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yes, it's an inference engine that runs pre-built architectures. why would you want to train on the device?
by eggie5 9y ago
yes, it's an inference engine that runs pre-built architectures. why would you want to train on the device?
- singularity2001 9y agoMaybe not fully train but fine tune on the user data ( images, voice, surroundings, etc, etc)
- eggie5 9y agooh, you're talking about updating parameters. Maybe sending that new data home and train a new model and then update parameters across all devices in fleet.
- suprfnk 9y ago> Maybe sending that new data home I'd assume Apple does not allow this.
- mattnewton 9y agoApple would allow this with privacy statements, it's practically the industry standard right now. Of course Facebook is doing this for instance. However it could be a killer feature to have easy api's for doing personalization all on device.
- cshenton 9y agoFederated Learning. It's something Google does at the Android level, but I don't think they provide an API for app developers to train on device. Another use case is privacy: ship a pretrained facenet style model and let it learn to map your address book to faces in your photos without your data leaving the device.