#batchsize — Public Fediverse posts

"When you happen across one of these four-leaf clovers, you obviously should do it, regardless of whether you consider it Sand (because it's fast) or a Pebble (because it has impact)."

#priority #focus #order #batchsize

https://longform.asmartbear.com/rocks-pebbles-sand/

.@luis presenting our paper "Batching for Green AI" at #SEAA2023.

➡️ Green AI is more than model training: to design energy-efficient neural networks we must optimize them according to the system settings where they operate.

With Tim Yarally, @danielfeitosa, @JuneSallou

Paper: https://arxiv.org/abs/2307.11434

#greenAI #deepLearning #batchSize

"This is the great lesson of the #ToyotaProductionSystem. The 100-fold improvement in manufacturing cycle times was not achieved by finding #bottlenecks and adding capacity to the #bottlenecks. It was achieved by reducing #BatchSize."

Don Reinertsen, #ThePrinciplesOfProductDevelopmentFlow