> While that paper praises the Apple advantage in SSD speed, which allows a decent performance for inference with huge models, nowadays SSD speeds equal or greater than that can be achieved in any desktop PC that has dual PCIe 5.0 SSDs, or even one PCIe 5.0 and one PCIe 4.0 SSDs.
Apple’s advantage is their unified memory architecture where the CPU, GPU and Neural Engine share the same memory and the SSD is directly connected to the SoC--less latency than PCIe. Memory bandwidth starts at 300+ GB/s.