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Design Guide—Optimize Machine Learning Through MLOps with Dell Technologies cnvrg.io
Introduction Architecture Concepts Software Architecture Solution Architecture Validation
Overview
Findings
Configuration tips and known issues
Conclusion References

Configuration tips and known issues

Configuration tips and known issues

  • Note the following configuration tips and known issues when validating cnvrg.io version 3.11 on VMware vSphere with Tanzu 7.0 U3C:

    • When labeling nodes, do not use the “accelerator=nvidia” label. cnvrg.io uses this label and workspace deployment errors might result if end user uses the same label.
    • Because NVIDIA GPU utilization metrics are not supported in vSphere with Tanzu, the cnvrg.io dashboard does not provide GPU utilization metrics. GPU allocation metrics are supported.