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This paper optimizes number of filter in each conv layer during training. It introduces a novel efficient oneshot NAS approach to optimally search for channel numbers, given latency constraints on a specific hardware.

https://openaccess.thecvf.com/content_CVPR_2020/papers/Berman_AOWS_Adaptive_and_Optimal_Network_Width_Search_With_Latency_Constraints_CVPR_2020_paper.pdf

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Pythonic AI
This paper optimizes number of filter in each conv layer during training. It introduces a novel efficient oneshot NAS approach to optimally search for channel numbers, given latency constraints on a specific hardware.

https://openaccess.thecvf.com/content_CVPR_2020/papers/Berman_AOWS_Adaptive_and_Optimal_Network_Width_Search_With_Latency_Constraints_CVPR_2020_paper.pdf

#deeplearning #artificialintelligence

@pythonicAi
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For some time, Mr. Durov and a few dozen staffers had no fixed headquarters, but rather traveled the world, setting up shop in one city after another, he told the Journal in 2016. The company now has its operational base in Dubai, though it says it doesn’t keep servers there.Mr. Durov maintains a yearslong friendship from his VK days with actor and tech investor Jared Leto, with whom he shares an ascetic lifestyle that eschews meat and alcohol.

This paper optimizes number of filter in each conv layer during training. It introduces a novel efficient oneshot NAS approach to optimally search for channel numbers

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