LightGBM GPU Compiled Source

Introduction

This is a LightGBM-GPU python-package compiled source code.

I upload it for backing it up.

If want to compile it on your on machine you can follow it on the official GPU-Tutorials or the references I give as follows.

Environment info

Operating System: Windows10

CPU: AMD Ryzen 7 1800X

GPU: Nvidia 1080Ti

Python version: Python 3.5.6 |Anaconda 4.2.0 (64-bit)| (default, Aug 26 2018, 16:05:27) [MSC v.1900 64 bit (AMD64)] on win32

LightGBM version: LightGBM 2.2.4

CMake version: 3.13.3

Boost version: boost_1_64_0

Reference

Win10 环境下，LightGBM GPU 版本的安装

LightGBM GPU-Targets

LightGBM Installation-Guide

LightGBM Python-package

LightGBM-gpu doesn't work on win10 even if I have figured and compiled right in CMake and no errors when specifying GPU parameters. issue#2221

Acknowledgements

@StrikerRUS, the LightGBM contributor who has helped me fix the problem of configurations and give some tips.

@Aragorn, the Chinese tutorial of LightGBM-GPU installment on Win10 in Zhihu which was the most full of details version I have met.