[GitHub] [incubator-mxnet] sandeep-krishnamurthy commented on issue #14955: [Feature request]Calculate network calculations tools for Gluon.

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sandeep-krishnamurthy commented on issue #14955: [Feature request]Calculate network calculations tools for Gluon.
URL: https://github.com/apache/incubator-mxnet/issues/14955#issuecomment-492788236
 
 
   Thanks this will be very useful.
   
   Currently, I am working on per operator profiling to capture forward time, backward time, max memory allocated in phase 1 of my work. And, these uses different input shapes and option for each operator. 
   
   Intention of this work is - to catch any performance regression at operator level, ability identify hot computation paths in operator kernel for certain input shapes, and finally, derive insights like - In MXNet ArgMax is slower than Max operator for same operation.
   
   Will that give a proxy for what you are looking for? However, this proposal is more fine grained and will be useful for planning optimization work.
   

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