Melting ML Requests by Using SQS and Multiprocessing

Let’s consider a site that has a lot of users and predicts whether there are dogs in the pictures posted. We need to queue up and process all incoming requests and give users results in a short time.

In my experiments with Flask, I didn’t get the results I wanted and it looks a bit black box. With deep learning, we’ve learned that GPUs aren’t just for gaming. Although GPUs are optimal for …

deep learning ml multiprocessing python