tigthen test_batch_svgp_gp_regression.py::test_regression_error bound
@@ -94,7 +94,7 @@ class TestSVGPRegression(unittest.TestCase):
test_preds = likelihood(model(train_x)).mean.squeeze()
mean_abs_error = torch.mean(torch.abs(train_y[0, :] - test_preds[0, :]) / 2)
mean_abs_error2 = torch.mean(torch.abs(train_y[1, :] - test_preds[1, :]) / 2)
- self.assertLess(mean_abs_error.item(), 1e-1)
+ self.assertLess(mean_abs_error.item(), 0.012)
self.assertLess(mean_abs_error2.item(), 1e-1)
def test_regression_error_shared_inducing_locations(self):
