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NVIDIA
NVIDIA
Merlin PyTorch
Container
NVIDIA
NVIDIA
Merlin PyTorch

The Merlin PyTorch container allows users to do preprocessing and feature engineering with NVTabular, and then train a deep-learning based recommender system model with PyTorch, and serve the trained model on Triton Inference Server.

LayerLabelCreated
d7ee4e5cbe5bc028bc5702dcb0a542998d3c80bafaf48d80410ef6b35161535cRUN
/bin/sh
03/09/2023 9:59 AM UTC
95f7890afd28920174a5a21039c92b4cc1a548d1d78c42bcb5cc950608a1e060RUN
ln -s /opt/tritonserver/backends/pytorch/* /usr/local/lib/
03/09/2023 9:59 AM UTC
45871f229e7e8ac057b2d28dd6596bb587f01d498640a573c98a1ec02f01cc97COPY
--chown=1000:1000dir:438be91ff4a7f2eb6969bcfa9102e396198048d4df5c0589c82a23652c33c3ad in /usr/local/lib/python3.8/dist-packages/torch.egg-info/
03/09/2023 9:59 AM UTC
1f95b7c5d1c84d201bf88e10fae0d58fa23031ab48b1c4673b382c32f9eeccf4COPY
--chown=1000:1000dir:b2533420e33d8337afde9d69ec6d5ff238705ae597848613d2e87b98aa759ecf in /usr/local/lib/python3.8/dist-packages/numpy.dist-info/
03/09/2023 9:59 AM UTC
cf37d505d17551cc7f6a1a532577241d54bb9c9f8fe0040a897c97e4b23e99e3COPY
--chown=1000:1000dir:c3e274754b9ed44f4837970f248064bce476b1a8e454ea7008bf3c28141900df in /usr/local/lib/python3.8/dist-packages/numba.dist-info/
03/09/2023 9:59 AM UTC
32afa9a1b60c149b6db74857a41de0f87ba55540c577e8ebf39dd0dbee64987dCOPY
--chown=1000:1000dir:0b4a2fe3316b0af7a990d225be3c362e6ae530729d8087392236a34d44f12e83 in /usr/local/lib/python3.8/dist-packages/torch
03/09/2023 9:59 AM UTC
d18cec56d92b8f196dbc33d6c9f89b9b8a88bb0d5ef40e9414980006c84fb727COPY
--chown=1000:1000dir:35d5a1faa50a089662e762b1f0b5bf2a3838e42c7d9f7942de2a3c5cc7e52041 in /usr/local/lib/python3.8/dist-packages/numpy
03/09/2023 9:58 AM UTC
db6f802a85a00cabfcc6273ef9991976be1d60be8cfbbe452018e414ce307f9fCOPY
--chown=1000:1000dir:b794a05047dcc4f20e757b8295ff0e7a362ce60eeb726b9af9a1d45604e081c0 in /usr/local/lib/python3.8/dist-packages/numba
03/09/2023 9:58 AM UTC
0b3148a00fa8c3a1cd19ab171b81bec3b34c916a81907322a140507bfd23f778COPY
--chown=1000:1000dir:f5e4d3a54d12a65ddfeefa2b71bd2a6418bf7eb551bc4277195322230e62b76b in backends/pytorch
03/09/2023 9:58 AM UTC
4302de031b7be705a654cad3cbb76d73730c10f8e867c40da25266f3c9e1dc8aRUN
pip install --no-cache-dir --no-deps torch torchmetrics &&
  pip install --no-cache-dir --upgrade pip &&
  rm -rf /usr/local/lib/python3.8/dist-packages/torch &&
  rm -rf /usr/local/lib/python3.8/dist-packages/caffe2
03/09/2023 9:58 AM UTC
...