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tensorflow/tfx:1.16.0.dev20240818

Manifest digest

sha256:fbcb33ebdb69834081f864cf434e8f6113289d6266ca2e4d0c014873a8b7f1fd

OS/ARCH

linux/amd64

Compressed size

14.97 GB

Last pushed

about 2 years by tfxoss

Type

Image

Manifest digest

sha256:fbcb33ebdb69834081f864cf434e8f6113289d6266ca2e4d0c014873a8b7f1fd

Image Layers

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 / 29.03 MB
6CMD ["/bin/bash"]0 B
7ENV NVARCH=x86_640 B
8ENV NVIDIA_REQUIRE_CUDA=cuda>=12.2 brand=tesla,driver>=470,driver<471 brand=unknown,driver>=470,driver<471 brand=nvidia,driver>=470,driver<4710 B
9ENV NV_CUDA_CUDART_VERSION=12.2.140-10 B
10ENV NV_CUDA_COMPAT_PACKAGE=cuda-compat-12-20 B
11ARG TARGETARCH0 B
12LABEL maintainer=NVIDIA CORPORATION <[email protected]>0 B
13RUN |1 TARGETARCH=amd64 /bin/sh -c4.41 MB
14ENV CUDA_VERSION=12.2.20 B
15RUN |1 TARGETARCH=amd64 /bin/sh -c53.48 MB
16RUN |1 TARGETARCH=amd64 /bin/sh -c184 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=12.2.2-10 B
23ENV NV_NVTX_VERSION=12.2.140-10 B
24ENV NV_LIBNPP_VERSION=12.2.1.4-10 B
25ENV NV_LIBNPP_PACKAGE=libnpp-12-2=12.2.1.4-10 B
26ENV NV_LIBCUSPARSE_VERSION=12.1.2.141-10 B
27ENV NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-20 B
28ENV NV_LIBCUBLAS_VERSION=12.2.5.6-10 B
29ENV NV_LIBCUBLAS_PACKAGE=libcublas-12-2=12.2.5.6-10 B
30ENV NV_LIBNCCL_PACKAGE_NAME=libnccl20 B
31ENV NV_LIBNCCL_PACKAGE_VERSION=2.19.3-10 B
32ENV NCCL_VERSION=2.19.3-10 B
33ENV NV_LIBNCCL_PACKAGE=libnccl2=2.19.3-1+cuda12.20 B
34ARG TARGETARCH0 B
35LABEL maintainer=NVIDIA CORPORATION <[email protected]>0 B
36RUN |1 TARGETARCH=amd64 /bin/sh -c1.18 GB
37RUN |1 TARGETARCH=amd64 /bin/sh -c62.34 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=12.2.2-10 B
43ENV NV_CUDA_CUDART_DEV_VERSION=12.2.140-10 B
44ENV NV_NVML_DEV_VERSION=12.2.140-10 B
45ENV NV_LIBCUSPARSE_DEV_VERSION=12.1.2.141-10 B
46ENV NV_LIBNPP_DEV_VERSION=12.2.1.4-10 B
47ENV NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-2=12.2.1.4-10 B
48ENV NV_LIBCUBLAS_DEV_VERSION=12.2.5.6-10 B
49ENV NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-20 B
50ENV NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-2=12.2.5.6-10 B
51ENV NV_CUDA_NSIGHT_COMPUTE_VERSION=12.2.2-10 B
52ENV NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-2=12.2.2-10 B
53ENV NV_NVPROF_VERSION=12.2.142-10 B
54ENV NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-2=12.2.142-10 B
55ENV NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev0 B
56ENV NV_LIBNCCL_DEV_PACKAGE_VERSION=2.19.3-10 B
57ENV NCCL_VERSION=2.19.3-10 B
58ENV NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.19.3-1+cuda12.20 B
59ARG TARGETARCH0 B
60LABEL maintainer=NVIDIA CORPORATION <[email protected]>0 B
61RUN |1 TARGETARCH=amd64 /bin/sh -c2.36 GB
62RUN |1 TARGETARCH=amd64 /bin/sh -c86.53 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+cuda12.20 B
67ENV NV_CUDNN_PACKAGE_DEV=libcudnn8-dev=8.9.6.50-1+cuda12.20 B
68ARG TARGETARCH0 B
69LABEL maintainer=NVIDIA CORPORATION <[email protected]>0 B
70LABEL com.nvidia.cudnn.version=8.9.6.500 B
71RUN |1 TARGETARCH=amd64 /bin/sh -c1.34 GB
72LABEL com.google.environment=Container: Minimal0 B
73ENV GCSFUSE_METADATA_IMAGE_TYPE=DLC0 B
74ENV LC_ALL=C.UTF-80 B
75ENV LANG=C.UTF-80 B
76ARG DEBIAN_FRONTEND=noninteractive0 B
77RUN |1 DEBIAN_FRONTEND=noninteractive /bin/sh -c131.89 MB
78COPY build/vm/packer/base/aptget-requirements.txt /aptget-requirements.txt # buildkit410 B
79RUN |1 DEBIAN_FRONTEND=noninteractive /bin/sh -c32 B
