Manas Sahni · Apr 29, 2021
CompOFA: Compound Once-For-All Networks for Faster Multi-Platform Deployment
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Introduction If you’ve trained deep learning models, you know the process can take hours or days (weeks?) and thousands of dollars’ worth of computation. With increasing use of DNNs in common production, this problem only gets bigger – they need to be used on diverse deployment targets with widely varying latency constraints, based on hardware capabilities and application requirements. Designing…
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