Files
geMoldInsight/venv/lib/python3.11/site-packages/scipy/interpolate/_dierckx.cpython-311-x86_64-linux-gnu.so
T

517 lines
151 KiB
Plaintext
Raw Normal View History

2026-02-12 23:22:11 +08:00
ELF>�4@�&@8 @�"�"Q�td000����QKQKP�tdppp�
�
�\�l�l8-P-R�td�\�l�l0��$$0����P��P��`
`
XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
Xp `p
hpppxp�p�p�p�p�p�p�p�p�p�p�p�p�p�p �p!�p"q#q$q%q& q((q)0q*8q+@q-Hq.Pq/Xq0`q3hq4pq5xq7�q8�q;�q<�q=�q>�q?�qB�qC�qD�qF�qG�qI�qJ�qK�qL�qMrNrPrRrS rW(rY0rZ8r\@r]Hr_Pr`
�@����%�?h �0����%�?h � ����%z?h
�����%r?h�����%j?h������%b?h������%Z?h������%R?h������%J?h������%B?h������%:?h������%2?h������%*?h�p����%"?h�`����%?h�P����%?h�@����%
?h�0����%?h� ����%�>h�����%�>h�����%�>h������%�>h ������%�>h!������%�>h"������%�>h#������%�>h$������%�>h%������%�>h&������%�>h'�p����%�>h(�`����%�>h)�P����%�>h*�@����%�>h+�0����%�>h,� ����%z>h-�����%r>h.�����%j>h/������%b>h0������%Z>h1������%R>h2������%J>h3������%B>h4������%:>h5������%2>h6������%*>h7�p����%">h8�`����%>h9�P����%>h:�@����%
>h;�0����%>h<� ����%�=h=�����%�=h>�����%�=h?������%�=h@������%�=hA������%�=hB������%�=hC������%�=hD������%�=hE������%�=hF������%�=hG�p���H�}�H9�tL����L���w���H�D$H�S:H�x�H9�tL���jH�D$0H�x�H9�t
H�t$(�RH���:���H�D$8H�x�H9�t
H�t$�2H�D$(H�x�H9�tL���H�D$ H�x�H9�tL���H�D$H�x�H9�tL����
H�D$H�x�H9��t���L����
�g���H�D$0H�x�H;=�9tL����
H�������H��u,�4���H��H��PH��H��9H�8�y����4���1����h���H��� ���H���X���H��I��u4�����H��H��PH��H��9H�8�/��������1���I�������H�E�H)�H��H��tH���t�L�������H��I��u4�����H��H��PH��H�;9H�8����������1���I������H�E�L��H)�H��tH����L�������L)�H��M��tL�����L�������H�������H��H��PH��H��8H�8�[�������1���H�D$HH�x�H9�t
H�t$ �G H�D$8H�x�H9�tH���1 H�D$0H�x�H9�tH��� H�D$(H�x�H9�tH��� H�D$@H�x�H9�t
H�t$8�� L�������H�D$@H�x�H;=�7tH���� L�������H�D$(H��7H�x�H9�t�H���� ��I�|$�H9�tH���� L���z����u���H���-���H���e����I������H�E�L��H)�H��tH��赘L���=���H��I��u������H��H��PH��H�|7H�8���������E1��/"I�|$�H9�tL��� L�������H�E�H�x�H;=�6tL����
H�������H�E�H�x�H;=�6tL����
H�������H�E�H��6H�x�H9�tL����
H�E�H�x�H9�t H�u���
L���q���H�E�H�x�H;=J6tL���h
H���P���H�E�H�x�H9�t H������G
H�E�H�x�H9�tL���2
H�E�H�x�H9�tL���
H�E�H�x�H9��m���L���
�`���H��X���L)�M��tL���H�H�������H��H��uW�b���H��H��PH��H�6H�8������b���H��P���1��"&L��H��H9�tL���� L���x���H���0���H��P�����L��H��H9�t H��h����_ L��I��uN�����H��H��PH��H��5H�8�&��������1��0H�E�H�x�H;=�4t H��h����
H���������H�������H�������H�E�H�x�H9�t H�u���H�E�H�x�H9�t H��h�����L���`���H�E�H��4H�x�H9�tL����H�E�H�x�H9�t H�u���L���r���I�}�H9�t H��x����mL���U���H�E�H�x�H9�t H�u��OH�E�H�x�H9�tL���:H�E�H�x�H9�t�L���%��H�E�H�x�H9�t H�u��
H�E�H�x�H9�t H��x�����H�E�H�x�H9�t H��x�����H�E�H�x�H9�t H��x�����H�E�H�x�H9�t H�u���L�������H�E�H�x�H;=m3t H��x�����L���o���I�|$�H9�t H��x����iL���Q���H��uV�����H��H��PH��H��3H�8�+��������E1���2H�E�H��2H�x�H9��T���H��x����
�C��������H�E�H�x�H;=�2tL����H�������H�������H�������H�E�H��2H�x�H9�t H��H�����H�E�H�x�H9�t H�u���L�������H��������H��H��PH��H��2H�8�W�������E1���AI�|$�H9�t H��H����DL���,���H�E�H�x�H9�t H��W����#H�E�H�x�H9�t H��H����
H�E�H�x�H9�t H��H�����H�E�H�x�H9��1���H��H������ ���H�E�H�x�H;=�1t H��H�����L������������H���M���H��������H�=�1t
�����G� �G�P��W���^����H��$�H��$�H)�H��tH��譒H��$�L)�M��tL��蕒H��$H�D$0H)�H��tH���x�H������H��$���H��$�H���V�H��$�H�D$8H)�H��tH���9�H�������H��$�L)�M��tL����H��$�H)�H��u�뱿�D$L��$��o����D$�HL��H�5r0H��H�
�����w�&H�:�1�L�������H�L�%0L��$�H��L��H��$�I�T$H������H��$�H�x�L9�t
H�t$�t���H��$�H�x�L9�tL���[���H�0H�5�0H�������H���<H��H��$�H�x�L9�t
H�t$�"���H��$�H�x�L9�t
H��$�����H���@���H���x���L�%Y/H����I�<$I�t$H)�H��t�ƐH�|$PH�t$`H)�H��t诐H�|$0H�t$@H)�H��t蘐H��� ��������H�5'�H��I���H�5/H�5�/L�������E1�E1�L��L)�M��tL���E�H�������H��� L��H���}���H�E�L��H)�H��t�H������L�������H�������L�������H�������H������L���t������������H���"���H���Z���H���r���L���J���H���b���L���:���H���r���L���*���H���b���L������H�������L���
���H�������L�������H�������L�������H�������L�������H���"���L�������H������L�������H���r���L�������H���b���L�������H�������L�������H�������L���z���H���r���L���j���H���b���L���Z���H�������L���J���H�������L���:���H��-H�5�-L������L�������L������@H��H�=X�p���H�=�-H��H��*H�5�W�2���f�H��H�=�W�@���H�=�-H��H��*H�5�W����f�H�=�WH��WH9�tH�&-H��t �����H�=iWH�5bWH)�H��H��?H��H�H��tH��,H��t��fD���=)Wu/UH�=&,H��t H�=�)������h����W]�����{���f.��H�=,u�G�P��W��~���������G��������ff.�f�AVAUATI��UH��S��H��@H��VH�H�pH9������������ �&L�d$8L�l$0�-�L��L���_���H�D$0�P����'H�X�ۍK�
��H�L�t$L���-�L������H�D$�P���� ��0� 1�L��@�(H����0���H�H��*H�|$H�5��H�T$H�SH�������H�H�|$ H�5��H�T$ H�SH�� �����H�H�T$(H�SH�H�T$(H�D$0L�B�H�H�L�H;J�v
H;H���H�|$(L������H�H�56�L��H�T$8H�SH���;���H�SH�(H�H�D$8H�x�H9��oH�D$(H�x�H9��-H�D$ H�x�H9���H�D$H�x�H9���H�D$H�x�H9��gH�D$0H�x�H9��%H��)H��H�8�����H�}�H9���1�H��@[]A\A]A^��I�D$8;X�����IcD$H9������A�D$@%=��������L�d$8L�l$0�-�L��L���9���H�D$0�P���xDL���0���H�D$0�� �������0�������L������H�D$�����fDL��1�L�������x���fDH�=�(�<�E��P��U���� ���L������������@H�=�(�*�P��J��H��������L���i��������@H�=x(���P��J��H����z���L���9����m���@H�=H(���P��J��H����8���L��� ����+���@H�=(���P��J��H��������L������������@H�=�'���P��J��H��������L������������@H�=�'uk�P��J��H����v���H�t$�{����g����������E�������������P������������P�������������P��Q����������P������������P�뒺������P��W���I���x���H��&H�������H�������H�������H��� ���H��&H�������H�������H�������H���C���f.�H��(H��H�5��H�D$H�L$H�T$H��H�D$P1�L�L$L�D$(�����ZY��tNH�|$� ��������t6H�D$HcL$D�D$ �D$H�p �T$H�xH�6��?H������H��(�1�H��(�f�UH��H�
��H��fHn�H�F�fHn�H��fHn�H���fl�H��SH�
��H���L�M�L�E�H��pH�E�H�E�PH�E�PH�E�P1�)E�fHn�H�M�fl�H�E�H�E�H�E�H�E�H�E�)E��E���H�� ����H�}�� ���������~H�}����{�����tgH�}�� ��d�����tPH�M�H�U�H�u�L�E�H�A L�JH�R L�^L�PH�y�u��rL��H�0L����?XH��$ZH�]�H��Ð1�H�]���H��H������ff.�f�UH��H�5��H��AWAVH�E�H�M�AUH�U�L�M�ATL�E�SH��pH�E�PH�E�PH�E�P1�H�E�H�E�H�E�H�E�H�E������H�� ����H�}�� ��`�������H�}�� ��E������uH�}�� ��*������ZH�}�� ��������?H�}�� ���������$H�}Ⱥ ��������� H�E�D�E�H��������L�m�L�u�H�E�H�E�L�e�H��x���H�E�H��p���C�DH�H9���L�<�H����L�������J�8H�xH�E�H�H9���I�W�1��9���D�E�H��p���I�v H��I�E M�L$I�VI�}�u��qH��x����qH�M��qI�L$ �qH�H�0��OH��"H��0H�H�M�H��tH)�H��H�E�H�����H�E��1�H�e�[A\A]A^A_]��H�E�1��\���D�E��S���H�=9��l���H��H��������UH��H�5C�H��AWAVH�E�H�M�AUH�U�L�M�ATL�E�SH��@H�E�P1�H�E�H�E��E��Z���ZY���0H�}�� ��
