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cs.AR2024
Global Optimizations & Lightweight Dynamic Logic for Concurrency
Suchita Pati, Shaizeen Aga, Nuwan Jayasena +1
Modern accelerators like GPUs are increasingly executing independent operations concurrently to improve the device's compute utilization. However, effectively harnessing it on GPUs…
cs.AR2024★ 1 cited
T3: Transparent Tracking & Triggering for Fine-grained Overlap of Compute & Collectives
Suchita Pati, Shaizeen Aga, Mahzabeen Islam +2
Large Language Models increasingly rely on distributed techniques for their training and inference. These techniques require communication across devices which can reduce scaling e…