agibsonccc

20 ms·

1.
by agibsonccc 3y ago
I've been looking in to this for the java world. What's your use case? Deployment in to existing applications?
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by agibsonccc 5y ago
Disclaimer: I am involved with the eclipse foundation (not as part of the core staff) Hi, I just want to expand on this a bit... The "eclipse foundation" is actually not just sponsored by IBM. Nor is the IDE. As for what support i
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by agibsonccc 6y ago
If something were to be more "neutral" what would you hope to see exactly? Something performant is typically going to be framework/hardware specific.
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by agibsonccc 6y ago
Hi Fareesh, I'd love to hear more about your use case. Email's in my profile.
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by agibsonccc 6y ago
Hi, could you describe your use case a bit? Just an alarm trigger for deer in the backyard?
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by agibsonccc 6y ago
Could you elaborate on some of the problems you had overall?
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by agibsonccc 6y ago
Few questions: 1. Did you build this for your own use cases? Interesting side project? 2. How do you feel about the need for base64 being a requirement on the endpoints? Isn't GRPC the wrong medium for this? Also, what do you see as th
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by agibsonccc 6y ago
How did you set it up on the software side though? How flexible/customizable was it?
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by agibsonccc 7y ago
Your concerns are right on point. I agree that spark is a great sql/etl tool. My thinking was on the "math execution" part. Ray is able to doa bit more there. I do feel like there is a bit of hype riding going on here as we
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by agibsonccc 7y ago
It's still pretty early days for ray yet. That being said, spark never really got the hang of doing machine learning properly. It "works" but not for newer workloads which ray is trying to support. It's good someone is b
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by agibsonccc 7y ago
Graal itself still has limitations with many libraries yet, the biggest one being having any library that heavily uses reflection. I'd look at some of the work red hat is doing with some of its java libraries and quarkus: https:/
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by agibsonccc 7y ago
"Analytics" generally means "cython only". The numpy dep ends up being a problem. Generally if you want python/java interaction, we maintain a tool called javacpp that handles this, we even bundle cpython: https:&
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by agibsonccc 7y ago
Tech side here if you have any other questions!
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by agibsonccc 7y ago
Thanks Nikk!
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by agibsonccc 7y ago
We control the whole framework down to the bare metal. We also have our own built in memory allocators. There's a bit more to jvm than just training models. Java based application servers are still widely deployed for example. There&#x
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by agibsonccc 7y ago
Thanks! Of note is we also contribute to keras and run javacpp: https://github.com/bytedeco/javacpp which allows us to run a lot of things you only get in python directly in c. We need to work on getting some of these
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by agibsonccc 8y ago
I'd argue in general that outside of python, there's not really much of a focus from google itself. They are largely leaving other language bindings to other people (see what's currently going on with tensorflow 2.0). Their f
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by agibsonccc 8y ago
Have you guys looked at the tidelift model in comparison? Would love to hear thoughts there.
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by agibsonccc 8y ago
I was there from 2008 to 2013. This gives a fairly good break down: https://www.mtu.edu/alumni/favorites/snowfall/ I saw a lot of snow storms there over the years. Neat fact: The houses in the UP actually ha
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by agibsonccc 8y ago
I went to university in the Keewenaw (Michigan Tech). It's also where I started learning how to run a company. I spent 5 years of my life there. Happy to answer questions about anything tech related there!
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by agibsonccc 8y ago
Hey folks: Sorry I just saw this post. We're actually intending on implementing allreduce as well. Right now, the initial focus was on implementing something more robust. There's a lot of elements of our distributed training that
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by agibsonccc 8y ago
Thanks! Usually dl4j is targeted at data engineers, not python folks. We actually have the end to end system working.
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by agibsonccc 8y ago
Hi Mark, I want to correct one thing. My company is behind dl4j. We are also the second largest contributor to keras. We have near perfect model import (with keras contributors maintaining it). Dl4j also has TF import and a native graph run
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by agibsonccc 8y ago
Congrats Plangrid. I was your neighbor back in 2014. I remember when you guys needed to expand your office and you were looking to start using some of the space we were subletting all the way back when. Ironically, 2 years after that I got
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by agibsonccc 8y ago
Sure! So our model server usually replaces a bunch of docker containers with different standards with zero ways of inputting data. An interesting example was a customer that bought a startup. The startup had a docker container that leaked m
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by agibsonccc 8y ago
Disclaimer: I sell a product in this space. Our model server just works with every format. We created our own DL framework and maintain that. Eg: We're the 2nd largest contributor to keras alongside having our own DL framework. We&#x27
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by agibsonccc 8y ago
Congrats on your round! FWIW, (me being in a space adjacent to yours) I see these kinds of comments all the time about the "my 1 off pipeline seems good enough". Most people don't need "industrial strength" till yo
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by agibsonccc 8y ago
1) Yes I think incentive structures are a part of it. For us as authors,I know I typically think about the website very differently than the book. Having an editor peer review also helps keep me focused. What you find with a lot of open sou
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by agibsonccc 8y ago
I'd argue it's actually the economics. End users both want everything for free expecting it to work perfectly as well as assurances that the project isn't going away while also somehow still wanting guarantees around release
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by agibsonccc 8y ago
Disclaimer: Your concern is exactly what pays my salary. Take what I say with a grain of salt. I typically see this attitude at the developer level, but the line of business never sees it like that. Devs don't have incentive to care ab

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