-
-
Notifications
You must be signed in to change notification settings - Fork 3
/
Copy path3.12.3.Dockerfile
238 lines (197 loc) · 10.3 KB
/
3.12.3.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
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
ARG CUDNN_VERSION=8.9.7.29
ARG CUDNN_VERSION_AMD64=${CUDNN_VERSION}
ARG CUDNN_VERSION_ARM64=${CUDNN_VERSION}
ARG CUDNN_CUDA_VERSION_MAJ_MIN=12.2
ARG LIBNVINFER_VERSION=10.0.1.6
ARG LIBNVINFER_VERSION_AMD64=${LIBNVINFER_VERSION}
ARG LIBNVINFER_VERSION_ARM64=${LIBNVINFER_VERSION}
ARG LIBNVINFER_CUDA_VERSION_MAJ_MIN=12.4
## CUDA_IMAGE
## ├── nvidia/cuda:12.5.0-runtime-ubuntu22.04
## └── nvidia/cuda:12.5.0-devel-ubuntu22.04
ARG BUILD_ON_IMAGE
ARG CUDNN_VERSION_MAJ=${CUDNN_VERSION%%.*}
ARG CUDNN_VERSION_MAJ=${CUDNN_VERSION_MAJ:-${CUDNN_VERSION_AMD64%%.*}}
ARG CUDNN_VERSION_MAJ=${CUDNN_VERSION_MAJ:-${CUDNN_VERSION_ARM64%%.*}}
ARG CUDA_IMAGE_FLAVOR
FROM ${BUILD_ON_IMAGE} AS cudnn8-runtime-amd64
ARG CUDNN_VERSION_AMD64
ARG CUDNN_CUDA_VERSION_MAJ_MIN
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_AMD64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN}"
FROM ${BUILD_ON_IMAGE} AS cudnn8-runtime-arm64
ARG CUDNN_VERSION_ARM64
ARG CUDNN_CUDA_VERSION_MAJ_MIN
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_ARM64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN}"
FROM ${BUILD_ON_IMAGE} AS cudnn8-devel-amd64
ARG CUDNN_VERSION_AMD64
ARG CUDNN_CUDA_VERSION_MAJ_MIN
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_AMD64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_DEV_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}
ENV NV_CUDNN_DEV_PACKAGE_NAME=libcudnn${NV_CUDNN_DEV_PACKAGE_VERSION%%.*}-dev
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN}"
ENV NV_CUDNN_DEV_PACKAGE="${NV_CUDNN_DEV_PACKAGE_NAME}=${NV_CUDNN_DEV_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN}"
FROM ${BUILD_ON_IMAGE} AS cudnn8-devel-arm64
ARG CUDNN_VERSION_ARM64
ARG CUDNN_CUDA_VERSION_MAJ_MIN
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_ARM64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_DEV_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}
ENV NV_CUDNN_DEV_PACKAGE_NAME=libcudnn${NV_CUDNN_DEV_PACKAGE_VERSION%%.*}-dev
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN}"
ENV NV_CUDNN_DEV_PACKAGE="${NV_CUDNN_DEV_PACKAGE_NAME}=${NV_CUDNN_DEV_PACKAGE_VERSION}-1+cuda${CUDNN_CUDA_VERSION_MAJ_MIN}"
FROM ${BUILD_ON_IMAGE} AS cudnn9-runtime-amd64
ARG CUDNN_VERSION_AMD64
ARG CUDNN_CUDA_VERSION_MAJ_MIN
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_AMD64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1"
FROM ${BUILD_ON_IMAGE} AS cudnn9-runtime-arm64
ARG CUDNN_VERSION_ARM64
ARG CUDNN_CUDA_VERSION_MAJ_MIN
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_ARM64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1"
FROM ${BUILD_ON_IMAGE} AS cudnn9-devel-amd64
ARG CUDNN_VERSION_AMD64
ARG CUDNN_CUDA_VERSION_MAJ_MIN
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_AMD64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_DEV_PACKAGE_VERSION=${CUDNN_VERSION_AMD64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN%%.*}
