sam3-training (sha256:aaabb56e317acd7e67c8cd4e31978eeed4b4b05a2bf2d799bc02d85faf235d03)

Published 2026-07-28 09:04:39 +00:00 by madsludvig

Installation

docker pull git.deepvis.ai/deepvis/sam3-training@sha256:aaabb56e317acd7e67c8cd4e31978eeed4b4b05a2bf2d799bc02d85faf235d03
sha256:aaabb56e317acd7e67c8cd4e31978eeed4b4b05a2bf2d799bc02d85faf235d03

Image Layers

ARG RELEASE
ARG LAUNCHPAD_BUILD_ARCH
LABEL org.opencontainers.image.ref.name=ubuntu
LABEL org.opencontainers.image.version=22.04
ADD file:1b6c8c9518be42fa2afe5e241ca31677fce58d27cdfa88baa91a65a259be3637 in /
CMD ["/bin/bash"]
ENV NVARCH=x86_64
ENV NVIDIA_REQUIRE_CUDA=cuda>=12.8 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 brand=unknown,driver>=560,driver<561 brand=grid,driver>=560,driver<561 brand=tesla,driver>=560,driver<561 brand=nvidia,driver>=560,driver<561 brand=quadro,driver>=560,driver<561 brand=quadrortx,driver>=560,driver<561 brand=nvidiartx,driver>=560,driver<561 brand=vapps,driver>=560,driver<561 brand=vpc,driver>=560,driver<561 brand=vcs,driver>=560,driver<561 brand=vws,driver>=560,driver<561 brand=cloudgaming,driver>=560,driver<561 brand=unknown,driver>=565,driver<566 brand=grid,driver>=565,driver<566 brand=tesla,driver>=565,driver<566 brand=nvidia,driver>=565,driver<566 brand=quadro,driver>=565,driver<566 brand=quadrortx,driver>=565,driver<566 brand=nvidiartx,driver>=565,driver<566 brand=vapps,driver>=565,driver<566 brand=vpc,driver>=565,driver<566 brand=vcs,driver>=565,driver<566 brand=vws,driver>=565,driver<566 brand=cloudgaming,driver>=565,driver<566
ENV NV_CUDA_CUDART_VERSION=12.8.90-1
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 -fsSLO https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/${NVARCH}/cuda-keyring_1.1-1_all.deb && dpkg -i cuda-keyring_1.1-1_all.deb && apt-get purge --autoremove -y curl && rm -rf /var/lib/apt/lists/* # buildkit
ENV CUDA_VERSION=12.8.1
RUN |1 TARGETARCH=amd64 /bin/sh -c apt-get update && apt-get install -y --no-install-recommends cuda-cudart-12-8=${NV_CUDA_CUDART_VERSION} cuda-compat-12-8 && rm -rf /var/lib/apt/lists/* # buildkit
RUN |1 TARGETARCH=amd64 /bin/sh -c echo "/usr/local/cuda/lib64" >> /etc/ld.so.conf.d/nvidia.conf # buildkit
ENV PATH=/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin
ENV LD_LIBRARY_PATH=/usr/local/cuda/lib64
COPY NGC-DL-CONTAINER-LICENSE / # buildkit
ENV NVIDIA_VISIBLE_DEVICES=all
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
ENV NVIDIA_DRIVER_CAPABILITIES=compute,utility
RUN /bin/sh -c apt-get update && apt-get install -y --no-install-recommends build-essential git curl ca-certificates libgl1 libglib2.0-0 && rm -rf /var/lib/apt/lists/* # buildkit
COPY /uv /uvx /usr/local/bin/ # buildkit
ENV UV_PYTHON_INSTALL_DIR=/opt/uv/python UV_LINK_MODE=copy UV_HTTP_TIMEOUT=600
WORKDIR /app
COPY pyproject.toml uv.lock ./ # buildkit
RUN /bin/sh -c uv python install 3.11 && uv sync --frozen --no-install-project --no-dev --extra cu128 # buildkit
COPY sam3_train ./sam3_train # buildkit
COPY vendor ./vendor # buildkit
COPY train.py job.py entrypoint.sh ./ # buildkit
RUN /bin/sh -c uv sync --frozen --no-dev --extra cu128 # buildkit
COPY hm-job /usr/local/bin/hm-job # buildkit
RUN /bin/sh -c chmod 0755 /usr/local/bin/hm-job /app/entrypoint.sh && mkdir -p /work /opt/hf-cache # buildkit
ENV PATH=/app/.venv/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin HF_HOME=/opt/hf-cache HF_HUB_OFFLINE=1 TRANSFORMERS_OFFLINE=1 HF_SAM3_DIR=/app/vendor/sam3_hf PYTHONUNBUFFERED=1 PYTHONDONTWRITEBYTECODE=1 PYTORCH_CUDA_ALLOC_CONF=expandable_segments:True
WORKDIR /work
ENTRYPOINT ["/app/entrypoint.sh"]

Labels

Key Value
maintainer NVIDIA CORPORATION <cudatools@nvidia.com>
org.opencontainers.image.ref.name ubuntu
org.opencontainers.image.version 22.04
Details
Container
2026-07-28 09:04:39 +00:00
3
OCI / Docker
linux/amd64
4.2 GiB
Versions (1) View all
latest 2026-07-28