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parallelo/k8s-perf-pytorch-mnist:v2

Manifest digest

sha256:8b0335c99a21baf708f91a15df60ebe9ed88b0dddbad850273a5cae4311a9e1b

OS/ARCH

linux/amd64

Compressed size

9.24 GB

Last pushed

over 3 years by parallelo

Type

Image

Manifest digest

sha256:8b0335c99a21baf708f91a15df60ebe9ed88b0dddbad850273a5cae4311a9e1b

Image Layers

Image Layers

1ADD file ... in / 27.25 MB
2CMD ["bash"]0 B
3RUN /bin/sh -c export DEBIAN_FRONTEND=noninteractive107.25 MB
4ARG CUDA_VERSION0 B
5ARG CUDA_DRIVER_VERSION0 B
6ARG JETPACK_HOST_MOUNTS0 B
7ENV CUDA_VERSION=12.0.1.010 CUDA_DRIVER_VERSION=525.85.11 CUDA_CACHE_DISABLE=1 NVIDIA_REQUIRE_JETPACK_HOST_MOUNTS=0 B
8RUN |3 CUDA_VERSION=12.0.1.010 CUDA_DRIVER_VERSION=525.85.11 JETPACK_HOST_MOUNTS=139.04 MB
9RUN |3 CUDA_VERSION=12.0.1.010 CUDA_DRIVER_VERSION=525.85.11 JETPACK_HOST_MOUNTS=177.86 KB
10ENV _CUDA_COMPAT_PATH=/usr/local/cuda/compat ENV=/etc/shinit_v2 BASH_ENV=/etc/bash.bashrc SHELL=/bin/bash0 B
11LABEL com.nvidia.volumes.needed=nvidia_driver com.nvidia.cuda.version=9.00 B
12ARG NCCL_VERSION0 B
13ARG CUBLAS_VERSION0 B
14ARG CUFFT_VERSION0 B
15ARG CURAND_VERSION0 B
16ARG CUSPARSE_VERSION0 B
17ARG CUSOLVER_VERSION0 B
18ARG CUTENSOR_VERSION0 B
19ARG NPP_VERSION0 B
20ARG NVJPEG_VERSION0 B
21ARG CUDNN_VERSION0 B
22ARG TRT_VERSION0 B
23ARG TRTOSS_VERSION0 B
24ARG NSIGHT_SYSTEMS_VERSION0 B
25ARG NSIGHT_COMPUTE_VERSION0 B
26ENV NCCL_VERSION=2.16.5 CUBLAS_VERSION=12.0.2.224 CUFFT_VERSION=11.0.1.95 CURAND_VERSION=10.3.1.1240 B
27RUN |17 CUDA_VERSION=12.0.1.010 CUDA_DRIVER_VERSION=525.85.11 JETPACK_HOST_MOUNTS=2.88 GB
28LABEL com.nvidia.nccl.version=2.16.5 com.nvidia.cublas.version=12.0.2.224 com.nvidia.cufft.version=11.0.1.95 com.nvidia.curand.version=10.3.1.1240 B
29ARG DALI_VERSION0 B
30ARG DALI_BUILD0 B
31ARG POLYGRAPHY_VERSION0 B
32ARG TRANSFORMER_ENGINE_VERSION0 B
33ENV DALI_VERSION=1.21.0 DALI_BUILD=6799315 POLYGRAPHY_VERSION=0.43.1 TRANSFORMER_ENGINE_VERSION=0.30 B
34ADD docs.tgz / # buildkit11.28 KB
35RUN |21 CUDA_VERSION=12.0.1.010 CUDA_DRIVER_VERSION=525.85.11 JETPACK_HOST_MOUNTS=185 B
36ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin LD_LIBRARY_PATH=/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64 NVIDIA_VISIBLE_DEVICES=all NVIDIA_DRIVER_CAPABILITIES=compute,utility,video0 B
37COPY entrypoint/ /opt/nvidia/ # buildkit4.97 KB
38ENV NVIDIA_PRODUCT_NAME=CUDA0 B
39ENTRYPOINT ["/opt/nvidia/nvidia_entrypoint.sh"]0 B
40COPY NVIDIA_Deep_Learning_Container_License.pdf /workspace/ # buildkit136.03 KB
41RUN /bin/sh -c export DEBIAN_FRONTEND=noninteractive38.88 MB
42ARG GDRCOPY_VERSION0 B
43ARG HPCX_VERSION0 B
44ARG RDMACORE_VERSION0 B
45ARG MOFED_VERSION=5.4-rdmacore36.00 B
46ARG OPENUCX_VERSION0 B
47ARG OPENMPI_VERSION0 B
48ENV GDRCOPY_VERSION=2.3 HPCX_VERSION=2.13 MOFED_VERSION=5.4-rdmacore36.0 OPENUCX_VERSION=1.14.00 B
49ARG TARGETARCH0 B
50RUN |7 GDRCOPY_VERSION=2.3 HPCX_VERSION=2.13 RDMACORE_VERSION=36.091.73 MB
51ENV OPAL_PREFIX=/opt/hpcx/ompi PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin0 B
52ENV OMPI_MCA_coll_hcoll_enable=00 B
53COPY cuda-*.patch /tmp # buildkit508 B
54RUN |7 GDRCOPY_VERSION=2.3 HPCX_VERSION=2.13 RDMACORE_VERSION=36.0901.56 MB
55ENV LIBRARY_PATH=/usr/local/cuda/lib64/stubs:0 B
56RUN |7 GDRCOPY_VERSION=2.3 HPCX_VERSION=2.13 RDMACORE_VERSION=36.032 B
57ENV NVIDIA_PRODUCT_NAME=PyTorch0 B
58ARG NVIDIA_PYTORCH_VERSION0 B
59ARG PYTORCH_BUILD_VERSION0 B
60ENV PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 PYTORCH_VERSION=1.14.0a0+44dac51 PYTORCH_BUILD_NUMBER=0 NVIDIA_PYTORCH_VERSION=23.010 B
