VictorMylle

Joined on 2020-11-27

simple-rl-framework (sha-ea0eaf7)

Published 2026-05-01 15:32:25 +00:00 by VictorMylle

Pull the image from the command line:

docker pull git.xbastards.com/victormylle/simple-rl-framework:sha-ea0eaf7

Digest

sha256:6609313ebaaff2a80c8a1903c30fcebdcfe2b7597c7cda20b55a236616f84cb7

For more information on the Container registry, see the documentation.

Image Layers

ARG RELEASE

ARG LAUNCHPAD_BUILD_ARCH

LABEL org.opencontainers.image.ref.name=ubuntu

LABEL org.opencontainers.image.version=24.04

ADD file:a3272496fda5a8d021b94dccaa6baa685ded51e9d23edb05f0b30978a83c9fc2 in /

CMD ["/bin/bash"]

ENV NVARCH=x86_64

ENV NVIDIA_REQUIRE_CUDA=cuda>=12.6 brand=unknown,driver>=470,driver<471 brand=grid,driver>=470,driver<471 brand=tesla,driver>=470,driver<471 brand=nvidia,driver>=470,driver<471 brand=quadro,driver>=470,driver<471 brand=quadrortx,driver>=470,driver<471 brand=nvidiartx,driver>=470,driver<471 brand=vapps,driver>=470,driver<471 brand=vpc,driver>=470,driver<471 brand=vcs,driver>=470,driver<471 brand=vws,driver>=470,driver<471 brand=cloudgaming,driver>=470,driver<471 brand=unknown,driver>=535,driver<536 brand=grid,driver>=535,driver<536 brand=tesla,driver>=535,driver<536 brand=nvidia,driver>=535,driver<536 brand=quadro,driver>=535,driver<536 brand=quadrortx,driver>=535,driver<536 brand=nvidiartx,driver>=535,driver<536 brand=vapps,driver>=535,driver<536 brand=vpc,driver>=535,driver<536 brand=vcs,driver>=535,driver<536 brand=vws,driver>=535,driver<536 brand=cloudgaming,driver>=535,driver<536 brand=unknown,driver>=550,driver<551 brand=grid,driver>=550,driver<551 brand=tesla,driver>=550,driver<551 brand=nvidia,driver>=550,driver<551 brand=quadro,driver>=550,driver<551 brand=quadrortx,driver>=550,driver<551 brand=nvidiartx,driver>=550,driver<551 brand=vapps,driver>=550,driver<551 brand=vpc,driver>=550,driver<551 brand=vcs,driver>=550,driver<551 brand=vws,driver>=550,driver<551 brand=cloudgaming,driver>=550,driver<551

ENV NV_CUDA_CUDART_VERSION=12.6.77-1

ARG TARGETARCH

LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends gnupg2 curl ca-certificates && curl -fsSL https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/${NVARCH}/3bf863cc.pub | apt-key add - && echo "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2404/${NVARCH} /" > /etc/apt/sources.list.d/cuda.list && apt-get purge --autoremove -y curl && rm -rf /var/lib/apt/lists/* # buildkit

ENV CUDA_VERSION=12.6.3

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends cuda-cudart-12-6=${NV_CUDA_CUDART_VERSION} cuda-compat-12-6 && rm -rf /var/lib/apt/lists/* # buildkit

RUN |1 TARGETARCH=amd64 /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

ENV PATH=/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin

ENV LD_LIBRARY_PATH=/usr/local/nvidia/lib:/usr/local/nvidia/lib64

COPY NGC-DL-CONTAINER-LICENSE / # buildkit

ENV NVIDIA_VISIBLE_DEVICES=all

ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility

ENV NV_CUDA_LIB_VERSION=12.6.3-1

ENV NV_NVTX_VERSION=12.6.77-1

ENV NV_LIBNPP_VERSION=12.3.1.54-1

ENV NV_LIBNPP_PACKAGE=libnpp-12-6=12.3.1.54-1

ENV NV_LIBCUSPARSE_VERSION=12.5.4.2-1

ENV NV_LIBCUBLAS_PACKAGE_NAME=libcublas-12-6

ENV NV_LIBCUBLAS_VERSION=12.6.4.1-1

ENV NV_LIBCUBLAS_PACKAGE=libcublas-12-6=12.6.4.1-1

ENV NV_LIBNCCL_PACKAGE_NAME=libnccl2

ENV NV_LIBNCCL_PACKAGE_VERSION=2.23.4-1

ENV NCCL_VERSION=2.23.4-1

ENV NV_LIBNCCL_PACKAGE=libnccl2=2.23.4-1+cuda12.6

ARG TARGETARCH

LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends cuda-libraries-12-6=${NV_CUDA_LIB_VERSION} ${NV_LIBNPP_PACKAGE} cuda-nvtx-12-6=${NV_NVTX_VERSION} libcusparse-12-6=${NV_LIBCUSPARSE_VERSION} ${NV_LIBCUBLAS_PACKAGE} ${NV_LIBNCCL_PACKAGE} && rm -rf /var/lib/apt/lists/* # buildkit

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-mark hold ${NV_LIBCUBLAS_PACKAGE_NAME} ${NV_LIBNCCL_PACKAGE_NAME} # buildkit

COPY entrypoint.d/ /opt/nvidia/entrypoint.d/ # buildkit

COPY nvidia_entrypoint.sh /opt/nvidia/ # buildkit

ENV NVIDIA_PRODUCT_NAME=CUDA

ENTRYPOINT ["/opt/nvidia/nvidia_entrypoint.sh"]

