Benchmarking 15 "E-Waste" GPUs with Modern Workloads

Decommissioned NVIDIA enterprise GPUs are one of the last remaining sources of idle VRAM. K80 with 24GB of GDDR5 sells for $60, P100-16GB for around $75 and V100-16GB for under $200. Shortcomings and all, it’s important to understand if we can utilize these widely available cards in the modern era. This project to benchmark tesla GPUs has been in the works for almost a year and over the winter I was able to spend many kilowatt hours heating up my studio with GPUs.