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How shape informations are handled by Theano

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Debugging Theano: FAQ and Troubleshooting

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Some general Remarks

Theano offers quite a bit of flexibility, but has some limitations too. How should you write your algorithm to make the most of what Theano can do?

Limitations

  • While- or for-Loops within an expression graph are supported, but only via the theano.scan() op (which puts restrictions on how the loop body can interact with the rest of the graph).
  • Neither goto nor recursion is supported or planned within expression graphs.