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Knowing little about how the FSD chip works, is the fact that it runs locally and not on some super cluster a bottleneck in performance right now? The fact tha
by kossTKR 4y ago
Knowing little about how the FSD chip works, is the fact that it runs locally and not on some super cluster a bottleneck in performance right now?
The fact that it's only in the last year or so that Stability/OpenAI and efficient hardware like before mentioned processors that can produce relatively fast and accurate results in the NN sphere makes me wonder if it's just "too early" to have self driving cars?
ChatGPT still requires a supercluster to run and as a layman one would think video analysis with near zero latency would be even more demanding.
Also how does it compare to to apples newer Arm based architecture and Neural Engine which as far as i know is a good example of in-house designing (not production off course).
- quenix 4y agoI don't think it would be feasible to do cloud analysis on a live video stream in self-driving context. The latency would simply be too high, and a single internet hiccup would result in a dangerous situation. So I think all the models run locally.
- ody4242 4y agoImho, if Tesla could train a huge neural network to demonstrate that self driving is possible with their sw stack, they would have done that already to let Elon Musk have it's road show with it's capabilities. (Running ChatGPT does not require a supercluster, training the model does)