Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

[mlir] Optimize ThreadLocalCache by removing atomic bottleneck (attempt #3) #93315

Merged
merged 1 commit into from
Jun 21, 2024
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
98 changes: 76 additions & 22 deletions mlir/include/mlir/Support/ThreadLocalCache.h
Original file line number Diff line number Diff line change
Expand Up @@ -25,28 +25,80 @@ namespace mlir {
/// cache has very large lock contention.
template <typename ValueT>
class ThreadLocalCache {
struct PerInstanceState;

/// The "observer" is owned by a thread-local cache instance. It is
/// constructed the first time a `ThreadLocalCache` instance is accessed by a
/// thread, unless `perInstanceState` happens to get re-allocated to the same
/// address as a previous one. A `thread_local` instance of this class is
/// destructed when the thread in which it lives is destroyed.
///
/// This class is called the "observer" because while values cached in
/// thread-local caches are owned by `PerInstanceState`, a reference is stored
/// via this class in the TLC. With a double pointer, it knows when the
/// referenced value has been destroyed.
struct Observer {
/// This is the double pointer, explicitly allocated because we need to keep
/// the address stable if the TLC map re-allocates. It is owned by the
/// observer and shared with the value owner.
std::shared_ptr<ValueT *> ptr = std::make_shared<ValueT *>(nullptr);
/// Because the `Owner` instance that lives inside `PerInstanceState`
/// contains a reference to the double pointer, and likewise this class
/// contains a reference to the value, we need to synchronize destruction of
/// the TLC and the `PerInstanceState` to avoid racing. This weak pointer is
/// acquired during TLC destruction if the `PerInstanceState` hasn't entered
/// its destructor yet, and prevents it from happening.
std::weak_ptr<PerInstanceState> keepalive;
};

/// This struct owns the cache entries. It contains a reference back to the
/// reference inside the cache so that it can be written to null to indicate
/// that the cache entry is invalidated. It needs to do this because
/// `perInstanceState` could get re-allocated to the same pointer and we don't
/// remove entries from the TLC when it is deallocated. Thus, we have to reset
/// the TLC entries to a starting state in case the `ThreadLocalCache` lives
/// shorter than the threads.
struct Owner {
/// Save a pointer to the reference and write it to the newly created entry.
Owner(Observer &observer)
: value(std::make_unique<ValueT>()), ptrRef(observer.ptr) {
*observer.ptr = value.get();
}
~Owner() {
if (std::shared_ptr<ValueT *> ptr = ptrRef.lock())
*ptr = nullptr;
}

Owner(Owner &&) = default;
Owner &operator=(Owner &&) = default;

std::unique_ptr<ValueT> value;
std::weak_ptr<ValueT *> ptrRef;
};

// Keep a separate shared_ptr protected state that can be acquired atomically
// instead of using shared_ptr's for each value. This avoids a problem
// where the instance shared_ptr is locked() successfully, and then the
// ThreadLocalCache gets destroyed before remove() can be called successfully.
struct PerInstanceState {
/// Remove the given value entry. This is generally called when a thread
/// local cache is destructing.
/// Remove the given value entry. This is called when a thread local cache
/// is destructing but still contains references to values owned by the
/// `PerInstanceState`. Removal is required because it prevents writeback to
/// a pointer that was deallocated.
void remove(ValueT *value) {
// Erase the found value directly, because it is guaranteed to be in the
// list.
llvm::sys::SmartScopedLock<true> threadInstanceLock(instanceMutex);
auto it =
llvm::find_if(instances, [&](std::unique_ptr<ValueT> &instance) {
return instance.get() == value;
});
auto it = llvm::find_if(instances, [&](Owner &instance) {
return instance.value.get() == value;
});
assert(it != instances.end() && "expected value to exist in cache");
instances.erase(it);
}

/// Owning pointers to all of the values that have been constructed for this
/// object in the static cache.
SmallVector<std::unique_ptr<ValueT>, 1> instances;
SmallVector<Owner, 1> instances;

/// A mutex used when a new thread instance has been added to the cache for
/// this object.
Expand All @@ -57,21 +109,22 @@ class ThreadLocalCache {
/// instance of the non-static cache and a weak reference to an instance of
/// ValueT. We use a weak reference here so that the object can be destroyed
/// without needing to lock access to the cache itself.
struct CacheType
: public llvm::SmallDenseMap<PerInstanceState *, std::weak_ptr<ValueT>> {
struct CacheType : public llvm::SmallDenseMap<PerInstanceState *, Observer> {
~CacheType() {
// Remove the values of this cache that haven't already expired.
for (auto &it : *this)
if (std::shared_ptr<ValueT> value = it.second.lock())
it.first->remove(value.get());
// Remove the values of this cache that haven't already expired. This is
// required because if we don't remove them, they will contain a reference
// back to the data here that is being destroyed.
for (auto &[instance, observer] : *this)
if (std::shared_ptr<PerInstanceState> state = observer.keepalive.lock())
state->remove(*observer.ptr);
}

/// Clear out any unused entries within the map. This method is not
/// thread-safe, and should only be called by the same thread as the cache.
void clearExpiredEntries() {
for (auto it = this->begin(), e = this->end(); it != e;) {
auto curIt = it++;
if (curIt->second.expired())
if (!*curIt->second.ptr)
this->erase(curIt);
}
}
Expand All @@ -88,22 +141,23 @@ class ThreadLocalCache {
ValueT &get() {
// Check for an already existing instance for this thread.
CacheType &staticCache = getStaticCache();
std::weak_ptr<ValueT> &threadInstance = staticCache[perInstanceState.get()];
if (std::shared_ptr<ValueT> value = threadInstance.lock())
Observer &threadInstance = staticCache[perInstanceState.get()];
if (ValueT *value = *threadInstance.ptr)
return *value;

// Otherwise, create a new instance for this thread.
llvm::sys::SmartScopedLock<true> threadInstanceLock(
perInstanceState->instanceMutex);
perInstanceState->instances.push_back(std::make_unique<ValueT>());
ValueT *instance = perInstanceState->instances.back().get();
threadInstance = std::shared_ptr<ValueT>(perInstanceState, instance);
{
llvm::sys::SmartScopedLock<true> threadInstanceLock(
perInstanceState->instanceMutex);
perInstanceState->instances.emplace_back(threadInstance);
}
threadInstance.keepalive = perInstanceState;

// Before returning the new instance, take the chance to clear out any used
// entries in the static map. The cache is only cleared within the same
// thread to remove the need to lock the cache itself.
staticCache.clearExpiredEntries();
return *instance;
return **threadInstance.ptr;
}
ValueT &operator*() { return get(); }
ValueT *operator->() { return &get(); }
Expand Down
Loading