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Is there any standard or normal range for the amount of LSTM loss function?














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I am working on a LSTM network that I get loss amounts around 4.7 . It seems adding more layers and increasing epochs don't help to decreasing it. I also using a Dropout = 0.2 for each of my layers and implemented all the jobs with Keras library.



I like to know about this loss amount? is this large or is OK> Are there any rule of thumb for loss?



And why I can't decrease my loss amount? Is there any problem here?









share









$endgroup$

















    0












    $begingroup$


    I am working on a LSTM network that I get loss amounts around 4.7 . It seems adding more layers and increasing epochs don't help to decreasing it. I also using a Dropout = 0.2 for each of my layers and implemented all the jobs with Keras library.



    I like to know about this loss amount? is this large or is OK> Are there any rule of thumb for loss?



    And why I can't decrease my loss amount? Is there any problem here?









    share









    $endgroup$















      0












      0








      0





      $begingroup$


      I am working on a LSTM network that I get loss amounts around 4.7 . It seems adding more layers and increasing epochs don't help to decreasing it. I also using a Dropout = 0.2 for each of my layers and implemented all the jobs with Keras library.



      I like to know about this loss amount? is this large or is OK> Are there any rule of thumb for loss?



      And why I can't decrease my loss amount? Is there any problem here?









      share









      $endgroup$




      I am working on a LSTM network that I get loss amounts around 4.7 . It seems adding more layers and increasing epochs don't help to decreasing it. I also using a Dropout = 0.2 for each of my layers and implemented all the jobs with Keras library.



      I like to know about this loss amount? is this large or is OK> Are there any rule of thumb for loss?



      And why I can't decrease my loss amount? Is there any problem here?







      lstm loss-function





      share












      share










      share



      share










      asked 4 mins ago









      user145959user145959

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