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A Generic Performance Model for Deep Learning in a Distributed Environment
In this paper, we propose a generic performance model of an application in a distributed environment with a generic expression of the application execution time that considers the influence of both intrinsic factors/operations (e. g. algorithmic parameters/internal operations) and extrinsic scaling factors (e. g. the number of processors, data chunks and batch size).
A Novel CropdocNet for Automated Potato Late Blight Disease Detection from the Unmanned Aerial Vehicle-based Hyperspectral Imagery
Late blight disease is one of the most destructive diseases in potato crop, leading to serious yield losses globally.
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