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I see it has tensor processing built in - http://docs.vespa.ai/documentation/tensor-intro.html http://docs.vespa.ai/documentation/tensor-intro.html Can this be
by sandGorgon 9y ago
I see it has tensor processing built in - http://docs.vespa.ai/documentation/tensor-intro.html http://docs.vespa.ai/documentation/tensor-intro.html
Can this be used as a spark+tensorflow replacement ?
- smorgrav 9y agoIt is more like an alternative to tensorflow serving - it does not train models but is good at evaluating them and use the evaluation for ranking.
- gyehuda 9y agoNote: TFoS is also a Yahoo open source project. The teams work together. https://github.com/yahoo/TensorFlowOnSpark https://github.com/yahoo/TensorFlowOnSpark
- sandGorgon 9y agois tfos production-ready right now ? because i thought it was still experimental. is it used inside Yahoo - because Vespa comes with its own tensor processing engine. I wondered who would use one over the other.
- RealJon 9y agoTensorFlow on Spark is for learning, Vespa is for serving. Where Vespa excels is in evaluating a learned model very quickly over lots of documents. We're working on providing support for running models learned with TensorFlow directly. For now people make the translation on their own.
- KGIII 9y agoI don't want to trigger any bot detection by voting all your comments up in a short amount of time. So, I will say thank you and mention that is is contributions from people like you that keep me coming back.