ENV NV_CUDNN_DEV_PACKAGE_NAME=libcudnn${NV_CUDNN_DEV_PACKAGE_VERSION%%.*}-dev-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1"
ENV NV_CUDNN_DEV_PACKAGE="${NV_CUDNN_DEV_PACKAGE_NAME}=${NV_CUDNN_DEV_PACKAGE_VERSION}-1"
FROM ${BUILD_ON_IMAGE} AS cudnn9-devel-arm64
ARG CUDNN_VERSION_ARM64
ARG CUDNN_CUDA_VERSION_MAJ_MIN
LABEL com.nvidia.cudnn.version="${CUDNN_VERSION_ARM64}"
ENV CUDNN_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_DEV_PACKAGE_VERSION=${CUDNN_VERSION_ARM64}
ENV NV_CUDNN_PACKAGE_NAME=libcudnn${NV_CUDNN_PACKAGE_VERSION%%.*}-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN%%.*}
ENV NV_CUDNN_DEV_PACKAGE_NAME=libcudnn${NV_CUDNN_DEV_PACKAGE_VERSION%%.*}-dev-cuda-${CUDNN_CUDA_VERSION_MAJ_MIN%%.*}
ENV NV_CUDNN_PACKAGE="${NV_CUDNN_PACKAGE_NAME}=${NV_CUDNN_PACKAGE_VERSION}-1"
ENV NV_CUDNN_DEV_PACKAGE="${NV_CUDNN_DEV_PACKAGE_NAME}=${NV_CUDNN_DEV_PACKAGE_VERSION}-1"
FROM cudnn${CUDNN_VERSION_MAJ}-${CUDA_IMAGE_FLAVOR}-${TARGETARCH}
ARG DEBIAN_FRONTEND=noninteractive
ARG LIBNVINFER_VERSION_AMD64
ARG LIBNVINFER_VERSION_ARM64
ARG LIBNVINFER_CUDA_VERSION_MAJ_MIN
ARG CUDA_HOME=/usr/local/cuda
ARG NVBLAS_CONFIG_FILE=/etc/nvblas.conf
ARG CUDA_IMAGE_FLAVOR
ARG CUPTI_AVAILABLE
ARG BUILD_START
ENV CUDA_HOME=${CUDA_HOME} \
NVBLAS_CONFIG_FILE=${NVBLAS_CONFIG_FILE} \
LD_LIBRARY_PATH=${LD_LIBRARY_PATH}${LD_LIBRARY_PATH:+:}${CUDA_HOME}/lib:${CUDA_HOME}/lib64${CUPTI_AVAILABLE:+:${CUDA_HOME}/extras/CUPTI/lib64} \
BUILD_DATE=${BUILD_START}
RUN cpuBlasLib="$(update-alternatives --query \
libblas.so.3-$(uname -m)-linux-gnu | grep Value | cut -f2 -d' ')" \
&& dpkgArch="$(dpkg --print-architecture)" \
&& CUDA_VERSION_MAJ_MIN_DASH=$(echo ${CUDA_VERSION%.*} | tr '.' '-') \
## Install the CUDA Runtime native dev links, headers
&& apt-get update \
&& apt-get -y install --no-install-recommends \
cuda-cudart-dev-${CUDA_VERSION_MAJ_MIN_DASH}=${NV_CUDA_CUDART_VERSION} \
## Keep apt from auto upgrading the CUDA Runtime packages
&& apt-mark hold \
cuda-cudart-${CUDA_VERSION_MAJ_MIN_DASH} \
cuda-cudart-dev-${CUDA_VERSION_MAJ_MIN_DASH} \
## Unminimise if the system has been minimised
&& if [ ${CUDA_IMAGE_FLAVOR} = "devel" -a $(command -v unminimize) ]; then \
sed -i "s/apt-get upgrade/#apt-get upgrade/g" "$(which unminimize)"; \
yes | unminimize; \
sed -i "s/#apt-get upgrade/apt-get upgrade/g" "$(which unminimize)"; \
fi \
## NVBLAS log configuration
&& touch /var/log/nvblas.log \
&& chown :users /var/log/nvblas.log \
&& chmod g+rw /var/log/nvblas.log \
## NVBLAS configuration using all compute-capable GPUs
&& echo "NVBLAS_LOGFILE /var/log/nvblas.log" > $NVBLAS_CONFIG_FILE \
&& echo "NVBLAS_CPU_BLAS_LIB $cpuBlasLib" >> $NVBLAS_CONFIG_FILE \
&& echo "NVBLAS_GPU_LIST ALL" >> $NVBLAS_CONFIG_FILE \
## Install cuDNN
&& apt-get -y install --no-install-recommends \
${NV_CUDNN_PACKAGE} \
${NV_CUDNN_DEV_PACKAGE} \
## Keep apt from auto upgrading the cuDNN packages
&& apt-mark hold \
${NV_CUDNN_PACKAGE_NAME} \
${NV_CUDNN_DEV_PACKAGE_NAME} \
