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NVIDIA
NVIDIA
Merlin Tensorflow Inference
Container
NVIDIA
NVIDIA
Merlin Tensorflow Inference

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

LayerLabelCreated
b5c62bd857566f990cb775198daf17597994c5e45f4e3d769f3bb99cd2f21b0fRUN
/bin/sh
05/06/2022 10:56 AM UTC
13747685974f3457a1a89d033c3207091f01bd9b61f0779559e51697e7e3ff87CMD
/bin/bash
05/06/2022 10:56 AM UTC
7f3aa45b1187ea75c65e8715d4ab1da56fa920fb3daaa5f8282ac56ba636e602HEALTHCHECK
&{["NONE"] "0s" "0s" "0s" '\x00'}
05/06/2022 10:56 AM UTC
d79004a37d40d18f8edf87e2198017e969917b180d6ff0a9195fcc242c4f8126RUN
CORE_VER=main CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=main HUGECTR_VER=master MODELS_VER=main NVTAB_BACKEND_VER=main NVTAB_VER=main RMM_VER=v22.02.00 SYSTEMS_VER=main TF4REC_VER=main TRITON_VERSION=22.03 rm -rf /repos
05/06/2022 10:56 AM UTC
b563ef930139257b57b412dce18f82e8ced476691d9ea90fff1c5cf197275eaeRUN
CORE_VER=main CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=main HUGECTR_VER=master MODELS_VER=main NVTAB_BACKEND_VER=main NVTAB_VER=main RMM_VER=v22.02.00 SYSTEMS_VER=main TF4REC_VER=main TRITON_VERSION=22.03 git clone https://github.com/NVIDIA-Merlin/nvtabular_triton_backend.git build-env &&
  cd build-env &&
  git checkout ${NVTAB_BACKEND_VER} &&
  cd .. &&
  pushd build-env &&
  mkdir build &&
  cd build &&
  cmake -Dpybind11_DIR=/usr/local/lib/python3.8/dist-packages/pybind11/share/cmake/pybind11 -D TRITON_COMMON_REPO_TAG="r$TRITON_VERSION" -D TRITON_CORE_REPO_TAG="r$TRITON_VERSION" -D TRITON_BACKEND_REPO_TAG="r$TRITON_VERSION" .. &&
  make -j &&
  mkdir /opt/tritonserver/backends/nvtabular &&
  cp libtriton_nvtabular.so /opt/tritonserver/backends/nvtabular/ &&
  popd &&
  rm -rf build-env
05/06/2022 10:56 AM UTC
79a34fa0cb3c40cefbbb2ceea8438e55a9d2e0cc59ce6796cb6710d116282725ARG
TRITON_VERSION
05/06/2022 10:56 AM UTC
f42b6edacb403655153d0274034cc51a6e617954035fea6f09547c096343794dRUN
CORE_VER=main CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=main HUGECTR_VER=master MODELS_VER=main NVTAB_BACKEND_VER=main NVTAB_VER=main RMM_VER=v22.02.00 SYSTEMS_VER=main TF4REC_VER=main git clone https://github.com/NVIDIA-Merlin/Merlin/ /Merlin
05/06/2022 10:56 AM UTC
6537d282662c40ded6fef39fa156b4c1733fb17e0aeb587fd01473e08dda2b8eENV
PYTHONPATH=/usr/lib/python3.8/site-packages::/core:/systems:/nvtabular:/transformers4rec:/models
05/06/2022 10:56 AM UTC
821f07799af24de7c78f6ce44580535809a1b40d6a15619b95ba246de067a609RUN
CORE_VER=main CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=main HUGECTR_VER=master MODELS_VER=main NVTAB_BACKEND_VER=main NVTAB_VER=main RMM_VER=v22.02.00 SYSTEMS_VER=main TF4REC_VER=main git clone https://github.com/NVIDIA-Merlin/Models.git /models/ &&
  cd /models/ &&
  git checkout ${MODELS_VER} &&
  pip install . --no-deps;
05/06/2022 10:56 AM UTC
380a1b6741aa8d12f8033e592e5351d73ab01aed1746420d42ac230b329a7443ENV
PYTHONPATH=/usr/lib/python3.8/site-packages::/core:/systems:/nvtabular:/transformers4rec
05/06/2022 10:55 AM UTC
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