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A lot do, personally, every single time I try to go back to conda/mamba whatever, I get some extremely weird C/C++ related linking bug - just recently, I ran in
by buildbot 2y ago
A lot do, personally, every single time I try to go back to conda/mamba whatever, I get some extremely weird C/C++ related linking bug - just recently, I ran into an issue where the environment was _almost_ completely isolated from the OS distro's C/C++ build infra, except for LD, which was apparently so old it was missing the vpdpbusd instruction (https://github.com/google/XNNPACK/issues/6389 https://github.com/google/XNNPACK/issues/6389). Except the thing was, that wouldn't happen when building outside of of the Conda environment. Very confusing. Standard virtualenvs are boring but nearly always work as expected in comparison.
I'm an Applied Scientist vs. ML Engineer, if that matters.
- astromaniak 2y agoIt's probably easier to reinstall everything anew from time to time. Instead of fixing broken 18.04 just move to 22.04. Most tools should work, if you don't have huge codebase which requires old compiler... Conda.. it interfere with OS setup and has not always the best utils. Like ffmpeg is compiled with limited options, probably due to licensing.
- buildbot 2y agoI do all the time, and always have (in fact my first job was bare metal OS install automation), this was Rocky 9.4. New codebase, new compiler weird errors. I did actually reinstall and switch over to Ubuntu 24.04 after that issue lol.