Search Results for author: Jimmy Hall

Found 3 papers, 1 papers with code

Hardware-Aware Network Transformation

no code implementations29 Sep 2021 Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat

In the second phase, it solves the combinatorial selection of efficient operations using a novel constrained integer linear optimization approach.

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LANA: Latency Aware Network Acceleration

no code implementations12 Jul 2021 Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolo Fusi, Arash Vahdat

We analyze three popular network architectures: EfficientNetV1, EfficientNetV2 and ResNeST, and achieve accuracy improvement for all models (up to $3. 0\%$) when compressing larger models to the latency level of smaller models.

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