LUPINE allows GPUs on remote machines to be attached to CPU-only machines over the network, effectively providing remote GPU access infrastructure. Built in C++ with CUDA integration, it uses cuBLAS and cuDNN for ML operations and is delivered via Docker containers with both server and client components for GPU sharing.