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