NVIDIA
NVIDIA
PAIDF Simulation
Container
NVIDIA
NVIDIA
PAIDF Simulation

PAIDF Simulation provides synthetic data generation and domain registration tooling for PCB Automated Optical Inspection. It leverages NVIDIA Omniverse Replicator to generate photorealistic synthetic PCB images with defect annotations for training and validating defect detection models in manufacturing quality assurance pipelines.

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENTRYPOINT
["/bin/bash" "-c" "/isaac-sim/kit/kit /isaac-sim/apps/isaacsim.exp.base.kit --no-window --/rtx/hydra/supportMultiTickRate=false --exec \"$@\"" "--"]
05/29/2026 10:43 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1WORKDIR
/workspace/paidf-simulation
05/29/2026 10:43 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENV
PYTHONPATH=/isaac-sim/exts/omni.pip.compute/pip_prebundle:
05/29/2026 10:43 PM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4USER
isaac-sim
05/29/2026 10:43 PM UTC
sha256:aa224b8dca39e425a56bd46ac81f6bab6f7cd63ea927505624aba8c4c5c32f24RUN
AIOHTTP_VERSION=3.13.5 PILLOW_VERSION=12.2.0 cp /isaac-sim/LICENSE.txt /workspace/paidf-simulation/BASE_IMAGE_LICENSE.txt &&
  awk -F'"' '/^version *=/ {print $2; exit}' /workspace/paidf-simulation/pyproject.toml > /workspace/paidf-simulation/VERSION &&
  chown isaac-sim:isaac-sim /workspace/paidf-simulation/BASE_IMAGE_LICENSE.txt /workspace/paidf-simulation/VERSION
05/29/2026 10:43 PM UTC
sha256:4f4fb700ef54461cfa02571ae0db9a0dc1e0cdb5577484a6d75e68dc38e8acc1RUN
AIOHTTP_VERSION=3.13.5 PILLOW_VERSION=12.2.0 rm -rf /workspace/paidf-simulation/scripts/usd2roi/output /workspace/paidf-simulation/scripts/usd2roi/__pycache__ /workspace/paidf-simulation/scripts/sdg/standalone/__pycache__ /workspace/paidf-simulation/sdg_test_output /workspace/paidf-simulation/output
05/29/2026 10:43 PM UTC
sha256:ffa87393dbcd88e8f4a72984dfeb8f8cdc6d8dc1f898b2b239a5ba17026ff46fCOPY
--chown=isaac-sim:isaac-sim . /workspace/paidf-simulation
05/29/2026 10:43 PM UTC
sha256:b594a569586c093143a2f73f59f1bc9a74590637971a45419b06b33a0a29a146RUN
AIOHTTP_VERSION=3.13.5 PILLOW_VERSION=12.2.0 pip3 install --no-cache-dir --break-system-packages cupy-cuda12x nvidia-cuda-nvrtc-cu12 nvidia-cuda-runtime-cu12 2>/dev/null ||
  pip3 install --no-cache-dir cupy-cuda12x nvidia-cuda-nvrtc-cu12 nvidia-cuda-runtime-cu12 ||
  echo "[cad2roi] cupy install failed — registration will run on CPU"
05/29/2026 6:35 PM UTC
sha256:7bdfe96bad729a25b8116ba641235f50e0e2e87afec8a94bee18d8098f704c65RUN
AIOHTTP_VERSION=3.13.5 PILLOW_VERSION=12.2.0 set -eux; if [ -f /etc/apt/sources.list ]; then sed -i 's/^# *deb-src/deb-src/' /etc/apt/sources.list; fi; for f in /etc/apt/sources.list.d/*.sources; do [ -f "$f" ] ||
  continue; if ! grep -q '^Types:.*deb-src' "$f"; then sed -i 's/^Types: deb$/Types: deb deb-src/' "$f"; fi; done; apt-get update; mkdir -p /usr/share/oss-sources/debian; dpkg-query -W -f='${Package}\n' | sort > /tmp/oss/pkgs-after; comm -13 /tmp/oss/pkgs-base /tmp/oss/pkgs-after > /usr/share/oss-sources/debian/NEW_PACKAGES.txt; echo "=== OSS: new Debian packages in final image (vs base) ==="; cat /usr/share/oss-sources/debian/NEW_PACKAGES.txt; src_pkgs=$(while read -r p; do [ -z "$p" ] &&
  continue; dpkg-query -W -f='${source:Package}\n' "$p"; done < /usr/share/oss-sources/debian/NEW_PACKAGES.txt | sort -u); echo "=== OSS: unique source packages to collect ==="; echo "$src_pkgs" | tee /usr/share/oss-sources/debian/SOURCE_PACKAGES.txt; cd /usr/share/oss-sources/debian; for src in $src_pkgs; do apt-get source --download-only "$src"; done; cd /; rm -rf /tmp/oss; apt-get clean; rm -rf /var/lib/apt/lists/*
05/29/2026 6:35 PM UTC
sha256:9f69574955de4419eab4c6ba37b16729f96672be87e3d9ad60c817261516f682RUN
AIOHTTP_VERSION=3.13.5 PILLOW_VERSION=12.2.0 pip3 install --no-cache-dir --break-system-packages numpy Pillow==${PILLOW_VERSION} aiohttp==${AIOHTTP_VERSION} pyyaml usd-core 2>/dev/null ||
  pip3 install --no-cache-dir numpy Pillow==${PILLOW_VERSION} aiohttp==${AIOHTTP_VERSION} pyyaml usd-core
05/29/2026 6:35 PM UTC

NVIDIA uses cookies to improve your experience on our web site. We and our third-party partners also use cookies and other tools to collect and record information you provide as well as information about your interactions with our websites for performance improvement, analytics, and to assist in marketing efforts. By clicking "Accept All", you consent to our use of cookies and other tools as described in our Cookie Policy. You can manage your cookie settings by clicking on "Manage Settings." By continuing to use this site or by clicking one of the buttons below, you agree to our Terms of Service (which contains important waivers). Please see our Privacy Policy for more information on our privacy practices.