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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
cdc8e279385ef2ee58cf79ffab317cad3878918cbab30f197b51f16f03f2e66fRUN
|6
11/23/2022 5:25 PM UTC
da1cff76a8f570a9cf67c9ec5539a7df8f39c439e2fc73d73cc4ce13f0d14908ARG
TFDE_VER=v0.2
11/23/2022 5:22 PM UTC
ba45e96d4744af69a58670b846257d3f245f7f49b7bf68bfbc98dfb9cf3ae225ARG
INSTALL_DISTRIBUTED_EMBEDDINGS=true
11/23/2022 5:22 PM UTC
a006a17eaa13cd11b3774983f3ed79b24b008d36f268bd362810d8dee027c650RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.2 _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
11/23/2022 5:22 PM UTC
dc22f9ee3513f33bc319093facbbaf99dfbff877326e24dcfb3a03525642b594RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.2 _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
11/23/2022 5:11 PM UTC
7878c42337a7a9c2b6f42e10a727246a098a2c7612fe9df6033c9043241dafbaRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v4.2 _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
11/23/2022 5:11 PM UTC
5be8c1a2308dee84340c6c1ce63383159a146ffde608e1ad6adc1660422c93e7ARG
HUGECTR_VER=main
11/23/2022 5:11 PM UTC
2024704c11117a890b146852bde8d09f1a50080c1c08ec91db555acb9038a8b3ARG
_CI_JOB_TOKEN=
11/23/2022 5:11 PM UTC
9a81a6d814ac10af12d81411e892e90cb2c88266780892a7bbe5680406ef0119ARG
_HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git
11/23/2022 5:11 PM UTC
001af29554fbae52b8faa5eab843e6409e3b1a26bdfc0219d8861420c1a494cfARG
HUGECTR_DEV_MODE=false
11/23/2022 5:11 PM UTC
...