HBM2 memory is super expensive. Like, rumors are 16GB of HBM2 is $320 expensive. Toss in anything custom here and there's zero chance this is under $600/GPU.
Even in the hotly contested consumer market the 16gb HBM2 Radeon VII is $700. And that doesn't have any high speed interconnects to allow for sharing memory with CPU or multi-gpu.