nohup: ignoring input
logdir:logs/2024-02-19T08-49-48_faceshq_transformer
Working with z of shape (1, 256, 16, 16) = 65536 dimensions.
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================
<class 'numpy.ndarray'> =====================