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Integer Representations and Arithmetic
Signed vs unsigned representations Conversions Addition and subtraction Multiplication class03.ppt F’02
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Notations Assume we have a word X of size w. X: xw-1,xw-2,……..x0
B2U w: Binary to unsigned- unsigned representation B2T w : Binary to two’s complement- 2’s comp. representation UMAX w: unsigned maximum number TMAX w: maximum in 2’s complement UMIN, TMIN similar meanings
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Encoding Integers Unsigned Two’s Complement Sign Bit
short int x = ; short int y = ; Sign Bit C short 2 bytes long Sign Bit For 2’s complement, most significant bit indicates sign 0 for nonnegative 1 for negative
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Numeric Ranges Unsigned Values UMin = 0 UMax = 2w – 1
000…0 UMax = 2w – 1 111…1 Two’s Complement Values TMin = –2w–1 100…0 TMax = 2w–1 – 1 011…1 Other Values Minus 1 111…1 Values for W = 16
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Values for Different Word Sizes
Observations |TMin | = TMax + 1 Asymmetric range UMax = 2 * TMax + 1
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Unsigned & Signed Numeric Values
X B2T(X) B2U(X) 0000 0001 1 0010 2 0011 3 0100 4 0101 5 0110 6 0111 7 –8 8 –7 9 –6 10 –5 11 –4 12 –3 13 –2 14 –1 15 1000 1001 1010 1011 1100 1101 1110 1111 Equivalence Same encodings for nonnegative values Uniqueness Every bit pattern represents unique integer value Each representable integer has unique bit encoding Can Invert Mappings U2B(x) = B2U-1(x) Bit pattern for unsigned integer T2B(x) = B2T-1(x) Bit pattern for two’s comp integer
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Casting Signed to Unsigned
C Allows Conversions from Signed to Unsigned Resulting Value No change in bit representation Nonnegative values unchanged ux = 15213 Negative values change into (large) positive values uy = 50323 short int x = ; unsigned short int ux = (unsigned short) x; short int y = ; unsigned short int uy = (unsigned short) y;
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Relation between Signed & Unsigned
T2U T2B B2U Two’s Complement Unsigned Maintain Same Bit Pattern x ux X + • • • - ux x w–1 +2w–1 – –2w–1 = 2*2w–1 = 2w
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Relation Between Signed & Unsigned
uy = y + 2 * = y
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Sign Extension Task: Rule: Given w-bit signed integer x
Convert it to w+k-bit integer with same value; useful when you transfer the contents of a small word to a larger one Rule: Make k copies of sign bit: X = xw–1 ,…, xw–1 , xw–1 , xw–2 ,…, x0 • • • X X w k k copies of MSB
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Sign Extension Example
short int x = ; int ix = (int) x; short int y = ; int iy = (int) y; Decimal Hex Binary x 15213 3B 6D ix B 6D y -15213 C4 93 iy FF FF C4 93 Converting from smaller to larger integer data type C automatically performs sign extension
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Justification For Sign Extension
Prove Correctness by Induction on k: prove for extending one bit Induction Step: extending by single bit maintains value Proof:Show that B2Tw+1= B2Tw; write in open representation - • • • X X + w+1 w
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Negating with Complement & Increment
Claim: Following Holds for 2’s Complement ~x + 1 == -x Complement Observation: ~x + x == 1111…112 == -1 Increment ~x + x + (-x + 1) == -1 + (-x + 1) ~x + 1 == -x 1 x ~x + -1
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Comp. & Incr. Examples x = 15213
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Unsigned Addition Standard Addition Function
• • • Operands: w bits + v • • • True Sum: w+1 bits u + v • • • Discard Carry: w bits UAddw(u , v) • • • Standard Addition Function Ignores carry output Implements Modular Arithmetic s = UAddw(u , v) = u + v mod 2w
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Two’s Complement Addition
u • • • Operands: w bits + v • • • True Sum: w+1 bits u + v • • • Discard Carry: w bits TAddw(u , v) • • • TAdd and UAdd have Identical Bit-Level Behavior Signed vs. unsigned addition in C: int s, t, u, v; s = (int) ((unsigned) u + (unsigned) v); t = u + v Will give s == t
