ContainersNVIDIADeepSeek-R1NVIDIALlama-3.1-Nemotron-70B-InstructNVIDIAPyTorch
CollectionsNVIDIAOmniverse Kit (FB)NVIDIADeepStream SDKNVIDIAOmniverse Kit App Streaming
ModelsNVIDIAStyleGAN3 pretrained modelsNVIDIAPeopleNetNVIDIATrafficCamNet
ResourcesNVIDIARiva Skills Quick Start
Helm ChartsNVIDIAGPU OperatorNVIDIANVIDIA NIM Operator
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
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
...