Ctrl+K

aesara.tensor.allclose

Contents

aesara.tensor.allclose#

aesara.tensor.allclose(a, b, rtol=1e-05, atol=1e-08, equal_nan=False)[source]#

Implement Numpy’s allclose on tensors.

absolute(a - b) <= (atol + rtol * absolute(b))

Parameters:

  • a (tensor) – Input to compare.

  • b (tensor) – Input to compare.

  • rtol (float) – The relative tolerance parameter.

  • atol (float) – The absolute tolerance parameter.

  • equal_nan (bool) – Whether to consider nan’s in the same place to be close.

Returns:

A boolean value (of type int8 returned by the tensor elementwise all function) whether all elements in a and b are in the tolerance range defined above.

Return type:

bool

Notes

Not a symmetric equation. See Numpy’s documentation.

Contents