| ============================================== |
| LLVM Atomic Instructions and Concurrency Guide |
| ============================================== |
| |
| .. contents:: |
| :local: |
| |
| Introduction |
| ============ |
| |
| Historically, LLVM has not had very strong support for concurrency; some minimal |
| intrinsics were provided, and ``volatile`` was used in some cases to achieve |
| rough semantics in the presence of concurrency. However, this is changing; |
| there are now new instructions which are well-defined in the presence of threads |
| and asynchronous signals, and the model for existing instructions has been |
| clarified in the IR. |
| |
| The atomic instructions are designed specifically to provide readable IR and |
| optimized code generation for the following: |
| |
| * The new C++0x ``<atomic>`` header. (`C++0x draft available here |
| <http://www.open-std.org/jtc1/sc22/wg21/>`_.) (`C1x draft available here |
| <http://www.open-std.org/jtc1/sc22/wg14/>`_.) |
| |
| * Proper semantics for Java-style memory, for both ``volatile`` and regular |
| shared variables. (`Java Specification |
| <http://java.sun.com/docs/books/jls/third_edition/html/memory.html>`_) |
| |
| * gcc-compatible ``__sync_*`` builtins. (`Description |
| <http://gcc.gnu.org/onlinedocs/gcc/Atomic-Builtins.html>`_) |
| |
| * Other scenarios with atomic semantics, including ``static`` variables with |
| non-trivial constructors in C++. |
| |
| Atomic and volatile in the IR are orthogonal; "volatile" is the C/C++ volatile, |
| which ensures that every volatile load and store happens and is performed in the |
| stated order. A couple examples: if a SequentiallyConsistent store is |
| immediately followed by another SequentiallyConsistent store to the same |
| address, the first store can be erased. This transformation is not allowed for a |
| pair of volatile stores. On the other hand, a non-volatile non-atomic load can |
| be moved across a volatile load freely, but not an Acquire load. |
| |
| This document is intended to provide a guide to anyone either writing a frontend |
| for LLVM or working on optimization passes for LLVM with a guide for how to deal |
| with instructions with special semantics in the presence of concurrency. This |
| is not intended to be a precise guide to the semantics; the details can get |
| extremely complicated and unreadable, and are not usually necessary. |
| |
| .. _Optimization outside atomic: |
| |
| Optimization outside atomic |
| =========================== |
| |
| The basic ``'load'`` and ``'store'`` allow a variety of optimizations, but can |
| lead to undefined results in a concurrent environment; see `NotAtomic`_. This |
| section specifically goes into the one optimizer restriction which applies in |
| concurrent environments, which gets a bit more of an extended description |
| because any optimization dealing with stores needs to be aware of it. |
| |
| From the optimizer's point of view, the rule is that if there are not any |
| instructions with atomic ordering involved, concurrency does not matter, with |
| one exception: if a variable might be visible to another thread or signal |
| handler, a store cannot be inserted along a path where it might not execute |
| otherwise. Take the following example: |
| |
| .. code-block:: c |
| |
| /* C code, for readability; run through clang -O2 -S -emit-llvm to get |
| equivalent IR */ |
| int x; |
| void f(int* a) { |
| for (int i = 0; i < 100; i++) { |
| if (a[i]) |
| x += 1; |
| } |
| } |
| |
| The following is equivalent in non-concurrent situations: |
| |
| .. code-block:: c |
| |
| int x; |
| void f(int* a) { |
| int xtemp = x; |
| for (int i = 0; i < 100; i++) { |
| if (a[i]) |
| xtemp += 1; |
| } |
| x = xtemp; |
| } |
| |
| However, LLVM is not allowed to transform the former to the latter: it could |
| indirectly introduce undefined behavior if another thread can access ``x`` at |
| the same time. (This example is particularly of interest because before the |
| concurrency model was implemented, LLVM would perform this transformation.) |
| |
| Note that speculative loads are allowed; a load which is part of a race returns |
| ``undef``, but does not have undefined behavior. |
| |
| Atomic instructions |
| =================== |
| |
| For cases where simple loads and stores are not sufficient, LLVM provides |
| various atomic instructions. The exact guarantees provided depend on the |
| ordering; see `Atomic orderings`_. |
| |
| ``load atomic`` and ``store atomic`` provide the same basic functionality as |
| non-atomic loads and stores, but provide additional guarantees in situations |
| where threads and signals are involved. |
| |
| ``cmpxchg`` and ``atomicrmw`` are essentially like an atomic load followed by an |
| atomic store (where the store is conditional for ``cmpxchg``), but no other |
| memory operation can happen on any thread between the load and store. Note that |
| LLVM's cmpxchg does not provide quite as many options as the C++0x version. |
| |
| A ``fence`` provides Acquire and/or Release ordering which is not part of |
| another operation; it is normally used along with Monotonic memory operations. |
| A Monotonic load followed by an Acquire fence is roughly equivalent to an |
