I have deployed a TensorFlow model on Microsoft Azure using a TensorFlow Serving container with Docker.
I also have a script that starting from an image send the request to the container for the prediction.
The script that send the request is running on my local PC, if I host the container in local it takes 0.7 seconds, on Azure it takes 5-12 seconds.
I have to speedup the process on Azure and definitely is not only a problem of network.
If you think it's necessary you can also change the script or the architecture in order to process the request directly on the container.
We have a strong team who have expertise in various DevOps tools. We are Microsoft silver partner in Devops and Cloud computing and are also a partner with AWS and Digitalocean. Please initiate a chat to discuss further as we need more details to understand on the requirements and the effort required for the delivery.
€24 EUR 10 päivässä
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