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  • NVIDIA
    PAIDF AnomalyGen
    Container
    NVIDIA
    PAIDF AnomalyGen

    Generates labelled synthetic anomaly images from a small set of real defect examples using NVIDIA Cosmos.

  • LayerLabelCreated
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CMD
    /bin/bash
    		08/20/2026 8:04 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
    nvidia
    		08/20/2026 8:04 AM UTC
    sha256:0d03d5b4664fd6249e58ec8d06ae3eecf851bba92f04ce2e5f035eb55d124908RUN
    PYTHON_VERSION=3.13.15 PY_VER=3.13 UV_VERSION=0.12.5 APT_CACHE_BUST=2026-08-20 TORCH_VER=2.13.0 TORCHVISION_VER=0.28.0 TORCH_INDEX_URL=https://download.pytorch.org/whl/cu132 FA_VER=2.8.3 TE_VER=2.15.0 APEX_VER=0.1 APEX_SHA=becbb77cea4cb54f2929f7c938a0a6f7dd1fdc39 FA3_PKG=flash-attn-3-nv FA3_VER=1.0.3 FA3_SHA=c603389369b8662a5cf94e5f0096ba739b99ffdd SAM2_SHA=2b90b9f5ceec907a1c18123530e92e794ad901a4 NATTEN_VER=0.21.7 OPENCV_VER=4.14.0.94 LIBGFORTRAN_LIBQUADMATH_GCC_VER=8.5.0 APEX_TARBALL_SHA256=51a3db0ae700dc9f843e5418aec3379c6cc227f4d7e02c59852038b8f02cb1bc FA3_TARBALL_SHA256=ee3693af43ed54a614ecc5c3dd0f78e17d0637a0d44ad16aaabd3d493f0ce127 UV_TARBALL_SHA256=e349c9eb85876921895330f6fee5f01f109d5ec06dcd3b475fb7b4b8de75eac6 PYTHON_TARBALL_SHA256=1e66a7945a48390ee4c2a4268a0e4185884059a13c4aab6d148aa208deea4a76 SAM2_TARBALL_SHA256=1f2fbfad3ffa38110368abac76c6ef9df9c282a66d5c2807bc94abf4d2fb30f8 LIBGFORTRAN_LIBQUADMATH_GCC_TARBALL_SHA256=d308841a511bb830a6100397b0042db24ce11f642dab6ea6ee44842e5325ed50 APP_UID=10000 APP_GID=10000 oss-bake pip &&
  oss-bake manifest
    		08/20/2026 8:04 AM UTC
    sha256:b4eb62a780ba303cb097241d437a221917912d7e2923b477d0493f0ce7b04730RUN
    PYTHON_VERSION=3.13.15 PY_VER=3.13 UV_VERSION=0.12.5 APT_CACHE_BUST=2026-08-20 TORCH_VER=2.13.0 TORCHVISION_VER=0.28.0 TORCH_INDEX_URL=https://download.pytorch.org/whl/cu132 FA_VER=2.8.3 TE_VER=2.15.0 APEX_VER=0.1 APEX_SHA=becbb77cea4cb54f2929f7c938a0a6f7dd1fdc39 FA3_PKG=flash-attn-3-nv FA3_VER=1.0.3 FA3_SHA=c603389369b8662a5cf94e5f0096ba739b99ffdd SAM2_SHA=2b90b9f5ceec907a1c18123530e92e794ad901a4 NATTEN_VER=0.21.7 OPENCV_VER=4.14.0.94 LIBGFORTRAN_LIBQUADMATH_GCC_VER=8.5.0 APEX_TARBALL_SHA256=51a3db0ae700dc9f843e5418aec3379c6cc227f4d7e02c59852038b8f02cb1bc FA3_TARBALL_SHA256=ee3693af43ed54a614ecc5c3dd0f78e17d0637a0d44ad16aaabd3d493f0ce127 UV_TARBALL_SHA256=e349c9eb85876921895330f6fee5f01f109d5ec06dcd3b475fb7b4b8de75eac6 PYTHON_TARBALL_SHA256=1e66a7945a48390ee4c2a4268a0e4185884059a13c4aab6d148aa208deea4a76 SAM2_TARBALL_SHA256=1f2fbfad3ffa38110368abac76c6ef9df9c282a66d5c2807bc94abf4d2fb30f8 LIBGFORTRAN_LIBQUADMATH_GCC_TARBALL_SHA256=d308841a511bb830a6100397b0042db24ce11f642dab6ea6ee44842e5325ed50 APP_UID=10000 APP_GID=10000 uv pip install --no-cache -r requirements-dev.txt &&
  python -c "import pathlib, setuptools; p = pathlib.Path(setuptools.__file__).parent / '_vendor' / 'autocommand'; assert not p.exists(), f'LGPL-3.0-only autocommand restored by requirements-dev.txt at {p}'; print('autocommand absent:', p)"
