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rocker/ml:4.4.1

Data Science
Languages & Frameworks
Machine Learning & AI
Index digest

sha256:327295f35a097a7ee2fec46804e0a285057c9918df1e4e12470e915e29e7de40

OS/ARCH

linux/amd64

Compressed size

5.76 GB

Last pushed

5 months by cboettig

Type

Image

Manifest digest

sha256:173f18426645642347eb0b4b4b355fcef3084402d944b5e315fc6b527bc90398

Image Layers

1ARG RELEASE0 B
2ARG LAUNCHPAD_BUILD_ARCH0 B
3LABEL org.opencontainers.image.ref.name=ubuntu0 B
4LABEL org.opencontainers.image.version=22.040 B
5ADD file ... in / 28.17 MB
6CMD ["/bin/bash"]0 B
7ENV NVARCH=x86_640 B
8ENV NVIDIA_REQUIRE_CUDA=cuda>=11.8 brand=tesla,driver>=470,driver<471 brand=unknown,driver>=470,driver<471 brand=nvidia,driver>=470,driver<4710 B
9ENV NV_CUDA_CUDART_VERSION=11.8.89-10 B
10ENV NV_CUDA_COMPAT_PACKAGE=cuda-compat-11-80 B
11ARG TARGETARCH0 B
12LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>0 B
13RUN |1 TARGETARCH=amd64 /bin/sh -c4.41 MB
14ENV CUDA_VERSION=11.8.00 B
15RUN |1 TARGETARCH=amd64 /bin/sh -c53.62 MB
16RUN |1 TARGETARCH=amd64 /bin/sh -c188 B
17ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin0 B
18ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib640 B
19COPY NGC-DL-CONTAINER-LICENSE / # buildkit6.72 KB
20ENV NVIDIA_VISIBLE_DEVICES=all0 B
21ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility0 B
22ENV NV_CUDA_LIB_VERSION=11.8.0-10 B
23ENV NV_NVTX_VERSION=11.8.86-10 B
24ENV NV_LIBNPP_VERSION=11.8.0.86-10 B
25ENV NV_LIBNPP_PACKAGE=libnpp-11-8=11.8.0.86-10 B
26ENV NV_LIBCUSPARSE_VERSION=11.7.5.86-10 B
27ENV NV_LIBCUBLAS_PACKAGE_NAME=libcublas-11-80 B
28ENV NV_LIBCUBLAS_VERSION=11.11.3.6-10 B
29ENV NV_LIBCUBLAS_PACKAGE=libcublas-11-8=11.11.3.6-10 B
30ENV NV_LIBNCCL_PACKAGE_NAME=libnccl20 B
31ENV NV_LIBNCCL_PACKAGE_VERSION=2.15.5-10 B
32ENV NCCL_VERSION=2.15.5-10 B
33ENV NV_LIBNCCL_PACKAGE=libnccl2=2.15.5-1+cuda11.80 B
34ARG TARGETARCH0 B
35LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>0 B
36RUN |1 TARGETARCH=amd64 /bin/sh -c1.28 GB
37RUN |1 TARGETARCH=amd64 /bin/sh -c62.2 KB
38COPY entrypoint.d/ /opt/nvidia/entrypoint.d/ # buildkit1.65 KB
39COPY nvidia_entrypoint.sh /opt/nvidia/ # buildkit1.49 KB
40ENV NVIDIA_PRODUCT_NAME=CUDA0 B
41ENTRYPOINT ["/opt/nvidia/nvidia_entrypoint.sh"]0 B
42ENV NV_CUDA_LIB_VERSION=11.8.0-10 B
43ENV NV_CUDA_CUDART_DEV_VERSION=11.8.89-10 B
44ENV NV_NVML_DEV_VERSION=11.8.86-10 B
45ENV NV_LIBCUSPARSE_DEV_VERSION=11.7.5.86-10 B
46ENV NV_LIBNPP_DEV_VERSION=11.8.0.86-10 B
47ENV NV_LIBNPP_DEV_PACKAGE=libnpp-dev-11-8=11.8.0.86-10 B
48ENV NV_LIBCUBLAS_DEV_VERSION=11.11.3.6-10 B
49ENV NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-11-80 B
50ENV NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-11-8=11.11.3.6-10 B
51ENV NV_CUDA_NSIGHT_COMPUTE_VERSION=11.8.0-10 B
52ENV NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-11-8=11.8.0-10 B
53ENV NV_NVPROF_VERSION=11.8.87-10 B
54ENV NV_NVPROF_DEV_PACKAGE=cuda-nvprof-11-8=11.8.87-10 B
55ENV NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev0 B
