What is num_units in tensorflow BasicLSTMCell?

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From this brilliant article

num_units can be interpreted as the analogy of hidden layer from the feed forward neural network. The number of nodes in hidden layer of a feed forward neural network is equivalent to num_units number of LSTM units in a LSTM cell at every time step of the network.

See the image there too!

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