I really wonder how well it's going to perform given that it's 600 TOPS / 16GB DRAM 200 Gbit/s setup. I was told that in Transformer training, memory bandwidth is key. However, neither 16GB single-card memory capacity, nor bandwidth sounds terribly attractive but most important of all, judging from their FAQ, their driver is likely to be proprietary and would require Internet access which is worrying still.

Over the last couple weeks, I've seriously considered purchasing AMD Instinct MI50 (32GB HBM2, 1 Gbit/s) card which goes for under a $1000. I know it lacks Tensor Cores, and can only offer 53 TOPS which sounds silly compared to Grayskull's 600 TOPS. However, isn't it the case that for the most part these cores are idle, & waiting for memory still? At any rate, you're not going be able to run, say Llama 30B which won't fit already into 16GB but must fit comfortably in a 32GB system— on a single card. But perhaps most importantly, amdgpu driver is actually open source and allows PCIe passthrough unlike other vendors so considering all of the above, it almost seems like a no-brainer for a trusted computing setup.

I wonder if my logic is correct.

MI50: https://www.amd.com/en/products/professional-graphics/instin...