docker
Hub
ctrl+K
Sign inSign up

rocker/ml:4.2.3

Data Science
Languages & Frameworks
Machine Learning & AI
Index digest

sha256:92dc1cc1a917a76adbb7622e6573d633ad8aefbbb14fedfd1ac0b3ad8b8149c7

OS/ARCH

linux/amd64

Compressed size

5.63 GB

Last pushed

10 months by cboettig

Type

Image

Manifest digest

sha256:f40ac61bda2fd48fc22746f5ba01a6b9a6d2239623a9c2cfb6e9b094760003dc

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
72LABEL org.opencontainers.image.licenses=GPL-2.0-or-later org.opencontainers.image.source=https://github.com/rocker-org/rocker-versioned2 org.opencontainers.image.vendor=Rocker Project0 B
73ENV R_VERSION=4.2.30 B
74ENV R_HOME=/usr/local/lib/R0 B
75ENV TZ=Etc/UTC0 B
76ENV NVBLAS_CONFIG_FILE=/etc/nvblas.conf0 B
77ENV PYTHON_CONFIGURE_OPTS=--enable-shared0 B
78ENV RETICULATE_AUTOCONFIGURE=00 B
79ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/bin0 B
80COPY scripts/install_R_source.sh /rocker_scripts/install_R_source.sh # buildkit1.81 KB
81RUN /bin/sh -c /rocker_scripts/install_R_source.sh #181.76 MB
82ENV CRAN=https://p3m.dev/cran/__linux__/jammy/2023-04-200 B
83ENV LANG=en_US.UTF-80 B
84COPY scripts /rocker_scripts # buildkit24.25 KB
85RUN /bin/sh -c /rocker_scripts/setup_R.sh #26.31 MB
86RUN /bin/sh -c /rocker_scripts/config_R_cuda.sh #541 B
87RUN /bin/sh -c /rocker_scripts/install_python.sh #37.63 MB
88LABEL org.opencontainers.image.licenses=GPL-2.0-or-later org.opencontainers.image.source=https://github.com/rocker-org/rocker-versioned2 org.opencontainers.image.vendor=Rocker Project0 B
89ENV S6_VERSION=v2.1.0.20 B
90ENV RSTUDIO_VERSION=2023.03.0+3860 B
91ENV DEFAULT_USER=rstudio0 B
92ENV PANDOC_VERSION=default0 B
93ENV QUARTO_VERSION=default0 B
94RUN /bin/sh -c /rocker_scripts/install_rstudio.sh #250.4 MB
95RUN /bin/sh -c /rocker_scripts/install_pandoc.sh #26.6 KB
96RUN /bin/sh -c /rocker_scripts/install_quarto.sh #53.56 KB
97RUN /bin/sh -c /rocker_scripts/install_tidyverse.sh #154.76 MB
98EXPOSE map[8787/tcp:{}]0 B
99CMD ["/init"]0 B

Command

 ARG RELEASE