diff --git a/.gitignore b/.gitignore index 52781400..c723207b 100644 --- a/.gitignore +++ b/.gitignore @@ -37,3 +37,24 @@ Baseline_Comparison/nd70_statistics.csv Baseline_Comparison/ND70Spec.zip Baseline_Comparison/Comparison_Standards.csv Baseline_Comparison/CComparison_Standards.csv +docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log +docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log +docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log +docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt +docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt +docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt +docs/examples/transmission_ftir/PKLFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.pkl +docs/examples/transmission_ftir/PKLFILES/RESULTS/STD_D1010_012821_256s_100x100_a.pkl +docs/examples/transmission_ftir/PLOTFILES/RESULTS/HISTOGRAM/AC4_OL53_101220_256s_30x30_a_histogram.pdf +docs/examples/transmission_ftir/PLOTFILES/RESULTS/HISTOGRAM/STD_D1010_012821_256s_100x100_a_histogram.pdf +docs/examples/transmission_ftir/PLOTFILES/RESULTS/MODELFIT/AC4_OL53_101220_256s_30x30_a_modelfit.pdf +docs/examples/transmission_ftir/PLOTFILES/RESULTS/MODELFIT/STD_D1010_012821_256s_100x100_a_modelfit.pdf +docs/examples/transmission_ftir/PLOTFILES/RESULTS/PAIRWISE/AC4_OL53_101220_256s_30x30_a_pairwise.pdf +docs/examples/transmission_ftir/PLOTFILES/RESULTS/PAIRWISE/STD_D1010_012821_256s_100x100_a_pairwise.pdf +docs/examples/transmission_ftir/PLOTFILES/RESULTS/TRACE/AC4_OL53_101220_256s_30x30_a_trace.pdf +docs/examples/transmission_ftir/PLOTFILES/RESULTS/TRACE/STD_D1010_012821_256s_100x100_a_trace.pdf +docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log +docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log +docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log +docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log +docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log diff --git a/LICENSE.txt b/LICENSE.txt index d2b23397..e72bfdda 100644 --- a/LICENSE.txt +++ b/LICENSE.txt @@ -1,556 +1,635 @@ -GNU General Public License -========================== + GNU GENERAL PUBLIC LICENSE + Version 3, 29 June 2007 -_Version 3, 29 June 2007_ -_Copyright © 2007 Free Software Foundation, Inc. <>_ + Copyright (C) 2007 Free Software Foundation, Inc. + Everyone is permitted to copy and distribute verbatim copies + of this license document, but changing it is not allowed. -Everyone is permitted to copy and distribute verbatim copies of this license -document, but changing it is not allowed. + Preamble -## Preamble + The GNU General Public License is a free, copyleft license for +software and other kinds of works. -The GNU General Public License is a free, copyleft license for software and other -kinds of works. - -The licenses for most software and other practical works are designed to take away -your freedom to share and change the works. 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The information must suffice to ensure that the continued -functioning of the modified object code is in no case prevented or interfered with -solely because modification has been made. - -If you convey an object code work under this section in, or with, or specifically for -use in, a User Product, and the conveying occurs as part of a transaction in which -the right of possession and use of the User Product is transferred to the recipient -in perpetuity or for a fixed term (regardless of how the transaction is -characterized), the Corresponding Source conveyed under this section must be -accompanied by the Installation Information. But this requirement does not apply if -neither you nor any third party retains the ability to install modified object code -on the User Product (for example, the work has been installed in ROM). - -The requirement to provide Installation Information does not include a requirement to -continue to provide support service, warranty, or updates for a work that has been -modified or installed by the recipient, or for the User Product in which it has been -modified or installed. Access to a network may be denied when the modification itself -materially and adversely affects the operation of the network or violates the rules -and protocols for communication across the network. - -Corresponding Source conveyed, and Installation Information provided, in accord with -this section must be in a format that is publicly documented (and with an -implementation available to the public in source code form), and must require no -special password or key for unpacking, reading or copying. - -### 7. Additional Terms - -“Additional permissions” are terms that supplement the terms of this -License by making exceptions from one or more of its conditions. Additional -permissions that are applicable to the entire Program shall be treated as though they -were included in this License, to the extent that they are valid under applicable -law. If additional permissions apply only to part of the Program, that part may be -used separately under those permissions, but the entire Program remains governed by + "Installation Information" for a User Product means any methods, +procedures, authorization keys, or other information required to install +and execute modified versions of a covered work in that User Product from +a modified version of its Corresponding Source. The information must +suffice to ensure that the continued functioning of the modified object +code is in no case prevented or interfered with solely because +modification has been made. + + If you convey an object code work under this section in, or with, or +specifically for use in, a User Product, and the conveying occurs as +part of a transaction in which the right of possession and use of the +User Product is transferred to the recipient in perpetuity or for a +fixed term (regardless of how the transaction is characterized), the +Corresponding Source conveyed under this section must be accompanied +by the Installation Information. But this requirement does not apply +if neither you nor any third party retains the ability to install +modified object code on the User Product (for example, the work has +been installed in ROM). + + The requirement to provide Installation Information does not include a +requirement to continue to provide support service, warranty, or updates +for a work that has been modified or installed by the recipient, or for +the User Product in which it has been modified or installed. Access to a +network may be denied when the modification itself materially and +adversely affects the operation of the network or violates the rules and +protocols for communication across the network. + + Corresponding Source conveyed, and Installation Information provided, +in accord with this section must be in a format that is publicly +documented (and with an implementation available to the public in +source code form), and must require no special password or key for +unpacking, reading or copying. + + 7. Additional Terms. + + "Additional permissions" are terms that supplement the terms of this +License by making exceptions from one or more of its conditions. +Additional permissions that are applicable to the entire Program shall +be treated as though they were included in this License, to the extent +that they are valid under applicable law. If additional permissions +apply only to part of the Program, that part may be used separately +under those permissions, but the entire Program remains governed by this License without regard to the additional permissions. -When you convey a copy of a covered work, you may at your option remove any -additional permissions from that copy, or from any part of it. (Additional -permissions may be written to require their own removal in certain cases when you -modify the work.) You may place additional permissions on material, added by you to a -covered work, for which you have or can give appropriate copyright permission. - -Notwithstanding any other provision of this License, for material you add to a -covered work, you may (if authorized by the copyright holders of that material) -supplement the terms of this License with terms: - -* **a)** Disclaiming warranty or limiting liability differently from the terms of -sections 15 and 16 of this License; or -* **b)** Requiring preservation of specified reasonable legal notices or author -attributions in that material or in the Appropriate Legal Notices displayed by works -containing it; or -* **c)** Prohibiting misrepresentation of the origin of that material, or requiring that -modified versions of such material be marked in reasonable ways as different from the -original version; or -* **d)** Limiting the use for publicity purposes of names of licensors or authors of the -material; or -* **e)** Declining to grant rights under trademark law for use of some trade names, -trademarks, or service marks; or -* **f)** Requiring indemnification of licensors and authors of that material by anyone -who conveys the material (or modified versions of it) with contractual assumptions of -liability to the recipient, for any liability that these contractual assumptions -directly impose on those licensors and authors. - -All other non-permissive additional terms are considered “further -restrictions” within the meaning of section 10. If the Program as you received -it, or any part of it, contains a notice stating that it is governed by this License -along with a term that is a further restriction, you may remove that term. If a -license document contains a further restriction but permits relicensing or conveying -under this License, you may add to a covered work material governed by the terms of -that license document, provided that the further restriction does not survive such -relicensing or conveying. - -If you add terms to a covered work in accord with this section, you must place, in -the relevant source files, a statement of the additional terms that apply to those -files, or a notice indicating where to find the applicable terms. - -Additional terms, permissive or non-permissive, may be stated in the form of a -separately written license, or stated as exceptions; the above requirements apply -either way. - -### 8. Termination - -You may not propagate or modify a covered work except as expressly provided under -this License. Any attempt otherwise to propagate or modify it is void, and will -automatically terminate your rights under this License (including any patent licenses -granted under the third paragraph of section 11). - -However, if you cease all violation of this License, then your license from a -particular copyright holder is reinstated **(a)** provisionally, unless and until the -copyright holder explicitly and finally terminates your license, and **(b)** permanently, -if the copyright holder fails to notify you of the violation by some reasonable means + When you convey a copy of a covered work, you may at your option +remove any additional permissions from that copy, or from any part of +it. (Additional permissions may be written to require their own +removal in certain cases when you modify the work.) You may place +additional permissions on material, added by you to a covered work, +for which you have or can give appropriate copyright permission. + + Notwithstanding any other provision of this License, for material you +add to a covered work, you may (if authorized by the copyright holders of +that material) supplement the terms of this License with terms: + + a) Disclaiming warranty or limiting liability differently from the + terms of sections 15 and 16 of this License; or + + b) Requiring preservation of specified reasonable legal notices or + author attributions in that material or in the Appropriate Legal + Notices displayed by works containing it; or + + c) Prohibiting misrepresentation of the origin of that material, or + requiring that modified versions of such material be marked in + reasonable ways as different from the original version; or + + d) Limiting the use for publicity purposes of names of licensors or + authors of the material; or + + e) Declining to grant rights under trademark law for use of some + trade names, trademarks, or service marks; or + + f) Requiring indemnification of licensors and authors of that + material by anyone who conveys the material (or modified versions of + it) with contractual assumptions of liability to the recipient, for + any liability that these contractual assumptions directly impose on + those licensors and authors. + + All other non-permissive additional terms are considered "further +restrictions" within the meaning of section 10. If the Program as you +received it, or any part of it, contains a notice stating that it is +governed by this License along with a term that is a further +restriction, you may remove that term. If a license document contains +a further restriction but permits relicensing or conveying under this +License, you may add to a covered work material governed by the terms +of that license document, provided that the further restriction does +not survive such relicensing or conveying. + + If you add terms to a covered work in accord with this section, you +must place, in the relevant source files, a statement of the +additional terms that apply to those files, or a notice indicating +where to find the applicable terms. + + Additional terms, permissive or non-permissive, may be stated in the +form of a separately written license, or stated as exceptions; +the above requirements apply either way. + + 8. Termination. + + You may not propagate or modify a covered work except as expressly +provided under this License. Any attempt otherwise to propagate or +modify it is void, and will automatically terminate your rights under +this License (including any patent licenses granted under the third +paragraph of section 11). + + However, if you cease all violation of this License, then your +license from a particular copyright holder is reinstated (a) +provisionally, unless and until the copyright holder explicitly and +finally terminates your license, and (b) permanently, if the copyright +holder fails to notify you of the violation by some reasonable means prior to 60 days after the cessation. -Moreover, your license from a particular copyright holder is reinstated permanently -if the copyright holder notifies you of the violation by some reasonable means, this -is the first time you have received notice of violation of this License (for any -work) from that copyright holder, and you cure the violation prior to 30 days after + Moreover, your license from a particular copyright holder is +reinstated permanently if the copyright holder notifies you of the +violation by some reasonable means, this is the first time you have +received notice of violation of this License (for any work) from that +copyright holder, and you cure the violation prior to 30 days after your receipt of the notice. -Termination of your rights under this section does not terminate the licenses of -parties who have received copies or rights from you under this License. If your -rights have been terminated and not permanently reinstated, you do not qualify to -receive new licenses for the same material under section 10. - -### 9. Acceptance Not Required for Having Copies - -You are not required to accept this License in order to receive or run a copy of the -Program. Ancillary propagation of a covered work occurring solely as a consequence of -using peer-to-peer transmission to receive a copy likewise does not require -acceptance. However, nothing other than this License grants you permission to -propagate or modify any covered work. These actions infringe copyright if you do not -accept this License. Therefore, by modifying or propagating a covered work, you -indicate your acceptance of this License to do so. - -### 10. Automatic Licensing of Downstream Recipients - -Each time you convey a covered work, the recipient automatically receives a license -from the original licensors, to run, modify and propagate that work, subject to this -License. You are not responsible for enforcing compliance by third parties with this -License. - -An “entity transaction” is a transaction transferring control of an -organization, or substantially all assets of one, or subdividing an organization, or -merging organizations. If propagation of a covered work results from an entity -transaction, each party to that transaction who receives a copy of the work also -receives whatever licenses to the work the party's predecessor in interest had or -could give under the previous paragraph, plus a right to possession of the -Corresponding Source of the work from the predecessor in interest, if the predecessor -has it or can get it with reasonable efforts. - -You may not impose any further restrictions on the exercise of the rights granted or -affirmed under this License. For example, you may not impose a license fee, royalty, -or other charge for exercise of rights granted under this License, and you may not -initiate litigation (including a cross-claim or counterclaim in a lawsuit) alleging -that any patent claim is infringed by making, using, selling, offering for sale, or -importing the Program or any portion of it. - -### 11. Patents - -A “contributor” is a copyright holder who authorizes use under this -License of the Program or a work on which the Program is based. The work thus -licensed is called the contributor's “contributor version”. - -A contributor's “essential patent claims” are all patent claims owned or -controlled by the contributor, whether already acquired or hereafter acquired, that -would be infringed by some manner, permitted by this License, of making, using, or -selling its contributor version, but do not include claims that would be infringed -only as a consequence of further modification of the contributor version. For -purposes of this definition, “control” includes the right to grant patent -sublicenses in a manner consistent with the requirements of this License. - -Each contributor grants you a non-exclusive, worldwide, royalty-free patent license -under the contributor's essential patent claims, to make, use, sell, offer for sale, -import and otherwise run, modify and propagate the contents of its contributor -version. - -In the following three paragraphs, a “patent license” is any express -agreement or commitment, however denominated, not to enforce a patent (such as an -express permission to practice a patent or covenant not to sue for patent -infringement). To “grant” such a patent license to a party means to make -such an agreement or commitment not to enforce a patent against the party. - -If you convey a covered work, knowingly relying on a patent license, and the -Corresponding Source of the work is not available for anyone to copy, free of charge -and under the terms of this License, through a publicly available network server or -other readily accessible means, then you must either **(1)** cause the Corresponding -Source to be so available, or **(2)** arrange to deprive yourself of the benefit of the -patent license for this particular work, or **(3)** arrange, in a manner consistent with -the requirements of this License, to extend the patent license to downstream -recipients. “Knowingly relying” means you have actual knowledge that, but -for the patent license, your conveying the covered work in a country, or your -recipient's use of the covered work in a country, would infringe one or more -identifiable patents in that country that you have reason to believe are valid. - -If, pursuant to or in connection with a single transaction or arrangement, you -convey, or propagate by procuring conveyance of, a covered work, and grant a patent -license to some of the parties receiving the covered work authorizing them to use, -propagate, modify or convey a specific copy of the covered work, then the patent -license you grant is automatically extended to all recipients of the covered work and -works based on it. - -A patent license is “discriminatory” if it does not include within the -scope of its coverage, prohibits the exercise of, or is conditioned on the -non-exercise of one or more of the rights that are specifically granted under this -License. You may not convey a covered work if you are a party to an arrangement with -a third party that is in the business of distributing software, under which you make -payment to the third party based on the extent of your activity of conveying the -work, and under which the third party grants, to any of the parties who would receive -the covered work from you, a discriminatory patent license **(a)** in connection with -copies of the covered work conveyed by you (or copies made from those copies), or **(b)** -primarily for and in connection with specific products or compilations that contain -the covered work, unless you entered into that arrangement, or that patent license -was granted, prior to 28 March 2007. - -Nothing in this License shall be construed as excluding or limiting any implied -license or other defenses to infringement that may otherwise be available to you -under applicable patent law. - -### 12. No Surrender of Others' Freedom - -If conditions are imposed on you (whether by court order, agreement or otherwise) -that contradict the conditions of this License, they do not excuse you from the -conditions of this License. If you cannot convey a covered work so as to satisfy -simultaneously your obligations under this License and any other pertinent -obligations, then as a consequence you may not convey it at all. For example, if you -agree to terms that obligate you to collect a royalty for further conveying from -those to whom you convey the Program, the only way you could satisfy both those terms -and this License would be to refrain entirely from conveying the Program. - -### 13. Use with the GNU Affero General Public License - -Notwithstanding any other provision of this License, you have permission to link or -combine any covered work with a work licensed under version 3 of the GNU Affero -General Public License into a single combined work, and to convey the resulting work. -The terms of this License will continue to apply to the part which is the covered -work, but the special requirements of the GNU Affero General Public License, section -13, concerning interaction through a network will apply to the combination as such. - -### 14. Revised Versions of this License - -The Free Software Foundation may publish revised and/or new versions of the GNU -General Public License from time to time. Such new versions will be similar in spirit -to the present version, but may differ in detail to address new problems or concerns. - -Each version is given a distinguishing version number. If the Program specifies that -a certain numbered version of the GNU General Public License “or any later -version” applies to it, you have the option of following the terms and -conditions either of that numbered version or of any later version published by the -Free Software Foundation. If the Program does not specify a version number of the GNU -General Public License, you may choose any version ever published by the Free -Software Foundation. - -If the Program specifies that a proxy can decide which future versions of the GNU -General Public License can be used, that proxy's public statement of acceptance of a -version permanently authorizes you to choose that version for the Program. - -Later license versions may give you additional or different permissions. However, no -additional obligations are imposed on any author or copyright holder as a result of -your choosing to follow a later version. - -### 15. Disclaimer of Warranty - -THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY APPLICABLE LAW. -EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT HOLDERS AND/OR OTHER PARTIES -PROVIDE THE PROGRAM “AS IS” WITHOUT WARRANTY OF ANY KIND, EITHER -EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF -MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE ENTIRE RISK AS TO THE -QUALITY AND PERFORMANCE OF THE PROGRAM IS WITH YOU. SHOULD THE PROGRAM PROVE -DEFECTIVE, YOU ASSUME THE COST OF ALL NECESSARY SERVICING, REPAIR OR CORRECTION. - -### 16. Limitation of Liability - -IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING WILL ANY -COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS THE PROGRAM AS -PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY GENERAL, SPECIAL, -INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE USE OR INABILITY TO USE THE -PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF DATA OR DATA BEING RENDERED INACCURATE -OR LOSSES SUSTAINED BY YOU OR THIRD PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE -WITH ANY OTHER PROGRAMS), EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE -POSSIBILITY OF SUCH DAMAGES. - -### 17. Interpretation of Sections 15 and 16 - -If the disclaimer of warranty and limitation of liability provided above cannot be -given local legal effect according to their terms, reviewing courts shall apply local -law that most closely approximates an absolute waiver of all civil liability in -connection with the Program, unless a warranty or assumption of liability accompanies -a copy of the Program in return for a fee. - -_END OF TERMS AND CONDITIONS_ - -## How to Apply These Terms to Your New Programs - -If you develop a new program, and you want it to be of the greatest possible use to -the public, the best way to achieve this is to make it free software which everyone -can redistribute and change under these terms. - -To do so, attach the following notices to the program. It is safest to attach them -to the start of each source file to most effectively state the exclusion of warranty; -and each file should have at least the “copyright” line and a pointer to -where the full notice is found. + Termination of your rights under this section does not terminate the +licenses of parties who have received copies or rights from you under +this License. If your rights have been terminated and not permanently +reinstated, you do not qualify to receive new licenses for the same +material under section 10. + + 9. Acceptance Not Required for Having Copies. + + You are not required to accept this License in order to receive or +run a copy of the Program. Ancillary propagation of a covered work +occurring solely as a consequence of using peer-to-peer transmission +to receive a copy likewise does not require acceptance. However, +nothing other than this License grants you permission to propagate or +modify any covered work. These actions infringe copyright if you do +not accept this License. Therefore, by modifying or propagating a +covered work, you indicate your acceptance of this License to do so. + + 10. Automatic Licensing of Downstream Recipients. + + Each time you convey a covered work, the recipient automatically +receives a license from the original licensors, to run, modify and +propagate that work, subject to this License. You are not responsible +for enforcing compliance by third parties with this License. + + An "entity transaction" is a transaction transferring control of an +organization, or substantially all assets of one, or subdividing an +organization, or merging organizations. If propagation of a covered +work results from an entity transaction, each party to that +transaction who receives a copy of the work also receives whatever +licenses to the work the party's predecessor in interest had or could +give under the previous paragraph, plus a right to possession of the +Corresponding Source of the work from the predecessor in interest, if +the predecessor has it or can get it with reasonable efforts. + + You may not impose any further restrictions on the exercise of the +rights granted or affirmed under this License. For example, you may +not impose a license fee, royalty, or other charge for exercise of +rights granted under this License, and you may not initiate litigation +(including a cross-claim or counterclaim in a lawsuit) alleging that +any patent claim is infringed by making, using, selling, offering for +sale, or importing the Program or any portion of it. + + 11. Patents. + + A "contributor" is a copyright holder who authorizes use under this +License of the Program or a work on which the Program is based. The +work thus licensed is called the contributor's "contributor version". + + A contributor's "essential patent claims" are all patent claims +owned or controlled by the contributor, whether already acquired or +hereafter acquired, that would be infringed by some manner, permitted +by this License, of making, using, or selling its contributor version, +but do not include claims that would be infringed only as a +consequence of further modification of the contributor version. For +purposes of this definition, "control" includes the right to grant +patent sublicenses in a manner consistent with the requirements of +this License. + + Each contributor grants you a non-exclusive, worldwide, royalty-free +patent license under the contributor's essential patent claims, to +make, use, sell, offer for sale, import and otherwise run, modify and +propagate the contents of its contributor version. + + In the following three paragraphs, a "patent license" is any express +agreement or commitment, however denominated, not to enforce a patent +(such as an express permission to practice a patent or covenant not to +sue for patent infringement). To "grant" such a patent license to a +party means to make such an agreement or commitment not to enforce a +patent against the party. + + If you convey a covered work, knowingly relying on a patent license, +and the Corresponding Source of the work is not available for anyone +to copy, free of charge and under the terms of this License, through a +publicly available network server or other readily accessible means, +then you must either (1) cause the Corresponding Source to be so +available, or (2) arrange to deprive yourself of the benefit of the +patent license for this particular work, or (3) arrange, in a manner +consistent with the requirements of this License, to extend the patent +license to downstream recipients. "Knowingly relying" means you have +actual knowledge that, but for the patent license, your conveying the +covered work in a country, or your recipient's use of the covered work +in a country, would infringe one or more identifiable patents in that +country that you have reason to believe are valid. + + If, pursuant to or in connection with a single transaction or +arrangement, you convey, or propagate by procuring conveyance of, a +covered work, and grant a patent license to some of the parties +receiving the covered work authorizing them to use, propagate, modify +or convey a specific copy of the covered work, then the patent license +you grant is automatically extended to all recipients of the covered +work and works based on it. + + A patent license is "discriminatory" if it does not include within +the scope of its coverage, prohibits the exercise of, or is +conditioned on the non-exercise of one or more of the rights that are +specifically granted under this License. You may not convey a covered +work if you are a party to an arrangement with a third party that is +in the business of distributing software, under which you make payment +to the third party based on the extent of your activity of conveying +the work, and under which the third party grants, to any of the +parties who would receive the covered work from you, a discriminatory +patent license (a) in connection with copies of the covered work +conveyed by you (or copies made from those copies), or (b) primarily +for and in connection with specific products or compilations that +contain the covered work, unless you entered into that arrangement, +or that patent license was granted, prior to 28 March 2007. + + Nothing in this License shall be construed as excluding or limiting +any implied license or other defenses to infringement that may +otherwise be available to you under applicable patent law. + + 12. No Surrender of Others' Freedom. + + If conditions are imposed on you (whether by court order, agreement or +otherwise) that contradict the conditions of this License, they do not +excuse you from the conditions of this License. If you cannot convey a +covered work so as to satisfy simultaneously your obligations under this +License and any other pertinent obligations, then as a consequence you may +not convey it at all. For example, if you agree to terms that obligate you +to collect a royalty for further conveying from those to whom you convey +the Program, the only way you could satisfy both those terms and this +License would be to refrain entirely from conveying the Program. + + 13. Use with the GNU Affero General Public License. + + Notwithstanding any other provision of this License, you have +permission to link or combine any covered work with a work licensed +under version 3 of the GNU Affero General Public License into a single +combined work, and to convey the resulting work. The terms of this +License will continue to apply to the part which is the covered work, +but the special requirements of the GNU Affero General Public License, +section 13, concerning interaction through a network will apply to the +combination as such. + + 14. Revised Versions of this License. + + The Free Software Foundation may publish revised and/or new versions of +the GNU General Public License from time to time. Such new versions will +be similar in spirit to the present version, but may differ in detail to +address new problems or concerns. + + Each version is given a distinguishing version number. If the +Program specifies that a certain numbered version of the GNU General +Public License "or any later version" applies to it, you have the +option of following the terms and conditions either of that numbered +version or of any later version published by the Free Software +Foundation. If the Program does not specify a version number of the +GNU General Public License, you may choose any version ever published +by the Free Software Foundation. + + If the Program specifies that a proxy can decide which future +versions of the GNU General Public License can be used, that proxy's +public statement of acceptance of a version permanently authorizes you +to choose that version for the Program. + + Later license versions may give you