Network architectures
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How to do fast, accurate multi-category classification
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Many of today’s most useful AI systems are multilabel classifiers: they map input data into multiple categories at once. An object recognizer, for instance, ...

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How to construct the optimal neural architecture for your machine learning task
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The first step in training a neural network to solve a problem is usually the selection of an architecture: a specification of the number of computational ...

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A version of the BERT language model that’s 20 times as fast
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In natural-language understanding (NLU), the Transformer-based BERT language model is king. Its high performance on multiple tasks has strongly influenced ...

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