# Accelerating computations Neural Network

**URL:** <https://discourse.julialang.org/t/accelerating-computations-neural-network/57670>\
**Category:** Performance\
**Tags:** gpu, cuda\
**Created:** [March 21, 2021, 8:54pm UTC](https://discourse.julialang.org/t/accelerating-computations-neural-network/57670 "2021-03-21T20:54:34Z")\
**Posts on this page:** 1\
**Showing post:** 7

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**Author:** ![Tamas\_Papp](https://sea2.discourse-cdn.com/julialang/user_avatar/discourse.julialang.org/tamas_papp/32/25949_2.png) [@Tamas\_Papp](https://discourse.julialang.org/u/Tamas_Papp)\
**Post date:** [March 22, 2021, 7:30am UTC](https://discourse.julialang.org/t/accelerating-computations-neural-network/57670/7 "2021-03-22T07:30:02Z")

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> [@moby75](#):
>
> (I am working on a project developed using Julia 1.0.5), I should work with the 1.0.5 version

The language _per se_ is upward compatible within major versions (ie 1.x). Unless you rely on something very internal, 1.5 should Just Work, and if in the unlikely case you run into difficulties they should be easy to solve. See

> [@Proposed release process and schedule](https://discourse.julialang.org/t/proposed-release-process-and-schedule/15623):
>
> Now that we’ve released Julia 1.0 and are [close to 1.0.1](https://discourse.julialang.org/t/julia-1-0-1-testing-period/15534) and have added some [new features](https://github.com/JuliaLang/julia/pulls?utf8=%E2%9C%93&q=is%3Apr+label%3Aenhancement) and [minor changes](https://github.com/JuliaLang/julia/pulls?utf8=%E2%9C%93&q=is%3Apr+label%3A%22minor+change%22) to the 1.1 development branch (i.e. master), it seems like time to talk about the future of the Julia release process. After various discussions in person, on Slack, and on this week’s triage call, it seems like there’s fairly solid consensus behind the following plan. Patch releases Patch releases increment the last digit of Julia’s version number, e.g. going from 1.0.0 to 1.0.1 curre…

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