Namespace
projectmonai
Image / Tagmonai:1.2.0
Content Digestsha256:6d9a1295be915c30a4aa8038518c097ec208731682dc616de4078f62de897d1d
Details
2023-06-08 16:52:56 UTC
9.78 GB
Labels
-
com.nvidia.build.id55416458
-
com.nvidia.build.refc15133cb9cb047d0d9a13eb3230d6dac6285aaa2
-
com.nvidia.cublas.version12.1.0.26
-
com.nvidia.cuda.version9.0
-
com.nvidia.cudnn.version8.8.1.3+cuda12.0
-
com.nvidia.cufft.version11.0.2.4
-
com.nvidia.curand.version10.3.2.56
-
com.nvidia.cusolver.version11.4.4.55
-
com.nvidia.cusparse.version12.0.2.55
-
com.nvidia.cutensor.version1.6.2.3
-
com.nvidia.nccl.version2.17.1
-
com.nvidia.npp.version12.0.2.50
-
com.nvidia.nsightcompute.version2023.1.0.15
-
com.nvidia.nsightsystems.version2023.1.1.127
-
com.nvidia.nvjpeg.version12.1.0.39
-
com.nvidia.pytorch.version2.0.0a0+1767026
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com.nvidia.tensorrt.version8.5.3.1+cuda11.8.0.065+520.61.05+cublas11.11.3.6
-
com.nvidia.tensorrtoss.version
-
com.nvidia.volumes.needednvidia_driver
-
maintainermonai.contact@gmail.com
-
org.opencontainers.image.ref.nameubuntu
-
org.opencontainers.image.version20.04
Environment
BASH_ENV/etc/bash.bashrc
COCOAPI_VERSION2.0+nv0.7.1
CUBLAS_VERSION12.1.0.26
CUDA_CACHE_DISABLE1
CUDA_DRIVER_VERSION530.30.02
CUDA_HOME/usr/local/cuda
CUDA_MODULE_LOADINGLAZY
CUDA_VERSION12.1.0.023
CUDNN_VERSION8.8.1.3+cuda12.0
CUFFT_VERSION11.0.2.4
CURAND_VERSION10.3.2.56
CUSOLVER_VERSION11.4.4.55
CUSPARSE_VERSION12.0.2.55
CUTENSOR_VERSION1.6.2.3
DALI_BUILD7355174
DALI_VERSION1.23.0
ENV/etc/shinit_v2
GDRCOPY_VERSION2.3
HPCX_VERSION2.13
JUPYTER_PORT8888
LC_ALLC.UTF-8
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/lib64:/usr/local/cuda-11/lib64
LIBRARY_PATH/usr/local/cuda/lib64/stubs:
MOFED_VERSION5.4-rdmacore36.0
NCCL_VERSION2.17.1
NPP_VERSION12.0.2.50
NSIGHT_COMPUTE_VERSION2023.1.0.15
NSIGHT_SYSTEMS_VERSION2023.1.1.127
NVIDIA_BUILD_ID55416458
NVIDIA_DRIVER_CAPABILITIEScompute,utility,video
NVIDIA_PRODUCT_NAMEPyTorch
NVIDIA_PYTORCH_VERSION23.03
NVIDIA_REQUIRE_CUDAcuda>=9.0
NVIDIA_REQUIRE_JETPACK_HOST_MOUNTS NVIDIA_VISIBLE_DEVICESall
NVJPEG_VERSION12.1.0.39
NVM_DIR/usr/local/nvm
OMPI_MCA_coll_hcoll_enable0
OPAL_PREFIX/opt/hpcx/ompi
OPENBLAS_VERSION0.3.20
OPENMPI_VERSION4.1.4
OPENUCX_VERSION1.14.0
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/bin:/opt/tools:/opt/tools/ngc-cli:/opt/tools
PIP_DEFAULT_TIMEOUT100
POLYGRAPHY_VERSION0.44.2
PYTHONIOENCODINGutf-8
PYTORCH_BUILD_NUMBER0
PYTORCH_BUILD_VERSION2.0.0a0+1767026
PYTORCH_HOME/opt/pytorch/pytorch
PYTORCH_VERSION2.0.0a0+1767026
PYVER3.8
RDMACORE_VERSION36.0
SETUPTOOLS_USE_DISTUTILSstdlib
SHELL/bin/bash
TENSORBOARD_PORT6006
TORCH_ALLOW_TF32_CUBLAS_OVERRIDE1
TORCH_CUDA_ARCH_LIST5.2 6.0 6.1 7.0 7.5 8.0 8.6 9.0+PTX
TORCH_CUDNN_V8_API_ENABLED1
TRANSFORMER_ENGINE_VERSION0.6
TRTOSS_VERSION TRT_VERSION8.5.3.1+cuda11.8.0.065+520.61.05+cublas11.11.3.6
USE_EXPERIMENTAL_CUDNN_V8_API1
_CUDA_COMPAT_PATH/usr/local/cuda/compat
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History
/bin/sh -c #(nop) ARG RELEASE
2023-02-01 11:42:37 UTC/bin/sh -c #(nop) ARG LAUNCHPAD_BUILD_ARCH
2023-02-01 11:42:37 UTC/bin/sh -c #(nop) LABEL org.opencontainers.image.ref.name=ubuntu
2023-02-01 11:42:37 UTC/bin/sh -c #(nop) LABEL org.opencontainers.image.version=20.04
2023-02-01 11:42:39 UTC/bin/sh -c #(nop) ADD file:8b180a9b4497de0c6e131d6b48cf5c69a885379e63033ab9639d1655991e626c in /
2023-02-01 11:42:39 UTC/bin/sh -c #(nop) CMD ["/bin/bash"]
2023-03-01 21:08:55 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c export DEBIAN_FRONTEND=noninteractive && apt-get update && apt-get install -y --no-install-recommends apt-utils build-essential ca-certificates curl libncurses5 libncursesw5 patch wget rsync unzip jq gnupg libtcmalloc-minimal4 # buildkit