������H�}�� ����������H�}Ⱥ ����������D�E�L�u�H��������L�}�L�m�C�DH�H9���H��H����H�������L�$H�xH�E�H�L9���H�S�1��U���D�E��u�H��I�O I�F M�MI�WI�~�u�VI�u �vH� H�0��LH�� H�� H�H�]�H��t*L��H��H�E�H)��&�H�E�H�e�[A\A]A^A_]�1�H�e�[A\A]A^A_]��H�E�E1��g����D�E��V���H�=X������H��H���T���UH��H�5i�H��AUATH�E�H�M�SH�U�L�M�L�E�H��@H�E�P1��E������ZY���$H�}Ⱥ ��A������ �u�L�m�H���������D6H�H9��1H��H����H���P���I��H��I�|$L�I�$H9���H��1�H��������u�I�}�M�M���U��E���6�E�H��H�U�E1�E1�� ���H�H�E�H�6JH�xjjj���I��H�� H��tjH�x�E�L���PHc�H���)���L)�L��M��H���h�H�e�L��[A\A]]�f.�H�e�E1�[L��A\A]]��E1�1��>���fD�����M��u�H�e�L��[A\A]]Ëu�����H�=�������I�������@AWH��1�H�5��AVAUATUSH��XH�L$H�T$H�D$L�L$ L�D$ H�D$H�D$ ���������H�|$� ��f�������H�|$� ��J�����tvH�|$ � ��2�����t^H�T$H�D$ H�J H�H�H H�1H9�uYH�L$H�zL�HD�D$ L�Y L�QI� L��� c�G���H��X[]A\A]A^A_��1�H��X[]A\A]A^A_��H��I��H��?I��?H1�I��I)�I�� �I��c�I����#I��'� L��A�H�KY�8��m4�-fDH��?B�;H�����>H������QH��H��H��D��A��H�� H����w�H�l$HL�d$@�-C�4>H��L��E�������H�t$@�F����bL�A��I��cviH�
��H���(\���(@L��H��H��H��I��H���I��L�H��L��H��H)�L��M��E��D�LQ�QF� E�F�A��B�H='w�A�E0I�� ���H��I��H��?I��?H1�H)�H�� ��H��c��H�����H��'��H��A�H�KY�8��m4�,DH��?B��H������H������ H��H��H��D��A��H�� H����w�L�l$(C�47H���-L���c���H�D$(E���P�����I�A��H��cvfH�
k�H���(\���(�H��H��H��H��H��H���H��H�H��H��H��H)�H��H��D��D�DQ�QE�>A��A��A�>H='w��C0H�� �7A�� 1�L��H�ۻ�����H�H��H�|$0H�5ʻH�T$0H�SH�������H�H�T$8H�SH�H�T$8
H;H��.H�|$8L��� ���H�H�5n�H��H�T$HH�SH���&���H�SL� H�H�D$HH�x�H9��H�D$8H�x�H9��#H�D$0H�x�H9���H�D$(H�x�H9��yH�D$@H�x�H9��;H��L��H�8�����I�|$�H9���1��
���H����TX�XA�V������H�
��B�Di�FB�i�@���fDL���`���H�D$(�����fDL���H���H�t$@�����fDL��1�L���[��������H�=�[A�D$��P�A�T$����Q���H�������1��V���@D�x�[����D�p������D�p������D�x�+����D�p������D�x� ���H�=����P��J��H��������H���P��������H�=c���P��J��H����h���H���$����[���H�=7���P��J��H����*���H�����������H�= ���P��J��H��������H�t$ ����������H�=�u/�P��J��H��������H������������������A�D$�������������P��κ������P������������P��Z����������P������������P��h���A������A��j���A��_���A������A��I���A��>���A������A������H��H���\���I�������I�������I������I�������H��I�������H��I�������I������I�������UH��H�5ַH��AWAVH�E�H�M�AUH�U�L�M�ATL�E�SH��XH�E�PH�E�P1�H�E�H�E������ZY����H�}�� ��o�������H�}�� ��T������tH�}�� ��9������YD�e�L�u�L�m�H�]�E���xH���������E��DH�H9���L�$�H���+L���3���N�< H�xH�E�H�I9�t I�T$�1������H�C H��H�U�E1�E1�� �H�H�E�I�E H�@H�E�H�1@H�xjjj���I��H�� H����I�E �M�I�v I�UL�@I�~�u�LcM�A�t$QHcM�QH�K �1H�H�6�s�|>H��0H�E�H���FL��H��H)��-v�3���L�m�H�}��-L���sI�������H�M��A�����H����H�5���D��D��Hi���QH��%k�d)�D��A�ԉ��D�@�F�D��S������'w�A�D$0A�� vH�<�E�A�T$�B� �Q�H�/��1�L���@���H��L� H�SH�H�E�H�x�H9��RH�L��H�8�����I�|$�H9�t*H�=��PA�D$��P�A�T$��� L�������E1�H�e�L��[A\A]A^A_]�H�E�E1�������{����~���fDA��A�� � A��cvdA����x���D���H�KY�8��m4A��'w����cv7=��M���='vuH��H�у�H��H�� ��H����w��)����D�sL�m�H�}��-L��A�vI�������H�M��A���xD��L�������H�M���H��A��c�
����V����������H�=�u/�P��J��H��������L���Y��������������A�D$�������������P���1�A��Z���H�=��N���I�������H��H�������H������I�������H���'���UH��H�5=�H��AWAVH�E�H�M�AUH�U�L�M�ATL�E�SH���H�E�P1�H�E�H�E��E�����ZY����H�}�� ���������jH�}�� ���������OH�}�� ���������4H�E�L�}�H�]�H��`���I�G H�H��h���H��H�C H9���E�H�M�� L�e���H�H�E�H��;L�����h1�L���H��A�տI��H��;L�����h1�L���H��A��H��������I�ƋE��DH�H9��H�4�H����M��H��H��P�����M���� ˆ�O��������I��H��P���I�|$I�$I�4H��X���H9�t H�P�1��]�����O����.L�KH��H�M�I�H��`���D�E�H��h���H�C H�SATQ�M�A�vA�uQH���NH�}�H��0�����I��H��:L����`I��H��:L����`H��L��L��1�H�=���u���M���vH��X���L)�L��H��h�����pH��h���H�e�[A\A]A^A_]�DH��H��I��H��?I��?H1�H)�H��h���H�� �^H��c�uH����sH��'�qH��A�H�KY�8��m4�.�H��?B�sH������H�������H��H��H��D��A��H�� H����w�L�e�L�m��-C�4>L��L��E�������H�u��F�����L�A��H��h���cvqH�
��H���(\���(L��h���L��H��H��H��I��H���I��L�L��h���E��H��L��H��H)�D�LQ�QF� E�F�A��B�I��'w�H��h�������0H�� vH�
��Dy�F�y�H�C H�H��I��H��?I��?H1�H)�H�� ��H��c��H����H��'�H��A�H�KY�8��m4�-fDH��?B�H�����.H������1H��H��H��D��A��H�� H����w�H�}�C�4>L���-H��h�������H�E�E���P����]I�A��H��cvlH�
�H���(\���(�H��H��H��H��H��H���H��H�H��H��H��H)�H��H��D��D�DQ�QE�?A�~�A��A�?H='w��C0H�� vH����TX�XA�WA�H��h���� 1�H��������H�H� H�}�H�5_�H�U�H�SH��� ���H�H�}�H�52�H�U�H�SH�� �����H�H�U�H�SH�H�U�H�E�L�B�H�H�L�H;J�v
H;H���L��L�������H�SH�H�H�E�I��H�x�H9��(H�E�H�x�H9��CH�E�H�x�H9���H�E�H�x�H9���H�E�H�x�H9��`H�( L��H�8�=���I��H9�t,H�=L �A�G��P�A�W���L�������1�H�e�[A\A]A^A_]��HDžX���E1������M��tI�mt1M��tI�.t1��:����L�������1��$���f�L���x�����fDH��h��������H�E������L�������H�u�������D�p������D�p�+����D�p������L��1�L���s����m���fDD�p������D�p������D�p�S���H�=
��P��J��H��������L��������t���H�=� ���P��J��H����D���L��������7���H�=� ���P��J��H�������L���p��������H�=� ux�P��J��H��������H������D��������H�=W ug�P��J��H��������L�����������������A�G�������������P��x����������P��=����������P�녺������P�������������P���A�����A������A������A������A������A������A��Y���A��N���H�=[������I�������H�������H�/I�������I������H���@���H��H���T���I�������I�������I�������H��I�������ff.�f�UH��H�5T�H��AWAVH�E�H�M�AUH�U�L�M�ATL�E�SH���PH�E�P1��1���ZY����H�}�� ����������H�}�� ���������qH�}�����������VH�}�����������;H�}����x������ H�}����]������H�E�H�u�H�]�L�U�H��X���H�E�H��p���L�}�H��H���H�F H��P���L�pL�H�CM����J� ��H�8H��H�WH��H9�u�I��H��p���M��H��L�e�E1�E1�H�q1L��L�m�� L��`����I��H�xjjjL��h������L��E1�E1�H��x���H�'1H����H�xjjj���f��f�ɿI��H��0�I*�f��H�� �H*����H��x�����M��I�������M��L��h���L��`�����I�JH��L��L��H��X���L�HI�B L�@H��p���H�xH��x����pH��H���SA�t$�pI�G �0H��P���A�w�p�?A��H��@��xmH�60L����`I��H�#0H��x�����`H��L��L��1�H�=u�������D1�H�e�[A\A]A^A_]������1�����؉�p���A�������c��=����»='�H�KY�8��m4���!f���c��=���='��H��H�у�H��H�� ��H����wƉ�p���H�E�L�}��޺-H��L��H��h����?���H�M��A����m��A���}a��p���H�5*�A���D��E��H��Hi���QH��%k�dA�Ӊ�)��D�@�F�D��S����A��'w�D��p�����p����؃�0�� vH���ۍS���Q�H���� 1�L�������H�H�UH�5��H��h���H�U�H�SH���Z���H�SH�H�H�E�I��H�x�H9���H�E�H�x�H9���H��L��H�8� ���I��H9������H�=��A�G��P�A�W��������H��h�������������f.�M�ݻ�%���L�������H�M��������p������D�����p������6�����p������(���H�=�uY�P��J��H����B���H��h����Q����1���H�=du7�P��J��H�������H�u��(������������A�G��2��������P�릃����P��Ȼ�������m�����U���I��I���q���H��I�������I��I�������H��I�������H��I��I�������DUH��1�H�5'�H��AWAVH�M�H�U�AUL�E�ATSH��hH�E�H�E����������H�}�� ����������H�}�� ��|�������H�]�L�m�H�S H�H��I��I�E H90��H�M�H9��L�rH�M�H��H�U�H�@E1�E1�� �H�E�H��+H�xjjj���I��H�� H����I�E M�EH��L��H�{H�M�L��L�HA�t$�(XZ�
f.�E1�H�e�L��[A\A]A^A_]�H��H��I��?H��?H1�H)�H�� �� H��c�� H����� H��'�� H��A�H�KY�8��m4�(�H��?B��H�����H������H��H��H��D��A��H�� H����w�H�E�L�e��-C�4>H��L��H��x��������H�u�E���F����fL�A��H��cvmH�
��H���(\���(�H��H��H��H��I��H���I��L�H��H��H��H)�H��L��E��D�LQ�QF� E�F�A��B�H='w��C0H�� ���I�E H�H��I��H��?I��?H1�H)�H�� �!
