src.tests.vl3dpp_dl_hierarchical_fps_pre_proc_test

Classes

VL3DPPDLHierarchicalFPSPreProcTest()

class src.tests.vl3dpp_dl_hierarchical_fps_pre_proc_test.VL3DPPDLHierarchicalFPSPreProcTest
Author:

Alberto M. Esmoris Pena

Deep learning pre-processor test that checks the C++ implementation of the hierarchical FPS pre-processors for deep learning models.

__init__()

Basic configuration for any VL3D test.

Parameters:

name (str) – Test name

run()

Run C++ deep learning hierarchical FPS pre-processors test.

Returns:

True if the C++ pre-processors work as expected for the test cases, False otherwise.

Return type:

bool

testDLPreProc(dlpre, dlprepp, inputs, eps=None)

Check that the C++ deep learning pre-processor works as the python reference pre-processor.

Parameters:

  • dlpre – The object representing the Python-side pre-processor.

  • dlprepp – The object representing the C++-side pre-processor.

  • inputs (dict) – The inputs for the pre-processor.

  • eps (float or None) – The decimal tolerance threshold. If not given, it will be taken from self.eps. It must be given as self.unit_eps when doing tests on receptive fields transformed to the unit sphere.

Returns:

True if the C++ pre-processor matches the results of the Python pre-processor, False otherwise.

Return type:

bool