Sequential Multiplication Algorithm

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Questions and Answers

In multiplication, which term refers to the first operand?

  • Quotient
  • Product
  • Multiplicand (correct)
  • Multiplier

If you multiply an n-bit multiplicand by an m-bit multiplier, what is the maximum length of the product (ignoring sign bits)?

  • max(_n_, _m_)
  • 2 * max(_n_, _m_)
  • _n_ + _m_ (correct)
  • _n_ * _m_

Why does multiplication often need to address overflow?

  • Multiplication always results in a negative number.
  • The product can require more bits than the operands. (correct)
  • Multiplication reduces the magnitude of the original operands.
  • Multiplication can result in a floating-point exception.

In a simplified multiplication approach using only 0 and 1, what are the two possible actions at each step?

<p>Place a copy of the multiplicand or place 0. (B)</p> Signup and view all the answers

In the sequential version of the multiplication algorithm, how is the multiplicand register initialized?

<p>With the multiplicand in the right half and zeros in the left half. (C)</p> Signup and view all the answers

In the basic steps of the sequential multiplication algorithm, what is the purpose of shifting the multiplicand left?

<p>To align the multiplicand with the sum being accumulated in the product register. (A)</p> Signup and view all the answers

What is the purpose of shifting the multiplier to the right in each step of the sequential multiplication algorithm?

<p>To expose the next bit of the multiplier for examination. (A)</p> Signup and view all the answers

How is the product register typically initialized in the sequential multiplication algorithm?

<p>With all bits set to 0. (D)</p> Signup and view all the answers

What optimization is typically applied to the multiplication hardware to halve the width of the adder and registers?

<p>Exploiting unused portions of registers and adders. (B)</p> Signup and view all the answers

When performing signed multiplication using the described algorithm, what adjustment is needed after multiplying the magnitudes?

<p>Negate the product if the original signs disagreed. (B)</p> Signup and view all the answers

In signed multiplication, what must be considered during the shifting steps to maintain the correct sign?

<p>The product sign must be extended. (A)</p> Signup and view all the answers

What is the primary advantage of using a parallel tree of adders for faster multiplication?

<p>It reduces the number of sequential add times. (C)</p> Signup and view all the answers

Which MIPS instruction is used to fetch the 32-bit integer product from the Lo register?

<p>mflo (C)</p> Signup and view all the answers

For unsigned multiplication in MIPS, which instruction should be used?

<p>multu (D)</p> Signup and view all the answers

In MIPS, which registers store the 64-bit product of a multiplication?

<p>Hi and Lo (D)</p> Signup and view all the answers

What is a key difference between the mult and multu instructions in MIPS?

<p><code>mult</code> is for signed multiplication, while <code>multu</code> is for unsigned multiplication. (C)</p> Signup and view all the answers

Why is it possible to pipeline a design that uses a parallel tree of adders for multiplication?

<p>The adders operate independently and simultaneously. (A)</p> Signup and view all the answers

What is the role of the ALU in the sequential multiplication hardware?

<p>To perform the addition of the multiplicand to the product register. (B)</p> Signup and view all the answers

Considering Amdahl's Law, what does the content suggest about optimizing the multiplication operation?

<p>Even infrequent slow operations like multiplication can limit overall performance. (A)</p> Signup and view all the answers

What is the primary reason for breaking with the tradition of immediately presenting highly optimized multiplication hardware?

<p>To enable a better understanding of the evolution of multiplication hardware and algorithms. (A)</p> Signup and view all the answers

How do compilers utilize shift instructions in the context of multiplication?

<p>To perform multiplications by powers of 2. (D)</p> Signup and view all the answers

What is the main advantage of using carry save adders in multiplication hardware?

<p>They speed up the addition process. (B)</p> Signup and view all the answers

What is the effect of the left shift operation on the multiplicand within the multiplication algorithm?

<p>It aligns the multiplicand for addition with the appropriate partial product. (A)</p> Signup and view all the answers

Why is a 64-bit register used for the product when multiplying two 32-bit numbers?

<p>To prevent overflow. (B)</p> Signup and view all the answers

What is the significance of examining the least significant bit (Multiplier0) of the multiplier?

