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Multiplication. CPSC 252 Computer Organization Ellen Walker, Hiram College. Multiplication. Multiplication result needs twice as many bits E.g. 7*7 = 49 (7 is 3 bits, 49 is 6 bits) Multiplication is more complex than addition/subtraction Develop algorithm, implement using simpler hardware.
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Multiplication CPSC 252 Computer Organization Ellen Walker, Hiram College
Multiplication • Multiplication result needs twice as many bits • E.g. 7*7 = 49 (7 is 3 bits, 49 is 6 bits) • Multiplication is more complex than addition/subtraction • Develop algorithm, implement using simpler hardware
Multiplication Algorithms • Repeated addition • Easy to implement in software • Can only multiply positive numbers directly • Time depends on magnitude of operands • Shift-and add • Efficient use of hardware • Time depends only on width of operands • No special case for negative numbers
Shift and Add Algorithm • For each bit in multiplier • If bit = 1, add multiplicand to result • Shift multiplicand left by 1 • This is the “usual” multiplication algorithm you learned many years ago (but simpler in binary)
Shift and Add example 10101 21 X 101 5 --------- 10101 000000 (included for completeness) + 1010100 ------------------ 1101001 105 (1+8+32+64)
Hardware to Multiply • 64-bit register for multiplicand • 32 bits for original value • Option to shift left 32 times • 64-bit ALU • Add shifted multiplicand to product • 32-bit register for multiplier • Shift right after each step (low bits fall off) • Control hardware
Multiplication: Implementation Datapath Control
How Long Does it Take? • 32 shift/add cycles • Each cycle has 3 steps (add, shift left, shift right) • Without parallelism, that’s 96 cycles per multiply
Improvements • Save hardware by using 1 64-bit register for the product and multiplier • Left part is product (so far) • Right part is unused multiplier • Add a bit to the product and lose a bit from the multiplier each cycle • Shift product right & add instead of shift multiplicand left & add! • Shift and add in the same cycle (in parallel) • This revision requires only 32 cycles
Final Version • Multiplier starts in right half of product What goes here?
Parallel Multiplication • Instead of 32 cycles, use 32 adders • Each adds 0 or multiplicand • Arrange in tree so results cascade properly • Result pulls each bit from the appropriate adder
010101 x 000101 (6 bits) 000000 000101 (initial product) +010101 Rightmost bit is 1, add multiplicand 010101 000101 0010101 00010 Shift product right 00010101 0001 Shift product right +010101 Rightmost bit is 1, add multiplicand 01101001 0001 001101001 000 Shift product right 0001101001 00 Shift product right 00001101001 0 Shift product right 000001101001 Shift product right, answer is 105
Negative numbers • Convert to positive, multiply, then negate if initial signs were different • Or, consider 3 cases: • Both negative: convert to positive and multiply • One negative: make multiplier positive, multiplicand negative • Negative multiplicand: when high bit is 1, shift in 1’s (shift right arithmetic)
MIPS multiplication • 2 32-bit registers: Hi and Lo mflo $s0 move from lo (to $s0) mfhi $s0 move from hi (to $s0) • Multiplication Operations mult $s0, $s1 {Hi,Lo}= $s0 x $s1 multu $s0, $s1 unsigned version