Using Small Proxy Datasets to Accelerate Hyperparameter Search

One of the biggest bottlenecks in a machine learning workflow is waiting for models to train. Depending on the available computing resources, it can take days to weeks to train a neural network on a large dataset with many classes such as ImageNet... (read more)

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