Numpy Binary Incompatibility Error: 'ValueError: numpy.ndarray size changed...' Solution

This error occurs when there's a mismatch between the expected size of a numpy.ndarray and the actual size obtained from the C header or PyObject. It may indicate a binary incompatibility issue, which can occur if different versions of numpy or other dependencies are used during the build and execution of the code.

To resolve this issue, try updating numpy and other relevant dependencies to the latest version. You can also try rebuilding the code using the same environment and dependencies to ensure consistency. Additionally, check if there are any conflicting dependencies or incompatible versions that may be causing the issue.