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Clipper: A prediction serving system for TensorFlow, PyTorch, PySpark and others
- rbanffy 7y agoIt's a bit amusing how every good name has been taken, sometimes multiple times. Clipper was the name of an xBase compiler, an ill-fated RISC CPU by Fairchild that powered Integraph computers. Besides that, it's also the name of that ill-conceived crypto backdoor chip.
- cyberbanjo 7y agoI was hoping this was about the Clipper Card SF Bay area transit card + big data.
- jeanvalmarc 7y agoAnd clipper the polygon offsetting library!
- alphagrep12345 7y agoHow are you different from other products that provides OCR as a service, object detection as a service, etc?
- kot-behemoth 7y agoI should say that this is not my project. Nor am I a contributor — I only found it recently in my search for deploying TensorFlow models. In terms of how this is different to other products that provides OCR as a service, object detection as a service: this is not an "as a service" product, but a framework that allows you to deploy ML models in a variety of configurations, such as Docker/K8s. I'd even say it's even further than a framework, as it's opinionated about what goes into the serving cluster: not just model workers, but query manager/load balancer, metrics aggregator and a config DB.