import os import sys import unittest import torch PROJECT_ROOT = os.path.realpath(os.path.join(os.path.dirname(__file__), "..", "..")) MODULE_ROOT = os.path.join(PROJECT_ROOT, "modules") sys.path.append(MODULE_ROOT) from pytorch_wrapper.pt_sin import PtSin class TestPtSin(unittest.TestCase): def setUp(self): """Set up test instance.""" self.node = PtSin() # Test cases: (Tensor A, Expected result) self.test_cases = [ (torch.tensor([0.0, torch.pi / 2, torch.pi], dtype=torch.float32), torch.sin(torch.tensor([0.0, torch.pi / 2, torch.pi], dtype=torch.float32))), # Edge cases (torch.tensor([0.5, -0.5], dtype=torch.float32), torch.sin(torch.tensor([0.5, -0.5], dtype=torch.float32))), # Common values (torch.tensor([[0.1, -0.3], [0.7, -0.9]], dtype=torch.float32), torch.sin(torch.tensor([[0.1, -0.3], [0.7, -0.9]], dtype=torch.float32))), # 2D case (torch.full((2, 2), 0.6, dtype=torch.float32), torch.sin(torch.full((2, 2), 0.6, dtype=torch.float32))), # Constant matrix ] def test_sin(self): """Test tensor element-wise sine using torch.sin().""" for tens_a, expected in self.test_cases: with self.subTest(tens_a=tens_a): result, = self.node.f(tens_a) # Ensure return value is a tensor self.assertTrue(isinstance(result, torch.Tensor), "Output is not a tensor") # Ensure result matches expected sin values self.assertTrue(torch.allclose(result, expected, atol=1e-6), f"Expected {expected}, got {result}") if __name__ == "__main__": unittest.main()