2023-03-01 21:09:17 UTC (buildkit.dockerfile.v0)ARG CUDA_VERSION
2023-03-01 21:09:17 UTC (buildkit.dockerfile.v0)ARG CUDA_DRIVER_VERSION
2023-03-01 21:09:17 UTC (buildkit.dockerfile.v0)ARG JETPACK_HOST_MOUNTS
2023-03-01 21:09:17 UTC (buildkit.dockerfile.v0)ENV CUDA_VERSION=12.1.0.023 CUDA_DRIVER_VERSION=530.30.02 CUDA_CACHE_DISABLE=1 NVIDIA_REQUIRE_JETPACK_HOST_MOUNTS=
2023-03-01 21:09:17 UTC (buildkit.dockerfile.v0)RUN |3 CUDA_VERSION=12.1.0.023 CUDA_DRIVER_VERSION=530.30.02 JETPACK_HOST_MOUNTS= /bin/sh -c /nvidia/build-scripts/installCUDA.sh # buildkit
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)RUN |3 CUDA_VERSION=12.1.0.023 CUDA_DRIVER_VERSION=530.30.02 JETPACK_HOST_MOUNTS= /bin/sh -c cp -vprd /nvidia/. / && patch -p0 < /etc/startup_scripts.patch && rm -f /etc/startup_scripts.patch # buildkit
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ENV _CUDA_COMPAT_PATH=/usr/local/cuda/compat ENV=/etc/shinit_v2 BASH_ENV=/etc/bash.bashrc SHELL=/bin/bash NVIDIA_REQUIRE_CUDA=cuda>=9.0
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)LABEL com.nvidia.volumes.needed=nvidia_driver com.nvidia.cuda.version=9.0
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG NCCL_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG CUBLAS_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG CUFFT_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG CURAND_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG CUSPARSE_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG CUSOLVER_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG CUTENSOR_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG NPP_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG NVJPEG_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG CUDNN_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG TRT_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG TRTOSS_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG NSIGHT_SYSTEMS_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ARG NSIGHT_COMPUTE_VERSION
2023-03-01 21:09:18 UTC (buildkit.dockerfile.v0)ENV NCCL_VERSION=2.17.1 CUBLAS_VERSION=12.1.0.26 CUFFT_VERSION=11.0.2.4 CURAND_VERSION=10.3.2.56 CUSPARSE_VERSION=12.0.2.55 CUSOLVER_VERSION=11.4.4.55 CUTENSOR_VERSION=1.6.2.3 NPP_VERSION=12.0.2.50 NVJPEG_VERSION=12.1.0.39 CUDNN_VERSION=8.8.1.3+cuda12.0 TRT_VERSION=8.5.3.1+cuda11.8.0.065+520.61.05+cublas11.11.3.6 TRTOSS_VERSION= NSIGHT_SYSTEMS_VERSION=2023.1.1.127 NSIGHT_COMPUTE_VERSION=2023.1.0.15
2023-03-01 21:12:58 UTC (buildkit.dockerfile.v0)RUN |17 CUDA_VERSION=12.1.0.023 CUDA_DRIVER_VERSION=530.30.02 JETPACK_HOST_MOUNTS= NCCL_VERSION=2.17.1 CUBLAS_VERSION=12.1.0.26 CUFFT_VERSION=11.0.2.4 CURAND_VERSION=10.3.2.56 CUSPARSE_VERSION=12.0.2.55 CUSOLVER_VERSION=11.4.4.55 CUTENSOR_VERSION=1.6.2.3 NPP_VERSION=12.0.2.50 NVJPEG_VERSION=12.1.0.39 CUDNN_VERSION=8.8.1.3+cuda12.0 TRT_VERSION=8.5.3.1+cuda11.8.0.065+520.61.05+cublas11.11.3.6 TRTOSS_VERSION= NSIGHT_SYSTEMS_VERSION=2023.1.1.127 NSIGHT_COMPUTE_VERSION=2023.1.0.15 /bin/sh -c /nvidia/build-scripts/installNCCL.sh && /nvidia/build-scripts/installLIBS.sh && /nvidia/build-scripts/installCUDNN.sh && /nvidia/build-scripts/installTRT.sh && /nvidia/build-scripts/installNSYS.sh && /nvidia/build-scripts/installNCU.sh && /nvidia/build-scripts/installCUTENSOR.sh # buildkit
2023-03-01 21:12:58 UTC (buildkit.dockerfile.v0)LABEL com.nvidia.nccl.version=2.17.1 com.nvidia.cublas.version=12.1.0.26 com.nvidia.cufft.version=11.0.2.4 com.nvidia.curand.version=10.3.2.56 com.nvidia.cusparse.version=12.0.2.55 com.nvidia.cusolver.version=11.4.4.55 com.nvidia.cutensor.version=1.6.2.3 com.nvidia.npp.version=12.0.2.50 com.nvidia.nvjpeg.version=12.1.0.39 com.nvidia.cudnn.version=8.8.1.3+cuda12.0 com.nvidia.tensorrt.version=8.5.3.1+cuda11.8.0.065+520.61.05+cublas11.11.3.6 com.nvidia.tensorrtoss.version= com.nvidia.nsightsystems.version=2023.1.1.127 com.nvidia.nsightcompute.version=2023.1.0.15
