def test_demo_train_combivep_using_cbv_data(self):
#init
self.individual_debug = True
self.init_test('demo_train_combivep_using_cbv_data')
training_file = os.path.join(combivep_settings.COMBIVEP_CENTRAL_TEST_CBV_DIR, 'training.cbv')
#run test
combivep_app.train_combivep_using_cbv_data(training_file, random_seed=20, figure_dir=self.working_dir)
self.assertTrue(combivep_settings.COMBIVEP_CONFIGURATION_FILE, msg='Trainer does not functional properly')
figure_file = os.path.join(self.working_dir, '%02d.eps' % int(combivep_settings.DEFAULT_HIDDEN_NODES))
self.assertTrue(os.path.exists(figure_file), msg='Trainer does not functional properly')
def test_train_combivep_using_cbv_data(self):
#init
# self.individual_debug = True
self.init_test('train_combivep_using_cbv_data')
test_file = os.path.join(self.data_dir, 'test_train_combivep.cbv')
params_file = os.path.join(self.working_dir, 'params.npz')
#run test
train_combivep_using_cbv_data(test_file,
random_seed=20,
n_hidden_nodes=7,
iterations=50,
figure_dir=self.working_dir,
params_out_file=params_file,
config_file=combivep_settings.COMBIVEP_CENTRAL_TEST_CONFIGURATION_FILE)
self.assertTrue(os.path.exists(params_file), msg='Trainer does not functional properly')
figure_file = os.path.join(self.working_dir, '07.eps')
self.assertTrue(os.path.exists(figure_file), msg='Trainer does not functional properly')
def test_train_combivep_using_cbv_data(self):
#init
self.init_test('train_combivep_using_cbv_data')
test_file = os.path.join(self.data_dir,
'test_train_combivep.cbv')
params_file = os.path.join(self.working_dir,
'params.npz')
#run test
train_combivep_using_cbv_data(test_file,
random_seed=1,
n_hidden_nodes=7,
iterations=50,
figure_dir=self.working_dir,
params_out_file=params_file,
cfg_file=cbv_const.CBV_SAMPLE_CFG_FILE)
self.assertTrue(os.path.exists(params_file),
msg='Trainer does not functional properly')
figure_file = os.path.join(self.working_dir,
'07.eps')
self.assertTrue(os.path.exists(figure_file),
msg='Trainer does not functional properly')
