@Test
public void testRunThroughLayer() {
Layer<Double> layer = null;
try {
Parameters params = QuickTest.getParameters();
// Layer components
ScalarEncoder.Builder dayBuilder =
ScalarEncoder.builder()
.n(8)
.w(3)
.radius(1.0)
.minVal(1.0)
.maxVal(8)
.periodic(true)
.forced(true)
.resolution(1);
ScalarEncoder encoder = dayBuilder.build();
SpatialPooler sp = new SpatialPooler();
TemporalMemory tm = new TemporalMemory();
CLAClassifier classifier = new CLAClassifier(new TIntArrayList(new int[] {1}), 0.1, 0.3, 0);
layer = QuickTest.getLayer(params, encoder, sp, tm, classifier);
for (double i = 1, x = 0;
x < 10000;
i = (i == 7 ? 1 : i + 1), x++) { // USE "X" here to control run length
if (i == 1) tm.reset(layer.getMemory());
QuickTest.runThroughLayer(layer, i, (int) i, (int) x);
}
} catch (Exception e) {
e.printStackTrace();
fail();
}
System.out.println(
"actual = "
+ Arrays.toString(layer.getActual())
+ ", predicted = "
+ Arrays.toString(layer.getPredicted()));
// assertArrayEquals(layer.getActual(), layer.getPredicted());
}
@Test
public void testGetParameters() {
Parameters params = QuickTest.getParameters();
assertTrue(((int[]) params.getParameterByKey(KEY.INPUT_DIMENSIONS))[0] == 8);
assertTrue(((int[]) params.getParameterByKey(KEY.COLUMN_DIMENSIONS))[0] == 20);
assertTrue(((int) params.getParameterByKey(KEY.CELLS_PER_COLUMN)) == 6);
assertEquals(
((double) params.getParameterByKey(KEY.PERMANENCE_INCREMENT)),
((double) params.getParameterByKey(KEY.PERMANENCE_DECREMENT)),
0.0);
}