Viewing profile — gevorg_s
gevorg_s
HN member- Joined
- Mon, Oct 10, 2016, 9:33 PM UTC
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About gevorg_s
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Comment #25779087
Thanks :)
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Comment #25779059
We have got similar requests couple of times and its in the pipeline. Currently focused on the comparison of 1000s of metrics/training runs. It's a serious challenge both on the Ui…
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Comment #25773362
Would love to invite you join the Aim community slack [here]( https://slack.aimstack.io/ ) ? Let's connect!
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Comment #25773320
no worries at all, love the Questions! re comparison: we have always wanted to use a free open-source self-hosted tool that would let us group metrics/runs by hyperparams, experime…
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Comment #25772824
the big diff and the advantage is that on tb you can't group by hyperparams or easily divide into subplots while having all the research info in fro nt of you. Aim does that and al…
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Comment #25772794
Aim easily handles 100s of ML training runs. There are folks who have 1000s of experiments too. We haven't oficially benchmarked it yet though.
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Comment #25772741
Pls see my answers above.
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Comment #25772737
We are working on a new paradigm on interacting with Ml training runs. A lot of the effort is now focused on very efficient experiment comparison capabilities - talking about 1000s…
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Comment #25772708
We are building Aim as a new paradigm for interacting with and organizing the ML training runs. And the project is really just a few months old. It's focused on comparing 1000s of …
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Comment #25772664
yep.
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Comment #25772661
Yea, spot on. Right now UI is ran locally and it reads the data from `.aim`. We have seen users deploy it for the team and have seen standalone in the local environment too. Once t…
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Comment #25772625
Hi, Aim is fully open source and self-hosted (at the moment - just like tensorboard). Open source version of wandb would be one way to put it. But we are building a new way of inte…
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Comment #25772518
Hi all I am one of the co-authors to this project, and will try to answer all the Qs here. Was just forwarded this link - one of the community members must have posted it.
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