2023-03-01 21:12:58 UTC (buildkit.dockerfile.v0)ARG DALI_VERSION
2023-03-01 21:12:58 UTC (buildkit.dockerfile.v0)ARG DALI_BUILD
2023-03-01 21:12:58 UTC (buildkit.dockerfile.v0)ARG POLYGRAPHY_VERSION
2023-03-01 21:12:58 UTC (buildkit.dockerfile.v0)ARG TRANSFORMER_ENGINE_VERSION
2023-03-01 21:12:58 UTC (buildkit.dockerfile.v0)ENV DALI_VERSION=1.23.0 DALI_BUILD=7355174 POLYGRAPHY_VERSION=0.44.2 TRANSFORMER_ENGINE_VERSION=0.6
2023-03-01 21:12:58 UTC (buildkit.dockerfile.v0)ADD docs.tgz / # buildkit
2023-03-01 21:12:59 UTC (buildkit.dockerfile.v0)RUN |21 CUDA_VERSION=12.1.0.023 CUDA_DRIVER_VERSION=530.30.02 JETPACK_HOST_MOUNTS= NCCL_VERSION=2.17.1 CUBLAS_VERSION=12.1.0.26 CUFFT_VERSION=11.0.2.4 CURAND_VERSION=10.3.2.56 CUSPARSE_VERSION=12.0.2.55 CUSOLVER_VERSION=11.4.4.55 CUTENSOR_VERSION=1.6.2.3 NPP_VERSION=12.0.2.50 NVJPEG_VERSION=12.1.0.39 CUDNN_VERSION=8.8.1.3+cuda12.0 TRT_VERSION=8.5.3.1+cuda11.8.0.065+520.61.05+cublas11.11.3.6 TRTOSS_VERSION= NSIGHT_SYSTEMS_VERSION=2023.1.1.127 NSIGHT_COMPUTE_VERSION=2023.1.0.15 DALI_VERSION=1.23.0 DALI_BUILD=7355174 POLYGRAPHY_VERSION=0.44.2 TRANSFORMER_ENGINE_VERSION=0.6 /bin/sh -c echo "/usr/local/nvidia/lib" >> /etc/ld.so.conf.d/nvidia.conf && echo "/usr/local/nvidia/lib64" >> /etc/ld.so.conf.d/nvidia.conf # buildkit
2023-03-01 21:12:59 UTC (buildkit.dockerfile.v0)ARG _LIBPATH_SUFFIX
2023-03-01 21:12:59 UTC (buildkit.dockerfile.v0)ENV 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:/usr/local/cuda-11/lib64 NVIDIA_VISIBLE_DEVICES=all NVIDIA_DRIVER_CAPABILITIES=compute,utility,video
2023-03-01 21:12:59 UTC (buildkit.dockerfile.v0)COPY entrypoint/ /opt/nvidia/ # buildkit
2023-03-01 21:12:59 UTC (buildkit.dockerfile.v0)ENV NVIDIA_PRODUCT_NAME=CUDA
2023-03-01 21:12:59 UTC (buildkit.dockerfile.v0)ENTRYPOINT ["/opt/nvidia/nvidia_entrypoint.sh"]
2023-03-01 21:12:59 UTC (buildkit.dockerfile.v0)COPY NVIDIA_Deep_Learning_Container_License.pdf /workspace/ # buildkit
2023-03-01 21:31:40 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c export DEBIAN_FRONTEND=noninteractive && apt-get update && apt-get install -y --no-install-recommends build-essential git libglib2.0-0 less libnl-route-3-200 libnl-3-dev libnl-route-3-dev libnuma-dev libnuma1 libpmi2-0-dev nano numactl openssh-client vim wget && rm -rf /var/lib/apt/lists/* # buildkit
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ARG GDRCOPY_VERSION
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ARG HPCX_VERSION
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ARG RDMACORE_VERSION
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ARG MOFED_VERSION=5.4-rdmacore36.0
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ARG OPENUCX_VERSION
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ARG OPENMPI_VERSION
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ENV GDRCOPY_VERSION=2.3 HPCX_VERSION=2.13 MOFED_VERSION=5.4-rdmacore36.0 OPENUCX_VERSION=1.14.0 OPENMPI_VERSION=4.1.4 RDMACORE_VERSION=36.0
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ARG TARGETARCH
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)RUN |7 GDRCOPY_VERSION=2.3 HPCX_VERSION=2.13 RDMACORE_VERSION=36.0 MOFED_VERSION=5.4-rdmacore36.0 OPENUCX_VERSION=1.14.0 OPENMPI_VERSION=4.1.4 TARGETARCH=amd64 /bin/sh -c cd /nvidia && ( cd opt/rdma-core/ && dpkg -i libibverbs1_*.deb libibverbs-dev_*.deb librdmacm1_*.deb librdmacm-dev_*.deb libibumad3_*.deb libibumad-dev_*.deb ibverbs-utils_*.deb ibverbs-providers_*.deb && rm $(dpkg-query -L libibverbs-dev librdmacm-dev libibumad-dev | grep "\(\.so\|\.a\)$") ) && ( cd opt/gdrcopy/ && dpkg -i libgdrapi_*.deb ) && ( cp -r opt/hpcx /opt/ && cp etc/ld.so.conf.d/hpcx.conf /etc/ld.so.conf.d/ && ln -sf /opt/hpcx/ompi /usr/local/mpi && ln -sf /opt/hpcx/ucx /usr/local/ucx && sed -i 's/^\(hwloc_base_binding_policy\) = core$/\1 = none/' /opt/hpcx/ompi/etc/openmpi-mca-params.conf && sed -i 's/^\(btl = self\)$/#\1/' /opt/hpcx/ompi/etc/openmpi-mca-params.conf ) && ldconfig # buildkit
