
    h                         S SK J r   SSKrS rg)   )fast_exp    Nc                     [         R                  " SSSSS9n [         R                  " U 5      n[         R                  " U  Vs/ s H  n[        S   " U5      PM     sn5      n[         R                  " U R                  S5       Vs/ s H  n[        S   " U5      PM     snSS	9nX44 H/  n[         R                  " X-
  5      R                  5       S
:  a  M/   e   g s  snf s  snf )Nr   i  T)endpoint	float64_tfloat32	float32_t)dtypeg~jth?)nplinspaceexparrayr   astypeabsmean)XYx_y_f64_y_f32_ys         ]/var/www/fran/franai/venv/lib/python3.13/site-packages/skimage/_shared/tests/test_fast_exp.pytest_fast_expr      s    
B4$/A 	q	A XX;Ax,Q/;<F XX+,88I+>?+>a+	q	!+>?yF vvaf~""$t+++  < 	@s   CC )r   numpyr   r        r   <module>r      s     ,r   