src.tests.hourglass_layer_test

Classes

HourglassLayerTest()

class src.tests.hourglass_layer_test.HourglassLayerTest
Author:

Alberto M. Esmoris PEna

Hourglass layer test that checks the operations of a Hourglass layer yield the expected results.

__init__()

Basic configuration for any VL3D test.

Parameters:

name (str) – Test name

run()

Run Hourglass layer test.

Returns:

True if HourglassLayer works as expected for the test cases, False otherwise.

Return type:

bool

validate_hourglass(F, mid_features, out_features, hl, hl_out)

Check whether the HourglassLayer yielded the expected output (True) or not (False). It also checks that the regularization computation is correct.

Parameters:

  • f – The inputs to the layer.

  • mid_features – The number of features in the internal representation.

  • out_features – The number of output features.

  • hl (HourglassLayer) – The layer

  • hl_out – The output of the layer.

Returns:

True if the output is okay, False otherwise.