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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
651cc4e4fadf6675e1ec12d0274ca2e50f2f83283d12d18ef0b4d3b861ab669eRUN
|6
09/29/2023 2:54 PM UTC
5d444a72ed0156d397277424b76e2a38171747a19138fba827e53428e3082723ARG
TFDE_VER=v23.03.00
09/29/2023 2:46 PM UTC
b9d4eecf47ca3bd21fff2530cd790bf1807992261b870ea66cebe1035ad0932eARG
INSTALL_DISTRIBUTED_EMBEDDINGS=false
09/29/2023 2:46 PM UTC
913e7cdbb83517741733d5c37db070ab942b9a2ff1048a3817b39b023b213710RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.09.00 _CI_JOB_TOKEN= _HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git ln -s libibverbs.so.1 $(find /usr/lib/*-linux-gnu/libibverbs.so.1 | sed -e 's/\.1$//g')
09/29/2023 2:46 PM UTC
2aac11821b1aca997ecc617e6efa6b2d1ed34efd1425f727a2af7a345e0c40baRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.09.00 _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
09/29/2023 2:46 PM UTC
4df44c67aac2408a88e6e0c4fc2e47da1ac628858a0a044aee132e91b06e3bd6ENV
LD_LIBRARY_PATH=/usr/local/lib/python3.10/dist-packages/tensorflow:/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:/usr/lib/jvm/default-java/lib:/usr/lib/jvm/default-java/lib/server:/opt/tritonserver/lib:/usr/local/hugectr/lib SOK_COMPILE_UNIT_TEST=ON
09/29/2023 2:46 PM UTC
db570fe238615babca4366181ba4b177f23f010ac64c5a8506153df98b73dfffARG
HUGECTR_VER=main
09/29/2023 2:46 PM UTC
c56c54a9aae6a6cb457c339b59fa97928e9f8d664f0ee1d83e0995d0a1ec630eARG
_CI_JOB_TOKEN=
09/29/2023 2:46 PM UTC
d7e6ca77e00788017b7be6209085184b395b3780553744b5457efef60874e314ARG
_HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git
09/29/2023 2:46 PM UTC
f776e81d130922076e553a2d4f858e089554ff2d02f18b0c301f08bd12efd4edARG
HUGECTR_DEV_MODE=false
09/29/2023 2:46 PM UTC
...

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