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Short for "Floating Point Unit."
FPUs are an expansion of ALUs as they can deal with real numbers, such as fractions.
When a CPU with ALU cannot figure out an arithmetic operation, usually division, or multiplication of numbers with decimals it is sent to the FPU to complete the flaoting-point expression.
ALU and FPU are integrated into the CPU or GPU now.