time-series-3
Tiling & Deployment
3260 papers • 126 benchmarks • 313 datasets
Data tiling over 3 memory hierarchy levels and deployment on microcontroller.
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Most implemented papers
DORY: Automatic End-to-End Deployment of Real-World DNNs on Low-Cost IoT MCUs
Alessio Burrello, Angelo Garofalo, Francesco Conti, D. Rossi, Nazareno Bruschi, Giuseppe Tagliavini•Sun Aug 16 2020
This work proposes DORY (Deployment Oriented to memoRY) – an automatic tool to deploy DNNs on low cost MCUs with typically less than 1MB of on-chip SRAM memory and releases all the developments – the DORY framework, the optimized backend kernels, and the related heuristics – as open-source software.
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