a064b0d04419f183e0fb30e1125333e5fbd803d7,gpytorch/test/base_kernel_test_case.py,BaseKernelTestCase,test_no_batch_kernel_double_batch_x_no_ard,#BaseKernelTestCase#,68

Before Change

        actual_covar_mat = torch.cat([ac.unsqueeze(0) for ac in ij_actual_covars])

        self.assertLess(torch.norm(batch_covar_mat - actual_covar_mat) / actual_covar_mat.norm(), 1e-4)

    def test_no_batch_kernel_double_batch_x_ard(self):
        try:
            kernel = self.create_kernel_ard(num_dims=2, batch_shape=torch.Size([]))

After Change

        self.assertAllClose(batch_covar_mat, actual_covar_mat, rtol=1e-3, atol=1e-5)

        // Test diagonal
        kernel_diag = kernel(x, diag=True)
        actual_diag = actual_covar_mat.diagonal(dim1=-1, dim2=-2)
        self.assertAllClose(kernel_diag, actual_diag, rtol=1e-3, atol=1e-5)

    def test_no_batch_kernel_double_batch_x_ard(self):

Instances