80RUN |1 DEBIAN_FRONTEND=noninteractive /bin/sh -c294.42 MB
81RUN |1 DEBIAN_FRONTEND=noninteractive /bin/sh -c208.31 MB
82RUN |1 DEBIAN_FRONTEND=noninteractive /bin/sh -c37.95 MB
83RUN |1 DEBIAN_FRONTEND=noninteractive /bin/sh -c798.76 KB
84RUN |1 DEBIAN_FRONTEND=noninteractive /bin/sh -c7.46 MB
85COPY build/vm/packer/generic/packages /opt/google # buildkit37.52 KB
86COPY build/vm/packer/clean/files/c2d/c2d-utils /opt/google/c2d-utils # buildkit10.67 KB
87COPY build/container/install_packages.sh /install_packages.sh # buildkit628 B
88ARG PY_VERSION0 B
89ENV ANACONDA_PYTHON_VERSION=3.100 B
90ENV DL_ANACONDA_HOME=/opt/conda0 B
91RUN |1 PY_VERSION=3.10 /bin/sh -c160.98 MB
92ENV PATH=/opt/conda/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin0 B
93ENV SHELL=/bin/bash0 B
94EXPOSE map[8080/tcp:{}]0 B
95VOLUME [/home/jupyter]0 B
96ENV LD_LIBRARY_PATH=/usr/local/cuda/lib64:/usr/local/cuda/lib:/usr/local/lib/x86_64-linux-gnu:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/nvidia/lib:/usr/local/nvidia/lib640 B
97RUN |1 PY_VERSION=3.10 /bin/sh -c744 B
98RUN |1 PY_VERSION=3.10 /bin/sh -c4.33 KB
99RUN |1 PY_VERSION=3.10 /bin/sh -c2.26 KB
100COPY build/package/packages/jupyter/ipython_kernel_config.py /etc/ipython/ipython_kernel_config.py # buildkit335 B
101COPY build/package/packages/jupyter/jupyter_notebook_config.py /opt/jupyter/.jupyter/jupyter_notebook_config.py # buildkit3.42 KB
102COPY build/package/conda/channels.json /opt/google/conda/channels.json # buildkit330 B
103COPY build/container/entrypoint.sh /entrypoint.sh # buildkit277 B
104RUN |1 PY_VERSION=3.10 /bin/sh -c277 B
105ENTRYPOINT ["/entrypoint.sh"]0 B
106COPY build/container/run_jupyter.sh /run_jupyter.sh # buildkit761 B
107RUN |1 PY_VERSION=3.10 /bin/sh -c761 B
108CMD ["/run_jupyter.sh"]0 B
109ARG VERSION0 B
110LABEL com.google.environment=Container: TensorFlow 2-150 B
111ARG CONTAINER_NAME0 B
112ENV CONTAINER_NAME=tf2-gpu/2-15+cu1220 B
113ARG DEBIAN_FRONTEND=noninteractive0 B
114RUN |3 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive182.69 KB
115RUN |3 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive3.12 GB
116RUN |3 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive2.46 KB
117ENV NODE_OPTIONS=--max-old-space-size=40960 B
118ARG ENABLE_MULTI_ENV0 B
119ENV ENABLE_MULTI_ENV=false0 B
120RUN |4 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive1.49 GB
121RUN |4 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive32 B
122RUN |4 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive1.45 KB
123RUN |4 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive1.44 KB
124RUN |4 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive42.38 MB
125ARG RELEASE0 B
126ARG PY_VERSION_TAG0 B
127ARG LICENSE_GCS_PATH=tf2-gpu/2-15+cu122-py3100 B
128RUN |7 VERSION=2-15 CONTAINER_NAME=tf2-gpu/2-15+cu122 DEBIAN_FRONTEND=noninteractive143.78 MB
129ARG ADDITIONAL_PACKAGES0 B
130ARG TFX_DEPENDENCY_SELECTOR0 B
131ENV TFX_DEPENDENCY_SELECTOR=NIGHTLY0 B
132COPY dir:dae68ed4063ed5961765bc99d0582315748cb0f45888740e816a5a059afa0291 in /opt/apache/beam 10.3 MB
133ENV pip=/opt/conda/bin/pip0 B
134ENTRYPOINT ["/opt/apache/beam/boot"]0 B
135LABEL [email protected]0 B
136|1 ADDITIONAL_PACKAGES=tensorflow==2.15.1 /bin/sh -c sed305 B
137|1 ADDITIONAL_PACKAGES=tensorflow==2.15.1 /bin/sh -c python4.79 MB
138COPY multi:6d0d9d5a75dffe2ae6ad6831acbb7300a4b901799776e770090f0e78de81d9b5 in /tfx/src/dist/ 4.28 MB
139WORKDIR /tfx/src0 B
140|1 ADDITIONAL_PACKAGES=tensorflow==2.15.1 /bin/sh -c MLSDK_WHEEL=$(find4.37 GB

Command

 ARG RELEASE