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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
0464861baae938bd7361f73e54d7a8718fff9062bff5bc7e830b6924dbf4f681RUN
|6
06/23/2023 9:03 AM UTC
a5aa958b755d244e1adc5356ffdddbb9f2b66cbbfa0de9468dea642a3c49f4ebARG
TFDE_VER=v0.3
06/23/2023 8:47 AM UTC
34994d90db806a602c234a15d85e779f0b8b7b0cf8b1a9fa6929434247b9d9b5ARG
INSTALL_DISTRIBUTED_EMBEDDINGS=false
06/23/2023 8:47 AM UTC
02efd7f5dd54c99ed2e54213ea554171c7bef6f6c25c479afff089349e22578fRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.06.00 _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
06/23/2023 8:47 AM UTC
f813156b18710f6a08958e3b8ab8cf7f9b27fbe587c053aeab15c752620fa4fcRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.06.00 _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.10
06/23/2023 8:47 AM UTC
9ee397716fb0a52c2a6173dc95f118d3217cec6ecab1e8790dd8442a297756aaENV
CPATH=:/usr/local/hugectr/include:/include LD_LIBRARY_PATH=/lib:/usr/local/lib/python3.8/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 LIBRARY_PATH=/lib:/usr/local/cuda/lib64/stubs: SOK_COMPILE_UNIT_TEST=ON
06/23/2023 8:47 AM UTC
2eb26d1dabd9c23662031afbe3a951beb22d750c908d33f396416fa8957b6536ARG
HUGECTR_VER=main
06/23/2023 8:47 AM UTC
f7a351c73755c5d192f45c35629bf1aa0d0e6c4f716c079eb85f71261953d2bfARG
_CI_JOB_TOKEN=
06/23/2023 8:47 AM UTC
0e7dbac3107e5f666a3cb3aa0076233066dd757af80096d75bebb0db87b48aa0ARG
_HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git
06/23/2023 8:47 AM UTC
713472764a4a08c02f0fbeb84c12f6cc956e973b03a6c061ea37722605deeafaARG
HUGECTR_DEV_MODE=false
06/23/2023 8:47 AM UTC
...

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