End-to-end guidance for compiling, running, and debugging the GPUMD/nep executables. Use when handling GPU molecular dynamics with GPUMD, preparing model.xyz/run.in, training or validating NEP potentials (nep.in, train.xyz, test.xyz), analyzing outputs (thermo.out, loss.out, nep.txt), or resolving CUDA/build/runtime issues.