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NixOS CUDA

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CUDA packages maintenance and support in nixpkgs | https://github.com/orgs/NixOS/projects/27/ | https://nixos.org/manual/nixpkgs/unstable/#cuda42 Servers

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30 Jul 2024
@srhb:matrix.orgsrhbNo problem, thanks for the response :D07:26:53
@philiptaron:matrix.orgPhilip Taron (UTC-8) SomeoneSerge (UTC+3): I'm taking a look at your llama.cpp PR. The TODO makes me think that it's in draft actually. Is that the case? 18:22:57
@ss:someonex.netSomeoneSerge (utc+3)I mean it's more of a sanity check, I tested this with a bunch of packages in nixpkgs and generally the closures got smaller18:23:47
@philiptaron:matrix.orgPhilip Taron (UTC-8) I generally check closure size with nix path-info. Do you do that, or something else? 18:24:13
@philiptaron:matrix.orgPhilip Taron (UTC-8)On another topic, I see a lot of build spam when building llama.cpp about "nvcc warning : incompatible redefinition for option 'compiler-bindir', the last value of this option was used." I'd like to remove that. Is there a pointer you have to get started there?18:25:46
@philiptaron:matrix.orgPhilip Taron (UTC-8)
In reply to @philiptaron:matrix.org
I generally check closure size with nix path-info. Do you do that, or something else?
Using nix path-info results in identical closure sizes.
18:35:31
@ss:someonex.netSomeoneSerge (utc+3)
In reply to @philiptaron:matrix.org
On another topic, I see a lot of build spam when building llama.cpp about "nvcc warning : incompatible redefinition for option 'compiler-bindir', the last value of this option was used."

I'd like to remove that. Is there a pointer you have to get started there?
Yeah it's somehwere in the setupCudaHook, I believe connor (he/him) (UTC-5) had actually located the source at some point?
20:40:53
31 Jul 2024
@ss:someonex.netSomeoneSerge (utc+3) connor (he/him) (UTC-5) you might want to know that https://github.com/NixOS/nixpkgs/pull/318614 exists 07:57:55
@connorbaker:matrix.orgconnor (he/him) (UTC-7)Oh hell yeah15:21:27
@philiptaron:matrix.orgPhilip Taron (UTC-8)That's a baller PR.19:06:12
1 Aug 2024
@julius:mtx.liftm.deˈt͡sɛːzaɐ̯
In reply to @phirsch:matrix.org

@SomeoneSerge (UTC+3) @ˈt͡sɛːzaɐ̯ No dice... While ollama (without '-cuda') somehow manages to get GPU serial and VRAM allocation into, it doesn't use the GPU when actually running a model (outputs 'Not compiled with GPU offload support'). And unfortunately, using 'nix run --impure' as above from within a nix shell with 'nvcc' from nixpkgs still fails because it's using nvcc from /usr/local/...

Weird. I mean, you could build the thing in a container or vm that's actually nixos, and then pull it to your store from there. But this should really work. I wonder how you're running your nix. As user? I guess the sandbox is relaxed?
10:45:59
@ss:someonex.netSomeoneSerge (utc+3)
In reply to @phirsch:matrix.org

@SomeoneSerge (UTC+3) @ˈt͡sɛːzaɐ̯ No dice... While ollama (without '-cuda') somehow manages to get GPU serial and VRAM allocation into, it doesn't use the GPU when actually running a model (outputs 'Not compiled with GPU offload support'). And unfortunately, using 'nix run --impure' as above from within a nix shell with 'nvcc' from nixpkgs still fails because it's using nvcc from /usr/local/...

You do need to build with cuda support in order to use cuda
12:51:57
@yorickvp:matrix.orgyorickvp

I'm trying to link something to torch, but it complains

┃        > ImportError: /nix/store/kzx58d5pbb78gnv9s4d62f4r46x9waw9-gcc-12.3.0-lib/lib/libstdc++.so.6: version `GLIBCXX_3.4.32' not found (required by /nix/store/q7hlip3anbg4gd4wqa1lwy0jksk25pck-python3.10-torch-2.3.1-lib/lib/libc10.so)

why does it use gcc-12.3.0-lib?!

