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  • NVIDIA
    NVIDIA
    PAIDF AnomalyGen
    Container
    NVIDIA
    NVIDIA
    PAIDF AnomalyGen

    PAIDF AnomalyGen is a synthetic defect generation pipeline powered by NVIDIA Cosmos diffusion models. It supports automated mask placement, anomaly inpainting, model fine-tuning, evaluation with FID metrics, and iterative refinement workflows for producing high-quality synthetic anomaly datasets used in industrial inspection and quality assurance applications.

  • LayerLabelCreated
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CMD
    /bin/bash
    		07/31/2026 6:52 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    ANOMALYGEN_SCRIPTS=/workspace/paidf-anomalygen/scripts/utilities
    		07/31/2026 6:52 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PYTHONPATH=/workspace/paidf-anomalygen
    		07/31/2026 6:52 PM UTC
    sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
    /workspace/paidf-anomalygen
    		07/31/2026 6:52 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
    anomalygen
    		07/31/2026 6:52 PM UTC
    sha256:32c45dfde542f434fb5127757da1938fe74f9a52c60d730b8af540159d745435RUN
    TORCH_VER=2.10.0 TORCHVISION_VER=0.25.0 EINOPS_VER=0.8.2 FA_VER=2.8.3 TE_VER=2.13.0 OPENCV_VER=4.13.0.92 OPENCV_GH_BRANCH=92 APEX_VER=0.1 APEX_GH_COMMIT=466e164bfd9548b3026c1f3a1c296bed8ef55c43 REQUIREMENTS=requirements-conda-cuda128.txt GITLAB_PYPI_INDEX_URL=https://gitlab-ci-token:glcbt-64_4kWKagbZCKxnrytmxLUw@gitlab-master.nvidia.com/api/v4/projects/296647/packages/pypi/simple APT_CACHE_BUST=2026-05-11 APP_UID=10000 APP_GID=10000 cp /NGC-DL-CONTAINER-LICENSE /workspace/paidf-anomalygen/NGC-DL-CONTAINER-LICENSE &&
  chown anomalygen:anomalygen /workspace/paidf-anomalygen/NGC-DL-CONTAINER-LICENSE
    		07/31/2026 6:52 PM UTC
    sha256:5edb819da38be710a3d5971b58555acb5dacc77c0a46c2729c5119f7dfb54c05COPY
    --chown=anomalygen:anomalygen . /workspace/paidf-anomalygen
    		07/31/2026 6:52 PM UTC
    sha256:071da1b42f0ebd17e5282705c83e9b649e3397100b426d6714ba5cc8c2bb6224RUN
    TORCH_VER=2.10.0 TORCHVISION_VER=0.25.0 EINOPS_VER=0.8.2 FA_VER=2.8.3 TE_VER=2.13.0 OPENCV_VER=4.13.0.92 OPENCV_GH_BRANCH=92 APEX_VER=0.1 APEX_GH_COMMIT=466e164bfd9548b3026c1f3a1c296bed8ef55c43 REQUIREMENTS=requirements-conda-cuda128.txt GITLAB_PYPI_INDEX_URL=https://gitlab-ci-token:glcbt-64_4kWKagbZCKxnrytmxLUw@gitlab-master.nvidia.com/api/v4/projects/296647/packages/pypi/simple APT_CACHE_BUST=2026-05-11 APP_UID=10000 APP_GID=10000 groupadd --gid ${APP_GID} anomalygen &&
  useradd --create-home --shell /bin/bash --uid ${APP_UID} --gid ${APP_GID} anomalygen
    		07/31/2026 6:52 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    APP_GID=10000
    		07/31/2026 6:52 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    APP_UID=10000
    		07/31/2026 6:52 PM UTC
    ...