We combine implicit FWI with frequency-selection source encoding, source–receiver reciprocity and domain decomposition, which makes 3D inversion affordable and delivers high-resolution velocity models of the SEG/EAGE Overthrust model and the Gorgon field data within several hours on four GPUs.