#gpu-utilization

[ follow ]
#cost-efficiency #continuous-batching #iteration-level-scheduling #throughput-optimization
Artificial intelligence
fromInfoWorld
1 day ago

Maximizing 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
fromBusiness Insider
5 days ago

Nvidia teams up with a Goldman-backed startup to tackle a major pain point in AI adoption

PaletteAI, developed by Spectro Cloud with Nvidia, can raise GPU utilization from about 30% to 60%, doubling efficiency and reducing wasted computing power.
Artificial intelligence
fromTheregister
5 months ago

Wanted: 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.
[ Load more ]