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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