    		08/20/2026 8:04 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
    TORCH_INDEX_URL=https://download.pytorch.org/whl/cu132
    		08/20/2026 8:04 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
    root
    		08/20/2026 8:04 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
    nvidia
    		08/20/2026 8:04 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
    PYTHONPATH=/workspace/paidf-anomalygen
    		08/20/2026 8:04 AM UTC
    sha256:3874ac94bb4021abf4b28eb8ae5e47fd9e15d480dd921275c903232a17dce46aRUN
    PYTHON_VERSION=3.13.15 PY_VER=3.13 UV_VERSION=0.12.5 APT_CACHE_BUST=2026-08-20 TORCH_VER=2.13.0 TORCHVISION_VER=0.28.0 TORCH_INDEX_URL=https://download.pytorch.org/whl/cu132 FA_VER=2.8.3 TE_VER=2.15.0 APEX_VER=0.1 APEX_SHA=becbb77cea4cb54f2929f7c938a0a6f7dd1fdc39 FA3_PKG=flash-attn-3-nv FA3_VER=1.0.3 FA3_SHA=c603389369b8662a5cf94e5f0096ba739b99ffdd SAM2_SHA=2b90b9f5ceec907a1c18123530e92e794ad901a4 NATTEN_VER=0.21.7 OPENCV_VER=4.14.0.94 LIBGFORTRAN_LIBQUADMATH_GCC_VER=8.5.0 APEX_TARBALL_SHA256=51a3db0ae700dc9f843e5418aec3379c6cc227f4d7e02c59852038b8f02cb1bc FA3_TARBALL_SHA256=ee3693af43ed54a614ecc5c3dd0f78e17d0637a0d44ad16aaabd3d493f0ce127 UV_TARBALL_SHA256=e349c9eb85876921895330f6fee5f01f109d5ec06dcd3b475fb7b4b8de75eac6 PYTHON_TARBALL_SHA256=1e66a7945a48390ee4c2a4268a0e4185884059a13c4aab6d148aa208deea4a76 SAM2_TARBALL_SHA256=1f2fbfad3ffa38110368abac76c6ef9df9c282a66d5c2807bc94abf4d2fb30f8 LIBGFORTRAN_LIBQUADMATH_GCC_TARBALL_SHA256=d308841a511bb830a6100397b0042db24ce11f642dab6ea6ee44842e5325ed50 APP_UID=10000 APP_GID=10000 cp /NGC-DL-CONTAINER-LICENSE /workspace/paidf-anomalygen/NGC-DL-CONTAINER-LICENSE &&
  chown nvidia:nvidia /workspace/paidf-anomalygen/NGC-DL-CONTAINER-LICENSE
    		08/20/2026 8:04 AM UTC
    sha256:5e993ca353974a2eede3c19c53361f0d1d71897f746030470d71f409ed6b4b02RUN
    PYTHON_VERSION=3.13.15 PY_VER=3.13 UV_VERSION=0.12.5 APT_CACHE_BUST=2026-08-20 TORCH_VER=2.13.0 TORCHVISION_VER=0.28.0 TORCH_INDEX_URL=https://download.pytorch.org/whl/cu132 FA_VER=2.8.3 TE_VER=2.15.0 APEX_VER=0.1 APEX_SHA=becbb77cea4cb54f2929f7c938a0a6f7dd1fdc39 FA3_PKG=flash-attn-3-nv FA3_VER=1.0.3 FA3_SHA=c603389369b8662a5cf94e5f0096ba739b99ffdd SAM2_SHA=2b90b9f5ceec907a1c18123530e92e794ad901a4 NATTEN_VER=0.21.7 OPENCV_VER=4.14.0.94 LIBGFORTRAN_LIBQUADMATH_GCC_VER=8.5.0 APEX_TARBALL_SHA256=51a3db0ae700dc9f843e5418aec3379c6cc227f4d7e02c59852038b8f02cb1bc FA3_TARBALL_SHA256=ee3693af43ed54a614ecc5c3dd0f78e17d0637a0d44ad16aaabd3d493f0ce127 UV_TARBALL_SHA256=e349c9eb85876921895330f6fee5f01f109d5ec06dcd3b475fb7b4b8de75eac6 PYTHON_TARBALL_SHA256=1e66a7945a48390ee4c2a4268a0e4185884059a13c4aab6d148aa208deea4a76 SAM2_TARBALL_SHA256=1f2fbfad3ffa38110368abac76c6ef9df9c282a66d5c2807bc94abf4d2fb30f8 LIBGFORTRAN_LIBQUADMATH_GCC_TARBALL_SHA256=d308841a511bb830a6100397b0042db24ce11f642dab6ea6ee44842e5325ed50 APP_UID=10000 APP_GID=10000 uv pip install -e assets/lerobot_stub --no-deps &&
  uv pip install -e . --no-deps
    		08/20/2026 8:04 AM UTC
    ...

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