def METHOD_NAME(self):
    torch.manual_seed(56987)
    embeddings = torch.randn(1024, 512)
    scaled = c_f.torch_standard_scaler(embeddings)
    true_scaled = StandardScaler().fit_transform(embeddings.cpu().numpy())
    true_scaled = torch.from_numpy(true_scaled)
    self.assertTrue(torch.all(torch.isclose(scaled, true_scaled, rtol=1e-2)))