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A large CPD customer from Taiwan have about 2000 GPU nodes using Slurm to running Kubernetes for AI jobs now, They plan to build CP4D on another stand alone cluster. They want CP4D utilize the GPU cluster but no need brake out existing mechanism.
Publish WML performance statistics in the documentation
Latency and performance are key considerations when architecting systems to interact with machine learning models. Understanding the performance I can expect, and any limitations of services I am using is important as this information enables me t...
Provide better documentation on model (re)deployment lifecycle
There are some gaps in the WML documentation, for example:
If the above answer is no, how can we achieve this using other IBM Cloud services such as API Connect?
How can a model be redeployed without downtime?
How can a m...
WML fails to update n-1 project version while updating project from "From File" option even though it recognized new changes. ref case # TS004326688 The workaround is to uninstall the whole project and install again or to manually copy files into ...
In IBM SPSS C&DS, you can enable a real-time scoring webservice, and you can keep a configurable audit log where you can store all request data and all response data.
In WML, you can deploy a model and automatically generate a webservice, ...
Support human-readable reports on machine learning model change to provide traceability
Today Watson Studio supports lineage of both model and data via graphical UI. However it doesn't seem to support generating a human readable report to describe the changes (e.g. adding / removing features, model parameters). In order to better sup...
WML service is a great method to score on-Cloud application though, it is sometime necessary to score the logic at the edge in which may or may not have the connection to the internet, or has to be inside the firewall. It would be highly beneficia...
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