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python3Packages.jaxlib: add cudatoolkit_11 to rpaths

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Samuel Ainsworth 2021-09-04 21:41:40 +00:00
parent 3ea5dbdd72
commit 8f06bd48f2
1 changed files with 10 additions and 4 deletions
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14
pkgs/development/python-modules/jaxlib/default.nix
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@ -4,11 +4,14 @@
# For future reference, the easiest way to test the GPU backend is to run
# NIX_PATH=.. nix-shell -p python3 python3Packages.jax "python3Packages.jaxlib.override { cudaSupport = true; }"
# export XLA_FLAGS=--xla_gpu_force_compilation_parallelism=1
# python -c "from jax.lib import xla_bridge; assert xla_bridge.get_backend().platform == 'gpu'"
# python -c "from jax import random; random.PRNGKey(0)"
# See https://github.com/google/jax/issues/971#issuecomment-508216439. There's
# no convenient way to test the GPU backend in the derivation since the nix
# build environment blocks access to the GPU.
# python -c "from jax import random; x = random.normal(random.PRNGKey(0), (100, 100)); x @ x"
# There's no convenient way to test the GPU backend in the derivation since the
# nix build environment blocks access to the GPU. See also:
# * https://github.com/google/jax/issues/971#issuecomment-508216439
# * https://github.com/google/jax/issues/5723#issuecomment-913038780
{ addOpenGLRunpath, autoPatchelfHook, buildPythonPackage, config, fetchPypi
, fetchurl, isPy39, lib, stdenv
@ -57,6 +60,7 @@ buildPythonPackage rec {
# artifacts. autoPatchelfHook runs in postFixup and auto-stripping runs in the
# patchPhase. Dependencies:
# * libcudart.so.11.0 -> cudatoolkit_11.lib
# * libcublas.so.11 -> cudatoolkit_11
# * libcuda.so.1 -> opengl driver in /run/opengl-driver/lib
preInstallCheck = lib.optional cudaSupport ''
shopt -s globstar
@ -65,7 +69,9 @@ buildPythonPackage rec {
for file in $out/**/*.so; do
rpath=$(patchelf --print-rpath $file)
patchelf --set-rpath "$rpath:${lib.makeLibraryPath [ cudatoolkit_11.lib ]}" $file
# For some reason `makeLibraryPath` on `cudatoolkit_11` maps to
# <cudatoolkit_11.lib>/lib which is different from <cudatoolkit_11>/lib.
patchelf --set-rpath "$rpath:${cudatoolkit_11}/lib:${lib.makeLibraryPath [ cudatoolkit_11.lib ]}" $file
done
'';