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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
8f3a8edb281144782d43c77eabd7c550312a2d78551846c46aa1ded6d0c163efRUN
/bin/sh
11/23/2022 5:12 PM UTC
6fb787672c2491ea2420db19bea5ff961ec1b29384515b2030fe1ef66ee02a9cRUN
pip install --no-deps fastai fastcore fastprogress fastdownload
11/23/2022 5:11 PM UTC
bdd25ffcf4f49380127d6ead8c35d5524005343699bd79cfc802d252756e5120COPY
--chown=1000:1000dir:6f07987f8cb6c3fd3725beed0ea1a5861d4101e15c8f20c12e58d706191e86d8 in /usr/local/lib/python3.8/dist-packages/torch
11/23/2022 5:11 PM UTC
2be7a18b81a50912d6a173914dd42383387ab0dbfca6823c3eb4d9221536b407COPY
--chown=1000:1000dir:76386bde9f857a3d3b759e6831ae01ff0f76142feea94e09ab3e483616190c0a in /usr/local/lib/python3.8/dist-packages/numpy
11/23/2022 5:11 PM UTC
1e67d85cb04c3138ffb5bade7afdbfbff742766342d7fb3d2f68a3063fc588b9COPY
--chown=1000:1000dir:226bfeb0fa603039a20a2b22903990a7a8daf610d08ef18f88505dce3e0d9903 in /usr/local/lib/python3.8/dist-packages/numba
11/23/2022 5:11 PM UTC
4a89eeb2cb714674a86254ec359f0eac5bda25e1ddbcb9ebb4ca7c3619984d43COPY
--chown=1000:1000dir:03e8d035af9fb9a9f9ea3cf98748c267ccca444c9d7bf3886ed3aca92dccbdb1 in backends/pytorch
11/23/2022 5:11 PM UTC
d2f9dd6b06200e0d8cdcf839d7ab124efaf22a6481b2ebd100be5912d80a12cfRUN
pip install --no-cache-dir --no-deps torch torchmetrics &&
  rm -rf /usr/local/lib/python3.8/dist-packages/torch &&
  rm -rf /usr/local/lib/python3.8/dist-packages/caffe2
11/23/2022 5:11 PM UTC
c3bb75464594afb3d35370198b4373fd95089a0a6e7d1d18eab84b82a9d25aa1RUN
apt update -y --fix-missing &&
  apt install -y --no-install-recommends libatlas-base-dev libmkl-dev &&
  apt autoremove -y &&
  apt clean &&
  rm -rf /var/lib/apt/lists/*
11/23/2022 5:10 PM UTC
2fbcdf1d4226e48b0ffc5aa9367e4316ba42cb80246ad6051b0467bc12df3e93ENTRYPOINT
/opt/nvidia/nvidia_entrypoint.sh
11/23/2022 3:49 PM UTC
5aaddcb04a277e4bc5623c96fc74a71bb3b2f06246330fd364621994a4a3cb55CMD
/bin/bash
11/23/2022 3:49 PM UTC
...

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