Machine Learning, Mpi, Pytorch, TensorFlow.
multiple clients adds some flexibility in communication strategies. For instance, you can implement asynchronous gradient descent system that will continue training when one of the worker nodes dies. But you can’t instruct it to continue working if one of the parameter server nodes dies. An example