213 lines
3.5 KiB
C++
Raw Normal View History

2022-04-07 18:46:57 +02:00
#include <testError.h>
#include "half.h"
#include <iostream>
#include <stdlib.h>
#include <assert.h>
using namespace std;
namespace {
float
drand()
{
return static_cast<float> (rand()/(RAND_MAX+1.0f));
}
} // namespace
void
testNormalizedConversionError()
{
cout << "float-to-half conversion error for normalized half numbers\n";
float eMax = 0;
for (int i = 0; i < 20000000; i++)
{
float f (drand() * HALF_MAX);
if (f < HALF_NRM_MIN)
continue;
if (i & 1)
f = -f;
half h (f);
float e = 1.0f - h/f;
if (e < 0)
e = -e;
if (e > HALF_EPSILON * 0.5)
{
cout << "float = " << f <<
", half = " << h <<
", error = " << e << endl;
assert (false);
}
if (e > eMax)
eMax = e;
}
cout << "max error = " << eMax << endl;
cout << "max expected error = " << HALF_EPSILON * 0.5 << endl;
cout << "ok\n\n" << flush;
}
void
testDenormalizedConversionError()
{
cout << "float-to-half conversion error for denormalized half numbers\n";
float eMax = 0;
for (int i = 0; i < 20000000; i++)
{
float f (drand() * (HALF_NRM_MIN - HALF_MIN));
if (i & 1)
f = -f;
half h (f);
float e = h - f;
if (e < 0)
e = -e;
if (e > HALF_MIN * 0.5)
{
cout << "float = " << f <<
", half = " << h <<
", error = " << e << endl;
assert (false);
}
if (e > eMax)
eMax = e;
}
cout << "max error = " << eMax << endl;
cout << "max expected error = " << HALF_MIN * 0.5 << endl;
cout << "ok\n\n" << flush;
}
namespace {
void
testNormalizedRounding (int n)
{
cout << "rounding normalized numbers to " << n << "-bit precision\n";
float eExpected = (n < 10)? HALF_EPSILON * 0.5f * (1 << (10 - n)): 0;
float eMax = 0;
for (int i = 0; i < 200000; i++)
{
half h (drand() * HALF_MAX);
if (h < HALF_NRM_MIN)
continue;
if (i & 1)
h = -h;
half r (h.round(n));
float e = 1.0f - r/h;
if (e < 0)
e = -e;
if (e > eExpected)
{
cout << "half = " << h <<
", rounded = " << r <<
", error = " << e <<
", expected error = " << eExpected << endl;
printBits (cout, h);
cout << endl;
printBits (cout, r);
cout << endl;
assert (false);
}
if (e > eMax)
eMax = e;
}
cout << "max error = " << eMax << endl;
cout << "max expected error = " << eExpected << endl;
cout << "ok\n\n" << flush;
}
void
testDenormalizedRounding (int n)
{
cout << "rounding denormalized numbers to " << n << "-bit precision\n";
float eExpected = (n < 10)? HALF_MIN * 0.5f * (1 << (10 - n)): 0;
float eMax = 0;
for (int i = 0; i < 200000; i++)
{
half h (drand() * (HALF_NRM_MIN - HALF_MIN));
if (i & 1)
h = -h;
half r (h.round(n));
float e = r - h;
if (e < 0)
e = -e;
if (e > eExpected)
{
cout << "half = " << h <<
", rounded = " << r <<
", error = " << e <<
", expected error = " << eExpected << endl;
printBits (cout, h);
cout << endl;
printBits (cout, r);
cout << endl;
assert (false);
}
if (e > eMax)
eMax = e;
}
cout << "max error = " << eMax << endl;
cout << "max expected error = " << eExpected << endl;
cout << "ok\n\n" << flush;
}
} // namespace
void
testRoundingError ()
{
testNormalizedRounding (10);
testDenormalizedRounding (10);
testNormalizedRounding (9);
testDenormalizedRounding (9);
testNormalizedRounding (1);
testDenormalizedRounding (1);
testNormalizedRounding (0);
testDenormalizedRounding (0);
}