I'm not too familiar with hardware side of computers so excuse the question if it's not phrased in the best way. Story is I bought this computer for the sole purpose of training machine learning models that normally take forever. I wanted to use a GTX 1070 Ti, so I got a Mac Pro 2009 to go with it. Okay, I use the computer for the first few days, no problem, everything's working fine until I finally finish my code to actually start training. I install the latest CUDA toolkit (10.0) from Nvidia's website and start the training, immediately my computer abruptly shuts down as if you just unplugged it and it won't turn on. I'll take it to a repair shop see what's wrong, it's either the power supply or the logic board but I'm curious if using CUDA could be damaging to the hardware like this. I don't want this to be repeated with the new hardware. If this is the case, are there certain requirements I have to meet to make sure this doesn't happen?
For context, there is another GTX 120 already on the Mac Pro, so I'm using multiple graphic cards.