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How to find learning rate decay?


Heuristic argument for Weight decay and regularizationWhen should you use learning rate scheduling over adaptive learning rate optimization algorithm?Is training one epoch using mini-batch gradient descent slower than using batch gradient descent?Decay Parameter in Keras Optimizerssplitting of training examples into the mini batch: what to do with the rest tiny mini-batch?Powers of 2 for batch_size in model fit in deep learningtrain loss not descreasingCan we use decreasing step size to replace mini-batch in SGD?SGD vs SGD in mini batches













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Given the number of epochs, batch size and learning rate, is there a formula by which I can calculate the learning rate decay in mini batch SGD?










share|improve this question









$endgroup$
















    0












    $begingroup$


    Given the number of epochs, batch size and learning rate, is there a formula by which I can calculate the learning rate decay in mini batch SGD?










    share|improve this question









    $endgroup$














      0












      0








      0





      $begingroup$


      Given the number of epochs, batch size and learning rate, is there a formula by which I can calculate the learning rate decay in mini batch SGD?










      share|improve this question









      $endgroup$




      Given the number of epochs, batch size and learning rate, is there a formula by which I can calculate the learning rate decay in mini batch SGD?







      deep-learning mini-batch-gradient-descent epochs learning-rate






      share|improve this question













      share|improve this question











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      share|improve this question










      asked Mar 19 at 5:43









      yamini goelyamini goel

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