Michael Demoret – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-05-30T19:55:47Z http://www.open-lab.net/blog/feed/ Michael Demoret <![CDATA[Applying Generative AI for CVE Analysis at an Enterprise Scale]]> http://www.open-lab.net/blog/?p=82796 2024-05-30T19:55:47Z 2024-05-23T16:00:00Z The software development and deployment process is complex. Modern enterprise applications have complex software dependencies, forming an interconnected web...]]>

The software development and deployment process is complex. Modern enterprise applications have complex software dependencies, forming an interconnected web that provides unprecedented functionality, but with the cost of exponentially increasing complexity. Patching software security issues is becoming progressively more challenging as the number of reported security flaws in the common…

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Michael Demoret <![CDATA[Jump-start AI Training with NGC Pretrained Models On-Premises and in the Cloud]]> http://www.open-lab.net/blog/?p=16731 2022-08-21T23:39:52Z 2020-03-26T20:51:00Z Figure 1. NGC software stack. The process of building an AI-powered solution from start to finish can be daunting. First, datasets must be curated and...]]>

The process of building an AI-powered solution from start to finish can be daunting. First, datasets must be curated and pre-processed. Next, models need to be trained and tested for inference performance, and then finally deployed into a usable, customer-facing application. At each step along the way, developers are constantly face time-consuming challenges, such as building efficient…

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