Model Optimization

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UMAMAHESH
UMAMAHESH Member, ALL USERS, Community Member Posts: 5 Contributor

Hi Experts,

 

I am trying to optimize the model size.

 

Can you please suggest me the main ways to reduce the size.

 

Thanks and regards,

Mahesh

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  • UMAMAHESH
    UMAMAHESH Member, ALL USERS, Community Member Posts: 5 Contributor

    Hi David,

     

    Thank you, I am checking line items and modules not using.

     

    I am trying to adjust the formula.

     

    Could you please suggest me on below points,

    1. How can I find a summery line item not required to line items?

    2. Please explain in brief regarding summery.

     

    Regards,

    Mahesh

  • UMAMAHESH
    UMAMAHESH Member, ALL USERS, Community Member Posts: 5 Contributor

    Hi David,

     

    Thank you for your reply.

     

    I know these are basic questions. it will be helpful for me.

     

    Can you please explain or suggest an article on the below points.

    1. What is the Summery in line item?

    2. Why summery line items consume high space?

    3. what points should consider before changing the summery? 

    4. I read your article regarding sparsity. Is it possible to apply the sparsity concept in Live models? 

     

    Could you please share your views on the above points.

     

    Regards,

    Uma

  • Ronak
    Ronak Member, ALL USERS, Partner Posts: 2 New Contributor
    @UMAMAHESH

    I think most of model optimization ways are already explained in previous messages.
    But in case of a multidimentional module were suppose you have more than 10 line items, where 5 line items are catering to 1 logic and another 5 to other logic than in that case some users create a line item in between those 5 line items just for reference purpose to segregate between two logics.
    Wherever such line items is used , you can make format to No Data , thus your cell count for that line item will zero and no space will be consumed.
    Hope it helps !!

    Ronak