-
Notifications
You must be signed in to change notification settings - Fork 3.8k
/
dockerfile-cli-only-distroless.gpu
75 lines (69 loc) · 2.91 KB
/
dockerfile-cli-only-distroless.gpu
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
# Copyright (c) 2020 The Rector and Visitors of the University of Virginia
#
# Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated
# documentation files (the "Software"), to deal in the Software without restriction, including without
# limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the
# Software, and to permit persons to whom the Software is furnished to do so, subject to the following
# conditions:
#
# The above copyright notice and this permission notice shall be included in all copies or substantial portions
# of the Software.
#
# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED
# TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF
# CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER
# DEALINGS IN THE SOFTWARE.
FROM nvidia/opencl:devel-ubuntu18.04 AS build
ARG DEBIAN_FRONTEND=noninteractive
ARG OPENCL_LIBRARIES=/usr/lib/x86_64-linux-gnu
ARG OPENCL_INCLUDE_DIR=/usr/include/CL
# SYSTEM
RUN apt-get update && apt-get install -y --no-install-recommends \
build-essential \
git \
ca-certificates \
libglib2.0-0 \
libxext6 \
libsm6 \
libxrender1 \
cmake \
libboost-dev \
libboost-system-dev \
libboost-filesystem-dev \
gcc \
g++ && \
rm -rf /var/lib/apt/lists/*
# LightGBM
WORKDIR /opt
RUN git clone --recursive --branch stable --depth 1 https://github.com/Microsoft/LightGBM && \
cd LightGBM && \
cmake -B build -S . -DUSE_GPU=1 -DOpenCL_LIBRARY=${OPENCL_LIBRARIES}/libOpenCL.so.1 -DOpenCL_INCLUDE_DIR=$OPENCL_INCLUDE_DIR && \
OPENCL_HEADERS=$OPENCL_INCLUDE_DIR LIBOPENCL=$OPENCL_LIBRARIES cmake --build build
FROM gcr.io/distroless/cc-debian10
COPY --from=build \
/opt/LightGBM/lightgbm \
/opt/LightGBM/lib_lightgbm.so \
/opt/LightGBM/
COPY --from=build \
/usr/lib/x86_64-linux-gnu/libOpenCL.so.1 \
/usr/lib/x86_64-linux-gnu/libboost_filesystem.so.1.65.1 \
/usr/lib/x86_64-linux-gnu/libboost_system.so.1.65.1 \
/usr/lib/x86_64-linux-gnu/libgomp.so.1 \
/usr/lib/x86_64-linux-gnu/libstdc++.so.6 \
/usr/lib/x86_64-linux-gnu/
COPY --from=build \
/lib/x86_64-linux-gnu/libm.so.6 \
/lib/x86_64-linux-gnu/libgcc_s.so.1 \
/lib/x86_64-linux-gnu/libpthread.so.0 \
/lib/x86_64-linux-gnu/libc.so.6 \
/lib/x86_64-linux-gnu/libdl.so.2 \
/lib/x86_64-linux-gnu/
COPY --from=build \
/lib64/ld-linux-x86-64.so.2 \
/lib64/
COPY --from=build /etc/OpenCL/vendors/nvidia.icd /etc/OpenCL/vendors/nvidia.icd
ENV PATH /opt/LightGBM:${PATH}
ENV LANG C.UTF-8
ENV LC_ALL C.UTF-8
ENTRYPOINT ["lightgbm"]