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TheRock/rocm-libraries/projects/hipblaslt/tensilelite/Tensile/Toolchain/HelperKernelCache.py
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

181 lines
6.6 KiB
Python

################################################################################
#
# Copyright (C) 2025 Advanced Micro Devices, Inc. All rights reserved.
#
# Permission is hereby granted, free of charge, to any person obtaining a copy
# of this software and associated documentation files (the "Software"), to deal
# in the Software without restriction, including without limitation the rights
# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
# copies of the Software, and to permit persons to whom the Software is
# furnished to do so, subject to the following conditions:
#
# The above copyright notice and this permission notice shall be included in
# all copies or substantial portions of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
# SOFTWARE.
#
################################################################################
import hashlib
import os
import shutil
import time
from pathlib import Path
from ..Common import print1
_STATIC_HEADER_FILES = [
"KernelHeader.h",
"TensileTypes.h",
"tensile_bfloat16.h",
"tensile_float8_bfloat8.h",
"ReductionTemplate.h",
"memory_gfx.h",
]
def _computeCacheKey(kernelPath, includeDir, cmdlineArchs, compiler):
"""Compute SHA256 cache key from source contents + build metadata."""
h = hashlib.sha256()
h.update(Path(kernelPath).read_bytes())
h.update(Path(includeDir, "Kernels.h").read_bytes())
for name in _STATIC_HEADER_FILES:
h.update(Path(includeDir, name).read_bytes())
h.update(",".join(sorted(cmdlineArchs)).encode())
v = compiler.version
h.update(f"{v.major}.{v.minor}.{v.patch}".encode())
rv = compiler.rocm_version
h.update(f"{rv.major}.{rv.minor}.{rv.patch}".encode())
h.update(b"asan" if "-fsanitize=address" in compiler.default_args else b"no-asan")
return h.hexdigest()
def _checkCache(cacheDir, cacheKey):
"""Check if a valid cache entry exists. Returns list of .hsaco Paths or None.
Walks one level: cache entries are organized as <key>/<base-arch>/<*.hsaco>
to mirror the on-disk install layout. A flat <key>/<*.hsaco> entry from an
older cache version is treated as missing so it gets rewritten in the new
structure on the next store.
"""
entryDir = Path(cacheDir) / cacheKey
if not entryDir.is_dir():
return None
hsacoFiles = list(entryDir.glob("*/*.hsaco"))
if not hsacoFiles or any(f.stat().st_size == 0 for f in hsacoFiles):
return None
return hsacoFiles
def _populateCache(cacheDir, cacheKey, hsacoFiles):
"""Atomically populate a cache entry. Safe under concurrent writes.
hsacoFiles are full destination paths whose parent directory name is the
per-base arch subdir. The cache mirrors that structure as
<cacheDir>/<key>/<base-arch>/<name>.
"""
cacheDir = Path(cacheDir)
finalDir = cacheDir / cacheKey
if finalDir.exists():
return
tmpDir = cacheDir / f".tmp_{cacheKey}_{os.getpid()}"
tmpDir.mkdir(parents=True, exist_ok=True)
for f in hsacoFiles:
src = Path(f)
archSubdir = tmpDir / src.parent.name
archSubdir.mkdir(parents=True, exist_ok=True)
shutil.copy2(src, archSubdir / src.name)
try:
tmpDir.rename(finalDir)
except OSError:
shutil.rmtree(tmpDir, ignore_errors=True)
def _evictStale(cacheDir, maxAgeDays):
"""Remove cache entries whose directories are older than maxAgeDays."""
cacheDir = Path(cacheDir)
if not cacheDir.is_dir():
return
maxAgeSecs = maxAgeDays * 24 * 60 * 60
now = time.time()
for entry in cacheDir.iterdir():
if not entry.is_dir() or entry.name.startswith(".tmp_"):
continue
try:
age = now - entry.stat().st_mtime
if age > maxAgeSecs:
shutil.rmtree(entry, ignore_errors=True)
except OSError:
pass
class HelperKernelCache:
"""Filesystem cache for compiled helper kernel .hsaco files.
Construct a fresh instance per build call to pick up the current environment.
"""
_DEFAULT_DIR = Path.home() / ".tensile" / "helper_cache"
_MAX_AGE_DAYS = 30
def __init__(self):
disabled = os.environ.get("TENSILE_DISABLE_HELPER_CACHE", "").upper() \
in ("1", "YES", "ON", "TRUE")
self.enabled = not disabled
self.dir = Path(os.environ.get("TENSILE_HELPER_CACHE_DIR",
str(self._DEFAULT_DIR)))
self._cacheKey = None
_evictStale(self.dir, self._MAX_AGE_DAYS)
def restore(self, kernelPath, includeDir, cmdlineArchs, compiler, destRoot):
"""Try to restore cached .hsaco files into per-base subdirs under destRoot.
Cache entries are organized as <key>/<base-arch>/<*.hsaco>; restore copies
each file to <destRoot>/<base-arch>/<name>, recreating subdirs as needed.
Returns (hit: bool, coPaths: List[str]).
On hit, coPaths contains the copied file paths. On miss, coPaths is empty.
No-op (returns False, []) if cache is disabled.
"""
if not self.enabled:
return False, []
self._cacheKey = _computeCacheKey(kernelPath, includeDir, cmdlineArchs, compiler)
cachedFiles = _checkCache(self.dir, self._cacheKey)
if cachedFiles:
coPaths = []
try:
os.utime(Path(self.dir) / self._cacheKey)
for f in cachedFiles:
archSubdir = Path(destRoot) / f.parent.name
archSubdir.mkdir(parents=True, exist_ok=True)
dst = archSubdir / f.name
shutil.copy2(f, dst)
coPaths.append(str(dst))
return True, coPaths
except OSError:
for p in coPaths:
Path(p).unlink(missing_ok=True)
# fall through to cache miss
print1(f"# Helper kernel cache MISS ({self._cacheKey[:12]}...)")
return False, []
def store(self, coPaths):
"""Populate cache after a successful build. No-op if disabled or no key."""
if not self.enabled or not self._cacheKey:
return
self.dir.mkdir(parents=True, exist_ok=True)
_populateCache(self.dir, self._cacheKey, [Path(p) for p in coPaths])