H��c�N
H����6
H��'�J
H��A�H�KY�8��m4�.�H��?B�{H������H�������H��H��H��D��A��H�� H����w�L�m�H��x���C�4>�-L���H���H�E�E���P����I�A��H��cvlH�
Q�H���(\���(�H��H��H��H��H��H���H��H�H��H��H��H)�H��H��D��D�DQ�QE�?A�~�A��A�?H='w��C0H�� �?A�� 1�L��H�#��־��H�H�d�H�}�H�5��H�U�H�SH���l���H�H�U�H�SH�H�U�H�E�L�B�H�H�L�H;J�vH;H�wL��1�L���r���� H�}�L�������H�H��x���H�5��H�U�H�SH�������H�SL� H�H�E�H�x�H9���H�E�H�x�H9��H�E�H�x�H9���H�E�H�x�H9��H�E�H�x�H9���H�h�L��H�8�}���I�|$�H9��XE1�������H����TX�XA�W������H�
y��DY�F�Y�)����L���8���H�u�������L��� ���H�E�������H��H��I��H��?I��?H1�H)�H�� ��H��c�MH����^H��'�`H��A�H�KY�8��m4�-fDH��?B�H�����"H������$H��H��A��H��H�� H����w�H�E�L�e��-C�t5H��L��H��x����;���H�u�E���F����hL�A��H��cvoH�
D�H���(\���(f.�H��H��H��H��I��H���I��L�H��H��H��H)�H��L��E��D�LQ�QF� E�E�A��B�H='w��C0H�� vH�
̠�DY�F�Y�H�]�H��I��H��?I��?H1�H)�H�� �TH��c��H�����H��'��H��A�H�KY�8��m4�*H��?B��H������H�������H��H��A��H��H�� H����w�L�m�C�4>L���-L���׽��H�E�E���P����I�A��H��cvkH�
��H���(\���(fDH��H��H��H��H��H���H��H�H��H��H��H)�H��H��D��D�DQ�QE�?A�~�A��A�?H='w��C0H�� vH�l��TX�XA�WA��1�L��H����V���H�H���H�}�H�5��H�U�H�SH�������H�H�U�H�SH�H�U�H�E�L�B�H�H�L�H;J�v
H;H��~H��x���L���l���H�SL�(H�H�E�H�x�H9��H�E�H�x�H9��1H�E�H�x�H9���H�E�H�x�H9���H�'�L��H�8�<���I�}�H9��9E1��������;��������fDD�p������D�p�;����D�p������D�p�����D�p�s����D�p������H��x����ĸ��H�u������L��谸��H�E������A�A�������A�A������A�A���{���A�A�������A�A�������A�A���N���H��x���L��1��l����{���H�=/��A�D$��P�A�T$��������H��x���������t���H�=�����P��J��H����5���H��x���踹���$���H�=�����P��J��H��������H��x���船�������H�=�����P��J��H��������H��x����X��������H�=k��p�P��J��H����a���H�u��+����S���H�=>���P��J��H����V���H��x���������E���H�=���A�E��P�A�U��������H��x����ɸ�������H�=���f�P��J��H����F���L��蝸���9���H�=���I�P��J��H����+���L���q�������H�=���<�P��J��H��������H�u��D��������H�=W����P��J��H��������L������������������P��8����������P������������A�D$�������������P��9����������P�������������P��K���A��X���A������A������A������A��,���A��!���A������A�� ����������P��(����������P�������������P������������A�E��E����������P������A������A�����I���I���H���I���V���I���l���I��避��I�������H���I�������H���I�������I������H��H���L���H�������I���z���I���F���I������I���W���I���p���H�N�I���4���ff.�UH��H�5��H��AWAVH�E�L�M�AUH��h���H��`���ATL�E�SH���H�E�PH��x���PH��X���PH��p���PH��\���PH�E�P1�HDž`���HDžh���HDžp���HDžx���H�E�H�E�H�E�����H��0���H��`���� ����������H��h���� ����������H�}������������H�}����y�������H�}����^�������H��p���� ��@������pH��x������"������RH�}����������7H��h���H��`���H�M�L�U�L�]�H��H���H�@ H��@���L��p���L��x���L� H�C L�u�H�PI9����~Hc�X���H��L��0���E1�E1�� �H�(fHn�L��8���H�U�fl�H�xjjj)E����L��8���L��0���H�� H��I����H��H���H�C Hc�X���H�{H�Q M�JH�IH��@���L�BH�PVA�t$I�v �6A�vA�wI�u �6��\���A�uVA�sH�0�s�5"H��P�
�E1�H�e�L��[A\A]A^A_]�H��H��I��H��?I��?H1�H)�H�� ��H��c�)H����
H��'�H��A�H�KY�8��m4�0f�H��?B��H������H�������H��H��A��H��H�� H����w�H�E�L�m��-C�4>H��L��H��H���謳��H�u�E���F����2L�A��H��cvhH�
��H���(\���(H��H��H��H��I��H���I��L�H��H��H��H)�H��L��E��D�LQ�QF� E�F�A��B�H='w��C0H�� vH�
D��DY�F�Y�L��L��H��?H��?I1�I)�I�� �yI��c��I�����I��'��L��A�H�KY�8��m4�.�H��?B�dH�����HH�������H��H��A��H��H�� H����w�L�u�H��H���A�4�-L���K���H�u��ۋF�����H�A��I��cvhH�
U�H���(\���(L��H��H��H��I��H���I��L�H��L��H��H)�L��M��E��D�LQ�QF� E�G�A��B�H='w�A�D$0I�� vH���B�T`B�`�V��1�L��H�A��̮��H�H�Z�H�}�H�5@�H�U�H�SH���b���H�H�U�H�SH�H�U�H�E�L�B�H�H�L�H;J�v
H;H��?H�}�L�������H�H��H���H�5��H�U�H�SH��
�����H�SL� H�H�E�H�x�H9��YH�E�H�x�H9��7H�E�H�x�H9��H�E�H�x�H9���H�E�H�x�H9���H�i�L��H�8�~���I�|$�H9���E1������L��耭��H�u��.���L���o���H�u�������a��������A�A�������A�A�������A�A���P���A�A���A���A�A���2���A�A�������L��1�L���%��������H��H����Կ���O���H��H����ÿ������H��H���貿�������H��H���衿�������H��H���萿�������H��W������������A������A������I��鍸��H��H�������I�������I���7���I�������I���b���H��I���s���H���I���"���I�������ff.�ATH�=ڌUH���
���I��H����H�5��L���"���I�,$H����H����H���H9E��1�H���Ю��H�mH�|trH�����=H�c��������9H�G������ ����H����H�=]A\鰮��L��������_���H�������H���z���@H��H�8�������u%� ���H�q�H�5r�H�8�ʭ��H��1�]A\��K���H�=ŋ�߬��I��H�������뼐H���H�5��H�8芭��H�mu�H���[�������H�5����H���H�81��ث���n���H���H�5��H�8�=����S���H���H�5B�H�8�"����8�����H�t��H�5ЌH�81��~�������H�R�H�5$�H�8����������f.�@AWHc�AVAUATI��UL��SH��(H�|$I�|�H���$I�D��)ȉL$�D$������Hc$f(�A�D�iL��H�D$H�D$N�t�J�fDJ������H���$�c���H�E�$H�Ǹ�E@f(��L���\��\��^��Y��XD���D��f(��\��Y��D�H��L9�t%���A�f.�z�u�H�D�H��L9�u�L�xI��M9��Y����\$��A9���Lct$N�l�H�T$Hc�H��H��L�4�H�D$I�H�I��fDL��H��L)�肪��H�EH�Ǹ�4f���\��*��YD���^��L���\��D��L��H��9�|$�A ��A�f.�z�u�H��I�E9�}܃�I��A9��x���H��([]A\A]A^A_ÉÃ�A9�|�HcD$M�,���uHc$H�D$����D�t ��Hc�E��L�<�DO��L��H����袩��I��H�EH��D9�~�Hc$H�D$A9������H��([]A\A]A^A_�ff.�f�Hc�f(�H)���L� �H��f.�����f/���E����H9�~H9�|9�BTH�PH��H9�t~f/�s
�vfDH9�tcH��H��f/ �s��@��L��f/�w
�OH9�t�H��H��f(���f/�w���f/��{����m���f���H���H��������BTH�Q�a���ff.��AWAVAUATUSH��(H��$�H��$�L�D$0H;�$h�PI��I��L;�$h� H�B�H�D$pH��$hH��$`M��L��$H��H�D$xH��$�H��$`H��H��H�@H��H��$�H��L�H��$�H��J�4�H��$�H��I��H�\$(H�\$pH�t$hL�H��$�H��H��H��H��$�H��H���H��H��$�L��M��H�D$H��$`I��H��H��H��$�H��$`H���I��H��$�H�\$xH�|$0H��H�D$ H9���H9���$���$�H9�| @����H�D$ L��$`H��$�H�T$L��H��$�I��H�I��H�T$M��J� I��I�\�H��I)�H�$�I� �I�,ֺI�<�H��$�L)�L)�H�|$H��$H��$H��$�H��$�H��$�@H��$�H�{�L�T$`H��$�L�\$XL�L$PH�D$HL�D$@H�t$8�����L�T$`H�t$8��$L�D$@I��H�D$HL�L$PL�\$X�C��H��$�H����$��$H�H;T$hH�T$hf(���L)�fW5��H��H9������I����fD(�f(�fD(�1�H��$�H�NfE�f�fE��ff f(�f(�fY�fAY�fAY�fY�fX�fX� H��H9�u�H��$�H9|$ptDH�|$H�L$f(�I�T=� H�L$I����Y��Y��Y��Y��X��X��"�H��$`J�D���H�|$(J� �J����$��$H��f(�fW5щH9�@��H;T$(��@���H��$`��H�|$(H�D$8f(�1�fD(�fD(�f�L�H��$�L�fE�fE�@ff f(�f(�fY�fAY�fAY�fY�fX�fX� H��H9�u�H�D$8L9�$`t6K�!�Mf(�I����Y��Y��Y��Y��X��X��"�EH�D$ H�|$ H9|$0t:H�L$xL)�M�L�$`L�$`H�$�H9�������$������H��$`H�$�H��$�H��$�H�D$xH�D$xH�$�H�H|$(L�$�HL$hH9�$������H��([]A\A]A^A_�f.�H��$�H��H�L��
��f(�f(��Y��Y��Y��Y��X��X���D��H��H9�u�������H��$�H��$����B �f(�f(��Y��Y��Y��Y��X��X��B�H���B�H9�u������H��$�H�Z�M��H��$`H�\$pL��$`I��I9�IN�I���L��$H��$�H��$`H��$hH��$�H��$`H��H��$�H��$hH��H��$�H��$`I��I��H��$�H��$hH��H��H��H�t$(H�4�H�t$xH�4H�D$hH��$hH��H��$�H��H��H��H��$�H��H���H��H��$�H��$hH�D$H��$`H��H��H��$�fDH��$�H��H�\$0H�D$ H9���H;�$h��$���$�H;�$h|����H��$�H�T$H�D$ L��$`H�H��$�L��I��I��H�T$H��$�H�M��I��I�\�H��I)�I� �I�;L)�I�<�I�,ֺH�L$H��$�H��$H��$L)�H��$�H��$�H��$�DH��$�H�{�L�L$`H��$�H�D$XL�T$PL�\$HL�D$@H�t$8詡��L�L$`H�t$8��$L�D$@I��L�\$HL�T$PH�D$X�C��H��$�H����$��$H�H;T$hH�T$hf(���L)�fW5��H��H9������I����fD(�f(�fD(�1�H��$�H�NfE�f�fE�ff f(�f(�fY�fAY�fAY�fY�fX�fX� H��H9�u�H��$�H9|$ptCH�L$H�|$f(�J�)�H�|$I����Y��Y��Y��Y��X��X��"�H��$`J�D���H�|$(J� �J����$��$H��f(�fW5��H9�@��H;T$(��@���H��$`��H�|$(H�D$8f(�1�fD(�fD(�f�L�H��$�L�fE�fE�Dff f(�f(�fY�fAY�fAY�fY�fX�fX� H��H9�u�H�D$8L;�$`t6K�#�Mf(�I����Y��Y��Y��Y��X��X��"�EH�D$ H�L$ H9L$0t7L�$`H\$xL)�M�L�$`H;�$h������$�����H��$hH��$�H��$�L�$�H��H��$`H��$�H�$�H��$�H�$�H\$(H�\$xH��$hH\$hH�H9���H�AH��H��$������f�H�|$xH��H�L;��
��f(�f(��Y��Y��Y��Y��X��X���D��H��H9�u�������H��$�H��$����B �f(�f(��Y��Y��Y��Y��X��X��B�H���B�H9�u�����M��H��$�M��M��H9�$h����������f�AWAVAUATUSL�\$8H�|$�H�L$�M����H��I��L��L��H��I��I��I��M��H��H�4*J�<�H��O�D�M� M9�M�3A��L9�A��E��xL�D�M9�A��H��A��E���[�I��H�41�I��f�I��ff^�AH��L9�u�H��H���@��tH����^�A�L�l$�I����H��H��M��I��I��I��H�4�M��I��H��I�H�L��H��H�<�H��H)�H�|$�H�|$�H��H�D$�N�L�@L�T$�H�D$�H�|$�M)�M�M9�MO�K�2H� �1��� �I��~%L��L�����YH��H��\�H9�u��A^I��A �H��I��H9�u�I��M�L�LL$�M)�I����s���[]A\A]A^A_���^�AH��H9�u������AWAVM��AUATUSH��XH��$�H�|$H�t$(L��$�H�T$@L��$��L��D�t$$K�l�M��H��L�t$HM��E1�H��J��E1�H�D$0L��H���H�D$8L��M��DH��$�D��$�H��L�\$�T$$H�t$(L��$��B�H�|$�D$�Y����D$L�\$H�=�}H��f(%~L��$�fHn�ymM��~7I���H�|$0L��J� f�"H��H9�u�H�T$8I9�t L��A�I��I�M�L9�$��A���H��X[]A\A]A^A_�f.���$��t$$��M��H�|$L��$�L�\$H�D$����M��H�D$L�\$L��$�f��~�L�L$HH��L��E1�L)�H��H|$@�H�L��H��f(�M��xf���YH��H��X��H9�u�I��H��H��M9�u�����1��
����AWAVAUATUSIc�H��8H�L$L�L$(H�\$ H����HcD$xI��I��H��L�,XJ�.H�D$L��H��H��H�D$H�D$pL�4�����H��$�H�\�H�D$H�t$E1�L��D��H���B��$�j����$1�D��L��$���H��I�������E��xBL��L��H+T$ H�D$(H)�H�T$pH�H� �H��$�fD�H���L�H9�u�I��L;l$�e���H��8[]A\A]A^A_�fDAWAVAUATUSH���H��$�Ic�L��$�YH��$�L��$ ��$�Hc�H��$�H��$���$�L��$�H�\$H��$�H����H��$L��$H�D$xH�D$XH��H�D$0L�H�D$hI�AH�D$ H�C�H��H���D$?H��I���H��$�H��$H��H��H�D$PH�AH�D$@H��$H��H�D$HH��$�H�D$XE1�L��$���$���H��$H��$�L��� �H��$��D$�Y��L$������D$1�M����$���L��H���������$��L$���WH�L$xL�T$I��L�l$`H��$�L+�$�f(�H�D$I�H�t$0f�L��$M��L��L�L$I��H��L��1�H�D$pM��L��$�I��H�$�H�T$H�۸HH�L�L�H9��A��H��HI�L�L�H��@��@"l$?H9���D �@����I9���D���H�o�!K�DL��I��I��f�I��M��f�H��fY�ffY�fX�ffL�L9�u�H��H���@��t/H�D$�A�H)��YH�H�D$H�I�D��Y��X�H��$�wH�D$0L�yH�H9�@��L9���@��lH�|$H@��H;t$ ��@���QH�D$ �H�T$(H�T$PH�x�f�1�@ff,fY�fY�fX�H��H9�u�H�T$(L9�$t%�A�YK�H��$H���Y��X�H\$H��I��L��H��L�$H;l$@�,���H��$H�D$XHt$xH�D$XH�t$0Ht$hHt$ H9�$������H���[]A\A]A^A_�DH�D$`J�L��@��YH��H���Y��X�H�H9�u�H��$H�o�����f.�H�D$0L�yH��-���fDH�D$pH�|$hfD��YH��H���Y��XF��F�H9�u������AWAVI��AUATUSH��H��$XH��$PH�T$H��$�H�D$`��$`H��$���$H��$hL�D$H��$�H��$xL�L$XH��$�H��$�H��$�H��$�H��$�H��$�H�D$HH��H�UH�\H��$�H9�t"H�EH9�tfDH�H9�HL�H��H9�u�H�BH��������H��$�H�H9���L��$�I��H���8L���ΐ��J� H�xH�D$0H��$H�H9�t I�T$�1��A���H��������H9D$�L�d$M����L��$�L���n���I��L�H��$�I�I��t!I�H9�$�tH��$�1�H�P��Ҏ��L��$�L�l$H��������I9���N�$�M����L�������J�< H��$�H��$�H�I��tH�xH9�$�t I�T$�1��]���H�|$�-H���f�H�8H��H�WH��H9�u�H��$�H�L$h�%H�D$HL�t$PHDŽ$�L��$�H�<�HDŽ$�H��$�H�|$H��H�|$@H��$�H��H��H��H��H�\$8H�D$xH��H���H��$���$ H�H��$�H��H��H�D$pH��$�1�H�|$L��$�H�D$��DH�D$PL�l�L��D��$��H�D$XL��D��H�4��D$ �����H�D$H���H�|$`L�D$0��D���D$ H�<�H�|$(�L$(L�������M���cJ��L�l$H�t$0L��詍��H�D$Lt$@I��H�D$8H��I�L�l$H9\$�G���H�|$H~H��$�1�L��腌��H�|$h�EH��$�E1�H��$�L�L$H�$�L��H��$��urL��$�L��$�H��$�L��$�L��$�DH�|$��1�1�f(�1�f�H�L� 0IH+DL�I�D�BY�H��H�I9�u�H�|$H~H��I�I9�I�T��bH�|$p�Vf(�H�t$x1�f��f fA$fY�fX�
H��H���Y��XH��H�H9�u������1�f(��=���H�|$H�����H�|$H��H�D$xJ� L��Df(-@pH��h�H9�u�H��$�H9|$H�����Hc�$ H��$�H��oH�$�H���d���H��$������HDŽ$�E1�HDŽ$�HDŽ$�H�D$h�<���H��[]A\A]A^A_�1���H�D$0HDŽ$�����H��$���,���H�=�i�����H�=�i�����H�=�i�����H�|$HDŽ$�HDŽ$��{���H��$��[��������H������H���h���H���`���H���3����AWH��AVAUATUSH���L��$H��$�H�T$L��$I�4H��$�I�H��$�L�D$L�L$`H��$�L9�tI�FH9�tH�H9�HL�H��H9�u�L�jH��������K�D-H9��oL��H��H���1H���<���H� H�xH�D$8H��$�H�H9�t H�S�1�谇��H��������H9D$�
H�\$H����L��$�L���݈��H��L�H��$�H�EH��t!H�}H9�$�tH��$�1�H�P��@���H�D$I��H�D$H��H��������H9���H��H��H����H���`���H�<H�|$H�I��H��$�tH�xH9�$�t H�S�1��Ɇ��H��$��jH�\$H��$(H�D$pH�D$xH��H��H�D$hH�\$HJ��H��$�H�\$@H�D$XH�|$��H��$�H�\$pL�|$(H�D$H��$�H��1�H�D$Pf�H�D$PH�|$`A���I��H�4�H�|$H����H�D$�D$0�y���H�D$ H����L�D$8�t$1ɉ��D$0H�|$�����H�|$��H�D$H�t$8H�|$(H��膆��H�L$ H�t$HH�|$@Ht$H�L�H��H|$(H9\$�I���H�D$xH��$H��$(L��~|L��$�L��$ H��$0�H�|$�4H�]k1�1�1�fHn�f�H�L� HDI+L�I��CY�H��H�I9�u�K�4L��BI��L;D$Xu�H��$(H�D$hH|$xH�D$hH��$�H|$XH�|$H|$pH9�$��8���E1�M��tH��$�L)�H��L����#H��tH��$�H��H)���#H�|$8H��tH��$�H)���#H���D��[]A\A]A^A_�H�D$ H�|$HH|$H�|$@H�D�H��H|$(H9\$����������fDH�)j1�fHn������D�l$hA���C���H��$�~<HDŽ$�1�HDŽ$�E1������H�D$8HDŽ$������E1��'���H�=Bd�u���H�=6d�i���H��$��E1������H�=d�J���f.�E1������H������H������H���/���H��������AWIc�AVAUATUS�XH���H�|$@L��$�H�t$HL��$�H�T$H�L$8�D$�\$`H�D$0H����Hct$`H��L��L�Ջ�$�H��H�t$��H�D$PH���D$gH��H���E1�H��I��M��E1�H�D$XH��H��H�L$hDH�t$@D��$�H��L�\$(�T$H�|$L��$��B�H�t$8�D$ ������D$ L�\$(H��L��$�y �|$g�:���H��H+T$0�t$M��H��$�H�|$L�\$(L��$�J��1ɉ�H�D$ ������D$`L�\$(L��$���H�D$ �H�L$PH�t
H�KH9�@��H9���@���I�T$H9�H�T$@��H��H����@����� H�|$X1�f�fAfY�DH��H9�u�L9t$t�A�YK�T5�A�I��H��Ll$H��L9|$H�����H�L$8H��$�H+L$0H�A�H�H�Ę[]A\A]A^A_��H�|$h1�f��A��Y�D�H��H9�u���DH�KH�\$PH�t�p���ff.�f�AWf��AVI��AUI��1�ATI��UH��SA�YMc�M)�I�@�H��xH�$H�D$0H�T$PL��$�H��H�T$H�D$@H�D$PH�D$)D$0�C H�D$`f��H�D$ H�D$()D$PH����Hc�f��1��H��H�D$(H9����D$ �A ��AT�fA/��X��D$ r�H9$~��Y
�eH�t$X�\��L$�D$ H;t$`�C�H��H�t$X�\$H�t$8H���\$ H;t$@��H�D$(H��H�F�H�D$(H�t$8H��H�D$(H9��W���DH��H�t$8H�l$(H;t$@��H�.H��H�t$8H�t$XH;t$`���D$ H���F�H�t$XH�D$8H�t$0f��I�D$A$H��H)��GH��������H9���H������H��H�D$8H�t$0H��H)�fHn�H�fl�I�\$A$H9�tH��H���Ӏ��H��H�D$XH�f��H�l$PI�L$H��AD$I�D$(H)���H��������H9�� H���t��H��H�D$XH�l$PH��H)�fHn�H�L�,fl�I�\$(H�\$`AD$H9�tLH���D���M�l$ H)�H��H����H�|$0H��t