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ENV OPAL_PREFIX=/opt/hpcx/ompi PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)ENV OMPI_MCA_coll_hcoll_enable=0
2023-03-01 21:31:43 UTC (buildkit.dockerfile.v0)COPY cuda-*.patch /tmp # buildkit
2023-03-01 21:36:49 UTC (buildkit.dockerfile.v0)RUN |7 GDRCOPY_VERSION=2.3 HPCX_VERSION=2.13 RDMACORE_VERSION=36.0 MOFED_VERSION=5.4-rdmacore36.0 OPENUCX_VERSION=1.14.0 OPENMPI_VERSION=4.1.4 TARGETARCH=amd64 /bin/sh -c export DEVEL=1 BASE=0 && /nvidia/build-scripts/installNCU.sh && /nvidia/build-scripts/installCUDA.sh && /nvidia/build-scripts/installLIBS.sh && /nvidia/build-scripts/installNCCL.sh && /nvidia/build-scripts/installCUDNN.sh && /nvidia/build-scripts/installCUTENSOR.sh && /nvidia/build-scripts/installTRT.sh && /nvidia/build-scripts/installNSYS.sh && if [ -f "/tmp/cuda-${_CUDA_VERSION_MAJMIN}.patch" ]; then patch -p0 < /tmp/cuda-${_CUDA_VERSION_MAJMIN}.patch; fi && rm -f /tmp/cuda-*.patch # buildkit
2023-03-01 21:36:49 UTC (buildkit.dockerfile.v0)ENV LIBRARY_PATH=/usr/local/cuda/lib64/stubs:
2023-03-01 21:36:49 UTC (buildkit.dockerfile.v0)RUN |7 GDRCOPY_VERSION=2.3 HPCX_VERSION=2.13 RDMACORE_VERSION=36.0 MOFED_VERSION=5.4-rdmacore36.0 OPENUCX_VERSION=1.14.0 OPENMPI_VERSION=4.1.4 TARGETARCH=amd64 /bin/sh -c if [[ "$CUDA_VERSION" == "11.2.1.007" && $(dpkg --print-architecture) == "amd64" ]]; then wget http://sqrl.nvidia.com/dldata/sgodithi/bug3254800/cicc >/dev/null 2>&1 && cp cicc /usr/local/cuda/nvvm/bin/. ; fi # buildkit
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)ENV NVIDIA_PRODUCT_NAME=PyTorch
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)ARG NVIDIA_PYTORCH_VERSION
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)ARG PYTORCH_BUILD_VERSION
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)ENV PYTORCH_BUILD_VERSION=2.0.0a0+1767026 PYTORCH_VERSION=2.0.0a0+1767026 PYTORCH_BUILD_NUMBER=0 NVIDIA_PYTORCH_VERSION=23.03
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)LABEL com.nvidia.pytorch.version=2.0.0a0+1767026
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)ARG TARGETARCH
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)ARG PYVER=3.8
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)ENV PYVER=3.8
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c export PYSFX=`echo "$PYVER" | cut -c1-1` && export DEBIAN_FRONTEND=noninteractive && apt-get update && apt-get install -y --no-install-recommends python$PYVER-dev python$PYSFX python$PYSFX-dev python$PYSFX-distutils python-is-python$PYSFX autoconf automake libatlas-base-dev libgoogle-glog-dev libbz2-dev libleveldb-dev liblmdb-dev libprotobuf-dev libsnappy-dev libtool nasm protobuf-compiler pkg-config unzip sox libsndfile1 libpng-dev libhdf5-103 libhdf5-dev gfortran rapidjson-dev ninja-build libedit-dev build-essential && rm -rf /var/lib/apt/lists/* # buildkit
2023-03-02 06:56:30 UTC (buildkit.dockerfile.v0)ENV SETUPTOOLS_USE_DISTUTILS=stdlib
2023-03-02 06:56:46 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c curl -O https://bootstrap.pypa.io/get-pip.py && python get-pip.py && rm get-pip.py # buildkit
2023-03-02 06:56:58 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c pip install --no-cache-dir pip==21.2.4 setuptools==65.5.1 && pip install --no-cache-dir cmake==3.24.1.1 # buildkit
