I will try and hunt down someone with an M1 chip to see if they can replicate the issue. Thanks for reporting! If you happen to replicate issue before me on an M1 machine  please do open a bug on our github to track here: https://github.com/tensorflow/tfjs/issues/new/choose 2 and feel free to reference this forum discussion as context.