|
1 | 1 | # 在线构建镜像 |
2 | 2 |
|
3 | | - |
4 | | - |
5 | | -扩展字段高级配置(例如): |
6 | | -``` |
7 | | -{ |
8 | | - "volume_mount":"kubeflow-user-workspace(pvc):/mnt,kubeflow-archives(pvc):/archives", |
9 | | - "resource_memory":"8G", |
10 | | - "resource_cpu": "4" |
11 | | -} |
12 | | -``` |
13 | | - |
14 | 3 | # 修改默认python版本 |
15 | 4 |
|
16 | 5 | rm /usr/bin/python |
|
55 | 44 | RUN apt-get install -y nodejs && npm config set unicode false |
56 | 45 |
|
57 | 46 |
|
58 | | - |
59 | | - |
60 | 47 | # 常用GPU基础镜像 |
61 | 48 |
|
62 | 49 | [构建脚本](https://github.com/data-infra/cube-studio/blob/main/images/ubuntu-gpu/build.sh) |
63 | 50 |
|
64 | | -### ubuntu |
65 | | -``` |
66 | | -cuda12.1.0-cudnn8 |
67 | | -- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda12.1.0-cudnn8 |
| 51 | +## ubuntu |
| 52 | + |
| 53 | +### cuda12.1.0-cudnn8 |
| 54 | + |
| 55 | +- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda12.1.0-cudnn8-amd64 |
| 56 | + |
| 57 | +python3.11 |
| 58 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda12.1.0-cudnn8-python3.11-amd64 |
| 59 | + |
| 60 | +python3.10 |
| 61 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda12.1.0-cudnn8-python3.10-amd64 |
68 | 62 |
|
69 | 63 | python3.9 |
70 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda12.1.0-cudnn8-python3.9 |
71 | | - |
72 | | -cuda11.8.0-cudnn8 |
73 | | -- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8 |
74 | | - |
75 | | -python3.7 |
76 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8-python3.7 |
77 | | - |
78 | | -python3.8 |
79 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8-python3.8 |
| 64 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda12.1.0-cudnn8-python3.9-amd64 |
| 65 | + |
| 66 | +### cuda11.8.0-cudnn8 |
| 67 | + |
| 68 | +- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8-amd64 |
| 69 | + |
| 70 | +python3.11 |
| 71 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8-python3.11-amd64 |
| 72 | + |
| 73 | +python3.10 |
| 74 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8-python3.10-amd64 |
80 | 75 |
|
81 | 76 | python3.9 |
82 | 77 | - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8-python3.9 |
83 | | - |
84 | | - |
85 | | -cuda11.0.3-cudnn8 |
86 | | -- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.0.3-cudnn8 |
87 | | - |
| 78 | + |
| 79 | +python3.8 |
| 80 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8-python3.8 |
| 81 | + |
88 | 82 | python3.7 |
89 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.0.3-cudnn8-python3.7 |
90 | | - |
| 83 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.8.0-cudnn8-python3.7 |
| 84 | + |
| 85 | +### cuda11.0.3-cudnn8 |
| 86 | +- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.0.3-cudnn8 |
| 87 | + |
91 | 88 | python3.8 |
92 | 89 | - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.0.3-cudnn8-python3.8 |
93 | 90 |
|
| 91 | +python3.7 |
| 92 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.0.3-cudnn8-python3.7 |
94 | 93 |
|
95 | | -cuda10.2-cudnn7 |
| 94 | +### cuda10.2-cudnn7 |
96 | 95 | - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.2-cudnn7 |
97 | | - |
98 | | -python3.7 |
99 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.2-cudnn7-python3.7 |
100 | | - |
| 96 | + |
101 | 97 | python3.8 |
102 | 98 | - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.2-cudnn7-python3.8 |
103 | 99 |
|
104 | | - |
105 | | -cuda10.1-cudnn7 |
106 | | -- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7 |
107 | | - |
108 | | -python3.6 |
109 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7-python3.6 |
110 | | - |
111 | 100 | python3.7 |
112 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7-python3.7 |
| 101 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.2-cudnn7-python3.7 |
113 | 102 |
|
| 103 | +### cuda10.1-cudnn7 |
| 104 | +- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7 |
| 105 | + |
114 | 106 | python3.8 |
115 | 107 | - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7-python3.8 |
116 | | - |
117 | | - |
118 | | -cuda10.0-cudnn7 |
119 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7 |
120 | | - |
121 | | -python3.6 |
122 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7-python3.6 |
123 | | - |
| 108 | + |
124 | 109 | python3.7 |
125 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7-python3.7 |
| 110 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7-python3.7 |
126 | 111 |
|
| 112 | +python3.6 |
| 113 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7-python3.6 |
| 114 | + |
| 115 | +### cuda10.0-cudnn7 |
| 116 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7 |
| 117 | + |
127 | 118 | python3.8 |
128 | 119 | - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7-python3.8 |
129 | | - |
130 | | - |
131 | | -cuda9.1-cudnn7 |
132 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7 |
133 | | - |
134 | | -python3.6 |
135 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7-python3.6 |
136 | | - |
| 120 | + |
137 | 121 | python3.7 |
138 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7-python3.7 |
| 122 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7-python3.7 |
139 | 123 |
|
| 124 | +python3.6 |
| 125 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7-python3.6 |
| 126 | + |
| 127 | +### cuda9.1-cudnn7 |
| 128 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7 |
| 129 | + |
140 | 130 | python3.8 |
141 | 131 | - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7-python3.8 |
142 | | - |
143 | 132 |
|
144 | | -cuda9.0-cudnn7 |
145 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7 |
146 | | - |
147 | | -python3.6 |
148 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7-python3.6 |
149 | | - |
150 | 133 | python3.7 |
151 | | - - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7-python3.7 |
| 134 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7-python3.7 |
152 | 135 |
|
| 136 | +python3.6 |
| 137 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7-python3.6 |
| 138 | + |
| 139 | +### cuda9.0-cudnn7 |
| 140 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7 |
| 141 | + |
153 | 142 | python3.8 |
154 | 143 | - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7-python3.8 |
| 144 | + |
| 145 | +python3.7 |
| 146 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7-python3.7 |
155 | 147 |
|
| 148 | +python3.6 |
| 149 | + - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7-python3.6 |
156 | 150 |
|
157 | | -cuda10.1-cuda10.0-cuda9.0-cudnn7.6 |
| 151 | +### cuda10.1-cuda10.0-cuda9.0-cudnn7.6 |
158 | 152 | - ccr.ccs.tencentyun.com/cube-studio/gpu:ubuntu18.04-python3.6-cuda10.1-cuda10.0-cuda9.0-cudnn7.6-base |
159 | | -``` |
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