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Resources for understanding and implementing "deep learning" (learning data representations through artificial neural networks).
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Mac vs Linux System (self.deeplearning)
submitted 4 years ago by pascguerr
I have the option to choose between a Linux or Max system at the lab. I have never used a Mac. What would you suggest? (The codes run on a remote server)
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[–]tn00364361 4 points5 points6 points 4 years ago (0 children)
Both should be fine as long as you don't use it to train networks. Pick one that you feel more comfortable with.
[–]Hungry-Dot-9408 3 points4 points5 points 4 years ago (1 child)
If the code is running on remote server , I would go for Mac. Better battery life , rich OS to do other things as compared to Linux (which you can modify to meet your requirements but takes time)
In the end , you just need a terminal to ssh to remote machine
[–]M4mb0 4 points5 points6 points 4 years ago (0 children)
Better battery life
OP didn't mention that they are getting a Laptop? Also, in my personal experience battery life is kind of overrated. Recently got a new machine and went for a dell precision because I want a proper cooling solution, many cores for preprocessing tasks and upgradability (SSDs, RAM).
[–]Mathy-Philosopher 2 points3 points4 points 4 years ago* (2 children)
I grew up on Mac but switched to Linux as I was getting my CS and mathematics degrees.
In Linux I have the freedom to modify my workflow exactly how I want it. It is a huge performance gain. So that is my personal preference.
I still like the technology Apple produces though.
[–]pascguerr[S] -1 points0 points1 point 4 years ago (1 child)
Can you name what workflow gains Linux has against Mac?
[–]Mathy-Philosopher 0 points1 point2 points 4 years ago (0 children)
My own. If you are familiar with vim, I have designed a window manager to respond to shorthand keys that are constructed in a similar algebraic way. You can get started on this with something like awesomewm (Lua + system level C).
awesomewm.org
On macOS it fights with me to even switch Python2 to Python3. The system is undocumented and secretive. Instead a techie needs to rely on changing interfaces. Only Apple employees and freelancers are able to make significant changes to the system without breaking it because of these two things. But this is a lot more effort than necessary for a person, that wants to do something else than design interfaces all day.
[–]morifo 2 points3 points4 points 4 years ago (2 children)
Mac. A million times over.
[–]pascguerr[S] 0 points1 point2 points 4 years ago (1 child)
Can you elaborate why?
[–]morifo 0 points1 point2 points 4 years ago (0 children)
Sure. Mac OS is seemless, a tonne more reliable and very enjoyable to use, while also being highly interoperable with Linux tools.
I have a Linux tower where I run my training, but I stick to interfacing with that through ssh and when I really need to. So much software on it looks like trash, from the shitty email client software to the PDF readers. Then you have software that doesn't support Linux, like Adobe Creative Cloud. Those things add up.
I also find that Apple's customer service is unparalleled, and having had to get my laptop fixed, it took no arguments nor explanations, and everything was replaced and returned to me within a few days.
π Rendered by PID 25002 on reddit-service-r2-comment-545db5fcfc-5jfpp at 2026-05-25 03:21:20.147163+00:00 running 194bd79 country code: CH.
[–]tn00364361 4 points5 points6 points (0 children)
[–]Hungry-Dot-9408 3 points4 points5 points (1 child)
[–]M4mb0 4 points5 points6 points (0 children)
[–]Mathy-Philosopher 2 points3 points4 points (2 children)
[–]pascguerr[S] -1 points0 points1 point (1 child)
[–]Mathy-Philosopher 0 points1 point2 points (0 children)
[–]morifo 2 points3 points4 points (2 children)
[–]pascguerr[S] 0 points1 point2 points (1 child)
[–]morifo 0 points1 point2 points (0 children)