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Trained 12 models in the time it took to train one

How Barnyard Labs used NestNet.

“NestNet turned our GPU hoard into something that behaves like a well-run kitchen.”Maurice M., Staff Engineer, Barnyard Labs

The challenge

Barnyard Labs had a cluster that was always either idle or on fire.

The solution

They moved training to NestNet with experiment tracking and scheduled jobs.

The results

  • Training throughput up 12x
  • GPU utilization from 31% to 88%
  • Fewer meltdowns, more science

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