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 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
67e2ec333dce82914b600f4c0ada8011cddf62cd8d071879cef68edb365df136RUN
/bin/sh
05/11/2022 7:48 PM UTC
1042761098c1c5c03d2eee71af733cdce6cc8095e7b64e2789394f44fe6b6a6eCMD
/bin/bash
05/11/2022 7:48 PM UTC
86302e3ea1e89be31ee4f480b7e60b3ff1c009bbad4ee703951142266b45e086HEALTHCHECK
&{["NONE"] "0s" "0s" "0s" '\x00'}
05/11/2022 7:48 PM UTC
9f3a0362cbe02a1c69f720c906c8ce9dfbc0dda3a1b249df7b9743a72f939548RUN
CORE_VER=v0.3.0 CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=v3.6 HUGECTR_VER=v3.6 MODELS_VER=v0.4.0 NVTAB_BACKEND_VER=v0.6.0 NVTAB_VER=v1.1.1 RMM_VER=v22.02.00 SYSTEMS_VER=v0.2.0 TF4REC_VER=v0.1.8 TRITON_VERSION=22.03 rm -rf /repos
05/11/2022 7:48 PM UTC
a54b9a8b637d58a4d97106a23600ffd6b0e28297835d4f973f8480eb682744eeRUN
CORE_VER=v0.3.0 CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=v3.6 HUGECTR_VER=v3.6 MODELS_VER=v0.4.0 NVTAB_BACKEND_VER=v0.6.0 NVTAB_VER=v1.1.1 RMM_VER=v22.02.00 SYSTEMS_VER=v0.2.0 TF4REC_VER=v0.1.8 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
05/11/2022 7:48 PM UTC
61790d7abbd209ba2a5348541dc2c4a11fba61bf3f49b8929f72fdc1e1087f5bARG
TRITON_VERSION
05/11/2022 7:47 PM UTC
277bad950df487bf21492f9deec2ecf0a344b0c3be529bd2908212a0207eb777RUN
CORE_VER=v0.3.0 CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=v3.6 HUGECTR_VER=v3.6 MODELS_VER=v0.4.0 NVTAB_BACKEND_VER=v0.6.0 NVTAB_VER=v1.1.1 RMM_VER=v22.02.00 SYSTEMS_VER=v0.2.0 TF4REC_VER=v0.1.8 git clone https://github.com/NVIDIA-Merlin/Merlin/ /Merlin
05/11/2022 7:47 PM UTC
6be7ff3f089a445f7936ec74cae2f9d964c452f03ada0614d17201d82cc40f81RUN
CORE_VER=v0.3.0 CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=v3.6 HUGECTR_VER=v3.6 MODELS_VER=v0.4.0 NVTAB_BACKEND_VER=v0.6.0 NVTAB_VER=v1.1.1 RMM_VER=v22.02.00 SYSTEMS_VER=v0.2.0 TF4REC_VER=v0.1.8 git clone https://github.com/NVIDIA-Merlin/Models.git /models/ &&
  cd /models/ &&
  git checkout ${MODELS_VER} &&
  pip install . --no-deps;
05/11/2022 7:47 PM UTC
6d6f4d02cb1ef1cedf3b37a6440cc2790ee979f6ef3643f42d6f6c9d3a4f5761RUN
CORE_VER=v0.3.0 CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=v3.6 HUGECTR_VER=v3.6 MODELS_VER=v0.4.0 NVTAB_BACKEND_VER=v0.6.0 NVTAB_VER=v1.1.1 RMM_VER=v22.02.00 SYSTEMS_VER=v0.2.0 TF4REC_VER=v0.1.8 git clone https://github.com/NVIDIA-Merlin/Transformers4Rec.git /transformers4rec &&
  cd /transformers4rec/ &&
  git checkout ${TF4REC_VER} &&
  pip install . --no-deps
05/11/2022 7:47 PM UTC
e44dce4f204c360fca5e462da1f0451251db398e724545fc9ac6e728bd80ff18RUN
CORE_VER=v0.3.0 CUDF_VER=v22.02.00 HUGECTR_BACKEND_VER=v3.6 HUGECTR_VER=v3.6 MODELS_VER=v0.4.0 NVTAB_BACKEND_VER=v0.6.0 NVTAB_VER=v1.1.1 RMM_VER=v22.02.00 SYSTEMS_VER=v0.2.0 TF4REC_VER=v0.1.8 git clone https://github.com/NVIDIA-Merlin/NVTabular.git /nvtabular/ &&
  cd /nvtabular/ &&
  git checkout ${NVTAB_VER} &&
  pip install . --no-deps
05/11/2022 7:46 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.