## Install TensorRT
&& case "$dpkgArch" in \
amd64) LIBNVINFER_VERSION=$LIBNVINFER_VERSION_AMD64 ;; \
arm64) LIBNVINFER_VERSION=$LIBNVINFER_VERSION_ARM64 ;; \
*) echo "error: Architecture $dpkgArch unsupported"; exit 1 ;; \
esac \
## Install development libraries and headers
## if devel-flavor of CUDA image is used
&& if [ ${CUDA_IMAGE_FLAVOR} = "devel" ]; then \
dev="-dev"; \
if dpkg --compare-versions ${LIBNVINFER_VERSION} gt "8.6"; then \
headers="-headers"; \
fi; \
fi \
&& LIBNVINFER_VERSION_MAJ=${LIBNVINFER_VERSION%%.*} \
&& CUDA_VERSION_MAJ_MIN=${LIBNVINFER_CUDA_VERSION_MAJ_MIN:-${CUDA_VERSION%.*}} \
&& apt-get -y install --no-install-recommends \
libnvinfer${LIBNVINFER_VERSION_MAJ}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer${dev:-${LIBNVINFER_VERSION_MAJ}}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer${headers}${dev:-${LIBNVINFER_VERSION_MAJ}}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer-plugin${LIBNVINFER_VERSION_MAJ}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer-plugin${dev:-${LIBNVINFER_VERSION_MAJ}}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
libnvinfer${headers}-plugin${dev:-${LIBNVINFER_VERSION_MAJ}}=${LIBNVINFER_VERSION}-1+cuda${CUDA_VERSION_MAJ_MIN} \
## Keep apt from auto upgrading the libnvinfer packages
&& apt-mark hold \
libnvinfer${LIBNVINFER_VERSION_MAJ} \
libnvinfer${dev:-${LIBNVINFER_VERSION_MAJ}} \
libnvinfer${headers}${dev:-${LIBNVINFER_VERSION_MAJ}} \
libnvinfer-plugin${LIBNVINFER_VERSION_MAJ} \
libnvinfer-plugin${dev:-${LIBNVINFER_VERSION_MAJ}} \
libnvinfer${headers}-plugin${dev:-${LIBNVINFER_VERSION_MAJ}} \
## Create symlink when only newer TensorRT libraries are available
&& trtRunLib=$(ls -d /usr/lib/$(uname -m)-linux-gnu/* | \
grep 'libnvinfer.so.[0-9]\+$') \
&& trtPluLib=$(ls -d /usr/lib/$(uname -m)-linux-gnu/* | \
grep 'libnvinfer_plugin.so.[0-9]\+$') \
&& if [ "$(echo $trtRunLib | sed -n 's/.*.so.\([0-9]\+\)/\1/p')" -gt "8" ]; then \
## TensorFlow versions < 2.17 expect TensorRT libraries version 8.6.1/8.6.2
if [ "$dpkgArch" = "amd64" ]; then \
ln -rs $trtRunLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer.so.8.6.1; \
ln -rs $trtPluLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer_plugin.so.8.6.1; \
fi; \
if [ "$dpkgArch" = "arm64" ]; then \
ln -rs $trtRunLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer.so.8.6.2; \
ln -rs $trtPluLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer_plugin.so.8.6.2; \
fi; \
## TensorFlow versions < 2.15 expect TensorRT libraries version 8
ln -rs $trtRunLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer.so.8; \
ln -rs $trtPluLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer_plugin.so.8; \
fi \
&& if [ "$(echo $trtRunLib | sed -n 's/.*.so.\([0-9]\+\)/\1/p')" -gt "7" ]; then \
## TensorFlow versions < 2.12 expect TensorRT libraries version 7
ln -rs $trtRunLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer.so.7; \
ln -rs $trtPluLib /usr/lib/$(uname -m)-linux-gnu/libnvinfer_plugin.so.7; \
fi \
## Clean up
&& rm -rf /var/lib/apt/lists/*