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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
b43bcd2d0f53adcd43dd75392ddc8c9d4d225a5ee0eb7819ed012bdfe481aedeRUN
|6
08/30/2023 9:56 AM UTC
67bdc54ec89d411241b750afbd04afc9256c9754b49b321c8179a6c6dad9301fARG
TFDE_VER=v23.03.00
08/30/2023 9:43 AM UTC
8b6e2e6acad34442f2f560ecc68a1e5a51f1289a2cadca0cb783db1a9532dc27ARG
INSTALL_DISTRIBUTED_EMBEDDINGS=false
08/30/2023 9:43 AM UTC
6aee17a5e85e69bce9069bed042ba0d7eb4e384e0b8d50354b5c94442b40c2b1RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.08.00 _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')
08/30/2023 9:43 AM UTC
706f3daea93f9ed93c55a0e78357c4c83926d1ee95aca035a67a0eefe8d70109RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.08.00 _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
08/30/2023 9:43 AM UTC
0afae4f4f0c6ac88c1bd74a0dd28de9e226ae384353e760a65a9e28b8ae05b51ENV
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 LIBRARY_PATH=/lib:/usr/local/cuda/lib64/stubs: SOK_COMPILE_UNIT_TEST=ON
08/30/2023 9:43 AM UTC
4920daf8ee55f21e3a4067b34c1315b81535e2772e19a208ce54cf8782d37e94ARG
HUGECTR_VER=main
08/30/2023 9:43 AM UTC
12985706d242ee2829351d311c25277675c5e75328ac4c00a3ff5fb376f17752ARG
_CI_JOB_TOKEN=
08/30/2023 9:43 AM UTC
b9d5b4409f4068af371a4e60a40ae543b95cb2785f093c5e666e8bcbd9a95380ARG
_HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git
08/30/2023 9:43 AM UTC
99a10eeac2ac9eafc0111204c0b35a0b90c1c7977cb49b003bbb933a8315de57ARG
HUGECTR_DEV_MODE=false
08/30/2023 9:43 AM UTC
...

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