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NVIDIA
NVIDIA
Merlin TensorFlow
Container
NVIDIA
NVIDIA
Merlin TensorFlow

The Merlin TensorFlow container allows users to do preprocessing and feature engineering with NVTabular, and then train a deep-learning based recommender system model with TensorFlow, and serve the trained model on Triton Inference Server.

LayerLabelCreated
86f8e253612081823a5e1b6944bd02701513cad1784c9dce582c63218d4915ebRUN
|5
09/30/2022 12:55 PM UTC
113d6d8608c6b8e664ec1cd000d497f02536f8bec4257842e5a53370895b240aARG
INSTALL_DISTRIBUTED_EMBEDDINGS=true
09/30/2022 12:54 PM UTC
6ff98a2298baea8aa13bc334b783b0ae5c1c142e36257c6812d90f1714988a1cRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.0 _CI_JOB_TOKEN= _HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git if [ "$HUGECTR_DEV_MODE" == "false" ]; then git clone --branch ${HUGECTR_VER} --depth 1 https://${_CI_JOB_TOKEN}${_HUGECTR_REPO} /hugectr &&
  pushd /hugectr &&
  pip install ninja &&
  git submodule update --init --recursive &&
  cd sparse_operation_kit &&
  python setup.py install &&
  cd ../hierarchical_parameter_server &&
  python setup.py install &&
  popd; fi
09/30/2022 12:54 PM UTC
58bbaa5243ca831ea3b55297261c507a77a382c90d8ebe59843c977b88bf3cddRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.0 _CI_JOB_TOKEN= _HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git ln -s /usr/lib/x86_64-linux-gnu/libibverbs.so.1 /usr/lib/x86_64-linux-gnu/libibverbs.so
09/30/2022 12:43 PM UTC
8e48d017a1c753cf6c113a5b96983c5b1f33efdab520eb57a1cff9d16af915d5RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.0 _CI_JOB_TOKEN= _HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git mkdir -p /usr/local/nvidia/lib64 &&
  ln -s /usr/local/cuda/lib64/libcusolver.so /usr/local/nvidia/lib64/libcusolver.so.10
09/30/2022 12:43 PM UTC
de17ed2362b12588430bd659a76684200a9ac0f8167c08526a6e4ad97cb4ad16ARG
HUGECTR_VER=master
09/30/2022 12:43 PM UTC
7fb066cd14e30e0fe5d1ab02468c6d95fe2a2454e694860bd6707ba6472a2a5dARG
_CI_JOB_TOKEN=
09/30/2022 12:43 PM UTC
e39aa1992593a930bc1dbe18a3511bfc22228e3afe2ad5bd52361f29a661ad21ARG
_HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git
09/30/2022 12:43 PM UTC
6fa1ce86b1a375013c09399e67673aecc33df91745a64c74a6b7a7a41d1b0a80ARG
HUGECTR_DEV_MODE=false
09/30/2022 12:43 PM UTC
bfa010afc469788279a5c46e233d314771f37b0fae9ec7ef01c0f516cbe3d39eENV
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:/opt/tritonserver/lib LIBRARY_PATH=/usr/local/hugectr/lib:/usr/local/cuda/lib64/stubs: SOK_COMPILE_UNIT_TEST=ON
09/30/2022 12:43 PM UTC
...

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