14:32:46
@yorickvp:matrix.orgyorickvpall I can find is the line -- Looking for a CUDA host compiler - /nix/store/vk12rv84vs98bv3wi4jgbpi59lrs3ymj-gcc-wrapper-12.3.0/bin/c++ in the build logs14:34:20
@yorickvp:matrix.orgyorickvpokay, that would be because setup-cuda-hook sets that. but it does have -L/nix/store/bn7pnigb0f8874m6riiw6dngsmdyic1g-gcc-13.3.0-lib/lib -L/nix/store/kzx58d5pbb78gnv9s4d62f4r46x9waw9-gcc-12.3.0-lib/lib14:44:23
@ss:someonex.netSomeoneSerge (utc+3)Are you using multiple nixpkgs revisions?14:46:52
@ss:someonex.netSomeoneSerge (utc+3)Ah, no, I guess the second one is propagated by something else14:47:07
@ss:someonex.netSomeoneSerge (utc+3) -L/nix/store/bn7pnigb0f8874m6riiw6dngsmdyic1g-gcc-13.3.0-lib/lib looks correct 14:47:15
@yorickvp:matrix.orgyorickvpnixpkgs c66e984bda09e7230ea7b364e677c5ba4f0d36d014:47:21
@ss:someonex.netSomeoneSerge (utc+3)
In reply to @yorickvp:matrix.org
all I can find is the line
-- Looking for a CUDA host compiler - /nix/store/vk12rv84vs98bv3wi4jgbpi59lrs3ymj-gcc-wrapper-12.3.0/bin/c++
in the build logs
This is the compiler
14:47:39
@ss:someonex.netSomeoneSerge (utc+3)* This is the compiler, the libstdc++ should be from gcc1314:47:52
@yorickvp:matrix.orgyorickvp
$ cat /nix/store/vk12rv84vs98bv3wi4jgbpi59lrs3ymj-gcc-wrapper-12.3.0/nix-support/cc-ldflags
-L/nix/store/zc0nsv23pakbafngjy32kvhfzb16as43-gcc-13.3.0/lib/gcc/x86_64-unknown-linux-gnu/13.3.0 -L/nix/store/bn7pnigb0f8874m6riiw6dngsmdyic1g-gcc-13.3.0-lib/lib  -L/nix/store/kzx58d5pbb78gnv9s4d62f4r46x9waw9-gcc-12.3.0-lib/lib                        
14:48:08
@ss:someonex.netSomeoneSerge (utc+3)Yeah the way we worked around cc-wrapper was kind of ugly and relied on gcc respecting priorities/a particular order of flags14:51:55
@ss:someonex.netSomeoneSerge (utc+3) I'd rather guess that gcc12\s libstdc++ comes from elsewhere, like another dependency. Run with LD_DEBUG=libs 14:52:22
@ss:someonex.netSomeoneSerge (utc+3)
In reply to @ss:someonex.net
Yeah the way we worked around cc-wrapper was kind of ugly and relied on gcc respecting priorities/a particular order of flags
(yes this is bad and we should fix that)
14:52:47
@yorickvp:matrix.orgyorickvprun what with LD_DEBUG=libs?14:53:06
@ss:someonex.netSomeoneSerge (utc+3)

like

$ LD_DEBUG=libs python
import torch
14:53:26
@ss:someonex.netSomeoneSerge (utc+3) *

like

$ LD_DEBUG=libs python
import torch
# do whatever you do
14:53:34
@ss:someonex.netSomeoneSerge (utc+3) *

like

$ LD_DEBUG=libs python my-repro.py
14:53:51
@yorickvp:matrix.orgyorickvpalright, I'll try that14:54:17

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