additional or different +permissions. However, no additional obligations are imposed on any +author or copyright holder as a result of your choosing to follow a +later version. + + 15. Disclaimer of Warranty. + + THERE IS NO WARRANTY FOR THE PROGRAM, TO THE EXTENT PERMITTED BY +APPLICABLE LAW. EXCEPT WHEN OTHERWISE STATED IN WRITING THE COPYRIGHT +HOLDERS AND/OR OTHER PARTIES PROVIDE THE PROGRAM "AS IS" WITHOUT WARRANTY +OF ANY KIND, EITHER EXPRESSED OR IMPLIED, INCLUDING, BUT NOT LIMITED TO, +THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR +PURPOSE. THE ENTIRE RISK AS TO THE QUALITY AND PERFORMANCE OF THE PROGRAM +IS WITH YOU. SHOULD THE PROGRAM PROVE DEFECTIVE, YOU ASSUME THE COST OF +ALL NECESSARY SERVICING, REPAIR OR CORRECTION. + + 16. Limitation of Liability. + + IN NO EVENT UNLESS REQUIRED BY APPLICABLE LAW OR AGREED TO IN WRITING +WILL ANY COPYRIGHT HOLDER, OR ANY OTHER PARTY WHO MODIFIES AND/OR CONVEYS +THE PROGRAM AS PERMITTED ABOVE, BE LIABLE TO YOU FOR DAMAGES, INCLUDING ANY +GENERAL, SPECIAL, INCIDENTAL OR CONSEQUENTIAL DAMAGES ARISING OUT OF THE +USE OR INABILITY TO USE THE PROGRAM (INCLUDING BUT NOT LIMITED TO LOSS OF +DATA OR DATA BEING RENDERED INACCURATE OR LOSSES SUSTAINED BY YOU OR THIRD +PARTIES OR A FAILURE OF THE PROGRAM TO OPERATE WITH ANY OTHER PROGRAMS), +EVEN IF SUCH HOLDER OR OTHER PARTY HAS BEEN ADVISED OF THE POSSIBILITY OF +SUCH DAMAGES. + + 17. Interpretation of Sections 15 and 16. + + If the disclaimer of warranty and limitation of liability provided +above cannot be given local legal effect according to their terms, +reviewing courts shall apply local law that most closely approximates +an absolute waiver of all civil liability in connection with the +Program, unless a warranty or assumption of liability accompanies a +copy of the Program in return for a fee. + + END OF TERMS AND CONDITIONS + + How to Apply These Terms to Your New Programs + + If you develop a new program, and you want it to be of the greatest +possible use to the public, the best way to achieve this is to make it +free software which everyone can redistribute and change under these terms. + + To do so, attach the following notices to the program. It is safest +to attach them to the start of each source file to most effectively +state the exclusion of warranty; and each file should have at least +the "copyright" line and a pointer to where the full notice is found. Copyright (C) @@ -566,30 +645,30 @@ where the full notice is found. GNU General Public License for more details. You should have received a copy of the GNU General Public License - along with this program. If not, see . + along with this program. If not, see . Also add information on how to contact you by electronic and paper mail. -If the program does terminal interaction, make it output a short notice like this -when it starts in an interactive mode: + If the program does terminal interaction, make it output a short +notice like this when it starts in an interactive mode: Copyright (C) - This program comes with ABSOLUTELY NO WARRANTY; for details type 'show w'. + This program comes with ABSOLUTELY NO WARRANTY; for details type `show w'. This is free software, and you are welcome to redistribute it - under certain conditions; type 'show c' for details. - -The hypothetical commands `show w` and `show c` should show the appropriate parts of -the General Public License. Of course, your program's commands might be different; -for a GUI interface, you would use an “about box”. - -You should also get your employer (if you work as a programmer) or school, if any, to -sign a “copyright disclaimer” for the program, if necessary. For more -information on this, and how to apply and follow the GNU GPL, see -<>. - -The GNU General Public License does not permit incorporating your program into -proprietary programs. If your program is a subroutine library, you may consider it -more useful to permit linking proprietary applications with the library. If this is -what you want to do, use the GNU Lesser General Public License instead of this -License. But first, please read -<>. \ No newline at end of file + under certain conditions; type `show c' for details. + +The hypothetical commands `show w' and `show c' should show the appropriate +parts of the General Public License. Of course, your program's commands +might be different; for a GUI interface, you would use an "about box". + + You should also get your employer (if you work as a programmer) or school, +if any, to sign a "copyright disclaimer" for the program, if necessary. +For more information on this, and how to apply and follow the GNU GPL, see +. + + The GNU General Public License does not permit incorporating your program +into proprietary programs. If your program is a subroutine library, you +may consider it more useful to permit linking proprietary applications with +the library. If this is what you want to do, use the GNU Lesser General +Public License instead of this License. But first, please read +. \ No newline at end of file diff --git a/UnitTests/test_density_epsilon.py b/UnitTests/test_density_epsilon.py index 12cc4371..fd15182c 100644 --- a/UnitTests/test_density_epsilon.py +++ b/UnitTests/test_density_epsilon.py @@ -49,15 +49,25 @@ def setUp(self): def test_density_calculation(self): - mol, density = pig.calculate_density(self.MI_Composition, self.T_room, self.P_room) - result = float(density.values) - expected = 2702.703558 + _, density_ls = pig.calculate_density(self.MI_Composition, self.T_room, self.P_room, model='LS') + result_ls = float(density_ls.values) + expected_ls = 2702.703558 self.assertAlmostEqual( - result, - expected, + result_ls, + expected_ls, self.decimalPlace, msg="Density test and expected values from the " - "calculate_density function do not agree") + "calculate_density function with LS do not agree") + + _, density_it = pig.calculate_density(self.MI_Composition, self.T_room, self.P_room, model='IT') + result_it = float(density_it.values) + expected_it = 2750.959065 + self.assertAlmostEqual( + result_it, + expected_it, + self.decimalPlace, + msg="Density test and expected values from the " + "calculate_density function with IT do not agree") def test_epsilon_calculation(self): diff --git a/UnitTests/test_fittingfunc.py b/UnitTests/test_fittingfunc.py index 0f5604ad..5d9af590 100644 --- a/UnitTests/test_fittingfunc.py +++ b/UnitTests/test_fittingfunc.py @@ -74,6 +74,17 @@ def test_NIR(self): msg="H2Om5200 peak height test and expected values from the " "NearIR_Process function do not agree") + def test_NIR_invalid_peak_type(self): + + valid_data = next(iter(self.dfs_dict.values())) + invalid_peak_type = "InvalidPeakType" # Intentionally invalid peak type + + with self.assertRaises(ValueError) as context: + pig.NIR_process(valid_data, 4875, 5400, invalid_peak_type) + + self.assertTrue(f"Invalid peak type: {invalid_peak_type}" + in str(context.exception)) + def test_MIR(self): for _, data in self.dfs_dict.items(): @@ -112,21 +123,63 @@ def test_MCMC(self): expected_H2Om_5200, self.decimalPlace, msg="H2Om_5200 peak height test and expected values from the " - "Run_All_Spectra function do not agree") + "calculate_baselines function do not agree") + + self.assertAlmostEqual( + result_H2Ot_3550, + expected_H2Ot_3550, + self.decimalPlace, + msg="H2Ot_3550 peak height test and expected values from the " + "calculate_baselines function do not agree") + + self.assertAlmostEqual( + result_CO2_1515, + expected_CO2_1515, + self.decimalPlace - 3, + msg="CO2_1515 peak height test and expected values from the " + "calculate_baselines function do not agree") + + def test_MCMC_interp(self): + + first_index = self.df.index > 1000 + if any(first_index): + first_index_position = np.argmax(first_index) + drop_indices = self.df.index[first_index_position + 1:first_index_position + 11] + self.df_interp = self.df.drop(drop_indices) + + self.dfs_dict_interp = {self.file: self.df_interp} + + Volatiles_DF, _ = pig.calculate_baselines(self.dfs_dict_interp, None) + + result_H2Om_5200 = float(Volatiles_DF['PH_5200_M'].iloc[0]) + expected_H2Om_5200 = 0.00895907201720743 + + result_H2Ot_3550 = float(Volatiles_DF['PH_3550_M'].iloc[0]) + expected_H2Ot_3550 = 1.52334293070956 + + result_CO2_1515 = float(Volatiles_DF['PH_1515_BP'].iloc[0]) + expected_CO2_1515 = 0.057289618537916066 + + self.assertAlmostEqual( + result_H2Om_5200, + expected_H2Om_5200, + self.decimalPlace, + msg="H2Om_5200 peak height test and expected values from the " + "calculate_baselines function do not agree") self.assertAlmostEqual( result_H2Ot_3550, expected_H2Ot_3550, self.decimalPlace, msg="H2Ot_3550 peak height test and expected values from the " - "Run_All_Spectra function do not agree") + "calculate_baselines function do not agree") self.assertAlmostEqual( result_CO2_1515, expected_CO2_1515, self.decimalPlace - 3, msg="CO2_1515 peak height test and expected values from the " - "Run_All_Spectra function do not agree") + "calculate_baselines function do not agree") def test_MCMC_exportpath(self): diff --git a/UnitTests/test_loading.py b/UnitTests/test_loading.py index a9a013be..82e69193 100644 --- a/UnitTests/test_loading.py +++ b/UnitTests/test_loading.py @@ -76,6 +76,25 @@ def test_load_dir_chemthick(self): self.assertEqual(chemistry.shape, (9, 11)) self.assertEqual(thickness.shape, (9, 2)) + def test_spectrum_path_none(self): + with self.assertRaises(ValueError): + loader = pig.SampleDataLoader(spectrum_path=None) + loader.load_spectrum_directory() + + def test_chemistry_thickness_path_none(self): + with self.assertRaises(ValueError): + loader = pig.SampleDataLoader(chemistry_thickness_path=None) + loader.load_chemistry_thickness() + + def test_invalid_csv_format(self): + # Assuming you have an invalid CSV file for this test + invalid_csv_path = os.path.join( + os.path.dirname(os.path.realpath(__file__)), + 'path/to/your/invalid_csv_file.csv' + ) + with self.assertRaises(ValueError): + loader = pig.SampleDataLoader(spectrum_path=invalid_csv_path) + loader.load_spectrum_directory() if __name__ == '__main__': unittest.main() diff --git a/UnitTests/test_plotting.py b/UnitTests/test_plotting.py index 1f14287a..1c3c09e9 100644 --- a/UnitTests/test_plotting.py +++ b/UnitTests/test_plotting.py @@ -1,7 +1,8 @@ import unittest -from unittest.mock import patch +from unittest.mock import patch, MagicMock import os +import pickle import numpy as np import pandas as pd import PyIRoGlass as pig @@ -116,7 +117,7 @@ def test_modelfit_savefile(self, mock_savefig): os.path.dirname( os.path.realpath(__file__)), '../docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/' - 'AC4_OL49_021920_30x30_H2O_a.npz') + 'AC4_OL53_101220_256s_30x30_a.npz') mcmc_npz = np.load(file_path) pig.plot_modelfit( @@ -125,7 +126,7 @@ def test_modelfit_savefile(self, mock_savefig): self.spec_mc3) * 0.01, wavenumber, mcmc_npz['best_model'], - title='AC4_OL49_021920_30x30_H2O_a', + title='AC4_OL53_101220_256s_30x30_a', savefile='dummy_filename.png') # Check if savefig was called with the correct filename @@ -144,7 +145,7 @@ def test_modelfit_nosavefile(self, mock_savefig): os.path.dirname( os.path.realpath(__file__)), '../docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/' - 'AC4_OL49_021920_30x30_H2O_a.npz') + 'AC4_OL53_101220_256s_30x30_a.npz') mcmc_npz = np.load(file_path) pig.plot_modelfit( @@ -153,12 +154,45 @@ def test_modelfit_nosavefile(self, mock_savefig): self.spec_mc3) * 0.01, wavenumber, mcmc_npz['best_model'], - title='AC4_OL49_021920_30x30_H2O_a') + title='AC4_OL53_101220_256s_30x30_a') # Check if savefig was never called mock_savefig.assert_not_called() plt.close('all') +class test_plotting_H2Om_OH(unittest.TestCase): + + def setUp(self): + + self.file = 'AC4_OL53_101220_256s_30x30_a' + self.wn = [1000.916, 1002.845, 1004.774, 1006.702, 1008.631, 1010.559, 1012.488, 1014.416, 1016.345, 1018.273, 1020.202, 1022.13, 1024.059, 1025.988, 1027.916, 1029.845, 1031.773, 1033.702, 1035.63, 1037.559, 1039.487, 1041.416, 1043.344, 1045.273, 1047.202, 1049.13, 1051.059, 1052.987, 1054.916, 1056.844, 1058.773, 1060.701, 1062.63, 1064.558, 1066.487, 1068.416, 1070.344, 1072.273, 1074.201, 1076.13, 1078.058, 1079.987, 1081.915, 1083.844, 1085.773, 1087.701, 1089.63, 1091.558, 1093.487, 1095.415, 1097.344, 1099.272, 1101.201, 1103.129, 1105.058, 1106.987, 1108.915, 1110.844, 1112.772, 1114.701, 1116.629, 1118.558, 1120.486, 1122.415, 1124.344, 1126.272, 1128.201, 1130.129, 1132.058, 1133.986, 1135.915, 1137.843, 1139.772, 1141.7, 1143.629, 1145.557, 1147.486, 1149.415, 1151.343, 1153.272, 1155.2, 1157.129, 1159.057, 1160.986, 1162.914, 1164.843, 1166.771, 1168.7, 1170.629, 1172.557, 1174.486, 1176.414, 1178.343, 1180.271, 1182.2, 1184.128, 1186.057, 1187.986, 1189.914, 1191.843, 1193.771, 1195.7, 1197.628, 1199.557, 1201.485, 1203.414, 1205.343, 1207.271, 1209.2, 1211.128, 1213.057, 1214.985, 1216.914, 1218.842, 1220.771, 1222.699, 1224.628, 1226.557, 1228.485, 1230.414, 1232.342, 1234.271, 1236.199, 1238.128, 1240.056, 1241.985, 1243.913, 1245.842, 1247.771, 1249.699, 1251.628, 1253.556, 1255.485, 1257.413, 1259.342, 1261.27, 1263.199, 1265.127, 1267.056, 1268.985, 1270.913, 1272.842, 1274.77, 1276.699, 1278.627, 1280.556, 1282.484, 1284.413, 1286.342, 1288.27, 1290.199, 1292.127, 1294.056, 1295.984, 1297.913, 1299.841, 1301.77, 1303.698, 1305.627, 1307.556, 1309.484, 1311.413, 1313.341, 1315.27, 1317.198, 1319.127, 1321.055, 1322.984, 1324.912, 1326.841, 1328.77, 1330.698, 1332.627, 1334.555, 1336.484, 1338.412, 1340.341, 1342.269, 1344.198, 1346.126, 1348.055, 1349.984, 1351.912, 1353.841, 1355.769, 1357.698, 1359.626, 1361.555, 1363.483, 1365.412, 1367.341, 1369.269, 1371.198, 1373.126, 1375.055, 1376.983, 1378.912, 1380.84, 1382.769, 1384.698, 1386.626, 1388.555, 1390.483, 1392.412, 1394.34, 1396.269, 1398.197, 1400.126, 1402.054, 1403.983, 1405.911, 1407.84, 1409.769, 1411.697, 1413.626, 1415.554, 1417.483, 1419.411, 1421.34, 1423.268, 1425.197, 1427.125, 1429.054, 1430.983, 1432.911, 1434.84, 1436.768, 1438.697, 1440.625, 1442.554, 1444.482, 1446.411, 1448.34, 1450.268, 1452.197, 1454.125, 1456.054, 1457.982, 1459.911, 1461.839, 1463.768, 1465.697, 1467.625, 1469.554, 1471.482, 1473.411, 1475.339, 1477.268, 1479.196, 1481.125, 1483.053, 1484.982, 1486.911, 1488.839, 1490.768, 1492.696, 1494.625, 1496.553, 1498.482, 1500.41, 1502.339, 1504.267, 1506.196, 1508.125, 1510.053, 1511.982, 1513.91, 1515.839, 1517.767, 1519.696, 1521.624, 1523.553, 1525.481, 1527.41, 1529.339, 1531.267, 1533.196, 1535.124, 1537.053, 1538.981, 1540.91, 1542.838, 1544.767, 1546.696, 1548.624, 1550.553, 1552.481, 1554.41, 1556.338, 1558.267, 1560.195, 1562.124, 1564.052, 1565.981, 1567.91, 1569.838, 1571.767, 1573.695, 1575.624, 1577.552, 1579.481, 1581.409, 1583.338, 1585.266, 1587.195, 1589.124, 1591.052, 1592.981, 1594.909, 1596.838, 1598.766, 1600.695, 1602.623, 1604.552, 1606.48, 1608.409, 1610.338, 1612.266, 1614.195, 1616.123, 1618.052, 1619.98, 1621.909, 1623.837, 1625.766, 1627.695, 1629.623, 1631.552, 1633.48, 1635.409, 1637.337, 1639.266, 1641.194, 1643.123, 1645.052, 1646.98, 1648.909, 1650.837, 1652.766, 1654.694, 1656.623, 1658.551, 1660.48, 1662.408, 1664.337, 1666.266, 1668.194, 1670.123, 1672.051, 1673.98, 1675.908, 1677.837, 1679.765, 1681.694, 1683.622, 1685.551, 1687.479, 1689.408, 1691.337, 1693.265, 1695.194, 1697.122, 1699.051, 1700.979, 1702.908, 1704.836, 1706.765, 1708.694, 1710.622, 1712.551, 1714.479, 1716.408, 1718.336, 1720.265, 1722.193, 1724.122, 1726.051, 1727.979, 1729.908, 1731.836, 1733.765, 1735.693, 1737.622, 1739.55, 1741.479, 1743.407, 1745.336, 1747.265, 1749.193, 1751.122, 1753.05, 1754.979, 1756.907, 1758.836, 1760.764, 1762.693, 1764.621, 1766.55, 1768.479, 1770.407, 1772.336, 1774.264, 1776.193, 1778.121, 1780.05, 1781.978, 1783.907, 1785.835, 1787.764, 1789.693, 1791.621, 1793.55, 1795.478, 1797.407, 1799.335, 1801.264, 1803.192, 1805.121, 1807.049, 1808.978, 1810.907, 1812.835, 1814.764, 1816.692, 1818.621, 1820.549, 1822.478, 1824.406, 1826.335, 1828.264, 1830.192, 1832.121, 1834.049, 1835.978, 1837.906, 1839.835, 1841.763, 1843.692, 1845.62, 1847.549, 1849.478, 1851.406, 1853.335, 1855.263, 1857.192, 1859.12, 1861.049, 1862.977, 1864.906, 1866.834, 1868.763, 1870.692, 1872.62, 1874.549, 1876.477, 1878.406, 1880.334, 1882.263, 1884.191, 1886.12, 1888.048, 1889.977, 1891.906, 1893.834, 1895.763, 1897.691, 1899.62, 1901.548, 1903.477, 1905.405, 1907.334, 1909.263, 1911.191, 1913.12, 1915.048, 1916.977, 1918.905, 1920.834, 1922.762, 1924.691, 1926.62, 1928.548, 1930.477, 1932.405, 1934.334, 1936.262, 1938.191, 1940.119, 1942.048, 1943.976, 1945.905, 1947.833, 1949.762, 1951.691, 1953.619, 1955.548, 1957.476, 1959.405, 1961.333, 1963.262, 1965.19, 1967.119, 1969.047, 1970.976, 1972.905, 1974.833, 1976.762, 1978.69, 1980.619, 1982.547, 1984.476, 1986.404, 1988.333, 1990.262, 1992.19, 1994.119, 1996.047, 1997.976, 1999.904, 2001.833, 2003.761, 2005.69, 2007.619, 2009.547, 2011.476, 2013.404, 2015.333, 2017.261, 2019.19, 2021.118, 2023.047, 2024.975, 2026.904, 2028.833, 2030.761, 2032.69, 2034.618, 2036.547, 2038.475, 2040.404, 2042.332, 2044.261, 2046.189, 2048.118, 2050.046, 2051.975, 2053.904, 2055.832, 2057.761, 2059.689, 2061.618, 2063.546, 2065.475, 2067.403, 2069.332, 2071.26, 2073.189, 2075.118, 2077.046, 2078.975, 2080.903, 2082.832, 2084.76, 2086.689, 2088.617, 2090.546, 2092.475, 2094.403, 2096.332, 2098.26, 2100.189, 2102.117, 2104.046, 2105.974, 2107.903, 2109.832, 2111.76, 2113.688, 2115.617, 2117.546, 2119.474, 2121.403, 2123.331, 2125.26, 2127.188, 2129.117, 2131.045, 2132.974, 2134.903, 2136.831, 2138.76, 2140.688, 2142.617, 2144.545, 2146.474, 2148.402, 2150.331, 2152.26, 2154.188, 2156.117, 2158.045, 2159.974, 2161.902, 2163.831, 2165.759, 2167.688, 2169.616, 2171.545, 2173.474, 2175.402, 2177.331, 2179.259, 2181.188, 2183.116, 2185.045, 2186.973, 2188.902, 2190.831, 2192.759, 2194.688, 2196.616, 2198.545, 2200.473, 2202.402, 2204.33, 2206.259, 2208.188, 2210.116, 2212.044, 2213.973, 2215.902, 2217.83, 2219.759, 2221.687, 2223.616, 2225.544, 2227.473, 2229.401, 2231.33, 2233.259, 2235.187, 2237.116, 2239.044, 2240.973, 2242.901, 2244.83, 2246.758, 2248.687, 2250.615, 2252.544, 2254.473, 2256.401, 2258.33, 2260.258, 2262.187, 2264.115, 2266.044, 2267.972, 2269.901, 2271.83, 2273.758, 2275.687, 2277.615, 2279.544, 2281.472, 2283.401, 2285.329, 2287.258, 2289.187, 2291.115, 2293.043, 2294.972, 2296.901, 2298.829, 2300.758, 2302.686, 2304.615, 2306.543, 2308.472, 2310.4, 2312.329, 2314.258, 2316.186, 2318.115, 2320.043, 2321.972, 2323.9, 2325.829, 2327.757, 2329.686, 2331.615, 2333.543, 2335.472, 2337.4, 2339.329, 2341.257, 2343.186, 2345.114, 2347.043, 2348.971, 2350.9, 2352.829, 2354.757, 2356.686, 2358.614, 2360.543, 2362.471, 2364.4, 2366.328, 2368.257, 2370.186, 2372.114, 2374.042, 2375.971, 2377.9, 2379.828, 2381.757, 2383.685, 2385.614, 2387.542, 2389.471, 2391.399, 2393.328, 2395.257, 2397.185, 2399.114, 2401.042, 2402.971, 2404.899, 2406.828, 2408.756, 2410.685, 2412.614, 2414.542, 2416.471, 2418.399, 2420.328, 2422.256, 2424.185, 2426.113, 2428.042, 2429.97, 2431.899, 2433.828, 2435.756, 2437.685, 2439.613, 2441.542, 2443.47, 2445.399, 2447.327, 2449.256, 2451.185, 2453.113, 2455.042, 2456.97, 2458.899, 2460.827, 2462.756, 2464.684, 2466.613, 2468.542, 2470.47, 2472.398, 2474.327, 2476.256, 2478.184, 2480.113, 2482.041, 2483.97, 2485.898, 2487.827, 2489.755, 2491.684, 2493.613, 2495.541, 2497.47, 2499.398, 2501.327, 2503.255, 2505.184, 2507.112, 2509.041, 2510.969, 2512.898, 2514.827, 2516.755, 2518.684, 2520.612, 2522.541, 2524.469, 2526.398, 2528.326, 2530.255, 2532.184, 2534.112, 2536.041, 2537.969, 2539.898, 2541.826, 2543.755, 2545.683, 2547.612, 2549.541, 2551.469, 2553.397, 2555.326, 2557.255, 2559.183, 2561.112, 2563.04, 2564.969, 2566.897, 2568.826, 2570.754, 2572.683, 2574.612, 2576.54, 2578.469, 2580.397, 2582.326, 2584.254, 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0.1171093, 0.1163419, 0.1170336, 0.1178668, 0.1178582, 0.1173674, 0.1164726, 0.1173731, 0.1171331, 0.1164603, 0.1173585, 0.1189696, 0.1193265, 0.1183773, 0.1177463, 0.1181726, 0.1187382, 0.1190953, 0.1185447, 0.1175708, 0.1175783, 0.1187023, 0.1199047, 0.1199792, 0.1190481, 0.1198213, 0.1200863, 0.119048, 0.1188149, 0.1187753, 0.1174143, 0.1166817, 0.1166825, 0.1177637, 0.1171481, 0.1163508, 0.1162065, 0.116321, 0.1171207, 0.1178584, 0.1186085, 0.1178077, 0.1168615, 0.1171663, 0.1179734, 0.1174067, 0.1169582, 0.1172139, 0.1178937, 0.117985, 0.1185911, 0.1188342, 0.1182626, 0.1177698, 0.1178107, 0.1172025, 0.1171319, 0.1181804, 0.1186603, 0.1183812, 0.1179715, 0.1183801, 0.118408, 0.1170161, 0.1161184, 0.1158662, 0.1164956, 0.1169504, 0.1159166, 0.1163649, 0.1181391, 0.1185993, 0.1178075, 0.1159317, 0.1158979, 0.1157886, 0.1159211, 0.1169969, 0.1166619, 0.115827, 0.116855, 0.1182221, 0.1187476, 0.1191454, 0.1184304, 0.1164618, 0.1171881, 0.117836, 0.1179089, 0.1183465, 0.1177676, 0.1176966, 0.1172776, 0.1175373, 0.1184605, 0.1189293, 0.1183366, 0.1174597, 0.1175526, 0.1175063, 0.1169238] + self.df = pd.DataFrame({'Wavenumber': self.wn, 'Absorbance': self.abs}) + self.df.set_index('Wavenumber', inplace=True) + + file_path = os.path.join( + os.path.dirname( + os.path.realpath(__file__)), + '../docs/examples/transmission_ftir/PKLFILES/' + 'RESULTS/AC4_OL53_101220_256s_30x30_a.pkl') + + with open(file_path, "rb") as handle: + self.als_bls = pickle.load(handle) + + @patch('matplotlib.pyplot.subplots') + @patch('matplotlib.pyplot.Figure.savefig') + def test_plot_H2Om_OH_savefile(self, mock_savefig, mock_subplots): + + mock_fig = MagicMock() + mock_ax_top = MagicMock() + mock_ax_bottom = MagicMock() + mock_subplots.return_value = (mock_fig, (mock_ax_top, mock_ax_bottom)) + + pig.plot_H2Om_OH(self.df, self.file, self.als_bls, ax_top=mock_ax_top, ax_bottom=mock_ax_bottom, savefile='dummy_filename.png') + + mock_savefig.assert_called_once_with('dummy_filename.png') + plt.close('all') + if __name__ == '__main__': unittest.main() diff --git a/UnitTests/test_thickness.py b/UnitTests/test_thickness.py index 9e894013..5dbcc948 100644 --- a/UnitTests/test_thickness.py +++ b/UnitTests/test_thickness.py @@ -10,10 +10,12 @@ def setUp(self): self.xfo = 0.72 self.decimalPlace = 5 - self.wn_high = 2700 - self.wn_low = 2100 - self.wn = [2100.189, 2102.118, 2104.046, 2105.975, 2107.903, 2109.832, 2111.76, 2113.689, 2115.617, 2117.546, 2119.475, 2121.403, 2123.332, 2125.26, 2127.189, 2129.117, 2131.046, 2132.974, 2134.903, 2136.832, 2138.76, 2140.689, 2142.617, 2144.546, 2146.474, 2148.403, 2150.331, 2152.26, 2154.188, 2156.117, 2158.046, 2159.974, 2161.903, 2163.831, 2165.76, 2167.688, 2169.617, 2171.545, 2173.474, 2175.403, 2177.331, 2179.26, 2181.188, 2183.117, 2185.045, 2186.974, 2188.902, 2190.831, 2192.76, 2194.688, 2196.616, 2198.545, 2200.474, 2202.402, 2204.331, 2206.259, 2208.188, 2210.116, 2212.045, 2213.973, 2215.902, 2217.831, 2219.759, 2221.688, 2223.616, 2225.545, 2227.473, 2229.402, 2231.33, 2233.259, 2235.188, 2237.116, 2239.045, 2240.973, 2242.902, 2244.83, 2246.759, 2248.687, 2250.616, 2252.544, 2254.473, 2256.402, 2258.33, 2260.259, 2262.187, 2264.116, 2266.044, 2267.973, 2269.901, 2271.83, 2273.759, 2275.687, 2277.615, 2279.544, 2281.473, 2283.401, 2285.33, 2287.258, 2289.187, 2291.115, 2293.044, 2294.972, 2296.901, 2298.83, 2300.758, 2302.687, 2304.615, 2306.544, 2308.472, 2310.401, 2312.329, 2314.258, 2316.187, 2318.115, 2320.044, 2321.972, 2323.901, 2325.829, 2327.758, 2329.686, 2331.615, 2333.543, 2335.472, 2337.401, 2339.329, 2341.258, 2343.186, 2345.115, 2347.043, 2348.972, 2350.9, 2352.829, 2354.758, 2356.686, 2358.615, 2360.543, 2362.472, 2364.4, 2366.329, 2368.257, 2370.186, 2372.115, 2374.043, 2375.971, 2377.9, 2379.829, 2381.757, 2383.686, 2385.614, 2387.543, 2389.471, 2391.4, 2393.328, 2395.257, 2397.186, 2399.114, 2401.043, 2402.971, 2404.9, 2406.828, 2408.757, 2410.685, 2412.614, 2414.542, 2416.471, 2418.4, 2420.328, 2422.257, 2424.185, 2426.114, 2428.042, 2429.971, 2431.899, 2433.828, 2435.757, 2437.685, 2439.614, 2441.542, 2443.471, 2445.399, 2447.328, 2449.256, 2451.185, 2453.114, 2455.042, 2456.97, 2458.899, 2460.828, 2462.756, 2464.685, 2466.613, 2468.542, 2470.47, 2472.399, 2474.327, 2476.256, 2478.185, 2480.113, 2482.042, 2483.97, 2485.899, 2487.827, 2489.756, 2491.684, 2493.613, 2495.542, 2497.47, 2499.399, 2501.327, 2503.256, 2505.184, 2507.113, 2509.042, 2510.97, 2512.898, 2514.827, 2516.756, 2518.684, 2520.613, 2522.541, 2524.47, 2526.398, 2528.327, 2530.255, 2532.184, 2534.113, 2536.041, 2537.97, 2539.898, 2541.827, 2543.755, 2545.684, 2547.612, 2549.541, 2551.469, 2553.398, 2555.327, 2557.255, 2559.184, 2561.112, 2563.041, 2564.969, 2566.898, 2568.826, 2570.755, 2572.684, 2574.612, 2576.541, 2578.469, 2580.398, 2582.326, 2584.255, 2586.183, 2588.112, 2590.041, 2591.969, 2593.897, 2595.826, 2597.755, 2599.683, 2601.612, 2603.54, 2605.469, 2607.397, 2609.326, 2611.254, 2613.183, 2615.112, 2617.04, 2618.969, 2620.897, 2622.826, 2624.754, 2626.683, 2628.611, 2630.54, 2632.469, 2634.397, 2636.326, 2638.254, 2640.183, 2642.111, 2644.04, 2645.968, 2647.897, 2649.825, 2651.754, 2653.683, 2655.611, 2657.54, 2659.468, 2661.397, 2663.325, 2665.254, 2667.182, 2669.111, 2671.04, 2672.968, 2674.896, 2676.825, 2678.754, 2680.682, 2682.611, 2684.539, 2686.468, 2688.396, 2690.325, 2692.253, 2694.182, 2696.111, 2698.039, 2699.968] - self.abs = [0.8771853, 0.8784955, 0.8778838, 0.8758668, 0.8732336, 0.8701192, 0.8663936, 0.8623665, 0.8588824, 0.8566167, 0.8554226, 0.8553206, 0.8561192, 0.8576086, 0.8597494, 0.8626562, 0.8655683, 0.8679856, 0.8701353, 0.8715089, 0.8719133, 0.8713134, 0.8699853, 0.8681639, 0.8652869, 0.861811, 0.8586689, 0.8559095, 0.8538229, 0.8521714, 0.8518564, 0.8528331, 0.8544457, 0.8564513, 0.858667, 0.8613505, 0.8641433, 0.8662304, 0.867592, 0.8678326, 0.867177, 0.8658627, 0.8634521, 0.8604652, 0.8572671, 0.8544174, 0.8513765, 0.8489732, 0.8474135, 0.8468698, 0.8475645, 0.8486117, 0.8506775, 0.8535439, 0.8556452, 0.8573649, 0.859121, 0.8602605, 0.8602774, 0.8592403, 0.8572187, 0.8549281, 0.8517796, 0.8482863, 0.8451973, 0.8421924, 0.8398129, 0.8383427, 0.8379127, 0.8382969, 0.8392297, 0.8407292, 0.8430046, 0.8449931, 0.8463593, 0.8475632, 0.8478963, 0.8474974, 0.8465433, 0.8442497, 0.8410665, 0.8378426, 0.834107, 0.830825, 0.8283697, 0.8262495, 0.8250093, 0.8245685, 0.8246834, 0.8252645, 0.8265327, 0.8276843, 0.8286586, 0.8295341, 0.8301092, 0.8306162, 0.8302415, 0.8286915, 0.8260401, 0.8229305, 0.8197907, 0.8167899, 0.8142602, 0.8123196, 0.8107562, 0.8094115, 0.8085777, 0.8088179, 0.8099348, 0.8107235, 0.8113704, 0.8124402, 0.8134915, 0.8139005, 0.813623, 0.8128304, 0.8114451, 0.809302, 0.8072917, 0.8055199, 0.803097, 0.8004071, 0.7984169, 0.7970756, 0.7961122, 0.7953587, 0.7954882, 0.7953625, 0.7952263, 0.7959703, 0.796712, 0.7976105, 0.79837, 0.7986351, 0.797862, 0.7962294, 0.7951571, 0.7935983, 0.7911855, 0.7891254, 0.7866024, 0.7846335, 0.783304, 0.78224, 0.7814776, 0.7812228, 0.7812294, 0.7810687, 0.7814137, 0.7821554, 0.7823824, 0.7820688, 0.781585, 0.7813405, 0.7810469, 0.7800974, 0.7785708, 0.7772884, 0.7763857, 0.775609, 0.7747612, 0.7739412, 0.7735876, 0.7735519, 0.7734414, 0.7731725, 0.7732457, 0.7739293, 0.7748923, 0.7755677, 0.775773, 0.77577, 0.775639, 0.7753621, 0.7746474, 0.7739386, 0.7735191, 0.7727962, 0.771906, 0.771325, 0.7710848, 0.7709936, 0.7708869, 0.7711281, 0.7712479, 0.7714913, 0.7720421, 0.772723, 0.7734421, 0.7743574, 0.7752358, 0.7752802, 0.7749581, 0.7748249, 0.7749072, 0.7748154, 0.7739353, 0.7731451, 0.7729153, 0.7728906, 0.7727442, 0.7725084, 0.7722375, 0.7722201, 0.7726862, 0.7737827, 0.7744998, 0.7748308, 0.7757319, 0.7764129, 0.776656, 0.777181, 0.7775484, 0.7772357, 0.7768981, 0.7766709, 0.7762403, 0.775865, 0.7757292, 0.775338, 0.7748588, 0.7748931, 0.7750075, 0.7749855, 0.7749686, 0.7756536, 0.7767604, 0.7771534, 0.7775218, 0.7784898, 0.7785904, 0.777928, 0.7776617, 0.7777568, 0.7778146, 0.7775217, 0.7772473, 0.7766877, 0.7757088, 0.7750791, 0.7747837, 0.7746765, 0.7747367, 0.7751387, 0.7756333, 0.7760683, 0.776161, 0.7760789, 0.7766979, 0.7769, 0.7763146, 0.7760199, 0.7760013, 0.7754377, 0.7750186, 0.7745423, 0.7734561, 0.7723659, 0.7718965, 0.7714956, 0.7708955, 0.7704052, 0.7699525, 0.7697388, 0.7698807, 0.7700964, 0.7704247, 0.7704611, 0.7703475, 0.770279, 0.769828, 0.7692037, 0.7683634, 0.7679303, 0.7673056, 0.7660556, 0.7649163, 0.7638579, 0.762736, 0.7616605, 0.7611527, 0.760515, 0.7599469, 0.7598943, 0.7601219, 0.7599848, 0.75993, 0.7603506, 0.7600033, 0.7591771, 0.7587984, 0.758707, 0.7584011, 0.7573321, 0.7557866, 0.7542044, 0.7527732, 0.7516828, 0.7508492, 0.7500915, 0.7496533, 0.7492396, 0.748831, 0.7488262, 0.7491466, 0.749245, 0.7493446, 0.7493286, 0.7486278, 0.7478377, 0.7472695, 0.7467049] + self.wn_high_ol = 2700 + self.wn_low_ol = 2100 + self.wn_high_gl = 2850 + self.wn_low_gl = 1700 + self.wn = [1700.98, 1702.908, 1704.837, 1706.765, 1708.694, 1710.622, 1712.551, 1714.479, 1716.408, 1718.337, 1720.265, 1722.194, 1724.122, 1726.051, 1727.979, 1729.908, 1731.836, 1733.765, 1735.694, 1737.622, 1739.551, 1741.479, 1743.408, 1745.336, 1747.265, 1749.193, 1751.122, 1753.051, 1754.979, 1756.908, 1758.836, 1760.765, 1762.693, 1764.622, 1766.55, 1768.479, 1770.407, 1772.336, 1774.265, 1776.193, 1778.122, 1780.05, 1781.979, 1783.907, 1785.836, 1787.764, 1789.693, 1791.621, 1793.55, 1795.479, 1797.407, 1799.336, 1801.264, 1803.193, 1805.121, 1807.05, 1808.978, 1810.907, 1812.835, 1814.764, 1816.693, 1818.621, 1820.55, 1822.478, 1824.407, 1826.335, 1828.264, 1830.192, 1832.121, 1834.05, 1835.978, 1837.907, 1839.835, 1841.764, 1843.692, 1845.621, 1847.549, 1849.478, 1851.406, 1853.335, 1855.264, 1857.192, 1859.121, 1861.049, 1862.978, 1864.906, 1866.835, 1868.763, 1870.692, 1872.62, 1874.549, 1876.478, 1878.406, 1880.335, 1882.263, 1884.192, 1886.12, 1888.049, 1889.977, 1891.906, 1893.834, 1895.763, 1897.692, 1899.62, 1901.549, 1903.477, 1905.406, 1907.334, 1909.263, 1911.191, 1913.12, 1915.049, 1916.977, 1918.906, 1920.834, 1922.763, 1924.691, 1926.62, 1928.548, 1930.477, 1932.406, 1934.334, 1936.263, 1938.191, 1940.12, 1942.048, 1943.977, 1945.905, 1947.834, 1949.762, 1951.691, 1953.62, 1955.548, 1957.477, 1959.405, 1961.334, 1963.262, 1965.191, 1967.119, 1969.048, 1970.976, 1972.905, 1974.833, 1976.762, 1978.691, 1980.619, 1982.548, 1984.476, 1986.405, 1988.333, 1990.262, 1992.19, 1994.119, 1996.048, 1997.976, 1999.905, 2001.833, 2003.762, 2005.69, 2007.619, 2009.547, 2011.476, 2013.405, 2015.333, 2017.262, 2019.19, 2021.119, 2023.047, 2024.976, 2026.904, 2028.833, 2030.761, 2032.69, 2034.619, 2036.547, 2038.476, 2040.404, 2042.333, 2044.261, 2046.19, 2048.118, 2050.047, 2051.975, 2053.904, 2055.833, 2057.761, 2059.69, 2061.618, 2063.547, 2065.475, 2067.404, 2069.332, 2071.261, 2073.189, 2075.118, 2077.047, 2078.975, 2080.904, 2082.832, 2084.761, 2086.689, 2088.618, 2090.546, 2092.475, 2094.404, 2096.332, 2098.26, 2100.189, 2102.118, 2104.046, 2105.975, 2107.903, 2109.832, 2111.76, 2113.689, 2115.617, 2117.546, 2119.475, 2121.403, 2123.332, 2125.26, 2127.189, 2129.117, 2131.046, 2132.974, 2134.903, 2136.832, 2138.76, 2140.689, 2142.617, 2144.546, 2146.474, 2148.403, 2150.331, 2152.26, 2154.188, 2156.117, 2158.046, 2159.974, 2161.903, 2163.831, 2165.76, 2167.688, 2169.617, 2171.545, 2173.474, 2175.403, 2177.331, 2179.26, 2181.188, 2183.117, 2185.045, 2186.974, 2188.902, 2190.831, 2192.76, 2194.688, 2196.616, 2198.545, 2200.474, 2202.402, 2204.331, 2206.259, 2208.188, 2210.116, 2212.045, 2213.973, 2215.902, 2217.831, 2219.759, 2221.688, 2223.616, 2225.545, 2227.473, 2229.402, 2231.33, 2233.259, 2235.188, 2237.116, 2239.045, 2240.973, 2242.902, 2244.83, 2246.759, 2248.687, 2250.616, 2252.544, 2254.473, 2256.402, 2258.33, 2260.259, 2262.187, 2264.116, 2266.044, 2267.973, 2269.901, 2271.83, 2273.759, 2275.687, 2277.615, 2279.544, 2281.473, 2283.401, 2285.33, 2287.258, 2289.187, 2291.115, 2293.044, 2294.972, 2296.901, 2298.83, 2300.758, 2302.687, 2304.615, 2306.544, 2308.472, 2310.401, 2312.329, 2314.258, 2316.187, 2318.115, 2320.044, 2321.972, 2323.901, 2325.829, 2327.758, 2329.686, 2331.615, 2333.543, 2335.472, 2337.401, 2339.329, 2341.258, 2343.186, 2345.115, 2347.043, 2348.972, 2350.9, 2352.829, 2354.758, 2356.686, 2358.615, 2360.543, 2362.472, 2364.4, 2366.329, 2368.257, 2370.186, 2372.115, 2374.043, 2375.971, 2377.9, 2379.829, 2381.757, 2383.686, 2385.614, 2387.543, 2389.471, 2391.4, 2393.328, 2395.257, 2397.186, 2399.114, 2401.043, 2402.971, 2404.9, 2406.828, 2408.757, 2410.685, 2412.614, 2414.542, 2416.471, 2418.4, 2420.328, 2422.257, 2424.185, 2426.114, 2428.042, 2429.971, 2431.899, 2433.828, 2435.757, 2437.685, 2439.614, 2441.542, 2443.471, 2445.399, 2447.328, 2449.256, 2451.185, 2453.114, 2455.042, 2456.97, 2458.899, 2460.828, 2462.756, 2464.685, 2466.613, 2468.542, 2470.47, 2472.399, 2474.327, 2476.256, 2478.185, 2480.113, 2482.042, 2483.97, 2485.899, 2487.827, 2489.756, 2491.684, 2493.613, 2495.542, 2497.47, 2499.399, 2501.327, 2503.256, 2505.184, 2507.113, 2509.042, 2510.97, 2512.898, 2514.827, 2516.756, 2518.684, 2520.613, 2522.541, 2524.47, 2526.398, 2528.327, 2530.255, 2532.184, 2534.113, 2536.041, 2537.97, 2539.898, 2541.827, 2543.755, 2545.684, 2547.612, 2549.541, 2551.469, 2553.398, 2555.327, 2557.255, 2559.184, 2561.112, 2563.041, 2564.969, 2566.898, 2568.826, 2570.755, 2572.684, 2574.612, 2576.541, 2578.469, 2580.398, 2582.326, 2584.255, 2586.183, 2588.112, 2590.041, 2591.969, 2593.897, 2595.826, 2597.755, 2599.683, 2601.612, 2603.54, 2605.469, 2607.397, 2609.326, 2611.254, 2613.183, 2615.112, 2617.04, 2618.969, 2620.897, 2622.826, 2624.754, 2626.683, 2628.611, 2630.54, 2632.469, 2634.397, 2636.326, 2638.254, 2640.183, 2642.111, 2644.04, 2645.968, 2647.897, 2649.825, 2651.754, 2653.683, 2655.611, 2657.54, 2659.468, 2661.397, 2663.325, 2665.254, 2667.182, 2669.111, 2671.04, 2672.968, 2674.896, 2676.825, 2678.754, 2680.682, 2682.611, 2684.539, 2686.468, 2688.396, 2690.325, 2692.253, 2694.182, 2696.111, 2698.039, 2699.968, 2701.896, 2703.825, 2705.753, 2707.682, 2709.61, 2711.539, 2713.468, 2715.396, 2717.325, 2719.253, 2721.182, 2723.11, 2725.039, 2726.967, 2728.896, 2730.824, 2732.753, 2734.682, 2736.61, 2738.539, 2740.467, 2742.396, 2744.324, 2746.253, 2748.181, 2750.11, 2752.039, 2753.967, 2755.896, 2757.824, 2759.753, 2761.681, 2763.61, 2765.538, 2767.467, 2769.396, 2771.324, 2773.252, 2775.181, 2777.11, 2779.038, 2780.967, 2782.895, 2784.824, 2786.752, 2788.681, 2790.609, 2792.538, 2794.467, 2796.395, 2798.324, 2800.252, 2802.181, 2804.109, 2806.038, 2807.966, 2809.895, 2811.823, 