EarlyStopping

Constructors

this

this()

Undocumented in source.

this

this(size_t patience)

Undocumented in source.

Members

Functions

shouldStop

bool shouldStop(Tensor!(T, [1]) loss)

Undocumented in source. Be warned that the author may not have intended to support it.

shouldStop

bool shouldStop(Tensor!(T, [1], UseGradient.no) loss)

Undocumented in source. Be warned that the author may not have intended to support it.

shouldStop

bool shouldStop(T loss)

Undocumented in source. Be warned that the author may not have intended to support it.

Variables

minLoss

T minLoss;

Undocumented in source.

patience

size_t patience;

Undocumented in source.

patienceStep

size_t patienceStep;

Undocumented in source.

	auto es = new EarlyStopping!float;

    assert(!es.shouldStop(1.0f));
    assert(!es.shouldStop(0.9f));
    assert(!es.shouldStop(0.6f));
    assert(!es.shouldStop(0.7f));
    assert(!es.shouldStop(0.7f));
    assert(es.shouldStop(0.7f));

auto es = new EarlyStopping!float(2);

assert(!es.shouldStop(tensor!([1])([1.0f])));
assert(!es.shouldStop(tensor!([1])([0.8f])));
assert(!es.shouldStop(tensor!([1])([1.0f])));
assert(es.shouldStop(tensor!([1])([1.0f])));

• EarlyStopping