NVIDIA
NVIDIA
Merlin Training
Container
NVIDIA
NVIDIA
Merlin Training

This container allows users to do preprocessing and feature engineering with NVTabular, and then train a deep-learning based recommender system model with HugeCTR.

  • LayerLabelCreated
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) CMD ["/bin/bash"]
    11/04/2021 8:58 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENTRYPOINT []
    11/04/2021 8:58 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) HEALTHCHECK &{["NONE"] "0s" "0s" "0s" '\x00'}
    11/04/2021 8:58 AM UTC
    sha256:2c45fcce43d04bf48ecbb7f220139c00368e44384fc75311228914922fbfad03RUN
    HUGECTR_VER=v3.2.1 RELEASE=true /bin/bash -c echo $(du -h --max-depth=1 /)
    11/04/2021 8:58 AM UTC
    sha256:913b367352df691ca93f4613634d71867dc6605c8f751b3a218d026795007f3aRUN
    HUGECTR_VER=v3.2.1 RELEASE=true /bin/bash -c pip install numba numpy --upgrade
    11/04/2021 8:58 AM UTC
    sha256:9a05b744b79a62c56f4988c6856cdb138fcd9ca4318f2a503e704a71ae678e48RUN
    HUGECTR_VER=v3.2.1 RELEASE=true /bin/bash -c rm -rf /repos
    11/04/2021 8:57 AM UTC
    sha256:4439d167ab3b577eae1914542ecbc49de4f4364a2cc40315a2585c57e97593eaRUN
    HUGECTR_VER=v3.2.1 RELEASE=true /bin/bash -c rm /usr/local/cuda/lib64/stubs/libcuda.so.1
    11/04/2021 8:57 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENV PYTHONPATH=/hugectr/onnx_converter:/usr/local/hugectr/lib:
    11/04/2021 8:57 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENV PYTHONPATH=/usr/local/hugectr/lib:
    11/04/2021 8:57 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENV LD_LIBRARY_PATH=/usr/local/hugectr/lib:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/compat/lib:/usr/local/nvidia/lib:/usr/local/nvidia/lib64:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/lib:/repos/dist/lib
    11/04/2021 8:57 AM UTC
    ...