#gpu-utilization
#gpu-utilization
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Artificial intelligence
fromInfoWorld
2 months agoMaximizing speed: How continuous batching unlocks unprecedented LLM throughput
Continuous batching processes one token at a time across active requests with micro-steps and on-the-fly swaps to maintain full GPU utilization and dramatically increase throughput.
Artificial intelligence
fromTheregister
8 months agoWanted: Metric for gauging if GPUs are being used optimally
Efficient usage of costly GPU accelerators in AI processing is crucial, but the industry struggles with effective measurement methods.
Many AI teams overestimate their GPU utilization, limiting performance and increasing costs.
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