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Deep Learning on the GPU in Clojure from Scratch: Sharing Memory

105 points by dragandj 8y ago

metalock 8y ago
part 5. i’ve got a lot of catching up now.
Scarbutt 8y ago
is there a list of 'data science' libs for clojure somewhere?
- adamfeldman 8y ago
  This is a good starting point, but there is also a lot more out there https://www.clojure-toolbox.com https://www.clojure-toolbox.com / https://github.com/weavejester/clojure-toolbox.com https://github.com/weavejester/clojure-toolbox.com
- dkersten 8y ago
  There's Incanter[1], but I've never used it, so can't comment on how good or complete it is. And of course there are the article author's libraries: https://dragan.rocks/software/ https://dragan.rocks/software/ [1] https://data-sorcery.org/ https://data-sorcery.org/
- chrisulloa 8y ago
  mxnet is also on Clojure https://github.com/apache/incubator-mxnet/tree/master/contrib/clojure-package https://github.com/apache/incubator-mxnet/tree/master/contri...
- rch 8y ago
  Not a list, but here's another lib: https://github.com/originrose/cortex https://github.com/originrose/cortex
zphds 8y ago
`uncomplicate` libraries are awesome. Thanks so much for all this write up and putting out one of my favorite pieces of open source code. It's just so easy to rapidly iterate when it comes to doing experiments on the GPU with Clojure and these abstractions. It just feels right I had to deal with similar memory corruption problems but I could just piggy back on Clojure's concurrency primitives to keep this under control without pulling my hair out with all the ugly boiler plate and having that sweet sweet repl on the side. `(with-release...)`? Oh yes! Please. <end-rant> The sad part, like all Clojure code I have written in the past, I am having a more social problem of convincing people in my team to use tools like these to make their lives easier, especially when you can quantify the productivity gained. People now see me as the lone crazy lisp guy in the corner and is making me question a lot of absurdities in the software industry. </end-rant>
- dragandj 8y ago
  Thank you for the kind words!
- deleted 8y ago
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dr_teh 8y ago
Dragan does it again
dimitrijer 8y ago
Kudos for the effort, I am looking forward to using Clojure for deep learning!

105 points by dragandj 8y ago

metalock 8y ago

part 5. i’ve got a lot of catching up now.

Scarbutt 8y ago

is there a list of 'data science' libs for clojure somewhere?

adamfeldman 8y ago
This is a good starting point, but there is also a lot more out there https://www.clojure-toolbox.com https://www.clojure-toolbox.com / https://github.com/weavejester/clojure-toolbox.com https://github.com/weavejester/clojure-toolbox.com
dkersten 8y ago
There's Incanter[1], but I've never used it, so can't comment on how good or complete it is. And of course there are the article author's libraries: https://dragan.rocks/software/ https://dragan.rocks/software/ [1] https://data-sorcery.org/ https://data-sorcery.org/
chrisulloa 8y ago
mxnet is also on Clojure https://github.com/apache/incubator-mxnet/tree/master/contrib/clojure-package https://github.com/apache/incubator-mxnet/tree/master/contri...
rch 8y ago
Not a list, but here's another lib: https://github.com/originrose/cortex https://github.com/originrose/cortex

zphds 8y ago

`uncomplicate` libraries are awesome. Thanks so much for all this write up and putting out one of my favorite pieces of open source code. It's just so easy to rapidly iterate when it comes to doing experiments on the GPU with Clojure and these abstractions. It just feels right I had to deal with similar memory corruption problems but I could just piggy back on Clojure's concurrency primitives to keep this under control without pulling my hair out with all the ugly boiler plate and having that sweet sweet repl on the side. `(with-release...)`? Oh yes! Please. <end-rant> The sad part, like all Clojure code I have written in the past, I am having a more social problem of convincing people in my team to use tools like these to make their lives easier, especially when you can quantify the productivity gained. People now see me as the lone crazy lisp guy in the corner and is making me question a lot of absurdities in the software industry. </end-rant>

dragandj 8y ago
Thank you for the kind words!
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dr_teh 8y ago

Dragan does it again

dimitrijer 8y ago

Kudos for the effort, I am looking forward to using Clojure for deep learning!