Intel® Distribution of OpenVINO™ Toolkit
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How to speed up the startup time of model_server?

linchpin
Beginner
675 Views

Starting the service now takes at least 2.5 seconds(base on bert).
Is there any way to optimize the startup time, hopefully within 1 second? If the startup time is less than 1 second, it is possible to provide tremendous throughput by cloud serverless architecture.

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Wan_Intel
Moderator
637 Views

Hi Linchpin,

Thanks for reaching out to us.

 

For your information, the smaller the model’s size, the faster the start-up time of the OpenVINO™ Model Server. We regret to inform you that the method to optimize the start-up time of the OpenVINO™ Model Server is not available.

 

bert-small-uncased-whole-word-masking-squad-int8-0002 vs face-detection-retail-0004:

size.png

start up time.png

 

Sorry for the inconvenience and thank you for your support.

 

 

Regards,

Wan

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linchpin
Beginner
601 Views

Hi Wan,

Thank you for your experimental work.

Regards,

Lane

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Wan_Intel
Moderator
582 Views

Hi Linchpin,

Thank you for your question.

If you need any additional information from Intel, please submit a new question as this thread is no longer being monitored.

 

 

Regards,

Wan

 

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