Dyna Rebuilds Infra for 1M+ Hours Robot Data, 31x Faster
JasonMa2020 · x · 2026-08-18
DynaRobotics details the infrastructure overhaul required to train Dyna-2 on over 1 million hours of egocentric video. Addressing bottlenecks in throughput, startup latency, and storage I/O, they achieved a 31x increase in ingestion speed, reduced training startup time from 48 hours to under a minute, and reached 98% GPU utilization.
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