What is eval_time about DeepViewRT

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What is eval_time about DeepViewRT

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weilly_li
Contributor IV

Hi, 

    I have some comfuse about DeepViewRT.  What is eval_time ? Is really run time of model ?

    Code : "put_time, post_time, eval_time = modelclient.get_timing_info() "

    And.. What is put_time / post_time ? Is loding model time ? or Warm-up time ?

Weilly

      

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FelipeGarcia
NXP TechSupport
NXP TechSupport

Hi Weilly,

Could you please provide what is the device you are working on? Also please let us know the code you are using for reference for this.

Best regards,

Felipe

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weilly_li
Contributor IV

Hi, @FelipeGarcia 

      My Platflorm is  NXP i.mx8mplus.

      Python Code :

         results = modelclient.run(inputs, outputs)

         put_time, post_time, eval_time = modelclient.get_timing_info() 

 

     So, Is DeepViewRT fast than Tensorflow Lite ?

 

Weilly

 

 

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Bio_TICFSL
NXP TechSupport
NXP TechSupport

Hello Weily_li,

Regarding the 'get_timing_info' - please check {eIQ_Toolkit_Install|\docs\DeepViewRT_User_Manual.pdf -> A.2 ModelClient

Returns:

put_time: the timing information regarding how long it took to send the most recent rtm to the modelrunner application post_time: the total time to run the model (includes the post request and evaluation) eval_time: the time it took for the modelrunner application to run the model.

Can you share the model you used?

I assume the error you see appeared on the host PC. Any message shown on the board?

Please share the log from %appdata%Roaming\eIQ Portal\logs\

Regards

 

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