I'm training a very complex function in tensorflow. Is there a way to decrease the learning rate only when the cost isin't decreasing very much?
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$\begingroup$ Just keep track of the objective function and use a conditional to set the leraning rate if it drops. $\endgroup$– EmreNov 11, 2017 at 18:40
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$\begingroup$ I couldn't do it in tensorflow, is there any example of how something like this is done in tensorflow? $\endgroup$– Rishi SwethanNov 11, 2017 at 18:48
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$\begingroup$ tensorflow.org/api_docs/python/tf/cond and tensorflow.org/api_docs/python/tf/train/… $\endgroup$– EmreNov 11, 2017 at 19:13