Python LinearTruncatedFidelityKernel.initialize Examples

Example #1

File: test_linear_truncated_kernel.py Project: zweien/botorch

 def test_initialize_power_batch(self):
     kernel = LinearTruncatedFidelityKernel(batch_shape=torch.Size([2]))
     power_init = torch.tensor([1, 2], dtype=torch.float)
     kernel.initialize(power=power_init)
     actual_value = power_init.view_as(kernel.power)
     self.assertLess(torch.norm(kernel.power - actual_value), 1e-5)

Example #2

File: test_linear_truncated_kernel.py Project: zweien/botorch

 def test_initialize_power(self):
     kernel = LinearTruncatedFidelityKernel()
     kernel.initialize(power=1)
     actual_value = torch.tensor(1, dtype=torch.float).view_as(kernel.power)
     self.assertLess(torch.norm(kernel.power - actual_value), 1e-5)