ADS-Tile is a new scheduling framework using spatio-temporal isolation-sharing and a DAG-aware probabilistic model to cut tile usage by up to 32% and reallocation waste to under 1.2% for E2E ADS DNN pipelines on tile accelerators.
Deadline scheduling in the Linux kernel,
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Isolation-aware Scheduling Framework for DNN-based End-to-End Autonomous Driving System on Tile-based Accelerators
ADS-Tile is a new scheduling framework using spatio-temporal isolation-sharing and a DAG-aware probabilistic model to cut tile usage by up to 32% and reallocation waste to under 1.2% for E2E ADS DNN pipelines on tile accelerators.