Sept. 2, 2023, 3:50 a.m. | Isaac Berrios

Towards Data Science - Medium

Lightweight Models for Real-Time Multi-Task Inference

Photo by Julien Duduoglu on Unsplash


Have you ever wondered how to train a deep neural network to do many things? Such a model is referred to as a Multi-Task Architecture and can have benefits over a traditional approach that uses individual models for each task. A Multi-Task Architecture is a subset of Multi-Task Learning which is a general approach to training a model or set of models to perform multiple tasks simultaneously. …

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