2023-03-06 07:05:36 UTC (buildkit.dockerfile.v0)WORKDIR /opt
2023-03-06 07:05:36 UTC (buildkit.dockerfile.v0)ENV OPENBLAS_VERSION=0.3.20
2023-03-02 06:59:04 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c wget -q -O - https://github.com/xianyi/OpenBLAS/archive/refs/tags/v${OPENBLAS_VERSION}.tar.gz | tar -xzf - && cd OpenBLAS-${OPENBLAS_VERSION} && time make FC=gfortran USE_OPENMP=1 -j && time make PREFIX=/usr/local install && cd ../ && rm -rf OpenBLAS-${OPENBLAS_VERSION} # buildkit
2023-03-02 06:59:04 UTC (buildkit.dockerfile.v0)WORKDIR /opt/pytorch
2023-03-15 21:56:44 UTC (buildkit.dockerfile.v0)COPY . . # buildkit
2023-03-15 21:56:44 UTC (buildkit.dockerfile.v0)ENV PYTHONIOENCODING=utf-8
2023-03-15 21:56:44 UTC (buildkit.dockerfile.v0)ENV LC_ALL=C.UTF-8
2023-03-15 21:56:44 UTC (buildkit.dockerfile.v0)ENV PIP_DEFAULT_TIMEOUT=100
2023-03-15 21:58:06 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c pip install --no-cache-dir numpy==1.22.2 scipy==1.6.3 PyYAML>=5.4.1 astunparse typing_extensions cffi spacy mock tqdm librosa==0.9.2 expecttest==0.1.3 hypothesis==5.35.1 xdoctest==1.0.2 pytest pytest-xdist pytest-rerunfailures pytest-shard pybind11 Cython regex>=2020.1.8 protobuf==3.20.1 && if [[ $TARGETARCH = "amd64" ]] ; then pip install --no-cache-dir mkl==2021.1.1 mkl-include==2021.1.1 mkl-devel==2021.1.1 ; fi # buildkit
2023-03-15 21:58:35 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c git config --global url."https://github".insteadOf git://github && pip install --no-cache-dir notebook==6.4.10 jupyterlab==2.3.2 python-hostlist && pip install --no-cache-dir tensorboard==2.9.0 # buildkit
2023-03-15 21:58:35 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c PATCHED_FILE=$(python -c "from tensorboard.plugins.core import core_plugin as _; print(_.__file__)") && sed -i 's/^\( *"--bind_all",\)$/\1 default=True,/' "$PATCHED_FILE" && test $(grep '^ *"--bind_all", default=True,$' "$PATCHED_FILE" | wc -l) -eq 1 # buildkit
2023-03-15 21:58:35 UTC (buildkit.dockerfile.v0)ENV NVM_DIR=/usr/local/nvm
2023-03-15 22:01:59 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c pip install --disable-pip-version-check --no-cache-dir git+https://github.com/cliffwoolley/jupyter_tensorboard.git@0.2.0+nv21.03 && mkdir -p $NVM_DIR && curl -Lo- https://raw.githubusercontent.com/nvm-sh/nvm/v0.39.3/install.sh | bash && source "$NVM_DIR/nvm.sh" && nvm install 16.19.1 node && jupyter labextension install jupyterlab_tensorboard && jupyter serverextension enable jupyterlab && pip install --no-cache-dir jupytext && jupyter labextension install jupyterlab-jupytext@1.2.2 && ( cd /usr/local/share/jupyter/lab/staging && npm prune --production ) && npm cache clean --force && rm -rf /usr/local/share/.cache && echo "source $NVM_DIR/nvm.sh" >> /etc/bash.bashrc && mv /root/.jupyter/jupyter_notebook_config.json /usr/local/etc/jupyter/ && jupyter lab clean # buildkit
2023-03-15 22:01:59 UTC (buildkit.dockerfile.v0)COPY jupyter_notebook_config.py /usr/local/etc/jupyter/ # buildkit
2023-03-15 22:01:59 UTC (buildkit.dockerfile.v0)ENV JUPYTER_PORT=8888
2023-03-15 22:01:59 UTC (buildkit.dockerfile.v0)ENV TENSORBOARD_PORT=6006
2023-03-15 22:01:59 UTC (buildkit.dockerfile.v0)EXPOSE map[8888/tcp:{}]
2023-03-15 22:01:59 UTC (buildkit.dockerfile.v0)EXPOSE map[6006/tcp:{}]
2023-03-15 22:07:43 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c OPENCV_VERSION=4.6.0 && cd / && wget -q -O - https://github.com/opencv/opencv/archive/${OPENCV_VERSION}.tar.gz | tar -xzf - && cd /opencv-${OPENCV_VERSION} && cmake -GNinja -Bbuild -H. -DWITH_CUDA=OFF -DWITH_1394=OFF -DPYTHON3_PACKAGES_PATH="/usr/local/lib/python${PYVER}/dist-packages" -DBUILD_opencv_cudalegacy=OFF -DBUILD_opencv_stitching=OFF -DWITH_IPP=OFF -DWITH_PROTOBUF=OFF && cmake --build build --target install && cd modules/python/package && pip install --no-cache-dir --disable-pip-version-check -v . && rm -rf /opencv-${OPENCV_VERSION} # buildkit