<p>It indicates whether the multiplicand should be added to the product register. (B)</p> Signup and view all the answers

Flashcards

Multiplicand

The number being multiplied.

Multiplier

The number that determines how many times the multiplicand is multiplied.

Product

The result of multiplication.

Product Bit Length

After multiplying an n-bit multiplicand and an m-bit multiplier the result will be n+m bits long.

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Multiplication Overflow

Requires handling overflow, because we often want a 32-bit product when multiplying two 32-bit numbers.

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Binary Multiplication Steps

Copy the multiplicand if the multiplier digit is 1, or place 0 if the digit is 0.

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Multiplicand Shift

The algorithm requires moving the multiplicand left one digit each step.

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Multiplicand Register

The 32-bit multiplicand starts in the right half of the 64-bit Multiplicand register and is shifted left 1 bit on each step.

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Multiplier Register

A register that is shifted in the opposite direction at each step.

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Multiplier LSB

Determines whether the multiplicand is added to the Product register.

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Signed Multiplication

Used to negate the product if the original signs disagree.

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Sign Extension

Extends the sign of the product for signed numbers during shifting steps.

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Parallel Array Multiplier

A faster multiplication approach involves providing one 32-bit adder for each bit of the multiplier.

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Adder Tree

An organization of adders where the additions are arranged a parallel tree.

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Carry Save Adders

These allow multiply to go faster due to their faster addition properties compared to ripple carry adders .

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Pipelined Multiplication

A design that is able to support many multiplies simultaneously.

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Hi and Lo Registers

A separate pair of 32-bit registers to contain the 64-bit product.

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mult / multu

MIPS instructions used to produce a properly signed or unsigned product.

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Move From Lo (mflo)

A MIPS instruction that fetches the integer 32-bit product.

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Study Notes

  • Multiplication extends addition and subtraction, forming a more complex operation.
  • The length of the product of an n-bit multiplicand and an m-bit multiplier is n + m bits long.
  • Multiply must handle overflow, due to frequently wanting a 32-bit product from two 32-bit numbers.
  • Binary multiplication uses 0 and 1, simplifying each step to either placing a copy of the multiplicand or placing 0.

Sequential Multiplication Algorithm and Hardware

  • This design mirrors manual multiplication, using registers for the multiplicand, multiplier, and product, along with an ALU.
  • The multiplicand register and product register are 64 bits wide, and the multiplier register is 32 bits wide.
  • The 32-bit multiplicand starts in the right half of the Multiplicand register and shifts left 1 bit on each step.
  • The multiplier shifts in the opposite direction at each step.
  • The algorithm begins with the product initialized to 0.
  • The multiplicand register needs to be 64-bits to accommodate the shifting to the left 32 times over 32 steps.
  • The shift left in step 2 moves the intermediate operands to the left.
  • The shift right in step 3 reveals the next bit of the multiplier to examine in the following iteration.
  • This process repeats 32 times to determine the product.

Optimization

  • Operations can be performed in parallel to increase speed.
  • Hardware can be further optimized by halving the width of the adder and registers by using unused portions of the registers and adders.

Signed Multiplication

  • Convert the multiplier and multiplicand to positive numbers first, and remember the original signs.
  • Run the algorithm, leaving out the signs, for 31 iterations.
  • Negate the product only if the original signs disagree.
  • Shifting steps extend the sign of the product for signed numbers.
  • The lower word contains the 32-bit product.

Faster Multiplication

  • Faster multiplication hardware can be built due to increase in hardware resources.
  • Whether the multiplicand is added or not is determined at the start of multiplication by examining each of the 32 multiplier bits.
  • Faster multiplications involve a 32-bit adder for each bit of the multiplier.
  • Can organize 32 additions in a parallel tree.
  • Instead of waiting 32 add times, wait log2(32) or five 32-bit add times.

Multiply in MIPS

  • MIPS uses Hi and Lo, a pair of 32-bit registers, to store the 64-bit product.
  • mult (multiply) and multu (multiply unsigned) instructions are used to produce signed or unsigned products.
  • mflo (move from lo) instruction fetches the 32-bit product.
  • The assembler may use pseudo-instructions, such as mflo and mfhi, to place the product into registers, specifying three general-purpose registers for multiplication.

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