COMET adds explicit collective-communication costs to compound-operation dataflow modeling, and reports simulated fused dataflow speedups of 1.42x, 3.46x, and 1.82x over unfused baselines.
Tandem processor: Grappling with emerging operators in neural networks,
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COMET: A Framework for Modeling Compound Operation Dataflows with Explicit Collectives
COMET adds explicit collective-communication costs to compound-operation dataflow modeling, and reports simulated fused dataflow speedups of 1.42x, 3.46x, and 1.82x over unfused baselines.