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CDF AnomalyGen
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NVIDIA
CDF AnomalyGen

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

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CMD
/bin/bash
10/12/2026 7:30 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
nvidia
10/12/2026 7:30 AM UTC
sha256:5daa5f8f8de829229bb2d241a201812ad820516432320814cbe4948caf8afe24RUN
PYTHON_VERSION=3.13.16 PY_VER=3.13 UV_VERSION=0.12.22 APT_CACHE_BUST=2026-10-06 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=5.0.0.93 LIBGFORTRAN_LIBQUADMATH_GCC_VER=8.5.0 APEX_TARBALL_SHA256=51a3db0ae700dc9f843e5418aec3379c6cc227f4d7e02c59852038b8f02cb1bc FA3_TARBALL_SHA256=ee3693af43ed54a614ecc5c3dd0f78e17d0637a0d44ad16aaabd3d493f0ce127 UV_TARBALL_SHA256=056ef9a33d6812a51153799ce5b35b08f02f4f37b32a26d22e99245a1f16b77c PYTHON_TARBALL_SHA256=f4b1bfb3c79b5bb11b8d228a12504163b4c0dab4d679828d8f5f26b6cb6ab35d SAM2_TARBALL_SHA256=1f2fbfad3ffa38110368abac76c6ef9df9c282a66d5c2807bc94abf4d2fb30f8 LIBGFORTRAN_LIBQUADMATH_GCC_TARBALL_SHA256=d308841a511bb830a6100397b0042db24ce11f642dab6ea6ee44842e5325ed50 OSS_VENVS=/opt/venv APP_UID=10000 APP_GID=10000 VLLM_VER=0.29.0 VLLM_NUMPY_VER=2.4.6 VLLM_LARK_VER=1.2.2 uv pip install --no-build --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)" &&
  oss-bake pip &&
  oss-bake manifest &&
  uv pip freeze > /tmp/freeze-dev.txt &&
  for p in torch torchvision transformers vllm torchaudio; do a=$(grep -E "^${p}==" /opt/venv-freeze.txt ||
  true); b=$(grep -E "^${p}==" /tmp/freeze-dev.txt ||
  true); [ "$a" = "$b" ] ||
  { echo "requirements-dev.txt moved ${p}: '${a}' -> '${b}'" >&2; exit 1; }; done &&
  mv /tmp/freeze-dev.txt /opt/venv-freeze.txt
10/12/2026 7:30 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
OSS_VENVS=/opt/venv
10/12/2026 7:30 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ARG
TORCH_INDEX_URL=https://download.pytorch.org/whl/cu132
10/12/2026 7:30 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
root
10/12/2026 7:30 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
nvidia
10/12/2026 7:30 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
PYTHONPATH=/workspace/cdf-anomalygen
10/12/2026 7:30 AM UTC
sha256:61e0dfc18e5e36442ce8820387c34b85168be57b283d57f1cb53cd5c7eddfadfRUN
PYTHON_VERSION=3.13.16 PY_VER=3.13 UV_VERSION=0.12.22 APT_CACHE_BUST=2026-10-06 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=5.0.0.93 LIBGFORTRAN_LIBQUADMATH_GCC_VER=8.5.0 APEX_TARBALL_SHA256=51a3db0ae700dc9f843e5418aec3379c6cc227f4d7e02c59852038b8f02cb1bc FA3_TARBALL_SHA256=ee3693af43ed54a614ecc5c3dd0f78e17d0637a0d44ad16aaabd3d493f0ce127 UV_TARBALL_SHA256=056ef9a33d6812a51153799ce5b35b08f02f4f37b32a26d22e99245a1f16b77c PYTHON_TARBALL_SHA256=f4b1bfb3c79b5bb11b8d228a12504163b4c0dab4d679828d8f5f26b6cb6ab35d SAM2_TARBALL_SHA256=1f2fbfad3ffa38110368abac76c6ef9df9c282a66d5c2807bc94abf4d2fb30f8 LIBGFORTRAN_LIBQUADMATH_GCC_TARBALL_SHA256=d308841a511bb830a6100397b0042db24ce11f642dab6ea6ee44842e5325ed50 OSS_VENVS=/opt/venv APP_UID=10000 APP_GID=10000 VLLM_VER=0.29.0 VLLM_NUMPY_VER=2.4.6 VLLM_LARK_VER=1.2.2 uv pip install -e . --no-deps &&
  cp /NGC-DL-CONTAINER-LICENSE /workspace/cdf-anomalygen/NGC-DL-CONTAINER-LICENSE &&
  chown nvidia:nvidia /workspace/cdf-anomalygen/NGC-DL-CONTAINER-LICENSE
10/12/2026 7:30 AM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
/workspace/cdf-anomalygen
10/12/2026 7:30 AM UTC
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