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Decoupled Software Pipelining

Decoupled Software Pipelining. Fuyao Zhao Mark Hahnenberg. Problem. Automatically extract general thread -level parallelism from loop bodies. Other constraints: LLVM compiler framework No custom hardware support. Dependence Analysis.

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Decoupled Software Pipelining

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  1. Decoupled Software Pipelining Fuyao Zhao Mark Hahnenberg

  2. Problem • Automatically extract general thread-level parallelism from loop bodies. • Other constraints: • LLVM compiler framework • No custom hardware support

  3. Dependence Analysis • Analyze the dependences in the program and build a graph, find SCCs, coalesce into a DAG • Dependence types: • Data • True • Anti • Output • Control • Normal • Loop iteration

  4. Thread Partitioning and Code Splitting • Partition the DAG into separate threads • Copy instructions from the partition into separate, newly created functions • Initializethreads with new loop functions • Main thread waits for auxiliary threads to finish

  5. Synchronization Insertion • At points where dependences need to be communicated between threads • Insert a produce in the producer thread • Insert a consume in the consumer thread

  6. Runtime Support • Built an external library in C • Fixed-size thread-safe queues • Block on pop if queue is empty • Block on push if queue is full • Functions callable from LLVM (for produce and consume) Original program Compiled by LLVM DSWP optimized program Linked against simple_sync lib executable

  7. Results

  8. Future Work • More testing and benchmarks • Persist threads between loop bodies • Improved thread synchronization cost model

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