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In the modern world, an extremely sophisticated supervised machine learning problem requires hundreds of GBs of RAM, which is available to you for a small investment or rent. However, getting access to GPUs is not free. You must have access to GPUs with 100 GB of VRAM, which won’t be simple and will cost a lot of money.