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Detecting 2’s Comp. Overflow
Task Given s = TAddw(u , v) Determine if s = Addw(u , v) Example int s, u, v; s = u + v; Claim Overflow iff either: u, v < 0, s 0 (NegOver) u, v 0, s < 0 (PosOver) ovf = (u<0 == v<0) && (u<0 != s<0); 2w –1 2w–1 PosOver NegOver
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Multiplication Computing Exact Product of w-bit numbers x, y Ranges
Either signed or unsigned Ranges Unsigned: 0 ≤ x * y ≤ (2w – 1) 2 = 22w – 2w+1 + 1 Up to 2w bits Two’s complement min: x * y ≥ (–2w–1)*(2w–1–1) = –22w–2 + 2w–1 Up to 2w–1 bits Two’s complement max: x * y ≤ (–2w–1) 2 = 22w–2 Up to 2w bits, but only for (TMinw)2 Maintaining Exact Results Would need to keep expanding word size with each product computed Done in software by “arbitrary precision” arithmetic packages
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Unsigned Multiplication in C
• • • Operands: w bits * v • • • True Product: 2*w bits u · v • • • • • • UMultw(u , v) • • • Discard w bits: w bits Standard Multiplication Function Ignores high order w bits Implements Modular Arithmetic UMultw(u , v) = u · v mod 2w
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Unsigned vs. Signed Multiplication
Unsigned Multiplication unsigned ux = (unsigned) x; unsigned uy = (unsigned) y; unsigned up = ux * uy Truncates product to w-bit number up = UMultw(ux, uy) Modular arithmetic: up = ux uy mod 2w Two’s Complement Multiplication int x, y; int p = x * y; Compute exact product of two w-bit numbers x, y Truncate result to w-bit number p = TMultw(x, y)
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Multiplication Example
Consider two 5 bit numbers X and Y in 2’s c. representation X= -3(10) , Y=3(10) X*Y= -9, which is represented in 5 bits as 10111 X= Y= in 10 digits: XxY= , Rightmost 5 digits give the correct unswer. That is: as long as there is no flowing to more than w its, direct multiplication gives the correct result. For flowing results to 2w bits, other algorithms such as Booth’s are used.
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Unsigned vs. Signed Multiplication
Unsigned Multiplication unsigned ux = (unsigned) x; unsigned uy = (unsigned) y; unsigned up = ux * uy Two’s Complement Multiplication int x, y; int p = x * y; Relation Signed multiplication gives same bit-level result as unsigned up == (unsigned) p
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Power-of-2 Multiply with Shift
Operation u << k gives u * 2k Both signed and unsigned: always fill in with zeros from the right side Examples u << 3 == u * 8 u << 5 - u << 3 == u * 24 Most machines shift and add much faster than multiply Compiler generates this code automatically k u • • • Operands: w bits * 2k ••• 1 ••• True Product: w+k bits u · 2k • • • ••• UMultw(u , 2k) ••• ••• Discard k bits: w bits TMultw(u , 2k)
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Unsigned Power-of-2 Divide with Shift-(signed-unsigned different)
Quotient of Unsigned by Power of 2 u >> k gives u / 2k (rounds toward zero) Uses logical shift: Fill in with zeros from the left k u Binary Point ••• ••• Operands: / 2k ••• 1 ••• Division: u / 2k . ••• ••• ••• Result: u / 2k ••• •••
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Signed Power-of-2 Divide with Shift
Quotient of Signed by Power of 2 x >> k gives x / 2k Uses arithmetic shift: fill in with the sign bit from the left Rounds wrong direction when u < 0(not towards zero) 1 ••• x 2k / x / 2k Division: Operands: k RoundDown(x / 2k) Result: . Binary Point
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Correct Power-of-2 Divide
Quotient of Negative Number by Power of 2 Want x / 2k (Round Toward zero): compute (x+2k-1)/ 2k (add 2k-1 and shift right by k digits): use the equality x/y = x+y-1/y In C: (x + (1<<k)-1) >> k Biases dividend toward 0 Example: want to divide -5(1011) to 2 (k=1). We would obtain -2 in C. But No Biasing: 011 shifted one bit to the right results with 1101=-3 Biasing:1. Add 1: = 1100 2. shift right one bit: 1110= -2
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