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Conceptloop-carried dependency

Loop-Carried Dependency

A performance bottleneck phenomenon in high-performance computing where the computation of one loop iteration depends on values produced by a previous iteration, preventing the processor from exploiting instruction-level parallelism and creating a serial dependency chain that limits execution efficiency.

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Sep 16

Loop-carried dependency refers to the situation in a loop where the computation of one iteration depends on values produced by the previous or earlier iterations.

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Sep 16

For scenarios with loop-carried dependencies, the critical path can be broken by maintaining multiple independent accumulators or computation streams, thereby hiding instruction latency and restoring throughput.

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