ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
NVIDIA
NVIDIA
Merlin Inference
Container
NVIDIA
NVIDIA
Merlin Inference

This container allows users to deploy NVTabular workflows and HugeCTR or TensorFlow models to Triton Inference server for production.

LayerLabelCreated
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
/bin/bash -c #(nop) CMD ["/bin/bash"]
05/15/2021 7:45 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
/bin/bash -c #(nop) ENTRYPOINT []
05/15/2021 7:45 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
/bin/bash -c #(nop) HEALTHCHECK &{["NONE"] "0s" "0s" "0s" '\x00'}
05/15/2021 7:45 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.2 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c echo $(du -h --max-depth=1 /)
05/15/2021 7:45 AM UTC
sha256:e61049af11bdee25ec915c70caa9a2d2d6cb3ffe16a2d2a6121376f6eb410130RUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.2 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c pip install tqdm
05/15/2021 7:45 AM UTC
sha256:e218a3df1a2e2dfa1d7f90404682d3a06d0e7eb56fb472c34906bc686cfe9ee8RUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.2 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c rm -rf /repos
05/15/2021 7:45 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.2 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c echo $(du -h --max-depth=1 /)
05/15/2021 7:45 AM UTC
sha256:2f58a3ee3811bfe94394008ba6d99375e9dc89b9f77f3a4b4e90e56d6e8122e4RUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.2 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c ln -s /usr/local/hugectr/backends/hugectr /opt/tritonserver/backends/
05/15/2021 7:45 AM UTC
sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
/bin/bash -c #(nop) ENV LD_LIBRARY_PATH=/usr/local/hugectr/lib:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/lib:/repos/dist/lib LIBRARY_PATH=/usr/local/hugectr/lib:/usr/local/cuda/lib64/stubs: PYTHONPATH=/usr/local/hugectr/lib:
05/15/2021 7:45 AM UTC
sha256:98fccc416af5fc72a54b041433002a9580b72dc63bdf44d529d5f71436878411RUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.2 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c git clone https://github.com/NVIDIA/HugeCTR.git /repos/HugeCTR &&
  cd /repos/HugeCTR &&
  if [ "$RELEASE" == "true" ] &&
  [ ${HUGECTR_VER} != 0 ]; then git fetch --all --tags &&
  git checkout tags/${HUGECTR_VER}; else git checkout master; fi &&
  git submodule update --init --recursive &&
  mkdir -p build &&
  cd build &&
  cmake -DCMAKE_BUILD_TYPE=Release -DSM=$SM -DENABLE_INFERENCE=ON .. &&
  make -j$(nproc) &&
  make install &&
  export CPATH=/usr/local/hugectr/include:$CPATH &&
  export LIBRARY_PATH=/usr/local/hugectr/lib:$LIBRARY_PATH &&
  git clone https://github.com/triton-inference-server/hugectr_backend /repos/hugectr_inference_backend &&
  cd /repos/hugectr_inference_backend &&
  if [ "$RELEASE" == "true" ] &&
  [ ${HUGEINF_VER} != 0 ] ; then git fetch --all --tags &&
  git checkout tags/${HUGEINF_VER}; else git checkout main; fi &&
  mkdir -p build &&
  cd build &&
  cmake -DCMAKE_INSTALL_PREFIX:PATH=/usr/local/hugectr .. &&
  make -j$(nproc) &&
  make install
05/15/2021 7:45 AM 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.