public void BigTest(BaseConfig cfg)
{
var a = RandMatrix(302, 434);
var b = RandMatrix(434, 408);
var rc = ReferenceMul(a, b);
var kc = KernelMul(cfg, a, b);
AssertAreTheSame(rc, kc);
}
public void MediumTest(BaseConfig cfg)
{
var a = RandMatrix(17, 19);
var b = RandMatrix(19, 18);
var rc = ReferenceMul(a, b);
var kc = KernelMul(cfg, a, b);
AssertAreTheSame(rc, kc);
}
public void SmallTest(BaseConfig cfg)
{
var a = RandMatrix(6, 15);
var b = RandMatrix(15, 9);
var rc = ReferenceMul(a, b);
var kc = KernelMul(cfg, a, b);
AssertAreTheSame(rc, kc);
}
protected override float[,] KernelMul(BaseConfig cfg, float[,] a, float[,] b)
{
var sw = new Stopwatch();
try
{
sw.Start();
var result = cfg.Configure<MatMulKernel>().Execute(a, b);
Log.WriteLine("Kernel has completed in " + sw.Elapsed);
return result;
}
catch (Exception)
{
Log.WriteLine("Kernel has crashed in " + sw.Elapsed);
throw;
}
}
protected abstract float[,] KernelMul(BaseConfig cfg, float[,] a, float[,] b);