2813.752, 2815.681, 2817.609, 2819.538, 2821.466, 2823.395, 2825.323, 2827.252, 2829.18, 2831.109, 2833.038, 2834.966, 2836.895, 2838.823, 2840.752, 2842.68, 2844.609, 2846.537, 2848.466] + self.abs = [1.020583, 1.011716, 1.010056, 1.010377, 1.01109, 1.01478, 1.021225, 1.02853, 1.036822, 1.040173, 1.036704, 1.035069, 1.034098, 1.030995, 1.028955, 1.028164, 1.029473, 1.033651, 1.030728, 1.027346, 1.03133, 1.034971, 1.038951, 1.043997, 1.050308, 1.056206, 1.060613, 1.061516, 1.062982, 1.065469, 1.066341, 1.06847, 1.068917, 1.066218, 1.066792, 1.0686, 1.069874, 1.072113, 1.069908, 1.066861, 1.067117, 1.067561, 1.066882, 1.066389, 1.064733, 1.062884, 1.063042, 1.064721, 1.063323, 1.058671, 1.056164, 1.054663, 1.052353, 1.048931, 1.04593, 1.043769, 1.042052, 1.040526, 1.039781, 1.039386, 1.039178, 1.039037, 1.040518, 1.042439, 1.044709, 1.04567, 1.046169, 1.045685, 1.041935, 1.038376, 1.035641, 1.032046, 1.028237, 1.026454, 1.026736, 1.024038, 1.021191, 1.021212, 1.022158, 1.023441, 1.024343, 1.025538, 1.027184, 1.027247, 1.025841, 1.024786, 1.023503, 1.021776, 1.017789, 1.013216, 1.010495, 1.008821, 1.008112, 1.007929, 1.008813, 1.010286, 1.012005, 1.014749, 1.017377, 1.018534, 1.018864, 1.018449, 1.016461, 1.012964, 1.009051, 1.004576, 1.000134, 0.9962914, 0.9927732, 0.9897096, 0.987771, 0.9873329, 0.9884676, 0.9899235, 0.9913505, 0.9932389, 0.9934167, 0.992745, 0.9919873, 0.9900623, 0.9871353, 0.9827986, 0.9770666, 0.9717489, 0.9671019, 0.9631042, 0.9592541, 0.9561361, 0.95451, 0.9542438, 0.955349, 0.9578133, 0.9608377, 0.9631481, 0.9649014, 0.9653701, 0.9648114, 0.9633896, 0.960799, 0.9561645, 0.9515355, 0.948189, 0.9446552, 0.9412375, 0.9389811, 0.9378436, 0.9377751, 0.9390033, 0.9418982, 0.94575, 0.94978, 0.9531676, 0.9556165, 0.9579235, 0.9587322, 0.9575748, 0.9552557, 0.9515247, 0.9462699, 0.9400808, 0.9342956, 0.9298562, 0.9257731, 0.922233, 0.9203573, 0.9197055, 0.9201342, 0.9214494, 0.9226428, 0.9238961, 0.924915, 0.9245349, 0.9225941, 0.9188608, 0.9129443, 0.9058173, 0.8988603, 0.8919775, 0.8852137, 0.8795405, 0.8757873, 0.8735663, 0.8727468, 0.8738693, 0.8760529, 0.8788334, 0.882052, 0.8850312, 0.8871553, 0.8884376, 0.8885067, 0.8871244, 0.8845978, 0.8803508, 0.8752686, 0.8703328, 0.865853, 0.8625715, 0.8606236, 0.8596422, 0.859719, 0.8611996, 0.8637537, 0.8665482, 0.869262, 0.8721815, 0.8748603, 0.8771853, 0.8784955, 0.8778838, 0.8758668, 0.8732336, 0.8701192, 0.8663936, 0.8623665, 0.8588824, 0.8566167, 0.8554226, 0.8553206, 0.8561192, 0.8576086, 0.8597494, 0.8626562, 0.8655683, 0.8679856, 0.8701353, 0.8715089, 0.8719133, 0.8713134, 0.8699853, 0.8681639, 0.8652869, 0.861811, 0.8586689, 0.8559095, 0.8538229, 0.8521714, 0.8518564, 0.8528331, 0.8544457, 0.8564513, 0.858667, 0.8613505, 0.8641433, 0.8662304, 0.867592, 0.8678326, 0.867177, 0.8658627, 0.8634521, 0.8604652, 0.8572671, 0.8544174, 0.8513765, 0.8489732, 0.8474135, 0.8468698, 0.8475645, 0.8486117, 0.8506775, 0.8535439, 0.8556452, 0.8573649, 0.859121, 0.8602605, 0.8602774, 0.8592403, 0.8572187, 0.8549281, 0.8517796, 0.8482863, 0.8451973, 0.8421924, 0.8398129, 0.8383427, 0.8379127, 0.8382969, 0.8392297, 0.8407292, 0.8430046, 0.8449931, 0.8463593, 0.8475632, 0.8478963, 0.8474974, 0.8465433, 0.8442497, 0.8410665, 0.8378426, 0.834107, 0.830825, 0.8283697, 0.8262495, 0.8250093, 0.8245685, 0.8246834, 0.8252645, 0.8265327, 0.8276843, 0.8286586, 0.8295341, 0.8301092, 0.8306162, 0.8302415, 0.8286915, 0.8260401, 0.8229305, 0.8197907, 0.8167899, 0.8142602, 0.8123196, 0.8107562, 0.8094115, 0.8085777, 0.8088179, 0.8099348, 0.8107235, 0.8113704, 0.8124402, 0.8134915, 0.8139005, 0.813623, 0.8128304, 0.8114451, 0.809302, 0.8072917, 0.8055199, 0.803097, 0.8004071, 0.7984169, 0.7970756, 0.7961122, 0.7953587, 0.7954882, 0.7953625, 0.7952263, 0.7959703, 0.796712, 0.7976105, 0.79837, 0.7986351, 0.797862, 0.7962294, 0.7951571, 0.7935983, 0.7911855, 0.7891254, 0.7866024, 0.7846335, 0.783304, 0.78224, 0.7814776, 0.7812228, 0.7812294, 0.7810687, 0.7814137, 0.7821554, 0.7823824, 0.7820688, 0.781585, 0.7813405, 0.7810469, 0.7800974, 0.7785708, 0.7772884, 0.7763857, 0.775609, 0.7747612, 0.7739412, 0.7735876, 0.7735519, 0.7734414, 0.7731725, 0.7732457, 0.7739293, 0.7748923, 0.7755677, 0.775773, 0.77577, 0.775639, 0.7753621, 0.7746474, 0.7739386, 0.7735191, 0.7727962, 0.771906, 0.771325, 0.7710848, 0.7709936, 0.7708869, 0.7711281, 0.7712479, 0.7714913, 0.7720421, 0.772723, 0.7734421, 0.7743574, 0.7752358, 0.7752802, 0.7749581, 0.7748249, 0.7749072, 0.7748154, 0.7739353, 0.7731451, 0.7729153, 0.7728906, 0.7727442, 0.7725084, 0.7722375, 0.7722201, 0.7726862, 0.7737827, 0.7744998, 0.7748308, 0.7757319, 0.7764129, 0.776656, 0.777181, 0.7775484, 0.7772357, 0.7768981, 0.7766709, 0.7762403, 0.775865, 0.7757292, 0.775338, 0.7748588, 0.7748931, 0.7750075, 0.7749855, 0.7749686, 0.7756536, 0.7767604, 0.7771534, 0.7775218, 0.7784898, 0.7785904, 0.777928, 0.7776617, 0.7777568, 0.7778146, 0.7775217, 0.7772473, 0.7766877, 0.7757088, 0.7750791, 0.7747837, 0.7746765, 0.7747367, 0.7751387, 0.7756333, 0.7760683, 0.776161, 0.7760789, 0.7766979, 0.7769, 0.7763146, 0.7760199, 0.7760013, 0.7754377, 0.7750186, 0.7745423, 0.7734561, 0.7723659, 0.7718965, 0.7714956, 0.7708955, 0.7704052, 0.7699525, 0.7697388, 0.7698807, 0.7700964, 0.7704247, 0.7704611, 0.7703475, 0.770279, 0.769828, 0.7692037, 0.7683634, 0.7679303, 0.7673056, 0.7660556, 0.7649163, 0.7638579, 0.762736, 0.7616605, 0.7611527, 0.760515, 0.7599469, 0.7598943, 0.7601219, 0.7599848, 0.75993, 0.7603506, 0.7600033, 0.7591771, 0.7587984, 0.758707, 0.7584011, 0.7573321, 0.7557866, 0.7542044, 0.7527732, 0.7516828, 0.7508492, 0.7500915, 0.7496533, 0.7492396, 0.748831, 0.7488262, 0.7491466, 0.749245, 0.7493446, 0.7493286, 0.7486278, 0.7478377, 0.7472695, 0.7467049, 0.745913, 0.7447091, 0.7434441, 0.7423925, 0.7410882, 0.7399685, 0.7393751, 0.739363, 0.7394479, 0.7391173, 0.738744, 0.7389171, 0.7392328, 0.7391272, 0.7387456, 0.7382043, 0.7380476, 0.73787, 0.7372326, 0.7363828, 0.7352934, 0.7339848, 0.7329674, 0.7323452, 0.7319279, 0.7314163, 0.7310115, 0.7306527, 0.7306536, 0.7313194, 0.731777, 0.7317884, 0.7320378, 0.7319708, 0.7318103, 0.7314433, 0.7314256, 0.7316061, 0.7310449, 0.7299048, 0.728618, 0.7274098, 0.7269824, 0.7267954, 0.7261909, 0.7261261, 0.7265746, 0.7269046, 0.7269477, 0.7270696, 0.7274373, 0.7281301, 0.7288784, 0.7291965, 0.7294105, 0.7293057, 0.729311, 0.7293701, 0.7285315, 0.7274321, 0.72649, 0.725925, 0.7253935, 0.725091, 0.7249922, 0.7251455, 0.7259523, 0.7265646, 0.7268927, 0.7274462, 0.7282179, 0.7286351, 0.7287739, 0.7291151, 0.7294124, 0.7293346, 0.7290412] self.file = 'AC4_OL27_REF_a' self.df = pd.DataFrame({'Wavenumber': self.wn, 'Absorbance': self.abs}) self.df.set_index('Wavenumber', inplace=True) @@ -44,20 +46,18 @@ def test_calc_thickness(self): def test_peak_identification(self): - savgol_filter_width = 99 - smoothing_wn_width = 15 - peak_heigh_min_delta = 0.002 - peak_search_width = 10 - wn_high = 2700 - wn_low = 2100 - peaks, _ = pig.peakID(self.df, wn_high, wn_low, + savgol_filter_width_ol = 99 + smoothing_wn_width_ol = 15 + peak_heigh_min_delta_ol = 0.002 + peak_search_width_ol = 10 + peaks, _ = pig.peakID(self.df, self.wn_high_ol, self.wn_low_ol, filename=self.file, plotting=True, - savgol_filter_width=savgol_filter_width, - smoothing_wn_width=smoothing_wn_width, + savgol_filter_width=savgol_filter_width_ol, + smoothing_wn_width=smoothing_wn_width_ol, remove_baseline=True, - peak_heigh_min_delta=peak_heigh_min_delta, - peak_search_width=peak_search_width) + peak_heigh_min_delta=peak_heigh_min_delta_ol, + peak_search_width=peak_search_width_ol) expected_peak_loc = 2138.76 self.assertAlmostEqual(float(peaks[0, 0]), expected_peak_loc, @@ -67,25 +67,58 @@ def test_peak_identification(self): def test_process_thickness(self): - result = pig.reflectance_index(self.xfo) - thickness_results = pig.calculate_mean_thickness( - self.dfs_dict, - result, - self.wn_high, - self.wn_low, - remove_baseline=False, - plotting=False, - phaseol=True) - result = float(thickness_results['Thickness_M'].iloc[0]) - expected = 79.81 - self.assertAlmostEqual( - result, - expected, - self.decimalPlace - - 2, - msg="Thickness test and expected values from " - "calculate_mean_thickness function disagree") + try: + result = pig.reflectance_index(self.xfo) + thickness_results_ol = pig.calculate_mean_thickness( + self.dfs_dict, + result, + self.wn_high_ol, + self.wn_low_ol, + remove_baseline=False, + plotting=False, + phaseol=True) + thickness_results_gl = pig.calculate_mean_thickness( + self.dfs_dict, + 1.546, + self.wn_high_gl, + self.wn_low_gl, + remove_baseline=False, + plotting=False, + phaseol=True) + result_ol = float(thickness_results_ol['Thickness_M'].iloc[0]) + expected_ol = 79.81 + result_gl = float(thickness_results_gl['Thickness_M'].iloc[0]) + expected_gl = 88.34 + self.assertAlmostEqual( + result_ol, + expected_ol, + self.decimalPlace - + 2, + msg="Olivine thickness test and expected values from " + "calculate_mean_thickness function disagree") + self.assertAlmostEqual( + result_gl, + expected_gl, + self.decimalPlace - + 2, + msg="Glass thickness test and expected values from " + "calculate_mean_thickness function disagree") + if thickness_results_ol.isnull().any().any(): + self.assertTrue(thickness_results_ol.isnull().any().any(), + "Expected NaN values in the result due to processing failures.") + + else: + result_value = float(thickness_results_ol['Thickness_M'].iloc[0]) + expected_ol = 79.81 + self.assertAlmostEqual( + result_value, + expected_ol, + self.decimalPlace - 2, + msg="Thickness test and expected values from " + "calculate_mean_thickness function disagree") + except Exception as e: + self.fail(f"Unexpected exception occurred: {e}") if __name__ == '__main__': unittest.main() diff --git a/docs/examples/transmission_ftir/DF.csv b/docs/examples/transmission_ftir/DF.csv deleted file mode 100644 index 4ff3e50e..00000000 --- a/docs/examples/transmission_ftir/DF.csv +++ /dev/null @@ -1,4 +0,0 @@ -,PH_3550_M,PH_3550_STD,H2OT_3550_MAX,BL_H2OT_3550_MAX,H2OT_3550_SAT?,PH_1635_BP,PH_1635_STD,H2Om_1635_MAX,BL_H2Om_1635_MAX,PH_1515_BP,PH_1515_STD,P_1515_BP,P_1515_STD,STD_1515_BP,STD_1515_STD,MAX_1515_ABS,BL_MAX_1515_ABS,PH_1430_BP,PH_1430_STD,P_1430_BP,P_1430_STD,STD_1430_BP,STD_1430_STD,MAX_1430_ABS,BL_MAX_1430_ABS,PH_5200_M,PH_5200_STD,PH_4500_M,PH_4500_STD,S2N_P5200,ERR_5200,S2N_P4500,ERR_4500,AVG_BL_BP,AVG_BL_STD,PC1_BP,PC1_STD,PC2_BP,PC2_STD,PC3_BP,PC3_STD,PC4_BP,PC4_STD,m_BP,m_STD,b_BP,b_STD,PH_1635_PC1_BP,PH_1635_PC1_STD,PH_1635_PC2_BP,PH_1635_PC2_STD -AC4_OL49_021920_30x30_H2O_a,2.1722495031440947,0.0022091661809086846,2.649837,0.459865114191701,*,0.6583491883627037,0.0030559225992519857,0.5856417,0.7688596163698043,0.10686432643492837,0.003538552033248501,1517.4742732525278,1.536241657777921,35.611041065898284,1.9726350771471801,0.8714098,0.7609296728007895,0.10942913579903668,0.004024739722670733,1427.9922184766895,1.4448643365503184,28.853320128945466,1.2162066098552222,0.8875755,0.7956430681722388,0.024909517887738875,0.0008011494845031515,0.014569658580663017,6.383368544350912e-05,12.1959313061391,-,8.157329839569867,-,1.104047047572363,0.03706211405261093,-1.0504931304743332,0.3939373756513442,0.9376266053347568,0.02021330601685956,-0.09340632788843917,0.059287829929317866,0.29999999999999993,0.023043209371543284,-0.0003100921792748517,6.673721685234616e-05,1.2338252846893636,0.020987715943881394,0.11213209670443512,0.01636757840083271,0.044745944801884506,0.020154465922881906 -AC4_OL53_101220_256s_30x30_a,1.5233429307095674,0.003308868169203624,1.631044,0.135541426535887,-,0.2996750694621314,0.0030991014832724433,0.2301228,0.318100891649369,0.053059942737517025,0.0037458640456729106,1519.2334635980997,2.7609118674957256,32.41430454610359,2.7549499002344016,0.3780553,0.3214251247495083,0.05024321874864504,0.004383887636429637,1427.2586533536492,3.116442577687736,34.35120906407809,2.8015156775244567,0.3808897,0.3383681079242233,0.008959072017207241,0.00044513190689232624,0.012517573136164327,0.0003203147389068617,6.904155497543289,-,5.527653037742058,-,0.5117352364538569,0.04388547606609691,-2.96327877101456,0.44954720012942706,0.275707715124935,0.02059781595491209,-0.506637045503263,0.061669410847063885,0.22624898570592583,0.04238432475363352,-0.00044487322208349437,7.6608647327711e-05,0.7212553048556147,0.02311313526280532,-0.052546461401682065,0.0165092299214521,0.0467980624428931,0.01774710867598132 -STD_D1010_012821_256s_100x100_a,2.710894807352927,0.0015865163670745332,2.915508,0.20663870706490714,*,0.17348651567934217,0.0030751159595676612,0.7482745,1.0804653632215866,0.07555997526214224,0.003390923441177767,1522.9753590047005,2.3747278807589494,35.37053439879135,2.3440762799577395,1.209136,1.1334839515666402,0.06757826259417743,0.00403083894649306,1431.4522859940969,2.254693970533527,31.066665074983487,2.35853436780962,1.322428,1.2681611336976693,0.008596769160215552,0.0001282917377504088,0.01864675519964977,0.0003276571451787155,12.117052280110329,-,13.264649377853987,-,3.9999999999999996,0.006158042652627263,0.7617016192099049,0.0993386402246681,-0.44300286055073335,0.019280657407701487,-0.37899898193790343,0.026715284994326117,0.17861838397753416,0.023694361022802646,-0.00023214668751153926,1.435628948798187e-05,2.462352549224735,0.006459371102694652,0.07665824413254956,0.01635686307959407,-0.027976876718336267,0.021268323668741117 diff --git a/docs/examples/transmission_ftir/FIGURES/RESULTS/AC4_OL49_021920_30x30_H2O_a.pdf b/docs/examples/transmission_ftir/FIGURES/RESULTS/AC4_OL49_021920_30x30_H2O_a.pdf index b5f127ce..4aa5f6bb 100644 Binary files a/docs/examples/transmission_ftir/FIGURES/RESULTS/AC4_OL49_021920_30x30_H2O_a.pdf and b/docs/examples/transmission_ftir/FIGURES/RESULTS/AC4_OL49_021920_30x30_H2O_a.pdf differ diff --git a/docs/examples/transmission_ftir/FIGURES/RESULTS/AC4_OL53_101220_256s_30x30_a.pdf b/docs/examples/transmission_ftir/FIGURES/RESULTS/AC4_OL53_101220_256s_30x30_a.pdf index 45865964..bfbcf8d3 100644 Binary files a/docs/examples/transmission_ftir/FIGURES/RESULTS/AC4_OL53_101220_256s_30x30_a.pdf and b/docs/examples/transmission_ftir/FIGURES/RESULTS/AC4_OL53_101220_256s_30x30_a.pdf differ diff --git a/docs/examples/transmission_ftir/FIGURES/RESULTS/STD_D1010_012821_256s_100x100_a.pdf b/docs/examples/transmission_ftir/FIGURES/RESULTS/STD_D1010_012821_256s_100x100_a.pdf index 535f5a80..103e5995 100644 Binary files a/docs/examples/transmission_ftir/FIGURES/RESULTS/STD_D1010_012821_256s_100x100_a.pdf and b/docs/examples/transmission_ftir/FIGURES/RESULTS/STD_D1010_012821_256s_100x100_a.pdf differ diff --git a/docs/examples/transmission_ftir/FINALDATA/DF.csv b/docs/examples/transmission_ftir/FINALDATA/DF.csv new file mode 100644 index 00000000..0ce902f1 --- /dev/null +++ b/docs/examples/transmission_ftir/FINALDATA/DF.csv @@ -0,0 +1,4 @@ +,PH_3550_M,PH_3550_STD,H2Ot_3550_MAX,BL_H2Ot_3550_MAX,H2Ot_3550_SAT,PH_1635_BP,PH_1635_STD,PH_1515_BP,PH_1515_STD,P_1515_BP,P_1515_STD,STD_1515_BP,STD_1515_STD,PH_1430_BP,PH_1430_STD,P_1430_BP,P_1430_STD,STD_1430_BP,STD_1430_STD,PH_5200_M,PH_5200_STD,PH_4500_M,PH_4500_STD,STN_P5200,ERR_5200,STN_P4500,ERR_4500,AVG_BL_BP,AVG_BL_STD,PC1_BP,PC1_STD,PC2_BP,PC2_STD,PC3_BP,PC3_STD,PC4_BP,PC4_STD,m_BP,m_STD,b_BP,b_STD,PH_1635_PC1_BP,PH_1635_PC1_STD,PH_1635_PC2_BP,PH_1635_PC2_STD 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new file mode 100644 index 00000000..7ea4047f --- /dev/null +++ b/docs/examples/transmission_ftir/FINALDATA/H2OCO2.csv @@ -0,0 +1,4 @@ +,H2Ot_MEAN,H2Ot_STD,H2Ot_3550_M,H2Ot_3550_STD,H2Ot_3550_SAT,H2Om_1635_BP,H2Om_1635_STD,CO2_MEAN,CO2_STD,CO2_1515_BP,CO2_1515_STD,CO2_1430_BP,CO2_1430_STD,H2Om_5200_M,H2Om_5200_STD,OH_4500_M,OH_4500_STD,PH_5200_STN,ERR_5200,PH_4500_STN,ERR_4500,Density,Density_Sat,Tau,Eta,epsilon_H2Ot_3550,sigma_epsilon_H2Ot_3550,epsilon_H2Om_1635,sigma_epsilon_H2Om_1635,epsilon_CO2,sigma_epsilon_CO2,epsilon_H2Om_5200,sigma_epsilon_H2Om_5200,epsilon_OH_4500,sigma_epsilon_OH_4500 +AC4_OL49_021920_30x30_H2O_a,2.5439299152226322,0.16074153519987022,2.421720703313204,0.1898497089387326,*,1.3001072020452495,0.18973770039057375,748.7150728480483,36.86296041163745,740.746431155663,50.96691096280393,758.5248143152104,53.304705321880185,1.8186979013958553,0.3503436272858915,1.2469504909955509,0.25981952600301483,12.195762674599015,-,8.157689580452923,-,2681.9628385342203,2678.669397675602,0.7059903032671602,,66.11116080287024,7.524312502968801,37.32210817976659,8.645058408560972,259.75418947786505,19.25788234453022,1.0094574306540989,0.3008237891400822,0.8611962780779154,0.2795414046836688 +AC4_OL53_101220_256s_30x30_a,4.038926750147803,0.4329778857990654,4.038926750147803,0.4329778857990654,-,1.4866476286944408,0.25712304172380684,727.6581699782867,61.169513420349816,747.4989226544318,84.94476407660733,707.8174173021414,88.04103897784796,1.698555731286261,0.3927119226483464,2.744234853836663,0.6701353551484185,6.90402676330999,-,5.527669572279575,-,2702.703564503572,2702.703564503572,0.6828948534384355,,64.46286878053799,7.401239521051048,34.452486205577344,8.504267139737374,296.3770385011226,17.091250588327085,0.9014740083073014,0.295851133072247,0.7796110934580489,0.2748942822302944 +STD_D1010_012821_256s_100x100_a,0.9042708707728374,0.09700172482486706,1.2019858961960292,0.08831258244944437,*,0.15354829136765832,0.025439049432648915,154.4793817143202,7.22022065767248,162.57157814343182,9.763315053653848,145.39846834272782,10.569338351866723,0.3036153792808971,0.07283603511320189,0.7478287694979827,0.19139654049405352,12.116667428210414,-,13.264652936348938,-,2795.316980458168,2804.2911559980203,0.6585005613973197,,62.72188008969184,7.272084174154002,31.421482392916758,8.35434699872907,315.7646211973788,15.879741615329216,0.7874178128288873,0.29053392101418585,0.6934377201483826,0.2699749007943789 diff --git a/docs/examples/transmission_ftir/H2OCO2.csv b/docs/examples/transmission_ftir/H2OCO2.csv deleted file mode 100644 index bb342f1c..00000000 --- a/docs/examples/transmission_ftir/H2OCO2.csv +++ /dev/null @@ -1,4 +0,0 @@ -,H2OT_MEAN,H2OT_STD,H2OT_3550_M,H2OT_3550_STD,H2OT_3550_SAT,H2Om_1635_BP,H2Om_1635_STD,CO2_MEAN,CO2_STD,CO2_1515_BP,CO2_1515_STD,CO2_1430_BP,CO2_1430_STD,H2Om_5200_M,H2Om_5200_STD,OH_4500_M,OH_4500_STD,PH_5200_S2N,ERR_5200,PH_4500_S2N,ERR_4500 -AC4_OL49_021920_30x30_H2O_a,2.5438927572482966,0.16066371152131603,2.4217192443758364,0.19003069050936253,*,1.3001067294274844,0.18947420342529653,738.2620888846135,36.85309380971218,730.4044446851221,50.99217213510469,747.9345992447494,53.393327041304694,1.8187214207422568,0.3504918601788849,1.2469128475173334,0.25984745915170226,12.1959313061391,-,8.157329839569867,- -AC4_OL53_101220_256s_30x30_a,4.03892743514451,0.43316937218059764,4.03892743514451,0.43316937218059764,-,1.4866476378795916,0.25729929803925,713.3372363302,60.72577605172125,732.787503648457,84.18122734142972,693.8869690119429,87.54427720659832,1.698587079229917,0.39284597214529066,2.744227582987645,0.6693107907833331,6.904155497543289,-,5.527653037742058,- -STD_D1010_012821_256s_100x100_a,0.9042701377020931,0.09709271350274387,1.201986330413133,0.08827137290092331,*,0.15354829038518766,0.025465792895573804,151.0575153021897,7.112620680243647,158.9704589518968,9.718068028155363,142.17775194469547,10.331722110746956,0.3036239046090641,0.07277859650907498,0.7478280284011607,0.19143364747730998,12.117052280110329,-,13.264649377853987,- diff --git a/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log b/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log index 69de85f1..b541625e 100644 --- a/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log +++ b/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log @@ -1,96 +1,96 @@ :::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: Multi-core Markov-chain Monte Carlo (mc3). - Version 3.1.2. - Copyright (c) 2015-2023 Patricio Cubillos and collaborators. + Version 3.1.3. + Copyright (c) 2015-2024 Patricio Cubillos and collaborators. mc3 is open-source software under the MIT license (see LICENSE). :::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: Least-squares best-fitting parameters: - [ 1.10404705e+00 -1.05049313e+00 9.37626605e-01 -9.34063279e-02 - 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429136e-01 - 1.51747427e+03 3.56110411e+01 1.06864326e-01 6.58349188e-01 - 1.12132097e-01 4.47459448e-02 -3.10092179e-04 1.23382528e+00] + [ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02 + 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01 + 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01 + 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00] -Start MCMC chains (Sat Sep 23 10:59:42 2023) +Start MCMC chains (Mon Feb 26 23:13:55 2024) -[: ] 10.0% completed (Sat Sep 23 10:59:49 2023) +[: ] 10.0% completed (Mon Feb 26 23:13:58 2024) Out-of-bound Trials: -[ 0 0 0 0 4612 0 0 15 0 0 19 0 0 0 - 0 0] +[ 0 0 0 0 12548 0 0 15 0 28 26 0 + 0 0 0 0] Best Parameters: (chisq=367.7173) -[ 1.10404705e+00 -1.05049313e+00 9.37626605e-01 -9.34063279e-02 - 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429136e-01 - 1.51747427e+03 3.56110411e+01 1.06864326e-01 6.58349188e-01 - 1.12132097e-01 4.47459448e-02 -3.10092179e-04 1.23382528e+00] +[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02 + 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01 + 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01 + 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00] -[:: ] 20.0% completed (Sat Sep 23 10:59:56 2023) +[:: ] 20.0% completed (Mon Feb 26 23:14:00 2024) Out-of-bound Trials: -[ 0 14 1 4 12417 0 14 17 0 1744 20 0 +[ 0 17 0 2 21871 0 7 17 0 1616 33 0 0 0 0 0] Best Parameters: (chisq=367.7173) -[ 1.10404705e+00 -1.05049313e+00 9.37626605e-01 -9.34063279e-02 - 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429136e-01 - 1.51747427e+03 3.56110411e+01 1.06864326e-01 6.58349188e-01 - 1.12132097e-01 4.47459448e-02 -3.10092179e-04 1.23382528e+00] +[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02 + 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01 + 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01 + 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00] -[::: ] 30.0% completed (Sat Sep 23 11:00:03 2023) +[::: ] 30.0% completed (Mon Feb 26 23:14:03 2024) Out-of-bound Trials: -[ 0 67 1 16 22237 0 40 17 0 4532 21 0 +[ 0 84 0 17 30998 0 30 19 0 4295 36 0 0 0 0 0] Best Parameters: (chisq=367.7173) -[ 1.10404705e+00 -1.05049313e+00 9.37626605e-01 -9.34063279e-02 - 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429136e-01 - 1.51747427e+03 3.56110411e+01 1.06864326e-01 6.58349188e-01 - 1.12132097e-01 4.47459448e-02 -3.10092179e-04 1.23382528e+00] +[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02 + 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01 + 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01 + 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00] Gelman-Rubin statistics for free parameters: -[1.02758701 1.03006589 1.01013986 1.0302875 1.02151683 1.01362119 - 1.0110036 1.0053534 1.00140709 1.01411657 1.01396704 1.00354952 - 1.01455366 1.01528475 1.02960866 1.03066041] +[1.02062473 1.0218914 1.01118612 1.02429868 1.01665364 1.02043213 + 1.03171651 1.00948773 1.02225562 1.01517295 1.0130768 1.00129114 + 1.01264427 1.01462605 1.02144802 1.02168841] -[:::: ] 40.0% completed (Sat Sep 23 11:00:09 2023) +[:::: ] 40.0% completed (Mon Feb 26 23:14:06 2024) Out-of-bound Trials: -[ 0 160 1 39 33385 1 89 19 0 7679 22 0 +[ 0 153 0 34 41597 0 59 19 0 7236 40 0 0 0 0 0] Best Parameters: (chisq=367.7173) -[ 1.10404705e+00 -1.05049313e+00 9.37626605e-01 -9.34063279e-02 - 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429136e-01 - 1.51747427e+03 3.56110411e+01 1.06864326e-01 6.58349188e-01 - 1.12132097e-01 4.47459448e-02 -3.10092179e-04 1.23382528e+00] +[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02 + 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01 + 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01 + 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00] Gelman-Rubin statistics for free parameters: -[1.00527488 1.00566509 1.00341777 1.00622378 1.00378564 1.00362925 - 1.00630397 1.00306528 1.00288694 1.00395637 1.00293476 1.00197907 - 1.00446479 1.00464186 1.00590275 1.00612135] +[1.00314703 1.00333475 1.00177094 1.0026649 1.00250092 1.00331417 + 1.00674926 1.00281222 1.00402321 1.00282594 1.00160261 1.00187803 + 1.00467392 1.00192639 1.00316731 1.00305075] All parameters converged to within 1% of unity. -[::::: ] 50.0% completed (Sat Sep 23 11:00:15 2023) +[::::: ] 50.0% completed (Mon Feb 26 23:14:09 2024) Out-of-bound Trials: -[ 0 216 1 63 45334 3 144 21 0 11271 27 0 +[ 0 257 0 56 53558 2 99 21 0 10479 45 0 0 0 0 0] Best Parameters: (chisq=367.7173) -[ 1.10404705e+00 -1.05049313e+00 9.37626605e-01 -9.34063279e-02 - 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429136e-01 - 1.51747427e+03 3.56110411e+01 1.06864326e-01 6.58349188e-01 - 1.12132097e-01 4.47459448e-02 -3.10092179e-04 1.23382528e+00] +[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02 + 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01 + 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01 + 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00] Gelman-Rubin statistics for free parameters: -[1.00268548 1.00294819 1.00238469 1.00267984 1.00061936 1.00236462 - 1.00208503 1.00269936 1.00242764 1.00203982 1.00139067 1.00107536 - 1.00141949 1.00245185 1.00298642 1.0030821 ] +[1.00099324 1.00107973 1.00141163 1.00065892 1.00163725 1.00162191 + 1.00480284 1.00176308 1.00162651 1.00186493 1.00142173 1.00160345 + 1.00290009 1.0015159 1.00099683 1.00094657] All parameters converged to within 1% of unity. -[:::::: ] 60.0% completed (Sat Sep 23 11:00:21 2023) +[:::::: ] 60.0% completed (Mon Feb 26 23:14:12 2024) Out-of-bound Trials: -[ 0 330 1 94 58057 4 221 22 0 14546 27 0 +[ 0 360 0 87 66036 10 160 23 1 13977 46 0 0 0 0 0] Best Parameters: (chisq=367.7173) -[ 1.10404705e+00 -1.05049313e+00 9.37626605e-01 -9.34063279e-02 - 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429136e-01 - 1.51747427e+03 3.56110411e+01 1.06864326e-01 6.58349188e-01 - 1.12132097e-01 4.47459448e-02 -3.10092179e-04 1.23382528e+00] +[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02 + 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01 + 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01 + 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00] Gelman-Rubin statistics for free parameters: -[1.00292304 1.00290511 1.00184638 1.00298012 1.00115232 1.00213002 - 1.00133658 1.00126697 1.0007134 1.00162299 1.00170958 1.00058701 - 1.00171359 1.00252559 1.00296456 1.00290198] +[1.00081408 1.00093558 1.00064732 1.00060529 1.0015677 1.00078646 + 1.0034406 1.00130847 1.00133346 1.00211987 1.00076428 1.0011728 + 1.00101474 1.00118053 1.00085404 1.00085925] All parameters converged to within 1% of unity. All parameters satisfy the GR convergence threshold of 1.01, stopping @@ -98,32 +98,32 @@ the MCMC. MCMC Summary: ------------- - Number of evaluated samples: 604860 + Number of evaluated samples: 606345 Number of parallel chains: 9 - Average iterations per chain: 67206 + Average iterations per chain: 67371 Burned-in iterations per chain: 20000 Thinning factor: 5 - MCMC sample size (thinned, burned): 84972 - Acceptance rate: 23.83% + MCMC sample size (thinned, burned): 85269 + Acceptance rate: 22.52% Parameter name best fit median 1sigma_low 1sigma_hi S/N --------------- ----------- ----------------------------------- --------- -B_mean 1.1040e+00 1.1313e+00 -3.3272e-02 3.8583e-02 29.8 -B_PC1 -1.0505e+00 -7.6971e-01 -3.5850e-01 4.0680e-01 2.7 -B_PC2 9.3763e-01 9.3474e-01 -2.0511e-02 2.0134e-02 46.4 -B_PC3 -9.3406e-02 -5.8661e-02 -5.5937e-02 6.0893e-02 1.6 -B_PC4 3.0000e-01 2.7975e-01 -2.8528e-02 1.4793e-02 13.0 -G1430_peak 1.4280e+03 1.4280e+03 -1.4333e+00 1.4682e+00 988.3 -G1430_std 2.8853e+01 2.8798e+01 -1.1792e+00 1.2538e+00 23.7 -G1430_amp 1.0943e-01 1.0865e-01 -4.0474e-03 4.0273e-03 27.2 -G1515_peak 1.5175e+03 1.5176e+03 -1.5526e+00 1.5446e+00 987.8 -G1515_std 3.5611e+01 3.5889e+01 -2.0729e+00 2.1202e+00 18.1 -G1515_amp 1.0686e-01 1.0685e-01 -3.5914e-03 3.4978e-03 30.2 -H1635_mean 6.5835e-01 6.5862e-01 -3.0742e-03 3.0234e-03 215.4 -H1635_PC1 1.1213e-01 1.1006e-01 -1.5937e-02 1.6761e-02 6.9 -H1635_PC2 4.4746e-02 4.3519e-02 -2.0578e-02 1.9659e-02 2.2 -m -3.1009e-04 -2.6229e-04 -6.0538e-05 6.9422e-05 4.6 -b 1.2338e+00 1.2196e+00 -2.1480e-02 1.9352e-02 58.8 +B_mean 1.1040e+00 1.1315e+00 -3.3148e-02 3.9604e-02 29.4 +B_PC1 -1.0505e+00 -7.6892e-01 -3.5885e-01 4.1934e-01 2.6 +B_PC2 9.3763e-01 9.3449e-01 -1.9754e-02 1.9845e-02 47.4 +B_PC3 -9.3406e-02 -5.9083e-02 -5.6778e-02 6.2597e-02 1.5 +B_PC4 3.0000e-01 2.7946e-01 -2.8316e-02 1.5065e-02 13.0 +G1430_peak 1.4280e+03 1.4280e+03 -1.4031e+00 1.4651e+00 1006.1 +G1430_std 2.8853e+01 2.8852e+01 -1.1451e+00 1.2263e+00 23.9 +G1430_amp 1.0943e-01 1.0868e-01 -4.0711e-03 4.0112e-03 27.4 +G1515_peak 1.5175e+03 1.5176e+03 -1.5339e+00 1.4976e+00 999.5 +G1515_std 3.5611e+01 3.5813e+01 -1.9839e+00 2.1114e+00 18.3 +G1515_amp 1.0686e-01 1.0678e-01 -3.7004e-03 3.6176e-03 29.5 +H1635_mean 6.5835e-01 6.5855e-01 -3.0640e-03 3.0457e-03 214.1 +H1635_PC1 1.1213e-01 1.0987e-01 -1.6370e-02 1.6183e-02 6.9 +H1635_PC2 4.4746e-02 4.4314e-02 -2.1486e-02 2.0034e-02 2.2 +m -3.1009e-04 -2.6197e-04 -6.0886e-05 7.0634e-05 4.6 +b 1.2338e+00 1.2196e+00 -2.2209e-02 1.9452e-02 57.9 Best-parameter's chi-squared: 366.4053 Best-parameter's -2*log(posterior): 367.7173 @@ -132,9 +132,9 @@ b 1.2338e+00 1.2196e+00 -2.1480e-02 1.9352e-02 58.8 Standard deviation of residuals: 0.00784075 For a detailed summary with all parameter posterior statistics see -/Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt +/Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt Output sampler files: - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.npz - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.npz + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log diff --git a/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log b/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log index 8169a8f3..972bee55 100644 --- a/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log +++ b/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log @@ -1,95 +1,95 @@ :::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: Multi-core Markov-chain Monte Carlo (mc3). - Version 3.1.2. - Copyright (c) 2015-2023 Patricio Cubillos and collaborators. + Version 3.1.3. + Copyright (c) 2015-2024 Patricio Cubillos and collaborators. mc3 is open-source software under the MIT license (see LICENSE). :::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: Least-squares best-fitting parameters: - [ 5.11735236e-01 -2.96327877e+00 2.75707715e-01 -5.06637046e-01 - 2.26248986e-01 1.42725865e+03 3.43512091e+01 5.02432187e-02 - 1.51923346e+03 3.24143045e+01 5.30599427e-02 2.99675069e-01 - -5.25464614e-02 4.67980624e-02 -4.44873222e-04 7.21255305e-01] + [ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01 + 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02 + 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01 + -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01] -Start MCMC chains (Sat Sep 23 11:00:45 2023) +Start MCMC chains (Mon Feb 26 23:14:40 2024) -[: ] 10.0% completed (Sat Sep 23 11:00:52 2023) +[: ] 10.0% completed (Mon Feb 26 23:14:43 2024) Out-of-bound Trials: -[ 0 18551 0 26 0 2 0 352 4 0 82 1 - 0 0 0 0] +[ 0 684 0 365 56 3 0 153 0 0 310 1 0 0 0 0] Best Parameters: (chisq=49.7843) -[ 5.11735236e-01 -2.96327877e+00 2.75707715e-01 -5.06637046e-01 - 2.26248986e-01 1.42725865e+03 3.43512091e+01 5.02432187e-02 - 1.51923346e+03 3.24143045e+01 5.30599427e-02 2.99675069e-01 - -5.25464614e-02 4.67980624e-02 -4.44873222e-04 7.21255305e-01] +[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01 + 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02 + 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01 + -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01] -[:: ] 20.0% completed (Sat Sep 23 11:00:59 2023) +[:: ] 20.0% completed (Mon Feb 26 23:14:46 2024) Out-of-bound Trials: -[ 1 23222 0 240 150 101 1322 372 14 1027 86 1 - 0 0 0 0] +[ 0 3415 0 538 408 110 1741 167 19 454 330 1 0 0 + 0 0] Best Parameters: (chisq=49.7843) -[ 5.11735236e-01 -2.96327877e+00 2.75707715e-01 -5.06637046e-01 - 2.26248986e-01 1.42725865e+03 3.43512091e+01 5.02432187e-02 - 1.51923346e+03 3.24143045e+01 5.30599427e-02 2.99675069e-01 - -5.25464614e-02 4.67980624e-02 -4.44873222e-04 7.21255305e-01] +[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01 + 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02 + 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01 + -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01] -[::: ] 30.0% completed (Sat Sep 23 11:01:07 2023) +[::: ] 30.0% completed (Mon Feb 26 23:14:49 2024) Out-of-bound Trials: -[ 3 31661 0 916 755 234 3874 383 42 2559 90 2 - 0 0 0 0] +[ 1 9583 0 1010 988 283 4465 189 65 1983 352 1 0 0 + 0 0] Best Parameters: (chisq=49.7843) -[ 5.11735236e-01 -2.96327877e+00 2.75707715e-01 -5.06637046e-01 - 2.26248986e-01 1.42725865e+03 3.43512091e+01 5.02432187e-02 - 1.51923346e+03 3.24143045e+01 5.30599427e-02 2.99675069e-01 - -5.25464614e-02 4.67980624e-02 -4.44873222e-04 7.21255305e-01] +[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01 + 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02 + 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01 + -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01] Gelman-Rubin statistics for free parameters: -[1.0331394 1.03454814 1.00977936 1.02099123 1.02667308 1.019098 - 1.026297 1.00112975 1.00917225 1.01897136 1.00705804 1.00581763 - 1.00958724 1.01509338 1.03437309 1.03342544] +[1.02928223 1.03071892 1.01448673 1.02598308 1.03142111 1.02938708 + 1.02736575 1.00978416 1.00690636 1.04512215 1.00678422 1.0062059 + 1.00912016 1.01423794 1.02874914 1.02870481] -[:::: ] 40.0% completed (Sat Sep 23 11:01:14 2023) +[:::: ] 40.0% completed (Mon Feb 26 23:14:51 2024) Out-of-bound Trials: -[ 10 41599 0 1677 1443 435 7029 397 80 4221 99 2 +[ 3 17775 0 1583 1789 506 8103 201 101 3931 371 1 0 0 0 0] Best Parameters: (chisq=49.7843) -[ 5.11735236e-01 -2.96327877e+00 2.75707715e-01 -5.06637046e-01 - 2.26248986e-01 1.42725865e+03 3.43512091e+01 5.02432187e-02 - 1.51923346e+03 3.24143045e+01 5.30599427e-02 2.99675069e-01 - -5.25464614e-02 4.67980624e-02 -4.44873222e-04 7.21255305e-01] +[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01 + 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02 + 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01 + -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01] Gelman-Rubin statistics for free parameters: -[1.01115427 1.01212427 1.00163074 1.01074558 1.00498583 1.0035084 - 1.01366423 1.00096845 1.002415 1.00462555 1.00209489 1.00082206 - 1.00078257 1.00207599 1.01186969 1.01226642] +[1.00454862 1.00450433 1.00359418 1.00419232 1.00347071 1.00388642 + 1.00744758 1.00205548 1.00299493 1.00610695 1.00302915 1.00350184 + 1.00401459 1.00278431 1.0045196 1.00448065] +All parameters converged to within 1% of unity. -[::::: ] 50.0% completed (Sat Sep 23 11:01:21 2023) +[::::: ] 50.0% completed (Mon Feb 26 23:14:55 2024) Out-of-bound Trials: -[ 11 52210 0 2587 2253 669 10543 415 114 6160 105 2 +[ 10 27095 0 2210 2667 691 11977 214 140 5740 381 1 0 0 0 0] Best Parameters: (chisq=49.7843) -[ 5.11735236e-01 -2.96327877e+00 2.75707715e-01 -5.06637046e-01 - 2.26248986e-01 1.42725865e+03 3.43512091e+01 5.02432187e-02 - 1.51923346e+03 3.24143045e+01 5.30599427e-02 2.99675069e-01 - -5.25464614e-02 4.67980624e-02 -4.44873222e-04 7.21255305e-01] +[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01 + 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02 + 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01 + -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01] Gelman-Rubin statistics for free parameters: -[1.00274988 1.00297377 1.00189966 1.00290737 1.00196551 1.0014147 - 1.0043706 1.00178592 1.00120418 1.00275346 1.00105156 1.00155051 - 1.00069121 1.00211739 1.00292017 1.00299406] +[1.00188916 1.00189079 1.00352467 1.00224786 1.00201096 1.00257685 + 1.00409627 1.00040005 1.0006055 1.0017267 1.00188552 1.00221275 + 1.00273694 1.00191109 1.00177543 1.00177611] All parameters converged to within 1% of unity. -[:::::: ] 60.0% completed (Sat Sep 23 11:01:28 2023) +[:::::: ] 60.0% completed (Mon Feb 26 23:14:58 2024) Out-of-bound Trials: -[ 15 63110 0 3484 3254 874 14418 431 174 8392 113 2 +[ 14 36579 0 2908 3492 910 15808 229 180 7935 390 1 0 0 0 0] Best Parameters: (chisq=49.7843) -[ 5.11735236e-01 -2.96327877e+00 2.75707715e-01 -5.06637046e-01 - 2.26248986e-01 1.42725865e+03 3.43512091e+01 5.02432187e-02 - 1.51923346e+03 3.24143045e+01 5.30599427e-02 2.99675069e-01 - -5.25464614e-02 4.67980624e-02 -4.44873222e-04 7.21255305e-01] +[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01 + 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02 + 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01 + -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01] Gelman-Rubin statistics for free parameters: -[1.00136932 1.00146962 1.00158353 1.00134223 1.00130049 1.00112265 - 1.00297882 1.00130396 1.00030204 1.00295048 1.00121805 1.00153511 - 1.00116868 1.00163784 1.0014347 1.00144199] +[1.00049477 1.00056065 1.00193161 1.00085597 1.00106705 1.00238148 + 1.00314648 1.00047687 1.00119339 1.0012313 1.00131779 1.00159107 + 1.00128514 1.00072435 1.00048802 1.00054948] All parameters converged to within 1% of unity. All parameters satisfy the GR convergence threshold of 1.01, stopping @@ -97,32 +97,32 @@ the MCMC. MCMC Summary: ------------- - Number of evaluated samples: 604670 + Number of evaluated samples: 606795 Number of parallel chains: 9 - Average iterations per chain: 67185 + Average iterations per chain: 67421 Burned-in iterations per chain: 20000 Thinning factor: 5 - MCMC sample size (thinned, burned): 84934 - Acceptance rate: 23.91% + MCMC sample size (thinned, burned): 85359 + Acceptance rate: 23.97% Parameter name best fit median 1sigma_low 1sigma_hi S/N --------------- ----------- ----------------------------------- --------- -B_mean 5.1174e-01 5.5602e-01 -3.3889e-02 5.3078e-02 11.7 -B_PC1 -2.9633e+00 -2.5085e+00 -3.4928e-01 5.5367e-01 6.6 -B_PC2 2.7571e-01 2.6984e-01 -2.1082e-02 2.0490e-02 13.4 -B_PC3 -5.0664e-01 -4.4857e-01 -4.8410e-02 7.2774e-02 8.2 -B_PC4 2.2625e-01 1.8934e-01 -4.6524e-02 3.8298e-02 5.3 -G1430_peak 1.4273e+03 1.4271e+03 -3.0366e+00 3.1965e+00 458.0 -G1430_std 3.4351e+01 3.4442e+01 -3.0058e+00 2.9100e+00 12.3 -G1430_amp 5.0243e-02 4.9892e-02 -4.3164e-03 4.5145e-03 11.5 -G1515_peak 1.5192e+03 1.5195e+03 -2.7836e+00 2.6822e+00 550.3 -G1515_std 3.2414e+01 3.3084e+01 -2.7336e+00 3.0069e+00 11.8 -G1515_amp 5.3060e-02 5.3340e-02 -3.7498e-03 3.7488e-03 14.2 -H1635_mean 2.9968e-01 3.0016e-01 -3.0700e-03 3.0477e-03 96.7 -H1635_PC1 -5.2546e-02 -5.5400e-02 -1.6189e-02 1.6408e-02 3.2 -H1635_PC2 4.6798e-02 4.6252e-02 -1.8050e-02 1.7189e-02 2.6 -m -4.4487e-04 -3.6764e-04 -5.9283e-05 9.4660e-05 5.8 -b 7.2126e-01 6.9815e-01 -2.8336e-02 1.7699e-02 31.2 +B_mean 5.1174e-01 5.5583e-01 -3.3859e-02 5.3519e-02 11.7 +B_PC1 -2.9633e+00 -2.5050e+00 -3.5325e-01 5.4571e-01 6.6 +B_PC2 2.7571e-01 2.6988e-01 -2.0602e-02 2.0370e-02 13.5 +B_PC3 -5.0664e-01 -4.4793e-01 -4.9190e-02 7.2510e-02 8.3 +B_PC4 2.2625e-01 1.8952e-01 -4.5871e-02 3.7705e-02 5.4 +G1430_peak 1.4273e+03 1.4271e+03 -3.1170e+00 3.0818e+00 458.5 +G1430_std 3.4351e+01 3.4426e+01 -3.0457e+00 2.9746e+00 12.2 +G1430_amp 5.0243e-02 4.9915e-02 -4.2661e-03 4.3025e-03 11.7 +G1515_peak 1.5192e+03 1.5194e+03 -2.8161e+00 2.7561e+00 541.3 +G1515_std 3.2414e+01 3.3066e+01 -2.7251e+00 3.0765e+00 11.6 +G1515_amp 5.3060e-02 5.3347e-02 -3.7046e-03 3.6608e-03 14.4 +H1635_mean 2.9968e-01 3.0020e-01 -3.1322e-03 3.0275e-03 97.9 +H1635_PC1 -5.2546e-02 -5.4786e-02 -1.6592e-02 1.6393e-02 3.2 +H1635_PC2 4.6798e-02 4.6141e-02 -1.8045e-02 1.7245e-02 2.7 +m -4.4487e-04 -3.6707e-04 -5.9917e-05 9.2727e-05 5.8 +b 7.2126e-01 6.9786e-01 -2.7804e-02 1.8138e-02 31.3 Best-parameter's chi-squared: 48.7939 Best-parameter's -2*log(posterior): 49.7843 @@ -131,9 +131,9 @@ b 7.2126e-01 6.9815e-01 -2.8336e-02 1.7699e-02 31.2 Standard deviation of residuals: 0.00286127 For a detailed summary with all parameter posterior statistics see -/Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt +/Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt Output sampler files: - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.npz - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.npz + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log diff --git a/docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log b/docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log index a3e920e3..cae6dbdf 100644 --- a/docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log +++ b/docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log @@ -1,96 +1,96 @@ :::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: Multi-core Markov-chain Monte Carlo (mc3). - Version 3.1.2. - Copyright (c) 2015-2023 Patricio Cubillos and collaborators. + Version 3.1.3. + Copyright (c) 2015-2024 Patricio Cubillos and collaborators. mc3 is open-source software under the MIT license (see LICENSE). :::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::: Least-squares best-fitting parameters: - [ 4.00000000e+00 7.61701619e-01 -4.43002861e-01 -3.78998982e-01 - 1.78618384e-01 1.43145229e+03 3.10666651e+01 6.75782626e-02 - 1.52297536e+03 3.53705344e+01 7.55599753e-02 1.73486516e-01 - 7.66582441e-02 -2.79768767e-02 -2.32146688e-04 2.46235255e+00] + [ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01 + 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02 + 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01 + 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00] -Start MCMC chains (Sat Sep 23 11:01:54 2023) +Start MCMC chains (Mon Feb 26 23:15:25 2024) -[: ] 10.0% completed (Sat Sep 23 11:02:01 2023) +[: ] 10.0% completed (Mon Feb 26 23:15:28 2024) Out-of-bound Trials: -[20054 0 0 44 20 1 6 101 6 0 72 17 - 0 0 0 0] +[19093 0 0 54 74 7 94 109 42 1330 92 22 + 0 0 0 2] Best Parameters: (chisq=1772.7011) -[ 4.00000000e+00 7.61701619e-01 -4.43002861e-01 -3.78998982e-01 - 1.78618384e-01 1.43145229e+03 3.10666651e+01 6.75782626e-02 - 1.52297536e+03 3.53705344e+01 7.55599753e-02 1.73486516e-01 - 7.66582441e-02 -2.79768767e-02 -2.32146688e-04 2.46235255e+00] +[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01 + 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02 + 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01 + 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00] -[:: ] 20.0% completed (Sat Sep 23 11:02:08 2023) +[:: ] 20.0% completed (Mon Feb 26 23:15:30 2024) Out-of-bound Trials: -[35608 0 0 87 67 2 50 120 23 29 81 22 - 0 0 0 0] +[35191 1 0 114 224 31 491 124 100 5696 105 26 + 0 0 0 2] Best Parameters: (chisq=1772.7011) -[ 4.00000000e+00 7.61701619e-01 -4.43002861e-01 -3.78998982e-01 - 1.78618384e-01 1.43145229e+03 3.10666651e+01 6.75782626e-02 - 1.52297536e+03 3.53705344e+01 7.55599753e-02 1.73486516e-01 - 7.66582441e-02 -2.79768767e-02 -2.32146688e-04 2.46235255e+00] +[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01 + 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02 + 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01 + 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00] -[::: ] 30.0% completed (Sat Sep 23 11:02:15 2023) +[::: ] 30.0% completed (Mon Feb 26 23:15:33 2024) Out-of-bound Trials: -[49957 0 0 113 171 16 361 127 71 2089 84 24 - 0 0 0 0] +[50731 1 0 163 380 69 1076 133 184 10726 108 26 + 0 0 0 2] Best Parameters: (chisq=1772.7011) -[ 4.00000000e+00 7.61701619e-01 -4.43002861e-01 -3.78998982e-01 - 1.78618384e-01 1.43145229e+03 3.10666651e+01 6.75782626e-02 - 1.52297536e+03 3.53705344e+01 7.55599753e-02 1.73486516e-01 - 7.66582441e-02 -2.79768767e-02 -2.32146688e-04 2.46235255e+00] +[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01 + 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02 + 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01 + 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00] Gelman-Rubin statistics for free parameters: -[1.00837284 1.00468118 1.00566582 1.01259324 1.02649752 1.01680349 - 1.0162433 1.02308003 1.01211999 1.0274273 1.01395626 1.00249493 - 1.0016592 1.00944999 1.00428025 1.00423129] +[1.01546035 1.00862648 1.01497395 1.01164114 1.00680852 1.00536214 + 1.00190057 1.00410812 1.00188736 1.00881697 1.00721386 1.00754518 + 1.0040592 1.0095593 1.01002339 1.00968503] -[:::: ] 40.0% completed (Sat Sep 23 11:02:21 2023) +[:::: ] 40.0% completed (Mon Feb 26 23:15:36 2024) Out-of-bound Trials: -[65068 1 0 151 279 40 744 132 132 5942 85 25 - 0 0 0 0] +[66116 3 0 213 556 104 1768 140 287 15880 111 27 + 0 0 0 2] Best Parameters: (chisq=1772.7011) -[ 4.00000000e+00 7.61701619e-01 -4.43002861e-01 -3.78998982e-01 - 1.78618384e-01 1.43145229e+03 3.10666651e+01 6.75782626e-02 - 1.52297536e+03 3.53705344e+01 7.55599753e-02 1.73486516e-01 - 7.66582441e-02 -2.79768767e-02 -2.32146688e-04 2.46235255e+00] +[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01 + 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02 + 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01 + 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00] Gelman-Rubin statistics for free parameters: -[1.00235187 1.00272771 1.00046184 1.00407381 1.00926483 1.0030351 - 1.00783818 1.00650083 1.00416929 1.00411072 1.00185228 1.00081555 - 1.00069837 1.00196534 1.00160955 1.00206071] +[1.00781705 1.00718522 1.00312985 1.00542246 1.00215056 1.00293997 + 1.0048039 1.00239916 1.00334896 1.00306524 1.00516903 1.00455872 + 1.00130712 1.00124875 1.00866592 1.00790952] All parameters converged to within 1% of unity. -[::::: ] 50.0% completed (Sat Sep 23 11:02:30 2023) +[::::: ] 50.0% completed (Mon Feb 26 23:15:39 2024) Out-of-bound Trials: -[80325 3 0 204 401 74 1157 145 205 10161 87 26 - 0 0 0 0] +[81523 5 0 287 718 149 2414 147 378 20922 116 28 + 0 0 0 3] Best Parameters: (chisq=1772.7011) -[ 4.00000000e+00 7.61701619e-01 -4.43002861e-01 -3.78998982e-01 - 1.78618384e-01 1.43145229e+03 3.10666651e+01 6.75782626e-02 - 1.52297536e+03 3.53705344e+01 7.55599753e-02 1.73486516e-01 - 7.66582441e-02 -2.79768767e-02 -2.32146688e-04 2.46235255e+00] +[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01 + 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02 + 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01 + 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00] Gelman-Rubin statistics for free parameters: -[1.00241734 1.00095907 1.00064742 1.0019688 1.00751344 1.00155616 - 1.00590603 1.00595566 1.00408932 1.00251899 1.00173514 1.00066281 - 1.00099891 1.00147261 1.00059378 1.00064195] +[1.00378904 1.00298924 1.00116113 1.00293265 1.00239662 1.00072207 + 1.00081328 1.00239007 1.00094895 1.00203331 1.00254787 1.00229325 + 1.00046854 1.00125237 1.00336467 1.00296366] All parameters converged to within 1% of unity. -[:::::: ] 60.0% completed (Sat Sep 23 11:02:39 2023) +[:::::: ] 60.0% completed (Mon Feb 26 23:15:42 2024) Out-of-bound Trials: -[95365 3 1 253 554 101 1718 155 294 14391 92 28 - 0 0 0 0] +[96145 7 0 351 903 204 3173 153 460 26313 121 31 + 0 0 0 3] Best Parameters: (chisq=1772.7011) -[ 4.00000000e+00 7.61701619e-01 -4.43002861e-01 -3.78998982e-01 - 1.78618384e-01 1.43145229e+03 3.10666651e+01 6.75782626e-02 - 1.52297536e+03 3.53705344e+01 7.55599753e-02 1.73486516e-01 - 7.66582441e-02 -2.79768767e-02 -2.32146688e-04 2.46235255e+00] +[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01 + 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02 + 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01 + 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00] Gelman-Rubin statistics for free parameters: -[1.00336399 1.00156652 1.00019826 1.00097954 1.00383614 1.00154828 - 1.00150362 1.00233212 1.00133135 1.00128961 1.00098111 1.00043188 - 1.00075433 1.00102829 1.00144164 1.00081972] +[1.0027073 1.00225254 1.00121991 1.00231563 1.0014943 1.00054318 + 1.00094979 1.00163839 1.0006375 1.00134543 1.00126139 1.00173127 + 1.0005226 1.00092404 1.00242881 1.00232015] All parameters converged to within 1% of unity. All parameters satisfy the GR convergence threshold of 1.01, stopping @@ -98,32 +98,32 @@ the MCMC. MCMC Summary: ------------- - Number of evaluated samples: 604310 + Number of evaluated samples: 606540 Number of parallel chains: 9 - Average iterations per chain: 67145 + Average iterations per chain: 67393 Burned-in iterations per chain: 20000 Thinning factor: 5 - MCMC sample size (thinned, burned): 84862 - Acceptance rate: 20.66% + MCMC sample size (thinned, burned): 85308 + Acceptance rate: 20.09% Parameter name best fit median 1sigma_low 1sigma_hi S/N --------------- ----------- ----------------------------------- --------- -B_mean 4.0000e+00 3.9956e+00 -7.2386e-03 3.2846e-03 649.6 -B_PC1 7.6170e-01 7.0442e-01 -1.0035e-01 9.0532e-02 7.7 -B_PC2 -4.4300e-01 -4.4216e-01 -1.9455e-02 1.9055e-02 23.0 -B_PC3 -3.7900e-01 -3.8707e-01 -2.6904e-02 2.7093e-02 14.2 -B_PC4 1.7862e-01 1.8403e-01 -2.2563e-02 2.4223e-02 7.5 -G1430_peak 1.4315e+03 1.4316e+03 -2.1456e+00 2.3127e+00 634.9 -G1430_std 3.1067e+01 3.1350e+01 -2.2564e+00 2.4540e+00 13.2 -G1430_amp 6.7578e-02 6.7431e-02 -3.9488e-03 4.0386e-03 16.8 -G1515_peak 1.5230e+03 1.5233e+03 -2.2911e+00 2.4630e+00 641.3 -G1515_std 3.5371e+01 3.5564e+01 -2.4867e+00 2.4977e+00 15.1 -G1515_amp 7.5560e-02 7.5170e-02 -3.4146e-03 3.3721e-03 22.3 -H1635_mean 1.7349e-01 1.7336e-01 -3.1376e-03 2.9724e-03 56.4 -H1635_PC1 7.6658e-02 7.8227e-02 -1.6552e-02 1.6291e-02 4.7 -H1635_PC2 -2.7977e-02 -3.0304e-02 -2.1832e-02 2.0880e-02 1.3 -m -2.3215e-04 -2.4152e-04 -1.4502e-05 1.2273e-05 16.2 -b 2.4624e+00 2.4653e+00 -6.2171e-03 6.5585e-03 381.2 +B_mean 4.0000e+00 3.9957e+00 -7.2262e-03 3.2357e-03 642.7 +B_PC1 7.6170e-01 7.0307e-01 -1.0176e-01 9.0427e-02 7.5 +B_PC2 -4.4300e-01 -4.4225e-01 -1.9258e-02 1.9303e-02 22.9 +B_PC3 -3.7900e-01 -3.8793e-01 -2.6695e-02 2.6980e-02 14.0 +B_PC4 1.7862e-01 1.8413e-01 -2.2940e-02 2.4711e-02 7.5 +G1430_peak 1.4315e+03 1.4315e+03 -2.1382e+00 2.4247e+00 624.1 +G1430_std 3.1067e+01 3.1386e+01 -2.2715e+00 2.5696e+00 12.7 +G1430_amp 6.7578e-02 6.7312e-02 -3.9727e-03 4.1737e-03 16.6 +G1515_peak 1.5230e+03 1.5234e+03 -2.3362e+00 2.4167e+00 635.1 +G1515_std 3.5371e+01 3.5662e+01 -2.6691e+00 2.5378e+00 14.5 +G1515_amp 7.5560e-02 7.5148e-02 -3.3333e-03 3.3565e-03 22.6 +H1635_mean 1.7349e-01 1.7323e-01 -3.0519e-03 3.0813e-03 56.8 +H1635_PC1 7.6658e-02 7.8179e-02 -1.6735e-02 1.6613e-02 4.7 +H1635_PC2 -2.7977e-02 -3.0890e-02 -2.2049e-02 2.1609e-02 1.3 +m -2.3215e-04 -2.4138e-04 -1.4988e-05 1.1906e-05 15.8 +b 2.4624e+00 2.4654e+00 -6.2362e-03 6.5930e-03 373.4 Best-parameter's chi-squared: 1771.5019 Best-parameter's -2*log(posterior): 1772.7011 @@ -132,9 +132,9 @@ b 2.4624e+00 2.4653e+00 -6.2171e-03 6.5585e-03 381.2 Standard deviation of residuals: 0.0172404 For a detailed summary with all parameter posterior statistics see -/Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt +/Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt Output sampler files: - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a.npz - /Users/sarahcshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a.npz + /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log diff --git a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.npz b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.npz index 566fe683..25f14c6d 100644 Binary files a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.npz and b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.npz differ diff --git a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt index 12aafe58..060dcd52 100644 --- a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt +++ b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt @@ -2,152 +2,152 @@ Summary of posterior statistics: Parameter estimates: Median Mean Max-posterior Mode Parameter - 1.1312615e+00 1.1341086e+00 1.1040470e+00 1.1273989e+00 B_mean --7.6971015e-01 -7.4229375e-01 -1.0504931e+00 -7.9339637e-01 B_PC1 - 9.3474305e-01 9.3463438e-01 9.3762661e-01 9.3843078e-01 B_PC2 --5.8661484e-02 -5.6394904e-02 -9.3406328e-02 -6.0238088e-02 B_PC3 - 2.7975307e-01 2.7350553e-01 3.0000000e-01 2.9335249e-01 B_PC4 - 1.4279746e+03 1.4279965e+03 1.4279922e+03 1.4280344e+03 G1430_peak - 2.8797820e+01 2.8838643e+01 2.8853320e+01 2.8698270e+01 G1430_std - 1.0864800e-01 1.0863858e-01 1.0942914e-01 1.0889142e-01 G1430_amp - 1.5175858e+03 1.5175772e+03 1.5174743e+03 1.5175989e+03 G1515_peak - 3.5888771e+01 3.5883545e+01 3.5611041e+01 3.5835909e+01 G1515_std - 1.0684642e-01 1.0682782e-01 1.0686433e-01 1.0725752e-01 G1515_amp - 6.5862106e-01 6.5861276e-01 6.5834919e-01 6.5847198e-01 H1635_mean - 1.1006254e-01 1.1030862e-01 1.1213210e-01 1.0627922e-01 H1635_PC1 - 4.3519402e-02 4.3264924e-02 4.4745945e-02 4.5065905e-02 H1635_PC2 --2.6228605e-04 -2.5770726e-04 -3.1009218e-04 -2.6859585e-04 m - 1.2195531e+00 1.2183500e+00 1.2338253e+00 1.2230514e+00 b + 1.1315313e+00 1.1346343e+00 1.1040470e+00 1.1245893e+00 B_mean +-7.6891725e-01 -7.3901850e-01 -1.0504933e+00 -8.3813226e-01 B_PC1 + 9.3449192e-01 9.3441320e-01 9.3762661e-01 9.3568756e-01 B_PC2 +-5.9082704e-02 -5.6120027e-02 -9.3406363e-02 -7.2128815e-02 B_PC3 + 2.7945739e-01 2.7333305e-01 3.0000000e-01 2.9335079e-01 B_PC4 + 1.4280037e+03 1.4280343e+03 1.4279922e+03 1.4278507e+03 G1430_peak + 2.8851976e+01 2.8899238e+01 2.8853320e+01 2.8653737e+01 G1430_std + 1.0868379e-01 1.0867422e-01 1.0942914e-01 1.0866894e-01 G1430_amp + 1.5176022e+03 1.5176052e+03 1.5174743e+03 1.5174328e+03 G1515_peak + 3.5813441e+01 3.5841040e+01 3.5611038e+01 3.5584356e+01 G1515_std + 1.0678297e-01 1.0676312e-01 1.0686433e-01 1.0704957e-01 G1515_amp + 6.5855158e-01 6.5854612e-01 6.5834919e-01 6.5849148e-01 H1635_mean + 1.0987200e-01 1.0980432e-01 1.1213209e-01 1.1006628e-01 H1635_PC1 + 4.4314184e-02 4.3794704e-02 4.4745957e-02 4.7543879e-02 H1635_PC2 +-2.6197446e-04 -2.5693350e-04 -3.1009222e-04 -2.7847019e-04 m + 1.2195703e+00 1.2181896e+00 1.2338253e+00 1.2248536e+00 b Std_deviation Parameter - 3.7062114e-02 B_mean - 3.9393738e-01 B_PC1 - 2.0213306e-02 B_PC2 - 5.9287830e-02 B_PC3 - 2.3043209e-02 B_PC4 - 1.4448643e+00 G1430_peak - 1.2162066e+00 G1430_std - 4.0247397e-03 G1430_amp - 1.5362417e+00 G1515_peak - 1.9726351e+00 G1515_std - 3.5385520e-03 G1515_amp - 3.0559226e-03 H1635_mean - 1.6367578e-02 H1635_PC1 - 2.0154466e-02 H1635_PC2 - 6.6737217e-05 m - 2.0987716e-02 b + 3.7503999e-02 B_mean + 3.9945852e-01 B_PC1 + 1.9781423e-02 B_PC2 + 6.0457708e-02 B_PC3 + 2.3016725e-02 B_PC4 + 1.4193664e+00 G1430_peak + 1.2055094e+00 G1430_std + 3.9982984e-03 G1430_amp + 1.5182396e+00 G1515_peak + 1.9426495e+00 G1515_std + 3.6176842e-03 G1515_amp + 3.0749126e-03 H1635_mean + 1.6193177e-02 H1635_PC1 + 2.0451733e-02 H1635_PC2 + 6.7648994e-05 m + 2.1301725e-02 b Central quintile credible intervals: 2sigma_low 1sigma_low 1sigma_up 2sigma_up Parameter - 1.0682970e+00 1.0979892e+00 1.1698444e+00 1.2183340e+00 B_mean --1.4562034e+00 -1.1282135e+00 -3.6290853e-01 1.4286657e-01 B_PC1 - 8.9421776e-01 9.1423226e-01 9.5487731e-01 9.7490949e-01 B_PC2 --1.6919698e-01 -1.1459828e-01 2.2312578e-03 6.7265786e-02 B_PC3 - 2.1350933e-01 2.5122494e-01 2.9454632e-01 2.9923783e-01 B_PC4 - 1.4251965e+03 1.4265413e+03 1.4294427e+03 1.4309371e+03 G1430_peak - 2.6494186e+01 2.7618615e+01 3.0051606e+01 3.1366919e+01 G1430_std - 1.0058249e-01 1.0460057e-01 1.1267529e-01 1.1665124e-01 G1430_amp - 1.5144502e+03 1.5160332e+03 1.5191304e+03 1.5205853e+03 G1515_peak - 3.2023446e+01 3.3815877e+01 3.8008992e+01 3.9546496e+01 G1515_std - 9.9826625e-02 1.0325503e-01 1.1034422e-01 1.1399433e-01 G1515_amp - 6.5250302e-01 6.5554685e-01 6.6164450e-01 6.6474021e-01 H1635_mean - 7.7802827e-02 9.4125797e-02 1.2682353e-01 1.4374875e-01 H1635_PC1 - 2.4753596e-03 2.2941155e-02 6.3178064e-02 8.3032975e-02 H1635_PC2 --3.7689551e-04 -3.2282385e-04 -1.9286429e-04 -1.0679358e-04 m - 1.1719883e+00 1.1980732e+00 1.2389048e+00 1.2567209e+00 b + 1.0686005e+00 1.0983833e+00 1.1711357e+00 1.2207828e+00 B_mean +-1.4484106e+00 -1.1277646e+00 -3.4958182e-01 1.5902815e-01 B_PC1 + 8.9475536e-01 9.1473820e-01 9.5433727e-01 9.7380361e-01 B_PC2 +-1.6794727e-01 -1.1586085e-01 3.5142452e-03 7.2131384e-02 B_PC3 + 2.1358012e-01 2.5114137e-01 2.9452228e-01 2.9925473e-01 B_PC4 + 1.4252876e+03 1.4266006e+03 1.4294688e+03 1.4309869e+03 G1430_peak + 2.6564352e+01 2.7706895e+01 3.0078253e+01 3.1439588e+01 G1430_std + 1.0073587e-01 1.0461273e-01 1.1269495e-01 1.1668872e-01 G1430_amp + 1.5145647e+03 1.5160683e+03 1.5190998e+03 1.5206880e+03 G1515_peak + 3.1990442e+01 3.3829576e+01 3.7924820e+01 3.9501562e+01 G1515_std + 9.9537662e-02 1.0308262e-01 1.1040058e-01 1.1398581e-01 G1515_amp + 6.5240093e-01 6.5548763e-01 6.6159728e-01 6.6475300e-01 H1635_mean + 7.7182458e-02 9.3501816e-02 1.2605501e-01 1.4207630e-01 H1635_PC1 + 2.8720724e-03 2.2828425e-02 6.4347892e-02 8.3771694e-02 H1635_PC2 +-3.7735387e-04 -3.2286056e-04 -1.9134073e-04 -1.0417445e-04 m + 1.1708088e+00 1.1973614e+00 1.2390219e+00 1.2563861e+00 b Highest-posterior-density credible intervals: 2sigma_low 1sigma_low 1sigma_up 2sigma_up Parameter - 1.0623850e+00 1.0933198e+00 1.1650279e+00 1.2115823e+00 B_mean --1.5176815e+00 -1.1752148e+00 -4.1157791e-01 7.8723797e-02 B_PC1 - 8.9376194e-01 9.1407971e-01 9.5496733e-01 9.7503302e-01 B_PC2 --1.7347206e-01 -1.1812380e-01 -7.6646409e-04 6.5524572e-02 B_PC3 - 2.2594584e-01 2.6659859e-01 2.9999977e-01 2.9999977e-01 B_PC4 - 1.4251484e+03 1.4264879e+03 1.4294002e+03 1.4309353e+03 G1430_peak - 2.6424534e+01 2.7540732e+01 2.9991642e+01 3.1326355e+01 G1430_std - 1.0046798e-01 1.0452770e-01 1.1268637e-01 1.1667746e-01 G1430_amp - 1.5144646e+03 1.5160255e+03 1.5191391e+03 1.5206379e+03 G1515_peak - 3.2316667e+01 3.3827565e+01 3.8011305e+01 3.9726378e+01 G1515_std - 9.9669429e-02 1.0323411e-01 1.1037304e-01 1.1392817e-01 G1515_amp - 6.5247344e-01 6.5549602e-01 6.6164996e-01 6.6479686e-01 H1635_mean - 7.7435360e-02 9.3898128e-02 1.2673296e-01 1.4383066e-01 H1635_PC1 - 1.9769071e-03 2.3204998e-02 6.3762734e-02 8.3149907e-02 H1635_PC2 --3.8835015e-04 -3.3073764e-04 -2.0101891e-04 -1.1912944e-04 m - 1.1749491e+00 1.1998642e+00 1.2408877e+00 1.2596715e+00 b + 1.0620814e+00 1.0925047e+00 1.1646691e+00 1.2133671e+00 B_mean +-1.5063507e+00 -1.1856506e+00 -4.1015957e-01 9.9384952e-02 B_PC1 + 8.9450945e-01 9.1438147e-01 9.5422795e-01 9.7440728e-01 B_PC2 +-1.7315654e-01 -1.2097931e-01 -8.6662126e-04 6.9870298e-02 B_PC3 + 2.2538968e-01 2.6653994e-01 2.9999856e-01 2.9999856e-01 B_PC4 + 1.4251926e+03 1.4265106e+03 1.4293822e+03 1.4309101e+03 G1430_peak + 2.6485286e+01 2.7631005e+01 3.0019538e+01 3.1369156e+01 G1430_std + 1.0063175e-01 1.0455304e-01 1.1268753e-01 1.1666721e-01 G1430_amp + 1.5145167e+03 1.5161315e+03 1.5191824e+03 1.5206781e+03 G1515_peak + 3.2294573e+01 3.3850207e+01 3.7948774e+01 3.9686567e+01 G1515_std + 9.9380654e-02 1.0308760e-01 1.1044684e-01 1.1390787e-01 G1515_amp + 6.5233009e-01 6.5546995e-01 6.6163135e-01 6.6477122e-01 H1635_mean + 7.7294217e-02 9.2950180e-02 1.2568169e-01 1.4255444e-01 H1635_PC1 + 2.1191328e-03 2.3404424e-02 6.5104245e-02 8.4067504e-02 H1635_PC2 +-3.8771027e-04 -3.3206319e-04 -2.0078835e-04 -1.1507690e-04 m + 1.1735453e+00 1.1999984e+00 1.2416604e+00 1.2592366e+00 b LaTeX format Median and 1sigma central-quantile statistics -$\overline{B}$ & $1.131^{+0.039}_{-0.033}$ -$\overline{B}_{PC1}$ & $-0.77^{+0.41}_{-0.36}$ -$\overline{B}_{PC2}$ & $0.935^{+0.020}_{-0.021}$ -$\overline{B}_{PC3}$ & $-0.059^{+0.061}_{-0.056}$ -$\overline{B}_{PC4}$ & $0.280^{+0.015}_{-0.029}$ +$\overline{B}$ & $1.132^{+0.040}_{-0.033}$ +$\overline{B}_{PC1}$ & $-0.77^{+0.42}_{-0.36}$ +$\overline{B}_{PC2}$ & $0.934^{+0.020}_{-0.020}$ +$\overline{B}_{PC3}$ & $-0.059^{+0.063}_{-0.057}$ +$\overline{B}_{PC4}$ & $0.279^{+0.015}_{-0.028}$ $\mu_{1430}$ & $1428.0^{+1.5}_{-1.4}$ -$\sigma_{1430}$ & $28.8^{+1.3}_{-1.2}$ -$a_{1430}$ & $0.1086^{+0.0040}_{-0.0040}$ -$\mu_{1515}$ & $1517.6^{+1.5}_{-1.6}$ -$\sigma_{1515}$ & $35.9^{+2.1}_{-2.1}$ -$a_{1515}$ & $0.1068^{+0.0035}_{-0.0036}$ +$\sigma_{1430}$ & $28.9^{+1.2}_{-1.1}$ +$a_{1430}$ & $0.1087^{+0.0040}_{-0.0041}$ +$\mu_{1515}$ & $1517.6^{+1.5}_{-1.5}$ +$\sigma_{1515}$ & $35.8^{+2.1}_{-2.0}$ +$a_{1515}$ & $0.1068^{+0.0036}_{-0.0037}$ $\overline{H_{1635}}$ & $0.6586^{+0.0030}_{-0.0031}$ -$\overline{H_{1635}}_{PC1}$ & $0.110^{+0.017}_{-0.016}$ +$\overline{H_{1635}}_{PC1}$ & $0.110^{+0.016}_{-0.016}$ $\overline{H_{1635}}_{PC2}$ & $0.044^{+0.020}_{-0.021}$ -$m$ & $-0.000262^{+0.000069}_{-0.000061}$ -$b$ & $1.220^{+0.019}_{-0.021}$ +$m$ & $-0.000262^{+0.000071}_{-0.000061}$ +$b$ & $1.220^{+0.019}_{-0.022}$ Median and 2sigma central-quantile statistics -$\overline{B}$ & $1.131^{+0.087}_{-0.063}$ -$\overline{B}_{PC1}$ & $-0.77^{+0.91}_{-0.69}$ -$\overline{B}_{PC2}$ & $0.935^{+0.040}_{-0.041}$ +$\overline{B}$ & $1.132^{+0.089}_{-0.063}$ +$\overline{B}_{PC1}$ & $-0.77^{+0.93}_{-0.68}$ +$\overline{B}_{PC2}$ & $0.934^{+0.039}_{-0.040}$ $\overline{B}_{PC3}$ & $-0.06^{+0.13}_{-0.11}$ -$\overline{B}_{PC4}$ & $0.280^{+0.019}_{-0.066}$ -$\mu_{1430}$ & $1428.0^{+3.0}_{-2.8}$ -$\sigma_{1430}$ & $28.8^{+2.6}_{-2.3}$ -$a_{1430}$ & $0.1086^{+0.0080}_{-0.0081}$ -$\mu_{1515}$ & $1517.6^{+3.0}_{-3.1}$ -$\sigma_{1515}$ & $35.9^{+3.7}_{-3.9}$ -$a_{1515}$ & $0.1068^{+0.0071}_{-0.0070}$ -$\overline{H_{1635}}$ & $0.6586^{+0.0061}_{-0.0061}$ -$\overline{H_{1635}}_{PC1}$ & $0.110^{+0.034}_{-0.032}$ -$\overline{H_{1635}}_{PC2}$ & $0.044^{+0.040}_{-0.041}$ -$m$ & $-0.00026^{+0.00016}_{-0.00011}$ -$b$ & $1.220^{+0.037}_{-0.048}$ +$\overline{B}_{PC4}$ & $0.279^{+0.020}_{-0.066}$ +$\mu_{1430}$ & $1428.0^{+3.0}_{-2.7}$ +$\sigma_{1430}$ & $28.9^{+2.6}_{-2.3}$ +$a_{1430}$ & $0.1087^{+0.0080}_{-0.0079}$ +$\mu_{1515}$ & $1517.6^{+3.1}_{-3.0}$ +$\sigma_{1515}$ & $35.8^{+3.7}_{-3.8}$ +$a_{1515}$ & $0.1068^{+0.0072}_{-0.0072}$ +$\overline{H_{1635}}$ & $0.6586^{+0.0062}_{-0.0062}$ +$\overline{H_{1635}}_{PC1}$ & $0.110^{+0.032}_{-0.033}$ +$\overline{H_{1635}}_{PC2}$ & $0.044^{+0.039}_{-0.041}$ +$m$ & $-0.00026^{+0.00016}_{-0.00012}$ +$b$ & $1.220^{+0.037}_{-0.049}$ Marginal max_posterior (mode) and 1sigma-HPD statistics -$\overline{B}$ & $1.127^{+0.038}_{-0.034}$ -$\overline{B}_{PC1}$ & $-0.79^{+0.38}_{-0.38}$ -$\overline{B}_{PC2}$ & $0.938^{+0.017}_{-0.024}$ -$\overline{B}_{PC3}$ & $-0.060^{+0.059}_{-0.058}$ +$\overline{B}$ & $1.125^{+0.040}_{-0.032}$ +$\overline{B}_{PC1}$ & $-0.84^{+0.43}_{-0.35}$ +$\overline{B}_{PC2}$ & $0.936^{+0.019}_{-0.021}$ +$\overline{B}_{PC3}$ & $-0.072^{+0.071}_{-0.049}$ $\overline{B}_{PC4}$ & $0.2934^{+0.0066}_{-0.0268}$ -$\mu_{1430}$ & $1428.0^{+1.4}_{-1.5}$ -$\sigma_{1430}$ & $28.7^{+1.3}_{-1.2}$ -$a_{1430}$ & $0.1089^{+0.0038}_{-0.0044}$ -$\mu_{1515}$ & $1517.6^{+1.5}_{-1.6}$ -$\sigma_{1515}$ & $35.8^{+2.2}_{-2.0}$ -$a_{1515}$ & $0.1073^{+0.0031}_{-0.0040}$ -$\overline{H_{1635}}$ & $0.6585^{+0.0032}_{-0.0030}$ -$\overline{H_{1635}}_{PC1}$ & $0.106^{+0.020}_{-0.012}$ -$\overline{H_{1635}}_{PC2}$ & $0.045^{+0.019}_{-0.022}$ -$m$ & $-0.000269^{+0.000068}_{-0.000062}$ -$b$ & $1.223^{+0.018}_{-0.023}$ +$\mu_{1430}$ & $1427.9^{+1.5}_{-1.3}$ +$\sigma_{1430}$ & $28.7^{+1.4}_{-1.0}$ +$a_{1430}$ & $0.1087^{+0.0040}_{-0.0041}$ +$\mu_{1515}$ & $1517.4^{+1.7}_{-1.3}$ +$\sigma_{1515}$ & $35.6^{+2.4}_{-1.7}$ +$a_{1515}$ & $0.1070^{+0.0034}_{-0.0040}$ +$\overline{H_{1635}}$ & $0.6585^{+0.0031}_{-0.0030}$ +$\overline{H_{1635}}_{PC1}$ & $0.110^{+0.016}_{-0.017}$ +$\overline{H_{1635}}_{PC2}$ & $0.048^{+0.018}_{-0.024}$ +$m$ & $-0.000278^{+0.000078}_{-0.000054}$ +$b$ & $1.225^{+0.017}_{-0.025}$ Marginal max_posterior (mode) and 2sigma-HPD statistics -$\overline{B}$ & $1.127^{+0.084}_{-0.065}$ -$\overline{B}_{PC1}$ & $-0.79^{+0.87}_{-0.72}$ -$\overline{B}_{PC2}$ & $0.938^{+0.037}_{-0.045}$ -$\overline{B}_{PC3}$ & $-0.06^{+0.13}_{-0.11}$ -$\overline{B}_{PC4}$ & $0.2934^{+0.0066}_{-0.0674}$ -$\mu_{1430}$ & $1428.0^{+2.9}_{-2.9}$ -$\sigma_{1430}$ & $28.7^{+2.6}_{-2.3}$ -$a_{1430}$ & $0.1089^{+0.0078}_{-0.0084}$ -$\mu_{1515}$ & $1517.6^{+3.0}_{-3.1}$ -$\sigma_{1515}$ & $35.8^{+3.9}_{-3.5}$ -$a_{1515}$ & $0.1073^{+0.0067}_{-0.0076}$ -$\overline{H_{1635}}$ & $0.6585^{+0.0063}_{-0.0060}$ -$\overline{H_{1635}}_{PC1}$ & $0.106^{+0.038}_{-0.029}$ -$\overline{H_{1635}}_{PC2}$ & $0.045^{+0.038}_{-0.043}$ -$m$ & $-0.00027^{+0.00015}_{-0.00012}$ -$b$ & $1.223^{+0.037}_{-0.048}$ +$\overline{B}$ & $1.125^{+0.089}_{-0.063}$ +$\overline{B}_{PC1}$ & $-0.84^{+0.94}_{-0.67}$ +$\overline{B}_{PC2}$ & $0.936^{+0.039}_{-0.041}$ +$\overline{B}_{PC3}$ & $-0.07^{+0.14}_{-0.10}$ +$\overline{B}_{PC4}$ & $0.2934^{+0.0066}_{-0.0680}$ +$\mu_{1430}$ & $1427.9^{+3.1}_{-2.7}$ +$\sigma_{1430}$ & $28.7^{+2.7}_{-2.2}$ +$a_{1430}$ & $0.1087^{+0.0080}_{-0.0080}$ +$\mu_{1515}$ & $1517.4^{+3.2}_{-2.9}$ +$\sigma_{1515}$ & $35.6^{+4.1}_{-3.3}$ +$a_{1515}$ & $0.1070^{+0.0069}_{-0.0077}$ +$\overline{H_{1635}}$ & $0.6585^{+0.0063}_{-0.0062}$ +$\overline{H_{1635}}_{PC1}$ & $0.110^{+0.032}_{-0.033}$ +$\overline{H_{1635}}_{PC2}$ & $0.048^{+0.037}_{-0.045}$ +$m$ & $-0.00028^{+0.00016}_{-0.00011}$ +$b$ & $1.225^{+0.034}_{-0.051}$ Best-parameter's chi-squared: 366.4053 diff --git a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.npz b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.npz index 00169438..17150884 100644 Binary files a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.npz and b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.npz differ diff --git a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt index f0cbe780..bbbac437 100644 --- a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt +++ b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt @@ -2,152 +2,152 @@ Summary of posterior statistics: Parameter estimates: Median Mean Max-posterior Mode Parameter - 5.5602450e-01 5.6471872e-01 5.1173524e-01 5.2747018e-01 B_mean --2.5084621e+00 -2.4133297e+00 -2.9632788e+00 -2.8322020e+00 B_PC1 - 2.6983778e-01 2.6969458e-01 2.7570772e-01 2.6836194e-01 B_PC2 --4.4857216e-01 -4.3774214e-01 -5.0663705e-01 -4.7596326e-01 B_PC3 - 1.8934215e-01 1.8556955e-01 2.2624899e-01 1.9639099e-01 B_PC4 - 1.4270649e+03 1.4271332e+03 1.4272587e+03 1.4268812e+03 G1430_peak - 3.4441710e+01 3.4370266e+01 3.4351209e+01 3.4548718e+01 G1430_std - 4.9891647e-02 4.9954742e-02 5.0243219e-02 4.9668236e-02 G1430_amp - 1.5194851e+03 1.5194489e+03 1.5192335e+03 1.5196551e+03 G1515_peak - 3.3083638e+01 3.3179866e+01 3.2414305e+01 3.2820706e+01 G1515_std - 5.3339853e-02 5.3352648e-02 5.3059943e-02 5.3249529e-02 G1515_amp - 3.0016009e-01 3.0016284e-01 2.9967507e-01 3.0046086e-01 H1635_mean --5.5400086e-02 -5.5388354e-02 -5.2546461e-02 -5.5487067e-02 H1635_PC1 - 4.6251965e-02 4.5840618e-02 4.6798062e-02 4.7941618e-02 H1635_PC2 --3.6763536e-04 -3.5151763e-04 -4.4487322e-04 -4.2198790e-04 m - 6.9815119e-01 6.9325587e-01 7.2125530e-01 7.1358296e-01 b + 5.5582544e-01 5.6462569e-01 5.1173526e-01 5.2779131e-01 B_mean +-2.5049687e+00 -2.4132293e+00 -2.9632786e+00 -2.8519130e+00 B_PC1 + 2.6987790e-01 2.6985342e-01 2.7570771e-01 2.6881766e-01 B_PC2 +-4.4793428e-01 -4.3792280e-01 -5.0663702e-01 -4.7220476e-01 B_PC3 + 1.8952165e-01 1.8589397e-01 2.2624897e-01 2.0508444e-01 B_PC4 + 1.4271430e+03 1.4271349e+03 1.4272587e+03 1.4275338e+03 G1430_peak + 3.4425752e+01 3.4354242e+01 3.4351209e+01 3.4471593e+01 G1430_std + 4.9915279e-02 4.9934624e-02 5.0243219e-02 5.0263608e-02 G1430_amp + 1.5194146e+03 1.5194044e+03 1.5192335e+03 1.5192080e+03 G1515_peak + 3.3065554e+01 3.3192481e+01 3.2414305e+01 3.2526079e+01 G1515_std + 5.3347056e-02 5.3346949e-02 5.3059943e-02 5.3822671e-02 G1515_amp + 3.0020008e-01 3.0015970e-01 2.9967507e-01 3.0059365e-01 H1635_mean +-5.4786377e-02 -5.4849535e-02 -5.2546463e-02 -5.5132020e-02 H1635_PC1 + 4.6140844e-02 4.5800833e-02 4.6798062e-02 4.4420788e-02 H1635_PC2 +-3.6706537e-04 -3.5162528e-04 -4.4487319e-04 -4.2318990e-04 m + 6.9786072e-01 6.9326986e-01 7.2125529e-01 7.1540250e-01 b Std_deviation Parameter - 4.3885476e-02 B_mean - 4.4954720e-01 B_PC1 - 2.0597816e-02 B_PC2 - 6.1669411e-02 B_PC3 - 4.2384325e-02 B_PC4 - 3.1164426e+00 G1430_peak - 2.8015157e+00 G1430_std - 4.3838876e-03 G1430_amp - 2.7609119e+00 G1515_peak - 2.7549499e+00 G1515_std - 3.7458640e-03 G1515_amp - 3.0991015e-03 H1635_mean - 1.6509230e-02 H1635_PC1 - 1.7747109e-02 H1635_PC2 - 7.6608647e-05 m - 2.3113135e-02 b + 4.3875234e-02 B_mean + 4.4871723e-01 B_PC1 + 2.0432535e-02 B_PC2 + 6.1321116e-02 B_PC3 + 4.2271094e-02 B_PC4 + 3.1130943e+00 G1430_peak + 2.8233542e+00 G1430_std + 4.2857157e-03 G1430_amp + 2.8066057e+00 G1515_peak + 2.7842389e+00 G1515_std + 3.6758393e-03 G1515_amp + 3.0622106e-03 H1635_mean + 1.6396570e-02 H1635_PC1 + 1.7608365e-02 H1635_PC2 + 7.6458691e-05 m + 2.3016933e-02 b Central quintile credible intervals: 2sigma_low 1sigma_low 1sigma_up 2sigma_up Parameter - 5.0568437e-01 5.2213512e-01 6.0910253e-01 6.7223321e-01 B_mean --2.9786694e+00 -2.8577471e+00 -1.9547888e+00 -1.3050302e+00 B_PC1 - 2.2837900e-01 2.4875596e-01 2.9032821e-01 3.1034384e-01 B_PC2 --5.3123066e-01 -4.9698231e-01 -3.7579805e-01 -2.8932234e-01 B_PC3 - 9.1725405e-02 1.4281776e-01 2.2764033e-01 2.6018528e-01 B_PC4 - 1.4210485e+03 1.4240282e+03 1.4302614e+03 1.4335014e+03 G1430_peak - 2.8676812e+01 3.1435918e+01 3.7351685e+01 3.9447588e+01 G1430_std - 4.1271249e-02 4.5575273e-02 5.4406161e-02 5.8757607e-02 G1430_amp - 1.5138591e+03 1.5167015e+03 1.5221673e+03 1.5249395e+03 G1515_peak - 2.7949262e+01 3.0350013e+01 3.6090527e+01 3.8793278e+01 G1515_std - 4.5975399e-02 4.9590045e-02 5.7088649e-02 6.0852679e-02 G1515_amp - 2.9398444e-01 2.9709010e-01 3.0320783e-01 3.0642965e-01 H1635_mean --8.9268486e-02 -7.1589001e-02 -3.8991884e-02 -2.2683900e-02 H1635_PC1 - 9.0914492e-03 2.8202338e-02 6.3441410e-02 7.9954083e-02 H1635_PC2 --4.4970189e-04 -4.2691796e-04 -2.7297577e-04 -1.6391185e-04 m - 6.3647573e-01 6.6981469e-01 7.1584991e-01 7.2321789e-01 b + 5.0582034e-01 5.2196636e-01 6.0934439e-01 6.7069125e-01 B_mean +-2.9799791e+00 -2.8582222e+00 -1.9592608e+00 -1.3302798e+00 B_PC1 + 2.2887175e-01 2.4927540e-01 2.9024815e-01 3.1021715e-01 B_PC2 +-5.3151821e-01 -4.9712460e-01 -3.7542426e-01 -2.9229895e-01 B_PC3 + 9.1710975e-02 1.4365032e-01 2.2722706e-01 2.6011820e-01 B_PC4 + 1.4209904e+03 1.4240260e+03 1.4302247e+03 1.4334111e+03 G1430_peak + 2.8641004e+01 3.1380077e+01 3.7400324e+01 3.9413214e+01 G1430_std + 4.1467306e-02 4.5649187e-02 5.4217796e-02 5.8728779e-02 G1430_amp + 1.5137753e+03 1.5165985e+03 1.5221707e+03 1.5249739e+03 G1515_peak + 2.7873876e+01 3.0340423e+01 3.6142064e+01 3.8840875e+01 G1515_std + 4.6137136e-02 4.9642425e-02 5.7007835e-02 6.0650447e-02 G1515_amp + 2.9395335e-01 2.9706793e-01 3.0322761e-01 3.0631311e-01 H1635_mean +-8.7829394e-02 -7.1378719e-02 -3.8393302e-02 -2.2500954e-02 H1635_PC1 + 9.8745471e-03 2.8095856e-02 6.3386005e-02 8.0121738e-02 H1635_PC2 +-4.4952194e-04 -4.2698245e-04 -2.7433816e-04 -1.6678622e-04 m + 6.3742828e-01 6.7005653e-01 7.1599896e-01 7.2322012e-01 b Highest-posterior-density credible intervals: 2sigma_low 1sigma_low 1sigma_up 2sigma_up Parameter - 4.9627345e-01 5.0923959e-01 5.8732892e-01 6.5752158e-01 B_mean --2.9999341e+00 -2.9888137e+00 -2.2409697e+00 -1.4903456e+00 B_PC1 - 2.2768841e-01 2.4929117e-01 2.9104214e-01 3.1038227e-01 B_PC2 --5.4286475e-01 -5.1346409e-01 -3.9901155e-01 -3.0555948e-01 B_PC3 - 9.5890137e-02 1.5063613e-01 2.3445343e-01 2.6502328e-01 B_PC4 - 1.4208829e+03 1.4239103e+03 1.4301911e+03 1.4334123e+03 G1430_peak - 2.9288760e+01 3.1585361e+01 3.7485616e+01 3.9771634e+01 G1430_std - 4.1180545e-02 4.5407748e-02 5.4283765e-02 5.8799438e-02 G1430_amp - 1.5138283e+03 1.5167326e+03 1.5222417e+03 1.5250008e+03 G1515_peak - 2.7986476e+01 3.0096531e+01 3.5838819e+01 3.8793945e+01 G1515_std - 4.5821572e-02 4.9540418e-02 5.7104667e-02 6.0852719e-02 G1515_amp - 2.9388859e-01 2.9705272e-01 3.0323145e-01 3.0641133e-01 H1635_mean --8.8788122e-02 -7.1780287e-02 -3.8860360e-02 -2.1661961e-02 H1635_PC1 - 9.6150990e-03 2.8687537e-02 6.4198601e-02 8.1227564e-02 H1635_PC2 --4.6502071e-04 -4.4985205e-04 -3.1696145e-04 -1.9396346e-04 m - 6.4492407e-01 6.8237438e-01 7.2289600e-01 7.2794882e-01 b + 4.9684779e-01 5.0858140e-01 5.8708242e-01 6.5613424e-01 B_mean +-2.9999392e+00 -2.9901361e+00 -2.2392220e+00 -1.5088944e+00 B_PC1 + 2.2854860e-01 2.4906406e-01 2.9036705e-01 3.1039275e-01 B_PC2 +-5.4380333e-01 -5.1288577e-01 -3.9794344e-01 -3.0962869e-01 B_PC3 + 9.7031514e-02 1.5158661e-01 2.3426507e-01 2.6587742e-01 B_PC4 + 1.4208740e+03 1.4239311e+03 1.4301736e+03 1.4334393e+03 G1430_peak + 2.9191252e+01 3.1541647e+01 3.7530327e+01 3.9730469e+01 G1430_std + 4.1295601e-02 4.5477744e-02 5.4061565e-02 5.8660824e-02 G1430_amp + 1.5137781e+03 1.5166264e+03 1.5222524e+03 1.5250772e+03 G1515_peak + 2.8023102e+01 3.0088336e+01 3.5873181e+01 3.8940902e+01 G1515_std + 4.6084324e-02 4.9521330e-02 5.6944449e-02 6.0757695e-02 G1515_amp + 2.9400495e-01 2.9709341e-01 3.0327854e-01 3.0640817e-01 H1635_mean +-8.7994206e-02 -7.1356692e-02 -3.8205518e-02 -2.2022130e-02 H1635_PC1 + 9.9874790e-03 2.8705313e-02 6.4170683e-02 8.0918218e-02 H1635_PC2 +-4.6432980e-04 -4.5021984e-04 -3.1711017e-04 -1.9862047e-04 m + 6.4663178e-01 6.8228879e-01 7.2282892e-01 7.2796638e-01 b LaTeX format Median and 1sigma central-quantile statistics -$\overline{B}$ & $0.556^{+0.053}_{-0.034}$ -$\overline{B}_{PC1}$ & $-2.51^{+0.55}_{-0.35}$ +$\overline{B}$ & $0.556^{+0.054}_{-0.034}$ +$\overline{B}_{PC1}$ & $-2.50^{+0.55}_{-0.35}$ $\overline{B}_{PC2}$ & $0.270^{+0.020}_{-0.021}$ -$\overline{B}_{PC3}$ & $-0.449^{+0.073}_{-0.048}$ -$\overline{B}_{PC4}$ & $0.189^{+0.038}_{-0.047}$ -$\mu_{1430}$ & $1427.1^{+3.2}_{-3.0}$ -$\sigma_{1430}$ & $34.4^{+2.9}_{-3.0}$ -$a_{1430}$ & $0.0499^{+0.0045}_{-0.0043}$ -$\mu_{1515}$ & $1519.5^{+2.7}_{-2.8}$ -$\sigma_{1515}$ & $33.1^{+3.0}_{-2.7}$ +$\overline{B}_{PC3}$ & $-0.448^{+0.073}_{-0.049}$ +$\overline{B}_{PC4}$ & $0.190^{+0.038}_{-0.046}$ +$\mu_{1430}$ & $1427.1^{+3.1}_{-3.1}$ +$\sigma_{1430}$ & $34.4^{+3.0}_{-3.0}$ +$a_{1430}$ & $0.0499^{+0.0043}_{-0.0043}$ +$\mu_{1515}$ & $1519.4^{+2.8}_{-2.8}$ +$\sigma_{1515}$ & $33.1^{+3.1}_{-2.7}$ $a_{1515}$ & $0.0533^{+0.0037}_{-0.0037}$ $\overline{H_{1635}}$ & $0.3002^{+0.0030}_{-0.0031}$ -$\overline{H_{1635}}_{PC1}$ & $-0.055^{+0.016}_{-0.016}$ +$\overline{H_{1635}}_{PC1}$ & $-0.055^{+0.016}_{-0.017}$ $\overline{H_{1635}}_{PC2}$ & $0.046^{+0.017}_{-0.018}$ -$m$ & $-0.000368^{+0.000095}_{-0.000059}$ +$m$ & $-0.000367^{+0.000093}_{-0.000060}$ $b$ & $0.698^{+0.018}_{-0.028}$ Median and 2sigma central-quantile statistics -$\overline{B}$ & $0.556^{+0.116}_{-0.050}$ -$\overline{B}_{PC1}$ & $-2.51^{+1.20}_{-0.47}$ -$\overline{B}_{PC2}$ & $0.270^{+0.041}_{-0.041}$ -$\overline{B}_{PC3}$ & $-0.449^{+0.159}_{-0.083}$ -$\overline{B}_{PC4}$ & $0.189^{+0.071}_{-0.098}$ -$\mu_{1430}$ & $1427.1^{+6.4}_{-6.0}$ +$\overline{B}$ & $0.556^{+0.115}_{-0.050}$ +$\overline{B}_{PC1}$ & $-2.50^{+1.17}_{-0.48}$ +$\overline{B}_{PC2}$ & $0.270^{+0.040}_{-0.041}$ +$\overline{B}_{PC3}$ & $-0.448^{+0.156}_{-0.084}$ +$\overline{B}_{PC4}$ & $0.190^{+0.071}_{-0.098}$ +$\mu_{1430}$ & $1427.1^{+6.3}_{-6.2}$ $\sigma_{1430}$ & $34.4^{+5.0}_{-5.8}$ -$a_{1430}$ & $0.0499^{+0.0089}_{-0.0086}$ -$\mu_{1515}$ & $1519.5^{+5.5}_{-5.6}$ -$\sigma_{1515}$ & $33.1^{+5.7}_{-5.1}$ -$a_{1515}$ & $0.0533^{+0.0075}_{-0.0074}$ -$\overline{H_{1635}}$ & $0.3002^{+0.0063}_{-0.0062}$ -$\overline{H_{1635}}_{PC1}$ & $-0.055^{+0.033}_{-0.034}$ -$\overline{H_{1635}}_{PC2}$ & $0.046^{+0.034}_{-0.037}$ -$m$ & $-0.000368^{+0.000204}_{-0.000082}$ -$b$ & $0.698^{+0.025}_{-0.062}$ +$a_{1430}$ & $0.0499^{+0.0088}_{-0.0084}$ +$\mu_{1515}$ & $1519.4^{+5.6}_{-5.6}$ +$\sigma_{1515}$ & $33.1^{+5.8}_{-5.2}$ +$a_{1515}$ & $0.0533^{+0.0073}_{-0.0072}$ +$\overline{H_{1635}}$ & $0.3002^{+0.0061}_{-0.0062}$ +$\overline{H_{1635}}_{PC1}$ & $-0.055^{+0.032}_{-0.033}$ +$\overline{H_{1635}}_{PC2}$ & $0.046^{+0.034}_{-0.036}$ +$m$ & $-0.000367^{+0.000200}_{-0.000082}$ +$b$ & $0.698^{+0.025}_{-0.060}$ Marginal max_posterior (mode) and 1sigma-HPD statistics -$\overline{B}$ & $0.527^{+0.060}_{-0.018}$ -$\overline{B}_{PC1}$ & $-2.83^{+0.59}_{-0.16}$ -$\overline{B}_{PC2}$ & $0.268^{+0.023}_{-0.019}$ -$\overline{B}_{PC3}$ & $-0.476^{+0.077}_{-0.038}$ -$\overline{B}_{PC4}$ & $0.196^{+0.038}_{-0.046}$ -$\mu_{1430}$ & $1426.9^{+3.3}_{-3.0}$ -$\sigma_{1430}$ & $34.5^{+2.9}_{-3.0}$ -$a_{1430}$ & $0.0497^{+0.0046}_{-0.0043}$ -$\mu_{1515}$ & $1519.7^{+2.6}_{-2.9}$ -$\sigma_{1515}$ & $32.8^{+3.0}_{-2.7}$ -$a_{1515}$ & $0.0532^{+0.0039}_{-0.0037}$ -$\overline{H_{1635}}$ & $0.3005^{+0.0028}_{-0.0034}$ +$\overline{B}$ & $0.528^{+0.059}_{-0.019}$ +$\overline{B}_{PC1}$ & $-2.85^{+0.61}_{-0.14}$ +$\overline{B}_{PC2}$ & $0.269^{+0.022}_{-0.020}$ +$\overline{B}_{PC3}$ & $-0.472^{+0.074}_{-0.041}$ +$\overline{B}_{PC4}$ & $0.205^{+0.029}_{-0.053}$ +$\mu_{1430}$ & $1427.5^{+2.6}_{-3.6}$ +$\sigma_{1430}$ & $34.5^{+3.1}_{-2.9}$ +$a_{1430}$ & $0.0503^{+0.0038}_{-0.0048}$ +$\mu_{1515}$ & $1519.2^{+3.0}_{-2.6}$ +$\sigma_{1515}$ & $32.5^{+3.3}_{-2.4}$ +$a_{1515}$ & $0.0538^{+0.0031}_{-0.0043}$ +$\overline{H_{1635}}$ & $0.3006^{+0.0027}_{-0.0035}$ $\overline{H_{1635}}_{PC1}$ & $-0.055^{+0.017}_{-0.016}$ -$\overline{H_{1635}}_{PC2}$ & $0.048^{+0.016}_{-0.019}$ -$m$ & $-0.000422^{+0.000105}_{-0.000028}$ -$b$ & $0.7136^{+0.0093}_{-0.0312}$ +$\overline{H_{1635}}_{PC2}$ & $0.044^{+0.020}_{-0.016}$ +$m$ & $-0.000423^{+0.000106}_{-0.000027}$ +$b$ & $0.7154^{+0.0074}_{-0.0331}$ Marginal max_posterior (mode) and 2sigma-HPD statistics -$\overline{B}$ & $0.527^{+0.130}_{-0.031}$ -$\overline{B}_{PC1}$ & $-2.83^{+1.34}_{-0.17}$ -$\overline{B}_{PC2}$ & $0.268^{+0.042}_{-0.041}$ -$\overline{B}_{PC3}$ & $-0.476^{+0.170}_{-0.067}$ -$\overline{B}_{PC4}$ & $0.196^{+0.069}_{-0.101}$ -$\mu_{1430}$ & $1426.9^{+6.5}_{-6.0}$ -$\sigma_{1430}$ & $34.5^{+5.2}_{-5.3}$ -$a_{1430}$ & $0.0497^{+0.0091}_{-0.0085}$ -$\mu_{1515}$ & $1519.7^{+5.3}_{-5.8}$ -$\sigma_{1515}$ & $32.8^{+6.0}_{-4.8}$ -$a_{1515}$ & $0.0532^{+0.0076}_{-0.0074}$ -$\overline{H_{1635}}$ & $0.3005^{+0.0060}_{-0.0066}$ -$\overline{H_{1635}}_{PC1}$ & $-0.055^{+0.034}_{-0.033}$ -$\overline{H_{1635}}_{PC2}$ & $0.048^{+0.033}_{-0.038}$ -$m$ & $-0.000422^{+0.000228}_{-0.000043}$ -$b$ & $0.714^{+0.014}_{-0.069}$ +$\overline{B}$ & $0.528^{+0.128}_{-0.031}$ +$\overline{B}_{PC1}$ & $-2.85^{+1.34}_{-0.15}$ +$\overline{B}_{PC2}$ & $0.269^{+0.042}_{-0.040}$ +$\overline{B}_{PC3}$ & $-0.472^{+0.163}_{-0.072}$ +$\overline{B}_{PC4}$ & $0.205^{+0.061}_{-0.108}$ +$\mu_{1430}$ & $1427.5^{+5.9}_{-6.7}$ +$\sigma_{1430}$ & $34.5^{+5.3}_{-5.3}$ +$a_{1430}$ & $0.0503^{+0.0084}_{-0.0090}$ +$\mu_{1515}$ & $1519.2^{+5.9}_{-5.4}$ +$\sigma_{1515}$ & $32.5^{+6.4}_{-4.5}$ +$a_{1515}$ & $0.0538^{+0.0069}_{-0.0077}$ +$\overline{H_{1635}}$ & $0.3006^{+0.0058}_{-0.0066}$ +$\overline{H_{1635}}_{PC1}$ & $-0.055^{+0.033}_{-0.033}$ +$\overline{H_{1635}}_{PC2}$ & $0.044^{+0.036}_{-0.034}$ +$m$ & $-0.000423^{+0.000225}_{-0.000041}$ +$b$ & $0.715^{+0.013}_{-0.069}$ Best-parameter's chi-squared: 48.7939 diff --git a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a.npz b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a.npz index d82562c9..6417e82b 100644 Binary files a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a.npz and b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a.npz differ diff --git a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt index 8c984da2..b9ec029d 100644 --- a/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt +++ b/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt @@ -2,152 +2,152 @@ Summary of posterior statistics: Parameter estimates: Median Mean Max-posterior Mode Parameter - 3.9955900e+00 3.9936966e+00 4.0000000e+00 3.9986871e+00 B_mean - 7.0441516e-01 6.9850777e-01 7.6170162e-01 7.2670650e-01 B_PC1 --4.4216388e-01 -4.4219269e-01 -4.4300286e-01 -4.4184093e-01 B_PC2 --3.8707278e-01 -3.8716134e-01 -3.7899898e-01 -3.8580196e-01 B_PC3 - 1.8402756e-01 1.8482220e-01 1.7861838e-01 1.8012862e-01 B_PC4 - 1.4316403e+03 1.4317299e+03 1.4314523e+03 1.4312930e+03 G1430_peak - 3.1350063e+01 3.1455471e+01 3.1066665e+01 3.1291077e+01 G1430_std - 6.7430953e-02 6.7467032e-02 6.7578263e-02 6.7764825e-02 G1430_amp - 1.5233338e+03 1.5234019e+03 1.5229754e+03 1.5233281e+03 G1515_peak - 3.5564467e+01 3.5506842e+01 3.5370534e+01 3.5293826e+01 G1515_std - 7.5169554e-02 7.5149276e-02 7.5559975e-02 7.5330341e-02 G1515_amp - 1.7335787e-01 1.7330514e-01 1.7348652e-01 1.7362734e-01 H1635_mean - 7.8227120e-02 7.8152501e-02 7.6658244e-02 7.8651349e-02 H1635_PC1 --3.0303654e-02 -3.0670612e-02 -2.7976877e-02 -2.8906200e-02 H1635_PC2 --2.4151817e-04 -2.4283945e-04 -2.3214669e-04 -2.4042691e-04 m - 2.4652724e+00 2.4654612e+00 2.4623525e+00 2.4651365e+00 b + 3.9956911e+00 3.9937534e+00 4.0000000e+00 3.9986773e+00 B_mean + 7.0306756e-01 6.9633777e-01 7.6170169e-01 7.1552239e-01 B_PC1 +-4.4225490e-01 -4.4223258e-01 -4.4300286e-01 -4.4184006e-01 B_PC2 +-3.8792949e-01 -3.8808195e-01 -3.7899897e-01 -3.8537751e-01 B_PC3 + 1.8412927e-01 1.8498587e-01 1.7861840e-01 1.8024061e-01 B_PC4 + 1.4315233e+03 1.4316422e+03 1.4314523e+03 1.4309389e+03 G1430_peak + 3.1386083e+01 3.1526213e+01 3.1066665e+01 3.1238570e+01 G1430_std + 6.7311996e-02 6.7393990e-02 6.7578261e-02 6.6971177e-02 G1430_amp + 1.5233863e+03 1.5234404e+03 1.5229754e+03 1.5232021e+03 G1515_peak + 3.5661867e+01 3.5559798e+01 3.5370538e+01 3.5599815e+01 G1515_std + 7.5147640e-02 7.5142116e-02 7.5559975e-02 7.5398290e-02 G1515_amp + 1.7322829e-01 1.7323391e-01 1.7348652e-01 1.7324949e-01 H1635_mean + 7.8178827e-02 7.8085351e-02 7.6658255e-02 7.9908244e-02 H1635_PC1 +-3.0890404e-02 -3.1079609e-02 -2.7976898e-02 -3.1086049e-02 H1635_PC2 +-2.4137670e-04 -2.4303966e-04 -2.3214668e-04 -2.3856660e-04 m + 2.4653554e+00 2.4656209e+00 2.4623525e+00 2.4642918e+00 b Std_deviation Parameter - 6.1580427e-03 B_mean - 9.9338640e-02 B_PC1 - 1.9280657e-02 B_PC2 - 2.6715285e-02 B_PC3 - 2.3694361e-02 B_PC4 - 2.2546940e+00 G1430_peak - 2.3585344e+00 G1430_std - 4.0308389e-03 G1430_amp - 2.3747279e+00 G1515_peak - 2.3440763e+00 G1515_std - 3.3909234e-03 G1515_amp - 3.0751160e-03 H1635_mean - 1.6356863e-02 H1635_PC1 - 2.1268324e-02 H1635_PC2 - 1.4356289e-05 m - 6.4593711e-03 b + 6.2234521e-03 B_mean + 1.0161090e-01 B_PC1 + 1.9334751e-02 B_PC2 + 2.7165500e-02 B_PC3 + 2.3738485e-02 B_PC4 + 2.2935196e+00 G1430_peak + 2.4401000e+00 G1430_std + 4.0631707e-03 G1430_amp + 2.3981924e+00 G1515_peak + 2.4311378e+00 G1515_std + 3.3492757e-03 G1515_amp + 3.0562415e-03 H1635_mean + 1.6476069e-02 H1635_PC1 + 2.1748326e-02 H1635_PC2 + 1.4671822e-05 m + 6.5944447e-03 b Central quintile credible intervals: 2sigma_low 1sigma_low 1sigma_up 2sigma_up Parameter - 3.9765230e+00 3.9883513e+00 3.9988746e+00 3.9998564e+00 B_mean - 4.7787431e-01 6.0406458e-01 7.9494743e-01 8.7955326e-01 B_PC1 --4.8082193e-01 -4.6161870e-01 -4.2310932e-01 -4.0380088e-01 B_PC2 --4.4039100e-01 -4.1397651e-01 -3.5997979e-01 -3.3443589e-01 B_PC3 - 1.3860900e-01 1.6146464e-01 2.0825088e-01 2.3424051e-01 B_PC4 - 1.4274551e+03 1.4294947e+03 1.4339530e+03 1.4365516e+03 G1430_peak - 2.7050533e+01 2.9093659e+01 3.3804050e+01 3.6492397e+01 G1430_std - 5.9577396e-02 6.3482171e-02 7.1469529e-02 7.5703882e-02 G1430_amp - 1.5188362e+03 1.5210427e+03 1.5257967e+03 1.5283011e+03 G1515_peak - 3.0627818e+01 3.3077804e+01 3.8062182e+01 3.9625645e+01 G1515_std - 6.8383064e-02 7.1754932e-02 7.8541681e-02 8.1966952e-02 G1515_amp - 1.6712917e-01 1.7022024e-01 1.7633026e-01 1.7941762e-01 H1635_mean - 4.5637437e-02 6.1675035e-02 9.4517819e-02 1.1043077e-01 H1635_PC1 --7.3955926e-02 -5.2135765e-02 -9.4233162e-03 1.0695736e-02 H1635_PC2 --2.7640651e-04 -2.5602047e-04 -2.2924566e-04 -2.1835242e-04 m - 2.4530669e+00 2.4590553e+00 2.4718309e+00 2.4791450e+00 b + 3.9766752e+00 3.9884650e+00 3.9989268e+00 3.9998550e+00 B_mean + 4.6465470e-01 6.0130546e-01 7.9349497e-01 8.7944193e-01 B_PC1 +-4.8083846e-01 -4.6151314e-01 -4.2295190e-01 -4.0379933e-01 B_PC2 +-4.4333873e-01 -4.1462460e-01 -3.6094960e-01 -3.3428113e-01 B_PC3 + 1.4016799e-01 1.6118926e-01 2.0884045e-01 2.3470055e-01 B_PC4 + 1.4273324e+03 1.4293851e+03 1.4339480e+03 1.4365378e+03 G1430_peak + 2.7010601e+01 2.9114594e+01 3.3955712e+01 3.6874102e+01 G1430_std + 5.9422085e-02 6.3339293e-02 7.1485654e-02 7.5660129e-02 G1430_amp + 1.5187885e+03 1.5210501e+03 1.5258029e+03 1.5283943e+03 G1515_peak + 3.0546329e+01 3.2992759e+01 3.8199711e+01 3.9721481e+01 G1515_std + 6.8451827e-02 7.1814376e-02 7.8504175e-02 8.1820233e-02 G1515_amp + 1.6710180e-01 1.7017639e-01 1.7630963e-01 1.7924299e-01 H1635_mean + 4.5551358e-02 6.1443515e-02 9.4791440e-02 1.1047353e-01 H1635_PC1 +-7.4788366e-02 -5.2938966e-02 -9.2810143e-03 1.2116725e-02 H1635_PC2 +-2.7891585e-04 -2.5636456e-04 -2.2947112e-04 -2.1821127e-04 m + 2.4530862e+00 2.4591192e+00 2.4719484e+00 2.4798337e+00 b Highest-posterior-density credible intervals: 2sigma_low 1sigma_low 1sigma_up 2sigma_up Parameter - 3.9804723e+00 3.9923415e+00 3.9999995e+00 3.9999995e+00 B_mean - 4.9314510e-01 6.1269165e-01 8.0507249e-01 8.9357997e-01 B_PC1 --4.8124827e-01 -4.6169312e-01 -4.2292937e-01 -4.0347323e-01 B_PC2 --4.4077939e-01 -4.1362010e-01 -3.5930153e-01 -3.3367956e-01 B_PC3 - 1.3729112e-01 1.6022017e-01 2.0738261e-01 2.3346955e-01 B_PC4 - 1.4272166e+03 1.4293372e+03 1.4338281e+03 1.4363473e+03 G1430_peak - 2.6854666e+01 2.8842680e+01 3.3545904e+01 3.6360514e+01 G1430_std - 5.9417130e-02 6.3260431e-02 7.1283182e-02 7.5653116e-02 G1430_amp - 1.5187315e+03 1.5208565e+03 1.5256232e+03 1.5282648e+03 G1515_peak - 3.1239379e+01 3.3295983e+01 3.8231832e+01 3.9919086e+01 G1515_std - 6.8349474e-02 7.1687345e-02 7.8511027e-02 8.2043068e-02 G1515_amp - 1.6705300e-01 1.7016248e-01 1.7634914e-01 1.7945863e-01 H1635_mean - 4.5198216e-02 6.1830813e-02 9.4814099e-02 1.1083589e-01 H1635_PC1 --7.3728547e-02 -5.1397318e-02 -8.4403485e-03 1.1705724e-02 H1635_PC2 --2.7327339e-04 -2.5355678e-04 -2.2699170e-04 -2.1573752e-04 m - 2.4525812e+00 2.4587578e+00 2.4715888e+00 2.4787397e+00 b + 3.9803646e+00 3.9924859e+00 3.9999999e+00 3.9999999e+00 B_mean + 4.8110090e-01 6.1204478e-01 8.0462811e-01 8.9501132e-01 B_PC1 +-4.8092072e-01 -4.6159933e-01 -4.2262814e-01 -4.0314255e-01 B_PC2 +-4.4332548e-01 -4.1467868e-01 -3.6058421e-01 -3.3310072e-01 B_PC3 + 1.3781847e-01 1.5957178e-01 2.0735250e-01 2.3286957e-01 B_PC4 + 1.4271636e+03 1.4291616e+03 1.4337209e+03 1.4364217e+03 G1430_peak + 2.6758737e+01 2.8821315e+01 3.3666738e+01 3.6629649e+01 G1430_std + 5.9149421e-02 6.3309173e-02 7.1486464e-02 7.5563258e-02 G1430_amp + 1.5186741e+03 1.5209450e+03 1.5257267e+03 1.5283406e+03 G1515_peak + 3.1249497e+01 3.3250907e+01 3.8392992e+01 3.9985323e+01 G1515_std + 6.8334316e-02 7.1843920e-02 7.8585584e-02 8.1790783e-02 G1515_amp + 1.6711170e-01 1.7018922e-01 1.7637011e-01 1.7935280e-01 H1635_mean + 4.5586903e-02 6.1262515e-02 9.4758825e-02 1.1117697e-01 H1635_PC1 +-7.5117808e-02 -5.2371810e-02 -8.5647033e-03 1.2496406e-02 H1635_PC2 +-2.7437317e-04 -2.5348232e-04 -2.2692615e-04 -2.1506439e-04 m + 2.4524050e+00 2.4587140e+00 2.4716244e+00 2.4792078e+00 b LaTeX format Median and 1sigma central-quantile statistics -$\overline{B}$ & $3.9956^{+0.0033}_{-0.0072}$ -$\overline{B}_{PC1}$ & $0.704^{+0.091}_{-0.100}$ +$\overline{B}$ & $3.9957^{+0.0032}_{-0.0072}$ +$\overline{B}_{PC1}$ & $0.703^{+0.090}_{-0.102}$ $\overline{B}_{PC2}$ & $-0.442^{+0.019}_{-0.019}$ -$\overline{B}_{PC3}$ & $-0.387^{+0.027}_{-0.027}$ -$\overline{B}_{PC4}$ & $0.184^{+0.024}_{-0.023}$ -$\mu_{1430}$ & $1431.6^{+2.3}_{-2.1}$ -$\sigma_{1430}$ & $31.4^{+2.5}_{-2.3}$ -$a_{1430}$ & $0.0674^{+0.0040}_{-0.0039}$ -$\mu_{1515}$ & $1523.3^{+2.5}_{-2.3}$ -$\sigma_{1515}$ & $35.6^{+2.5}_{-2.5}$ -$a_{1515}$ & $0.0752^{+0.0034}_{-0.0034}$ -$\overline{H_{1635}}$ & $0.1734^{+0.0030}_{-0.0031}$ -$\overline{H_{1635}}_{PC1}$ & $0.078^{+0.016}_{-0.017}$ -$\overline{H_{1635}}_{PC2}$ & $-0.030^{+0.021}_{-0.022}$ -$m$ & $-0.000242^{+0.000012}_{-0.000015}$ -$b$ & $2.4653^{+0.0066}_{-0.0062}$ +$\overline{B}_{PC3}$ & $-0.388^{+0.027}_{-0.027}$ +$\overline{B}_{PC4}$ & $0.184^{+0.025}_{-0.023}$ +$\mu_{1430}$ & $1431.5^{+2.4}_{-2.1}$ +$\sigma_{1430}$ & $31.4^{+2.6}_{-2.3}$ +$a_{1430}$ & $0.0673^{+0.0042}_{-0.0040}$ +$\mu_{1515}$ & $1523.4^{+2.4}_{-2.3}$ +$\sigma_{1515}$ & $35.7^{+2.5}_{-2.7}$ +$a_{1515}$ & $0.0751^{+0.0034}_{-0.0033}$ +$\overline{H_{1635}}$ & $0.1732^{+0.0031}_{-0.0031}$ +$\overline{H_{1635}}_{PC1}$ & $0.078^{+0.017}_{-0.017}$ +$\overline{H_{1635}}_{PC2}$ & $-0.031^{+0.022}_{-0.022}$ +$m$ & $-0.000241^{+0.000012}_{-0.000015}$ +$b$ & $2.4654^{+0.0066}_{-0.0062}$ Median and 2sigma central-quantile statistics -$\overline{B}$ & $3.9956^{+0.0043}_{-0.0191}$ -$\overline{B}_{PC1}$ & $0.70^{+0.18}_{-0.23}$ +$\overline{B}$ & $3.9957^{+0.0042}_{-0.0190}$ +$\overline{B}_{PC1}$ & $0.70^{+0.18}_{-0.24}$ $\overline{B}_{PC2}$ & $-0.442^{+0.038}_{-0.039}$ -$\overline{B}_{PC3}$ & $-0.387^{+0.053}_{-0.053}$ -$\overline{B}_{PC4}$ & $0.184^{+0.050}_{-0.045}$ -$\mu_{1430}$ & $1431.6^{+4.9}_{-4.2}$ -$\sigma_{1430}$ & $31.4^{+5.1}_{-4.3}$ -$a_{1430}$ & $0.0674^{+0.0083}_{-0.0079}$ -$\mu_{1515}$ & $1523.3^{+5.0}_{-4.5}$ -$\sigma_{1515}$ & $35.6^{+4.1}_{-4.9}$ -$a_{1515}$ & $0.0752^{+0.0068}_{-0.0068}$ -$\overline{H_{1635}}$ & $0.1734^{+0.0061}_{-0.0062}$ +$\overline{B}_{PC3}$ & $-0.388^{+0.054}_{-0.055}$ +$\overline{B}_{PC4}$ & $0.184^{+0.051}_{-0.044}$ +$\mu_{1430}$ & $1431.5^{+5.0}_{-4.2}$ +$\sigma_{1430}$ & $31.4^{+5.5}_{-4.4}$ +$a_{1430}$ & $0.0673^{+0.0083}_{-0.0079}$ +$\mu_{1515}$ & $1523.4^{+5.0}_{-4.6}$ +$\sigma_{1515}$ & $35.7^{+4.1}_{-5.1}$ +$a_{1515}$ & $0.0751^{+0.0067}_{-0.0067}$ +$\overline{H_{1635}}$ & $0.1732^{+0.0060}_{-0.0061}$ $\overline{H_{1635}}_{PC1}$ & $0.078^{+0.032}_{-0.033}$ -$\overline{H_{1635}}_{PC2}$ & $-0.030^{+0.041}_{-0.044}$ -$m$ & $-0.000242^{+0.000023}_{-0.000035}$ +$\overline{H_{1635}}_{PC2}$ & $-0.031^{+0.043}_{-0.044}$ +$m$ & $-0.000241^{+0.000023}_{-0.000038}$ $b$ & $2.465^{+0.014}_{-0.012}$ Marginal max_posterior (mode) and 1sigma-HPD statistics -$\overline{B}$ & $3.9987^{+0.0013}_{-0.0063}$ -$\overline{B}_{PC1}$ & $0.727^{+0.078}_{-0.114}$ +$\overline{B}$ & $3.9987^{+0.0013}_{-0.0062}$ +$\overline{B}_{PC1}$ & $0.716^{+0.089}_{-0.103}$ $\overline{B}_{PC2}$ & $-0.442^{+0.019}_{-0.020}$ -$\overline{B}_{PC3}$ & $-0.386^{+0.027}_{-0.028}$ -$\overline{B}_{PC4}$ & $0.180^{+0.027}_{-0.020}$ -$\mu_{1430}$ & $1431.3^{+2.5}_{-2.0}$ -$\sigma_{1430}$ & $31.3^{+2.3}_{-2.4}$ -$a_{1430}$ & $0.0678^{+0.0035}_{-0.0045}$ -$\mu_{1515}$ & $1523.3^{+2.3}_{-2.5}$ -$\sigma_{1515}$ & $35.3^{+2.9}_{-2.0}$ -$a_{1515}$ & $0.0753^{+0.0032}_{-0.0036}$ -$\overline{H_{1635}}$ & $0.1736^{+0.0027}_{-0.0035}$ -$\overline{H_{1635}}_{PC1}$ & $0.079^{+0.016}_{-0.017}$ -$\overline{H_{1635}}_{PC2}$ & $-0.029^{+0.020}_{-0.022}$ -$m$ & $-0.000240^{+0.000013}_{-0.000013}$ -$b$ & $2.4651^{+0.0065}_{-0.0064}$ +$\overline{B}_{PC3}$ & $-0.385^{+0.025}_{-0.029}$ +$\overline{B}_{PC4}$ & $0.180^{+0.027}_{-0.021}$ +$\mu_{1430}$ & $1430.9^{+2.8}_{-1.8}$ +$\sigma_{1430}$ & $31.2^{+2.4}_{-2.4}$ +$a_{1430}$ & $0.0670^{+0.0045}_{-0.0037}$ +$\mu_{1515}$ & $1523.2^{+2.5}_{-2.3}$ +$\sigma_{1515}$ & $35.6^{+2.8}_{-2.3}$ +$a_{1515}$ & $0.0754^{+0.0032}_{-0.0036}$ +$\overline{H_{1635}}$ & $0.1732^{+0.0031}_{-0.0031}$ +$\overline{H_{1635}}_{PC1}$ & $0.080^{+0.015}_{-0.019}$ +$\overline{H_{1635}}_{PC2}$ & $-0.031^{+0.023}_{-0.021}$ +$m$ & $-0.000239^{+0.000012}_{-0.000015}$ +$b$ & $2.4643^{+0.0073}_{-0.0056}$ Marginal max_posterior (mode) and 2sigma-HPD statistics -$\overline{B}$ & $3.9987^{+0.0013}_{-0.0182}$ -$\overline{B}_{PC1}$ & $0.73^{+0.17}_{-0.23}$ -$\overline{B}_{PC2}$ & $-0.442^{+0.038}_{-0.039}$ -$\overline{B}_{PC3}$ & $-0.386^{+0.052}_{-0.055}$ -$\overline{B}_{PC4}$ & $0.180^{+0.053}_{-0.043}$ -$\mu_{1430}$ & $1431.3^{+5.1}_{-4.1}$ -$\sigma_{1430}$ & $31.3^{+5.1}_{-4.4}$ -$a_{1430}$ & $0.0678^{+0.0079}_{-0.0083}$ -$\mu_{1515}$ & $1523.3^{+4.9}_{-4.6}$ -$\sigma_{1515}$ & $35.3^{+4.6}_{-4.1}$ -$a_{1515}$ & $0.0753^{+0.0067}_{-0.0070}$ -$\overline{H_{1635}}$ & $0.1736^{+0.0058}_{-0.0066}$ -$\overline{H_{1635}}_{PC1}$ & $0.079^{+0.032}_{-0.033}$ -$\overline{H_{1635}}_{PC2}$ & $-0.029^{+0.041}_{-0.045}$ -$m$ & $-0.000240^{+0.000025}_{-0.000033}$ -$b$ & $2.465^{+0.014}_{-0.013}$ +$\overline{B}$ & $3.9987^{+0.0013}_{-0.0183}$ +$\overline{B}_{PC1}$ & $0.72^{+0.18}_{-0.23}$ +$\overline{B}_{PC2}$ & $-0.442^{+0.039}_{-0.039}$ +$\overline{B}_{PC3}$ & $-0.385^{+0.052}_{-0.058}$ +$\overline{B}_{PC4}$ & $0.180^{+0.053}_{-0.042}$ +$\mu_{1430}$ & $1430.9^{+5.5}_{-3.8}$ +$\sigma_{1430}$ & $31.2^{+5.4}_{-4.5}$ +$a_{1430}$ & $0.0670^{+0.0086}_{-0.0078}$ +$\mu_{1515}$ & $1523.2^{+5.1}_{-4.5}$ +$\sigma_{1515}$ & $35.6^{+4.4}_{-4.4}$ +$a_{1515}$ & $0.0754^{+0.0064}_{-0.0071}$ +$\overline{H_{1635}}$ & $0.1732^{+0.0061}_{-0.0061}$ +$\overline{H_{1635}}_{PC1}$ & $0.080^{+0.031}_{-0.034}$ +$\overline{H_{1635}}_{PC2}$ & $-0.031^{+0.044}_{-0.044}$ +$m$ & $-0.000239^{+0.000024}_{-0.000036}$ +$b$ & $2.464^{+0.015}_{-0.012}$ Best-parameter's chi-squared: 1771.5019 diff --git 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@@ -54,6 +65,7 @@ "import numpy as np\n", "import pandas as pd\n", "\n", + "sys.path.append('../../../src/')\n", "import PyIRoGlass as pig\n", "\n", "from IPython.display import Image\n", @@ -78,11 +90,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "SPECTRA/\n", + "ChemThick.csv\n" + ] + } + ], "source": [ "# Change paths to direct to folder with transmission FTIR spectra \n", "\n", @@ -103,11 +124,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "RESULTS\n" + ] + } + ], "source": [ "# Change to be what you want the prefix of your output files to be. \n", "OUTPUT_PATH = 'RESULTS'\n", @@ -126,7 +155,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "metadata": { "tags": [] }, @@ -147,11 +176,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "['AC4_OL49_021920_30x30_H2O_a',\n", + " 'AC4_OL53_101220_256s_30x30_a',\n", + " 'STD_D1010_012821_256s_100x100_a']" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "DFS_FILES" ] @@ -166,11 +208,66 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "{'AC4_OL49_021920_30x30_H2O_a': Absorbance\n", + " Wavenumber \n", + " 1000.917 6.000000\n", + " 1002.845 6.000000\n", + " 1004.774 3.212358\n", + " 1006.702 6.000000\n", + " 1008.631 3.550053\n", + " ... ...\n", + " 5490.577 0.658218\n", + " 5492.505 0.657289\n", + " 5494.434 0.657169\n", + " 5496.362 0.658473\n", + " 5498.291 0.660256\n", + " \n", + " [2333 rows x 1 columns],\n", + " 'AC4_OL53_101220_256s_30x30_a': Absorbance\n", + " Wavenumber \n", + " 1000.916 6.000000\n", + " 1002.845 2.809911\n", + " 1004.774 2.584419\n", + " 1006.702 2.808356\n", + " 1008.631 3.712419\n", + " ... ...\n", + " 5490.576 0.118337\n", + " 5492.505 0.117460\n", + " 5494.433 0.117553\n", + " 5496.362 0.117506\n", + " 5498.291 0.116924\n", + " \n", + " [2333 rows x 1 columns],\n", + " 'STD_D1010_012821_256s_100x100_a': Absorbance\n", + " Wavenumber \n", + " 1000.916 3.844739\n", + " 1002.845 3.630789\n", + " 1004.774 6.000000\n", + " 1006.702 6.000000\n", + " 1008.631 6.000000\n", + " ... ...\n", + " 5490.576 0.394656\n", + " 5492.505 0.395436\n", + " 5494.433 0.396272\n", + " 5496.362 0.396495\n", + " 5498.291 0.396368\n", + " \n", + " [2333 rows x 1 columns]}" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "DFS_DICT" ] @@ -184,11 +281,125 @@ }, { 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SiO2TiO2Al2O3Fe2O3FeOMnOMgOCaONa2OK2OP2O5
Sample
AC4_OL49_021920_30x30_H2O_a52.341.0417.921.937.030.203.637.724.250.780.14
AC4_OL53_101220_256s_30x30_a47.951.0018.882.047.450.194.349.843.470.670.11
STD_D1010_012821_256s_100x100_a51.411.2616.580.007.580.007.5710.983.010.370.18
\n", + "
" + ], + "text/plain": [ + " SiO2 TiO2 Al2O3 Fe2O3 FeO MnO MgO \\\n", + "Sample \n", + "AC4_OL49_021920_30x30_H2O_a 52.34 1.04 17.92 1.93 7.03 0.20 3.63 \n", + "AC4_OL53_101220_256s_30x30_a 47.95 1.00 18.88 2.04 7.45 0.19 4.34 \n", + "STD_D1010_012821_256s_100x100_a 51.41 1.26 16.58 0.00 7.58 0.00 7.57 \n", + "\n", + " CaO Na2O K2O P2O5 \n", + "Sample \n", + "AC4_OL49_021920_30x30_H2O_a 7.72 4.25 0.78 0.14 \n", + "AC4_OL53_101220_256s_30x30_a 9.84 3.47 0.67 0.11 \n", + "STD_D1010_012821_256s_100x100_a 10.98 3.01 0.37 0.18 " + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "CHEMISTRY" ] @@ -202,11 +413,74 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 8, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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ThicknessSigma_Thickness
Sample
AC4_OL49_021920_30x30_H2O_a91.253
AC4_OL53_101220_256s_30x30_a39.003
STD_D1010_012821_256s_100x100_a231.003
\n", + "
" + ], + "text/plain": [ + " Thickness Sigma_Thickness\n", + "Sample \n", + "AC4_OL49_021920_30x30_H2O_a 91.25 3\n", + "AC4_OL53_101220_256s_30x30_a 39.00 3\n", + "STD_D1010_012821_256s_100x100_a 231.00 3" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "THICKNESS" ] @@ -237,11 +511,443 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::\n", + " Multi-core Markov-chain Monte Carlo (mc3).\n", + " Version 3.1.3.\n", + " Copyright (c) 2015-2024 Patricio Cubillos and collaborators.\n", + " mc3 is open-source software under the MIT license (see LICENSE).\n", + "::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::\n", + "\n", + "Least-squares best-fitting parameters:\n", + " [ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02\n", + " 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01\n", + " 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01\n", + " 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00]\n", + "\n", + "Yippee Ki Yay Monte Carlo!\n", + "Start MCMC chains (Mon Feb 26 23:13:55 2024)\n", + "\n", + "[: ] 10.0% completed (Mon Feb 26 23:13:58 2024)\n", + "Out-of-bound Trials:\n", + "[ 0 0 0 0 12548 0 0 15 0 28 26 0\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=367.7173)\n", + "[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02\n", + " 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01\n", + " 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01\n", + " 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00]\n", + "\n", + "[:: ] 20.0% completed (Mon Feb 26 23:14:00 2024)\n", + "Out-of-bound Trials:\n", + "[ 0 17 0 2 21871 0 7 17 0 1616 33 0\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=367.7173)\n", + "[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02\n", + " 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01\n", + " 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01\n", + " 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00]\n", + "\n", + "[::: ] 30.0% completed (Mon Feb 26 23:14:03 2024)\n", + "Out-of-bound Trials:\n", + "[ 0 84 0 17 30998 0 30 19 0 4295 36 0\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=367.7173)\n", + "[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02\n", + " 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01\n", + " 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01\n", + " 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.02062473 1.0218914 1.01118612 1.02429868 1.01665364 1.02043213\n", + " 1.03171651 1.00948773 1.02225562 1.01517295 1.0130768 1.00129114\n", + " 1.01264427 1.01462605 1.02144802 1.02168841]\n", + "\n", + "[:::: ] 40.0% completed (Mon Feb 26 23:14:06 2024)\n", + "Out-of-bound Trials:\n", + "[ 0 153 0 34 41597 0 59 19 0 7236 40 0\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=367.7173)\n", + "[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02\n", + " 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01\n", + " 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01\n", + " 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.00314703 1.00333475 1.00177094 1.0026649 1.00250092 1.00331417\n", + " 1.00674926 1.00281222 1.00402321 1.00282594 1.00160261 1.00187803\n", + " 1.00467392 1.00192639 1.00316731 1.00305075]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "[::::: ] 50.0% completed (Mon Feb 26 23:14:09 2024)\n", + "Out-of-bound Trials:\n", + "[ 0 257 0 56 53558 2 99 21 0 10479 45 0\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=367.7173)\n", + "[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02\n", + " 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01\n", + " 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01\n", + " 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.00099324 1.00107973 1.00141163 1.00065892 1.00163725 1.00162191\n", + " 1.00480284 1.00176308 1.00162651 1.00186493 1.00142173 1.00160345\n", + " 1.00290009 1.0015159 1.00099683 1.00094657]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "[:::::: ] 60.0% completed (Mon Feb 26 23:14:12 2024)\n", + "Out-of-bound Trials:\n", + "[ 0 360 0 87 66036 10 160 23 1 13977 46 0\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=367.7173)\n", + "[ 1.10404703e+00 -1.05049335e+00 9.37626609e-01 -9.34063626e-02\n", + " 3.00000000e-01 1.42799222e+03 2.88533201e+01 1.09429137e-01\n", + " 1.51747427e+03 3.56110384e+01 1.06864326e-01 6.58349188e-01\n", + " 1.12132094e-01 4.47459570e-02 -3.10092217e-04 1.23382530e+00]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.00081408 1.00093558 1.00064732 1.00060529 1.0015677 1.00078646\n", + " 1.0034406 1.00130847 1.00133346 1.00211987 1.00076428 1.0011728\n", + " 1.00101474 1.00118053 1.00085404 1.00085925]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "All parameters satisfy the GR convergence threshold of 1.01, stopping\n", + "the MCMC.\n", + "\n", + "MCMC Summary:\n", + "-------------\n", + " Number of evaluated samples: 606345\n", + " Number of parallel chains: 9\n", + " Average iterations per chain: 67371\n", + " Burned-in iterations per chain: 20000\n", + " Thinning factor: 5\n", + " MCMC sample size (thinned, burned): 85269\n", + " Acceptance rate: 22.52%\n", + "med_central\n", + "\n", + "Parameter name best fit median 1sigma_low 1sigma_hi S/N\n", + "--------------- ----------- ----------------------------------- ---------\n", + "B_mean 1.1040e+00 1.1315e+00 -3.3148e-02 3.9604e-02 29.4\n", + "B_PC1 -1.0505e+00 -7.6892e-01 -3.5885e-01 4.1934e-01 2.6\n", + "B_PC2 9.3763e-01 9.3449e-01 -1.9754e-02 1.9845e-02 47.4\n", + "B_PC3 -9.3406e-02 -5.9083e-02 -5.6778e-02 6.2597e-02 1.5\n", + "B_PC4 3.0000e-01 2.7946e-01 -2.8316e-02 1.5065e-02 13.0\n", + "G1430_peak 1.4280e+03 1.4280e+03 -1.4031e+00 1.4651e+00 1006.1\n", + "G1430_std 2.8853e+01 2.8852e+01 -1.1451e+00 1.2263e+00 23.9\n", + "G1430_amp 1.0943e-01 1.0868e-01 -4.0711e-03 4.0112e-03 27.4\n", + "G1515_peak 1.5175e+03 1.5176e+03 -1.5339e+00 1.4976e+00 999.5\n", + "G1515_std 3.5611e+01 3.5813e+01 -1.9839e+00 2.1114e+00 18.3\n", + "G1515_amp 1.0686e-01 1.0678e-01 -3.7004e-03 3.6176e-03 29.5\n", + "H1635_mean 6.5835e-01 6.5855e-01 -3.0640e-03 3.0457e-03 214.1\n", + "H1635_PC1 1.1213e-01 1.0987e-01 -1.6370e-02 1.6183e-02 6.9\n", + "H1635_PC2 4.4746e-02 4.4314e-02 -2.1486e-02 2.0034e-02 2.2\n", + "m -3.1009e-04 -2.6197e-04 -6.0886e-05 7.0634e-05 4.6\n", + "b 1.2338e+00 1.2196e+00 -2.2209e-02 1.9452e-02 57.9\n", + "\n", + " Best-parameter's chi-squared: 366.4053\n", + " Best-parameter's -2*log(posterior): 367.7173\n", + " Bayesian Information Criterion: 468.6492\n", + " Reduced chi-squared: 0.6317\n", + " Standard deviation of residuals: 0.00784075\n", + "\n", + "For a detailed summary with all parameter posterior statistics see\n", + "/Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt\n", + "\n", + "Output sampler files:\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a_statistics.txt\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.npz\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL49_021920_30x30_H2O_a.log\n", + "\n", + "::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::\n", + " Multi-core Markov-chain Monte Carlo (mc3).\n", + " Version 3.1.3.