56ENV NV_LIBNCCL_DEV_PACKAGE_VERSION=2.15.5-10 B
57ENV NCCL_VERSION=2.15.5-10 B
58ENV NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.15.5-1+cuda11.80 B
59ARG TARGETARCH0 B
60LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>0 B
61RUN |1 TARGETARCH=amd64 /bin/sh -c2.29 GB
62RUN |1 TARGETARCH=amd64 /bin/sh -c86.16 KB
63ENV LIBRARY_PATH=/usr/local/cuda/lib64/stubs0 B
64ENV NV_CUDNN_VERSION=8.9.6.500 B
65ENV NV_CUDNN_PACKAGE_NAME=libcudnn80 B
66ENV NV_CUDNN_PACKAGE=libcudnn8=8.9.6.50-1+cuda11.80 B
67ENV NV_CUDNN_PACKAGE_DEV=libcudnn8-dev=8.9.6.50-1+cuda11.80 B
68ARG TARGETARCH0 B
69LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>0 B
70LABEL com.nvidia.cudnn.version=8.9.6.500 B
71RUN |1 TARGETARCH=amd64 /bin/sh -c1.34 GB
72ENV R_VERSION=4.4.10 B
73ENV R_HOME=/usr/local/lib/R0 B
74ENV TZ=Etc/UTC0 B
75COPY scripts/install_R_source.sh /rocker_scripts/install_R_source.sh # buildkit1.81 KB
76RUN /bin/sh -c /rocker_scripts/install_R_source.sh #186.02 MB
77ENV CRAN=https://p3m.dev/cran/__linux__/jammy/latest0 B
78ENV LANG=en_US.UTF-80 B
79COPY scripts/bin/ /rocker_scripts/bin/ # buildkit2.76 KB
80COPY scripts/setup_R.sh /rocker_scripts/setup_R.sh # buildkit1.5 KB
81RUN /bin/sh -c /rocker_scripts/setup_R.sh #26.31 MB
82CMD ["R"]0 B
83ENV NVBLAS_CONFIG_FILE=/etc/nvblas.conf0 B
84COPY scripts/config_R_cuda.sh /rocker_scripts/config_R_cuda.sh # buildkit1.07 KB
85RUN /bin/sh -c /rocker_scripts/config_R_cuda.sh #539 B
86ENV PYTHON_CONFIGURE_OPTS=--enable-shared0 B
87ENV RETICULATE_AUTOCONFIGURE=00 B
88ENV PURGE_BUILDDEPS=false0 B
89ENV VIRTUAL_ENV=/opt/venv0 B
90ENV PATH=/opt/venv/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/bin0 B
91COPY scripts/install_python.sh /rocker_scripts/install_python.sh # buildkit1.26 KB
92RUN /bin/sh -c /rocker_scripts/install_python.sh #39.34 MB
93COPY scripts/install_tidyverse.sh /rocker_scripts/install_tidyverse.sh # buildkit892 B
94RUN /bin/sh -c /rocker_scripts/install_tidyverse.sh #181.97 MB
95ENV S6_VERSION=v2.1.0.20 B
96ENV RSTUDIO_VERSION=2024.09.0+3750 B
97ENV DEFAULT_USER=rstudio0 B
98COPY scripts/install_rstudio.sh /rocker_scripts/install_rstudio.sh # buildkit1.9 KB
99COPY scripts/install_s6init.sh /rocker_scripts/install_s6init.sh # buildkit749 B
100COPY scripts/default_user.sh /rocker_scripts/default_user.sh # buildkit715 B
101COPY scripts/init_set_env.sh /rocker_scripts/init_set_env.sh # buildkit520 B
102COPY scripts/init_userconf.sh /rocker_scripts/init_userconf.sh # buildkit3.32 KB
103COPY scripts/pam-helper.sh /rocker_scripts/pam-helper.sh # buildkit341 B
104RUN /bin/sh -c /rocker_scripts/install_rstudio.sh #316.85 MB
105EXPOSE map[8787/tcp:{}]0 B
106CMD ["/init"]0 B
107COPY scripts/install_pandoc.sh /rocker_scripts/install_pandoc.sh # buildkit1.25 KB
108RUN /bin/sh -c /rocker_scripts/install_pandoc.sh #31.19 MB
109COPY scripts/install_quarto.sh /rocker_scripts/install_quarto.sh # buildkit1.06 KB
110RUN /bin/sh -c /rocker_scripts/install_quarto.sh #285.12 KB
111COPY scripts /rocker_scripts # buildkit17.93 KB

Command

 ARG RELEASE