Research
On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,982 papers · 148 categories

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0111 · Jun 201919922001200920172026
1 result for “FBNet”
Hardware Aware Neural Network Architectures using FbNetcs.CV

New HANNA architecture improves accuracy, latency, and energy efficiency for mobile devices.

problem Designing neural networks optimized for specific hardware devices.
method Differentiable NAS method with energy term added to loss function.
result HANNA achieves significant speedup and energy efficiency over MobileNetv2 and CondenseNet.
Neural Architecture SearchFBNetMobile ApplicationsEnergy EfficiencyLatency Optimization
2019-06-17abs ↗pdf ↗