2023-03-15 22:20:52 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c cd magma-cuda && cmake -H. -Bbuild -DUSE_FORTRAN=OFF -DGPU_TARGET="All" -DBUILD_SHARED_LIBS=OFF -DCMAKE_CXX_FLAGS="-fPIC" -DCMAKE_C_FLAGS="-fPIC" -DCUDA_NVCC_FLAGS="-Xfatbin;-compress-all;-DHAVE_CUBLAS;-std=c++11;--threads=0;" -GNinja && cmake --build build --target install && rm -r ./build # buildkit
2023-03-15 22:20:52 UTC (buildkit.dockerfile.v0)ENV TORCH_CUDA_ARCH_LIST=5.2 6.0 6.1 7.0 7.5 8.0 8.6 9.0+PTX
2023-03-15 22:20:52 UTC (buildkit.dockerfile.v0)ENV CUDA_HOME=/usr/local/cuda
2023-03-15 22:20:52 UTC (buildkit.dockerfile.v0)ENV TORCH_ALLOW_TF32_CUBLAS_OVERRIDE=1
2023-03-15 22:20:52 UTC (buildkit.dockerfile.v0)ENV PYTORCH_HOME=/opt/pytorch/pytorch
2023-03-15 22:20:52 UTC (buildkit.dockerfile.v0)ENV USE_EXPERIMENTAL_CUDNN_V8_API=1
2023-03-15 23:33:51 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c cd pytorch && BUILD_TEST=0 USE_CUPTI_SO=1 USE_KINETO=1 CMAKE_PREFIX_PATH="/usr/local" NCCL_ROOT="/usr" NCCL_INCLUDE_DIR="/usr/include/" NCCL_LIB_DIR="/usr/lib/" USE_SYSTEM_NCCL=1 CFLAGS='-fno-gnu-unique' DEFAULT_INTEL_MKL_DIR="/usr/local" INTEL_MKL_DIR="/usr/local" python setup.py install && python setup.py clean # buildkit
2023-03-15 23:34:07 UTC (buildkit.dockerfile.v0)RUN |4 NVIDIA_PYTORCH_VERSION=23.03 PYTORCH_BUILD_VERSION=2.0.0a0+1767026 TARGETARCH=amd64 PYVER=3.8 /bin/sh -c pip install --no-cache-dir -v -r /opt/pytorch/pytorch/requirements.txt # buildkit
2023-03-15 23:37:42 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c pip install --no-cache-dir /tmp/dist/*.whl # buildkit
2023-03-15 23:38:02 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c pip install --disable-pip-version-check --no-cache-dir --extra-index-url https://developer.download.nvidia.com/compute/redist --extra-index-url http://sqrl/dldata/pip-dali --trusted-host sqrl nvidia-dali-cuda110==${DALI_VERSION} # buildkit
2023-03-15 23:38:02 UTC (buildkit.dockerfile.v0)ENV COCOAPI_VERSION=2.0+nv0.7.1
2023-03-15 23:38:35 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c export COCOAPI_TAG=$(echo ${COCOAPI_VERSION} | sed 's/^.*+n//') && pip install --disable-pip-version-check --no-cache-dir git+https://github.com/nvidia/cocoapi.git@${COCOAPI_TAG}#subdirectory=PythonAPI # buildkit
2023-03-15 23:38:35 UTC (buildkit.dockerfile.v0)COPY singularity/ /.singularity.d/ # buildkit
2023-03-16 01:11:24 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c ( cd vision && CFLAGS="-g0" FORCE_CUDA=1 pip install --no-cache-dir --no-build-isolation --disable-pip-version-check . ) && ( cd vision && cmake -Bbuild -H. -GNinja -DWITH_CUDA=1 -DCMAKE_PREFIX_PATH=`python -c 'import torch;print(torch.utils.cmake_prefix_path)'` && cmake --build build --target install && rm -rf build ) && ( cd apex && CFLAGS="-g0" pip install --no-cache-dir --disable-pip-version-check --global-option="--cpp_ext" --global-option="--cuda_ext" --global-option="--bnp" --global-option="--xentropy" --global-option="--deprecated_fused_adam" --global-option="--deprecated_fused_lamb" --global-option="--fast_multihead_attn" --global-option="--distributed_lamb" --global-option="--fast_layer_norm" --global-option="--transducer" --global-option="--distributed_adam" --global-option="--fmha" --global-option="--fast_bottleneck" --global-option="--nccl_p2p" --global-option="--peer_memory" --global-option="--permutation_search" --global-option="--focal_loss" --global-option="--fused_conv_bias_relu" --global-option="--index_mul_2d" --global-option="--cudnn_gbn" . ) && ( pip install --no-cache-dir --disable-pip-version-check git+https://github.com/pytorch/text@fae8e8cabf ) && ( cd pytorch/third_party/onnx && pip uninstall typing -y && CMAKE_ARGS="-DONNX_USE_PROTOBUF_SHARED_LIBS=ON" pip install --no-cache-dir --disable-pip-version-check . ) # buildkit
