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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
54aceede78605dcb0ce09cae40abfcea1f2fbdb09ef22c4818ec715c4b979069RUN
/bin/sh
08/30/2023 3:03 AM UTC
6fa208750238e8dd3654981789eb52648ac237cc5ceaf05331f7dd04be6023e0RUN
ln -s /opt/tritonserver/backends/pytorch/* /usr/local/lib/
08/30/2023 3:03 AM UTC
6b779f888fb5cff657cdbe6fe86707f264832c5cfcc3f58ee1d3040cc09894fdCOPY
--chown=1000:1000dir:1a5ca6dfe8eada207b7ef8e793a3d89c8a45335e87a07bc147d9f535fd1a7426 in /usr/local/lib/python3.10/dist-packages/torch.egg-info/
08/30/2023 3:03 AM UTC
5308b7c03cdedbfeb5f4bb9b40ca03efd39535e5ea7e0ef3de62fa07edf523a4COPY
--chown=1000:1000dir:aa26a6b9ed90d8a30bd0209a98ead8506ba8005252f79b13314c46afe5dac6aa in /usr/local/lib/python3.10/dist-packages/numpy.dist-info/
08/30/2023 3:03 AM UTC
8dbae78e1014668f15db8e27b0e4a95ca3f4bebb3b5c554787d3f3a9c47ec220COPY
--chown=1000:1000dir:7b4ffac94789f98e1ca57dc46d652ac800ab9018d6f0d8fe9197c71468fe53a7 in /usr/local/lib/python3.10/dist-packages/numba.dist-info/
08/30/2023 3:03 AM UTC
4af0a4e79cbc3d188e53754d3ac180601117515330a389ab97d40cbf910020ebCOPY
--chown=1000:1000dir:c0325a44c93e2b7ad6997bfa75ca0d31d2960146ea70aa2ab88053d224a73b2d in /usr/local/lib/python3.10/dist-packages/torch
08/30/2023 3:03 AM UTC
77fea4c99b05939c2ee73fee8d4f3f6c33aef98ab3d3e82819a1126e0f6a5e5cCOPY
--chown=1000:1000dir:de02e7822881480fd557d72181023dc7d978956a2cd2476db41f4314a6d0b929 in /usr/local/lib/python3.10/dist-packages/numpy
08/30/2023 3:03 AM UTC
b096fac59a7c5870a99be178645770a9436596a6aca19132b305b41e5f4b7256COPY
--chown=1000:1000dir:e22681d71bcec78ef3cf2f43e2ec9872962c78bbf1996c7aed2949e4536712fa in /usr/local/lib/python3.10/dist-packages/numba
08/30/2023 3:03 AM UTC
df7f9d9805a7fa993889071022e78c4be2ec7d784f541a21bdf2bc8708efef4eCOPY
--chown=1000:1000dir:f9728e275bd8e3981ce2e4b61066d528c72248225697b2ac1e54aee46a12fce3 in backends/pytorch
08/30/2023 3:02 AM UTC
f55cd76daa43151ab23a7c2f74abe4d4347877d15ca075eb65e35ba99ea4aa6aRUN
pip install --no-cache-dir --no-deps torch torchmetrics pytorch-lightning lightning-utilities &&
  pip install --no-cache-dir --upgrade pip &&
  pip install sympy &&
  rm -rf /usr/local/lib/python${PYTHON_VERSION}/dist-packages/torch &&
  rm -rf /usr/local/lib/python${PYTHON_VERSION}/dist-packages/caffe2
08/30/2023 3:02 AM UTC
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