| Acquire load. |
| |
| Frontends generating atomic instructions generally need to be aware of the |
| target to some degree; atomic instructions are guaranteed to be lock-free, and |
| therefore an instruction which is wider than the target natively supports can be |
| impossible to generate. |
| |
| .. _Atomic orderings: |
| |
| Atomic orderings |
| ================ |
| |
| In order to achieve a balance between performance and necessary guarantees, |
| there are six levels of atomicity. They are listed in order of strength; each |
| level includes all the guarantees of the previous level except for |
| Acquire/Release. (See also `LangRef Ordering <LangRef.html#ordering>`_.) |
| |
| .. _NotAtomic: |
| |
| NotAtomic |
| --------- |
| |
| NotAtomic is the obvious, a load or store which is not atomic. (This isn't |
| really a level of atomicity, but is listed here for comparison.) This is |
| essentially a regular load or store. If there is a race on a given memory |
| location, loads from that location return undef. |
| |
| Relevant standard |
| This is intended to match shared variables in C/C++, and to be used in any |
| other context where memory access is necessary, and a race is impossible. (The |
| precise definition is in `LangRef Memory Model <LangRef.html#memmodel>`_.) |
| |
| Notes for frontends |
| The rule is essentially that all memory accessed with basic loads and stores |
| by multiple threads should be protected by a lock or other synchronization; |
| otherwise, you are likely to run into undefined behavior. If your frontend is |
| for a "safe" language like Java, use Unordered to load and store any shared |
| variable. Note that NotAtomic volatile loads and stores are not properly |
| atomic; do not try to use them as a substitute. (Per the C/C++ standards, |
| volatile does provide some limited guarantees around asynchronous signals, but |
| atomics are generally a better solution.) |
| |
| Notes for optimizers |
| Introducing loads to shared variables along a codepath where they would not |
| otherwise exist is allowed; introducing stores to shared variables is not. See |
| `Optimization outside atomic`_. |
| |
| Notes for code generation |
| The one interesting restriction here is that it is not allowed to write to |
| bytes outside of the bytes relevant to a store. This is mostly relevant to |
| unaligned stores: it is not allowed in general to convert an unaligned store |
| into two aligned stores of the same width as the unaligned store. Backends are |
| also expected to generate an i8 store as an i8 store, and not an instruction |
| which writes to surrounding bytes. (If you are writing a backend for an |
| architecture which cannot satisfy these restrictions and cares about |
| concurrency, please send an email to llvmdev.) |
| |
| Unordered |
| --------- |
| |
| Unordered is the lowest level of atomicity. It essentially guarantees that races |
| produce somewhat sane results instead of having undefined behavior. It also |
| guarantees the operation to be lock-free, so it do not depend on the data being |
| part of a special atomic structure or depend on a separate per-process global |
| lock. Note that code generation will fail for unsupported atomic operations; if |
| you need such an operation, use explicit locking. |
| |
| Relevant standard |
| This is intended to match the Java memory model for shared variables. |
| |
| Notes for frontends |
| This cannot be used for synchronization, but is useful for Java and other |
| "safe" languages which need to guarantee that the generated code never |
| exhibits undefined behavior. Note that this guarantee is cheap on common |
| platforms for loads of a native width, but can be expensive or unavailable for |
| wider loads, like a 64-bit store on ARM. (A frontend for Java or other "safe" |
| languages would normally split a 64-bit store on ARM into two 32-bit unordered |
| stores.) |
| |
| Notes for optimizers |
| In terms of the optimizer, this prohibits any transformation that transforms a |
| single load into multiple loads, transforms a store into multiple stores, |
| narrows a store, or stores a value which would not be stored otherwise. Some |
| examples of unsafe optimizations are narrowing an assignment into a bitfield, |
| rematerializing a load, and turning loads and stores into a memcpy |
| call. Reordering unordered operations is safe, though, and optimizers should |
| take advantage of that because unordered operations are common in languages |
| that need them. |
| |
| Notes for code generation |
| These operations are required to be atomic in the sense that if you use |
| unordered loads and unordered stores, a load cannot see a value which was |
| never stored. A normal load or store instruction is usually sufficient, but |
| note that an unordered load or store cannot be split into multiple |
| instructions (or an instruction which does multiple memory operations, like |
| ``LDRD`` on ARM without LPAE, or not naturally-aligned ``LDRD`` on LPAE ARM). |
| |
| Monotonic |
| --------- |
| |
| Monotonic is the weakest level of atomicity that can be used in synchronization |
| primitives, although it does not provide any general synchronization. It |
| essentially guarantees that if you take all the operations affecting a specific |
