In 2018, I built a PC to train models with GPU. Besides the GPU, the machine has a 6-core (12 threads) CPU and 32GB of RAM. The hardware was nothing fancy compared to a lot of deep learning builds but gets the job done. Recently, I experienced an issue that probably all R users experienced: running out of memory. Not for training neural networks, but for training some more traditional statistical learning …