VMware supports GPU virtualization through technologies like NVIDIA GRID and AMD MxGPU. These technologies enable the virtualization of GPUs, allowing multiple virtual machines to share the computational power of a physical GPU. GPU virtualization allows efficient utilization of GPU resources in virtualized environments, catering to workloads that require GPU acceleration.