| address, a consistent ordering exists. |
| |
| Relevant standard |
| This corresponds to the C++0x/C1x ``memory_order_relaxed``; see those |
| standards for the exact definition. |
| |
| Notes for frontends |
| If you are writing a frontend which uses this directly, use with caution. The |
| guarantees in terms of synchronization are very weak, so make sure these are |
| only used in a pattern which you know is correct. Generally, these would |
| either be used for atomic operations which do not protect other memory (like |
| an atomic counter), or along with a ``fence``. |
| |
| Notes for optimizers |
| In terms of the optimizer, this can be treated as a read+write on the relevant |
| memory location (and alias analysis will take advantage of that). In addition, |
| it is legal to reorder non-atomic and Unordered loads around Monotonic |
| loads. CSE/DSE and a few other optimizations are allowed, but Monotonic |
| operations are unlikely to be used in ways which would make those |
| optimizations useful. |
| |
| Notes for code generation |
| Code generation is essentially the same as that for unordered for loads and |
| stores. No fences are required. ``cmpxchg`` and ``atomicrmw`` are required |
| to appear as a single operation. |
| |
| Acquire |
| ------- |
| |
| Acquire provides a barrier of the sort necessary to acquire a lock to access |
| other memory with normal loads and stores. |
| |
| Relevant standard |
| This corresponds to the C++0x/C1x ``memory_order_acquire``. It should also be |
| used for C++0x/C1x ``memory_order_consume``. |
| |
| Notes for frontends |
| If you are writing a frontend which uses this directly, use with caution. |
| Acquire only provides a semantic guarantee when paired with a Release |
| operation. |
| |
| Notes for optimizers |
| Optimizers not aware of atomics can treat this like a nothrow call. It is |
| also possible to move stores from before an Acquire load or read-modify-write |
| operation to after it, and move non-Acquire loads from before an Acquire |
| operation to after it. |
| |
| Notes for code generation |
| Architectures with weak memory ordering (essentially everything relevant today |
| except x86 and SPARC) require some sort of fence to maintain the Acquire |
| semantics. The precise fences required varies widely by architecture, but for |
| a simple implementation, most architectures provide a barrier which is strong |
| enough for everything (``dmb`` on ARM, ``sync`` on PowerPC, etc.). Putting |
| such a fence after the equivalent Monotonic operation is sufficient to |
| maintain Acquire semantics for a memory operation. |
| |
| Release |
| ------- |
| |
| Release is similar to Acquire, but with a barrier of the sort necessary to |
| release a lock. |
| |
| Relevant standard |
| This corresponds to the C++0x/C1x ``memory_order_release``. |
| |
| Notes for frontends |
| If you are writing a frontend which uses this directly, use with caution. |
| Release only provides a semantic guarantee when paired with a Acquire |
| operation. |
| |
| Notes for optimizers |
| Optimizers not aware of atomics can treat this like a nothrow call. It is |
| also possible to move loads from after a Release store or read-modify-write |
| operation to before it, and move non-Release stores from after an Release |
| operation to before it. |
| |
| Notes for code generation |
| See the section on Acquire; a fence before the relevant operation is usually |
| sufficient for Release. Note that a store-store fence is not sufficient to |
| implement Release semantics; store-store fences are generally not exposed to |
| IR because they are extremely difficult to use correctly. |
| |
| AcquireRelease |
| -------------- |
| |
| AcquireRelease (``acq_rel`` in IR) provides both an Acquire and a Release |
| barrier (for fences and operations which both read and write memory). |
| |
| Relevant standard |
| This corresponds to the C++0x/C1x ``memory_order_acq_rel``. |
| |
| Notes for frontends |
| If you are writing a frontend which uses this directly, use with caution. |
| Acquire only provides a semantic guarantee when paired with a Release |
| operation, and vice versa. |
| |
| Notes for optimizers |
| In general, optimizers should treat this like a nothrow call; the possible |
| optimizations are usually not interesting. |
| |
| Notes for code generation |
| This operation has Acquire and Release semantics; see the sections on Acquire |
| and Release. |
| |
| SequentiallyConsistent |
| ---------------------- |
| |
| SequentiallyConsistent (``seq_cst`` in IR) provides Acquire semantics for loads |
| and Release semantics for stores. Additionally, it guarantees that a total |
| ordering exists between all SequentiallyConsistent operations. |
| |
| Relevant standard |
| This corresponds to the C++0x/C1x ``memory_order_seq_cst``, Java volatile, and |
| the gcc-compatible ``__sync_*`` builtins which do not specify otherwise. |
| |
| Notes for frontends |
| If a frontend is exposing atomic operations, these are much easier to reason |
| about for the programmer than other kinds of operations, and using them is |
| generally a practical performance tradeoff. |
| |
| Notes for optimizers |
| Optimizers not aware of atomics can treat this like a nothrow call. For |
