[HN Gopher] Machine Learning Containers Are Bloated and Vulnerable
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       Machine Learning Containers Are Bloated and Vulnerable
        
       Author : PaulHoule
       Score  : 14 points
       Date   : 2023-05-09 17:34 UTC (5 hours ago)
        
 (HTM) web link (deep.ai)
 (TXT) w3m dump (deep.ai)
        
       | PaulHoule wrote:
       | ... I identified this bloat as a big problem a few years ago.
       | People want to pack up a machine learning model into a system
       | like pip, maven and/or Docker and this frequently means a
       | foundation model (1 gig+) gets copied several times in the
       | process of deployment. In a production environment where the
       | model gets loaded occasionally this is bad enough but in a dev
       | environment it can turn a 10 second process into a several minute
       | process...
        
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       (page generated 2023-05-09 23:01 UTC)