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Re:My favorite things that are coming with Julia 1.0 by ninjin on Friday June 01, 2018 @07:52AM (#17204436)
Indeed, which comes with its own advantages and disadvantages. As someone that has to always care about performance, Machine Learning, I am very happy not to have to worry about dependencies not being compiled to take advantage of the latest and greatest CPU instructions on a specific box in a very heterogeneous cluster. Now, you could just compile it all on each deployment, but something as large as say TensorFlow takes ages and not everyone gets to enjoy having great devops at your beck and call.
Re:My favorite things that are coming with Julia 1.0 by oblio on Friday June 01, 2018 @07:58AM (#17204469)
I'm not sure I understand what you mean: you prefer compilation on the target machines or you prefer a static binary?
Re:My favorite things that are coming with Julia 1.0 by ninjin on Friday June 01, 2018 @08:01AM (#17204483)
Compilation on the target machine, in my case. Performance trumps portability for me, but I can totally see why this is not the case for everyone.
Re:My favorite things that are coming with Julia 1.0 by oblio on Friday June 01, 2018 @08:17AM (#17204566)
In theory that can be solved with the best of both worlds: have the runtime and JIT in the final binary. That way you still get easy deployment with 1 big file and high performance after the JIT warms up, which should be fast.

I think it's just a problem of manpower on the Julia developer side.

Re:My favorite things that are coming with Julia 1.0 by ninjin on Friday June 01, 2018 @09:24AM (#17205029)
I wholeheartedly agree, one could also note how this is Java-esque. My hope is that someone far more well-versed than me in this area will find the time and push for it. On that note, one wonderful thing about Julia is how easy it is to contribute to the core language since it is written in Julia. It really is amazing to see people from so many disciplines come together to push a “language for science as a whole”.