On 2011-10-04, at 3:37 AM, Peter Prettenhofer wrote:

> I haven't looked at Theano's SGD yet - do they calibrate the learning
> rate on held-out data or do they use an heuristic?

Just to clear up, Theano doesn't contain any learning rate logic at all. It's 
just a tool to let you define your cost function, get the gradients 
automatically, and quickly generate/compile fast C code for evaluating each. 
Any learning rate tweaking would be Nicolas Pinto's own doing.

David


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