A system and method are disclosed for recreating graphics processing unit (GPU) state information associated with a migrated virtual machine (VM). A VM running on a first VM host coupled to a first graphics device, comprising a first GPU, is migrated to a second VM host coupled to a second graphics device, in turn comprising a second GPU. A context module coupled to the first GPU reads its GPU state information in its native GPU state representation format and then converts the GPU state information into an intermediary GPU state representation format. The GPU state information is conveyed in the intermediary GPU state representation format to the second VM host, where it is received by a context module coupled to the second GPU. The context module converts the GPU state information related to the first GPU from the intermediary GPU state representation format to the native GPU state representation format of the second GPU. Once converted, the GPU state information of the first GPU is restored to the second GPU in its native GPU state representation format.