2023-03-16 01:11:56 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c pip uninstall -y pillow && cd /tmp && git clone https://github.com/uploadcare/pillow-simd && cd pillow-simd && git fetch --all --tags --prune && git checkout tags/9.2.0 && sed -i 's/DEBUG = False/DEBUG = True/' setup.py && patch -p1 < /opt/pytorch/pil_9.3.0_CVE-2022-45199.patch && if [[ $TARGETARCH = "amd64" ]] ; then CC="cc -mavx" pip install --no-cache-dir --disable-pip-version-check . ; fi && if [[ $TARGETARCH = "arm64" ]] ; then pip install --no-cache-dir --disable-pip-version-check . ; fi && rm -rf ../pillow-simd # buildkit
2023-03-16 01:13:37 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c find /rapids -name "*-Linux.tar.gz" -exec tar -C /usr --exclude="*.a" --exclude="bin/xgboost" --strip-components=1 -xvf {} \; && find /rapids -name "*.whl" ! -name "Pillow-*" ! -name "protobuf-*" -exec pip install --no-cache-dir {} + && pip install --no-cache-dir networkx==2.6.3 && rm $(pip show xgboost | grep Location | awk '{print $2}')/xgboost/lib/libxgboost.so # buildkit
2023-03-16 01:13:37 UTC (buildkit.dockerfile.v0)WORKDIR /workspace
2023-03-16 01:13:37 UTC (buildkit.dockerfile.v0)COPY NVREADME.md README.md # buildkit
2023-03-16 01:13:37 UTC (buildkit.dockerfile.v0)COPY docker-examples docker-examples # buildkit
2023-03-16 01:13:38 UTC (buildkit.dockerfile.v0)COPY examples examples # buildkit
2023-03-16 01:13:42 UTC (buildkit.dockerfile.v0)COPY tutorials tutorials # buildkit
2023-03-16 01:13:44 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c chmod -R a+w . # buildkit
2023-03-16 01:14:34 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c set -x && URL=$(VERIFY=1 /nvidia/build-scripts/installTRT.sh | sed -n "s/^.*\(http.*\)tar.*$/\1/p")tar && FILE=$(wget -O - $URL | sed -n 's/^.*href="\(TensorRT[^"]*\)".*$/\1/p' | grep -v internal) && wget $URL/$FILE -O - | tar -xz && PY=$(python -c 'import sys; print(str(sys.version_info[0])+str(sys.version_info[1]))') && pip install TensorRT-*/python/tensorrt-*-cp$PY*.whl && pip install TensorRT-*/graphsurgeon/graphsurgeon-*.whl && pip install TensorRT-*/uff/uff-*.whl && mv /usr/src/tensorrt /opt && ln -s /opt/tensorrt /usr/src/tensorrt && rm -r TensorRT-* && UFF_PATH=$(pip show uff | sed -n 's/Location: \(.*\)$/\1/p')/uff && sed -i 's/from tensorflow import GraphDef/from tensorflow.python import GraphDef/' $UFF_PATH/converters/tensorflow/conversion_helpers.py && chmod +x ${UFF_PATH}/bin/convert_to_uff.py && ln -sf ${UFF_PATH}/bin/convert_to_uff.py /usr/local/bin/convert-to-uff # buildkit
2023-03-16 01:14:34 UTC (buildkit.dockerfile.v0)ENV PATH=/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/opt/tensorrt/bin
2023-03-16 01:14:52 UTC (buildkit.dockerfile.v0)RUN /bin/sh -c pip --version && python -c 'import sys; print(sys.platform)' && pip install --no-cache-dir nvidia-pyindex && pip install --extra-index-url https://urm.nvidia.com/artifactory/api/pypi/sw-tensorrt-pypi/simple --no-cache-dir polygraphy==${POLYGRAPHY_VERSION} && pip install --extra-index-url http://sqrl/dldata/pip-simple --trusted-host sqrl --no-cache-dir pytorch-quantization==2.1.2 # buildkit
2023-03-16 01:15:06 UTC (buildkit.dockerfile.v0)COPY torch_tensorrt/ /opt/pytorch/torch_tensorrt/ # buildkit
2023-03-16 01:15:06 UTC (buildkit.dockerfile.v0)ARG PYVER
2023-03-16 01:20:22 UTC (buildkit.dockerfile.v0)RUN |1 PYVER=3.8 /bin/sh -c pip install --no-cache-dir /opt/pytorch/torch_tensorrt/py/dist/*.whl # buildkit
