CS 105 - PowerPoint PPT Presentation

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CS 105

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Title: Integer Arithmetic Author: Randal E. Bryant and David R. O'Hallaron Last modified by: Geoff Kuenning Created Date: 8/11/1998 9:19:24 AM Document presentation ... – PowerPoint PPT presentation

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Title: CS 105


1
CS 105 Tour of the Black Holes of Computing
Integers
  • Topics
  • Numeric Encodings
  • Unsigned Twos complement
  • Programming Implications
  • C promotion rules
  • Basic operations
  • Addition, negation, multiplication
  • Programming Implications
  • Consequences of overflow
  • Using shifts to perform power-of-2 multiply/divide

ints.ppt
CS 105
2
C Puzzles
  • Taken from old exams
  • Assume machine with 32 bit word size, twos
    complement integers
  • For each of the following C expressions, either
  • Argue that it is true for all argument values
  • Give example where it is not true
  • x lt 0 ??? ((x2) lt 0)
  • ux gt 0
  • x 7 7 ??? (xltlt30) lt 0
  • ux gt -1
  • x gt y ??? -x lt -y
  • x x gt 0
  • x gt 0 y gt 0 ??? x y gt 0
  • x gt 0 ?? -x lt 0
  • x lt 0 ?? -x gt 0

Initialization
int x foo() int y bar() unsigned ux
x unsigned uy y
3
Encoding Integers
Unsigned
Twos Complement
short int x 15213 short int y -15213
Sign Bit
  • C short 2 bytes long
  • Sign Bit
  • For 2s complement, most significant bit
    indicates sign
  • 0 for nonnegative
  • 1 for negative

4
Encoding Integers (Cont.)
x 15213 00111011 01101101 y
-15213 11000100 10010011
5
Numeric Ranges
  • Unsigned Values
  • UMin 0
  • 0000
  • UMax 2w 1
  • 1111
  • Twos Complement Values
  • TMin 2w1
  • 1000
  • TMax 2w1 1
  • 0111
  • Other Values
  • Minus 1
  • 1111

Values for W 16
6
Values for Different Word Sizes
  • Observations
  • TMin TMax 1
  • Asymmetric range
  • UMax 2 TMax 1
  • C Programming
  •  include ltlimits.hgt
  • KR App. B11
  • Declares constants, e.g.,
  •  ULONG_MAX
  •  LONG_MAX
  •  LONG_MIN
  • Values platform-specific

7
Unsigned SignedNumeric Values
  • Equivalence
  • Same encodings for nonnegative values
  • Uniqueness
  • Every bit pattern represents unique integer value
  • Each representable integer has unique bit
    encoding

8
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 15213 unsigned
short int ux (unsigned short) x short int
y -15213 unsigned short int uy
(unsigned short) y
9
Relation BetweenSigned Unsigned
  • uy y 2 32768 y 65536

10
Signed vs. Unsigned in C
  • Constants
  • By default are considered to be signed integers
  • Unsigned if have U as suffix
  • 0U, 4294967259u
  • Casting
  • Explicit casting between signed unsigned same
    as U2T and T2U
  • int tx, ty
  • unsigned ux, uy
  • tx (int) ux
  • uy (unsigned) ty
  • Implicit casting also occurs via assignments and
    procedure calls
  • tx ux
  • uy ty

11
Casting Surprises
  • Expression Evaluation
  • If mix unsigned and signed in single expression,
    signed values implicitly cast to unsigned
  • Including comparison operations lt, gt, , lt, gt
  • Examples for W 32
  • Constant1 Constant2 Relation Evaluation
  • 0 0u
  • -1 0
  • -1 0u
  • 2147483647 -2147483648
  • 2147483647u -2147483648
  • -1 -2
  • (unsigned) -1 -2
  • 2147483647 2147483648u
  • 2147483647 (int) 2147483648u

0 0U unsigned -1 0 lt signed -1 0U gt unsigned
2147483647 -2147483648 gt signed 2147483647U -2
147483648 lt unsigned -1 -2 gt signed (unsigned)
-1 -2 gt unsigned 2147483647 2147483648U
lt unsigned 2147483647 (int)
2147483648U gt signed
12
Explanation of Casting Surprises
  • 2s Comp. ? Unsigned
  • Ordering Inversion
  • Negative ? Big Positive

13
Sign Extension
  • Task
  • Given w-bit signed integer x
  • Convert it to wk-bit integer with same value
  • Rule
  • Make k copies of sign bit
  • X ? xw1 ,, xw1 , xw1 , xw2 ,, x0

k copies of MSB
14
Sign Extension Example
short int x 15213 int ix (int) x
short int y -15213 int iy (int) y
  • Converting from smaller to larger integer data
    type
  • C automatically performs sign extension

15
Why Should I Use Unsigned?
  • Be Careful Using
  • C compilers on some machines generate less
    efficient code
  • unsigned i
  • for (i 1 i lt cnt i)
  • ai ai-1
  • Easy to make mistakes
  • for (i cnt-2 i gt 0 i--)
  • ai ai1
  • Do Use When Performing Modular Arithmetic
  • Multiprecision arithmetic
  • Other esoteric stuff
  • Do Use When Need Extra Bits Worth of Range
  • Working right up to limit of word size

16
Negating with Complement Increment
  • Claim Following Holds for 2s Complement
  • x 1 -x
  • Complement
  • Observation x x 1111112 -1
  • Increment
  • x x (-x 1) -1 (-x 1)
  • x 1 -x
  • Warning Be cautious treating ints as integers
  • OK here

17
Comp. Incr. Examples
x 15213
0
18
Unsigned Addition
u
Operands w bits
v

True Sum w1 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

19
Twos Complement Addition
u
Operands w bits
v

True Sum w1 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

20
Detecting 2s 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 lt 0, s ? 0 (NegOver)
  • u, v ? 0, s lt 0 (PosOver)

21
Multiplication
  • Computing Exact Product of w-bit numbers x, y
  • Either signed or unsigned
  • Ranges
  • Unsigned 0 x y (2w 1) 2 22w 2w1
    1
  • Up to 2w bits
  • Twos complement min x y (2w1)(2w11)
    22w2 2w1
  • Up to 2w1 bits
  • Twos complement max x y (2w1) 2 22w2
  • 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

22
Power-of-2 Multiply by Shifting
  • Operation
  • u ltlt k gives u 2k
  • Both signed and unsigned
  • Examples
  • u ltlt 3 u 8
  • u ltlt 5 - u ltlt 3 u 24
  • Most machines shift and add much faster than
    multiply
  • Compiler generates this code automatically

k
u
  
Operands w bits
2k

0
0
1
0
0
0


u 2k
True Product wk bits
0
0
0

UMultw(u , 2k)
0
0
0


Discard k bits w bits
TMultw(u , 2k)
23
Unsigned Power-of-2 Divideby Shifting
  • Quotient of Unsigned by Power of 2
  • u gtgt k gives ? u / 2k ?
  • Uses logical shift

k
u
Binary Point

Operands
2k
/
0
0
1
0
0
0


u / 2k
Division
.

0

Result
? u / 2k ?

0
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