| SequentiallyConsistent loads and stores, the same reorderings are allowed as |
| for Acquire loads and Release stores, except that SequentiallyConsistent |
| operations may not be reordered. |
| |
| Notes for code generation |
| SequentiallyConsistent loads minimally require the same barriers as Acquire |
| operations and SequentiallyConsistent stores require Release |
| barriers. Additionally, the code generator must enforce ordering between |
| SequentiallyConsistent stores followed by SequentiallyConsistent loads. This |
| is usually done by emitting either a full fence before the loads or a full |
| fence after the stores; which is preferred varies by architecture. |
| |
| Atomics and IR optimization |
| =========================== |
| |
| Predicates for optimizer writers to query: |
| |
| * ``isSimple()``: A load or store which is not volatile or atomic. This is |
| what, for example, memcpyopt would check for operations it might transform. |
| |
| * ``isUnordered()``: A load or store which is not volatile and at most |
| Unordered. This would be checked, for example, by LICM before hoisting an |
| operation. |
| |
| * ``mayReadFromMemory()``/``mayWriteToMemory()``: Existing predicate, but note |
| that they return true for any operation which is volatile or at least |
| Monotonic. |
| |
| * Alias analysis: Note that AA will return ModRef for anything Acquire or |
| Release, and for the address accessed by any Monotonic operation. |
| |
| To support optimizing around atomic operations, make sure you are using the |
| right predicates; everything should work if that is done. If your pass should |
| optimize some atomic operations (Unordered operations in particular), make sure |
| it doesn't replace an atomic load or store with a non-atomic operation. |
| |
| Some examples of how optimizations interact with various kinds of atomic |
| operations: |
| |
| * ``memcpyopt``: An atomic operation cannot be optimized into part of a |
| memcpy/memset, including unordered loads/stores. It can pull operations |
| across some atomic operations. |
| |
| * LICM: Unordered loads/stores can be moved out of a loop. It just treats |
| monotonic operations like a read+write to a memory location, and anything |
| stricter than that like a nothrow call. |
| |
| * DSE: Unordered stores can be DSE'ed like normal stores. Monotonic stores can |
| be DSE'ed in some cases, but it's tricky to reason about, and not especially |
| important. |
| |
| * Folding a load: Any atomic load from a constant global can be constant-folded, |
| because it cannot be observed. Similar reasoning allows scalarrepl with |
| atomic loads and stores. |
| |
| Atomics and Codegen |
| =================== |
| |
| Atomic operations are represented in the SelectionDAG with ``ATOMIC_*`` opcodes. |
| On architectures which use barrier instructions for all atomic ordering (like |
| ARM), appropriate fences are split out as the DAG is built. |
| |
| The MachineMemOperand for all atomic operations is currently marked as volatile; |
| this is not correct in the IR sense of volatile, but CodeGen handles anything |
| marked volatile very conservatively. This should get fixed at some point. |
| |
| Common architectures have some way of representing at least a pointer-sized |
| lock-free ``cmpxchg``; such an operation can be used to implement all the other |
| atomic operations which can be represented in IR up to that size. Backends are |
| expected to implement all those operations, but not operations which cannot be |
| implemented in a lock-free manner. It is expected that backends will give an |
| error when given an operation which cannot be implemented. (The LLVM code |
| generator is not very helpful here at the moment, but hopefully that will |
| change.) |
| |
| The implementation of atomics on LL/SC architectures (like ARM) is currently a |
| bit of a mess; there is a lot of copy-pasted code across targets, and the |
| representation is relatively unsuited to optimization (it would be nice to be |
| able to optimize loops involving cmpxchg etc.). |
| |
| On x86, all atomic loads generate a ``MOV``. SequentiallyConsistent stores |
| generate an ``XCHG``, other stores generate a ``MOV``. SequentiallyConsistent |
| fences generate an ``MFENCE``, other fences do not cause any code to be |
| generated. cmpxchg uses the ``LOCK CMPXCHG`` instruction. ``atomicrmw xchg`` |
| uses ``XCHG``, ``atomicrmw add`` and ``atomicrmw sub`` use ``XADD``, and all |
| other ``atomicrmw`` operations generate a loop with ``LOCK CMPXCHG``. Depending |
| on the users of the result, some ``atomicrmw`` operations can be translated into |
| operations like ``LOCK AND``, but that does not work in general. |
| |
| On ARM, MIPS, and many other RISC architectures, Acquire, Release, and |
| SequentiallyConsistent semantics require barrier instructions for every such |
| operation. Loads and stores generate normal instructions. ``cmpxchg`` and |
| ``atomicrmw`` can be represented using a loop with LL/SC-style instructions |
| which take some sort of exclusive lock on a cache line (``LDREX`` and ``STREX`` |
| on ARM, etc.). At the moment, the IR does not provide any way to represent a |
| weak ``cmpxchg`` which would not require a loop. |