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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
b3d4c7c6252fe5832e7520349d90aea7ed41f5fe58aa5ce63f4bf9a7a1558c63RUN
|6
03/09/2023 9:59 AM UTC
ed65fb63658e56728627c0263bead0bb002ff8a248a6ab8d9f05210bd844ab57ARG
TFDE_VER=v0.2
03/09/2023 9:44 AM UTC
c7d2e81598272ea1ee0b94c7ba31f11b5bfc6d5035bfbd384038f49361deef23ARG
INSTALL_DISTRIBUTED_EMBEDDINGS=true
03/09/2023 9:44 AM UTC
ab82f33694f2c0dcb583f3c1afbe3af5db71d0e03b62770630328a367e16eaceRUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.02.00 _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
03/09/2023 9:44 AM UTC
251a21700953d7643ba2e64100ff2a6ce7395f43b292a1108549c66b87c08852RUN
HUGECTR_DEV_MODE=false HUGECTR_VER=v23.02.00 _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
03/09/2023 9:44 AM UTC
5a1a7a73c8158da6d224a5c7b5f40d7bf1ddfd4e7b6f4a7cfb5c6bc3ea665497ENV
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
03/09/2023 9:44 AM UTC
e198113e5db3e4b8593c45d20ef293effe03c735be8f377521d9e8d137c9a992ARG
HUGECTR_VER=main
03/09/2023 9:44 AM UTC
7558d7bb144914a25bedd4d94a0d20ea9db330c16d15bf6ce8035fe94487251fARG
_CI_JOB_TOKEN=
03/09/2023 9:44 AM UTC
bac04fe5ff7bbb94362c31cdb7fa6ff17c42c24e49507a39f28efe6674b3bd5bARG
_HUGECTR_REPO=github.com/NVIDIA-Merlin/HugeCTR.git
03/09/2023 9:44 AM UTC
dd844c5280c3f1f89d3ffb357a89acb31ffb17c8cd6f7065f7d88c82c1a236b1ARG
HUGECTR_DEV_MODE=false
03/09/2023 9:44 AM UTC
...

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