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modelci lazy start #206

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HuaizhengZhang opened this issue Feb 2, 2021 · 0 comments
Open

modelci lazy start #206

HuaizhengZhang opened this issue Feb 2, 2021 · 0 comments
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discussion enhancement New feature or request

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@HuaizhengZhang
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Problem description

modelci start will pull multiple model serving-related docker images first then start the core services like model db and monitor, resulting in a long start time.

Expected Behavior

To improve users' experiences, we should reduce the waiting time. Serving is the last step and should be start when users want to dispatch their services

For some users who just want to use our system to manage, convert, and profiling models, our modelci start is too heavy.

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