def test_laplacian_smoothing_uniform(self):
"""
Test Laplacian Smoothing with uniform weights.
"""
meshes = TestLaplacianSmoothing.init_meshes(10, 100, 300)
# feats in list
out = mesh_laplacian_smoothing(meshes, method="uniform")
naive_out = TestLaplacianSmoothing.laplacian_smoothing_naive_uniform(meshes)
self.assertTrue(torch.allclose(out, naive_out))
def test_laplacian_smoothing_cotcurv(self):
"""
Test Laplacian Smoothing with cotcurv weights.
"""
meshes = TestLaplacianSmoothing.init_meshes(10, 100, 300)
# feats in list
out = mesh_laplacian_smoothing(meshes, method="cotcurv")
naive_out = TestLaplacianSmoothing.laplacian_smoothing_naive_cot(
meshes, method="cotcurv")
self.assertTrue(torch.allclose(out, naive_out))
def smooth():
mesh_laplacian_smoothing(meshes, method="cotcurv")
torch.cuda.synchronize()
