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Apple doesn’t control their machine learning stack. The models they ship are likely created and trained on PCs running Linux and NVIDIA GPUs. It’s entirely pos
by Q6T46nT668w6i3m 6y ago
Apple doesn’t control their machine learning stack. The models they ship are likely created and trained on PCs running Linux and NVIDIA GPUs. It’s entirely possible they’ll extend the Neural Engine to be useful for training but they’d still need to contribute or convince others to contribute to the existing tooling.
- nojito 6y agoThe enduser doesn't care about training. iOS devs just care about APIs that Apple has built for them.
- tanilama 6y agoWhat about developers developing those models? I think some worries are warranted.
- zitterbewegung 6y agoYou can do some refinement right now already (from WWDC 2019). But yes, most models are trained on NVIDIA GPUs that are deep learning. All of the other model types can already be trained on regular CPUs. https://machinethink.net/blog/coreml-training-part1/ https://machinethink.net/blog/coreml-training-part1/