CSC/ECE 506 Spring 2010/10 DJ: Difference between revisions
No edit summary |
No edit summary |
||
| Line 46: | Line 46: | ||
Still, the compiler cannot re order memory accesses when compiling the program. Welcome relaxed memory consistency models. | Still, the compiler cannot re order memory accesses when compiling the program. Welcome relaxed memory consistency models. | ||
=='''Relaxed consistency models | =='''Relaxed consistency models <sup>[3]</sup>'''== | ||
Relaxed memory consistency models can be categorized based on three key characteristics: (1) how they relax the program order requirement, i.e.: whether they relax the order from a write to a following read, between two writes, and finally from a read to a following read or write and (2) how they relax the write atomicity requirement, i.e: whether they allow a read to return the value of another processor’s write before the write is made visible to all other processors.(3) A relaxation to both program order and write atomicity, where a processor is allowed to read the value of its own previous write before the write is made visible to other processors. In a cache-based system, this relaxation allows the read to return the value of the write before the write is serialized with respect to other writes to the same location and before the invalidations/updates of the write reach any other processor. | Relaxed memory consistency models can be categorized based on three key characteristics: (1) how they relax the program order requirement, i.e.: whether they relax the order from a write to a following read, between two writes, and finally from a read to a following read or write and (2) how they relax the write atomicity requirement, i.e: whether they allow a read to return the value of another processor’s write before the write is made visible to all other processors.(3) A relaxation to both program order and write atomicity, where a processor is allowed to read the value of its own previous write before the write is made visible to other processors. In a cache-based system, this relaxation allows the read to return the value of the write before the write is serialized with respect to other writes to the same location and before the invalidations/updates of the write reach any other processor. | ||
Revision as of 02:00, 12 April 2010
Memory consistency models
The interface[1] for memory in a shared memory multiprocessor is called a memory consistency model. The memory consistency model of a shared-memory multiprocessor provides a formal specification[3] of how the memory system will appear to the programmer, eliminating the gap between the behavior expected by the programmer and the actual behavior supported by a system.
Sequential Consistency
Lamport[1] defined a multiprocessor to be Sequentially consistent [SC] if:
the result of any execution is the same as if the operations of all the processors were executed in some sequential order and the operations of each individual processor appear in this sequence in the order specified by the program.
The main advantage of selecting SC as the interface to shared memory hardware is that it is programmer’s intuition. SC permits coherence caching, prefetching and multithreading and yet keeps the software simple. In particular, SC enables middleware authors to use the same target as a multiprogrammed uniprocessor. Thus, SC should be a preferable choice for hardware architects.
Limitations:
Under SC, 1a -> 1b and 2a -> 2b. [2] So, in the above example A= 0 and B=0 never possible under SC.
1. A processor [3] must ensure that its previous memory operation is complete before proceeding with its next memory operation in program order. This requirement is called the program order requirement.
2. Determining [3] the completion of a write requires an explicit acknowledgement message from memory. Additionally, in a cache-based system, a write must generate invalidate or update messages for all cached copies.
3, SC makes it hard to use write buffers [1],because write buffers cause operations to be presented to the cache coherence protocol out of program order.
4. Some processors are precluded from overlapping multiple reads and writes in the memory system. This restriction is crippling in systems without caches.
5. Out of order execution [4] and instruction level parallelism can’t be used under SC.
6. Bypassing [4] a store to a younger load value is not allowed under SC since it violates atomicity.
7. Also, non blocking caches are not allowed.
8. For compilers [3], an analog of the program order requirement applies to straightforward implementations.
Intuition behind relaxed memory-consistency models
After observing the limitations of SC, we conclude that the performance suffers greatly. The key idea will be to make execution of memory accesses faster and allow overlapping.
One possible solution is prefetching [4] When the older (previous) load/store is completed the load which has already issued a prefetch can access the cache and complete sooner because of cache hit. Also, when a store’s address is generated, a prefetch exclusive can be issued even though there are older pending load/stores. When these older loads/stores complete, the store can access the cache and complete without going to the bus.
After a block is been prefetched into the cache, it can be invalidated or after a block is prefetched in exclusive state, another processor may read, downgrading state to shared.
So, prefetches are useless because the load will suffer a cache miss and store with still need to go the bus. They also incur unnecessary traffic. hence, it is not a perfect solution.
Next possible solution is speculation[4] With speculation, a younger (later) load is allowed to access the cache, but marked as speculative. If, by the time the first load completes and the block read by the second load has not been invalidated or naturally evicted, then the value obtained by the second load would be same, if it had to wait for the first load to be executed atomically. So, speculation is successful, if it fails, cancel the younger load and re execute it. Also, a younger load can be speculative to an older pending store.
However, applying it to store is harder since it cannot be cancelled easily.
Both these techniques have been used in MIPS R10000 and Intel Pentium architecture.
Still, the compiler cannot re order memory accesses when compiling the program. Welcome relaxed memory consistency models.
Relaxed consistency models [3]
Relaxed memory consistency models can be categorized based on three key characteristics: (1) how they relax the program order requirement, i.e.: whether they relax the order from a write to a following read, between two writes, and finally from a read to a following read or write and (2) how they relax the write atomicity requirement, i.e: whether they allow a read to return the value of another processor’s write before the write is made visible to all other processors.(3) A relaxation to both program order and write atomicity, where a processor is allowed to read the value of its own previous write before the write is made visible to other processors. In a cache-based system, this relaxation allows the read to return the value of the write before the write is serialized with respect to other writes to the same location and before the invalidations/updates of the write reach any other processor.
| Relaxation | W-> R order | W -> W order | R -> RW order | Read Others Write Early Order | Read Own Write Early Order | Safety net |
| SC | Y | |||||
| IBM 370 | Y | serialization instructions | ||||
| Total Store Ordering | Y | Y | RMW | |||
| PC | Y | Y | Y | RMW | ||
| PSO | Y | Y | Y | RMW, STBAR | ||
| WO | Y | Y | Y | Y | synchronization | |
| RCsc | Y | Y | Y | Y | release, acquire, nsync, RMW | |
| RCpc | Y | Y | Y | Y | Y | release, acquire, nsync, RMW |
| Alpha | Y | Y | Y | Y | MB, WMB | |
| RMO | Y | Y | Y | Y | MEMBARs | |
| PowerPC | Y | Y | Y | Y | Y | Sync |
Y: corresponding relaxation is allowed by straightforward implementations of the corresponding model & can be detected by the programmer
| Relaxation | Commercial Systems Providing the Relaxation |
| W -> R Order | AlphaServer 8200/8400, Cray T3D, Sequent Balance, SparcCenter1000/2000 |
| W -> W Order | AlphaServer 8200/8400, Cray T3D |
| R -> RW Order | AlphaServer 8200/8400, Cray T3D |
| Read Others’ Write Early | Cray T3D |
| Read Own Write Early | AlphaServer 8200/8400, Cray T3D, SparcCenter1000/2000 |
==Relaxing the Write to Read Program Order== [3]
Here, the program orders are relaxed for a write followed by a read to a different location. These models include the IBM370model, the SPARC V8 TSO and the processor consistency model (PC) .These models allow a read to be reordered with respect to previous writes from the same processor.