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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
1eca47c8562bda01e0f66a29982d319d8ff8a0a576fe844c35e747378234171aRUN
|6
12/31/2022 2:00 AM UTC
a56cd5621eb1e4b99e453f76d3a3e63f63b58451c6750f37180926d33a8d4523ARG
TFDE_VER=v0.2
12/31/2022 1:58 AM UTC
92e3e3ca360c3afd70e9c3f84f56f89ecedc4d68dfe9c804095d895dff990b59ARG
INSTALL_DISTRIBUTED_EMBEDDINGS=true
12/31/2022 1:58 AM UTC
9674b12c4d5ad7b2b0ec20a006ffffeb3b4c1e3cb8add75bf1efaac9164a9873RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.3 _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 ../hps_tf &&
  python setup.py install &&
  popd; fi
12/31/2022 1:58 AM UTC
accbf5030b0b8eaacc5683665a3aa0acbc8069e2d61ba8d90de14816ccb80f25RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.3 _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
12/31/2022 1:46 AM UTC
45badcdf04b1507ebb5f07af7d276b78fbfc3bc0e5fcccc1500d1da9765b17b6RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.3 _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
12/31/2022 1:46 AM UTC
c6e3172b853260106be987e28b07ce5a3d59feb1816edeae5c8a15a9de793632ARG
HUGECTR_VER=main
12/31/2022 1:46 AM UTC
6294395a30d40ee300643f54423baad00dfb778cec7e4da4f72ccc7ad998021aARG
_CI_JOB_TOKEN=
12/31/2022 1:46 AM UTC
524da35793faac13df6726ef1c402871e55c8e1acf376dd32d20a29c9092b45cARG
_HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git
12/31/2022 1:46 AM UTC
a90f2b0e7a63716127f24b7c99a5b1dfacf4ccb7bd9fa0ed0ce0c0827ed99730ARG
HUGECTR_DEV_MODE=false
12/31/2022 1:46 AM UTC
...

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