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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
593a927373a35554e5291fe4945a42bae583cd487bf9ea680413b66e7bec6375RUN
|6
01/15/2024 3:31 AM UTC
79c270ddf441b21a0dde9fc074525c10faabbdb437167a9bddec10c3742da18aARG
TFDE_VER=v23.03.00
01/15/2024 3:27 AM UTC
3b192ce89f1885185163fba11b6ec4923c669bbff542b140aae8b95bf9edd8c5ARG
INSTALL_DISTRIBUTED_EMBEDDINGS=false
01/15/2024 3:27 AM UTC
d810e09e49815c080d3e48c93852d10b02e0f3d62174c63d7322f6ea4b009efdRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.12.00 _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')
01/15/2024 3:27 AM UTC
78d2ede2a423d44098bb711d6662865260cf16434e429cc7afe0d3fcb9588f7cRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.12.00 _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
01/15/2024 3:27 AM UTC
f58760d65e06865fd24eca67565b37733f91e446b757ff0b0e23edc835184695ENV
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
01/15/2024 3:27 AM UTC
e138a117b8c168466acbdef99099f1abaab8766de8760af3f6fdd5c61c34d216ARG
HUGECTR_VER=main
01/15/2024 3:27 AM UTC
7ec1281af860ba72c54ad2c5d7fb34d63654c2bace37793fde39295e5a160f06ARG
_CI_JOB_TOKEN=
01/15/2024 3:27 AM UTC
46baf44b6a12bb343acc3a279402a38bba37afdc9ceef6345d0fa90d64d81286ARG
_HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git
01/15/2024 3:27 AM UTC
d7733227f9a0b6f09d9bc4b9230c4279ae89d119844d1f6f3fe7311b502dd3a1ARG
HUGECTR_DEV_MODE=false
01/15/2024 3:27 AM UTC
...

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