public void LimitedMemoryBgfsOverrides()
{
var testSubject = TrainLimitedMemoryBfgsOpt.Train(TrainType.MaximumEntropyModel)
.SetClipGradient()
.SetHistorySize(101)
.MaxLinearSearchIterations(202)
.Get();
testSubject.Clip.Should().BeTrue();
testSubject.HistSz.Should().Be(101);
testSubject.MaxLs.Should().Be(202);
}
public void GrobidDateModelTest()
{
var opt = TrainLimitedMemoryBfgsOpt.Train()
.SetStopEpsilon(1e-5)
.SetStopWindowSize(20)
.SetMaxIterations(2000)
.Get();
var trainer = new WapitiTrainer();
var result = trainer.Train(
opt,
"date.training.txt".GetResourceStream(),
"date.template.txt".GetResourceStream());
Approvals.Verify(result);
}
public void CommonOverrides()
{
var testSubject = TrainLimitedMemoryBfgsOpt.Train()
.SetL1Penalty(1.01)
.SetL2Penalty(2.02)
.SetCompact()
.SetSparse()
.SetConvergenceWindowSize(303)
.SetStopWindowSize(404)
.SetStopEpsilon(5.05)
.Get();
testSubject.Rho1.Should().Be(1.01);
testSubject.Rho2.Should().Be(2.02);
testSubject.Compact.Should().BeTrue();
testSubject.Sparse.Should().BeTrue();
testSubject.ObjWin.Should().Be(303);
testSubject.StopWin.Should().Be(404);
testSubject.StopEps.Should().Be(5.05);
}
public void LimitedMemoryBgfsDefaults()
{
var testSubject = TrainLimitedMemoryBfgsOpt.Train().Get();
testSubject.AssertDefaultTrains(TrainType.ConditionalRandomFields, TrainAlgo.LimitedMemoryBfgs);
}
public void LimitedMemoryBgfsMemm()
{
var testSubject = TrainLimitedMemoryBfgsOpt.Train(TrainType.MaximumEntropyMarkovModel).Get();
testSubject.AssertDefaultTrains(TrainType.MaximumEntropyMarkovModel, TrainAlgo.LimitedMemoryBfgs);
}