61LABEL com.nvidia.pytorch.version=1.14.0a0+44dac510 B
62ARG TARGETARCH0 B
63ARG PYVER=3.80 B
64ENV PYVER=3.80 B
65RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd6452.27 MB
66ENV SETUPTOOLS_USE_DISTUTILS=stdlib0 B
67RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd648.95 MB
68RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd6426.21 MB
69WORKDIR /opt32 B
70ENV OPENBLAS_VERSION=0.3.200 B
71RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd6411.77 MB
72WORKDIR /opt/pytorch122 B
73COPY . . # buildkit299.04 MB
74ENV PYTHONIOENCODING=utf-80 B
75ENV LC_ALL=C.UTF-80 B
76ENV PIP_DEFAULT_TIMEOUT=1000 B
77RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd64865.08 MB
78RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd6450.02 MB
79RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd648.25 KB
80ENV NVM_DIR=/usr/local/nvm0 B
81RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd6464.77 MB
82COPY jupyter_notebook_config.py /usr/local/etc/jupyter/ # buildkit477 B
83ENV JUPYTER_PORT=88880 B
84ENV TENSORBOARD_PORT=60060 B
85EXPOSE map[8888/tcp:{}]0 B
86EXPOSE map[6006/tcp:{}]0 B
87RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd6414.26 MB
88RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd64140.85 MB
89ENV TORCH_CUDA_ARCH_LIST=5.2 6.0 6.1 7.00 B
90ENV CUDA_HOME=/usr/local/cuda0 B
91ENV PYTORCH_HOME=/opt/pytorch/pytorch0 B
92ENV TORCH_ALLOW_TF32_CUBLAS_OVERRIDE=10 B
93ENV USE_EXPERIMENTAL_CUDNN_V8_API=10 B
94RUN |4 NVIDIA_PYTORCH_VERSION=23.01 PYTORCH_BUILD_VERSION=1.14.0a0+44dac51 TARGETARCH=amd64697.12 MB
95RUN /bin/sh -c pip install33.67 MB
96RUN /bin/sh -c pip install428.03 MB
97ENV COCOAPI_VERSION=2.0+nv0.7.10 B
98RUN /bin/sh -c export COCOAPI_TAG=$(echo20.11 MB
99COPY singularity/ /.singularity.d/ # buildkit1.1 KB
100RUN /bin/sh -c ( cd66.83 MB
101RUN /bin/sh -c patch -d11.22 KB
102RUN /bin/sh -c pip uninstall1.4 MB
103RUN /bin/sh -c find /rapids2.17 GB
104WORKDIR /workspace32 B
105COPY NVREADME.md README.md # buildkit1.12 KB
106COPY docker-examples docker-examples # buildkit1.01 KB
107COPY examples examples # buildkit6.45 MB
108COPY tutorials tutorials # buildkit28.73 MB
109RUN /bin/sh -c chmod -R35.32 MB
110RUN /bin/sh -c set -x1.18 MB
111ENV PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/tensorrt/bin0 B
112RUN /bin/sh -c pip --version4.53 MB
113COPY torch_tensorrt/ /opt/pytorch/torch_tensorrt/ # buildkit53.98 MB
114ARG PYVER0 B
115RUN |1 PYVER=3.8 /bin/sh -c14.19 MB
116ENV LD_LIBRARY_PATH=/usr/local/lib/python3.8/dist-packages/torch/lib:/usr/local/lib/python3.8/dist-packages/torch_tensorrt/lib:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib640 B
117ENV PATH=/usr/local/lib/python3.8/dist-packages/torch_tensorrt/bin:/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/tensorrt/bin0 B
118RUN |1 PYVER=3.8 /bin/sh -c53.06 MB
119ENV TORCH_CUDNN_V8_API_ENABLED=10 B
120ENV CUDA_MODULE_LOADING=LAZY0 B
121RUN |1 PYVER=3.8 /bin/sh -c15.47 KB
122COPY entrypoint.d/ /opt/nvidia/entrypoint.d/ # buildkit509 B
123ARG NVIDIA_BUILD_ID0 B
124ENV NVIDIA_BUILD_ID=522690740 B
125LABEL com.nvidia.build.id=522690740 B
126ARG NVIDIA_BUILD_REF0 B
127LABEL com.nvidia.build.ref=5fd1de8d4db4f2b7b158e133c589be21fa6ec7a40 B
128RUN /bin/sh -c apt-get update355 B
129RUN /bin/sh -c mkdir pytorch-examples2.06 KB
130WORKDIR /workspace/pytorch-examples/mnist32 B
131RUN /bin/sh -c pip install3.38 MB
132CMD ["python" "./main.py"]0 B

Command

ADD file:9d282119af0c42bc823c95b4192a3350cf2cad670622017356dd2e637762e425 in /