We have an example of AdaNet on GitHub that uses several complex CNN layers (conv2d, pooling, linearly-separable layers) as part of the NASNet-A architecture (p

We have an example of AdaNet on GitHub that uses several complex CNN layers (conv2d, pooling, linearly-separable layers) as part of the NASNet-A architecture (presented in https://arxiv.org/abs/1707.07012 https://arxiv.org/abs/1707.07012): https://github.com/tensorflow/adanet/blob/master/adanet/examples/nasnet.py https://github.com/tensorflow/adanet/blob/master/adanet/exam... AdaNet supports high level APIs (e.g tf.layers, tf.losses), so it can support RNN cells as well.