Viewing profile — dmitrim

Understand, we'll definitely think about the network part. Just in case it may help, if `nvidia-smi nvlink -gt d` is useful for you in this context then there is a related metric N…

For now it only tries to extract NCCL time percentage from the profile, if available, and show it profile summary. Some hints count be in the step trace timeline as well. We are pl…

Hi, Graphsignal founder here. We've launched Graphsignal earlier this year to make machine learning profiling practical and easy to use. Basically, it enables the profile-optimize-…

To be more precise, >=2.2 is required for profiler support

Thanks for the feedback, we'll be working on it for sure. At least an explanatory screencast is in the works now, other info material, use cases, etc. are planned.

I'd just use the 2.8, but older 2.x versions should work too. If you encounter are any issues, please let us know via the chat in your account.

Many training and inference workloads run in the cloud or on remote servers and profiling them is not straightforward. Having a SaaS makes things much simpler, and also enables add…

Hi HN, I'm the founder of Graphsignal ( https://graphsignal.com ). Graphsignal is a machine learning profiler. We've created it to make ML profiling simple and usable. It provides …

Since ML monitoring is rather a broad term that can be applied to model development, evaluation, retraining and production stages, I'd like to give more context on what Graphsignal…