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"]
    12/08/2021 2:00 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENTRYPOINT []
    12/08/2021 2:00 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) HEALTHCHECK &{["NONE"] "0s" "0s" "0s" '\x00'}
    12/08/2021 2:00 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    HUGECTR_VER=v3.3 RELEASE=true /bin/bash -c echo $(du -h --max-depth=1 /)
    12/08/2021 2:00 PM UTC
    sha256:2fd6b73c188c626cbf5fe0b232cbfe314149d8337a5572e0f63062354ae163deRUN
    HUGECTR_VER=v3.3 RELEASE=true /bin/bash -c pip install numba numpy --upgrade
    12/08/2021 2:00 PM UTC
    sha256:29fbf3133929a70feaf43242ea3c8cc8bfe6223b27d38a73f25325f831ce3f58RUN
    HUGECTR_VER=v3.3 RELEASE=true /bin/bash -c rm -rf /repos
    12/08/2021 2:00 PM UTC
    sha256:99fae9f3f82a3a596c1f1cb472a38e3de007e2b908a851a248b02d8a4447b236RUN
    HUGECTR_VER=v3.3 RELEASE=true /bin/bash -c rm /usr/local/cuda/lib64/stubs/libcuda.so.1
    12/08/2021 2:00 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENV PYTHONPATH=/hugectr/onnx_converter:/usr/local/hugectr/lib:
    12/08/2021 2:00 PM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENV PYTHONPATH=/usr/local/hugectr/lib:
    12/08/2021 2:00 PM 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
    12/08/2021 2:00 PM UTC
    ...