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:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CONFIG
411eab8e389102788bd52723e82ccbc4167b6b4c300cfff0d8329ead1e5832f4RUN
/bin/bash -c #(nop) ENTRYPOINT []
05/03/2021 10:51 PM UTC
c6c9105e05945311f0f084a824aaf2fe4803c5ee92cfbf918c26ce610a516ee9RUN
/bin/bash -c #(nop) HEALTHCHECK &{["NONE"] "0s" "0s" "0s" '\x00'}
05/03/2021 10:51 PM UTC
a84c91ef61381a6192b9de741ae930525dde78b8cc9c7f48efeda81424329dbeRUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.1 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c echo $(du -h --max-depth=1 /)
05/03/2021 10:51 PM UTC
8808344c5759cd1e5cdb035a90de61507cd7ac0b37ad9a4df080a64781377f4fRUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.1 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c pip install tqdm
05/03/2021 10:51 PM UTC
253d4f6832505d4c82583448691b0a8fad1d18f3edf9c1db7888545856048a4bRUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.1 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c rm -rf /repos
05/03/2021 10:51 PM UTC
27460628ae7f1f3e8be45e59a9d4be5f0abced3dc85e7a1ae1c56f538c999d9cRUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.1 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c echo $(du -h --max-depth=1 /)
05/03/2021 10:51 PM UTC
e590beed22dc409f52cd1b9323101f44834a2457e261ba3b2f74dedf1db1fb81RUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.1 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c ln -s /usr/local/hugectr/backends/hugectr /opt/tritonserver/backends/
05/03/2021 10:51 PM UTC
a99d0963d178e640df18f4c013d73125694e7a1ec193d853dce3a482f6b9299cRUN
/bin/bash -c #(nop) ENV LD_LIBRARY_PATH=/usr/local/hugectr/lib:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/lib:/repos/dist/lib LIBRARY_PATH=/usr/local/hugectr/lib:/usr/local/cuda/lib64/stubs: PYTHONPATH=/usr/local/hugectr/lib:
05/03/2021 10:51 PM UTC
024887d9640ffcd1a1af0bbd046d32ddb6dba74a7c273006352154cd8cf6a719RUN
CUDF_VER=v0.19.1 HUGECTR_VER=v3.0.1 HUGEINF_VER=0 NVTAB_VER=v0.5.1 RELEASE=true RMM_VER=v0.19.0 SM=60;61;70;75;80 /bin/bash -c git clone https://github.com/NVIDIA/HugeCTR.git /repos/HugeCTR &&
  cd /repos/HugeCTR &&
  if [ "$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
05/03/2021 10:51 PM UTC
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