H�t$@H)���H��xL��[]A\A]A^A_��M�l$ H��t���@1�1��v����1�1�������H�|$H�T$(�H�D$(�_����H�|$H�T$ �a�����@H�|$H�T$ �I�5���@H�|$H�T$(�!������'|���"|��H���T���H���c���H���.���f.�UI��H��H��AWAVAUATI��L��SH��H�}�H��HVH��AQE��M��� ���XH�E�L�e�L�u�L�m�ZH�E�H�E�L)�H��H���AH����H�E�1���bH������L�H�F�H��H�DH�}�L�L�L��L)�H��~�A �f/��_�HG�f(�L�}�H�zM��M��M)�I��~�AL��f/�vH�Jf(�H9�tH�����!b1�H������H�}�H�T�H+�H��~�A �f/��_�HG�f(�H��H9�w�H���tuH�}�L��H��HD�H)�H��H��H��?H�H�����E���M���E�tL��L��L)��}�E�H�e�[A\A]A^A_]�f��ˉ��H�������龉��f.�@UI��H��H��H��AVAUATI��SH���L��P���L��X�����t&)�`���)�p���)U�)]�)e�)m�)u�)}�H�FH�����Dž��� Dž���0H���H)�H�EL�l$H�� ���H��0���I���H��(���L��A��Hc�H��tdH�����1�H���c}��I��H�HH��t6H��H��L���{��H��L;5ַu<I� $H�e�L��[A\A]A^]��A�EA�F��DH���H�H��A�FI�A�D��f.�AWAVAUATUSH��������H��L�wL�/L��L)�H��H9��5H��I�׺H��HE�1�I��H�H����L)�H����H��u]1��AL�LM)�L�}K�1H�$�H����M��_M��uwfHn�H�]$EH��[]A\A]A^A_�f.�H9�HG�H��H��H�$�Uz��H�$H��H��{���fDL��L��L��H�L$��y��H�L$M��t�L��L)��&L��H��L�L$�{��L��L�L$L)�M��H���L��H�L$��H�L$�D���fDH���������h���H�=s^�Mx��f.�AWAVAUATUSH��������H��L�wL�/L��L)�H��H9��%H��I�׺H��HE�1�I��H�H����L)�H����H��uU1�I�L�LM)�L�}H�K�1H�$H���M��RM��ujfHn�H�]$EH��[]A\A]A^A
H�� ]A\A]��2o��I����|��f.�AUI��H�5LATI��UH�� dH�%(H�D$1�H��H��������H��L���_n��L�������L��I�������H��L��L������H����n��H�D$dH+%(u
H�� ]A\A]���n��I���U|��f.�DH�������H��H���k���f.��UH�������H��]��l��f.�@H���g���H��H��� ���f.��AUI��H�5KATI��UH�� dH�%(H�D$1�H��H�������H��L���_m��L������H��L��L���)���H���m��H�D$dH+%(u
H�� ]A\A]���m��I���p{��f.�AUI��H�5�JATI��UH�� dH�%(H�D$1�H��H��������H��L����l��L���7���L��I���l���H��L��L�������H���vl��H�D$dH+%(u
H�� ]A\A]��m��I����z��f.�DH������H��H�������f.��UH�������H��]�.k��f.�@AUI��H�5�IATI��UH�� dH�%(H�D$1�H��H���/����H��L����k��L�������H��L��L�������H���1m��H�D$dH+%(u
H�� ]A\A]��2l��I��� z��f.�AUI��H�5IATI��UH�� dH�%(H�D$1�H��H��������H��L���_k��L�������L��I�������H��L��L������H����l��H�D$dH+%(u
H�� ]A\A]���k��I����y��f.�DH�������H��H���k���f.��UH�������H��]��i��f.�@AUI��H�57HATI��UH�� dH�%(H�D$1�H��H��������H��L���j��L���'���H��L��L���I���H����j��H�D$dH+%(u
H�� ]A\A]���j��I����x��f.�AUI��H�5�GATI��UH�� dH�%(H�D$1�H��H���O����H��L����i��L���W���L��I�������H��L��L�������H���j��H�D$dH+%(u
H�� ]A\A]��'j��I���Ex��f.�DH���7���H��H�������f.��UH�������H��]�Nh��f.�@AUI��H�5�FATI��UH�� dH�%(H�D$1�H��H��������H��L���i��L�������H��L��L�������H����i��H�D$dH+%(u
H�� ]A\A]��Ri��I����w��f.�AUI��H�57FATI��UH�� dH�%(H�D$1�H��H��������H��L���h��L�������L��I������H��L��L���>���H���6i��H�D$dH+%(u
H�� ]A\A]���h��I����v��f.�DH�������H��H�������f.��UH�������H��]��f��f.�@AUI��H�5WEATI��UH�� dH�%(H�D$1�H��H���?����H��L����g��L���W���H��L��L���i���H����g��H�D$dH+%(u
H�� ]A\A]���g��I���0v��f.�AUI��H�5�DATI��UH�� dH�%(H�D$1�H��H��������H��L���g��L���w���L��I�������H��L��L�������H���6g��H�D$dH+%(u
H�� ]A\A]��Gg��I����u��f.�DH���g���H��H������f.��UH�������H��]�ne��f.�@H���'���H��H�������f.��AUI��H�5�CATI��UH�� dH�%(H�D$1�H��H��������H��L���f��L�������H��L��L�������H����e��H�D$dH+%(u
H�� ]A\A]��Rf��I����t��f.�AUI��H�57CATI��UH�� dH�%(H�D$1�H��H�������H��L���e��L�������L��I���,���H��L��L���>���H���Fe��H�D$dH+%(u
H�� ]A\A]���e��I���5t��f.�DH�������H��H�������f.��UH�������H��]��c��f.�@AUI��H�5WBATI��UH�� dH�%(H�D$1�H��H���O����H��L����d��L���W���H��L��L���i���H���c��H�D$dH+%(u
H�� ]A\A]���d��I���ps��f.�AUI��H�5�AATI��UH�� dH�%(H�D$1�H��H��������H��L���d��L���w���L��I�������H��L��L�������H���vb��H�D$dH+%(u
H�� ]A\A]��Gd��I����r��f.�DH���g���H��H������f.��UH�������H��]�nb��f.�@AUI��H�5�@ATI��UH�� dH�%(H�D$1�H��H��������H��L���/c��L�������H��L��L�������H���e��H�D$dH+%(u
H�� ]A\A]��rc��I��� r��f.�AUI��H�5W@ATI��UH�� dH�%(H�D$1�H��H���o����H��L����b��L������L��I���L���H��L��L���^���H���fd��H�D$dH+%(u
H�� ]A\A]���b��I����q��f.�DH�������H��H�������f.��UH�������H��]��`��f.�@� b��f.��H�GH�GH��G�f.�f�ATUSH��H��H��L�fdH�%(H�D$1�H�;H�.H��L�tH��tyL�$$I��w@I��u*�E�CL�cB�'H�D$dH+%(uUH��[]A\ÐM��t��$f�H��H��1��sH�H��H�$H�CL��H����`��L�$$H�;��H�=�F�E`����a��ATI��UH��SH��H��H��dH�%(H�D$1�H��H�;H�tH��tzL�$$I��wAI��u+�E�CL�cB�'H�D$dH+%(uVH��[]A\�f�M��t��$f�H��H��1���H�H��H�$H�CL��H���`��L�$$H�;��H�=�E��_����`��ATUSH��H��H��L�fdH�%(H�D$1�H�;H�.H��L�tH��tyL�$$I��w@I��u*�E�CL�cB�'H�D$dH+%(uUH��[]A\ÐM��t��$f�H��H��1���H�H��H�$H�CL��H���Z_��L�$$H�;��H�=
E��^���`��ATI����L��A\�L�H��I9�t L���|_��@��H�GH�H�H�FH9�t-H�H�VH�WH�VH�H�FH�W�F�f.��oFG��DATI��SH��H�CH��H�6H�?H�SH9�thI�L$H9�t>I�4$I�L$I�T$H�SI�T$H��t4H�;H�KH�CL���H��[A\�DI�4$I�T$H�SI�T$H�H����fDH��tH��t�(^��H�SI�<$I�T$�H�;��f��C�H�SI�<$��H�7�f.�f�H�w�f.��H��f.�f�H�G�f.��H�G�f.��H�w�f.��H�H�w�0�@H�GH;���DH��������?H�>H9�w=H9�v/H�H9�s'H9�vH�@H���]��f.�H�H��H����]��PH�=C�4\��@L�H��I9�t L���l]��@��H�?�X]���U��SH��H��H�t$H��w:H�?H��H��tH��tI@��H����[��H�D$H�;H�C�H��[]�fDH�t$1�����H�H��H�D$H�C��@�/H�D$H�;H�C�H��[]�fD���h����H���f.�f�H���f.�f�H�OH��H9�w�VH�=#BH��H��1��.,f.�@H��������?H�H+wH9�r�PH����Z��H�GH)�H9�HG�ÐH�A�H9�w HGH9�A��D���H��tH��u�@��[�����f�H��tH��u�@� ]�����f�I��H��tH��uÐ��L���uZ��D��f.�H)�H��tH��uÐ�+[�����f�H)�H��tH��uÐ� [�����f�H)�H��tH��uÐ��Z�����f�H)�H��tH��uÐ��Z�����f�H)�����H�����H�����M��f.�DAVAUATUSH��dH�%(H�D$1�H9�t2L�/L�wL�fH��H��M9���H�WL9�rTM��u/L�cC�D%H�D$dH+%(��H��[]A\A]A^�@H�uI��t^L��L���Z��L�+��fDH��H��L�$$�i���H�;I��I9�t�9Z��H�$L�+H�CM��t������e���fD�A�EL�+�Z����lZ��f.�f�AWAVM��AUATL�gUH��SH��H��(H� $H�OI��dH�%(H�D$1�H�H�D$I)�L��H)�H�H�D$L;'��H�WH�t$H�������I��H��tH�3H����H��H���Y��H�<$tM��tI�</I����H�4$L����X��M��tJ�|5H�t$H3L�I��tUL����X��H�;I9�t�Y��H�D$L�;H�CH�D$dH+%(uNH��([]A\A]A^A_�D�A��o���D����f�H�$���r���f�������Y���UH��H�SH��H��H�GI��I)�t&H��t!HH�?I��H�I��t.L��L����Y��H�CH�H)�H�C�H��[]�f.���H�C��DH�GH�GH��G�f.�f�H�GH�GH��G�f.�f�H�G��H�������H�GH�H�H�FH9�t-H�H�VH�WH�VH�H�FH�W�F�f.��oFG��DH�GH�NH�H�H�FH9�t)H�H�VH�OH�WH�H�F�F�f.��oFH�OH�FG�F�fDL�H��I9�t L���W��@��ATI������L��A\�ATI��SH��H��H��H�F�H�?H�SH9�tgI�L$H9�t=I�$I�L$I�T$H�CI�D$H��t3H�;H�KH�CL���H��[A\�@I�$I�T$H�CI�D$H�3H����fDH��tH��t�V��I�<$H�SI�T$�H�;��f��C�I�<$H�S��H��f.�f�H��f.�f�H�HG��H�HG��H�HVH��H��f�H�HVH��H��f�H�H��H��fDH�H��H��fDH��f.�f�H�HG��H�HVH��H��f�H�H��H��fDH�G�f.��H�G�f.��H��������?�DH�GH9tH�G�f���f.�ATH��USH��H��H�OH�t$H9�sH�L$H��L�#H�kL9���H�SH9�tQH���HF�H9�sQH��H�t$�����H�;I��H�CH�PH����H��u`H9�t��T��H�D$L�#H�CH��[]A\�f�L9�t�H�QH��tbH��t L��H���T��L���jT��H�+H��[]A\�fDH��L����S��H�;�����>���fD�A�$H�;�i����A�$�C��fDH�GH9t'H�GH9Gr�@H��1������H�������H����Q��� U����f.�H�H�G�ÐH�����H�H��f�H�H��f�H�WH9�sH�H��PH�=H91��!#�H�WH9�sH�H��PH�=(91��#�H��f.�f�H��f.�f�H�GH�H�D��H�GH�H�D��AUH�WATI��U��SH��H�_H�L�kH9�tMH�WI9�w$@�,I�$M�l$�DH��L��[]A\A]�@A�1�1�H��L�������I�$��D���f�AUH�WATA��USH��H��H�oH�L�mH9�tLH�WI9�w#D�$(H�L�k�D(H��[]A\A]��A�1�1�H��H���+���H���fD���f�ATI������L��A\�ATI��SH��H�CH��H�6H�?H�SH9�thI�L$H9�t>I�4$I�L$I�T$H�SI�T$H��t4H�;H�KH�CL���H��[A\�DI�4$I�T$H�SI�T$H�H����fDH��tH��t��P��H�SI�<$I�T$�H�;��f��C�H�SI�<$��H��H�OH9�wCH��H���t*H��uH���H)�H�|$H9�HF��\���H�D$H���f�H�H�w�2H���H��H�=~61�H�5�6�� �U�H��SH��H��H+H������H�EH��H�[]�fDUH��SH��H��H�H)�HGH9�tH)�H�������H�H��[H�]�DH�o�H�H��[H�]�@H��H�G�H�p������H���DH��������?AVAUI��H�ATUSH�OH)�I9���I��L��H�?I��H)�I�D$D��H�H9���I�D$H9�rkJ�2H)�t%L9�t L�H�4L�H��
H��1������PH��H�=F41�H�5�4�PUD��H���SH��1�H��H+H���N���H�EH��H�[]�L�OL��H)�H9�HF�L9�w E���!���PH��L��H�5�4H�=�31���DH)�E��H+7������ATH�WI��D�ƹ1������L��A\ÐUD��H��H��SH��1�H��H+H�������H�EH��H�[]�f�L�OI9�rv H�H�w�0�f�H��D��L��1�L)��l���f.�f�1������f�H��������?AWAVAUI��ATL�USH��H�WH)�I9���M��H�I��H�OM)�I��J�:H9���H�OH9��]L� 0I��L�I)�@��M9���!�L9�vw@��t2K�4)K�<I���PL��L�D$L� $��M��L�D$L� $fDM��tI���L��L��L���CL��I�$I�\$�H��L��[]A\A]A^A_�@H�I9�w�M���M9���I����L��L��L��L�T$L�$�uM��@��L�$L�T$I��t�@K�4)K�<I����L��L�D$L� $�=M��L�D$L� $M9��X���M�K�I9���M9���K�4>I���M���(���L��L���`K������L��L��L�����������DA�A������@�������fD��X���fDA�A�@���0����W���I��t�M�������L��L��L���kL�������fD���"���fDM)�I��tEM��tL��L��L��L�$�0L��L�$I��L��K�4K�<)L)�H��tH���9����wJ���/���A�A����������A�����H�=-1�XI���L�NM��I)�I9�LG�H�L9�wH�H�W1�� ���PL��H�511�H�=
0� I��H�WH��1������f.�DI��H�WH��1������f.�DATI��UH��H��H���KH��H�UH��L��H��I��]1�A\�����L�OL��H)�H9�HF�L9�w�e���PH��L��H�510H�=h/1��yf�ATI��H�WI��H��1��*���L��A\�@ATI��UH��H��H����G��H�UH��L��H��I��]1�A\�����I��H�OH9�w
H��1������PH��H�=�.1�H�5�/���H�OL�BL�
H9�w
L��1������PH��H�=�.1�H�5l/��f.�L�AL� H�OH��H)�H9�HF�H9�wL���[���PH��H�=h.1�H�5!/�rf�AUI��ATI��H��UH����F��I�L$H9�wL��H��L��]I��A\1�A]����H��H�5�.H�=.1�� AUI��ATI��H��UH��SH��H����F��I�L$H��H)�H9�HG�H9�wH��L��H��[L��]I��A\A]�����H��H�5p.H�=�-1����L�WI��L+H)�L��L)�H9�HG�M9�wL���Y���PL��L��H�5%.H�=\-1��mf.�L�WI��L+H)�I)�L��L)�H9�HG�M9�wL������PL��L��H�5�-H�= -1��f.�L�WI��L+H)�I)�L��L)�H9�HG�M9�wL�������PL��L��H�5�-H�=�,1���f.�L�WI��L+H)�L��L)�H9�HG�M9�wL���i���PL��L��H�55-H�=l,1��}f.�L�AL�I��H)�H�OL+H��L)�H9�HG�I9�w L��L������PL��H�5�,1�H�=,�&fDAUI��ATI��UH��H��SH��L)�H���D��H�ML��H+uI��H��H��H)�H9�HG�H9�wH��L��H��[]A\A]�����H��H�=�+1�H�5^,��f.�DL�WI��L+H)�I)�L��L)�H9�HG�M9�wL���F���PL��L��H�5,H�=I+1��Zf.�L�WI��L+H)�I)�L��L)�H9�HG�M9�wL�������PL��L��H�5�+H�=�*1��
f.�I��H�OH+7H9�w
H��1������PH��H�=�*1�H�5}+��f.�@ATI��SH��H�OH+7I��H9�wH��H��1��j���H�H��[L�A\�H��H�=j*1�H�5#+�t@H��L�QH��L��H� M��I)�M9�MG�L9�w"L�OH�L��H)�H9�HG�L9�w!H�������L��H�5�*H�=*1��H��L��H�5�*1�H�=�)���H��H��H��L�HL��H)�L9�LF�H�L9�wL�OH�L9�w#1�H�������L��H�5A*H�=�)1���H��L��H�5;*1�H�=p)��ATI��SI�D$H��L�OH�?I�H9�tYI�D$H9�w/H��tL�H��tI�$C��I�<$I�\$L���H��[A\�@I��H��L��1�L���e���I�<$����륐��I�<$��DH�VH�6�d���@H�VH�6�T���@L�NH�6L��H)�H9�HF�L9�w H�H���,���PL��H�5�)1�H�=�(��H��������?H+GH9�w�����PH�=^)�[A��f.��ATI��UH��H��H����@��H��H��������?H+EH9�rH��L��H��]A\�����H�=
)�A���ATI��UH��H��H���{@��H��H��������?H+EH9�wH��L��H��]A\�S���H�=�(��@���H��������?H+GH9�w�(���PH�=�(��@��f.��H��������?H+GH9�w�����PH�=^(�[@��f.��ATL�gI��H��L9�w;I)�I9�LG�M��tH7I��tL��L��� A��L��A\�fD�A�L��A\�H��L��H�5
(1�H�=�&��f�H9�t]H�H�OH�L�FH9�tPL�OI9�twH�H�H�FH�GL�NH�FH�WH�GH�V�@FH�GH�FH�H�G��DI9�tCH�F�oWVH�H�WL�H�GH�FH�GH�V��o^_H�H����H�H�Ft%�oGH��t��oNFH�WOH�F�\����1�H���P����ofgH�FH�GH�H�F��DH��f.�f�H��f.�f�H���f.�f�AWAVAUATUSH��H�GH����I������H9�vrI��H�L�,H)�H�L$H�<I9�wW�L)�H�H��tGD�6I��D����?��H��H��t)L��L��H����=����tMH�{L��H)�I9�wH�H��u�I������H��L��[]A\A]A^A_�DH9�H������HC�I����DH+\$I����f.�@H�NH�6����@AUI��ATI��H��UH���*=��L��H��L��]H��A\A]�����@ATI������SH��H�GH9�s#H�H)�@��H�<H���?��H��H)�H��LE�H��L��[A\�f.��AUATI������USH��H�GH9�wAH)�H��L�/H��H9�HF�I��H��t&K�|%H��H����<����tI�D$�M��tI��H��u�H��L��[]A\A]��I���������H�NH�6�t���@AUI��ATI��H��UH���<��L��H��L��]H��A\A]�D���@H��H�WH������H��t!H�B�H�H9�HG��@84tH��s��f.��H��tWAVI��AUATI��UH��SH��L�o��I�H��L���4��=��H��uH��I9�w�[H������]A\A]A^�H��[]A\A]A^�H�������f.�f�H�NH�6�����@AUI��ATI��H��UH���*;��L��H��L��]H��A\A]�T���@@��������AUATUSH��H�GH��tUH��H��tMH��L�/H��H9�HF�I���
�I��rC�t%H��H����<��H��t�H��L��[]A\A]�fDH��I������[L��]A\A]�H�NH�6�t���@AUI��ATI��H��UH���Z:��L��H��L��]H��A\A]�D���@@���7����AVAUATUSL�oL9�sGL�7I��H��H��H��u�"@H��L9�t'A�4H��L���<��H��u�H��[]A\A]A^�fD[H������]A\A]A^��H�NH�6�����@AUI��ATI��H��UH����9��L��H��L��]H��A\A]�T���@H��H�WH9�s$H���H��H9�t@84t���H��������AUATI������USH��H�GH��t8H��L�/H��H��H9�HF�I��H��tC�t%H��H���;��H��tI��s�H��L��[]A\A]�H�NH�6�����@AUI��ATI��H��UH����8��L��H��L��]H��A\A]�d���@H��H�WH������H��t!H�B�H�H9�HG�� DH��r@84t��f.��USH��H�_H�nH��H9�HF�H��tH�6H�?�H8����u H)�����H�����H�����M�H��[]�f.�USH��H�_H9�wVH)�H�iH9�HG�H9�H��HF�H��tH7H��H�1��7����u H)�����H�����H�����M�H��[]�H��H��H�5$ 1�H�=�� USH��H�_H9�whH�iI9�wzH)�H9�HG�L)�L9�IG�H��H9�HF�H��tH�?LH�L���D7����u H)�����H�����H�����M�H��[]�H��H��H�5�1�H�=[�nH��L��H�5w1�H�=@�SAUI��ATI��USH��H�_H����6��H9�H��H��HF�H��tI�<$L����6����u H)�����H�����H�����M�H��[]A\A]��AVAUATI��USH�_H9�wfH)�I��H��I��H9�HG��46��H9�H��H��HF�H��tI�}L��L��#6����u H)�����H�����H�����M�[]A\A]A^�H��H��H�5o1�H�=8�Kf.��USH��H�_H9�wUH)�L��H9�HG�L��L9�HF�H��tH7H��H����5����u H)�����H�����H�����M�H��[]�H��H��H�5�1�H�=����H�7�f.�f�H�7�f.�f�AVAUATI��H��UM�t$H��SH���5��A�D$L��I�D$H�sI��M�4$H��m���H��������?I+D$I9�w)L��H��L�������H�SH�3L�������[L��]A\A]A^�H�=�5��H��I�<$I9�t�C6��H����7��f.��AUL�oATI��U��SH��H��H�G�GH�BL�/H�p�����I�t$D�Ź1�L�������H�SH�3L������H��L��[]A\A]�H��I�<$I9�t��5��H���07��ATH)�UI��H��SH��H��dH�%(H�D$1�H�$H��wBH�?H��u1��L�$$H�;L�cB�'H�D$dH+%(u@H��[]A\�H��t���H��1��V���H�H��H�$H�CL��H����4��L�$$H�;���5��f.�DH�GH��D���@ATH)�UI��H��SH��H��dH�%(H�D$1�H�$H��wBH�?H��u1��L�$$H�;L�cB�'H�D$dH+%(u@H��[]A\�H��t���H��1������H�H��H�$H�CL��H����3��L�$$H�;����4��f.�DH�GH�VH�L�L�L���7����ATI��UH��SH��H��dH�%(H�D$1�H��t H����I)�L�$$I��wDH�;I��u3�E�L�$$H�;L�cB�'H�D$dH+%(uPH��[]A\�@M��t���H��H��1������H�H��H�$H�CL��H���3��L�$$H�;��H�=���2����3��H�GH�VH�L�L�L���'����H�GH�����@AUATI��UH�oSH��H��H�/H�VL�L�L�������H�SH�3L���8���H��L��[]A\A]�I��I�<$H9�t��2��L���Q4���ATI��UH��SH��H��dH�%(H�D$1�H��t H����I)�L�$$I��wDH�;I��u3�E�L�$$H�;L�cB�'H�D$dH+%(uPH��[]A\�@M��t���H��H��1��c���H�H��H�$H�CL��H����1��L�$$H�;��H�=z�51����2��L�FH�GH�H�L9�wI�H�4L������PL��H�5�1�H�=���DI��H�VH�GH�H�I9�wL)�J�4H9�HG�H������PH��1�L��H�5�H�=5�H�I��H�VH�GH�H�I9�wL)�J�4H9�HG�H������PH��1�L��
.��L��H�� ���Dž ���H��HDž$���0H���H)�H�EL�d$H��(���H��@���I���H��0���L�������-��L��I��� -��L��H��讻����>��I����>���UH)�I��H�/):
H��ATSH��H�Āfo-jfo%rdH�%(H�E�1�H���fodfolH���fo
