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NVIDIA
Merlin Inference
Container
NVIDIA
Merlin Inference

This container allows users to deploy NVTabular workflows and HugeCTR or TensorFlow models to Triton Inference server for production.

  • LayerLabelCreated
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) CMD ["/bin/bash"]
    01/14/2022 11:37 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENTRYPOINT []
    01/14/2022 11:37 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) HEALTHCHECK &{["NONE"] "0s" "0s" "0s" '\x00'}
    01/14/2022 11:37 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    CUDF_VER=vnightly HUGECTR_BACKEND_VER=vnightly HUGECTR_VER=vnightly NVTAB_VER=vnightly RELEASE=false RMM_VER=vnightly TF4REC_VER=vnightly TRITON_VERSION=21.12 /bin/bash -c echo $(du -h --max-depth=1 /)
    01/14/2022 11:37 AM UTC
    sha256:40d7aa010b0da0d92c2219855d3442e36d74d3bf3f9a63a348844c5f101ded75RUN
    CUDF_VER=vnightly HUGECTR_BACKEND_VER=vnightly HUGECTR_VER=vnightly NVTAB_VER=vnightly RELEASE=false RMM_VER=vnightly TF4REC_VER=vnightly TRITON_VERSION=21.12 /bin/bash -c pip install numba numpy --upgrade
    01/14/2022 11:37 AM UTC
    sha256:fa41da4e92af2cd8fbc8682f1ae20111eb888ac5ee622e6bd175e68f119b58f3RUN
    CUDF_VER=vnightly HUGECTR_BACKEND_VER=vnightly HUGECTR_VER=vnightly NVTAB_VER=vnightly RELEASE=false RMM_VER=vnightly TF4REC_VER=vnightly TRITON_VERSION=21.12 /bin/bash -c pip install dask==2021.09.1 distributed==2021.09.1 dask[dataframe]==2021.09.1 dask-cuda
    01/14/2022 11:37 AM UTC
    sha256:0600e7b9a5c955d6fd3aedc403072454ab782f09a718fe03146f83b08ae53d51RUN
    CUDF_VER=vnightly HUGECTR_BACKEND_VER=vnightly HUGECTR_VER=vnightly NVTAB_VER=vnightly RELEASE=false RMM_VER=vnightly TF4REC_VER=vnightly TRITON_VERSION=21.12 /bin/bash -c rm -rf /repos
    01/14/2022 11:37 AM UTC
    sha256:a659d7c0ef75aee64e14b06562fa790386dde2c6eb0c435d4f9b59dbecee39faRUN
    CUDF_VER=vnightly HUGECTR_BACKEND_VER=vnightly HUGECTR_VER=vnightly NVTAB_VER=vnightly RELEASE=false RMM_VER=vnightly TF4REC_VER=vnightly TRITON_VERSION=21.12 /bin/bash -c ln -s /usr/local/hugectr/backends/hugectr /opt/tritonserver/backends/
    01/14/2022 11:37 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENV PATH=/usr/local/hugectr/bin:/usr/local/cuda/lib64/:/opt/tritonserver/bin:/usr/local/mpi/bin:/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/usr/local/ucx/bin:/usr/local/cuda/bin
    01/14/2022 11:37 AM UTC
    sha256:a3ed95caeb02ffe68cdd9fd84406680ae93d633cb16422d00e8a7c22955b46d4RUN
    /bin/bash -c #(nop) ENV LD_LIBRARY_PATH=/usr/local/hugectr/lib:/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
    01/14/2022 11:37 AM UTC
    ...

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