
dependencies. Having these headers in place helps that tool do its job.
    
    More information can be found on the SPDX site:
    
    - https://spdx.dev/learn/handling-license-info/
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

commit 5a1cf1cb3b80759131c73f6a9dddebccac039dea
Author: Russell Bryant <rbryant@redhat.com>
Date:   Fri Jan 31 14:36:32 2025 -0500

    Check for SPDX headers using pre-commit
    
    Signed-off-by: Russell Bryant <rbryant@redhat.com>

---------

Signed-off-by: Russell Bryant <rbryant@redhat.com>
2025-02-02 11:58:18 -08:00

56 lines
2.2 KiB
Python

# SPDX-License-Identifier: Apache-2.0
import os
from triton.runtime.cache import (FileCacheManager, default_cache_dir,
default_dump_dir, default_override_dir)
from vllm.logger import init_logger
logger = init_logger(__name__)
def maybe_set_triton_cache_manager() -> None:
"""Set environment variable to tell Triton to use a
custom cache manager"""
cache_manger = os.environ.get("TRITON_CACHE_MANAGER", None)
if cache_manger is None:
manager = "vllm.triton_utils.custom_cache_manager:CustomCacheManager"
logger.info("Setting Triton cache manager to: %s", manager)
os.environ["TRITON_CACHE_MANAGER"] = manager
class CustomCacheManager(FileCacheManager):
"""Re-implements Triton's cache manager, ensuring that a
unique cache directory is created for each process. This is
needed to avoid collisions when running with tp>1 and
using multi-processing as the distributed backend.
Note this issue was fixed by triton-lang/triton/pull/4295,
but the fix is not yet included in triton==v3.0.0. However,
it should be included in the subsequent version.
"""
def __init__(self, key, override=False, dump=False):
self.key = key
self.lock_path = None
if dump:
self.cache_dir = default_dump_dir()
self.cache_dir = os.path.join(self.cache_dir, self.key)
self.lock_path = os.path.join(self.cache_dir, "lock")
os.makedirs(self.cache_dir, exist_ok=True)
elif override:
self.cache_dir = default_override_dir()
self.cache_dir = os.path.join(self.cache_dir, self.key)
else:
# create cache directory if it doesn't exist
self.cache_dir = os.getenv("TRITON_CACHE_DIR",
"").strip() or default_cache_dir()
if self.cache_dir:
self.cache_dir = f"{self.cache_dir}_{os.getpid()}"
self.cache_dir = os.path.join(self.cache_dir, self.key)
self.lock_path = os.path.join(self.cache_dir, "lock")
os.makedirs(self.cache_dir, exist_ok=True)
else:
raise RuntimeError("Could not create or locate cache dir")