pfoxH�U�H)��E�L�d$�p���I���e�I�T$`I�|$hH��L��A),$A)d$A)\$ A)T$0A)L$@A)D$P]�U�M�E��.��A�DhL����-��UI��H��L��H���������H��ATSH��H��0dH�%(H�E�1�L�T$I���M�JL��@H��I��H��H��H��H��H�I)�C� �H��H��H�� w�I)�M��I9�w-M)�L��L��I�r�m-��D��H�]�dH+%(uH�e�[A\]ø�������.��fDAVI��AUATL�d7�US����EL9��,H��I��H������EH��H�����t{L9��<%u��C<st~<zt<%u�H������{uu�A�E��/���ƒ�IUA�EL��H�H��H)����������H�H��H����u����D)��E[]A\A]A^�fDA�E��/w?�ƒ�IUA�EH����tI9�w�@�I9�t=H���EH�����u�H������I�UH�BI�E��I�UH�BI�E�Q���I��L��L������H��H��L������f�H��1��[���H��H���Expected a -dim C contiguous array of dtype =
OidipaoffsetncstartrowOOnO|nOOiOOOOOOiOiOidi|iOOiOlen(x) = != = len(residuals)OOiOipOOiO|plen(w) = (NNN)OOOOOOData point is out of boundsOnOlen(y) = = mnc = > m = OOOOOiOiOOExpected data points in -D space, got -D points.numpy._core._multiarray_umathnumpy.core._multiarray_umath_ARRAY_API_ARRAY_API is NULL pointer_dierckxfpknotfpknot replacementfpbackqr_reducedata_matrixevaluate_splineevaluate_all_bsplfind_interval_coloc_norm_eq_lsqevaluate_ndbspline_coloc_ndcannot create std::vector larger than max_size()Cannot do derivative order nu= _ARRAY_API is not PyCapsule objectmodule compiled against ABI version 0x%x but this version of numpy is 0x%xmodule was compiled against NumPy C-API version 0x%x (NumPy 1.23) but the running NumPy has C-API version 0x%x. Check the section C-API incompatibility at the Troubleshooting ImportError section at https://numpy.org/devdocs/user/troubleshooting-importerror.html#c-api-incompatibility for indications on how to solve this problem.FATAL: module compiled as unknown endianFATAL: module compiled as little endian, but detected different endianness at runtimenumpy._core.multiarray failed to importbacksubstitution, triangular matrixrow-by-row QR triangularization(m, k+1) array of non-zero b-splines0001020304050607080910111213141516171819202122232425262728293031323334353637383940414243444546474849505152535455565758596061626364656667686970717273747576777879808182838485868788899091929394959697989900010203040506070809101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899find_interval: out of bounds with x = Internal error. Please report it to SciPy developers.%fvector::_M_realloc_insert�?��?}Ô%�I�����basic_string::_S_construct null not validbasic_string::_M_construct null not validbasic_string::_M_create%s: __pos (which is %zu) > this->size() (which is %zu)basic_string::at: __n (which is %zu) >= this->size() (which is %zu)basic_string::erasebasic_string::_M_replace_auxbasic_string::insertbasic_string::replacebasic_string::_M_replacebasic_string::assignbasic_string::appendbasic_string::copybasic_string::comparebasic_string::basic_stringstring::stringbasic_string::substr��������0123456789not enough space for format expansion (Please submit full bug report at https://gcc.gnu.org/bugs;�
O����
@��p 1�� x��� ���� 0��l
K��k��t%���i��0$ ���"���L#��@s#����#���9$��Ld%����%��,&���<&��tL&��\&���v&��t�&����&��`�&����&��4�&����&���&��X�&���'��,'���&'�� 6'��� F'��� V'��p!f'���!v'��D"�'���"�'��T9�'��$�'��4�(���
)���
.��� �.��� 00��( �2��� �4��� P6���
@>��4�B����L���0S��H�a����i���l��T�n����o���`|��p~��d��������������L�������������H@��������@���d�����0��������P ���lP����p����������������������@���(`���DP����p���������������4�������������� ����0����@���P�������8����T����t0����P����`���� ���,�������������������������������@����`������������(0���x����������������L@����`������������ ����p������������� ���D@���\`���x��������� ����0 �L ����d ����� ���!@���!`���8!�����!�����!�����!� "`���\"����" ����"@����"P����"p��� #0���@#����t#�����#�����#�����#0����#���� $���4$���H$ ���\$0���p$@����$P����$`����$p����$��$�����$���%����4%����H%����\%����p%�����%����% ����%@����%`����%�����%�����%�&����$&���8&0���L&`���`&`����&�����& ���'@���0'`���D'p���X'����l' ����'@����'P����'����' ����'0���(@���(P���,(`���@(p���T(����h(����|(�����(�����(�����(�����(�����(�����(���) ���)@���`)�����)�����)�����)�����)�����)�����)����) ��� *0��� *@���4*P���H*�����*P����*`����* ���+����0+����X+����+0����+P����+p����+����,����$,����L,0���`,@���t,`����,�����,�����,�����,����,-����@-���T-0���h-`����-�����-�����-�����- ����-`���.����$.����P.`����.�����.����.P����.�����.�����.p���,/����@/���T/P���h/�����/ ����/�����/ ����/0��� 0@��� 0����40����H0���t0P����0�����0�����0 ����00���1@���1P���(1`���<1@����1P����1�����1�����1P���,2`���@2����l2�����2@����2P����2����3����(3���t3 ����3P����3`����3����4����(4���T4P���h4�����4�����4�����40����4����5���H5����t50����5�����5P���6`���,6p���@6 ����6�����6P����6`��� 7���@70���T7�����7����7 ����7�����7@���$8����88����L8 ���`80���t8p����8�����8�����8�����8����8���9���p9�����9�����9zRx �$ ���FJ w�?;*3$"D��3zPLRx��t �D$����.B�B�B �D(�D0�Fp 
0A(A BBBH (zPLRx�at �p�����0�����.(�"���D0a8F@R8A0Q
A F0�#��c�.A�x
[��.W
B G
A $zPLRx��s � ��,��GG.4P$��oC.A�M
a������.0H
H ,zPLRx�Es � ������4���\�-8��%����-A�M
a�����. A
D P
H ����\�-@$|'����-A�M
]����. I
K P
H P.W
A (zPLRx�er � ����0����-d��(���s-B�N�B �B(�A0�A8�D��
8A0A(B BBBI F
8A0A(B BBBH ,zPLRx��q ��������4'�� +-<\0���+-A�M
a�����2. N.0�.�
D $�����3-A ������@�<4��� '-A�M
d������.0M.y
F P
H �=��DC-4 �=��KK-A�M
d�����i.@Z.K
H �1���O-4p�C��BO-A�O
Y������.g
D .$�����-8��Q��U�-A�M
j������.Pf
A #.x5��:�-4h�Y��B�H�D �
MBE Z
CBA ����.DW���'`��[���B�E�B �B(�D0�D8�D`�
8A0A(B BBBA �8A0A(B BBB4�]���LH�^��� B�B�B �B(�A0�A8�G�z
8A0A(B BBBK D�<k��
B�B�B �B(�A0�A8��
0A(B BBBA L�m��B�B�E �B(�A0�A8�D�:
8A0A(B BBBK D0�n��B�B�B �B(�A0�A8�Gp�8A0A(B BBBLx�o���B�B�B �B(�A0�A8�G�
8A0A(B BBBF ht,t���c+B�B�E �B(�A0�A8�G��
8A0A(E BBBN 3
8A0A(B BBBA ,zPLRx��l ��������4���g�*P(x{��h�*B�J�B �B(�A0�A8�G�.
8D0A(B BBBD ,zPLRx�Ql ��������4N��_�*( \���3A�L
F���K��
I P� ����O*B�E�B �B(�A0�A8�J�
8A0A(B BBBI ,zPLRx��k ��������4���+�)H� Ԉ��sB�B�B �B(�A0�A8�NP�
8A0A(B BBBK H,
���cB�B�B �B(�A0�A8�NP�
8A0A(B BBBF Hx
,���cB�B�B �B(�A0�A8�NP�
8A0A(B BBBF Pp
0�����(B�F�E �G(�D0�D8�R��
8D0A(B BBBI ,zPLRx� j ��������4���L�(4 T�����(A�I
H����G�W.f
J � ���|T(� ���.DW� H���qD m
G � ����%(D`� �����'B�U$ ����&8 ܋��B�U ����%�'D` �����'B�U� ����&� ���B�U<l ����L'B�B�D �A(�D@�
(A ABBF $zPLRx�!h �@����,x���&@
����A�W\
����A�Wx
����A�W�
����A�W<\
�����n&B�B�D �A(�D@�
(A ABBF ��
��8&,���A�W$0���A�W@4���A�W\8��� p4����0����,���8D n
A `P���|%DI|D���d%B�M�4���yD r
J  ���� ����B�M,�������$B�D�D@U
DBK zPLRx��e �@��(0 ���$<T����w�$B�E�G �D(�H0N
(A ABBA $zPLRx�9e �0����,� ��W$(����<����P����"DUh����|����4<������#B�L�D �D@]
 ABBA $zPLRx�Yd �@���,�
���#4� �����#B�L�D �D@h
 ABBA |�
��\#X\���DIpd���A�L�h���DI4Pp����#B�L�D �D@]
 ABBA .
