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[TUTORIAL] Gluon performance tips and tricks #15427
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…r of performance features provided in MXNet. Useful for beginner audience.
@aaronmarkham would be great if you could review this new tutorial too, cheers! i'll make adjustments to my sparse tutorial tomorrow. |
It's great to have these documents. I think we still need to cover CPU performance. |
Would be great to get CPU specific tricks and tips @pengzhao-intel. Given the length of this tutorial already let's add those in another tutorial as a follow up. @xinyu-intel are you able to write about some performance tricks for CPU and follow up in another PR? When we have that we can think about splitting this up into generic tips, GPU specific and CPU specific tricks. |
Agree. I see lots of tips and tricks are common for both CPU and GPU; so we can make the user aware of this :) |
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Couple of minor things... otherwise looks good.
I restarted the failed CI test for you. |
thanks for all the reviews @aaronmarkham @pengzhao-intel @ptrendx. updates have been made. |
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It's a nice tutorial. Add minor comments.
After going through these approaches, how people know that they have already got a good performance?
@pengzhao-intel thanks for the follow-up. made the changes. |
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Thanks for the nice document.
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Great Work! Thank you : )
Marvellous work by @thomelane, hands down. |
A good tutorial on how to convert a Gluon model to Module and vice-versa would be great. I've seen many issues and confusions on Github and MXNet-Forum regarding it. Thanks |
Summary of performance features provided in MXNet that are relevant for Gluon users. Useful for a beginner audience who might not know what features to search for in the first place.
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