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Currently a lot of function merely uses ReLU, but there are a whole host of activation functions that can beat ReLU (Mish, Swish-1, E-Swish , GELU, ReLU6, Leaky ReLU, RReLU), and some of them are already in standard TensorFlow libraries.
Small note: some of the activation functions have parameter requirements so not sure how that can fit in to the
Choice
of activation function and theFloat
of the parameters in certain activation functions.Reference Reference https://github.com/keras-team/autokeras/blob/master/autokeras/blocks/basic.py https://github.com/digantamisra98/Mish/blob/master/README.md#significance-level https://www.tensorflow.org/api_docs/python/tf/keras/activations
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