Taking deep learning to production with RedisAI - Sherin Thomas

Taking deep learning models to production, and doing so reliably, is one of the next frontiers of DevOps. This talk introduces RedisAI, a joint effort by [tensor]werk and RedisLabs. RedisAI is a Redis module that adds tensors & graphs as Redis data types, enabling execution of deep learning graphs on the CPU and GPU using multiple backends (PyTorch, TensorFlow, and ONNXRuntime) simultaneously, while exposing a full tensor API for scripting. In this talk, we will demonstrate deploying a deep learning model t