-
Notifications
You must be signed in to change notification settings - Fork 46
/
Copy pathDockerfile
125 lines (100 loc) · 3.62 KB
/
Dockerfile
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
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
# ==================================================================
# module list
# ------------------------------------------------------------------
# python 3.8 (apt)
# pytorch latest (pip)
# jupyterlab latest (pip)
# requirements latest (pip)
# jupyter/requirements latest (pip)
# ==================================================================
# Credits : modified from https://github.com/ufoym/deepo
# ------------------------------------------------------------------
FROM nvidia/cuda:10.2-cudnn7-devel-ubuntu18.04
ENV LANG C.UTF-8
ARG PYTHON_VERSION=3.8
RUN APT_INSTALL="apt-get install -y --no-install-recommends" && \
PIP_INSTALL="python -m pip --no-cache-dir install --upgrade" && \
GIT_CLONE="git clone --depth 10" && \
rm -rf /var/lib/apt/lists/* \
/etc/apt/sources.list.d/cuda.list \
/etc/apt/sources.list.d/nvidia-ml.list && \
apt-get update && \
# ==================================================================
# tools
# ------------------------------------------------------------------
DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
build-essential \
apt-utils \
ca-certificates \
wget \
git \
vim \
libssl-dev \
curl \
unzip \
unrar \
&& \
$GIT_CLONE https://github.com/Kitware/CMake ~/cmake && \
cd ~/cmake && \
./bootstrap && \
make -j"$(nproc)" install && \
# ==================================================================
# python
# ------------------------------------------------------------------
DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
software-properties-common \
&& \
add-apt-repository ppa:deadsnakes/ppa && \
apt-get update && \
DEBIAN_FRONTEND=noninteractive $APT_INSTALL \
python"$PYTHON_VERSION" \
python"$PYTHON_VERSION"-dev \
python3-distutils-extra \
&& \
wget -O ~/get-pip.py \
https://bootstrap.pypa.io/get-pip.py && \
python"$PYTHON_VERSION" ~/get-pip.py && \
ln -s /usr/bin/python"$PYTHON_VERSION" /usr/local/bin/python3 && \
ln -s /usr/bin/python"$PYTHON_VERSION" /usr/local/bin/python && \
$PIP_INSTALL \
setuptools \
&& \
# ==================================================================
# jupyter lab
# ------------------------------------------------------------------
$PIP_INSTALL \
jupyterlab \
&& \
# ==================================================================
# pytorch
# ------------------------------------------------------------------
$PIP_INSTALL \
future \
numpy \
protobuf \
enum34 \
pyyaml \
typing \
&& \
$PIP_INSTALL \
torch torchvision
# ==================================================================
# requirements
# ------------------------------------------------------------------
COPY requirements.txt /tmp/
RUN pip install -r /tmp/requirements.txt && \
rm /tmp/requirements.txt
# ==================================================================
# jupyter/requirements
# ------------------------------------------------------------------
COPY jupyter/requirements.txt /tmp/
RUN pip install -r /tmp/requirements.txt && \
rm /tmp/requirements.txt
# ==================================================================
# config & cleanup
# ------------------------------------------------------------------
RUN ldconfig && \
apt-get clean && \
apt-get autoremove && \
rm -rf /var/lib/apt/lists/* /tmp/* ~/*
EXPOSE 8888 8889 6006