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Over several days, we mapped the entire software stack from CoreML down to the IOKit kernel driver, discovered how to compile and execute programs on the ANE without CoreML, cracked the binary format, measured the true peak performance (spoiler: Apple’s “38 TOPS” number is misleading), and ultimately got a neural network training on a chip designed exclusively for inference.