[Diffusion] Register HWR mmap for direct DLO H2D (#6591)

Signed-off-by: Hongsheng Liu <liuhongsheng4@huawei.com>
Signed-off-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
Co-authored-by: hsliuustc0106 <hsliuustc0106@users.noreply.github.com>
This commit is contained in:
Hongsheng Liuandhsliuustc0106 authored and GitHub committed 2026-08-25 23:30:11 +08:00
1 parent 5a8b81ebeb
commit c608910d20
28 files changed
+1869 -153

No files matched your search

@@ -6,6 +6,8 @@ from __future__ import annotations
import dataclasses
import gc
import json
import threading
from collections.abc import Sequence
from pathlib import Path
from types import SimpleNamespace
@@ -24,10 +26,12 @@ from vllm_omni.diffusion.model_loader.host_weights import (
FinalLayoutRequest,
FinalLayoutTensorRestorer,
ImplementationIdentity,
NodeSourceDigestCache,
PreparedWeightSource,
WeightSourceKind,
build_final_layout_identity,
)
from vllm_omni.diffusion.model_loader.host_weights import source_identity as source_identity_module
from vllm_omni.diffusion.model_loader.host_weights.contracts import (
FINAL_LAYOUT_TENSOR_RESTORER_SCHEMA,
FinalLayoutArtifactSpec,
@@ -380,6 +384,7 @@ def _identity(
*,
request: FinalLayoutRequest | None = None,
policy: FinalLayoutTensorPolicy = FINAL_LAYOUT_BF16_POLICY,
source_digest_cache: NodeSourceDigestCache | None = None,
) -> FinalLayoutIdentityContext:
transformer = model.get_submodule("transformer")
return build_final_layout_identity(
@@ -388,6 +393,7 @@ def _identity(
prepared_sources=(source,),
request=request or _request(),
policy=policy,
source_digest_cache=source_digest_cache,
)
@@ -564,6 +570,131 @@ def test_source_identity_resolves_longest_prefix_and_rejects_ties(tmp_path: Path
assert exc_info.value.code is FinalLayoutContractCode.SOURCE_COVERAGE_INVALID
def test_node_source_digest_cache_reuses_recovers_and_invalidates(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
model = _TinyPipeline()
source = _prepared_source(tmp_path)
cache_root = tmp_path / "store"
calls = 0
original_sha256 = source_identity_module._sha256_file
def counted_sha256(path: Path, state: object) -> str:
nonlocal calls
calls += 1
return original_sha256(path, state) # type: ignore[arg-type]
monkeypatch.setattr(source_identity_module, "_sha256_file", counted_sha256)
first = _identity(
model,
source,
source_digest_cache=NodeSourceDigestCache(cache_root, timeout_seconds=1.0),
)
second = _identity(
model,
source,
source_digest_cache=NodeSourceDigestCache(cache_root, timeout_seconds=1.0),
)
assert second.identity == first.identity
assert calls == 1
cache_entry = next((cache_root / "source-digests-v1" / "entries").glob("*.json"))
cache_entry.write_text("not-json", encoding="utf-8")
recovered = _identity(
model,
source,
source_digest_cache=NodeSourceDigestCache(cache_root, timeout_seconds=1.0),
)
assert recovered.identity == first.identity
assert calls == 2
cache_document = json.loads(cache_entry.read_text(encoding="utf-8"))
cache_document["content_id"] = f"sha256:{'0' * 64}"
cache_entry.write_text(json.dumps(cache_document), encoding="utf-8")
checksum_recovered = _identity(
model,
source,
source_digest_cache=NodeSourceDigestCache(cache_root, timeout_seconds=1.0),
)
assert checksum_recovered.identity == first.identity
assert calls == 3
source.weight_files[0].write_bytes(b"changed-canonical-source-with-a-new-size")
changed = _identity(
model,
source,
source_digest_cache=NodeSourceDigestCache(cache_root, timeout_seconds=1.0),
)
assert changed.identity != first.identity
assert calls == 4
def test_source_identity_hashes_checkpoint_shards_in_parallel(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
model = _TinyPipeline()
source = _prepared_source(tmp_path)
second_file = source.resolved_root / "model-00002.safetensors"
second_file.write_bytes(b"second-checkpoint-shard")
source = dataclasses.replace(source, weight_files=(*source.weight_files, second_file))
barrier = threading.Barrier(2)
thread_ids: set[int] = set()
thread_ids_lock = threading.Lock()
original_sha256 = source_identity_module._sha256_file
def synchronized_sha256(path: Path, state: object) -> str:
with thread_ids_lock:
thread_ids.add(threading.get_ident())
barrier.wait(timeout=5)
return original_sha256(path, state) # type: ignore[arg-type]
monkeypatch.setattr(source_identity_module, "_sha256_file", synchronized_sha256)
_identity(model, source)
assert len(thread_ids) == 2
def test_source_digest_cache_lock_timeout_falls_back_to_direct_hashing(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
model = _TinyPipeline()
source = _prepared_source(tmp_path)
cache = NodeSourceDigestCache(tmp_path / "store", timeout_seconds=0.01)
def unavailable_lock(*_args: object, **_kwargs: object) -> object:
raise source_identity_module.FileLockTimeoutError("busy")
monkeypatch.setattr(source_identity_module, "FileLock", unavailable_lock)
context = _identity(model, source, source_digest_cache=cache)
assert context.identity.source.revision.startswith("content-")
assert not tuple(cache.entries.glob("*.json"))
def test_source_digest_cache_directory_failure_falls_back_to_direct_hashing(
tmp_path: Path,
monkeypatch: pytest.MonkeyPatch,
) -> None:
model = _TinyPipeline()
source = _prepared_source(tmp_path)
original_mkdir = Path.mkdir
def failing_cache_mkdir(path: Path, *args: object, **kwargs: object) -> None:
if "source-digests-v1" in path.parts:
raise OSError("injected cache directory failure")
original_mkdir(path, *args, **kwargs) # type: ignore[arg-type]
monkeypatch.setattr(Path, "mkdir", failing_cache_mkdir)
cache = NodeSourceDigestCache(tmp_path / "store", timeout_seconds=0.01)
context = _identity(model, source, source_digest_cache=cache)
assert context.identity.source.revision.startswith("content-")
def test_local_hex_named_symlink_target_is_content_hashed_across_startups(tmp_path: Path) -> None:
model = _TinyPipeline()
source_root = tmp_path / "local-symlink-source"