Training RegNets for tf.keras.applications

This blog post is about sharing my experience of training 24 RegNet models for tf.keras.applications.

Prologue

tf.keras.applications is a set of built-in models in TensorFlow-Keras. They are pretrained on ImageNet-1k, and are just one function call away. This makes life easier for the ML folks as they have ready-to-go models at their disposal. RegNets are highly efficient and scalable models proposed by Facebook AI Research (FAIR). They are used in works like SEER which …

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