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  • NVIDIA
    Merlin PyTorch
    Container
    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
    sha256:a5aa88bc354078d476aa0fbefda86c5784e73815ed86aaf865a4efe1571aeea0RUN
    pip install matplotlib
    		09/30/2022 5:34 AM UTC
    sha256:69a5c4b00fa1082616cd593c589b42912216e89b42114fa0d07c0c111ac736a5RUN
    pip install --no-deps fastai fastcore fastprogress fastdownload
    		09/30/2022 5:34 AM UTC
    sha256:0ed7294c0c04ebf4c1292a706cec9f4e13f9ef2f3afe4f40f773eaa4145f3a8eCOPY
    --chown=1000:1000dir:6f07987f8cb6c3fd3725beed0ea1a5861d4101e15c8f20c12e58d706191e86d8 in /usr/local/lib/python3.8/dist-packages/torch
    		09/30/2022 5:34 AM UTC
    sha256:5b5aa8983c7808b53171a36d4a0901b91e6beb298617d93eec59cdb7408e8246COPY
    --chown=1000:1000dir:76386bde9f857a3d3b759e6831ae01ff0f76142feea94e09ab3e483616190c0a in /usr/local/lib/python3.8/dist-packages/numpy
    		09/30/2022 5:34 AM UTC
    sha256:cb8ad1e03b60afb64bee7f9a2f387b5ce626ee3250a6990c2d7b56fc3a3b8047COPY
    --chown=1000:1000dir:226bfeb0fa603039a20a2b22903990a7a8daf610d08ef18f88505dce3e0d9903 in /usr/local/lib/python3.8/dist-packages/numba
    		09/30/2022 5:34 AM UTC
    sha256:c467bae92691cc1500eb62861e8adbeb9d8397a8fe0a5e04cc91d86f12b08c12COPY
    --chown=1000:1000dir:03e8d035af9fb9a9f9ea3cf98748c267ccca444c9d7bf3886ed3aca92dccbdb1 in backends/pytorch
    		09/30/2022 5:34 AM UTC
    sha256:02e9c555279f3977be27daa9c61780800554f4097a92f69e2a0db0f1f1dfbc7eRUN
    pip install --no-cache-dir --no-deps torch torchmetrics &&
  rm -r /usr/local/lib/python3.8/dist-packages/torch &&
  rm -r /usr/local/lib/python3.8/dist-packages/caffe2
    		09/30/2022 5:33 AM UTC
    sha256:5b86db02552ec41a40a46a38c71b86e1f04594efc4801f4abf3c22a37d72d43fRUN
    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/*
    		09/30/2022 5:33 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4ENTRYPOINT
    /opt/nvidia/nvidia_entrypoint.sh
    		09/28/2022 6:40 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4CMD
    /bin/bash
    		09/28/2022 6:40 AM UTC
    ...

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