Original: Many high performance CPUs have more physical registers than may be named directly in the instruction set, so they rename registers in hardware to achieve additional parallelism.
Simplified: Many high performance CPUs have more physical registers than may be named directly in the instruction set and they can rename registers in hardware to achieve better instruction level parallelism.