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* Removing `autocast` for `35-25% speedup`. * iQuality * Adding a slow test. * Fixing mps noise generation. * Raising error on wrong device, instead of just casting on behalf of user. * Quality. * fix merge Co-authored-by: Nouamane Tazi <nouamane98@gmail.com>