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"""!
@brief Integration-tests for Oscillatory Neural Network based on Kuramoto model.
@authors Andrei Novikov (pyclustering@yandex.ru)
@date 2014-2020
@copyright BSD-3-Clause
"""
import unittest;
# Generate images without having a window appear.
import matplotlib;
matplotlib.use('Agg');
from pyclustering.nnet.tests.sync_templates import SyncTestTemplates;
from pyclustering.nnet import conn_type, solve_type;
from pyclustering.nnet.sync import sync_network;
from pyclustering.core.tests import remove_library;
class SyncIntegrationTest(unittest.TestCase):
def testCreateNetworkByCore(self):
SyncTestTemplates.templateCreateNetwork(1, True);
SyncTestTemplates.templateCreateNetwork(10, True);
SyncTestTemplates.templateCreateNetwork(55, True);
def testCreationDeletionByCore(self):
# Crash occurs in case of memory leak
for _ in range(0, 15):
network = sync_network(4096, 1, type_conn = conn_type.ALL_TO_ALL, ccore = True);
del network;
def testConnectionsApiByCore(self):
SyncTestTemplates.templateConnectionsApi(1, True);
SyncTestTemplates.templateConnectionsApi(5, True);
SyncTestTemplates.templateConnectionsApi(10, True);
def testFastSolutionByCore(self):
SyncTestTemplates.templateSimulateTest(10, 1, solve_type.FAST, ccore_flag = True);
def testRK4SolutionByCore(self):
SyncTestTemplates.templateSimulateTest(10, 1, solve_type.RK4, ccore_flag = True);
def testRKF45SolutionByCore(self):
SyncTestTemplates.templateSimulateTest(10, 1, solve_type.RKF45, ccore_flag = True);
def testTwoOscillatorDynamicByCore(self):
SyncTestTemplates.templateDynamicSimulationConvergence(2, 1, conn_type.ALL_TO_ALL, True);
def testThreeOscillatorDynamicByCore(self):
SyncTestTemplates.templateDynamicSimulationConvergence(3, 1, conn_type.ALL_TO_ALL, True);
def testFourOscillatorDynamicByCore(self):
SyncTestTemplates.templateDynamicSimulationConvergence(4, 1, conn_type.ALL_TO_ALL, True);
def testFiveOscillatorDynamicByCore(self):
SyncTestTemplates.templateDynamicSimulationConvergence(5, 1, conn_type.ALL_TO_ALL, True);
def testSixOscillatorDynamicByCore(self):
SyncTestTemplates.templateDynamicSimulationConvergence(6, 1, conn_type.ALL_TO_ALL, True);
def testSevenOscillatorDynamicByCore(self):
SyncTestTemplates.templateDynamicSimulationConvergence(7, 1, conn_type.ALL_TO_ALL, True);
def testOutputDynamicCalculateOrderParameterByCore(self):
SyncTestTemplates.templateOutputDynamicCalculateOrderParameter(True);
def testOutputDynamicCalculateLocalOrderParameterByCore(self):
SyncTestTemplates.templateOutputDynamicCalculateLocalOrderParameter(True);
def testVisualizerNoFailuresByCore(self):
SyncTestTemplates.templateVisualizerNoFailures(5, 10, True);
@remove_library
def testProcessingWhenLibraryCoreCorrupted(self):
SyncTestTemplates.templateSimulateTest(10, 1, solve_type.FAST, ccore_flag = True);
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