When a float variable goes out of the float limits, what happens?

WildThing picture WildThing · Jul 11, 2013 · Viewed 12k times · Source

I remarked two things:

  1. std::numeric_limits<float>::max()+(a small number) gives: std::numeric_limits<float>::max().

  2. std::numeric_limits<float>::max()+(a large number like: std::numeric_limits<float>::max()/3) gives inf.

Why this difference? Does 1 or 2 results in an OVERFLOW and thus to an undefined behavior?

Edit: Code for testing this:

1.

float d = std::numeric_limits<float>::max();
float q = d + 100;
cout << "q: " << q << endl;

2.

float d = std::numeric_limits<float>::max();
float q = d + (d/3);
cout << "q: " << q << endl;

Answer

James Kanze picture James Kanze · Jul 11, 2013

Formally, the behavior is undefined. On a machine with IEEE floating point, however, overflow after rounding will result in Inf. The precision is limited, however, and the results after rounding of FLT_MAX + 1 are FLT_MAX.

You can see the same effect with values well under FLT_MAX. Try something like:

float f1 = 1e20;     // less than FLT_MAX
float f2 = f1 + 1.0;
if ( f1 == f2 ) ...

The if will evaluate to true, at least with IEEE arithmetic. (There do exist, or at least have existed, machines where float has enough precision for the if to evaluate to false, but they aren't very common today.)