ENV NV_CUDA_LIB_VERSION=12.6.3-1

ENV NV_CUDA_CUDART_DEV_VERSION=12.6.77-1

ENV NV_NVML_DEV_VERSION=12.6.77-1

ENV NV_LIBCUSPARSE_DEV_VERSION=12.5.4.2-1

ENV NV_LIBNPP_DEV_VERSION=12.3.1.54-1

ENV NV_LIBNPP_DEV_PACKAGE=libnpp-dev-12-6=12.3.1.54-1

ENV NV_LIBCUBLAS_DEV_VERSION=12.6.4.1-1

ENV NV_LIBCUBLAS_DEV_PACKAGE_NAME=libcublas-dev-12-6

ENV NV_LIBCUBLAS_DEV_PACKAGE=libcublas-dev-12-6=12.6.4.1-1

ENV NV_CUDA_NSIGHT_COMPUTE_VERSION=12.6.3-1

ENV NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE=cuda-nsight-compute-12-6=12.6.3-1

ENV NV_NVPROF_VERSION=12.6.80-1

ENV NV_NVPROF_DEV_PACKAGE=cuda-nvprof-12-6=12.6.80-1

ENV NV_LIBNCCL_DEV_PACKAGE_NAME=libnccl-dev

ENV NV_LIBNCCL_DEV_PACKAGE_VERSION=2.23.4-1

ENV NCCL_VERSION=2.23.4-1

ENV NV_LIBNCCL_DEV_PACKAGE=libnccl-dev=2.23.4-1+cuda12.6

ARG TARGETARCH

LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends cuda-cudart-dev-12-6=${NV_CUDA_CUDART_DEV_VERSION} cuda-command-line-tools-12-6=${NV_CUDA_LIB_VERSION} cuda-minimal-build-12-6=${NV_CUDA_LIB_VERSION} cuda-libraries-dev-12-6=${NV_CUDA_LIB_VERSION} cuda-nvml-dev-12-6=${NV_NVML_DEV_VERSION} ${NV_NVPROF_DEV_PACKAGE} ${NV_LIBNPP_DEV_PACKAGE} libcusparse-dev-12-6=${NV_LIBCUSPARSE_DEV_VERSION} ${NV_LIBCUBLAS_DEV_PACKAGE} ${NV_LIBNCCL_DEV_PACKAGE} ${NV_CUDA_NSIGHT_COMPUTE_DEV_PACKAGE} && rm -rf /var/lib/apt/lists/* # buildkit

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-mark hold ${NV_LIBCUBLAS_DEV_PACKAGE_NAME} ${NV_LIBNCCL_DEV_PACKAGE_NAME} # buildkit

ENV LIBRARY_PATH=/usr/local/cuda/lib64/stubs

ENV NV_CUDNN_VERSION=9.5.1.17-1

ENV NV_CUDNN_PACKAGE_NAME=libcudnn9-cuda-12

ENV NV_CUDNN_PACKAGE=libcudnn9-cuda-12=9.5.1.17-1

ENV NV_CUDNN_PACKAGE_DEV=libcudnn9-dev-cuda-12=9.5.1.17-1

ARG TARGETARCH

LABEL maintainer=NVIDIA CORPORATION <cudatools@nvidia.com>

LABEL com.nvidia.cudnn.version=9.5.1.17-1

RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends ${NV_CUDNN_PACKAGE} ${NV_CUDNN_PACKAGE_DEV} && apt-mark hold ${NV_CUDNN_PACKAGE_NAME} && rm -rf /var/lib/apt/lists/* # buildkit

ENV DEBIAN_FRONTEND=noninteractive PYTHONDONTWRITEBYTECODE=1 PYTHONUNBUFFERED=1 PIP_NO_CACHE_DIR=1 UV_LINK_MODE=copy UV_PYTHON_INSTALL_DIR=/opt/uv-python UV_PROJECT_ENVIRONMENT=/opt/venv UV_COMPILE_BYTECODE=1 PATH=/opt/venv/bin:/root/.local/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin

RUN /bin/sh -c apt-get update && apt-get install -y --no-install-recommends ca-certificates curl ffmpeg g++ gcc git libgl1 libglib2.0-0 ninja-build python3-dev && rm -rf /var/lib/apt/lists/* # buildkit

COPY /uv /uvx /usr/local/bin/ # buildkit

WORKDIR /app

COPY pyproject.toml ./ # buildkit

COPY uv.lock* ./ # buildkit

RUN /bin/sh -c uv venv "${UV_PROJECT_ENVIRONMENT}" --python 3.12 --seed && uv pip install --python "${UV_PROJECT_ENVIRONMENT}/bin/python" --torch-backend=cu126 -r pyproject.toml && uv pip install --python "${UV_PROJECT_ENVIRONMENT}/bin/python" clearml-agent ninja # buildkit

COPY . . # buildkit

RUN /bin/sh -c uv pip install --python "${UV_PROJECT_ENVIRONMENT}/bin/python" -e . # buildkit

RUN /bin/sh -c python -c "import torch, gymnasium, src.algorithms.alpha_zero; print('torch', torch.__version__, 'cuda_compiled=', torch.version.cuda)" # buildkit

CMD ["python" "-m" "src.train"]

Key	Value
com.nvidia.cudnn.version	9.5.1.17-1
maintainer	NVIDIA CORPORATION <cudatools@nvidia.com>
org.opencontainers.image.ref.name	ubuntu
org.opencontainers.image.version	24.04