���"4�������"B�L�D �D@h
 ABBA h� ���"D���DI\���A�L4$ ����U"B�L�D �D@]
 ABBA �z ��)"4tL����"B�L�D �D@h
 ABBA <: ���!����DI0����A�L4�������!B�L�D �D@]
 ABBA ����~!4H�����n!B�L�D �D@h
 ABBA ���C!�8���DI@���A�L4�D����� B�L�D �D@]
 ABBA ���� 4������ B�L�D �D@h
 ABBA ����� �Ԑ��DI�ܐ��A�L4������T B�L�D �D@]
 ABBA h^��( 4� ���� B�L�D �D@h
 ABBA �����p���DI�x���A�L�|���DI4�������B�L�D �D@]
 ABBA T���e4��UB�L�D �D@h
 ABBA �R��*����DI����A�L4` �����B�L�D �D@]
 ABBA (����4�`�����B�L�D �D@h
 ABBA x���T����DIl����A�L44�����;B�L�D �D@]
 ABBA �*��4�������B�L�D �D@h
 ABBA L����(L���DI@T���A�L\X���tP���0�\����B�A�A �K0[
 AABB 0������B�D�D �K0T
 AABC 4�t�����B�A�A �K0[
 AABB ������B�MH����\����K(p4����B�D�K N
ABF �ȕ���ĕ������������������������� (���� <����\PT����h����0|�����A�C�G0|
AAG wAA�T����P����L����H���"Nd��� Xp���(l���<x���P����d����#x����������Ė���Ж���ܖ��!@������B�B�B �A(�A0�D@_
0A(A BBBE H ����OB�B�E �B(�E0�D8�G`�
8A0A(B BBBF (l����kA�G�G D
AAK �����������������K�L���Z���������B�M(,�����B�D�K O
ABE X,���l(����$���� ���������������
����
� ��� ��� ���4���
H����\����p���� �����@�����B�D�A �G0�
 AABJ m
 AABG �ؚ��F\KP������� $���8����L����Q`���Qt���� �������
����
8����wB�F�D �C(�D0o
(D ABBE 8 D���wB�F�D �A(�G0m
(A ABBI < ����B�M(X |����B�D�K N
ABF $� ���hD [
A ]
C O
A $� X���*A�I�G SDA0� `���LA�D�G a
ADF NAD� |����DV<$!����L�B�H �A(�A0��
(A BBBK d!`���x!l����!x���0X$�!����0A�M�I SDA�!����;`�!ȝ���!ĝ��B�\$ "ȝ��.A�K�I SDA4"Н��4H"����H\"�����L�B�B �E(�D0�A8�DP�
8D0A(B BBBE �"|���@h�"�����"����$�"����0B�D�J MJD #Ƞ��7\ #����B�Y$<#����0B�D�J MJDd#���/Wx#���3[�#H���>f(�#t���PB�E�G �\
EDE 8�#����hB�E�G �D(�G0`
(G DEBE $̡��Ch$���Fk0$D���FkD$����ChX$����Jr8l$����qB�E�D �G(�J0l
(G ABBE �$<���Fk�$x���Fk�$����2Z(�$����LB�D�D c
AEA %���xD|
E ,%h���mGn
E (H%�����B�D�I A
ABE t% ��� �%��� �%���=e�%D���%Y(�%`���IB�D�J _
GBE (�%����IB�D�J _
GBE &����%Y0&ĥ��%Y D&����gB�w
G K
A h&,��� |&(����&$����& ���H�&����B�B�B �B(�A0�A8�DP�
8D0A(B BBBF '���� ('����,B�E�G �REB$D'����EB�H�D pDB8l'ا��yB�B�H �A(�D0N
(D ABBH �'��� (�'���,B�E�G �REB�'���5P�'H���dG�E�B �D(�D0�k
(H BBBA D(A BBBA�����P(d��� (d(`���,B�E�G �REB�(d��� H�(`���}B�B�A �A(�D0N
(D ABBG D(H DBB�(���� ()����,B�E�G �REB0)���� HD)����hB�B�B �A(�A0�B
(A BBBG A(H BBB�)���� (�)����,B�E�G �REB�)����84�)����`B�B�H �A(�D0E(D ABB*��� (0*���,B�E�G �REB\*���5$p*4���SA�A�D JAA(�*l����A�A�D \
AAA (�*�����A�A�D n
AAA 4�*D���iB�E�D �A(�D0R(A ABB<(+|����B�B�B �D(�A0�g
(A BBBA (h+ܪ��A�A�D [
AAA �+0����+,���@h+(����O
B�B�B �G(�I0�_
(D BBBA <�+�����
B�F�D �C(�G0G
(D ABBA 0@,ԫ���B�D�G �G0L
 AABD t,P��� 0�,L����B�D�G �G0L
 AABD �,Ȭ��0�,Ԭ���B�D�D �G0^
 AABE -`���-l��� <�,h���_�B�B�D �E(�G0h
(D ABBA 0l-�����B�D�D �G0^
 AABE �-���;c�-@���Hm�-|���Hm�-����$�-����?B�O�G YGB.̮��,.Ȯ�� @.Į��TB�v
A \.���
p.���
0.�����A�C
B�L�$zPLRx�yF � ���,:���&t�.�����A�S
C��$ /X����A�Z
C���
A <4/����jB�E�B �F(�A0��
(A BBBG ��E,5�� �� �� �� �� �� �� ��� �� �� ����� �V��LE��!728E��l����}E��$5W}E��Q����}�D��$5W}�D��=c��������MEIU�
������������� ��
��
��
�\D��
%��uDD��E8O�������� �� ����� �}�C�� #LsG}�C��]QT��O��� �� �� �� �� ��
��J��������}�C��5����}`C��9.:��N� ��� �� � � � � �
� }$C��<to} C���z9������������� ��
�� �� �� ������������������B��5����6hB��UL������
�� �� �� �� ��
��
��
����B��9c����A��(������=��������X��(���
��
�0�
�
�
�
�
�
��0���c��<�R���V��#h������U�������G��0��� X-SN����������O���� ��O���� ������ %4��� �� (6o[��
��,<~�� �� ,<&��� ��,<~�� �� ,<&��� ��,<~�� �� ,<&��� ��,<~�� �� ,<&��� ��,<~�� �� ,<&��� ��,<~�� �� ,<&��� ��,<~�� �� ,<&��� ��,<~�� �� ,<&��� ��,<~�� �� ,<&��� ������
7����
>N����-,g{�� $3FZ�� �����@C0B`BCmXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX m60F0V0f0v0�0�0�0�0�0�0�0�011&161F1V1f1v1�1�1�1�1�1�1�1�122&262F2V2f2v2�2�2�2�2�2�2�2�233&363F3V3f3v3�3�3�3�3�3�3�3�344&464F4V4f4v4�4�4�4Construct the N-D tensor product collocation matrix as a CSR array.
In the dense representation, each row of the collocation matrix corresponds
to a data point and contains non-zero b-spline basis functions which are
non-zero at this data point.
Parameters
----------
xvals : ndarray, shape(size, ndim)
Data points. ``xvals[j, :]`` gives the ``j``-th data point as an
``ndim``-dimensional array.
t : tuple of 1D arrays, length-ndim
Tuple of knot vectors
k : ndarray, shape (ndim,)
Spline degrees
Returns
-------
csr_data, csr_indices, csr_indptr
The collocation matrix in the CSR array format.
Notes
-----
Algorithm: given `xvals` and the tuple of knots `t`, we construct a tensor
product spline, i.e. a linear combination of
B(x1; i1, t1) * B(x2; i2, t2) * ... * B(xN; iN, tN)
Here ``B(x; i, t)`` is the ``i``-th b-spline defined by the knot vector
``t`` evaluated at ``x``.
Since ``B`` functions are localized, for each point `(x1, ..., xN)` we
loop over the dimensions, and
- find the location in the knot array, `t[i] <= x < t[i+1]`,
- compute all non-zero `B` values
- place these values into the relevant row
In the dense representation, the collocation matrix would have had a row per
data point, and each row has the values of the basis elements (i.e., tensor
products of B-splines) evaluated at this data point. Since the matrix is very
sparse (has size = len(x)**ndim, with only (k+1)**ndim non-zero elements per
row), we construct it in the CSR format.
Evaluate an N-dim tensor product spline or its derivative.
Parameters
----------
xi : ndarray, shape(npoints, ndim)
``npoints`` values to evaluate the spline at, each value is
a point in an ``ndim``-dimensional space.
t : ndarray, shape(ndim, max_len_t)
Array of knots for each dimension.
This array packs the tuple of knot arrays per dimension into a single
2D array. The array is ragged (knot lengths may differ), hence
the real knots in dimension ``d`` are ``t[d, :len_t[d]]``.
len_t : ndarray, 1D, shape (ndim,)
Lengths of the knot arrays, per dimension.
k : tuple of ints, len(ndim)
Spline degrees in each dimension.
nu : ndarray of ints, shape(ndim,)
Orders of derivatives to compute, per dimension.
extrapolate : int
Whether to extrapolate out of bounds or return nans.
c1r: ndarray, one-dimensional
Flattened array of coefficients.
The original N-dimensional coefficient array ``c`` has shape
``(n1, ..., nd, ...)`` where each ``ni == len(t[d]) - k[d] - 1``,
and the second '...' represents trailing dimensions of ``c``.
In code, given the C-ordered array ``c``, ``c1r`` is
``c1 = c.reshape(c.shape[:ndim] + (-1,)); c1r = c1.ravel()``
num_c_tr : int
The number of elements of ``c1r``, which correspond to the trailing
dimensions of ``c``. In code, this is
``c1 = c.reshape(c.shape[:ndim] + (-1,)); num_c_tr = c1.shape[-1]``.
strides_c1 : ndarray, one-dimensional
Pre-computed strides of the ``c1`` array.
Note: These are *data* strides, not numpy-style byte strides.
This array is equivalent to
``[stride // s1.dtype.itemsize for stride in s1.strides]``.
indices_k1d : ndarray, shape((k+1)**ndim, ndim)
Pre-computed mapping between indices for iterating over a flattened
array of shape ``[k[d] + 1) for d in range(ndim)`` and
ndim-dimensional indices of the ``(k+1,)*ndim`` dimensional array.
This is essentially a transposed version of
``np.unravel_index(np.arange((k+1)**ndim), (k+1,)*ndim)``.
Returns
-------
out : ndarray, shape (npoints, num_c_tr)
Output values of the b-spline at given ``xi`` points.
Notes
-----
This function is essentially equivalent to the following: given an
N-dimensional vector ``x = (x1, x2, ..., xN)``, iterate over the
dimensions, form linear combinations of products,
B(x1) * B(x2) * ... B(xN) of (k+1)**N b-splines which are non-zero
at ``x``.
Since b-splines are localized, the sum has (k+1)**N non-zero elements.
If ``i = (i1, i2, ..., iN)`` is a vector if intervals of the knot
vectors, ``t[d, id] <= xd < t[d, id+1]``, for ``d=1, 2, ..., N``, then
the core loop of this function is nothing but
```
result = 0
iters = [range(i[d] - self.k[d], i[d] + 1) for d in range(ndim)]
for idx in itertools.product(*iters):
term = self.c[idx] * np.prod([B(x[d], self.k[d], idx[d], self.t[d])
for d in range(ndim)])
result += term
```
For efficiency reasons, we iterate over the flattened versions of the arrays.
Find an interval such that t[interval] <= xval < t[interval+1].
Uses a linear search with locality, see fitpack's splev.
Parameters
----------
t : ndarray, shape (nt,)
Knots
k : int
B-spline degree
xval : double
value to find the interval for
prev_l : int
interval where the previous value was located.
if unknown, use any value < k to start the search.
extrapolate : int
whether to return the last or the first interval if xval
is out of bounds.
Returns
-------
interval : int
Suitable interval or -1 if xval was nan.
Evaluate the ``k+1`` B-splines which are non-zero on interval ``m``.
Parameters
----------
t : ndarray, shape (nt + k + 1,)
sorted 1D array of knots
k : int
spline order
xval: float
argument at which to evaluate the B-splines
m : int
index of the left edge of the evaluation interval, ``t[m] <= x < t[m+1]``
nu : int, optional
Evaluate derivatives order `nu`. Default is zero.
Returns
-------
ndarray, shape (k+1,)
The values of B-splines :math:`[B_{m-k}(xval), ..., B_{m}(xval)]` if
`nu` is zero, otherwise the derivatives of order `nu`.
Examples
--------
A textbook use of this sort of routine is plotting the ``k+1`` polynomial
pieces which make up a B-spline of order `k`.
Consider a cubic spline
>>> k = 3
>>> t = [0., 1., 2., 3., 4.] # internal knots
>>> a, b = t[0], t[-1] # base interval is [a, b)
>>> t = np.array([a]*k + t + [b]*k) # add boundary knots
>>> import matplotlib.pyplot as plt
>>> xx = np.linspace(a, b, 100)
>>> plt.plot(xx, BSpline.basis_element(t[k:-k])(xx),
... lw=3, alpha=0.5, label='basis_element')
Now we use slide an interval ``t[m]..t[m+1]`` along the base interval
``a..b`` and use `evaluate_all_bspl` to compute the restriction of
the B-spline of interest to this interval:
>>> for i in range(k+1):
... x1, x2 = t[2*k - i], t[2*k - i + 1]
... xx = np.linspace(x1 - 0.5, x2 + 0.5)
... yy = [evaluate_all_bspl(t, k, x, 2*k - i)[i] for x in xx]
... plt.plot(xx, yy, '--', label=str(i))
>>> plt.grid(True)
>>> plt.legend()
>>> plt.show()
Evaluate a spline in the B-spline basis.
Parameters
----------
t : ndarray, shape (n+k+1)
knots
c : ndarray, shape (n, m)
B-spline coefficients
xp : ndarray, shape (s,)
Points to evaluate the spline at.
nu : int
Order of derivative to evaluate.
extrapolate : int, optional
Whether to extrapolate to ouf-of-bounds points, or to return NaNs.
Returns
------- out : ndarray, shape (s, m)
Computed values of the spline at each of the input points.
Construct the normal equations for the B-spline LSQ problem.
The observation equations are ``A @ c = y``, and the normal equations are
``A.T @ A @ c = A.T @ y``. This routine fills in the rhs and lhs for the
latter.
The B-spline collocation matrix is defined as :math:`A_{j,l} = B_l(x_j)`,
so that row ``j`` contains all the B-splines which are non-zero
at ``x_j``.
The normal eq matrix has at most `2k+1` bands and is constructed in the
LAPACK symmetrix banded storage: ``A[i, j] == ab[i-j, j]`` with `i >= j`.
See the doctsring for `scipy.linalg.cholesky_banded` for more info.
Parameters
----------
x : ndarray, shape (n,)
sorted 1D array of x values
t : ndarray, shape (nt + k + 1,)
sorted 1D array of knots