2023-03-16 01:20:22 UTC (buildkit.dockerfile.v0)ENV 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/lib64:/usr/local/cuda-11/lib64
2023-03-16 01:20:22 UTC (buildkit.dockerfile.v0)ENV 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/bin
2023-03-16 01:35:00 UTC (buildkit.dockerfile.v0)RUN |1 PYVER=3.8 /bin/sh -c pip install --no-cache-dir git+https://github.com/NVIDIA/TransformerEngine.git@release_v${TRANSFORMER_ENGINE_VERSION} # buildkit
2023-03-16 01:35:00 UTC (buildkit.dockerfile.v0)ENV TORCH_CUDNN_V8_API_ENABLED=1
2023-03-16 01:35:00 UTC (buildkit.dockerfile.v0)ENV CUDA_MODULE_LOADING=LAZY
2023-03-16 01:35:04 UTC (buildkit.dockerfile.v0)RUN |1 PYVER=3.8 /bin/sh -c ln -sf ${_CUDA_COMPAT_PATH}/lib.real ${_CUDA_COMPAT_PATH}/lib && echo ${_CUDA_COMPAT_PATH}/lib > /etc/ld.so.conf.d/00-cuda-compat.conf && ldconfig && rm -f ${_CUDA_COMPAT_PATH}/lib # buildkit
2023-03-16 01:35:05 UTC (buildkit.dockerfile.v0)COPY entrypoint.d/ /opt/nvidia/entrypoint.d/ # buildkit
2023-03-16 01:35:05 UTC (buildkit.dockerfile.v0)ARG NVIDIA_BUILD_ID
2023-03-16 01:35:05 UTC (buildkit.dockerfile.v0)ENV NVIDIA_BUILD_ID=55416458
2023-03-16 01:35:05 UTC (buildkit.dockerfile.v0)LABEL com.nvidia.build.id=55416458
2023-03-16 01:35:05 UTC (buildkit.dockerfile.v0)ARG NVIDIA_BUILD_REF
2023-03-16 01:35:05 UTC (buildkit.dockerfile.v0)LABEL com.nvidia.build.ref=c15133cb9cb047d0d9a13eb3230d6dac6285aaa2
2023-06-08 16:08:28 UTC/bin/sh -c #(nop) LABEL maintainer=monai.contact@gmail.com
2023-06-08 16:08:34 UTC/bin/sh -c #(nop) WORKDIR /opt/monai
2023-06-08 16:08:41 UTC/bin/sh -c #(nop) COPY multi:89b1f435ab8ec7869322b60c070a803574d0c6ae5b3ef555b79b3bffd8af09b5 in /tmp/
2023-06-08 16:10:56 UTC/bin/sh -c cp /tmp/requirements.txt /tmp/req.bak && awk '!/torch/' /tmp/requirements.txt > /tmp/tmp && mv /tmp/tmp /tmp/requirements.txt && python -m pip install --upgrade --no-cache-dir pip && python -m pip install --no-cache-dir -r /tmp/requirements-dev.txt
2023-06-08 16:11:06 UTC/bin/sh -c #(nop) COPY multi:aca7ff13cf65ac04d31954684b24c36137a62464ec2257e0672c967354438efe in ./
2023-06-08 16:11:14 UTC/bin/sh -c #(nop) COPY dir:bf56b9024bc01f6218ea83bf1cbd47412e2702b6aff259500fd6fe9bd58199fa in ./tests
2023-06-08 16:11:22 UTC/bin/sh -c #(nop) COPY dir:d5c9faa9ccef1acc5b7ceb7f5edc194a2599f6330f4db00f5418edf7ac2e71cc in ./monai
2023-06-08 16:51:41 UTC/bin/sh -c BUILD_MONAI=1 FORCE_CUDA=1 python setup.py develop && rm -rf build __pycache__
2023-06-08 16:51:49 UTC/bin/sh -c #(nop) WORKDIR /opt/tools
2023-06-08 16:51:57 UTC/bin/sh -c #(nop) ARG NGC_CLI_URI=https://ngc.nvidia.com/downloads/ngccli_linux.zip
2023-06-08 16:52:10 UTC|1 NGC_CLI_URI=https://ngc.nvidia.com/downloads/ngccli_linux.zip /bin/sh -c wget -q ${NGC_CLI_URI} && unzip ngccli_linux.zip && chmod u+x ngc-cli/ngc && find ngc-cli/ -type f -exec md5sum {} + | LC_ALL=C sort | md5sum -c ngc-cli.md5 && rm -rf ngccli_linux.zip ngc-cli.md5
2023-06-08 16:52:18 UTC/bin/sh -c #(nop) ENV 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/bin:/opt/tools:/opt/tools/ngc-cli
2023-06-08 16:52:39 UTC|1 NGC_CLI_URI=https://ngc.nvidia.com/downloads/ngccli_linux.zip /bin/sh -c apt-get update && DEBIAN_FRONTEND="noninteractive" apt-get install -y libopenslide0 && rm -rf /var/lib/apt/lists/*
2023-06-08 16:52:48 UTC/bin/sh -c #(nop) ENV 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/bin:/opt/tools:/opt/tools/ngc-cli:/opt/tools
2023-06-08 16:52:56 UTC/bin/sh -c #(nop) WORKDIR /opt/monai
Delete Tag
Please be careful as this will not just delete the reference but also the actual content!
For example when you have latest and v1.2.3 both pointing to the same image
the deletion of latest will also permanently remove v1.2.3.