Wookai
Joined 13 years ago
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251
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50
Member since
Oct 15
Research engineer @ Google DeepMind
vincent.etter.io
hnchat:Ph1C3Z9PQwH2kBIQJFlY
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Comment · 2 years ago
Great writeup, always interesting to see people digging into issues like that in such detail. I work at Google and shared the article with the Gboard team. Thanks!
Comment · 2 years ago
We (Google Research) have a similar work that we recently published: https://blog.research.google/2024/03/screenai-visual-languag...
Comment · 5 years ago
Google employee here, xmanger is one of the main ML experiment tracking/orchestration tool we use internally, I'm pretty excited that it is now available for other to use!
In a nutshell, xmanager allows you to:
- define an experiment, which is a collection of one or more work units (think combination of hyperparamters)
- manage the different jobs/executable required to run this experiment (TPU workers, tensorboard job, etc.)
- collect and display measurements from work units (loss, other metrics)
- keep a reproducible artifact which allows you to re-run the same experiment at any point in the future
See e.g. https://github.com/deepmind/xmanager/blob/main/examples/ for a few concrete examples of a launcher scripts.
I wish they had included screenshots of the tool itself in the repo, I'll make that suggestion :).
Comment · 5 years ago
If you are interested in time series predictions, I would suggest you had a look at darts (https://github.com/unit8co/darts). It's a well designed library which provides a unified API to deal with time series and try/compare different algorithms/frameworks like Prophet, recurrent NNs, etc.
Comment · 5 years ago
Yeah, that's a pretty common problem. I'm sure they are actively working on making sending feedback easier :). In the meantime, your technique worked! The issue is now fixed!
Comment · 5 years ago
That's pretty weird, thanks for reporting this! I work at Google in the Maps org, I reported your bug internally and will update this once I have a resolution.
In the future, if you encounter a similar situation, consider reporting it (https://support.google.com/maps/answer/6194894). Any user feedback is greatly appreciated!
Comment · 6 years ago
Awesome project, I love it! If haven't seen it yet, Google has some hand-picked highlights of places with stunning aerial pictures: https://earthview.withgoogle.com/. Some high-level info here: https://www.blog.google/products/earth/most-stunning-images-...
EDIT: I read the readme and of course you mentioned Earth View :). Leaving the links for other people who might be interested.