[docker] Update Tutorial for Installing LightGBM GPU on Docker Environment

[NisuSan]

Description

The current tutorial for installing LightGBM GPU on Docker is outdated and requires revision. The use of the "nvidia/cuda:8.0-cudnn5-devel" image, as specified in the tutorial, is no longer viable due to its deprecation. Attempting to replace it with a newer image leads to the discovery that the file "libnvidia-opencl.so.1", essential for LightGBM GPU functionality, is missing in the newer image.

Reproducible example

You can use this repo

Request

I'm kindly request an update to the tutorial to reflect current best practices and compatible resources for installing LightGBM GPU on Docker. Specifically, addressing the absence of "libnvidia-opencl.so.1" in newer images and providing guidance on selecting suitable replacements for the deprecated resources would greatly benefit users seeking to utilize LightGBM GPU in Docker environments.

Additional Information

I also tried to follow the ways described here and here but it did not help

[jameslamb]

Thanks for the report.

Are you interested in contributing a fix?

[NisuSan]

Are you interested in contributing a fix?

I'll be glad to help :)

[jameslamb]

Great, thanks! You can open a draft pull request and then use comments on there to ask questions.