\n", + " Copyright (c) 2015-2024 Patricio Cubillos and collaborators.\n", + " mc3 is open-source software under the MIT license (see LICENSE).\n", + "::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::\n", + "\n", + "Least-squares best-fitting parameters:\n", + " [ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01\n", + " 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02\n", + " 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01\n", + " -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01]\n", + "\n", + "Yippee Ki Yay Monte Carlo!\n", + "Start MCMC chains (Mon Feb 26 23:14:40 2024)\n", + "\n", + "[: ] 10.0% completed (Mon Feb 26 23:14:43 2024)\n", + "Out-of-bound Trials:\n", + "[ 0 684 0 365 56 3 0 153 0 0 310 1 0 0 0 0]\n", + "Best Parameters: (chisq=49.7843)\n", + "[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01\n", + " 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02\n", + " 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01\n", + " -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01]\n", + "\n", + "[:: ] 20.0% completed (Mon Feb 26 23:14:46 2024)\n", + "Out-of-bound Trials:\n", + "[ 0 3415 0 538 408 110 1741 167 19 454 330 1 0 0\n", + " 0 0]\n", + "Best Parameters: (chisq=49.7843)\n", + "[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01\n", + " 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02\n", + " 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01\n", + " -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01]\n", + "\n", + "[::: ] 30.0% completed (Mon Feb 26 23:14:49 2024)\n", + "Out-of-bound Trials:\n", + "[ 1 9583 0 1010 988 283 4465 189 65 1983 352 1 0 0\n", + " 0 0]\n", + "Best Parameters: (chisq=49.7843)\n", + "[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01\n", + " 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02\n", + " 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01\n", + " -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.02928223 1.03071892 1.01448673 1.02598308 1.03142111 1.02938708\n", + " 1.02736575 1.00978416 1.00690636 1.04512215 1.00678422 1.0062059\n", + " 1.00912016 1.01423794 1.02874914 1.02870481]\n", + "\n", + "[:::: ] 40.0% completed (Mon Feb 26 23:14:51 2024)\n", + "Out-of-bound Trials:\n", + "[ 3 17775 0 1583 1789 506 8103 201 101 3931 371 1\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=49.7843)\n", + "[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01\n", + " 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02\n", + " 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01\n", + " -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.00454862 1.00450433 1.00359418 1.00419232 1.00347071 1.00388642\n", + " 1.00744758 1.00205548 1.00299493 1.00610695 1.00302915 1.00350184\n", + " 1.00401459 1.00278431 1.0045196 1.00448065]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "[::::: ] 50.0% completed (Mon Feb 26 23:14:55 2024)\n", + "Out-of-bound Trials:\n", + "[ 10 27095 0 2210 2667 691 11977 214 140 5740 381 1\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=49.7843)\n", + "[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01\n", + " 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02\n", + " 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01\n", + " -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.00188916 1.00189079 1.00352467 1.00224786 1.00201096 1.00257685\n", + " 1.00409627 1.00040005 1.0006055 1.0017267 1.00188552 1.00221275\n", + " 1.00273694 1.00191109 1.00177543 1.00177611]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "[:::::: ] 60.0% completed (Mon Feb 26 23:14:58 2024)\n", + "Out-of-bound Trials:\n", + "[ 14 36579 0 2908 3492 910 15808 229 180 7935 390 1\n", + " 0 0 0 0]\n", + "Best Parameters: (chisq=49.7843)\n", + "[ 5.11735256e-01 -2.96327857e+00 2.75707713e-01 -5.06637020e-01\n", + " 2.26248969e-01 1.42725865e+03 3.43512089e+01 5.02432185e-02\n", + " 1.51923346e+03 3.24143047e+01 5.30599429e-02 2.99675070e-01\n", + " -5.25464625e-02 4.67980624e-02 -4.44873187e-04 7.21255294e-01]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.00049477 1.00056065 1.00193161 1.00085597 1.00106705 1.00238148\n", + " 1.00314648 1.00047687 1.00119339 1.0012313 1.00131779 1.00159107\n", + " 1.00128514 1.00072435 1.00048802 1.00054948]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "All parameters satisfy the GR convergence threshold of 1.01, stopping\n", + "the MCMC.\n", + "\n", + "MCMC Summary:\n", + "-------------\n", + " Number of evaluated samples: 606795\n", + " Number of parallel chains: 9\n", + " Average iterations per chain: 67421\n", + " Burned-in iterations per chain: 20000\n", + " Thinning factor: 5\n", + " MCMC sample size (thinned, burned): 85359\n", + " Acceptance rate: 23.97%\n", + "med_central\n", + "\n", + "Parameter name best fit median 1sigma_low 1sigma_hi S/N\n", + "--------------- ----------- ----------------------------------- ---------\n", + "B_mean 5.1174e-01 5.5583e-01 -3.3859e-02 5.3519e-02 11.7\n", + "B_PC1 -2.9633e+00 -2.5050e+00 -3.5325e-01 5.4571e-01 6.6\n", + "B_PC2 2.7571e-01 2.6988e-01 -2.0602e-02 2.0370e-02 13.5\n", + "B_PC3 -5.0664e-01 -4.4793e-01 -4.9190e-02 7.2510e-02 8.3\n", + "B_PC4 2.2625e-01 1.8952e-01 -4.5871e-02 3.7705e-02 5.4\n", + "G1430_peak 1.4273e+03 1.4271e+03 -3.1170e+00 3.0818e+00 458.5\n", + "G1430_std 3.4351e+01 3.4426e+01 -3.0457e+00 2.9746e+00 12.2\n", + "G1430_amp 5.0243e-02 4.9915e-02 -4.2661e-03 4.3025e-03 11.7\n", + "G1515_peak 1.5192e+03 1.5194e+03 -2.8161e+00 2.7561e+00 541.3\n", + "G1515_std 3.2414e+01 3.3066e+01 -2.7251e+00 3.0765e+00 11.6\n", + "G1515_amp 5.3060e-02 5.3347e-02 -3.7046e-03 3.6608e-03 14.4\n", + "H1635_mean 2.9968e-01 3.0020e-01 -3.1322e-03 3.0275e-03 97.9\n", + "H1635_PC1 -5.2546e-02 -5.4786e-02 -1.6592e-02 1.6393e-02 3.2\n", + "H1635_PC2 4.6798e-02 4.6141e-02 -1.8045e-02 1.7245e-02 2.7\n", + "m -4.4487e-04 -3.6707e-04 -5.9917e-05 9.2727e-05 5.8\n", + "b 7.2126e-01 6.9786e-01 -2.7804e-02 1.8138e-02 31.3\n", + "\n", + " Best-parameter's chi-squared: 48.7939\n", + " Best-parameter's -2*log(posterior): 49.7843\n", + " Bayesian Information Criterion: 151.0377\n", + " Reduced chi-squared: 0.0841\n", + " Standard deviation of residuals: 0.00286127\n", + "\n", + "For a detailed summary with all parameter posterior statistics see\n", + "/Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt\n", + "\n", + "Output sampler files:\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a_statistics.txt\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.npz\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/AC4_OL53_101220_256s_30x30_a.log\n", + "\n", + "::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::\n", + " Multi-core Markov-chain Monte Carlo (mc3).\n", + " Version 3.1.3.\n", + " Copyright (c) 2015-2024 Patricio Cubillos and collaborators.\n", + " mc3 is open-source software under the MIT license (see LICENSE).\n", + "::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::::\n", + "\n", + "Least-squares best-fitting parameters:\n", + " [ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01\n", + " 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02\n", + " 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01\n", + " 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00]\n", + "\n", + "Yippee Ki Yay Monte Carlo!\n", + "Start MCMC chains (Mon Feb 26 23:15:25 2024)\n", + "\n", + "[: ] 10.0% completed (Mon Feb 26 23:15:28 2024)\n", + "Out-of-bound Trials:\n", + "[19093 0 0 54 74 7 94 109 42 1330 92 22\n", + " 0 0 0 2]\n", + "Best Parameters: (chisq=1772.7011)\n", + "[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01\n", + " 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02\n", + " 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01\n", + " 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00]\n", + "\n", + "[:: ] 20.0% completed (Mon Feb 26 23:15:30 2024)\n", + "Out-of-bound Trials:\n", + "[35191 1 0 114 224 31 491 124 100 5696 105 26\n", + " 0 0 0 2]\n", + "Best Parameters: (chisq=1772.7011)\n", + "[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01\n", + " 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02\n", + " 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01\n", + " 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00]\n", + "\n", + "[::: ] 30.0% completed (Mon Feb 26 23:15:33 2024)\n", + "Out-of-bound Trials:\n", + "[50731 1 0 163 380 69 1076 133 184 10726 108 26\n", + " 0 0 0 2]\n", + "Best Parameters: (chisq=1772.7011)\n", + "[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01\n", + " 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02\n", + " 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01\n", + " 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.01546035 1.00862648 1.01497395 1.01164114 1.00680852 1.00536214\n", + " 1.00190057 1.00410812 1.00188736 1.00881697 1.00721386 1.00754518\n", + " 1.0040592 1.0095593 1.01002339 1.00968503]\n", + "\n", + "[:::: ] 40.0% completed (Mon Feb 26 23:15:36 2024)\n", + "Out-of-bound Trials:\n", + "[66116 3 0 213 556 104 1768 140 287 15880 111 27\n", + " 0 0 0 2]\n", + "Best Parameters: (chisq=1772.7011)\n", + "[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01\n", + " 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02\n", + " 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01\n", + " 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.00781705 1.00718522 1.00312985 1.00542246 1.00215056 1.00293997\n", + " 1.0048039 1.00239916 1.00334896 1.00306524 1.00516903 1.00455872\n", + " 1.00130712 1.00124875 1.00866592 1.00790952]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "[::::: ] 50.0% completed (Mon Feb 26 23:15:39 2024)\n", + "Out-of-bound Trials:\n", + "[81523 5 0 287 718 149 2414 147 378 20922 116 28\n", + " 0 0 0 3]\n", + "Best Parameters: (chisq=1772.7011)\n", + "[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01\n", + " 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02\n", + " 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01\n", + " 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.00378904 1.00298924 1.00116113 1.00293265 1.00239662 1.00072207\n", + " 1.00081328 1.00239007 1.00094895 1.00203331 1.00254787 1.00229325\n", + " 1.00046854 1.00125237 1.00336467 1.00296366]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "[:::::: ] 60.0% completed (Mon Feb 26 23:15:42 2024)\n", + "Out-of-bound Trials:\n", + "[96145 7 0 351 903 204 3173 153 460 26313 121 31\n", + " 0 0 0 3]\n", + "Best Parameters: (chisq=1772.7011)\n", + "[ 4.00000000e+00 7.61701691e-01 -4.43002865e-01 -3.78998965e-01\n", + " 1.78618397e-01 1.43145228e+03 3.10666647e+01 6.75782614e-02\n", + " 1.52297536e+03 3.53705383e+01 7.55599748e-02 1.73486515e-01\n", + " 7.66582550e-02 -2.79768984e-02 -2.32146681e-04 2.46235254e+00]\n", + "Gelman-Rubin statistics for free parameters:\n", + "[1.0027073 1.00225254 1.00121991 1.00231563 1.0014943 1.00054318\n", + " 1.00094979 1.00163839 1.0006375 1.00134543 1.00126139 1.00173127\n", + " 1.0005226 1.00092404 1.00242881 1.00232015]\n", + "All parameters converged to within 1% of unity.\n", + "\n", + "All parameters satisfy the GR convergence threshold of 1.01, stopping\n", + "the MCMC.\n", + "\n", + "MCMC Summary:\n", + "-------------\n", + " Number of evaluated samples: 606540\n", + " Number of parallel chains: 9\n", + " Average iterations per chain: 67393\n", + " Burned-in iterations per chain: 20000\n", + " Thinning factor: 5\n", + " MCMC sample size (thinned, burned): 85308\n", + " Acceptance rate: 20.09%\n", + "med_central\n", + "\n", + "Parameter name best fit median 1sigma_low 1sigma_hi S/N\n", + "--------------- ----------- ----------------------------------- ---------\n", + "B_mean 4.0000e+00 3.9957e+00 -7.2262e-03 3.2357e-03 642.7\n", + "B_PC1 7.6170e-01 7.0307e-01 -1.0176e-01 9.0427e-02 7.5\n", + "B_PC2 -4.4300e-01 -4.4225e-01 -1.9258e-02 1.9303e-02 22.9\n", + "B_PC3 -3.7900e-01 -3.8793e-01 -2.6695e-02 2.6980e-02 14.0\n", + "B_PC4 1.7862e-01 1.8413e-01 -2.2940e-02 2.4711e-02 7.5\n", + "G1430_peak 1.4315e+03 1.4315e+03 -2.1382e+00 2.4247e+00 624.1\n", + "G1430_std 3.1067e+01 3.1386e+01 -2.2715e+00 2.5696e+00 12.7\n", + "G1430_amp 6.7578e-02 6.7312e-02 -3.9727e-03 4.1737e-03 16.6\n", + "G1515_peak 1.5230e+03 1.5234e+03 -2.3362e+00 2.4167e+00 635.1\n", + "G1515_std 3.5371e+01 3.5662e+01 -2.6691e+00 2.5378e+00 14.5\n", + "G1515_amp 7.5560e-02 7.5148e-02 -3.3333e-03 3.3565e-03 22.6\n", + "H1635_mean 1.7349e-01 1.7323e-01 -3.0519e-03 3.0813e-03 56.8\n", + "H1635_PC1 7.6658e-02 7.8179e-02 -1.6735e-02 1.6613e-02 4.7\n", + "H1635_PC2 -2.7977e-02 -3.0890e-02 -2.2049e-02 2.1609e-02 1.3\n", + "m -2.3215e-04 -2.4138e-04 -1.4988e-05 1.1906e-05 15.8\n", + "b 2.4624e+00 2.4654e+00 -6.2362e-03 6.5930e-03 373.4\n", + "\n", + " Best-parameter's chi-squared: 1771.5019\n", + " Best-parameter's -2*log(posterior): 1772.7011\n", + " Bayesian Information Criterion: 1873.7457\n", + " Reduced chi-squared: 3.0543\n", + " Standard deviation of residuals: 0.0172404\n", + "\n", + "For a detailed summary with all parameter posterior statistics see\n", + "/Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt\n", + "\n", + "Output sampler files:\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a_statistics.txt\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/NPZTXTFILES/RESULTS/STD_D1010_012821_256s_100x100_a.npz\n", + " /Users/sarahshi/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/LOGFILES/RESULTS/STD_D1010_012821_256s_100x100_a.log\n" + ] + } + ], "source": [ "DF_OUTPUT, FAILURES = pig.calculate_baselines(DFS_DICT, EXPORT_PATH)\n", "DF_OUTPUT.to_csv('DF.csv')" @@ -258,11 +964,177 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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PH_3550_MPH_3550_STDH2Ot_3550_MAXBL_H2Ot_3550_MAXH2Ot_3550_SATPH_1635_BPPH_1635_STDPH_1515_BPPH_1515_STDP_1515_BP...PC4_BPPC4_STDm_BPm_STDb_BPb_STDPH_1635_PC1_BPPH_1635_PC1_STDPH_1635_PC2_BPPH_1635_PC2_STD
AC4_OL49_021920_30x30_H2O_a2.172250.0022122.6498370.459859*0.6583490.0030750.1068640.0036181517.474274...0.3000000.023017-0.0003100.0000681.2338250.0213020.1121320.0161930.0447460.020452
AC4_OL53_101220_256s_30x30_a1.5233430.0033091.6310440.135541-0.2996750.0030620.0530600.0036761519.233464...0.2262490.042271-0.0004450.0000760.7212550.023017-0.0525460.0163970.0467980.017608
STD_D1010_012821_256s_100x100_a2.7108940.0015872.9155080.206641*0.1734870.0030560.0755600.0033491522.975358...0.1786180.023738-0.0002320.0000152.4623530.0065940.0766580.016476-0.0279770.021748
\n", + "

3 rows × 45 columns

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" + ], + "text/plain": [ + " PH_3550_M PH_3550_STD H2Ot_3550_MAX \\\n", + "AC4_OL49_021920_30x30_H2O_a 2.17225 0.002212 2.649837 \n", + "AC4_OL53_101220_256s_30x30_a 1.523343 0.003309 1.631044 \n", + "STD_D1010_012821_256s_100x100_a 2.710894 0.001587 2.915508 \n", + "\n", + " BL_H2Ot_3550_MAX H2Ot_3550_SAT PH_1635_BP \\\n", + "AC4_OL49_021920_30x30_H2O_a 0.459859 * 0.658349 \n", + "AC4_OL53_101220_256s_30x30_a 0.135541 - 0.299675 \n", + "STD_D1010_012821_256s_100x100_a 0.206641 * 0.173487 \n", + "\n", + " PH_1635_STD PH_1515_BP PH_1515_STD \\\n", + "AC4_OL49_021920_30x30_H2O_a 0.003075 0.106864 0.003618 \n", + "AC4_OL53_101220_256s_30x30_a 0.003062 0.053060 0.003676 \n", + "STD_D1010_012821_256s_100x100_a 0.003056 0.075560 0.003349 \n", + "\n", + " P_1515_BP ... PC4_BP PC4_STD \\\n", + "AC4_OL49_021920_30x30_H2O_a 1517.474274 ... 0.300000 0.023017 \n", + "AC4_OL53_101220_256s_30x30_a 1519.233464 ... 0.226249 0.042271 \n", + "STD_D1010_012821_256s_100x100_a 1522.975358 ... 0.178618 0.023738 \n", + "\n", + " m_BP m_STD b_BP b_STD \\\n", + "AC4_OL49_021920_30x30_H2O_a -0.000310 0.000068 1.233825 0.021302 \n", + "AC4_OL53_101220_256s_30x30_a -0.000445 0.000076 0.721255 0.023017 \n", + "STD_D1010_012821_256s_100x100_a -0.000232 0.000015 2.462353 0.006594 \n", + "\n", + " PH_1635_PC1_BP PH_1635_PC1_STD \\\n", + "AC4_OL49_021920_30x30_H2O_a 0.112132 0.016193 \n", + "AC4_OL53_101220_256s_30x30_a -0.052546 0.016397 \n", + "STD_D1010_012821_256s_100x100_a 0.076658 0.016476 \n", + "\n", + " PH_1635_PC2_BP PH_1635_PC2_STD \n", + "AC4_OL49_021920_30x30_H2O_a 0.044746 0.020452 \n", + "AC4_OL53_101220_256s_30x30_a 0.046798 0.017608 \n", + "STD_D1010_012821_256s_100x100_a -0.027977 0.021748 \n", + "\n", + "[3 rows x 45 columns]" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "DF_OUTPUT" ] @@ -276,11 +1148,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['PH_3550_M', 'PH_3550_STD', 'H2Ot_3550_MAX', 'BL_H2Ot_3550_MAX',\n", + " 'H2Ot_3550_SAT', 'PH_1635_BP', 'PH_1635_STD', 'PH_1515_BP',\n", + " 'PH_1515_STD', 'P_1515_BP', 'P_1515_STD', 'STD_1515_BP', 'STD_1515_STD',\n", + " 'PH_1430_BP', 'PH_1430_STD', 'P_1430_BP', 'P_1430_STD', 'STD_1430_BP',\n", + " 'STD_1430_STD', 'PH_5200_M', 'PH_5200_STD', 'PH_4500_M', 'PH_4500_STD',\n", + " 'STN_P5200', 'ERR_5200', 'STN_P4500', 'ERR_4500', 'AVG_BL_BP',\n", + " 'AVG_BL_STD', 'PC1_BP', 'PC1_STD', 'PC2_BP', 'PC2_STD', 'PC3_BP',\n", + " 'PC3_STD', 'PC4_BP', 'PC4_STD', 'm_BP', 'm_STD', 'b_BP', 'b_STD',\n", + " 'PH_1635_PC1_BP', 'PH_1635_PC1_STD', 'PH_1635_PC2_BP',\n", + " 'PH_1635_PC2_STD'],\n", + " dtype='object')" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "DF_OUTPUT.columns" ] @@ -317,11 +1210,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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yz3SKfKeF/XXt2tUJ7cIUy6RQfuGFF1wVCCY5T9qpRGCkrcoy9v3DDz8k7WCx8TPPPONeyY6F5Yg1EShy3ggCox0oZnz9+uuvjg3RGBFmIioMjY4aLyI/Ih5EXBgaE3i8IV5cuHCh/2p77rlnnu+saNKkyTrLTjnlFONFBEfOneiWso2PwCuvvOL+FmfNmuXEt/vss48Tu0bvy+iZEx3//vvvdxPPEA4jqiVqqUwEREAEREAEREAEREAEREAEREAEREAEREAEREAEREAERCA9BJbPmGm5OWvSU1kha8mIZRWrmE/QDl/d1KlTXeTCpk3zF7xRLlHUQ+ohaiJ+KMpg+BDx0R155JHuO4FB7rzzTvdZ/xWNAPdRds5qt/FmFStYpY1VoDhy5EgXPZE0dt64gYj8ggPbR8Px63j/+eefncOLKC0jRoxwaeV22WWXhCmdqX/ChAm25ZZbOrGijxAT1pff56xVK91q6jjxxBNdGjveQ0d7ftuvz3U4lGfMmGG77rrr+tyN6hYBERABERABERCBtBEgAl+jRo2sf//+rs6OHTs6wWJ0B4jneBXHBgwY4NqBffv2jVeDeK9x48a2evVqe/PNN100QFYiNkRYRTpkXkQxvOWWW1x0xbvvvtsIPf/nn3/aQQcdZM2aNXP1ESa+W7durixpmTt37hzfT3E+EOUwP0uFDeLF9W1h+31970v1lzwBJpIhLDz88MONqKT8HRE988cff3R9okRHRN+ESWP8nRDd89VXX3UpykltLiFrImJaJgIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAKFJzDq5JNtVSyYxYaw1g8/bI0OObjAXfsgHwUVLKgcwTIIZIcRPVGWXgK5a3Ise/UqV2m9SjlWtf7madtBqYqgiKM3GlGDSC0Y0ToSCRQnTZrkorX07NnTpk+f7rb/+uuvXcSbQYMGxUERUYZoNUTGIVoMzuT333/ftttuu3iZ8APRcP7+++/4IiLYLK8xx65+tZvNmrvYdr1gG7du9KLv7M7H7rebLrvalT/nnHPcO+FJS9LxhhP8+++/tzfeeMOl+osf+Cb2YdWqVS63POFeSdUoEwEREAEREAERKL0EECwhDvSGWLCwRluxX79+8c3uu+8+87OviMDoBYRMMDnhhBPi5fiA6HDcuHEuuuA111wTb7uRXhlBlTcvjmRyy5dffulmZNWoUcMOOOAAX8S1M1m3cuVK69OnzzrRDOMF9UEEyiCB119/Pc9R0/dAfIiAd7/99suzzn8hciJ9u9dee81FAWViV4sWLdzf68033+yL6V0EREAEREAEREAEREAEREAEREAEREAEREAEREAEREAERGAjJ0AG3aVLlzo9FcFLkhnlCGCXyBYsWOAyenktUGZmpgtqxzvB3Lx/MNG2LCOD2uTJk53vMJGeCy0ZQT+I1IhxHLzwCe67777On+hWxP7D70igBnyFBWWb8tuUifeY+DNrdZY71FrVcmLnnpG2wy6ftprSUBHismhUQ5/Gj3WJLCsry6XTqxYLGcrNQgjPYcOGOScxAkQsIyPD/vrrLxs/fryL8kFEHASLiAmTGfVyc/oXzvPNq+9hreoea7s3b2/NYjdkzTorrf6W/9jUmu9Y90EH2VVDzrCKe5e3rM0qWI8be8ZVu8n24ZeTUvD888+3e+65xy0iBCmpDhFcpmJEjsQ5iJL4vPPOM6KSbIo2YsQQu7nPITZ60qP25Btn2G2PdLZ7HjnBbr2zm02a+EseJPxw4Vi966678izXFxEQAREQAREQgZIjwIQCRE7+tdVWWxV657TzwlDv22+/vUtBS0V0CLbZZu2kktNPP90OPPDAPPUTVfuII45wbYKwI8IEFn9MvBOd2xv7O+yww/KIE1nHjC3q79SpUzxVtN9G7yKwsRHgfsfyi5zJhC1SpZOiHGOiGBEYP/jgA/dd/4mACIiACIiACIiACIiACIiACIhAYQngR8P5zOukk06yxYsXF7YKlRcBERABERABERABEdgABA499FCn3Xr++ecT7t1HRSRd8w8//GC//JJX48NGL7zwgsvq5LOYEbRu8ODB9u2339rBBx9s//3vfxPWzUK0ZPglqT+Rn+Kbb76xffbZx2m1KI9WjOAm1P3ss886vyE6MuyJJ55wGi+2wY84f/58t3xj+C83J9dycte4U6lZs5zVSaNAsVRFUKxTp45L0RxeNN+5YF0i88t79OgRj1RzyCGH2Lbbbmuff/65c4LhFGvYsGF8cyJ5kLqPbRAHIm6M2vXXX59nEd/HTZxpm9fYzb38Si7MitULbemqv21R1nSbV/dXa9J8ja1cM83OfvJk26liO9ur5S7Oie0deWw7dtyPNvLb12117pKYEHGazf0nFq0xY5zd+8R3lp29ygY9+p39Mz/LSEd46qmn+t0lfB/+yYN2Td99bUnVXMuNlXjyx4uswRcZdnyHu2zXXfZNuI1fCAci/Tz++OPOse6X804ESSISEX0IZyJOxfVtHAuRIEmTGPLy+50zZ447jtmzZ7tjQ9jZunXr2I/DUvtgyv32TzNfkvfMta/YrfP0Fz3soD8usMM6rY2GdOuttxpOU16zZs+K/bBcHBPHVra6tZu4Dm21ahm2YuVi26zhVvbrr78agolatWqFleuzCIiACIiACIhAGSJAB0EmAiJQdAIMBnz22Wc2d+5c10EnCmKrVq2SVvj777/HBcK+EILht99+23/N875w4UI36SpcyMQtmQiIgAiIgAiIgAiIgAiIgAiIgAh4AkSowa9FcJNevXoZmTQUiMLT0bsIiIAIiIAIiMCmSmDne+62nCRB39Y3k9pBkI/89kXUxBtvvNHQ6vAZHRQB7AhWh98AndADDzxgp5xyihMAkhUNwaHPtPvuu++67a+++up4Zt7LL788vss999zTZXQ65phj4svCDx07dnRB79AYRQ2dEscVBrkju1ooeETDhJ8EfdIdd9zhAuQRbZHgeE899ZTdcMMN0WrL5Pd/s2dblUrVbHWNqla3ZvoiKJYqgeJ//vMfJxgLc4oTFpMLGkbGCa/iTjvt5L5SJjS+e4VtuNx/pvPCfvIr48v698zl2carepWK8Ugg5ctVsOqVGrhXo2o7Wsu6XVzx3NxY2Ms1mbZ81QL7YvJvNj0z12pWrWNZK+ZY9so/7Y9VP9vcGrNs2ap5Zq1yrW6r6kaMyEkW+x7TS3a9oYXN/3qVXXtdTzvooIMsWcrDvk9dZAta+hliayOZcAB/1s62QaOvtIsqPxFzHO7mjon/cCSSBnrw4DfskxEf24MPPujWsY/wD3XkN1/HIjpeGRMpzrV3hj5nA568N9bR62e77Lx7vK50fyDs6nHHH2Fjfv45Fpmoiw0a9GKeiJoDnuxnw4Y/bTvtX8uya662GruavTb8Unvzm3K2rNJqW1KlnFVZk2vbrtnCslauspXZyyynUrYtrJFtCzLK29t/DrCx/d+0CuUqWZXN5tlVt+0XE0GarWo01u74bO2PUIPlZmsq5NqimBYzN7ayYkwdXCOWebLCSLMqqzJs/qRqtmebg+3s7lek+/RVnwiIgAiIgAiIgAiIgAiUWgKzZs1yswqZKERnnUlfySw7O9sQF/r06L4cE8OYIJbIpk6daldeeWWeVcmi6OcppC8iIAIiIAIiIAIiIAIiIAIiIAKlmgB9yBdffNEFFSG7FSnziKBz4oknOqGhP3iynw0cONA5fgmYQQQbsobVrl3bF3HBLfwXnNUTJ070X0vNO8FTcKBjBOIg+wAZN4jYky4jnSCTAGHWvHnzlKodMmSIJep7//HHH/boo4/addddF09nWFCFZ511lvPdcr1SNQQIZISLZjjx2xORaNKkSbbjjjvGA9L4dam8z5w504kaYNKiRQsLxQuJtmfcYuzYsS5CE6keERucdtpp6xSdN2+e3X///e6+JJgJwliyr4RGZj8y4y1ZssT22msvV4ZUkOvTGF/Bx/vdd9+5ID0XX3yxtWnTpsBdEnmKe4HgPvwN8gqNMR2C2nzxxRcucAvBfpJds2XLllnv3r1dKsxrr702rEafRUAEREAESphAw0gGsRLefcq7Q69EYDCep5dccokTKhKkjPbSI4884upByzV8+HAXoZB2AdnQeO6RHprAcogcQ0M0SBvimWeecW3HcF2iz4kCpfE869mz5zpBFNCTcSzTpk1zgdQ4nj///NNlcEOciPHsJ8LixmIxiZSz2jF929KqNTfeCIrHHnusU5XSMEIsh4AQpSkdFd8BIe0xDfvu3bu7G5dGJo36V1991TXwIUW4T/KA+wYTNwgRFH0EQKIy0rhiu8I0EBvWrmQtGmbZ7rvtEHO45djCzJU2f+FyW7w0y5avXB0TxK2OHfPai1WuXHmrUrG2e9VrtfXahbH/MyrHGq21t7MGdqBblpMTi7aY9bctzpoW+6OaYUvnzbJFVWfavEqLLKNDhh1zQAt78uk+duvNa/8YfUWDBvW1ybPftIVbIGssZ80WVrUj210ZC4la3caM/8p+XDrMllQqby99dIVds8V/rVbNuvblF5/FeD5mZ1y8sz3yw4WWW6ecXd1vX5v9fZYNfvtRO/roo11nicbnsFHX22bHVbTNrInfpT313cV27D9XW8f2x7plo0aNctEG6VgV15YtW2J3vXC4NT0lN/baOVbdDLvj8c522xWfuKofeuwKm1wj1sg+urr9bURS+VeMuXnOv7uOfY/Bb/rP9nblNc/9u2zt208/f2Vvfn29/V3TbHLVBWsX5om0WM7Kxbbl0s2vRr3/1h37tLp8OSdWdBtVyTZrk21f22Cb1vcdu+r0N2P3ZUOj00S6R5kIiIAIiIAIiIAIiIAIbKwEaPP7dj8dciKsM4msXbt265wy/S4cD6RACC1Z9HrKMIjO5LTQfB8wXKbPIiACIiACIiACIiACIiACIiACZYcAQjp8fPQHTz/9dCcwREh2yy23uDR7pOXD3nrrLevWrZsL2NGlSxfXn0RIhXDuk08+WSeCP45snNj4E0MjvR77jFrdunVt6623ji5eL9/xUfbv3985yBHBkcnrpptucudy6aWXpm2f1I0fNVVDOInoLDo5EJYPP/ywO17Eo6kY/lcEboWxgo4XYSGpuxEEeod/qvWTEQ5xAGMLxx9/vEv1SDaVMWPGJK0LoQHlERuS1YEJmVGBIkKIfffd103SPPPMM+2jjz5y+/nxxx/j9xPX+rLLLnOiBsZInn76aXvvvfeMlI+MjaRi7J9Jmqny57qT2pLt2Pf48ePd3xaZL9q2bZt0l9yHpKTkffXq1Xbuuee6zIbhPUHUKrgh8ES8StZCokfxdxk1RCL8DTdr1swkUIzS0XcREAEREIFkBBACIqxHWMizjGBtTDwJhYO03Qi8RrsA8SE+h5133nmdoAjsg7Yl0RcXLYpprIqg2+G5ToCGI444IqFAkbYdkzw4Jp7BCPSrV68ePz0+s2xjsDWrss0rsOrFxInLMmpb3Y01xTONwNtuu82F8jzqqKNiqY+nu8YPDWZvOK24YckL7lPu0tgjnziNRBpB77//vquDGwh76aWX3KwZP3Nk9OjRVqVKFWNGS2GsccM6MXFia7dJhQrlrUGdau4V1rEmpqBFsDhz9j/284RJVqNePatcoYpVKF8pzx+U36Z8+QpWrWoT97I6+5nXA+bkrIpFV/zb5mf9bsvr/G73PnWerYkJIrdqtlWsY7bcflnzrS1utlZM12hJObvw1Jes8WaNXbU779TOKryWYSNWvG2za62yKwZ3sVhQQFsdK97l3p3sHyfFY1sEeWaVD0Rct8oef/JCu+yCAfbtqOH2d921IkAiEubEirLt8orl7b3JD9iPk1+07MyK9trzo2zC+FmuQU4DtTDGdRzx6QexFNe/W4PNatjU+d/b3Jp5O1Iz666we/p2tTrVN7ffq4217Fhnp2pMGFo3s7JN+znL2nfYz/6Y/5MtmZdtf0xZGouMWNN6vTxgncPYfbcDrMnmg+2eB0+1jNprc8JXiHUK6sV+QOC/aG62Pdv/Wzv2uCOs+X+yrEHtLWzyhFWxFHaj7Kxzj7cG9SvYF199atWaLLZFtWJC1Fif688aq+yWN7tajb9r2dsvj7cD2+8Vi/rYKZYuvGosSmZG7Ed0u5RmKq1zsFogAiIgAiIgAiIgAiIgAqWcwGGHHeYG57/66quEAkUOn0gOpHkOje/RKAPhen0WAREQAREQAREQAREQAREQARHYuAggdiK6Pn4579PjDPEFIqbCEBSeccYZzvdHymZviPnwPRHhjUh33mmNCBEfIYFIfMo/vw2ObnyCUSNgyQUXXBBdvN6+ExwFcaU3xG1EDMIZ74V9ROQh2ArCvVatWsWX+20QrOEnJQLl9ttvX6DDHYc5AUgQxUWzzvk6C/POcRFZEO7s3x83dUSFfCyj/K+//uqc92Rd4PjZJnosLEdogAgxzB7HcoygILzYLlWBHwJLmCOkYxuOD6aIWO+8805Xb/Q/ojEhZOC+TCS+ozxBdAh6g2AP8QHBcxA+3nPPPW4d1xCxLWnHWYZxvxJp8ZVXXnH3tVtYwH/cyzAhCmMqNnToUPv222+dWILzwBBwEFHq008/TVgFfzdEgiTCE2JgjImhHDt/G5wf0RhJsfnTTz/Zbrutzc6HuBjxYZTR119/bRwHIkdEuDIREAEREAERKAwBntdMTCjICETHKz9DtM8LwT7Pah9oIb9twnV33323a7PQTqPNisgRMSQaNI6T1M8Yk23eeecdN6GG56q3okyu8NuWtvdV2VmW8+8EmLoZVS0zo67V2VhTPAOfxhM3zMiRI2OCr8MMoSJKVG/MgEFYGDZaaSTRcKMhRGOSGyeM5HHRRRe50NzMvqFRS0h49kGKsXRbhVhju16tqrFXU9u1VdN49dkLZ1tmdnlbsrqKzf8/9s4DPqoq/+InM+md3puKhRX8K6KigICAYgFWV3HB3hGVYkUFxYoNVLDAomJdG3ZRVNwFdcWG2ECldwiB9D4z+d9zkze8DJMImkASzo/PzWv33Xffd4Zk5r5zzy8zzzgu0jnRB7/jjxmsWbbiMYLGpJjWtiC5F1CmPYQvUIjS4k3Yv6iTUeEuQ2BdATof1D8oTnSaGXb2dVg9ZSE2Jm2wwkIKDJ2I9xlV79dA21ZHIbb5cqRHbEdGdAR+j/oB78yZgm+Xv4vS5Ag0y4vAvSNNbmMTX38zD8//cKtxE/QgE2lAI+CY0W1wSno7fPzlXcYuva2xkT/IuYT9AsjZNRST0hbeidmzZ2L95p+wfvsi5Lf0ocAIPUHNoHE3pAPiobldcOWlD+G+aWdhTeNMLEvkf2xTjDiyQVEpbj3rbfN+aGq/2NDalV92aLvOXwxULlN4Gi74fnnwng/tzCX+YmJOePcMrDsrusDu1MSQQTtSOl9wUT8kHZuHHNOnnFY56H5DexQbJm9vex5G/WnTQm+YnoOhZ14f/PLBL8/8YsG886mpqTu1rx0iIAIiIAIiIAIiIAIiUBsJ8AGH8xDI6R9n0NNhoUWLFs4u+9CCA9vNmjWz+/h9i04WfOjEBxL8HsbvcfwuphABERABERABERABERABERABEaj/BOhkQxc5ipfc4kTeOZ/v0FmRQRMSbvP7ozv4cJiCRTrCUXR1wgkngCmiKZRiXT40Dg06+znZ1UKP7c3t4447DnSEpNiNzzzpxHfxxRfbVIX8zkxx2CuvvBJ0v2OKwtGjR9vnmHS6Y3nyySdx9tlnh70NuvYMHTrU8uGzUqZJ/CvBTHYUrVEcyXEB9vn111/HEUccYZtl3ykgZD8ZP/74o32eu23bNitIpbCUTkN8xsvnYk5QVEfxINvla0nRJl9LPuTv0aOHrcZsDRyHoBMi3fkohJs1a5Z1/nMy5TntOcsPP/wQgwcPDgoa+X7itZkBojKBItuqrD13uxzf4OvDYL+YAZAuhAw6N7r7zn0NjXFNp06d7BgIhbc1EbxfmvI44kReg1kKKQiuLHsFBcEUkTKbnhM8h68zJ6BS2MF2OeHUESey3hlnnIFHH33UComd6/H143vgscces//Hnfa0FAEREAEREIE9TYB/hx3dz6+//hoUM9KZkRqd3r17/2GXOMmAOjMG/8YlJSWBqZxzcnKsWJGfFziRggYMFEvyevx7z8+63bp1sxMk+He0PoS/xAgUy2+kcVQMsqOb1F8HRecF44cqx+3Q2ecsaW/NdGKhwTfBhRdeGLrbbvMNxA+QLHsrohu0pKbPlg6tdgjUAkagmJ1XhGzjurgtqxA5+cUoKCypVLgY6YlFw9gOtiCld9Bx8aMvVxkXxkikJMYaBaspxmbzplGvmQ/LwN333GRm6ryARg2bYca/nsUhB3cGLtlB4vPP5+ONX8YhM8aDt9JeB5LLjrX2dgtWOqrbCdi4aTX+9/1zKPX4EdGo1KZDTmtK10PzxWjOxejfaQSiI6Mw77NXURCxBeePPsCIGd/HHVM/NR/yY5AVyMCWOFOfn+PtZ3kPkkpKEVdoUiwbBWVsYUuMHVfmgHjtiFdwzyODURpf5ngYYWwc+x0+2ooT2Sl+uWDwi4qjYuZsqKqC51Cs+lfjzDPGYOhZ5oP+BYcjpbMH22MjrLOj1/xP9Ru9JUWXbYckYc7c6fbLAH9x0c2TtrD8Ejl58uS/2gWdLwIiIAIiIAIiIAIiIAJ7hADdHM4880w7eYyTfjZt2oTnn3/efg53PxjhgyE+DOFsfMYNN9yAf//73/ZcPhTgOh+6cDKZQgREQAREQAREQAREQAREQAREoP4TWLhwof0e+EeCQbq2HXPMMWFT9tG0hGYjbIsCxeHDh9vnLPPmzQPLoYceWumzwdpEmAJLPsjmxD66IlLkRuEcRYgMCvUoyOODbwozKQSkMYszMXDmzJn2PinqZDvuSEtLs6JNZpgjEzpWVhYUEE6fPr3CYaY6dgcf7tMFkA6Ql19+OegSSJc99o+OijQMcQcFjBwf4HNdfvfns7g77rjDrnM8wB0cT6BBDR0GWZdORBS6UfjG9wFfTzJwhAY8lxwoVKRIrjJBIcWQoRMi999//6CA0t2H3Vlnu6Epk9kun/c5AgaOdfA1cAe36WZZWbDdWUZ06cSCBQuCgk1nH58r0q0xXPB89sMd3KYAka8nRRWhwXM4qdRt3kORBZ+h0+CHwToUKLrD2WYdR6BIJym6kvJ5PUXIChEQAREQARHYWwTo8vv999/bz5ycEMMJHQxOnpg0aVIFgSL/RlJ4n5uba8X5/HzFz2h0inaCon22w89gbIOOjI4BA8/t27evrcoJNvzswQkbdFvkZ9T6EH7z+SVgM/ICjSO9KE5oiegob7XdWsVPkdXWrBraVQIeT0SZoNCICtu2SAmexg/02XnFyDHixW1ZBWZZjMxsk7c8wmv/AwQrlq/4TOrj7NxiW9Ztzg4ejjIuf31OuQp9Bl6Glk1T0axxsp3t5HZB6dHjeEx+OIAD+noQ4HvLaAhj8qJwydWTgu1wZcigi9Hl0D647777cEG/C7Bp6wIs3/AVVsZsRlo88OLqshlD2GGkUn6+6TdYAI+5rxTzmTy+MBoHt+yB0066Hu+/Nwf8kun+MJ2YkIibr3nbfuGhdTpn7dApMVzsivVruPP+7D7Ozpv51LPWLp5fiP2BYnz37WI7W69D+zb4x7WtsTnWj4R+pRj3TG94Tbbs4de0w2vTi+xMQH7RdPLTb9y40abH+7N90XkiIAIiIAIiIAIiIAIiUJME+ICDs+k5KYhO5By4HjdunH2A4B7U5pdx9+f11q1b24cLTLNElwU+ZODgu9sdvyb7rbZFQAREQAREQAREQAREQAREQAT2LgE60fB7IwV3VQXrHXDAAWGr8IEwv0fSBYfB7Fh8qOyEW8jm7KsNSxpX8IE2xX1MO83nXHxgzvt59tln7f2OGbMjcxcFXw8++KAV7/HBN79fU2xGsSD5UHDGc+lA6E61S8HgiBEj7D4KClmnqiBHCgPdwb66g66IFEhSnMhgm+TO9pnJjGJSd/DhPbOdMb2yYy7CcQOmVw4NCh0pTmTQ7Y9jCXQ3coRvofW5TfEjDWiqEl7SNTD0OLfpLPlXIpwboTMWwmMUi9Itkk6fffr0AcdQKKSkCNUtdgjtQ0FBga3j7OdrzPc1z3MiO3vHs15nn7MMd79Ovyq7Z+536jjtcMl9bI/BOqEcnXOcOnSL4vjOzz//bM/RDxEQAREQARHYmwQ4iSFcUEDPzx3u6NChAxYtWuTetdP6tddeG9zXpUuXSutT30RhZH2LgK/E6sl4X429pdia2qpab1ECxWrFWX2NUUCYYlwQWVo3K7c0NM3zS0CT5m1w2uAzkJlTiCzjvJhXUIISn2O0WbEP3J9lhIuMrNWZWGoKg8LFhNgoJJv2G6bEokvnUzFx5Hh7jD9o3x5jXA9DgzNldsyu6m4PP/PcRPxUOBc+j1E2mogxbogNShojOSEVW9O3Iju77MuNz6RoNtna8eADFWdn8UtIuEhMTLTCxHDH9vY+t1sMEGdTBixZssTa5nuNInHy82djXaKxqI8u76lxjjzh5gMQaxwzb5t9Chr5ErD1l8Z4bNrL1kWGD26dL257+950fREQAREQARGoTgKcmc3BLc420t+6P0eWDszPPPOMnV3PgXcyfeONN+xAt5j+OaY6a9cJcGCaDztYqopbb711p8P87jB16tSd9muHCIiACIiACIiACIiACIiACIhA/SdAt0CKmoqKiqoUKbKeI0AMpUIzD4q3UlNT7aHKsq+Fnre3t+mm0759e5sSmKn/KGJzsoDREdDtjuj0lakDmbWAwdTEF110EWJjY8EJgGyP40NMEe0OOvnQSGNXv3tTCPrf//7X3YSdXOgWHbJvfODuuDc6lflabN682dkMLtetW2fv0y0y5XgV7z80KAxwB1/X0HtyH+c60ys7KZZDjznbHLug6M8d3P6j89z1w61TnBeuXdZ1hHscs6NrEu+NDo80VeHrsmbNmnBN2n2cxEk3SSfoOEnu7n3OsXDLcP1yBIROv0LPC3cO6/D+nHO4ZNpqdzj3z2N8D/J9yewZdF9UiIAIiIAIiEBtJcDJEordJ1Ba4kPAfOZjpBqNkz/Zpsbd/YYqOUMCxUrA1NbddN9zolXTJGfVqliZHjo3v8SKFilezDXbVQkXM424kWWtcVw86oR/4r2+Q5GdlYHc7Ex0OOT/sHFrLhqlxBmhYtWWnReed5vpx232Qyu/KPJDqWMxzxlefJjJLzOcbcUPrvU1OnbsGLy1cZe8j0FDuiMuIYDEpCi0OiYG6SYVdK5xzGTkRuYj4og1uPHRY00i+8WYMKUfEr1NMfjE64y7THjL9mDjWhEBERABERCBOkCAA6lM8crZtBxE5YAq07ZwAIuTEJxo1aoVaMF+zTXXOLvskrPIOSP3888/r7B/T28wlQpngjM4Y5ypUJhOx04a2UMDcUwZwxnlnL1OgeLatWvtNtPpSqC4p98Rup4IiIAIiIAIiIAIiIAIiIAIiIAIiMCuEKCzDB0EmdKXroCVBQV8dBcMJ2SkYx8nvrItxssvv4zHH3/c7qPLIDN+VeaiSOHctGnTrIMhUyn369evQhcovDrvvPPA8RWmL6b4ikIzprml4I3PtM455xx7DlP6Xn311VZAePrpp9sxrwqNhWxQzHX77beH7C3b5BjZsccei9mzZ+90nII6CgEvvPBCm/75pptuCtYJJ7ajMHHUqFHW3ZDL6gj2j6LHcGI595iecy1mWmCfKTR0ng3yWDjRqTu7m3N+dSw5QTI0VTVTRTvpif/sNSprt2XLlnask+1SyMn0kNu3b7fvYW736NEDhx9++J+97B+eRzEks1y4g/fLsctQEahTh/dCgSnf945LIidB06nRyXDHOnTpdAfbZfAY75Fjve6JrBTW8v8O35900eS4qUIEREAEREAERKBuEij1+c3nujJzvKTEAPzG8K46QwLF6qS5F9vih/rkhBhbWjbZ8dCfXSoTLpr0zyZddIZJF51b4ENxick7HBIRER6kpDayZe3mHCNcLHM+ZDW342KD5Fg0aRBnco1XfPvwgT2LOyhImDFjhnvXPrHOL3CnDLzAfoHkF4IfrvseBYXr8dRTM7Bm3XIc1j8FacYYM40a0yQqkH3Ygo2Y8s0YNF3gRbxxWPQVeOEvjkLj1IMw+ur7gtz44Z9fPOjiWFNf5oIX04oIiIAIiIAI/AkCHIziwC6Fh/Pnz7ez3Ck0vPjii21KFs7UdoR1FN9xECs0OLjFgWknnnjiibBW6hQ99urVy6lW7Uv24ayzzrIpbTnxgqlzOODLgen33nuv2q+3Kw1yxj1TA4UbFN6V81VHBERABERABERABERABERABERABERABGqaAF35KCykyO4///lPBTc7jrF89tln6N27Ny699FIwyxQng951113BbnFsiGNLhxxySFBcyPZOPvlkOyYyceJE0M2f4sZwwfGmrl272rS5GzZs2KkK0ypv3boVjgCLz3ImTJhgr0cXOYoIeQ90BuSYFkWDdMbj9Tk2M2jQoJ3a3JUdxx9/PF577TUrsqQ7YmhwLCotLc1e3zlGfo5DnrOPS/KbO3cuBg4caIVnbkGju97urLN/5Er+TZs2/cNTyZiCTKaOHjlypK2/cOHCCumK/7ARU8FJBU5Bqlt0SuEjhXVMmVzZMzGK4t59911MmjQp6DbJcTu+Xk7wNaU4L5yzo1MndMl2mXrbLep76623cNJJJ4VWDYozKfBjWklO0t7V4PhmuNe3svOZ8pqpuDk+6byH2C8KIx0hK4WHdOSkuQrf20xBzSUz6FGUy+AYLl+7nj172m3eL90c+Qyyc+fOdh/bPeiggyw3/p9iSm53UAT88ccf4+23365UHOmur3UREAEREAEREIHaS8DnK3NP5GeuyKRoNJBAsfa+WLW1Z0nx0WBp0biicJEOiywUMGZkFSI7v8gIFytPFe12XHTulcLFeJsqOhoNk+Os42JsTEXholN3X1teccUVdqYRc9MfemgXc/td0L5dN5sOeuvzRbj0stPhiVuHopICZOduR2bUNqTHRWBLPF8DIw41AkbGRmzFHff/HSMumoa0zVvMTMOT7Jdmzq677fYx2H+/LuZLRZSdjRZquV/Wgn6KgAiIgAiIwJ4jUFxcjCuvvNLOQL/nnnuCF6aIkAODTGHy1FNPgX8ndyc48EY3w9Bo27Zt6K5q3+bsbycNz9/+9jcsWbIEDz/8cPA6FFl++OGHNiUOZ4dz1jEHrd2DqRs3bsRzzz1n07twZjlnUf/zn/8MtsFB0lmzZtnZ3pyFTddpZ4AxWKl8JTc31w7sc4CeqWPYHw78/v3vf8f06dPtNTiIzln+7oFbznLmNSiy5KSS888//y/PJA/tm7ZFQAREQAREQAREQAREQAREQAREQAREwCFA0RpFT0x7y3EIjnXQ2ZD7Kf6jwI6Ob0yTSzfDpUuXWgEgxVocR6EAi+InCqsYdHFzol27dlbI52yHLtkuy4IFC0IP4euvv7bPVOgU6ASvwXEfBsd0kpOT7bgKBXOLFi2yYz8cZ+GYDYVdf1agOGzYMDs+w7EyOjsyuwiZcNzs1VdftUK34447Dtddd511aqTIjBN3OZ4ULrp3724d/MiZQjoKN/9K8P7onkjRGjOeNG/e3I41UYBGMSQNOtzBCbQcA+S9MJsauXGcjONjzuvmrl/ZOoWDvBbHFXn/HEMk49dffx2XXHKJFXRSTBcuxo4da98vnGRMUSLP4fgZ++QEBakUxf7yyy/OLlx77bXguB6NQSiQpMCyQYMGQaEsXTTJnv3gWB/vn+/RF154IdgGx9oo2qOQla8j6/O14+tSWfz6669/mJab90KxaLgYPHgwmO6c/WIWGmZ/oej1k08+CVansJD/55j5jmnUKTZl3auuugrp6el2wjiZMHOfMwma3E899VQ78ZxiV6appksn35eMyMhI8JmnO9gu2YXud9fRugiIgAiIgAiIQN0gYAwUbUR7Y5AXl4TmSXJQrBuvXB3oZaIRLbI0D+lrYZHPpom2wkWTKjrblKIqhItZJk00y7oQx8X42Ejr6EjHxYamxBkho/shechl690mP5Az3YA7mP6aIoLK4o03Z+LHX9+HLyLHiBcDKI4uRprJ7b66aRpufO8se9oZ9x6A5MKO8EUax8Vvb0D8VwEkZRtRqL8UkRHRaNmgI07uNxqR3mTwS477C3Zl19V+ERABERABEaguAkzbw1nNHEwMDc62ZUofDpjtrkDRPQAd2u6e3OZM4a+++io4i5jX5qxozqbmwG2bNm3AAUDOHqbLIQc1KQzkbHIKLFmHA4Mc3ONAI92mOYjIWcw8zoFAprZ+5JFH7EQHzg4PDQ7Oc0CRA8YUKHJQnYOGjz32mD2fA8VMCU0XAA7QMpieiNem0JKfDTgTmqmQ6HBZkylnQvuubREQAREQAREQAREQAREQAREQAREQgX2HAMdzOO5BERczalAsyEmTHMdwT9xkxiiOU/zrX/+y4jKOd3AiJseP3GmDSY6TRmfOnGnFeByT2d3g5Npx48bZ8SmOpbiDzo4Ulq1evdpemyI7jqlQhOU836KgMJwjo9POEUccYV0hne3QJbOKUOjGCbwUlFEASfMJ8qCQjEGBHd0AeZ8UYlIcSNEgx9YYFCtSPOjU5zXJl/zIO5xYjIJITooNDYoC2ZbDmeNKdGxkW+wfRY/OZFrH5bB///4VxIfMNkLHPd4X25k3b55180tNTQ1ejtcInYzLsS1nUjDFb3x/8LkaHSQ5fsagaJTn8nhlwf5x8i7H55599lnrGshtd9Y3jkmSpTs4Lsd2hwwZEtzNfU5QbMn3GF8Ltsvz2a6TEpn1yJrjoXQmbNSokX2d/ki8yvdSVffDdqsSd/IYWd9///148cUXwWePfP3dokhObCY35zVjm7wPCinpNsn75Pufac3dwXFbOppSlMj315w5c4IOpu56zjqv6aSMdvZpKQIiIAIiIAIiUPcIBMznYCM5shHtjUJuXHK1OyhGlJqoe2j2fI/5ZYV22KFfVvZ8T/beFYuKQ4WLRSgs3jlVdFU9jPTScbFcuJgSi9SkWMQbx0Wv2a8IT+COyadgTYMMlJovLLsa8cZ6tWSxB5kZ+WaG4AHo1/sM8wWizLJ9V9tQPREQAREQgb1LgOlLONjJwSRnADQQCOxWuo/qugMOmIXOjq6sbTr4cfCYM93DDU5xZjIHuDijmMGBO7bNgTR3UITHWe4U6+3N4OA43Q3p1Ej+HKDmjO433njDihHZN36cdl4jbnMwm4OyFGlyVjJnjXOQme6K4YIDxBwcZGoWJyhe5AAiB58545sDz99++60VOnI2Ogee+R7hQCkH+TmLmwORzsxqzlznuZzVzeDMag5ecoa/ExQx0tlxb6WqdvpR15ZM/cT3djjnaqb4OfPMM23qp7p2X7WxvxwIZ2qkTp061cbuqU8iIAIiIAIiIAIiIAIiIAJ7kQBFYxQu0f1M8dcJ0BGOYjiOLdSFYPphTu787rvvrBtjVX3m2Ey3bt2smxzrMYUtx1M49kIhFsdfKJh0XORYh+NSp512mhXpUZzIyZ7Lli3jISva43nvv/++3dYP2P+H7rFDChydCbKOK6U4iYAIiIAIiIAIVA8BmmJQzO+I/KunVbWyrxMoLsjDhhXrsa0wB/+b9znWrvgVg6+agJ5ddkxwcUxRJk+e/KdwVT7d5E81p5PqM4GY6Eg0bciSUOE2HeFibn4JMnIKrJtiUZEf4ZSvPn8A2XnFtqxPM2mMy8PriQimiqZoMcXkMk+MizYziCRcnDD2ffMl+SGMv/VWHNr5UIy97lz4I9JRYhj/d94KtGwbgYZNIuEx/5s3blkDX1MfMmOMmPHIUiQgDmnYgJfWP4r5jzyBO0f910GupQiIgAiIQB0kwEF3itT2dHDmc7iZ1+H6QXEewz3b2F2PYkenjrOfA5ZMH+IOziLnl6zaEEyZcsEFF1ghIgV9jz76KCZMmGDTD7F/FCdSRMXZ7BQz8v4o0KSTMYOz27l97rnn2sHv3r17B9Py5OTk4PPPP7fCQjovOkHhJlMY7WrQqdERJ/IcuiLeeeed9nT256OPPsKIESOsu6PTJsVfFFoqREAEREAEREAEREAEREAEREAEREAERKAuEaALIVP5ctLm7gbHpiigY/ntt9/sGBbHUdieE3T6ozMcM2LxGN38OIGUIkbu00Q6h1TZkum4mU2ErDieR3c/PsCWOLEiJ22JgAiIgAiIgAiIQG0l4Cspgq9c5RXr8SInqrHJyBtVrd2VQLFace6bje0QLvL+d9i1F5f4y1JF5xUh06SJzsopRoFxYQwX/kApmFKaZUNabrCK0S1a4WJSQrR1W0xOMMJF858gOspbwakoeEI9XRkz5lojajjfuky5HZrOG1bxhmm3P3z4mbjoukMRSAqYgxFGzBhARjSwIaUEz714N84bfgvS09NtGgS6L51++ukVG9GWCIiACIhArSXAvwFMcbOng4O+uxpMccygy1y42VvcTzdCd9ClkLPW3cGULkylHBpMe7Nt27ZgGxwgdjsTMi2N49zI2fScSc80L+5r0vGQ6Zc5s5sOlX8UdDd0D1Jz1v2xxx5rBX9HHXUUOAhL8d/o0aNtCmvOvOeseqYMYtAJkqmUOVBL10IO1DKFDZ252Xf2h/fqzMR3+tOvXz9ntcol3xec+e8Ovk94/wyKIyluXbRokXVMdNcbOHCge1PrIiACIiACIiACIiACIiACIiACIiACIlBrCdx99902TTDHqpiCeNiwsockFA1yMilTIzvBMSMKGDkGxPEXjo9w/Obmm292qtjJnRzH4bjPzz//bCdycqxotcmg8cEHH2D8+PFWwHjxxRfj8ssvtxkqOL7DFLmKHQQ4Kbe9yTjCcT+OU91111047LDDdlTQmgiIgAiIgAiIgAjUEAF+DqSzNT/78XkjP9cxo5hi9wj4zTNNn8kkx4g1Qq2c6KZIMqZy1RkSKFYnTbVVgQBFhE0axNviPlDiKxMuZucWG8fFQmTnFqKwEsdFo1tEbkGJLZvS84LNGN0i4kyq6CQjWEyl22J8tC1xJl20h6rGehiNGzf+w7uikGHFinVWmOF2rpow5QSsb1CIrwvewy/TP7ApKtEKWLjlUyye/BgmXDPXuFWW/TqYN28eKP4YNGjQH15PFURABERABPYsAQrvKIyrzcF0xQkJCXjppZdsyhx3XynMY7rj66+/3r17t9bPO+88fPbZZ9a+nic+/vjjdvCZIkDGrcZxmLO16UzIvhxzzDE2TfTIkSNtGmTWGTJkiBUn8svKoYceioceeoi7dzmY2ofBwWoKFDkgTnEiB8mdePDBB51Vu2Q/WBhMl3TiiSeC4sABAwaAg+pM0cw00DURnN1Pt8ShQ4fagfiauIbaFAEREAEREAEREAEREAEREAEREAEREIGaJnDSSSfhiy++gM/ns+LCHj162Ev+8ssv4ARTd/AZCbOCcLIoI9yk38GDBwezgHBsiVkwKLLj8xhmMWGGC8a9996L1157DWvWrME777xj69kD+mEJcMySY1wKERABERABERABEdjTBPj5jEYldG5+8sknwc+Ft99++57uRp2/XqDECBRLywWKZsJJdmQzJMlBsc6/rvv8DURFetE4Nd4WN4wSn0n/nFuErLxCZGQZ4aJxXiwsNqmiw+SK5q78Qp8tW7btEC6yvVgjUkw2gsVkK1yMsqmi42Oj9pl00RQhhMagXhPw1OJxyDcps/MjSc8l4owrxOTHLsQNo563Ag5+weeXe/7y5oxAhQiIgAiIgAjsDgEK4SgS5If/rl272pnlPJ8z1SnAYyriq6++eneaDNZ94YUX7OwnChTdwdnvl156qXsXnn76aZvy+OGHH8bWrVvtrO3zzz/fihuzs7NtOmamPubA86hRoyo4LFZoKGSDIkvOAqewn+JEBgWZGzZsCNbkLPpvvvnG9mypjA4AAEAASURBVJU7+eUoNTXVigS5zZTRHLjlhAC6OJ555pm2zb59+6JZs2asYv8W01FxVxwe7QlV/ODM9XPOOQf33XefTaXtuFwGzEyopUuXKt1OFex0SAREQAREQAREQAREQAREQAREQAREoPYQ4FgTS2hQUHjDDTdU2J2UlAROdK0qunTpEjzM8R1O7gwXHFsJzf4Rrp72iYAIiIAIiIAIiIAIVE6AE0H4bI4TQxwDLac2n7PR8ZpiQ34ucwf3M2ManzUykxqNSpzsb+5MYXzmxueClQUzj9F8JDT4uZHt8nkeDUgmT54cbD+0bn3dLjUaIX/Ab28v2lsKvyfOCBTloFhfX+99/r6ijHiuUWqcLXT3c8LnLxMuZmYXYrtxXMyhcLESx0WeU1jksyUtI99pwi7p6JhsUkUzXXSCsSJlquhEs+T++h5Hdj0eS5YMw7tzngGM6rl5i+bo07sPfln9H6xKycaqxBWY8GRfmwry2gfLxBarcp7HnA+a4OSB4VNAv/nmm9i8ebOcmOr7m0f3JwIiIAJ/gsBNN91kv2CcffbZaNWqlZ1t/tNPP1m3wk8//dSKFHe32S1btuD555+3bolTp06tcPqMGTNs2p0TTjgBV1xxhZ35zlnunAXPaNKkib0mv3RQOOjMrudM+qOPPtrOiHengK7QuNng9SjcZyrmoqIi+8Xp1VdfRfv27W3V6667zl6LqYA4G5/Cw/79+weboaDykksusQPoFHB+//33Vtz497//3dZhqmeKNznTn1+qOFGAwkGe88ADDwTb+Ssr999/v/27TUHmEUccYZv69ddfwT7QAVIhAiIgAiIgAiIgAiIgAiIgAiIgAiIgAnWVQJ8+fepq19VvERABERABERABEdhnCPD5VFZWFv7973+DzxCd4LO3zp07WwHi7NmzcfrpZRoVPpejacikSZMQHx+PFi1aYP369VY8+OijjwYnl3z88cdg4TNAPg+rLPic8MADD9zpMNNCv/766+CzyGnTptk2KIBkVjg+Q2Of6nuEChS9JnNtvDGHq86o3taqs2dqSwTKCUR6PWiYEmfLfi4qfiNczDKOi9uM22KmES7mFRSjwIgTwzku8rTiEj/SMwtscTUD/sdKNqmiE41wMTHOiBaZLtos6cTIWXH1Jc479yo0abw/mMKZrlZ0WjwxbwQmvHAiMmIisN5bZOwn3Xdbii9+fSQoUKQ447XZs9B3YGvExkVi5bKN+GXxVvz++++YMmWK+0Sti4AIiIAIiABuueUW65T49ddfW8He/vvvbwWKoWgWLlwYTJfjPjZ+/HgUFBQEdzGFMh0AQ2dUMV3zP/7xD1uPQkGmbea1meKZM56c4Dr35ebm2r+Bofud7dAlBfn8YuQExY5Oeh9nX79+/bBixQo7e4vXYRrutLQ0eDweW4XuhXRHpK0874ksaDXvBN0VP/jgA1AwyMKZYRQrOmmruU3BoiOI7NSpk912XJPJwBFdOm12794dFEw6wS9u/HK1fPly2w/OImM/QtMfOfW1FAEREAEREAEREAEREAEREAEREAEREAEREAEREAEREAEREAEREIHqJEAjjVmzZlUQKL799tto2rSpFSi6r0VDFJp8sD6fBVK/w+xg77zzjhUjOu7XfJ7Ws2dP+6xu7ty56Natm7uZndZpLMJneU44uiBmTqPDo/N8j8/6aIiyL4SvhJlYWQBPdITVTNmNavwhgWI1wlRTe5aA1yVcdF/Zb34hMVX01owCI2AsRG5BiXVUrEy46A+UIsMIHFncQW0iLUutYLFctMj1uNhII2osExy469eFddrbui1uExKScMqBN+GVN+5DwDgr8r46dz4U8PqwKGIpNjXw4eYnetmM0L5IHw45LwZrPellt9rVg4O6NoO38Cs8/uQtuPKKu+sCAvVRBERABERgDxJITk4GxXtVRceOHcMedlId8yAdB2ndzhlKtF+nQ+G9996LcePGgWI9JyZMmICxY8dagSJTSTMdsxNcb9iwoXVS3LRpk7Mb27Zts/uDO0JWHJFgyO6dNmn9fsoppwT304LeHdwO3ec+zvWDDz7YltD9/GLEY07ExMRU2KYrI4s7KEh0n+McoyBRokSHhpYiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAJ7igBNPeiKuHHjxuBzs2eeeQYXXHCBfe7n9INOiUy1/NBDD+HMM890dlvxII07nCxqPOA8+2LWNJZbb701WD/cCgWIjgjRfXzVqlW2b8yq9ttvv2HmzJn2OeLFF19sq5111lk48cQT3afUm3VfWXZnIwL1IBAZVe3pnQlKAsV683bRjTgEKLJrkBxni7OPy4AVIhZgm3FRzMwpMo6LRrhYXLnjIgWN2XnFtrjb4XpCLJ0Wy90WjWgxodx5kW6PdS369hmEgD8edJ2aOHFi8Bf5xCkDsKZBHjbHlf8mQpmbZGOj4/TkRCAiDkiPD2B7bAQyS/+De6YPRNHWZCz/LQOHdNofB3XshNjYVJPCsj+aNW1usdCC97nnngPTe9IN6pFHHrH2u3WNmforAiIgAiKwZwnQOZBW7Qy6GfKLAWcxMehIGBdn/iiZoBujk6r5+OOPx/vvv29TJy9btszOqGrTpg169eqFCy+8EHfffbc996uvvsITTzxhz9cPERABERABERABERABERABERABERABERABERABERABERABERABERCBmiFAw4/+/ftb3QgdEilUpH6EYkAakzhBJ0S6GZ577rnOrgpLx/VwwYIFOOSQQ4w2JRZPPfUUDj/88Ar1wm1Qt8LihNPW1q1b8fTTT9s0z8ymxmxoS5YssVnSWNd5BumcV1+WZGES2NrwGNMUnxUoRlX77UmgWO1I1WBtJeAxqZwbpcTb4u4jhYvbswuNcDHfpoym42IRU0W7K4Ws5xUa9yZTtmzPr3AkOspj00U7gsXEODowRiEmunb/V6O71eLFiyvcy6gLX8bNt52FgsIc+H2lKCr0YUD/Ibj4igk2ZST/cGzeshovfjQaWxoAy2OygdbZiGkNrMSPWJn7I5ALfPzO49ivtAOivDHYtGkzsnOykdICyNxagunTp+Oqq66qcF1tiIAIiIAIiEAoAbohnnTSSXY3BYncPuGEE+z2+eefj3Xr1tl1r9eLl156ya4PHz4ctISnUJEuiRQ1MvjFhG0dc8wxKC4uxs0334zGjRvbY/ohAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiJQcwTolkiXQwoUaXBFvUqLFkZE4oo1a9YgNTXVPhN07d5plQJCmpIwA1vXrl3xr3/9a6c6oTt69OhRYdf8+fOtwYl7J/vTvXt3zJkzB3zmWJ/DV1IEX/kNUqxZ4olGktE6VXfUbtVUdd+t2hOBMAQoXGycGmeL+3DAqITTM/KxPcs4LuYWI7+gGMUlfpMK2V2r4npxSQDpxqGRxR1ec42khPJ00eY/cgLdF82S6aKpQK6NkZraEDeOfQq0x+UvodNPPx0XX1BmhXvooSYNtAkKOlZMbIn8wl/RqVsyfE0DKDS/VaKNutofYUSN5r5zIz1Grrim7BZblS34M/LgKGzc9irS08807TTbcSBkrbCwEHS36tmzZ1ib3ZDq2hQBERABEajnBOiWSIt1J1599VXrhMi/VZwd5URUVBTefPNN5ObmWodFihedmDRpkj2H+6Kjq/8DtnMdLUVABERABERABERABERABERABERABERABERABERABERABERABESgJglkpufj20/X1uQlwrbdsn0KOh1VUVgYtmLIztNOOw2XX365zYw2a9Ys3HnnnSE1TFZPkzk1ECi39dvp6I4dV1xxBVh2J15++WUcccQRwVNatzYuXPtw+IoL4St3lPSYzKolxnwsyTxnre6QQLG6iaq9ekOAwsGmDRNscd8UfwluNcLFbVmF1nEx3zgpUrjocoB1V7frfqNqZFppFndQmpjIFNHlgkWu03Ex3qSQrg3potu1a4fvv//e3eWd1sePH49hw4bhwzkLrbKdCnL+sWD88MN3mPn8aCQ0L7UJoj0erxGPxADeCKyOzsHmRn489tyFuG3sHFt/9erVoNDksssuw9Lf/ou8fB+uHX0nfvzxR6t6p8uVQgREQAREQARCCTgpnkP3czsxMTHc7mBa6LAHtVMEREAEREAEREAEREAEREAEREAEREAEREAEREAEREAEREAEREAE6gCB3MwifLcXBIqFx7T4UwJFmodQY3LNNdeAaZUHDRq0E+UDDjgAWVlZNgV0y5Ytdzr+V3a0adMGHTt2/CtN1Ktz/Sbj3A6BIoyDYiySjHapukMCxeomqvbqPQGK75o1SrTFfbN+k5S9TLhYYIWLBSYlcrGvauEizRhz8ottAfLczVl3RSdFdNmyTLwYFbnDAarCCXtpo3Pnzvjpp5/g9/vhdqdidw47rCuujnvKpo+m2PGoo46ybow89ujjI7A4/kesa5CJx5+63KTebosXX3gHvy1di/S8udjWvgBeA6jLEdGm/Qjcd999VvnesGFDnm7js88+Q0xMDNiHqsQpTn0tRUAEREAEREAEREAEREAEaieBO+64w4rKx44dWzs7qF6JgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIQC0kkNwwFt0HdtjjPWvWJvlPX5NpnqdOnYqRI0dazUeoW+LAgQMRHx+P6dOnY+LEiTtdh5k43ZnVdqpQDTuoDaIOpr5HoKQY/nK3SlqRFXviTIpnOSjW99dd91eHCXi9HjRvnGiL+zZKjLtiWiZTRRciJ6/IpEM2wkWz74+CAkeWrRkVa0aalMnJ1mmxTLCYYFJF03kxNtobFP9VPGPPbIWKE52rHnjggWAJjWuufAK3TO2FTUl+fOv9Gcj9GY2HRJqyH9JRaKpHwGcsJqOOj8YlPY9BlLGonPLi33FA4yPh8/mwfPkKpG/bZpsN+Lw44fihGPbPq0Mvo20REAEREAEREAERqHYCTCmuEAERqD4CGRkZuO2226wT++jRo4OO7NV3BbUkAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAvWTQHLDOPQaXLccAZliOT8/H3RTDBeNGjXC/fffj1GjRlmzKmbhpJlVWloann32WTA752OPPRbu1Grb16pVK3u9RYsWYb/99rP9oIFWfYtASYlxUCzTMHnM4y9/RLQcFOvbi6z72TcIREV50apJki3uOy4yIsWt2ylcLEC2ES4WFPlQ4gu4q4Rd95k627MLbXFXYErqpASTLtoomW2q6PJlnEkX7eVvkVoYQ7rfjje/uB0Brx++yFIURJWi0PQ10QcElkUgLjkC2S0DRqFtxIpGsLghyYcNRQvL7qSDWXQoSyUNlGJe4b+x7pEvcd1Vz+/k5FgLb11dEgEREIE/JOAIv4uNrXZ9/LD7hwBUQQRqIYFSM2GixHxRc/5/1sIuqksiUCcJcCCKwVmy/D+mv3t18mVUp0VABERABERABERABERABERABERABERABERABESgUgKRkZEVJqeHZsnkcbdBBN0VmzRpYie3jxs3zo4b87lp9+7dMWnSpEqvU9kBth16DXdd57izr1evXhg+fDj69euH3Nxcm/VzzJgxzuF6syw1mWH9gTKBouPPkRQvB8V68wLrRkQgxggXWzdLssVNI7+wBOnGcTHDOC5mm/TPdFH0mfTRfxQB88A8K7fIltC6oaJFbrPs7XTR3Y7si4MOPBK33HILUlJSMP766+1y6dKlGHDHAFCR/p//fIply7/Ge3NeR1bgB0TEl7Ggna7zxyMfRdgWG4HfUtbgsud6olVhDNZ8FW/OXYxp027HKSdfhLvuugsUFdx+++1BPBs3brR/4Fq0aBHcpxUREAERqC0EaFtOERR/V3GWENfdH8prSz/VDxHYVwhQOJWZmWnt/JOSkvaV29Z9isAeIcBBJSf2hZQZzr1qKQIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAL7CoH09PRKb5X6D05eD42zzjoLLDyXz2iaNWuGP/uM5oADDgh7Deea3bp1q3Ccz2afeeYZ53C9XQaMSVppabkOp9z7LMlkcq3uiKzuBtWeCIjAXyMQbxwP2zZPscVpicK63PwSZGQXYBtTReeXOS76/aVOlSqXeQUlYNkSUotpoem2WJYmeofzYkz0nvvVkJycjKlTp1bo2SGHHGIteflHiGKcLp172/LCCy9gw4YNoN0vVepuoc7EhwZiTcMslJr66+OK4T2+CCf3aoe3ts3Ct9NfwoP3f4ECw7DjgclYmf0htixJxpOPv2X/eK1YscLaAVfohDZEQAREYC8T4O/Atm3b2t9769ev38u90eVFQARIgJMjWrZsidjYWAERARGoRgJFRUXB1nw+Y6euEAEREAEREAEREAEREAEREAEREAEREAEREAEREAEREIFyAo0bNwaLovoJ+HxluiPqb6i3YSTKQbH6QatFEagLBPiLgOmbWdq2SAl22W+cfHLyipGRY1I+G+FiLh0XTaroQGDXhIuFxX4UFhcYx8aCYJtc8XrN9YxwsSxVNJdl4sW4mIqWuhVOquaNcKkTzznnnEqvctu1H2Do0DOwdt1iHD+0ObYmw6aG5gnr44sx8sEjsXWRH1/mv4b8WA8SuuSgTdsGWL0q3bgsTsOECRMqbVsHREAERGBvEaC1OWfzUKxB9zaFCIjA3iPAz2NRUdVvab/37khXFoHaQ0ACxdrzWqgnIiACIiACIiACIiACIiACIiACIiACIiACIiACIiAC+w4BY6BowxsRGRQoJpmMrNUde84mbRd7Tqe4l156CQsWLEBqaiouuOAC0E3tjyI/Px+zZs3C4sWLwYf5xx57rBErDa1w2ptvvomPPvrIHqfQiS5sChGoywS8xl0rNSnWlg4td9xJickR7wgXM7LpuFiMoiI/mAZ6V4LOjJk5Rba461MsXSZadNwWjfuiES8mGNdHr9fjrrpX1l988RWcfvrpOOPY8UhJjcAHc1/Gf+d/guYnxWNbXAQ8x0Uiv7xneZEenHLzAUjKPgiFno/wwIzF2PRbEjod0hOXXHLJXum/LioCIiAClRGga5tCBERABERABOorAaV4rq+vrO5LBERABERABERABERABERABERABERABERABERABESgthLw+0pQbqCISKM/chwUGxgdUnVHtT7tpuvBu+++i19++QX9+/e3IsGVK1eaXNWl2H///Xep7xQGvf/++7j88suxatUqKyL89NNP0b1790rP37RpE3r37m0EUl6cdNJJoFjxwQcfrCBQvOmmmzB9+nRceeWVNjc526Ng8eSTT660XR0QgbpKICrSi4Ypcba476HQuCtSrJhpHBcpXMw1aZ+Lin3m/6i7VuXrrEfhIwuQV6FifGwkEk0e+gQ6Lxo1tRUyGvEi+7KnggKed955J3i5AzseiWOP/gZTHr4TBx1TiLyoPHhM13/6OBsdByUhO8qD/IZlN7/ZJMCO/Ntm/Pj7clx00Xw89tgMK2YONqYVERABERABERABERABERCBGiEgB8UawapGRUAEREAEREAEREAEREAEREAEREAEREAEREAEREAERKBSAr7iwqBA0RtBgSIQZczJmF21uqPaWtyyZYsVCW7btg3R0dFISUmxAkWKFW+77TYsWrToD/v+/fff4+mnn8YXX3xhz3VOuPbaa/G///3P2dxpecUVV6BVq1aYO3du2LRra9assYLF2bNnY/Dgwfb8xMREjBo1SgLFnWhqR30mEGt+ibA0aRAfvE0KiPMLS6zoMCu3yKaLzss3wsUSf7DOrqzkF/pMOz4gw/EoLDsryjgVMjU1xYuOaDHBrMdGe8FUiTUd3bp1w0sv7hAtLlu2DO/538NZp5yJz778FzZsWYZVK9cgsT2QlhiB3IOB6ANXYOLT/dE0qhWapXSCv6g1mjdvgwEDBtR0d9W+CIiACIiACIiACIiACOxzBNwOij6f+U6hEAEREAEREAEREAEREAEREAEREAEREAEREAEREAEREAERqFECvuIi+MsdzSKNfqcIETUiTuRNVJtA8fbbb0fHjh1BkSHXnejbty+GDBmCkpKSsOJBpx6XdF/s0KFDBXHisGHDMHDgQGzduhVNmjRxV7frGzZssOfNmzfPtk+xVajoac6cOUhISMBpp50WPH/48OGYPHkylixZgk6dOgX3a0UE9jUC/P9CwSBL88aJwdsPBEqNw2KZWyKFi0z5nGe2S5wE9MGaVa+w/vasQlvcNT2eCCTRbZEpoh3xonFejDfponmspoK/p8aMGWObP/uMiXY5Y8YMjBw5EndMOhObk1cjJyoCaQmlSMN6/FywHvHmHmK+8OKLb2bgxjGzEB+/g5O7n3Rvvf/++/Hxxx9bsfVBBx3kPqx1ERABERABERABERABERCBMATcDop+/+5NlArTnHaJgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAj8AYFASbFxUAzYWhQoFkZ4jdlYtUkJK1y92lpduHAhJk2ahNjYinmoKQyMi4sDnRWbN29e4eKhG7///rsVObr3H3jggXbzt99+CytQ/Pbbb20K6RUrVuD888/H+vXr0blzZzz00EPo16+fPZft7rfffkb05Ak27W43nECR6aXdD0nYf6aPVYjAvkKAIsHkhBhbWjVNCt62zx8oS/NsUkVnG+EixYsUMvr9u5gnurwlCiB5LktoJDgpop2lETImGOFipHFjrIm47LLLcPHFF9s08SW+Esz79CV88MksxDUtQUGK3wgWTSroDqXIwCbcOWsgzjx2AnKzY+zvlB49etgu0emlZ8+e+OnHxXZ7uBFXf2l+L0ZFRdVEl9WmCIiACIiACIiACIiACNQbAnJQrDcvpW5EBERABERABERABERABERABERABERABERABERABESgjhAIGLNBX6DMNCDS+IiVwmOzodZE96tNcceUydu3b9+pj3Q4LCwstCmfdzoYsiM3N9c6Hbp3s11GTk6Oe3dwncJBOsDdc889eOGFF9CuXTvcfffd1i3x559/xv777w+267TjnEjhJKOydocOHYqlS5c61a1Y8aKLLgpua0UE9lUCkSbffIPkWFvcDIpNSuicPOO4WC5czDTCQ6aOphBxdyOvoMS4NZZgS8iJTE+d6IgWy5cJRrwYE+UNqbn7m15vWRtRkVE4acD56HJof0ybNg1nH3cKfls9G2u3/YwN8bnYEh/AtMW3I8K4tSaXlOKTLxugZbN2SN+eht6XxeCwmGPsxXn8zidPxIWDHkWrFgeCImuKpxUiIAIiIAIiIAIiIAIiIAIVCbgnByrFc0U22hIBERABERABERABERABERABERABERABERABERABERCBmiAQMEZc/nKBojeiTNsTZ3Q5NRHV1uqgQYNwxx134JhjysQ57GxGRgboTDZgwADrovhHNxATE2PFhO56zoMKujCGCzo2Mq3z+PHj0atXL1uFoqLZs2fj5Zdfxi233GJdHZ12nDac7VDHR+f4119/7aza5bhx45CdnV1hnzZEQAR2EIg2IsFGqXG27NgLFBiRIkWLZcJF47qYVyZcNP9tdzmMBtn8PwcKi3y2pGcWVDiXoslgumimjS4XL/IXZ2jK9wonVrHRsmVLK3xmle7dj7M1pzwyDls8C5CeWIqA6VRWtClNsrA28COQyio7UlOXmuPrk4ow+ePL4FvUDE8+8RauvPJKTJ06tYKb67p163DppZdi+fLlaN++Pd544w0kJyfb6+mHCIiACIiACIiACIiACOwLBJzv57xXpXjeF15x3aMIiIAIiIAIiIAIiEBlBPjZeObMmWD2ME567969u80YVll99/4FCxbgtttuw+LFi+0zud69e+Oll15yV9G6CIiACIiACIiACIiACIiACAQJlBojskBpmYOi9fQy2Z5rvUBx9OjRYJpnOhbSrZCCwhtvvBFt2rTBvHnzgjdX1QrdDz/44IMKVdasWWO3eSxcdOjQwe5mCmcnoqOj0apVK6SlpdldPPe1115zDtul0y4FQQoREIGaIxBnUjOzNG1Y5lrKK1FUTIdEK1yk66IRLWaZJQWI4aIyMaPRAFrhItNOZ+QU2uI+32SpBh0WE+NMiY8ypUy8GG8EjF5Xynf3OVWtjxl1r3VdTUvbYFTkeXj/42nYWrTc3g/P82XFYMT5DyM+MdmIpkcg+YhMZMSYTnTbgtH/dwwiN/2Am28ZjUn3Pmov8+FHL2HeisdwyOmlOARNEVNcgLvvuQn3TXq8qm7omAiIgAiIgAiIgAiIgAjUKwJK8VyvXk7djAiIgAiIgAiIgAiIwF8gkJWVhSeeeAJdu3a1phm///77LrX2ySef4NRTT8XYsWPtxPv8/Hz7zG6XTlYlERABERABERABERABERCBfZKAz7fDWSyCAhsjUIyN/usZTMPBrDYHxaioKOta+OWXX+Lzzz9HQUEBDjroIAwePNg6GIa7eOi+vn372plgq1evtk5iPE7BIsWHjhCRbgr8YkURJJ3R+CWtQYMGdkbY8ccfb5tk2uZVq1bh4osvttt9+vTB9ddfj0WLFuGII46w+9guzzv88MPttn6IgAjsOQL8v2vFgkYw2KLxjuv6TTroXLotlqeKpnAx26wzfXS4qEy46DHtB8xBZpe2bZk2QiM+1qSLLhcvJlC8WC5ijIqs+pdtUlISkpIOts0d2PEZ5OXl4e2330bjxo1x7LHHBtPJj77mAQw4sTfOvfFApCWVuS2iXSkaFn6Lpb/+hEMO7oz/Ln8c2+LZlPlFz4gGEvf/Hp/Mex39TvhH2T79FAEREAEREAEREAEREIF6TsDtoKgUz/X8xdbtiYAIiIAIiIAIiIAIVEmgadOm+Pnnn22doUOH2udhVZ5gDtIQgNl7rr766mBWIJ5zwgkn/NGpOi4CIiACIiACIiACIiACe4zA008/DWcs2Gvs+pjVkjovajD2VCxbtgzMEEwDvpSUFGu4d/PNN+Orr77aU12oVdfxGUEiw+vxImAKIy662qSEtj3nR7W3Srt5lj8TJ554Io466iicffbZmDhxohUZTp48GTNmzAg2R2HhaaedhpUrV1rRIt0SJ0yYYOvHx8dbx8YpU6bYFKnnnXeePY8iRs4c4/Z9992Hbdu24fbbb7fnUVipEAERqB0EvEaRnZIYY4u7RyXmt2JOfhFyg8JFpoouBp0TwwXFieHCY9rnYA0P5xf6bElDfoWqMSZV9Q7BYrnzohEvxpp00eEiISEBw4YN2+nQ3/72NyyYvxDPP/88WmzOwmFdG2J+xhxsj/XgqfmXI/K/HqTFlyLSqCiPTzgJDVIb4ZM1LyIz2oOPlk1Bzx6nICYmDmvXrsG8T9/G1q1paNumLU4++Szz+83mk97pmtohAiIgAiIgAiIgAiIgAnWRgBwU6+Krpj6LgAiIgAiIgAiIgAjUFgJM6cwHrRdeeKF9sLpu3Tp07tzZmojUlj6qHyIgAiIgAiIgAiIgAiJAt2+KEtu3b4+SkhIsWbLEmt/REKpnz557BFBhYSF+/fVX0ByPERsbi+bNm++Ra9e2iwQCfpM5tKxXFCj6KVA03lpRkZ4a6Wp4xc2fuNSjjz6KDRs2WAGg+/S5c+dageHs2bPdu8Ou01Xt/ffft8JBpoemWvWpp56qIP7hm/Uf//gHKApygumlqah99tlnkZmZaV0Vp0+fbh0SnTovv/yyFTHeeuutoJCRQsXLL7/cOaylCIhALSbAX4ANk+NscXezqNi3I020y3kxQOvEMFHZfgojeQaPFxm3xqIsP7ZnFVZogXUc18dEkyKa6xQyxpv01XRsDBdMeU8xtBN5zxfjM988bGfaZ3tFoOW2Bhh+0QRbJWFBO7y87B6kx0bgmhdPsL6KJaZqKdtvAvxquvT1v2fhhiGvoHmzNk6zWoqACIiACIiACIiACIhAnSbgzJrlTTgDQ3X6htR5ERABERABERABERABEdiDBPiAlc/XbrnlFnz77bdo0aKFzSh21VVX4eGHHw7bEz6z4wNhJ3744Qe4Jw45+7UUAREQAREQAREQAREQgeokQJ3WqFGjbJPMpkNh4h133IGPP/64wmUCgYB1W4yLi6uw373BzL5VHWd2XurDqorjjjvOZswMV4fmVxy7poixstiVa1R27t7e7ysugq+8E5ERHuug6PWEz25aHX2tNtkjFa1HHnnkTn3q1auXfTGpQt2VaNiwIaZNm2ZTNs+fP7+COJHnM0Xza6+9Btrcu4PpnBcsWIAff/wRzzzzDNq3b+8+bAWN999/P77//nt88cUXEidWoKMNEaibBGKMtWzj1Hh0aJWKLh2b4rj/a40Tu3dA7yPboushzXFgu4YmhXSiERNGmQGayu+RqaXDiRcpSmRhsE5WbhE2pOXgtzXb8d3SzVjw3TrM/d9Ks1yLRWab+3mc9cK5O1547p3oFXkqUpYmImZRJNqub49Rl70Q7NjxvU5F883tEWH+0JWY6xabQnEitz2mcJlpxI1PvHRR8BytiIAIiIAIiIAIiIAIiEBdJ+B+EKoUz3X91VT/RUAEREAEREAEREAE9jQBPph1Hp4y+9jXX38NChAfeeSRnR70On1LS0uzWcxWrVpll1u3bjVj5OEzFjnnaCkCIiACIiACIiACIiAC1UkgMjISzEzJz7NO/O9//0O3bt2sKJDiQppCvfnmm85h+7n3+uuvt4Z3NLajQHHw4MHB43Rm5PEGDRpYnRgn7/zrX/8KHg9doeke3ced4ASfs846y5repaam2vZ79+5tM/U6dfi5mVmBmzRpYq/BJbMD17XwFRfCZzQoDAoU/RGRlZpzVce9VZuDItMm8wUODSpJmUY5IyPDztoKPa5tERABEahOApwpSldDlmaNdjitMu1zXn5JueNikV3mGtdFpnquLChKDBderxENmn9+84eHv69zC0pswba8CtWZFtpxW7Tui8Z5cdjZN+KCqJsr1HNv3Hjt03jggduwYuVSNGrUCP84YxiOOqovvF4vZjw1Dgu9C7AuNQ+PPD4So658zH2q1kVABERABERABERABESgThJwOyhKoFgnX0J1WgREQAREQAREQAREYC8SYDYyxpVXXmmfx3GdD2k7dOiAefPmoX///txVIUaMGAEWJ1544QXMnDnT2dRSBERABERABERABESgDhHIy8vDsmXL9niPaUDXtm3b3bouJ8hQhMhx4J9++gmvvPIKHn/88WAb1JfdddddRiNxFChgpEHd2Wefbe+P13r33Xftvs8++wyHHnoo0tPTrUmd08CYMWPw0Ucf4cMPP0SXLl3shJ2hQ4faz8b9+vVzqgWXFEeuX78+uJ2VlYX33nsPvDc6lXP71FNPxb333osHH3zQ1rvttttshl9OCqKYkiZ5Z5xxBtq0aYMzzzwz2FZtX/EXF8NXPkkp0uhsAhQoekpqrNvVJlDcb7/97Asc+oLyTUFhTePGjWvsJtSwCIiACPwRAaZhTkqItgVNEoPV/f5AmWjRiBVz84qDKaOZ6rmy8PspXNxZvBhJ4SJ/cRthI8WNhUU+W9Izdyj+2SZTVjuCRZsqujxldJwRNFLUPX78fWEvfdnF92LjlAFY2yAPP8d+j3+/8hD+OfTasHW1UwREQAREQAREQAREQATqCgG3g6JSPNeVV039FAEREAEREAEREAERqC0E6DrDiImJqdCl6Oho0EFGIQIiIAIiIAIiIAIiUL8JLF68GD169NjjN3neeedZod7uXPi5556zjoh0IdyyZQv69OkDt86Mgj8GBYzZ2dkYPny4zcJLp8NLL73UnpOYmGiFkR6Px2bf/fvf/27PoZhwxowZeOedd3D00UfbfYMGDbKZe59++ukK17EHw/yg3iMpKclekwJJOjAyo+9bb71la/PzNV0Wp0+fDmYUZrD/l112GXiNuiRQDPhK4C8tc1GPNIlFiyKijECR2ZF31sLYG/2LP6pNoHjVVVfhxBNPtBbwnJlFG81vvvkGd955p52FRZWrQgREQARqGwGv14PUpFhb3H0r8fmR4xIs5hgBI4vPV3maC18VwkUKJGnIyNTPJaaNjOxCW9zX9JiUznRcTIiLtmmpy0SM0Yg3+5xU0+NGvos7pvfHpiQ/vsucjSEFI8zv23jbzFdffYVRo0ZZdT5tixUiIAIiIAIiIAIiIAIiUBcIyEGxLrxK6qMIiIAIiIAIiIAIiEBtIbBu3TrrBMPUc3w4e/DBB9u0dG+88UbQLZFuNMuXL8dxxx1XW7qtfoiACIiACIiACIiACNQQAU5UadmyZQ21Xnmz4bLsVl677AjdB6lpYOTn5+Oiiy6yAr8ff/zRmt+tXr0al19+OebPn4/k5GTrEL5169ZgimU6FU6dOhWtW7dGz549MXDgQFAoyXTMS5YssRN0eI177rmn7ILm59q1a2394I4qVkpNCs2OHTta90anWtOmTa1TI7dXrlyJ3NxcPPTQQ3jyySedKti4cSM4QaguRakRW/oCZcZd3ohSI0v0mFTPRqlY2wWKffv2BS3gb7jhBkyZMsUy5xejkSNHWvvNuvQiqK8iIAIiEBXpRcOUOFvcNOiKaMWKjniRzoum0DWxsqhMuMhU0ZFG1c/00xQuso1s0y5LaDBldWI8SzQG9XgMby+5H+meTZj47ABEIwoRPg82Ls1H+wNK8N0PL2PK1FVo166d+YMdB29pe+Nw+4l1sr3pppvq3B/GUBbaFgEREAEREAEREAERqF8EJFCsX6+n7kYEREAEREAEREAEROCvEWBKZj6E5cNZPiD9v//7P+viwoxljB9++MG6uNBths/hGHSKGTBgAFasWGFTy7355pugW8yQIUPscf0QAREQAREQAREQARGovwSOPPJIbNiwoc7dYHx8PK644grrovjLL7/YlMx0K6TYkJ+H6WTIYKpmOi4ymHqZjpFffvklPv30UysSpFjw559/ttkuWWfcuHE7CTadz808XlXQQZFZgt3BfU446xRZcqKQO5gtsy5FqTHt8jsCRU9Zz2mqVW6qWO23Um0OiuwZ83azUBnKBwxUrMo5sdpfMzUoAiKwFwnEMg2zKU0alLkWsiscJMovLNnhuEi3RSMyzC8oqVJbzlTR4VLYMVU0nR15ckm5cJHts6RtzzdXjEePdrfz0ijwZSCneBOyi40iv9UGu+T2T/4f8NP2H2ydWNNG4sEe5Jqt22Z8hNjiJJzc6zp0O/IEe5zWyS+//DJOO+007LfffnaffoiACIiACIiACIiACIjAniLgFiiG+3y8p/qh64iACIiACIiACIiACIhAbSBwzTXXoKCgoEJX3G4sXbt2xSuvvGLT2TmVjjnmGCxduhR0UczMzLSGInSTcR6gOvW0FAEREAEREAEREAEREIHaRGDVqlW2O87nXQoVKTh0xImbN2/G77//XqHLTO1Mp3CWq6++GnRy/Pbbb8H00Mz2m5aWVmMTdfbff38rkqQujs6NdTnKsoeWGXF5yjWZFCgaeUmNRLUKFJ0e7g3rUOfaWoqACIjAnibAQR6mZWZp7ro4HRFzC8rEinRdzC13XSwwLoxVBR0Xff4yK113vUjzxyAysky6XlYngLjIBrY0je/krmrOL0B+UZlgMcNnBIwlG42QcSNyS9JMvWw888N4zFs0xaSs9hvhYy58sX48OfcVc8yII/0RRsSYjJHnPW1cF913VOES2hABERABERABERABERCBaiFQYlJJOOHzVf1Z2amnpQiIgAiIgAiIgAiIgAjUVwKcSF5VtGjRAkzvHBqtWrWyD2hD92tbBERABERABERABERABGoLgS+++MJmfKQjIsWJM2fOxIknnhh0I+RknMceewwHHnigTQF9yy23gE6LTsyaNQvZ2dno0aMH6FjICTpcMi0zXRLHjx+P6667DoWFhTYFdF5eHr777js0atQI55xzjtPMn17SXZHpo8eMGQMKJU844QRr4EeXc24zPXVdCX/5ULwnwoNSo1CkUaTH6EV2VqpUzx1Vm0CxuLgYDzzwAN5++21s2rQpaK/JbjIvOGduKURABERgXyJAdXlyQowt7vtmOmc6LFrRYrnbIteLS6r+Ve8zgkdf8c51+Iciyroueo2aPWDaCSDSG4fk+ANsae26eCDgQ0HxZmT4Nlq3xQIjWiw0jos5JZvgL3VSS1Mln4UnnrsM48e+Ezyb6UH4AaBz5852NkCbNm2Cx7QiAiIgAiIgAiIgAiIgAn+WgASKf5aczhMBERABERABERABERABERABERABERABERABERCBukGgX79+yM3Nxbvvvmudvps1a4aHH364gnBwxowZGDt2LP75z3+Cx6+99lpQ1EjnQka7du3wyCOP2NTOnOx+yCGH2FTPzPDLYHrn9u3bg+1MmTIFKSkpVvxI0SKDzox0GnccG3mN/v3722P8ccABB4CiRnew7eOPPz64iyJEThqaNm2a7QeFkRRUMu1zXQlmCfWVmSfCa8SJfiNSjGSWz53lKNV2S9UmUKRo5ZlnngGt55kilMpQJ5wX1tnWUgREQAT2ZQL8xd4gOdYWNwcKFMuEi0UVBIx0S6wqzN8OFPOvR4jbTITJEc2/IdHRUUY0XmqFi/BEIiG2NRLgli2Wpan2+3JRXLQd2bkrsMGzGoXRG/Dr7z/j4AMPtZe/8sor8dFHH9n0Ic8//7wVnitFSFWvjI6JgAiIgAiIgAiIgAjsCgG3a6JSPO8KMdURAREQAREQAREQAREQAREQAREQAREQAREQAREQgbpF4PXXX//DDtMV/JVXmPlxR5x++unBjT59+oClqqC4kSVcULw4Z86c4KHu3buDxYlhw4aBxR0DBgwAizsGDRoElroavpKioEAxMsKLgNGR1BmB4ieffILJkyfX+RzbdfXNo36LgAjUfQLRUV40So2zxX03BYUl1m2RLouO82JefgkCVCZWEaXGftcXMLrFwnJv3vK6xtgRGdvTUVCQj7i4eDRs1MQ4LwKRUUm2xCe2C6aqXmkyQv+6cTFyizfg9Kv+gVOH9UB2xiak/boGH7z5Kgb+/SxridylS5fgLIMquqRDIiACIiACIiACIiACIrATAbdA0b3OikyXERUVheuvv36n87RDBERABERABERABERABERABERABERABERABERABERABERg9wj4iylQLNObeI2AxG9EijHG/aqismT32vyj2tXmoNi8efMKeb//6MI6LgIiIAIisGsE4mKjwNK0YULwBFru5hWUCxeddNFmmWfEjJUFU0Hzb4wxU0RKg8amlNX0c4cJGt/GREXCa9JFZ2RsRcAso73JiI5MQsPIg9Ew/mCg/BwcaU7wF+Kx8dfgkWdfw34Hd8Zb77xjBI9xti39EAEREAEREAEREAEREIFdJeAWJbrXMzMzwWwNdO1mtoaYmJhgk0wL/emnn6Jnz54aiwhS0YoIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIVE3A5xIoRprxd+ugGFlHBIrM480HB8y73aRJk6rvVEdFQAREQAT+EgE+pE2Mj7alReMdTfkDAeQad0XHaTHXui4WobDYb8WJO2ruWAsKF42LYkFRmSY+KiY1WMHvK0FBfqZ5MOyDN8qIGT0xiI5Kgccbi6MTPsd/Lko0dVdh/sRT0PCkm7Df3w5D4ybNgudrRQREQAREQAREQAREQASqIkCxoRPuFM+bN2+2uzk5p6CgoIJAccaMGbjqqqtw4403YtKkSc7pWoqACIiACIiACIiACIiACIiACIiACIiACIiACIiACIiACFRBIFBSbLJsGoGIiSiTmbPE/IxkKs4ajGpzUPzoo4/w22+/oV27dujYsSNiY2OD3U5MTMS8efOC21oRAREQARGoGQJeY4OYkhhji/sKJT6/TROdW+626AgYS0wO6HLnXnd1u+6hUt4c9EZGITF5Z+G5P1CM9MMeQFHuKsTnrUabvLWIXXgXcj7dig8STsW5Nz6wU5uhO1auXIlGjRohJSUl9JC2RUAEREAEREAEREAE9hECbtdE93paWlqQQGFhYXCdK5s2bbLbzrLCwUo2vvzySyxfvhznnntuJTWA33//HdOnT8eYMWPQunXrSuvpgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAjURQIBYxrgK/XbrkcaXWJRRFmmzZq8l2oTKB511FFITk4O21d3GqawFbRTBERABESgRglERXrRMDnOFveFiop9yDaiReu0aN0Wy9aZ9pnixNCg2yLdGwPmuNcTjdLkDshmcVWM8BejVf56vPPm+zj4iGOQnBCD9auXYd4bs9C0gXFejAggLgooztmKV/79omknAsceczQuHTka//11O/7v6J7o0KGDq0WtioAIiIAIiIAIiIAI1GcCblGie90tUCwqKqqAID8/327TWXFX45xzzgEnyHTt2hWdOnUKe9q0adMwdepUpKamYvz48WHraKcIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAI7C0CzDijEIG/QqDU5zMOimXZNb2esvcTzbD43qIepCai2gSKgwYNAotCBERABESg7hCIiY5EE5YG8cFO2xR6JtWz47LoLPMKiq3bYrgPPHRb5N8pChtLvdEoTNoPkUnA8nWZ5e0mo8tJIxCdvwGxuWsQa9wWYyKLcOzwzogu2mrqrEbem6NxuDl/1F1pOOz0MbjjjjuCfdKKCIiACIiACIiACIhA/SXgFiW6190CxVAHRUeg6Cx3hU5WVpatlpGRUWl1pz1nWWlFHRABERABERABERABERABERABERABERABERABERCBPUwgOtqYCBkRGcdL3Zlt93A3dLk6TsBfwkybZcJEj7fsZpjhme+r+Pgd2pHqvM1qEyi6O8WbcG7E2e8xSkuFCIiACIhA7SdARXx8bJQtzRolBDtM18S8ghKTKrooKF6k82J+oa/MbTF0oob5W+Dxm1R8xho44I1BqScKRYntbSl7NAxE/z4b8SvfxIpVa9AmNRIHNI7Gg4OaYPiL03DjjTciIWHH9YMd0YoIiIAIiIAIiIAIiEC9IuAWJfr9ZWkleINugWL37t1x9913Y8SIEfbeHQHh7jgoFhcX23OrOqfEpLZgOHXthn6IgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIgAiIQC0gwOfnFCmuWbMGSUlJiIysEdlXLbhTdaEmCWRbc6oyt8TsEj+K8jKxbu02Oy7eqlWrGrl0tb1TA4EAJk6ciKeffhobNmyoIFBMSUlBZqbjolUj96FGRUAEREAEapiAx0jmkxKibUGTHRfz+wNGtFhsS65JF8317Vl5CMCDQGTcjoquNaZ1Li7xIfXoc5Ha9zxccFI/rPh9Cb6+sy+aGTfFh09JwuyXZuG8S0faszZu3Iht27ahWbNmaNq0qaslrYqACIiACIiACIiACNR1Ao4okPfhFiuuX78+eGt0PZw7d+5OAkVHqBisWMWKkya6qnOcvjjLKprTIREQAREQAREQAREQAREQAREQAREQAREQAREQARHYowRoNtS+fXukp6eD45zUailEYHcJ/P79T1iVm2GyXsaibeNkpEe3RI/D2qJlyxaIiwuv8djda4TWrzaB4pQpUzBz5kzcf//9uOmmmzBp0iRs2bIFkydPxrhx40Kvq20REAEREIF6QsDr9SA1KdYW9y2tWr0W2zJzkdKgCYqMEY0VMRoBo88IGpkK2uv1Ii0j3xTg4ZlvozTgR0FiDFYu/xhJOb/j0KwFWPPIHJRkbrAidxo0rjHlR38Mulz3Hpq27ei+nNZFQAREQAREQAREQATqKAG3a6JboDh//vwKd+QIDLnTERlW5YZY4WSz4YgOqzrHub4cFEPpaVsEREAEREAEREAEREAEREAEREAEREAEREAERKA2EKBrYvPmzWtDV9SHOkggbe1vmD3pCTz96+fo3KITTj2pG1a2PxvDTmtTo3dTbQLFt956C3fddReGDx9unRR79OiBdu3aoWfPnjj33HMxcmSZC1aN3o0aFwEREAERqDUEOrRviw5helNQ5ANTQ+eUuy3m5BUh16SODsCL7Hwf0LIPctHHnrnZ/PSW5CA2d3WwtDHrCx8fgUGTPgnTunaJgAiIgAiIgAiIgAjUNQKOcJD9dsSKzMywfPnyCrfyVwSKFByWlnLKyw5xY4XGyzecvjjLcHW0TwREQAREQAREQAREQAREQAREQAREQAREQAREQAREQATqIoFta3/HVpPtktEoJh45MY2RYjJp1nRUm0AxLy8PHTqUSVFiYmKs2xUFit26dbMpn7du3YomTVw5QWv6ztS+CIiACIhArSQQFxMJliYN4oP948Pi/MKSoGhx8fc/GtFiMRq3aAdEJSGvQWdbnBP4x2vOf35Eq1bNcdiBSvnscNFSBERABERABERABOoiAce1kH131t3pnZ17CidQdJwUnTqVLd2OiFU5KDrCRHf9ytrUfhEQAREQAREQAREQAREQAREQAREQAREQAREQAREQARGoSwQy1q5AekmR7XLjqChkRzdBs4SYGr8FT3VdgWLE1atX2+Y6deoEOioyvv76a3DwPykpyW7rhwiIgAiIgAiEEoiIiEBCXDSaN05Ex7YNccZpvTDribtxzqCjsGn5l1aEuF/rVDQ1osbS/HQY+xsjXEzAkv/NxbHdj7aieLa5efNmHH744dhvv/1w8803Y/v27aGX0rYIiIAIiIAIiIAIiEAtI+CIEtktZ52THEOjsLAwuMsRJlYlNgxWNituwaFzrvu4s+5c313fOaalCIiACIiACIiACIiACIiACIiACIiACIiACIiACIiACNRlArkb12FbYZ69haaRXmRFtURKYh1yUBwyZAi+/fZbXHDBBRg7dix69+6NGTNmgA8VrrjiCsTGxtbl10d9FwEREAER2IMEPB4PPv30U/AhdEJCQoUrF++fgg/u/icOTvVh8foCLFz4NQYMGICLLroIjz76KJYuXWrr33vvvZg+fTqeeuop8G+UQgREQAREQAREQAREoHYScESB7J2T4jmcQPGvOCi6z61K1Og4KDrL2klMvRIBERABERABERABERABERABERABERABERABERABERCB3SdQsGkzMgqy7ImNooCV3hST4rnmHRSrLcXz+eefDxbG0UcfjSVLlmD+/Pmgs2KfPn3sfv0QAREQAREQgV0l4PV6dxIn8tzo2HgMvvNtrP3iVbQuTECD537AN998YwuPt27dGnfeeScefvhh/PDDDzjjjDPsOpe//PILevTogbi4OCxevBhz585FTk4ORowYYdJFt+LpChEQAREQAREQAREQgT1MwC1QTE83btkmdlWgyAktpcZdm47cVYXbEXFXBIru+lW1q2MiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiIAIiUFcI+LZuQ2Z+hu1ug4SAXSYn1CEHxVDQHTp0AItCBERABERABGqCQNvjzkJb0/DChQvx+OOPWzFi9+7dceWVV1qx4bnnnourr74aTzzxBK655hpce+21oBPO/7N3H4BVFOsewP/pvVdCC126SBEURQQVC+jFgiL23rErXmxPBUWwYK8oooJyBQVFBUEUpQgovUMgIb33/uabkzluQkgOcBII/Oe9OTu7O9t+eDmH3W+/kYyMffv21UH08jBbyuTJkzF9+nRcdtllep4fFKAABShAAQpQgAKNJ2DNVrhnzx59YEcDFOX3nAQpygsodRVrBkUO8VyXFNdRgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKDA8SqQlZiL0vISfXm+AbYX/4OaWoCiZKJ68cUX9VDPkm2gffv2uOGGGzB27FjEMyopAABAAElEQVRIJiwWClCAAhSggLMFOnTogFdeeeWA3cr3jgQuSibfxx9/XAcnhoaGIiMjA0uWLNH9R4wYoed///13/X0l2Rcl4FHm+/Tpo7+7evfujbPPPvuA/XMBBShAAQpQgAIUoMChC0gAore3N6Kjo+0bWzMoxsXF6RdPzO81eyfVkEBEU6xBhpIR8VACFE0GxeTkZLz77rv6d2DLli31rk3mRGvQpDkmpxSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKECBpiyQnmVL4uTnHYQSP299KU1qiOe5c+fqzFNXXXWVHupZHjisW7cOL7zwAnbs2KEzWDn6ByQPGmTb4OBgnHTSSfVulpWVhfLy8mr9fH19qz2gSE9Pr7ZeZgICAuDp2fBpKg84MBdQgAIUoECjCTz66KM47bTTdICiBBquWbMGCxYs0MvOOussVFRU4JxzzsEvv/wCycBoyuzZs00TgwcPxnfffQcPDw+9befOnSGBkSwUoAAFKEABClCAAo4L5OXloUuXLpCXRuLj4+0bWoMB9+3bhxtvvFH/ZpMO7u7uMAGMJguiTK33AOQeguyzrmICD6WPCW5855138PTTT0PuKUyZMkVvbs7F2r+u/XIdBShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUKApCJSXliCtwJY1MdQ3GLk+Afq0g/wbPnbO3VlAr776KsaNG4dnnnnGvstRo0ZBqmSfmjRpEvz9/e3rDtaYP38+xowZo4MHMzMz9bbffvstAgMDD7YJTjnlFOzevbva+ieffNJ+LpIdITw8vNp6mZk5cyauuOKKA5ZzAQUoQAEKHF8CZ5xxhv2C5DtDqimurq6YMWMGLr/8cqxevRphYWE60H7Xrl36wfe8efOwePFiDBo0CPLAPCUlBZJpcdu2bdUC4c3+OKUABShAAQpQgAIUqF1AXhyUf58nJCTooEMJPpRiAhBNW14oMSUkJARmuGcToGgyIJo+NefNcpm+9957eOihh/DYY4/ZF5v+5kVGybBtijkXE6holnNKAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFGjKAmnxO5BWXhWg6B2AXO8QfTnBfl4NfllOC1CUTAgSvFGz9OjRQ2eckgcJ9QUoysMBycD48MMPY/z48TqLwcCBA/XDBHmoUFd5/fXXMXr0aHsXyaBYs8gQ1BIsaYpkUGShAAUoQAEKyBCDv/32GyorbemMXVxsX8ois2LFCv39JsGLpkjGHwnMl6GjWShAAQpQgAIUoAAFHBOwZiWULIbmRUTJhij/4pc7Cv/+CqvaZ2oqSqqaJeq+QsGvv6KoU6eqJbaJCTistrBqRoaKzs3Nhbx0YorJoJidna0Xyf0MU0yAovVczTpOKUABClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAJNVSAtbitSS8v06Yd6+SDXK0y3I4N9GvySXJ11hBEjRuDLL788YHc//fQTJEhRMlLVV8xwmjIcpxQZ4vnBBx/Uma1MpoSD7UOCH+UYpvr4HIgn+zPrZcrhnQ+myeUUoAAFTkwBCUy0BieKwqmnngr5fpKMwN988w2mTZumcZ5//nnI95Vk5JEH3jJUNAsFKEABClCAAhSgwMEFrP+uN0GC8oKIBCiepTaTGxQSoFizyrubUuUVwyQ1CkLNgESzL7X6gJKfn6+Xbd261b7ObF9bgKIJTDRT+0ZsUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAWasEBW/C4VoFisryDCwxM5HpHw83aHn49Hg1/VEWVQlIyE69ev1yfp4eEBGYr577//xtChQ+Ht7Y1169bpoI3777/foQuR7FQ9e/asFjjYt29fyMOGzZs34+STTz7ofv73v/9h6dKliIiIwGWXXYZ+/fod0PeNN96Am5sbWrZsiWuvvRbt27c/oA8XUIACFKAABWoKXHjhhZAqRR6if/7555AA/Jdeekkvmzx5MgYPHowFCxboetNNN6Fz5846I/Dw4cN1H35QgAIUoAAFKECBE13AGvRnggpNxkJjY8tnbeZsU2tWxYq0NJQWFVXrYAIOqy2smjHHsQ7jbAIlawtQNOfDIZ5r0+QyClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUaKoCeQn7kFFke6k/0s0Fez2ao3nIgSMUN8T1HVEGxZUrV2LmzJm6SnYpCfyTwI2ff/4Z3333HeLi4tC9e3csX77coXNPVUM3SWZDawkPD9ezKSkp1sXV2q1bt0ZUVBSkrxyrf//+ePPNN6v16datG2RIZ8miOGfOHH1eEmB5sCLDRQ8YMMBeP/30U53V4WD9uZwCFKAABU4MAcmw+MMPP+CTTz6BfFfceuut+vtl8eLFkGDEK6+8EmnqwbkMGT1y5EgsWrRIw+Tk5GDYsGHo0KGDDl6U71BTJGi+S5cusA4jbdZxSgEKUIACFKAABY4XARMYKNdjAgdNQKC5RslJ3dFSN374Ia5Q8/bARZW1ukj91rIWsy/rMtM2GRTNvExNoKQJUJR7EUVVQY/mfEwf63ZsU4ACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAWaqkBRcjIyi3L06Yd5VqLEzR9RjRSgeEQZFMePHw+pzio1h9V0dL8SFGItDzzwgM5adc011yAwMBAy3LPJ9Cj9ZBjOiy66CPfccw+2bdtm3dTevv766yHBJKbMmDEDrq5HFM9pdsUpBShAAQo0cQH5PpCgQqlS/vOf/+gMi5JVUYp8x/j7++PLL7/UWX0laH7u3LmwBsafeeaZel6C+adPn663GzhwoM7MeMYZZ+h5flCAAhSgAAUoQIHjSaC2AEXJVNhSXaTJkigBitbSfdAg7FcvJBaqGyfmPc6KefOsXQ4Y8tm6Mi8vzzqr2+Y8srKy9LzcF3jwwQf1i44mMFGmkhV7/vz5eqSI6OjoA/bDBRSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKECBpiJQlpKOrIIMfbpBvra78ZEhPo1y+kcUoGg9QwmquPfee3HFFZLb4PCKZEDcuHFjtY0lk4GUyMjIasvrmpHgwldeeQUbNmzAaaeddkBXCSyR4EXJfCUZE4KCgg7oc+6551ZbJlmtrAGL1VZyhgIUoAAFTmgByYz41Vdf6ayJMTExuPvuu3VQe0JCgl529dVX230uvfRSyEPxeerBujz0NsMNSjZgCVa844479ENwd3enfUXbj80GBShAAQpQgAIUOJoCJvhPzsEMy1xeXo5Yy0mVW9rSlJc+JDN1UseO9gBFN/Xvc2upK4NibevMeVj/jb979269S5NBUQInFy5ciGQVGPnPP/+AAYpWcbYpQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCgqQlkJhagrLxUJQxwgW+A7ewbK4Oi01ICSpZCcyP/cP8AevfujXXr1unADbOPVatWwc/PTw+HaZbVNzVBjTKk88GK9JHgD29v74N14XIKUIACFKCAwwIynLMExz/88MM6c6+Xl5ce3nncuHFo3rw5YmNj8dZbb+Hrr7+GZOWNUpmAdu7ciczMTAwYMAB//fUXTKD+xIkT6zyuyfZTZyeupAAFKEABClCAAseYgAkMlNMygYMSCNjKcp6llrY0fX190aFDByR6eNjXuKvfUNZigh2ty+RFkVatWsEEHlrXmQyKZohnWZebm6u7yPlIkXNNT0/X7bQaQ0rrhfygAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABCjQhgbTsSn22/j5BKPb30+2o4MbJoOi0AEXJnvjaa68hJSXlsOklq5QM8zxhwgS9D8kqNXnyZEjmKQn0kCKZDC+77DL7cWQopqVLl+phm2X91q1b9dBMJ510Erp27SqLsHz5cp3xQM+ojz/++EMfQ4bgNPs16zilAAUoQAEKOEvAQz1If/755xEfH68fjkt2RCmBgYH6+03ag9SwhQsWLNDBiS+88IIswvjx4zFq1Cg93LM1+L+iogK33XYbQkJC0L59ez0Mod6AHxSgAAUoQAEKUKAJCJjAQDlVE6Aov3WsgyeX1LgOCVCUsr3qnoC0vfbswW3SqCq1BSjKvYN9+/bZ7xWYvjKV4EM5vvV3lsmmaJbJ+vz8fL2ZCVS07oNtClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoEBTESgtKUJ6oS1MMMQ3GLk+gfrUo0Jt9+Ab+jqcNn7k33//jT3qIYFkiOrSpYsOvjAnLxkQv/vuOzN70GlYWBhmzpypAxLff/99PfyyZJV6+eWX7dskJiZi9uzZmDRpkl4mWRHOP/98Hdjo6emph2Hu168fZs2apYfXlE4yHNNdd91lz5YoDxokOPGDDz6w75cNClCAAhSgQGMKSPB9//799femm5ubPvQtt9yiM/U88cQT+ntMvsskq+LFF18MyeYjWRY3bdqk+0r2RRlK+pdfftF9zT4a8xp4LApQgAIUoAAFKHAoArVlUJSAwEjLTgotbXmh0PzGWRMdjSt27FADT0DXB9U0T9UZqppgR9W0l9qyHj6h1g5UtUi9WJm7a5e9rzRMgKLJoChDT5vCAEUjwSkFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQo0RYHUvduQUm7LoBjq5Y9c72B9GY01xLPTAhQlY+Htt99e65/BoQyjPGzYMEjQoQRgBAcHo23bttX2KcGIMvSSBD1KGTx4sA5klECNvLw8xMTEoEWLFtW2kWxTo0eP1gGURUVFOhgkIiKiWh/OUIACFKAABRpboF27dgcc8rHHHsOQIUMwbdo0PRy0ZCb+8MMP7f0kGF/mJcvwo48+iv/973944IEHdBZjeyc2KEABClCAAhSgwDEoUFsGRQkItP4LvsBy3ubf/bKo0+WX4zc12oIEGMo7nhKoKAGHEqBYWwbFmgGKF6t+16kq20EFH+YOHSote5EARZM90b6wqlFzXzXXc54CFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUocCwLpMdtRapKGCAl3MsHOZ7h8PZ0Q4CvZ6OcttMCFC9XDwukOqNIQOMpp5xS664ke4K/v3+1dZJVQbI21lUCAgLQvXv3urpwHQUoQAEKUOCYEOjbty+kvv7661iyZIkeAlqC9rt164ZTTz0V0SqDkJSWLVvi0ksv1f3i4uL0d6fMd+3a9Zi4Dp4EBShAAQpQgAIUsArUzKCY/9NPqPjPf9DX0qlAMktXZS80wzvL6htuuAGnvvMOXDIzsVzNS6Ch3NCIUbW2DIo1sx5eWbWNmtiKegnEWuRFSJM90bpc2jX3VXM95ylAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACx7JA1r7dSCsu0qcY7u6hAhSj0CzMlhywMc7baQGK5mRXrlyJVatWQR48dOjQAeeeey4k2xMLBShAAQpQgAKHJiBB+ZJNUWpt5T/qgf7UqVNx//33Y+7cubq+ox7cr1u3Tg8NbbaRdVu3boVkOx4xYoRZzCkFKEABClCAAhRoVIGaGRST1UgHLgXWnInAzvBwIDlZn5f15US5v7B69Wo9ykKOWhukqgQp3qVqfGGhvgfRr18/NGvWDD/88ANqZj2s+UpjZWUlNqhtPVSVd0ZzVCbHeDVSw0rV7qeqtdTcl3Ud2xSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKECBY10gPzEeGcX5+jSj3F2x06MZukUGNNppy8hITimSsUCGX5bMTuPHj8fLL7+Miy++GJ06ddLDNTvlINwJBShAAQpQgALVBO666y6sWLECd9xxB9q3b4/ExETcdNNN9j6vvvoqLrnkEj0ctHwvv/3223pducpM9Nlnn0GCHHv27KmzMFZUVNi3Y4MCFKAABShAAQo4W6BmBsWKvDz7IXJcXRF49924eeNGrFmzBldffTUeeugh+3pp+Pj46Pl/LEtlyGe5H7F+/Xr8888/OvO0DPlsDSp8WvXxtWwjTQlu9FJVborIK5UqLBIuKmgxRE0fVNVa9u/fb5+V44SEhOjzO1jGRXtnNihAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACx4BAUVIyMguz9ZmEepajzNUPraOaYIDixIkTsW3bNp09MSMjAwkJCZCb+AMGDMB11113DFDzFChAAQpQgALHp0CvXr3w1ltvYfbs2fDy8sK3336rAxFfe+01nV1Rrrp///764uVB/zPPPIPOnTvjmmuuwZw5c3TGxfvuuw/Dhw9HWZnkEPq3fP/995g5c+a/C9iiAAUoQAEKUIAChylQM0BRjals39NjffogUmWGDgsLg/y2kRcprC9dSEcToPixfSsgSrUlIHHDhg34ULU3qRp/0UUI2LMHL1bNj1ZTU2QAi/peyZA7GG+p2rJqo507dyI7O1sldkzGzz//jKysLHz++ef47rvvqno4Nlm+fLn+vbVRBWGyUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUaS6AkJR3ZBZn6cEF+trvkrZpigOKPP/6ICRMmoI96qGBKVFQU3nvvPaxduxaZmbaLNOs4pQAFKEABClDAuQI9evTAiy/Ko3jgzjvvxNixY3X7v//9L/744w+cc845OsPQ008/je3bt+thoJ999llMmTIFfmpIQwlGlGxF+/bt09tNmjQJF154Ia688ko8/PDDehk/KEABClCAAhSgwOEK1BziGVXZmyvVDv1iYurdrQlQ/F31lG2kuKl6jQoajB03DmeotgzZjF9+wVPr1mFk1bxkS5Qi25yt6vWq1lUkT+M5qi5U9R5V55aUYGVwMD6Jjrb/1lKL9VDSMnW0fPTRR5g3bx6++OILRzdhPwpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKDAEQtkJhehvKIMLi6u8A6UO+to1AyK7kd8BVU7kGEh3dxsF2Ddp6sapsnFxUU9d6gvR4F1K7YpQAEKUIACFDgcgXvvvRdLlizRmRFl+/Hjx0OCEKV8+eWXePPNN/UQiH379tVBjBKYKKVTp06QIaBnzZqlMzHK/KZNkoPIVl5++WW4u7vrlxHMMk4pQAEKUIACFKDAoQgcEKBo2TgiIsIyV3vT09NT31+oVEMxyzDPJ1d1O0leiLS8FGkCEmvuJU4tSK2qcodChneuq8j6ey0d2qj2uSkpeh9XqPaqVassa+tvSgZGKampchYsFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQIHGEUizje6MQJ9gFKoYAXc3FzQL9W2cg6uj1Hc/3uETGTJkCMapjAXWoYpk2CMZMrJLly56mCaHd8aOFKAABShAAQocloC8FPDNN98gLS0N6enp9uBE2VloaKgOWJQgRMmIaIITZd0FF1wAyYZ89tlno7y8XAcnent74/XXX8f7778vXTBx4kR8+umnui0fkpWxa9eueOSRR5CRkWFfzgYFKEABClCAAhQwAh988AGeeOIJSFChdYjnMnW/wBQJFnQkQFH6myyKV6p2hfrdU1eRjIkusbHY7OODJaotWRFNuVQ1flF1brNm8Bs1Cst9fTFBzX+v6l+qmgyNqlmt+Ks5CVSUHIh5eXnV1tU3YwIT5XcaCwUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCgMQRKigqQXmQLEQzxCUKeTyBaRPirRIROCxus9zKclkFRHjgsW7YM3bt3R4wamkkeGuzdu1cHQ8yfP7/eE2EHClCAAhSgAAWcJxAWFnbIO5PgRKnysoEM9zxy5Ei0a9dO7yc+Ph7PPPOMDnAcPXq0Hir6ajX1KS/B/hVL8dS1axAQGoYdqRk498IRuOH2O+CmMi6yUIACFKAABShwYgvcf//9OpDv2muvrRagGF6VTVB0ylQNDw93CEruNRQUFKBc9f7zzjvRVmWH9lRtCSgsVfUrVa9VfYoLCzFbtSdu3YpRp52G1atXq7l/ywbVvE3VMzt0wIMqy/R7Z56J3377zd5Btu2uqoRAyrEkFDFIVVNiVSM/P9/MOjRNUdkXpZhARYc2YicKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgwBEIpMRtQWq57bX8UG9/5HqFoFVkwBHs8dA3dVrkQEBAAJYuXaqHlfzrr79QWlqqgxouuuiiahmaDv0UuQUFKEABClCAAo0pIFkRpVrL448/jnfffVe/fPDFF1/g559/RreIIPRu1/rfbiWF6BLkg/jff8Z/16zAhI8++3cdWxSgAAUoQAEKnHACiYmJ9iyDEpRnHeK50/79do9i1YqMjLTP19WQDM+mFPfogbGnnII1a9boRe3bt8eOHTvwU6tW2KoCE+U+xRQ1LLQMDX2w4uXlpVd5eHhU6yIZFiUg8UX1GyiiTx9ceumlOEPNf6iqBC26qRqam6s+HS8mQJEZFB03Y08KUIACFKAABShAAQpQgAIUoAAFKEABClCAAhQ4MoH0uG1IVXF8UsI9vZHjFYEeUY0boOjUXI0yrOTgwYP1sJEy3PNll10GXzVMEgsFKEABClCAAk1bQB7ejx07Vl/EPffcg+nTp2PDvv3w9PHFgOEjkR0YgWT1m6bCo+ohf14W1q74s2lfNM+eAhSgAAUoQIEjEti5c6d9+/0qINEM8TxQLT3bEqC4Rc23bNnS3reuhhniWfpIe9asWTrrswQY3nDDDXrT7du366nJKF0z+FCvrPo4WICirM5W1bVNGzRTw0BLkfyKZmBqCVK8/RAyKBYVFSG3KqCRAYqiyUIBClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAKNIZCdsAfpJUX6UBEe7sj2jGr0DIpOC1CUhwKSWcmUZ599VgcnRkVFYfHixWYxpxSgAAUoQAEKNFGBu+66C7169UJ2tjyuB8bccjseeX86zrv6erzy3od4e/a3eHb6V8gqq4Srqys+fXkCigoLDrjakpJivP3qFJzZrw9ioyMx+MwzYDIKHdCZCyhAAQpQgAIUaLIC1gBFGeJ5y5YtGKSu5iNVPSttw0nI55uqtm7dWn3WX6wBipJNsV27dpg9ezYyMzMxYsQIvYOKigo9NcNGOxKgeLAsi/LSZUxMjP3EltlbQH/VNkGXlsW1Nq2/dTIyMlBZdf21duZCClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoICTBPL3xyO9KE/vLdLVBTnu0WjdyBkUnTbE87Rp0zB69Gh9Mbt374YEKL799ttISEjA3XffjY0bNzqJjbuhAAUoQAEKUOBoCPj7+2PZsmV47LHHdAYgCVhcvXoNgoKCIOuk+vn54dLb7sFP77+OIDdXjB89EumFxYiJbYdTTxugAhYL8eeC+Qj08sDZbdXDflXlAf0bt18Hfzd3BPoFYs66TfBu1RpfffUV6gooOBoGPCYFKECBE1EgOTkZP/zwA3bt2oWQkBCcd9556NKlS50UmzZtwl9//VWtj2SqGzVqVLVlnDm+Bfbu3Wu/QBneefPmzZitlkj2QVNkoOcVbm5o3ry5WVTn1DrEs7Utv0FqZmE0GRQPFnwoB6org6Ksl/1K8OT999+Pzz//HJPV/x4uVMvlGoJVzVdZFJOSkiAZEjt27IjJkydj0qRJ+Omnn9BDDUFtivQzpby8XP+WCgwMNIs4pQAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQo0iEBxUjIyC21JiEK91Qv+7urF/HC/BjnWwXbqtADFxMREtFFDH0mZN28e+vTpg1tuuQWSueCll17SN98DAhp3/OqDXTSXU4ACFKAABShweAKStei1117TG0tWpEIVcCjVWnwCgzDgmlsR989qlGRlIDgtBaVZKVj9/VzdTYITS8rKIUEF7qWlKFFLXTw9ILkWC4py0b9DC7jm5OCFMVfhqZlf23ctgQ05anlERIR9GRsUoAAFKNCwAvLCWatWrdC9e3cdbPXrr7/i4YcfxsSJE/HQQw8d9ODff/89nn76aXTr1s3eJzg4mAGKdo0ToyHf29ZSoOZbWRYUqpccz1JBfy1VhkJ3d8duT1gzKFrbslvz0kRenu1N0EPJoHiwlyIkQFHKlClTIMNUz5w5E5Kf0U1VCVLMVr+L+r/zjs4wnZqaqkeWkKDe3377rVqAYs1MixLQyABFBchCAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACDSpQkpKJnIIMfYwgvwo0V8GJ7irZUGMWx54AOHBGcmNdbsJLkUwBZ599tm7LEI9yo19uvjNAUZPwgwIUoAAFKHBcCEjAigSbSPCBBAJIlSBCCVj0DQhE54GD7ddZrIZ6Ttq3FykJ8SgtKcLoa29CS7Xt0nPORan68bPbxwsrs7PQIbYFKgL9UBHkr7YtwScPP4DrJk3RLzwMHjwYa9euxeLFi9G/vwyqyEIBClCAAg0tIP+GW7lyJXr37m0/1JNPPolx48bh5ptv1t8D9hU1GieddBKWL19eYylnTxSBP/74QwfzmeuVoZ3fU9Xc8ihX7Sv//luvdjR7onS2Zk20tvWO1EeLFi30UNIybzIoWoMP5bdLVlaW6e5QBkXTOTIyUjeTVdbomKogyNJnnsElaum7qsrvlO3bt+s+6enpemo+5DeStcg9EhYKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgQEMLpKWUoKKyAq4urvAMdEerRh7eWa7PaQGK559/vs6g8fPPP2PBggV6iGc5gAwDJsMXmQcDsoyFAhSgAAUoQIGmLyAP++X73fodX1ZWVi1gUYIWJWDRy8cXrTuepKtc+X71UkNyWhp8pr6OUJWVsWNoKAaoQMeePXsiY/s2TP/vo8jzdMXeXVvw9SMPICklGZGpSWimMi2Ov+lGPHTN1TjprLPxT0oqZBhRyeLlaOalpi/PK6AABSjQeALyIpo1OFGOLEM8/9///Z8e1laCvVgoUJvAOyqr4L59++yrJqqWCU6Uhb+pKt/hUg4lO7I1a2JtAYoyzPOWLVv0fk0GResQz/Lf86JFi/R6+ahviGdfX197X3Oe3w0ciFvVfQ/JoCh1rKoSoLhmzRr1aSsMUDQSnFKAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoMDRFEivGuwo0DcEBX7+aN2UAxRlmC83Nzd9Q/7TTz9Fr169tO2qVatw0003QTIpslCAAhSgAAUocHwLSJBgqAo2lGqKvKhgMizm5ubqdkFBgX6BAS4uyFcZhPLVkIlSli1bpn9PnPHIf7F71XKk7d+HzfF7UK6Ggj65dzecXLXTP/9egT/XLkdJcjpeW7ZSZ2qWoURZKEABClCg4QXkhTTJJNe+ffs6D7Z161a0bt0aErwumW+fffZZdO3atdZtTIC7dWVlZaV1lu0mJrBu3Tr7GfuolvllIH+q21S9xb4WMIGElkUHbVqHRbYGK5oNJIOiKeYlCmsGxUMNULQe75JLLsGPP/6Is++9F/P+/BMXZWfrAEUZ7llKUlKSraE+awYo1syYWHPeviEbFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEnCRTl5yC9SF61V/fpfYKQp2rvyAAn7d3x3Tgtg6IEJ0qQYs0yatQoSGWhAAUoQAEKUODEFJDfCEFBQboaAQk6yVYP9eVBvkxl2MOKigq9WgIaC1WN7n6yrtK3QgW3lOTnITctGVn74pC1bRsKKkvgGR2Ox4afi8pVy/De3XfihpenwMPb2xyGUwpQgAIUcLLA0qVL8dJLL2HatGl1Zq7t0qULXn75ZXTq1AmpqamYPHkyTj/9dPythvSNjY094KwkQP2ss86qttwaVFZtBWeOeQEJODVZDGeos+2rqu32ByABihfVuAKTmbDG4lpnrcGMB8ugaDY0AYrWDIrnnnsu5s+fr7M75qjszXVlUJTgROt/r927d8fvv/+ud/+4+u942D//wEPNybXJNdYVoFhSUqK3Mx81h3w2yzmlAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABCjhLICVuC1LKbc/hQ738kOMV0rSHeBaYlJQUvP/++/jrr78gN98lo8Z1112HU045xVlu3A8FKEABClCAAseBgIuLC2RYUOvQoBKImKaGfc7IyIBkWpShoSVYUfq6qeGkfYJDdI1sfxIw+DyVkasUlWXlKCksQNb+eCRuXo/nr79C9feDO/xQmF+C4gBPXPnAHQcMT3ocEPISKEABCjS6gPw7b/jw4XjyySdx1VVX1Xn8Cy64oNr6YcOGoW3btnj33XcxYcKEautk5owzzoBk17WWqKgo6yzbTUhAhnY2AXh91Hmb4ES5hL21XIc16LCW1dUWWfvWlkHRev/B9LUGu0qGxQ0bNuDWW2/V9y/MPqx9zAH79et30NEg/PzUjRzVMayq86VquoQZFA0dpxSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKHAMCGTs3Y40NVqhlHBPb+R5R6B5uH+jn5nTMihu3rwZZ555Jnx9fTFo0CBIJoMVK1bgjTfe0Df9b7zxxka/OB6QAhSgAAUoQIGmIyCBiJJBqWYWJcluJNm3ZCrBK6VVP6Dc3VXOIlUlY6JfSCiad+0BCXKsVEGNxQX5yE1JQtL2zZg36WXMr/SGqwpb9PH1R7N2sWjWtiW6DOyHqFb/DgPZdKR4phSgAAUaX2Dt2rWQzHP33XcfnnjiiUM+gYCAAHTr1g1xcXG1buvq6goTKGY6yPcCS9MUMMGm8qqia9UlSObEXaoOU1XuF1iHOK753V+1Sa0TkxVRVtaWQXHo0KE6K6IESJr9WjMomvYtt9yC/Px8XHHFFfo41gBFeYEiLy8Pl14qYYe1F7n3IUNVD6hafYmafllHgKIJ2DR7s16/WcYpBShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUMCZAtn79iC9pEjvMsLDDZ7hsfBwN3funXmkuvfltADF//73vzpAcebMmdWG+po+fTruvvtuXHPNNbDe8K/7tLiWAhSgAAUoQAEK2ARkeEWp1iLZFZOTk3WVB/5meGgJZnFxV4GIgUG6RrbvZAtaVMNHlxYVIj8jHSk7t2L7vCVY+u1MnDr0Ygy7ebR11we0JehRghQkuIaFAhSgwIko8I8axlaCviSg69lnnz0sAgkE27hxIyQjHcvxL2CC7+60XGqyaktwopSTTz4Zy5cvt82oTxNIaF9QR8NkRZQutQUoSmbDF198EZs2bYIMNS7Fei/CBML27dsXM2bIANS2Yu0zcOBAfPPNN9XubZh+ZirHuVfNrFRVQmnldk5RQoL6tJX09HTT1FMGKFbj4AwFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQo0gkB+YjzSC3P1kSJdXRDUqlMjHPXAQzgtQHHXrl2YNGnSATfwx4wZg9tuu00P18ghug78A+ASClCAAhSgAAUOXUCCC2JjY3U1W0vQYnx8PLKysvTw0NWCFt3c4OXnr2toy9boNOgcqMhFlJaU4Odv56Ntl04IV1kYi3LzUZCbh/ycPKQnJGLlvIXIy83RQ01LEMSQqy/DgIvPM4fklAIUoMBxLyDB4BKcKFnr2rVrp7Pjm4uW4Z6jo6P1bMeOHXHZZZfhhRde0PMyfO7gwYPRpk0bJCYmYsqUKTpjnixnOf4FTDBeL8ulLra0b7rpJv3ygdwj2L17N/r3729ZW3ezvgBF2VoyfVqLBBy+8847Olui+W/Wul7a1gBFd/Wyg9S6imRQzFIdZGByP1UlSHGIyvi8RU2lZGdno6yszL4fY2JbC/sQ2GaeUwpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKCAswWK9ichsyBT7zbctxLNYsKdfQiH9lf3HXeHdmHr1KtXL6xbt04/vLJuJkN4hYSEHFJGBOv2bFOAAhSgAAUoQAFHBCRosUOHDtW6ynDQCSqbUUZGhh4eWgIFpOhhQ1W2RU8VdAj1//tUYOPeffv0uvLSEhSp4aQzk/ai0j8PLiUZanBooAzZ+OmLaQgIC0E3NTy0FNmvBORIhsUhZw3G1eeOgKubK4LbxCC3uEgHXzRr1kz3NR8lKihyy5Yt6NGjh1l0yFO5LgmccGT4U8kA+ddff+ngzfPOOw8SUMFCAQpQwFGB3NxcexY6a7Y52f7UU0+1Byj27NkTLVu2tO9Wss5OmDBBZ7qVAG8JQHv77bd1kKO9ExvHrYAJxjO5h2V451ctV9u9e3fcfPPNliWON02AogzVLEODO1IuvvhiyH/LdRVrgKK1fbBtJIOiFMmZ2FG3gDPV9M2qtkwki6J5UdOYmNUmy6SZ55QCFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUo4GyBgv2ZyC2U1+2hnl1XonWUuXPv7CPVvb8jClDcu3evfjAvhxg1ahQkG0ZaWhqGDBmih1pav369zpTxyCOPOPzgoO7T5VoKUIACFKAABSjguIAEGNTMtCiZFZOSkrBHZX/OzcqBh48XXFSAgwn2c/f0gn94hK4te/S2DRFdXo4iFYSYnZyARbO/QtL2PejUuwdefm4ieriEwDs8Gt574/H1By9WnZzkUbL9zHKBB3w9IzHg3LNVdiUX/DBbDRmpVs9RgYxuKrOj5Fxyd3NHdExzeKsgy8ysTCTsT1CZxooRExODaBXgmFpegNZ9uyM8rxKrFi3Ftp07EB4aAg9PN7i5uqkhrlU2yPJKBEZF4NxRl6D7mbZMVKnxiXjnwXEod8nT57Vu5kx4uYag18ABcI0ORm5pMS65/FL+Tqv6U+OEAhQ4UKB9+/b49ddfD1xRY8lXX31VbcnkyZOrzXPmxBKQrMYR6pJLVPVUtVJ9z2ao719THAkANH1rTiUrZ/PmzdG2bduaq45o3npO1vbBdmoC/n9RHUyAYk/VljBd2ysP0PdHNm/ejD59+hyQMZEBigeT5XIKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhRwlkBaeikq1f95uHnCJcALrZpigOIzzzyDjz76qJqJZMmQai1PPfXUAUMsWdezTQEKUIACFKAABRpLQLItSeCf1I8//hj3330vhpx2Bq4YMxrtTuqIkrJSlKpMi5J5UIoELrqobIW+wcG6NuvUVa/bnpqA868didzUFKTu3KrqNhWBYQs4lHyLQKneXoUOIr9kDxbOs/1mcvfSiyFhGlKllJYDu/fF22bUp4pXhBqRGtk5W3WVFRk71qpP2z4jdVLGTKjNoOISJcZRnSOQm56K2W9tx4q5PdFv6CB898kMFZyYrjrYinQtqijAn0u/rlriio3/+x4+3n6oKK/Qw6+Wq6mnCtJs0aEdBl16AfwCA5FelIepb72J/Px8nHHGGbj++uurgiurdsMJBShAAQpQwCIg2QJT1fxtp5+OX3/5BdPVS4t47TV7D0cCAO2dazQkMFBelnQ0e2KNzQ86KxkZTalveGfpZzIoSijubarKqwnyK2CGqmeqKmXq1Kl49913cdttt+nfHbaltk8GKFo12KYABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQIGGEMjIlbvXQKh/OPL8AtEiQj2EPgrFltrnMA/8xhtv6AyJ9W1uMhLV14/rKUABClCAAhSgQGMK3HDDDbjuuusOGuQgAXnxavjnrKwsnfmoQmVS1PGAErSosh96+wfqGtGmPSqHXIBKlR0qWw0PXZibh3YxLeGpIgiXfj0P2blJajsJJ5QABg/4eYXotmRzlFpYWKD2V6mCIXUHdT62H4oVlbYwxgrkqBUSnKiOWx6i+pbDxyMQRSVlattCBKmhVEsqclFRWayOU4j4BDWk8yd/6WPIR0xUL5x67ln47cdFSE9MUHGU+WppkaoVOoAxr7gqiFH9MpRARznS7h2J2P3i76plKxEq7CICrtj38w94/udfERbWEs07xCIoMgwDLh4Gbz8OHW2sOKUABShwoguY4DsZ3ttNBf4Vd+5cjeRIAhRlR84OTpR9Ws/J2pZ1tRWTQVHWLVVVghLl2zta1evU9/Inakjp7777Ts2pjIr79qnvzTDdNh81h3w2yzmlAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABCjhDICNpD1JLbc+dw3wCURoUDk93edW+8Yt6BH34xUcNQyi1rpKjHtJ/++23GDNmTF3d7OvS09Mxbtw4LF26FMEqU9Htt9+uAwfsHWppyNDSMlSjtVx55ZUYPXq0fVGeGpZx/Pjx+OmnnyAPEiQY4e6777avZ4MCFKAABShAgRNToK4gB8mO1KlTp2owElCwY8cOZGZm6uBCCTCUojMtqqDFkJAQXQvVskL1S6vn1RfpQIpcFaggv0e6du2Kbt266W3MhwQZyhCqGRkZGDRokB660qxLSUlBZV4RvnjnQ8z/dRF2p2/Ehx9+qPuZPmaak56JqXc9qgIMM6sWucDHLQK3vvaMnu954WA9LVeBlhUqS+SKOT/hxy9mo6SkWEIf9W8vTy9PFfSYr/aRpfoWV+1HJjpfo56vUIN2pqZnqbpezy/9djb6DjoPF9xxrZ7nBwUoQAEKnNgCJvhOAhSlmKlRcSQA0PRtrKn1nKztgx3fGqB4s+q0UVXJwSi3ep5Q3/nj1BT79+sXGwrVfYjv1e8DazFBnNZlbFOAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFnCWQsnMjktQzYSnhXv5wC2/urF0f8n6OKEDxYEeTIRHlIbsM/zx79mz4+/s7FKAo211wwQV6yEDJzrhr1y7ccccd+jASUHiwsnDhQvTt21dX06d169amqaejRo3SWQsmT54MCYKU4ER5IPDQQw9V68cZClCAAhSgAAUoUJeAl5eXDjK09pEgRcm0KL8xCgoKUFpqG4rZ9JH1EuwoNS0tDUuWLNFBi7KvoKAgNGvWDMOGDTPdq00jIyMB9f9jX3oGY2ELNKzWwTITGBaCJ758D9u2bdMvZZx//vlo166dpYet6aYCKaUOHDUcpwwfgokTJ2LAgAGQ/tYi17Ny2Z9I3BWH03r3VUGN5cjNzMbir+fqjI2VaijrShXEWIlcrPz1a6xd+qse5loSP7q4ucJLBaYEqICM2JPaIyg6AqUeLojp2LbWc7Iel20KUIACFGjaAib4zgQmmqm5KkcCAE3fxppaz8naPtjxzRDPZv1jqiHDPUuAoqlmnb+6AXT+nDl4wixQU2NkWcQmBShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUMBpAhlx25GmEtVIiVCjHfk1P/C5sdMOVs+OnBqguHfvXnzyySeYNm2aDi7s378/3nrrLfznP/+p5zRsq3/88Uf89ddf2L17N1q1aoUhQ4YgLi4OzzzzTL1ZFOWhvgzTWFtZvXo1vv/+e6xZswa9evXSXSQ4QPZ73333VRvKqbbtuYwCFKAABShAAQrUJSBZGOW3i1RrSU5OhlTJnChBi/Iyhim2oZ0L9RDNJhO0ZGH0VD8OA9TQkFFRUQgPD9eZGc02jk47duwIqY4UyQD17LPP1tpVhqM8f8RFB6w7deS/wZRbVq7FVy9PRblrGkorU219XdVEXWqpSiOZp2ri/tX2fbjAFx1OPh2jH7vHvowNClCAAhQ4vgRM8J0E4ktpagGK7u713yqpGaAogzn3UC8dXJedra/ZfEiwohQ/9QKDtRgj6zK2KUABClCAAhSgAAUoQAEKUIACFKAABShAAQpQgALOEsiIU0M8F+Xr3UWp+97N2nZ11q4PeT/133WvZ5dyU32OygQg2RIXLVqkH4bffPPNOkhx7NixkMyFjpZffvkFXbp0qfZwXzL5PP/88zposU2bNgfdlQx/KMNCR0RE4KSTTqr2MH/x4sX6Ib8JTpSdyH7l/NauXYt+/foddL9cQQEKUIACFKAABQ5XQIIMpVpLTk6OzrYo05KSEj1MtFkvAYwyLKZUeZnCFMnkJIEQ8jtH9udI4ITZtqGnJ/Xrhcc/fw/P3fEAivZnIDDAX2WHBCoqy1FeKRkWpargTDUsNHS7ANv+XoKJYzYiPCwKmUUFquaiW+9euOqeW6v9hmvoc+f+KUABClCgYQRM8J0JTDRTczRHMhSavo01tZ6TtX2w41uHeJY+khG5hcpI3OH22zFlyhQ8+OCDetNt6lNnVFTf8UGqXayyC4uPGQZbd6r6WLlyJXbu3IkrrrhCZzq2rmObAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKHAoAnnxCUgvtL1UH67yCcTGxh7K5k7te0QBinLjXIZWlqxBV155JZ577jl7sJ8M7XyoRbIl1sw8ZOb37NmDugIUn3zyST2UdEZGBrp3745Zs2bpQEU5h9r2a4aAlv3WFqD41VdfITMz034Jf//9d53Ht3dkgwIUoAAFKEABCtQhEBgYqF/IsHYpLCzUQYtZWVk6aKG8vNy6WmdflHVSt2/frtdJkKIER4SoIZRjYmJgslRV27CRZuRcnn7/9VqPJtkj9+3bB7lul/xifPjksyhHBorK9iM+eb/exlN9bvtjP174Y60aovqdWvfDhRSgAAUo0HQETrQARQloTE9PtwcVRkdH2/+w5N1Uf1UlSHG6qrep7+3ExETk59veWlWL7EUCE+X+xYoVK/Dqq6/al7NBAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFDhUgfLkNGQVZOjNgv0r0DzC71B34bT+RxSgKG/8y4PyHj166MyJdQUQOnLGsr+aD9fNfG3ZBcw+Z86ciVNOOUU/DNixY4fONnDJJZdg06ZNOnhSHo6Y/ZhtZPhEKebBiVluppLNUYasNmXbtm1HNZLUnAenFKAABShAAQocfwI+Pj7o0KFDtQuTIaH379+vMylKAGNZWVm19TIvWRilSjCDFDc3Nz2MZnBwMCQ4QoaKPtrF398fnTt3tp/GA++/gUm3PYjCrBz4+qlXddxL1NDXkl2xROVZ3I+XrrkHj0yfau/PBgUoQAEKND0B8+93kznRTM2VOJKh0PRtrKn1nBzJVGwd4vmDDz6wByfK+VoDFN9Q849VXYR808t9EwlQlHspNYt5SXLDhg01V3GeAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKHBIArkp+SgrL1Uj2LnCJ8AFEcG+h7S9MzsfUYCiDMe8e/duPZyzvN3/0EMP6aGTr7vuOp3p51BPVB5gp6amVttMsu5IqesBu2RxNKV9+/Z4+eWXMWTIEMhNfQmelG3Nfkw/M3+w/b799tumq54+/vjjOgCg2kLOUIACFKAABShAgQYSkEAJyfhssj7LYSoqKnRQgwz/LL9lJEhRhoU2RTIvSkYmqQkJCXqxZLqWFzMkg6EETISGhpruR2Xqp4aAfvrzd7Fr1y5ERkbqDNhyIpPG3I38sr0oKI3Dc1fepDJNuavrK0evYWdhxM1j9LlK0Oavv/6Kb775BsOGDcPw4cOPyjXwoBSgAAUoULeAeRHQBCaaqdnKGgxolh3tqfWcrO2DnZcJUJT7GNdee221bs2aNbPPf6haj6oqGRTdVL28Uyf88ccftQYolpRIwP7BX6TUK/lBAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFHBAICNX7kwDQb6hKAv0g5urbd6BTZ3e5YgCFOVs5KH5U089BRliefHixfj4448xZswYSKafzz//XA85OHDgQBWNWf9FduzYEcuWLat2kZK5UIqsc7SEhYXprmbIJNlWMhrIQ315SC/F7LeTejjAQgEKUIACFKAABZqCgPyOad68ua7W883IyNDZFnNzcyHBDdagRfn9I4EiUlNSUvRm8rtMgi8kqEKCBCMiIqplfrLuu6Habdu2rbbrhz97AxNG34niiniUoeqFFfVLdc3CWarOqdY3Qs2tmTET62fMxyNqO0cyXVXbAWcoQAEKUKBBBU6EAEX5HouJiYH1hUmDag1QlGXy2qXkNJa7Ihd89hnuV9PaMiiazJNmqrqxUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUOWaAwLxtpRfLaPBDqG4KK0PBD3oczN7BF6zlhj/Kg++yzz8b06dN1Zp93330XycnJOPPMM9G1a1eHjiBZcPbs2YPff//d3v8zdfN+wIAB+sG5LJQH6/Pnz9cBkDIvgZDWh/CyTIIkZahEc9zzzz8fBQUFmDt3rqzWZcaMGXooRckCyUIBClCAAhSgAAWasoBkRezWrZv+zTRo0CCcddZZ6NOnDyRAQn4TmRc0zDXKbycJZJTAxi1btuC3337DkiVL9Isia9euxd69e/V607+xpo/NeBOBUd3ggRh4ucbAzcX20okM/1yzViJHLVVDQo+5E/97bioSNm3XL8vIyy41fxs21vnzOBSgAAUoYBMwAYpeXl56gTWD4rEaVG7NmujIOQYHB+tsxXPmVA+ilwuWdfK9bMqbqmHyHbuobMDj1XzNAEXJEmy+v4yf2Z5TClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoMChCCTtXI/kMtud6TBvf7hHND+UzZ3e94gzKNZ2RkFBQbj11lt13bRpE2bNmlVbtwOW9erVC7fccgtGjhypt5Wh/+Rm/y+//GLvu3LlSj2cn6xr06YNFi1ahLFjx2Lo0KGQhx6yfsWKFXjzTfWAWw1lKEWyPD766KO4/vrrsXz5cqSnp+tASmvAov0AbFCAAhSgAAUoQIHjQECyI9bMFC0ZmeLj45GZmalf8pAhoa1FgiOys7N1ld9aUtzc3HSQY0hIiA549PX1tW7i1La88PLAay9U2+fqn37F2hUrdZBlmzZtdcbH8tIyLPpqLrILdqggxSSs2yB1ocpMJYEwLlg09V0MvepqnHbxedX2xRkKUIACFGgcARNgZwITzVSObg0EbJyzcewo5v6Bs87xkksuwYYNG/TBZZjn61SVgZ8li+IYVd/MylKf/xZr1sScnBysX78e3bt3/7cDWxSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABBwWSd25BSlmp7h3p5YOA5tVHt3NwN07r1iABitazkwyFTz/9tHVRnW3JvDhkyBCdRbFdu3b4+++/qw3vLFkIXn/9dZhhnE8//XQ88cQTkEDIvLw8DBs2DO+99161bAVywOeffx79+/fHwoULdTbGVatWoUePHnWeC1dSgAIUoAAFKECB40lAMlnJ7ytrkSDF/fv3Iy0tTWecliBFa5H18htL6r59+/QqycgowSbyUkp0dLSeWrdxZrv3uYMgtWbpcf4gvHbLIyqYUg1b7VqGCpVRsRJFulslCrHwi8/QuktHNO/QpuamnKcABShAgQYWaIoBij179tT3ESSo0BpQebhU8pKkDAM9ceJEbNu2DTepHc1XVQIUpUaoLMbWYg1QlEzGcr9C7l/I/REWClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoMChCKTs2oHU4kK9SaSHByLbHd0Rhhs8QPFQcKSvZM4ZNWqUrrVtGxsbi3vuuce+SrL53HDDDfb5uhoyhLRUFgpQgAIUoAAFKEABm4BkSGzZsqWuVpPk5GSkpKQgNzcX1mEnpU9FRYUOZiwoKEBiYqLeTH7DeXp66gzWkZGRCA8P17/rrPt0dvu+91/Cxo0b8fnnn+OUFu3RulkMUuOTsPL3+SpgMRsfjH8MHi5BKhDEBW7u7ihTmReT83PR8z9DceONNzr7dLg/ClCAAhSoEmiKAYryPfbxxx/jyy+/xKWXXnrEf5aSyVjuVch3lAQobld7LPXzg2d+vg5Q/EDN7xkwACF33oncwYMhWRNrlh07djBAsSYK5ylAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUKBegfyEBKQV2u47R6rowJZtO9W7TUN2AU5kagAAQABJREFUOOYCFBvyYrlvClCAAhSgAAUoQAHHBKKioiDVWmT45wT1Y1aCKEpKSnSgollfWVkJyf6UmpqqqyyXYA93FRgoQRoSsCjZFiUg0pmla9euOlO2dZ+FpcVYv2KJyqiYh5JK25tBqEoMGeIHxP+0BFPX7sQ9U5+3bsY2BShAAQo4ScBkAzSZCCWDr3wnyHfFsTrEs1x6nz59dHUSg96NfP+ZUqxGmPBUozlIiVa1bPlypKo6R303Puvrq5dbPzIzM62zbFOAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFHBIoV4loMgqydN9Qv0pEhwU4tF1DdWKAYkPJcr8UoAAFKEABClDgOBOQIZ2lWotkUZSgxaysLEjGLBkS2hQJRJHsixJgIXX7dskfBR206OPjg7CwMDRr1gwSuOLMMvL+W9Hi926YPfFN+Hn76HOS8/Dz91Fxiqkqu2IW0lOz8MLom+HrHYDiygrsL8pBqDqfEZePRK9BpznzdLgvClCAAieMwNixY7Fo0SL9d79ctPXvd2nL94T8/X8iFfmuM8Vt6lTgzDOhovzNIj29RH139lMZiwdVWwr93VljEWcpQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAvUKlKTkoLAkT/cL8K9ASIBzn8fWewI1OjBAsQYIZylAAQpQgAIUoAAFHBfwVRmfOnToUG0DCQaUoMWMjAw9FHRZWVm19TIvQ0dL3bNnj17n6uqqg1aCg4N10KJkXTyS0m/gaeg378BAw/j1W/HJ81NUoGISSipSUFKQog8Toj4r09Ix9+2XsGxmZ9z91oQjOTy3pQAFKHBCCsyaNQuJiYn2azcZFGWBBCZKgKI1YM/e8ThuWDMoxnbuDD+VhfjD5s0Rkp6Ok9V1u1RdezM1lRzD/4b5Qwf/V63mhAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABSjgsEBGVoXu6+ulMicG2kY5cnjjBujIAMUGQOUuKUABClCAAhSgwIksIMN3xsbG6mocKioqdNBKWloa8vLyIEGKkmHRFFmfn5+vqwQ3SpGgRU9PTwQGBurhoUNDQ033w5626N4Jj3/+NsaNuRWVmfnw9PKAu0+JOhfJZiXnU460jE2YcNXtOPW8IRg0+hK4eXro85XhqlkoQAEKUKB2Afk7PTU1tdpKa4CiaZ9oAYrmeiUAX77PpHw/cCDmzp2L09T3ygfq+9BDLZNAxQWqnqOqKRzi2UhwSgEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAo4KlJeXqeGd5ZV4IMQ3FKXBkqrl6BY+ZT26/jw6BShAAQpQgAIUOCEEJNiwucoYJdVaJGAxOTkZOSqjVIka8rJm0KJk25KakmLLdOji4gIJgJQMi1FRUZDMVG5uth/Y1v3W1ZZzmfj5B5Bjb9u2DX379tX7lKDJF8fcobIrJqthn/dj6YLpqn4Jd5cg5OUUo1hFj1wz/j6ccmq/unbPdRSgAAVOSAEJppO/R63FBCXKMtM2AXvWfsdz21xv69at7ZcZExOj238oryWqZYISpYcMgF2oqpSsrCxbg58UoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQcFUuO2Iqnqdn2Yj3pxPjTawS0brhsDFBvOlnumAAUoQAEKUIACFKhHQAIMrcNfSnfJsChZFLOzs3VwomRXNEUCGCWQUYaPlmqKBC3KcNMSCBIdHa0zL5p1B5vWPLZkSHziy/fx/kP/h6R9u1DukqM2LUVZZRq8VfZzbzX33SuvouDiURh41cXYvn072rVrpzM9HuwYXE4BClDgRBEwgeTW6zVBibLMtGv+nW/tfzy2B6psid26dcOYMWPsl2cCFGXBnaquV1W+YySL4oOqPqeqFGZQtDnwkwIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABRwXSNm9CSll5XqDcG9feEe3dHzjBurJAMUGguVuKUABClCAAhSgAAUOT0CyI3bq1KnaxsXFxTpoUYISCwsLUV5u+1FtOpWWluqARglq3LVrl14smRV9fHwQEhICCQaRtiPllpfH627L//wTsya/A8+icgQH+aG4PFMNAp2HhXM/wuI5c1FcWIryUH9MmPa2I7tlHwpQgALHtUBtAYpeXl72azYBiiajoH3Fcd5o1aoV1q+XEMR/iwTSW8talR14gArAl3KtqvtV/UjV3bt36+++mtmH1SoWClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoECtAkk7tyO1pEivi/LwREjr6s9da92ogRcyQLGBgbl7ClCAAhSgAAUoQIEjF5Agl7Zt2+pq9iZBivv379dDNefn5x8wtKisl2yMUvft26c3k+GdZV9BQUFo1qyZnpr91Zz2HzAA/b8eYF/867cLsGT6l6h0y1DZFdPg7gt4FBXjq9ffw+X33mrvZxoSkLJu3TqMHDnS4eBIsy2nFKAABZqaQGpq6gGnbIISZYVpn2gZFA9AUQv8/PyqLZ6ighhnxcXpDIqSRfERVcNVfSk9HW+88QYmTJhQrT9nKEABClCAAhSgAAUoQAEKUIACFKAABSjQUALrdqUht6AUraMC0CLCv6EOw/1SgAINKJC4dTvSivL0ESLdXdGmc88GPJpju2aAomNO7EUBClCAAhSgAAUocIwJSIbEli1b6mo9teTkZEgmr9zcXEhmRRkW2hQZLloyMEpNSkrSi11U5ipPT08EBgYiMjISERERpnu16aARw1DoCayduxCe6h/n+SUZqKjMxqY/FmJ5s+bodFpvZKWkY8uaf7By/kLAzTY09aQ5C+HnH4SBIy/AqcPPrbZPzlCAAhQ4XgTqC1CUv2Ol1MweeLxc/6FcR82MvgEqQPH/VICi5O+VAEU3VW9WVcIY5y1apD5ZKEABClCAAhSgAAUoQAEKUIACFKAABSjQ8ALz/tyNN+f8OxrI4JOb45Grejf8gXkEClDAqQL5CUnIKMjS+wz3qkCvzq2duv/D2RkDFA9HjdtQgAIUoAAFKEABChyzAlFRUZBqLTL0s2RblGlJSQkkUNEUCWCUIaQluMYE2EjQoru7O2S4acn2JQE1EhA5bNgwXWXb3f9swnSV1aoC2Vgw+11VzR7VVAUymiLhkbmF6fhhxhtYMOMT9B1yPi64ZYxZzSkFKECB40JAstXWLCZroix/8cUXMXToUFx44YU1u51w876+KgWvpcgQztPV/G2qmm8vCVS8StXVq1bpYHvxHT58OM4//3w88cQTag0LBShAAQpQgAIUoAAFKEABClCAAhSgAAWcK/D98jh4VFagZ2kGgsqB5WtKET+0EzMpOpeZe6NAgwrsSMiGW1YWsgttAYqhQS5wc5U7zke3MEDx6Prz6BSgAAUoQAEKUIACjSAgQzpLtZaCggLEx8froMWioiLIkNCmSNCiZF/MzMzUdfv27XqVBC1K5qvQ0FDEnNQOvVSwyNrvvtNBimZbwF1lvwpEdGQrPZx0isroWFCSpfrkoBK5WLloNlYtmqf6+KN9j564ctw9/27KFgUoQIEmKiB/p9Ys1gDFnj17QioL9PeI1UECFKUMUlWGd5YQdolzl1tGL6oqGX9Xr16NZcuW6UB6BigqFBYKUIACFKAABShAAQpQgAIUoAAFKEABpwokZxZgX2Imzs4rQ0lFC8gTk9NcdmHZ+v0YdXZHpx6LO6MABRpOYPmmRBTlVKgR5irg7uaB0ChLVpWGO2y9e2aAYr1E7EABClCAAhSgAAUocDwKSAarjh2r/6NasitKpsWMjAxIsE1ZWVm1S5d5GTpaapwajjOgeSROv+V65GbnqLePXNG1R3e0bdu22jZmZseadfjipSnqH/UZKlBR7VvVLesWYept8Tj35qvQqe/JpiunFKAABZqcQG0Bil5eXk3uOhrjhGsO8WwCFOWm71SVuXeZCoL/cO9efSpy0+Y59b3yW4cOel6+f1goQAEKUIACFKAABShAAQpQgAIUoAAFKOBsgRWbkjCgNEkFJ7aDh0shSit9UFHcQmVR3MMARWdjc38UaECBTXGZ8Mxz1UcI8QuHT0xkAx7N8V0zQNFxK/akAAUoQAEKUIACFDjOBTw9PREbG6uruVTJrJissiDK8M/5+fk6s6JkWDRFhn4ODg3Rs3tVQIlUGSJaAnMCA1UmRTU8tGRcbH9KDzw27V389MlMZCWnY/emDSpIMRXp2ZvxxeQn1fbucIUvPF0CcNdbExAQEmwOwSkFKECBY16gZoCi/H0qfxeyHChgHeLZw8MDkZH/3iAaMWIEZsyYgb29e6NkzRq98UMqOL7L5s0Yq+YYoHigJ5dQgAIUoAAFKEABClCAAhSgAAUoQAEKHLnAyvX7EFrUDKVqVxW+2xFYHIqcshaITtiJ5IwCRIX6HvlBuAcKUKBBBSoqKrF75w6EltruzYf6BMGnWbMGPaajO2eAoqNS7EcBClCAAhSgAAUocEIKSABiTEyMrlaA9PR0PexmTk4OJPOiNWhR2jJstNSUlBS9mQTqSCBKywEno7cKRgkOCMSUm+5X/9jPUhkVC1WfMj0MdFFlDl654x54uvrDVR379CuG4/Th59kPvXjxYrRs2RLt27e3L2ODAhSgwNEWqBmgaB3e+Wif27F2fGsGRT8/PwQH/xuQbtZFz5qFOPX3vNxGknqBqutV/UgFypvvGPnuCQoKUktZKEABClCAAhSgAAUoQAEKUIACFKAABShw+ALl5RXw3r5RZU1sDz+3FOxqfTKi4/5Rjy1awLfEH6u3peCC/rGHfwBuSQEKNIrAnqQceOXHI7msQh8v3NsfgS1bN8qx6zsIAxTrE+J6ClCAAhSgAAUoQAEK1CIQFhYGqdYima1kiOisrCwUFxejosL2DwDpIwElEkwiw0dLlXLa7VfpoEVPFbiYl5iKDT/9gfT0LSpQMRtFFdnqNUVg4YyPELdyPUIiwvHbb0uxc+cuva1biD+mzPhAZ2jUC/hBAQpQ4CgKMEDRcXxrBsWaAYotWrTQO/Js1w4JzZujeUKCPUjxUbVmjvoukWy+/fv3R4Jat2/fPvirYaFZKEABClCAAhSgAAUoQAEKUIACFKAABShwuAKJKkNicIkn8tUOyrxSceHAQfhfSiJaqQWF5RHYuScVYIDi4fJyOwo0msCmuAz1v+Uk7FLPI6VEenohtHXHRjt+XQdigGJdOlxHAQpQgAIUoAAFKECBQxAICAhAp06dqm0hgYrx8fE6aFECeGTIaGspLS3Vw0a7BPmh++XnqEjGoSgrKUVhVi4yEvYiYdNf2LZ9KbAd8HQDOncMtG/+3thHceqwC3De9aPsy9igAAUocDQEGKDouLo1QFHaISEh9o1jY2Pt7Y2PP4677r4bc9QSk0lxjGpLkPvGjRt1v127dqFHjx72bdigAAUoQAEKUIACFGjaAvKi45o1a7B69Wps2bIFnTt3xq233npIF/Xxxx9j7dq1uO+++9BOvfjCQgEKUIACFKAABeoTiNuXgoLSGN1tu5s/zg/3h2+LNvDN2IeCijAUqCFjgb717YbrKUCBoyywOS5TDc+ejrRiCTcGIjzcENG261E+K9vhGaB4TPwx8CQoQAEKUIACFKAABY5XAS8vrwMeCJSVlSExMRFpaWmQoB4JUrQXNRS0u5cnAqLCdG3V62S9qkJtU5Sbh+zEZCSphxQ5qbtVgsVM/LlgFlb/tAienj4IaBWNax8fCxkiNCkpCZdddhkKCwvxwAMP4Oqrr7Yfgg0KUIACzhaoGaAYERHh7EMcN/szwzjLBdXMoGgNUOzatSs2qT6bVe0inVWRoZ53796t2/IhGRQZoGjnYIMCFKAABShAAQo0eYHU1FT069cPHTt2RHZ2Nvr06XNIAYoS2Hj//ffrbS+//PID7kc0eSBeAAUoQAEKUIACDSKw/8/VqESQGt45Fbtco9A8wh9tY4LgsnktUBwG9/RMPUqUi3p+wUIBChy7AjLEc2xhJtILc/RJRnkAIZG2UXuO9lkzQPFo/wnw+BSgAAUoQAEKUIACJ5yAu7s7WrZsqav14iWoMCUlBXl5eTpoUYaFNv/gd1PDQPuFhuga0/UkvVm5ClosKchDbooKWty+GYnb/sSLN6yo2qULzmnRUmXd8sCOOT/jja17cPezT1gPxzYFKEABpwnUDFCU4DqW2gXkO0CqBKtLIGdwcLC9Y80ARVmxSlUToNhWtYsukDBFWxk+fDjuuusuTJ061SzilAIUoAAFKEABClCgCQuEh4fr4EIZoWHUqFH6pUZHL0defrzxxhvx9NNP6yBFR7djPwpQgAIUoAAFKJC7N0shBKHSMxVBfmHw9/FA22ZBWO9mS67gWeqN/en5aK4yK7JQgALHrkBKViG6q+eGmfkZ+iTDAiqPmZNlgOIx80fBE6EABShAAQpQgAIUONEFoqOjIdVasrKydLZFyZxQUlICGe7JFDcV4OITGKxrZPtO+g3GSrW+tKgQeelpSNu1DYlb1TCgbpVI37YO08ZNxPUvPGY255QCFKCA0wRqBih2797dafs+HnckWRRzc3PRtm1byDDPI0aMQH5+Plq3bm2/XAleHDJkCD5ZtAjXqqXm/XRvlXl3ppofpaoEsr///vt46qmnIA+zWShAAQpQgAIUoAAFmraAm5sbJDjxcMqECRPQvn17jBw5kgGKhwPIbShAAQpQgAInsEBhgY+++jRXN7RQ2ROltG0WiAVuvpAnFsVl4diZkM0ARS3DDwocmwKFxWXIKyxFRXYhSstL1P1kF/WC/LETFnjsnMmx+efHs6IABShAAQpQgAIUoMBRFZDMWtbsWnIyEgiUkJAACV4sKipCeXm5PkfJtuiiHmZ4+fnrGtYqFh0HnSMRLCgrKUZBVgY+fnES0rbE4+onH0RMm1Z6u40bN+rARwYUaQ5+UIAChyFgAhQjIyN1Jtj+/fsfxl5OnE0kKFECFNu0aaMveu7cubVe/MKFCzF06FDcqoIUn1Y9mqsq77za3n9VDVWKi4uxePFiyBB+LBSgAAUoQAEKUIACJ6bAhg0b8MYbb+Cff/7RIzLUp7Bu3TrIKA6mrF+/Xmf4NvOcUoACFKAABShw4giUl5ahoDRUX3CCWwC6hvvpduuoADXcc6S6H1WC8kpv7Nm8E2f2lLtTLBSgwLEokJJZoE8rK9dNTwN8VIKT6H9H7zna58wAxaP9J8DjU4ACFKAABShAAQpQ4BAFJLClQ4cO1baS7Ir79+9HRkaGDmCUoUOl6CGiVeCih7cPgqKb6xrbrw+27tmJTdu3oCgnD2l7ErB1xVqE+PjrYadVd+R4VmJdyl4dHPnggw8iJCSk2vE4QwEKUMAqYAIUv/zyS/33xcknn2xdzXYNAcmgKEUyKNZXmjVrhs9Up7NU/UnVL1X9SFVr2blzp3WWbQpQgAIUoAAFKECBE0hAXlqUoZ2fe+45yG/HvXv31nv106ZNw4IFC+z9ZNSGmJgY+zwbFKAABShAAQqcOALxG7egAu5wdynEfpdgnFeVQdHTww3RUSHwzd+D3LLmyN1d/2+ME0eNV0qBY08gWQ3v7FpRjLRCV31yoX4h8GomOVCPjcIAxWPjz4FnQQEKUIACFKAABShAgSMS8PT0RGxsrK5mR/KQIjk5GampqcjLy9NZFGQ4UB20qDq5q238w0N1je3TXQ8VWlFehmLVtzI5Ee3S/ZCjsi1OvfUB+PsHIbZTR7iG+CG3ogSXXT8GJsDGHI9TClDgxBUwAYoyTH3nzp1PXAgHr7xdu3aIj49Hr1696t1CTE051zRqTHfv3l1jCWcpQAEKUIACFKAABU4UgVdeeUX/+/yWW25x+JKnTJkCqaZ89tln+OCDD8wspxSgAAUoQAEKnEACu9btUFfrCx/3NDVyRwSaVwUoCoEM8+wSlwuofAhlGWrKQgEKHLMCqSpAMbg0ASkVMgYPEOYdAP+YlsfM+TJA8Zj5o+CJUIACFKAABShAAQpQwLkCbmq4Z8mAUDMLwu5tO7Fm+Qp4+vvCNzAArm6uOmhRAhfd3D3gG6zeilS1WacuOmixsqICJYX5yE1NQdLODUjZsRWTfl2CAN8oXPHg7Yjs2EZnboyKinLuBXBvFKBAkxEwAYqS4ZWlfoFvv/0W6enpOmttfb1NgKL8XZ6VlaWz5Mo248aNQ05Ojh7Kb9euXfXthuspQAEKUIACFKAABY5Tgd9//x3Lli2Dt7e3vkJ5MVHKkCFDcMkll2DWrFl6nh8UoAAFKEABClCgNoGUuAy12BeVrvlqGoEW4f72bhKgGO9mG63JtdgNuQUl6rmAp309GxSgwLEjIEM8B5UmYUdJqT6pCC8fBLdud8ycIAMUj5k/Cp4IBShAAQpQgAIUoAAFGkegTcd2kGotubm5kIcamZmZiIiIgLu77Z8KErToogIdvf0DdY1o0x6dh1ygAxfLioqw8u/lSJvzBZI274J7uS9GP3YvWvdk9jSrLdsUON4F5AFokfr7QAoDFB370xYnR61atGihd9qtWze88847elhoV1dX3Hvvvdi2bZsOUGQGRcfc2YsCFKAABShAAQocDwIyQkJcXBw6duwIDw8PTJ06FS+88IL90hITEzF06FB8+OGHOOuss+zL2aAABShAAQpQgAK1CeRk2pbmuVXASw3rXD2DYhDWuXpAQhYrygOwOzEHPdqF17YbLqMABY6yQIrKoBhUlILUkkJ9JpHq3woRbY+d53X/z959wLdVnY0ffyTbkvdeieMMZwEhSYGSMEIos6yw9yh9+0kZpRRKaSH8C/QNXS9vWQVeaNlllVKaUKDsskOYTQohCZCd2HG8h2Rt/e85ilwrHpFtyb6Sficfx7r3nnvG9yqOJT33OaYMUFy+fLm8/fbbUlhYKKeeeqqUlkb/A27lypWiMgfMnz9fSkpKNHrAyPjy7LPP9noqzJkzR6qqqnrtZwcCCCCAAAIIIIAAAqkmkJeXJ8cee2zEtFXA0bZt23TQYldXl6glo1XRQYtG4KLNCLCxZY+XoqrxMuWg+WJELcpX2zfL2o3rxBa0SNXUSfLnvz0j6vfuo48+untp6YhO2EAAgYQXUD8fwllaog26S/hJj+AEFixYIL/4xS/k+OOPl0mTJukgRZvNJiprrc8XuoNdfUCtfkarzLkUBBBAAAEEEEAAgcQWuOaaa3Tm7I8//lj/vnfxxRfrm1vUUs6qvPnmm6J+R1SfhanfD6urI5dty80NZT2aOHFir2OJLcPoEUAAAQQQQCAeAg5Xvm52hzVLpo0rlDSrpbubmrH5ssWaLyrEyeUvkq83NxGg2K3DAwTMJbCjpUtKXC3S1BVajr3CeKu4vHq6aQZpugDFxYsXy29/+1s55ZRTZOPGjXL99dfrYMXp03ePVl9fr+8Ka2xslLfeeksHKSppt9utAx3Vi7GsrKxu/FtvvZUAxW4NHiCAAAIIIIAAAgggECmgloeaPDky06IKhlHZGNTv3CprgwqIUYFJKmjR+EvS7XYR9WWUrTvqZd68eRIwzvnHkmelo65RdqxZL2Oqx8kZP/tBZGdsIYBAwgqEl3dWEyBAMfaXUZneeOON3Q2rD6jDRS37bDd+5qr3PbZs2SLqfQ8KAggggAACCCCAQGILqN//1GtvtTxzuPT8bKumpkauuuoqKSgoCB+O+K5uQFTHSdARwcIGAggggAACCPQh0NHSLu5AKEBxs7VAjhlfFFGrKC9T3LkVYjdWYHIH86R+7dcih+0+dieiETYQQGBEBHa0OmVSV7s0OUNpUUtzgpKWYZ4l2U0VoPjVV1/Jf//3f8vf/vY3Oemkk/QHnSpDwJVXXikvvvjibi/YZZddpgMR//jHP/ZZ96mnntLZW/o8yE4EEEAAAQQQQAABBBDYrYBa+lllZ+iZoUFlLG9oaJCvVq+VTuONClt2pliM5Ud10KLRYpqRRj6nuFB/Vc6Yon/P/+drr4nb2SWOHc1S/+UmKQwWywEnHCLvb/lMVq1aJT/72c+kqCjyzZDdDo4KCCAwKgLhAEUV1Bz+dz8qA0nBTpW3Ckpcu3at/OUvf9E/N1Xm25///Oc6kLyysrJbRf2sVu+XzJ07V/bZZ5/u/TxAAAEEEEAAAQQQMJdAz5tT+hrZXnvtJbfccktfh/Q+9Vp6oOP9nsgBBBBAAAEEEEg5gVUffa7nbLN0SKclW/aoLuxlUDO2QOwNW8TtzZOu2u29jrMDAQRGX8DvD0hTu0sy2h3idIcyKJYXW0d/YD1GYKoAxSVLluglilRwoirqjfaLLrpITj/9dJ3OXi353F955pln5MsvvxTVRn8Biv2dy34EEEAAAQQQQAABBBAYuoDVCEZUS42Glxv99a9/Lermo6P3PVBKK8slLS9b0jNtYtm59Kj6Pd9iBDpm5efpr9IpE3TQ4iZfoxRmVsjsMZny2PUPSbqRMaKkulhyjGUl9j70mzJhgMxgKkBKjUMFSFEQQGBkBcIBimRPHFn3cG8qg44KULzuuut0Vlu1/9VXX5Xly5fL+++/332jploK8NJLL9XbH3zwQfh0viOAAAIIIIAAAggggAACCCCAAAIIpKjA1q+2GDMvEntam/G9VKbvkkFRsUwaky/ez7rUQwl2uiQQCBrvxRsrKlEQQMA0AvWtXcbnbCLt6p+yUbJsOZI/Ni+0YZK/TRWg+MUXX4i686tnmTFjhn6Dfc2aNXLAAQf0PNT9uLm5WS6//HJZunSpZBjZWforCxcuFIfDIePHj5fvf//7cu655/ZXVafPV0vVhYtauo6CAAIIIIAAAggggAACAwuoDIs33HBDv5XU7+Mbvl4n2zZtlrRMu5FdMfSSRActGgGMuaXqq1QqZ5XqoMWAT4xMi0H58J9fyT83fyyurQ3S2lIr/oBXysvGGEtaFcmWrV/L8yvekXaLT35+wyI5+cxjdLBiv4PgAAIIxFSAAMWYcg66sauvvlpefvnl7uBE1cCyZct0Ox999FF3gGJdXZ3eF/6uN/gLAQQQQAABBBBAAAEEEEAAAQQQQCBlBdrrVTRTkbEMklOK8+xSWpDVy2JCRZ58YQ3Fy2T4rdLQ1iUVRdm96rEDAQRGT6C2sVMsQZ80OtP0IEpyS8U29j+r64zeyP7Ts6kCFFtbWyU/P7S+fXiIBQUF+qE61l+54oor5KyzztJvum/evLlXNZVJ5Qc/+IEccsghYrfb9Rv3F1xwgWzfvl2uuuqqXvXVjtmzZ4sKmOxZLr744p6bPEYAAQQQQAABBBBAAIFBCuTk5Mjes2fpr/CpHo9HVnzyiWyv2y7ZWTmSbsuQoJF5XgUtphn3H2UXWIwvq5TVqKDFEgkG9hCPEbTobA1Ke4Nxt6avUo49dJ5u7qs3Rf775WfEbW2SkkrjDrGiLEm3WyTLyKw4c9YscXW55E+PPCobN2yROfsfIB2dbWKzp8mcQ2bKUccdIg888IA8++yzMnXqVFmwYIEUFxfr5VDDY+U7Agj0FiBAsbfJSO45/PDDZcyYMaKWdt61bNiwoXtXQ0ODftzY2Ni9jwcIIIAAAggggAACCCCAAAIIIIAAAqkr4OkM6Mm7rT6Zaqxk1FcZU5IjHxkZE1XYk9Vvl+3NTgIU+4JiHwKjKFDb6JBC71ap84US8ZVm5Utu9fhRHFHvrk0VoKiyH7pcrohRer1evd1fZsQXXnhB3nnnHVm1alXEeT03VFDi3Xff3b3rlFNOEZXZ5Ve/+pVceeWVfWZXefvtt3UWxfBJqi5ZFMMafEcAAQQQQAABBBBAIHYCNptN5hx4YESDgUBAWlpaRGVLb29rk86OTglIUActWox3QjLzLMaXSHG1yMR9jaUljGUlvF0BqV/vFWdLoThaCsTbJNJqfIXLlk9W64fj7PNk3B7Gww6RErXHeAmy6mW/PHTXVfLsm38wegnKa6+9Jvfcc4+u/73vfU9+//vfy7p16+S2226TT4xgypNPPlnfXKWWtN1///1lypQpvW5w0ifzFwIpIECA4uhfZLVSRF8Bihs3buweXDgwsaurS9Q1Y0nubhoeIIAAAggggAACCCCAAAIIIIAAAikn4PH6xe+x63l3WNP0Us59IVQWZ0uL1WYsAC3iC+RKXZNDZk9WWxQEEDCLQK3x77LQUytfe0IxdpX2HCmaOM0sw9PjMFWAYlVVlQ427CkUfoN93LhxPXd3P77//vt1sOFpp52m94UDHH/605/K8ccf3+/ycoceeqgOWmwzPuwsKjJS1u5SSkr0R5Xde1Wml/b29u5tHiCAAAIIIIAAAggggED8BFQWdPU7+a6/l6vfyZuamkT9Hq++1E1Eqq7FuIPTlpMm1TND6evVyNwun7Q3uYwvrzTWdUjDtnbpaHVLTk6WVFaVS319rbFEdLH43UaGxrQyOWD6Kbq9eSdMkY8//li++uor+eyzz+TBBx+Up556StTy1OGi9vcsapzh1yI99/MYgVQQIEBx9K9ydXW1vP/++70G0jODYjhAUVVSj1VQIwUBBBBAAAEEEEAAAQQQQAABBBBAIDUFNtV3iMcfWtG00Zoph40JPd5VoyQ/U5rT83SAojuQL7UNnbtWYRsBBEZZQAUoFrjqpd7t1COpMFYqq5gyc5RHFdm9qQIU582bJ//3f/+n3ygvLQ1FXL/xxhtSUVGhl1iLHHpo66KLLpL169d3H1IZVt566y056KCDdCaT7gO7PFixYoXk5ub2WlJ6l2psIoAAAggggAACCCCAgIkE8vPze/0Or7KBqWCbjo4OnWGxs7NTZwezZ6ZLWVWu8SUyedZ/bkpSbeTl5RmvBw7WrwnUzUgP3/V32brKK3c+coNMmPSfm6Nef/11ufTSS3WwYlpampx++umillP95z//KSrzo8ry+I9//EMHTYZfw5iIi6EgMCICBCiOCPOAndTU1PR5vGcGxfASz6oiAYp9crETAQQQQAABBBBAAAEEEEAAAQQQSBmBr9fViSeYq+dba8mXmrH5fc7dYrFIeskYSWvpEr/YpW3LNqPejD7rshMBBEZHQC3xPKWrWRq7Qon3xhjRgGUTpo/OYPrp1VQBiieeeKJMnDhRFi5cKLfccouoO/1vvvlmWbRoUfcyzK+++qqcf/758tFHH+m7/Y899tiIqW3evFlnTVTLOM+fP18f++tf/yrbt2/XQYvBYGi5NtX+FVdcIepDRgoCCCCAAAIIIIAAAggkrkBWVpao7GE9i8qsqDIeqmDFnl9q6WiVhbFndnT1Bsusg8bJgUcZKe9LIt+EOeKII2Tt2rWybNky/foj3I+6USpcPvjgA3nzzTdFvVahIJCKAgQojv5Vnzmz77th1U2c6uedCszeNYPi6I+aESCAAAIIIIAAAggggAACCCCAAAIIjJbA9rVfG13bxW5tE58tV8YU5/Q7lIqSXMnaUCed/grx7NjRbz0OIIDAyAv4A0HZ3uyU/Rxt0tTZqAdQnidGPJypQgLFVKNRGUheeukl+cEPfiCzZ8+WwsJCufLKK+UnP/lJ9xXMzMwUtRR0enrfQ1dt7LPPPjoTSvgk9YHlww8/LNdff71edm3SpEnyy1/+Un784x+Hq/AdAQQQQAABBBBAAAEEkkhA3Yi0a7ZFdbOSCqQKByyqjIvqsc/n697XVxZEFcB48MEH96szd+5cUV8q+zsFgVQUIEBx9K/6rFmzugehlr1XwdjhorIoquM9MyjW19eHD/MdAQQQQAABBBBAAAEEEEAAAQQQQCAFBTq3NxizHic2a4dMGlNpJA2z9KugghctacbSzkaAYrCDJZ77heIAAqMg0NDqFBWkGGztErfPpUdQXt53TN0oDK+7S9ONSC1LpIIU+yuHHHKIfPrpp/0dlsrKyl7Hjz/+eFFfFAQQQAABBBBAAAEEEEhdARVoqJZzVl8VFRXdEC6XSwcoqoBFFdRIQQCBwQkQoDg4r3jUnj59upSVlenAxLvuuks+/vhjUUvUr1ixQh588EF9k2bPAMXf/OY3MmfOHFHnURBAAAEEEEAAAQQQQAABBBBAAAEEUk/A294VmnRal9SMGfh98cribKmzunV9m9dYvajLKzlZGamHxowRMKHANmN5Z1VaO6z6e352sWRXFenHZvrLdAGKZsJhLAgggAACCCCAAAIIIJD8AipLu/rqK3ti8s+eGSIwfIG6ujrdSFGR+d70GP7sEqOFjIwMWbVqlR6sClQ8++yz5dxzz9UBinfccYcOvlbLPYfL6tWrZenSpXLNNdeEd/EdAQQQQAABBBBAAAEEEEAAAQQQQCBFBDqcHkn3BcVrzNdn8ckEtR7sAGVMSY5ssAZ1jYxAutQ1O2RKVeEAZ3AIAQRGSqCuySHpAYfscIUCFEtziiVz7JiR6j7qfkKji7o6FRFAAAEEEEAAAQQQQAABBBBAAIH/CLz33nt6Y//99//PTh6NuIAKTFRf4XLTTTfJySefrDdVkGLPZZ/VzmeeeUZnlFUZFykIIIAAAggggAACCCCAAAIIIIAAAqkjoDKupQVCGRBVTNPY0pwBJz/GyKDosITCiywBm9Q1OQesz0EEEBg5gfqWLin2bJFab0B3Wp6VL/kTakZuAFH2RIBilFBUQwABBBBAAAEEEEAAAQQQQACBSIGuri6dpU/tnTdvXuRBtkZVYPLkybJo0SI9hvb29l5j+eijj0Qtz/3kk0/2OsYOBBBAAAEEEEAAAQQQQAABBBBAAIHkFag1Mq4FA1l6gh3W9N0GKFYYAYod1lBAoz+QLduNDIoUBBAwh0B9i1MKPXVS7/HoAZXbMqVk0nRzDK7HKAhQ7IHBQwQQQAABBBBAAAEEEEAAAQQQiF5g8+bN4vf79RLCVVVV0Z9IzRERmDVrlmRnZ3f3NXbsWJk5c2b3tnrw6aefiterFvShIIAAAggggAACCCCAAAIIIIAAAgikgkBtY6d4/aFlnVutmVJR9J/3j/qaf6YtXXxZofqeQJ6xxDMZFPtyYh8CoyGgAxS7dsgOd6fufmxGulRMnT0aQxmwTwIUB+ThIAIIIIAAAggggAACCCCAAAII9CewZcsWfWj8+PH9VWH/KApkZmbKzTff3D2CCRMmyP/7f/+ve1s9cLlcsmrVqoh9bCCAAAIIIIAAAggggAACCCCAAAIIJK9AXV2LeIKhZZ2DhaWSnrb70CFbWYUBEpSApEtDXVPy4jAzBBJMoN4IGM53NkuDo1WPvMIWlKLycaabxe5/yphuyAwIAQQQQAABBBBAAAEEEEAAAQTMIKAyKKpSXV1thuEwhj4ELrvsMnn88cf1kZqaGikuLu5Va926db32sQMBBBBAAAEEEEAAAQQQQAABBBBAIDkFHNtr9cTSLS4pqCiPapIlZaVit4QytHkad0R1DpUQQCC+Ai6PT9ocHsntbJcWRyhwuKwwvn0OtfX0oZ7IeQgggAACCCCAAAIIIIAAAgggkNoC4QBFMiia+3lw7rnnilqCe/bs2dJXMOL69evNPQFGhwACCCCAAAIIIIAAAggggAACCCAQM4FAc7PRVp7YrW0ytmRiVO2OKcmWtrQOcfuMpZ47OsTvD0haFJkXo2qcSgggMCSB+pYufZ6r1SuBoF/SrOlSOsY2pLbifRIZFOMtTPsIIIAAAggggAACCCCAAAIIJKlAbW3obutx48y3ZESSkg95WoceeqgUFhZKUVFRrzYIUOxFwg4EEEAAAQQQQAABBBBAAAEEEEAgKQU6nB6xe916blarU6pKc6OaZ2VxjhH8FAqGyg14ZUdr6HFUJ1MJAQTiIlDf4tTtNnek6e/FuaWSOVYtx26+QoCi+a4JI0IAAQQQQAABBBBAAAEEEEAgIQTa29v1OAsKChJivAxSZMyYMWKzhe6itVgsmmTJkiXyxBNPwIMAAggggAACCCCAAAIIIIAAAgggkOQCtY0OyTKyH6oSsHqMDIo5Uc1YZVAMWL26blYgKNubQ4FRUZ1MJQQQiIuAClDM8jXKdm8o/K80u0iyTZpMgADFuDwFaBQBBBBAAAEEEEAAAQQQQACB5Bfo7OzUk8zNje5O6+QXMf8Ms7Ky5JBDDtEDPe2002TKlClSX18vN954o/kHzwgRQAABBBBAAAEEEEAAAQQQQAABBIYlsN0IaLIF03UbHmtAVOBhNGWMkUHRa/HrqragVeqaHdGcRh0EEIijQL0RKFzs2SLbfT7dS1lmrhRMqIljj0NvmgDFodtxJgIIIIAAAggggAACCCCAAAIpLUCAYmJe/gsuuEBU9sQFCxbI888/ryexefNmCQRCd88n5qwYNQIIIIAAAggggAACCCCAAAIIIIDA7gR2GAGKloBdV3NaLVJWmLW7U/Txojy7eNNCq3FYAxlS10QGxajgqIRAHAVUBsVC13bZ7nbpXiptdimt2SuOPQ696VBY9NDP50wEEEAAAQQQQAABBBBAAAEEEEhRAQIUE/PCX3jhhXLmmWeKyqbo9/slPT1dPB6P1NXVSVVVVWJOilEjgAACCCCAAAIIIIAAAggggAACCOxWoL6lSwL+0LLOnswsybRFFzakbnaVHCOY0VhQJRDIEhXoSEEAgdEVUBkUy1yN0tDVoQcyJt0qY6fOHt1B9dM7GRT7gWE3AggggAACCCCAAAIIIIAAAggMLECA4sA+Zj6qghNVSUtLk+rqav1448aN+jt/IYAAAggggAACCCCAAAIIIIAAAggkp8AOY2lmdyBfT85SWDyoSVrzQ+f5AjnS1B7K2DaoBqiMAAIxFVABxwXOVml0tuh2y7OCkpkT+nca045i0BgBijFApAkEEEAAAQQQQAABBBBAAAEEUlGAAMXkuOoTJ07UE9m0aVNyTIhZIIAAAggggAACCCCAAAIIIIAAAgj0KdC5Y4cEJF0sxt9ZFWP7rNPfTntJqT7kDWZLc1tXf9XYjwACIyDQ5fZJu9Mj9vZ26ehq1T1WlJg3DNC8IxuBi0UXCCCAAAIIIIAAAggggAACCCAwdAECFIduZ6YzJ0yYoIdDBkUzXRXGggACCCCAAAIIIIAAAggggAACCMRBoLVZN2q3tktpyeAyrWWXlRuBjX59vq81lLEtDiOkSQQQiEIgvMx6R1uocmZGthRVhZZvj+L0Ea9CgOKIk9MhAggggAACCCCAAAIIIIAAAskh4HA49ERyc3OTY0IpOgsyKKbohWfaCCCAAAIIIIAAAggggAACCCCQUgJtDrfk+kKZDzOsnVJRlD2o+ZcU5ondOE+VHKOdzi7voM6nMgIIxE5ge4tTLEGfNDrSdKPFuaViG1MRuw5i3BIBijEGpTkEEEAAAQQQQAABBBBAAAEEUkHA5XKJz+fTUyVAMbGveDiD4nPPPSc33nhjYk+G0SOAAAIIIIAAAggggAACCCCAAAII9Cmwo6VLcgOhDIhidUl5UVaf9frbWZKfKenW0A3LeUG3NLW7+qvKfgQQiLNAfbNTCry1sj30Fr2UZxdITnVopZw4dz2k5glQHBIbJyGAAAIIIIAAAggggAACCCCQ2gLh5Z2VQk6OeZeOSO2rFN3swxkU6+rqZPHixdLz2kbXArUQQAABBBBAAAEEEEAAAQQQQAABBMwuUG9kXMsMWvQwfVbvoDMoFhsBimlGYKMqOUG/NBOgqC34C4HREKg3Ao4LPbVS5w1lMi2350jRpKmjMZSo+iRAMSomKiGAAAIIIIAAAggggAACCCCAQE+BcBBbdna2WK28vdDTJtEe77nnnmKz2bqHvWrVKtm0aVP3Ng8QQAABBBBAAAEEEEAAAQQQQAABBBJfQGVQTAuk64m4jLfzyge7xLMRoBi0hIKhMoMBMigm/lOCGSSwgAo4LnRtlx3u0LLtlbYMKZ+8t2lnxCcIpr00DAwBBBBAAAEEEEAAAQQQQAAB8wqEAxRZ3tm81yjakVVUVMgXX3wh4aWejzzySJk8ebKsX78+2iaohwACCCCAAAIIIIAAAggggAACCCBgcgEV0BQMZOtRuo2bVbPtoWDFaIddlJcpfktoPVmbkYmRJZ6jlaMeArEXUP+eC7qapMHZrhsfk26Rikl7xb6jGLVIgGKMIGkGAQQQQAABBBBAAAEEEEAAgVQSIEAxua62CkisqanRk1LX1u/3y6effppck2Q2CCCAAAIIIIAAAggggAACCCCAQAoLqIBCrz9XCwTzCgYtkZFulWBGaIno9ICVJZ4HLcgJCMROYHuzU/KdbdLoaNSNlhr/tNPSBhd0HLvR7L4lAhR3b0QNBBBAAAEEEEAAAQQQQAABBBDYRYAAxV1AkmBz7NixEbNYu3ZtxDYbCCCAAAIIIIAAAggggAACCCCAAAKJK9Dc5hBPMEdPIK2oZGgTsWfo8yzBDDIoDk2QsxAYtkCH0yOdXV4JNjnE7e0Si/FnTKV5gxPVhAlQHPZlpwEEEEAAAQQQQAABBBBAAAEEUk+AAMXku+ZVVVURkyJAMYKDDQQQQAABBBBAAAEEEEAAAQQQQCChBfwtzcb4VSiTXzJLhhagmJaTpQ0CgUwCFBP62cDgE1lg844OPfym9jT9vTCnRHKqh/ZveqQcCFAcKWn6QQABBBBAAAEEEEAAAQQQQCCJBAhQTKKLuXMqs2fPjpjUCy+8IM3N6o1rCgIIIIAAAggggAACCCCAAAIIIIBAogukdbbpKditHVJSEMqkONg52Qvy9Cn+QBZLPA8Wj/oIxEhgy45OyfQ1S507FPZXnlsq2eOrY9R6fJoxbYBiY2OjOJ3OmM+6qalJwh+ixLxxGkQAAQQQQAABBBBAAAEEEEAgRQTCr61zc3NTZMbJP81DDjmke5L5+fk6OPHFF1/s3scDBBBAAAEEEEAAAQQQQAABBBBAAIHEFFDLwWb5XHrw6VanFOfZhzSRrNJQljZPMFtaOtxDaoOTEEBgeAIqg2KpZ6Ns8/p1QxVZeVJYM214jcb5bNMFKH7yySey1157SUVFhRQUFMjChQvF6/VGxRAMBuWoo46SoqIiWbZsWcQ5almib37zm1JWVqbbPfPMM8XhcETUYQMBBBBAAAEEEEAAAQQQQAABBKITIEAxOqdEqlVdXS0HH3ywjB8/Xk477TQ99M8//zyRpsBYEUAAAQQQQAABBBBAAAEEEEAAAQT6EGhud0lO0KePWKwuKcrL7KPW7nfllJYblQLGl1VsXrd0uUNt7v5MaiCAQKwEVAbFIletkUExlPivyp4p5VNnxar5uLRjqgBFFTC4YMECmTdvng4eVG+Cv/zyy3LjjTdGNfm7775b6uvrpbW1VXy+//wQVI9POukkmThxorS3t8uGDRvks88+kyuuuCKqdqmEAAIIIIAAAggggAACCCCAAAKRAgQoRnoky9a7776r3zdRN3mqsmrVqmSZGvNAAAEEEEAAAQQQQAABBBBAAAEEUlagpdMtmYGgnn/A4pXi/KFlUMwrKhS7JZQMrFCc0u70pKwpE0dgtARUBsUiZ4PUO9v1EMamW2XstG+M1nCi6tdUAYpLliyRlpYWueWWWyQzM1OmT58uP/vZz+Tee++NCDjsa2YbN26UX/7yl3LnnXf2Ovz666/Ll19+Kb///e9FLT2lMgH84he/kEcffVQHLPY6gR0IIIAAAggggAACCCCAAAIIIDCgAAGKA/Ik9EGr1Sp77723ngMZFBP6UjJ4BBBAAAEEEEAAAQQQQAABBBBAQAuoDIoZwTT92GsNGEs8Dy2DYkG2TTKMJaJVKQi4pd1BgKLG4C8ERkjA5fHJjpYuKXC0SENno+51TF5QbPasERrB0LoxVYDi8uXLZfbs2ZKXl9c9G5VNUQUtqiWaByrf//735ZprrpFJkyb1qvbBBx/o7Iljx47tPqaWLPJ4PPLpp5927+MBAggggAACCCCAAAIIIIAAAghEJ0CAYnROiVprxowZeujqhlC14gUFAQQQQAABBBBAAAEEEEAAAQQQQCBxBZo7XGINZOgJuCxiLPE8tAyK+Tk2sVq7dDtqyWgCFBP3OcHIE1Nga0Povdpgk0NcXqdYjD+Vlemmn4ypRrh9+3apqKiIQKusrNTbdXV1En5zPKKCsXH//ffrZZ1/9KMfybZt23Y9LOrcgdrtdYKx49prr5WtW7d2H/rXv/4l8+fP797mAQIIIIAAAggggAACCCCAAAKpLECAYnJf/ZKSEuONrUpR79WsXr1awks+J/esmR0CCCCAAAIIIIAAAggggAACCCCQnALN7W4JBkNZEz02m2TahhYulG9kULRYQ1kTs8QvbSzxnJxPGGZlWoH1tW16bM3toZyEhTklkjOu2LTjDQ9saD9xwmfH+Lvf7zcirSOTOoa31bG+igpIXLRokbz22muSlhZKR7trPXXursd21+6UKVOksLCwu6mewYrdO3mAAAIIIIAAAggggAACCCCAQIoKEKCY/Bde3SiqAhQ/++wzAhST/3IzQwQQQAABBBBAAAEEEEAAAQQQSGIBlUHRHsjWMwxm5wx5piqDYsDi1efbA0IGxSFLciICQxNYs7lFMn0tUucOxciV5ZZI9oTxQ2tsBM8yVYBicXGxrF+/PmL6anlnVdSxvsoNN9wge+65p6xZs0Z/NTaG1td+4403dFCiWspZnRtuJ9xGeLu/dhcuXBiuqr+3tbVJe3t7xD42EEAAAQQQQAABBBBAAIFUEFi1apV+rVZUVCT77ruvZGeH3sja3dxXrlwpGzZskOnTp+vXbburz/HEEiBAMbGu11BGu99++8nrr78uDzzwgBx33HG9VqcYSpucgwACCCCAAAIIIIAAAggggAACCCAw8gLNrU4pCYQCE60FRUMeQJY9XXw7846lB9OkzeEecluciAACgxdYvblZSjwbZas3lOivMitfCiZNG3xDI3yGqQIUZ82aJc8++6z0zHi4YsUKycjI6PfDLPUBmdPplP/93//VdB5PKJXsE088IR0dHaICFFW7t912mzgcDsnJCf3AVe2qoo5REEAAAQQQQAABBBBAAAEEegs0NDTInDlzpLa2VmpqanQmNbvdLg8++KAOVup9RmiPek13/vnny/PPPy8zZ86Uf/3rX6JuArvzzjv7O4X9CShAgGICXrRBDvnAAw/UZ7z33ntywQUXyCuvvDLIFqiOAAIIIIAAAggggAACCCCAAAIIIGAGAU9LswQlyxhKQOylZcMaUtBmRCg6RSyBdOlwhrIpDqtBTkYAgagEnG6fbKrvkL1d2+Tf7i59zlibXSqmmT/2LXI95aimG79Kp512mg4qfPjhh3UnKthQfYB10kknSW5urt6nMiVee+213RkRf/e738nHH3/c/aU+AFPlvvvuE3VMFXWXf1ZWVveHYYFAQG6//XY59NBDZdy4cboOfyGAAAIIIIAAAggggAACCPQWuOaaa6SpqUlWr16tAxQPO+wwOe+888TlcvWuvHOPyrb2wgsviMqguGzZMvnggw/kj3/8oyxdurTfcziQeAIEKCbeNRvsiOfNm9edMfXVV1+VL7/8crBNUB8BBBBAAAEEEEAAAQQQQAABBBBAwAQCls7Q6qV2a6cUFYTib4Y6rGCmLXRq0M4Sz0NF5DwEhiCwdkuLBIMihc4G2e5s0y1UZaTJ2Kmzh9DayJ5iqgBFFSx49913y2WXXSbz58/XWRPVB2F33HFHt8rXX38t//M//yOtra3d+3b3oLCwUC9HtHjxYjnooINkxowZ+oMy9QEZBQEEEEAAAQQQQAABBBBAoG+BsrIyueSSS7pvGFPZE3/wgx/o12Nq6eb+ymOPPSZnnnmmzrqo6qjM9ccee6w8+uij/Z3C/gQUIEAxAS/aIIdcWloqa9euFRWoqMpLL70k6qbPwbwnM8guqY4AAggggAACCCCAAAIIIIAAAgggEGMBj7EUbKYnlG0tw+qQ4rzMYfVgyQ6tXOoPZLLE87AkORmBwQms2RQKNC50tEhDZ6M+uTI3ILbM7ME1NMVQMCcAAEAASURBVAq1TbXEs5q/Wvbr6KOP1hk2VGChynJos+2MvjaOq8BFtTxYVVVVn1xjxozRx6dOnRpxXGVnVMs9q2WJsrOz5Vvf+pbOqhhRiQ0EEEAAAQQQQAABBBBAAIEBBT777DP9Wmr8+PH91lOZE88666yI4/vss4888sgjEfvYSGwBAhQT+/pFO3p1M+nxxx8v7777rs6Iqn4GqJUvli9fLvvtt1+0zVAPAQQQQAABBBBAAAEEEEAAAQQQQGCUBJo7XJIT9OveLRaXFOcPL0DRmleg2/IEcqTd6RmlWdEtAqknsK42lDUx2OwQl9cpFuNPZaXpQv/6vDCmHKX6oKu/D7vy8/PlG9/4Rp+TUTszMjL6PV5ZWSkqUJGCAAIIIIAAAggggAACCCAweIGNGzfKDTfcINdee63k5ITukt21FZ/PJ+3t7VJUVBRxqLi4WC8VHbFz58aHH34o55xzTsShgZaQjqjIxqgJEKA4avQj3rEKMFbllVdeEb/fL+rf+bPPPkuA4ohfCTpEAAEEEEAAAQQQQAABBBBAAAEEBi/Q3O6WTGNVDJ9xatDqNTIo2gffSI8zbMUl4jT+BCVdnO2hzIw9DvMQAQTiJLCloVO33NKWpr8X5JRIbnVJnHqLbbOmDFCM7RRpDQEEEEAAAQQQQAABBBBAYLgC27dv19nuDz/8cPn5z3/eb3NWq1UfCwaDEXXUdvhYxAFjY/r06fLQQw9F7D7uuOMittkwl4AKUHO73XpQubm55hoco4m5wMyZM3WbLS2hJUTUxptvvqn38RcCCCCAAAIIIIAAAggggAACCCCAgLkFVAZFW8CqAxS9Vv+wl3jOLiwRh6VRvMFsSXOGMrqZW4DRIZD4Av5AUGobOyXT1yK17tDnMOW5JZJVXZ0QkyNAMSEuE4NEAAEEEEAAAQQQQAABBEZPYMeOHaICE/fcc095/PHH+w00VCNUQYilpaWizulZ6uvrjaUGKnvu6n5cUFAg8+fP795WD9LSQncARuxkwzQC4eyJakAEKJrmssRtIGPHjpVq442uLVu2dPfx+eefdz/mAQIIIIAAAggggAACCCCAAAIIIICAeQWa211iDWboAbotMuwlnvNz7dJmdYjXny25/i5xun2SbSf8yLzPAEaWDALbjWWdff6gVHg2yjZvaMn2yqw8KZw8PSGmFwqpTIihMkgEEEAAAQQQQAABBBBAAIGRFmhsbJQjjjhCJk6cKE8//bRkZITeyBpoHPvvv78sW7YsooranjNnTsQ+NhJXIBygaLPZonpOJO5MGXlY4O2335brr78+vCkqm6LD4eje5gECCCCAAAIIIIAAAggggAACCCCAgDkFmjvcEgyElnV2paVLbtbu3+MdaCb52TZJs4aWds4L+qTdEVppZaBzOIYAAsMT2LIjtLxzkatW6tyhf39jbFlSPnXv4TU8QmcToDhC0HSDAAIIIIAAAggggAACCCSaQEdHhxx55JF6Kd8bbrhBvvjiC1mxYoX+6hmYdMYZZ8g999zTPb1LLrlEli5dKq+88orepwIbVXCT2k9JDoFwgCLZE5PjekYzCxWkvGjRIrnqqqskKytLn9Izo2I0bVAHAQQQQAABBBBAAAEEEEAAAQQQQGDkBdQSz/5Atu44kJUz7AHk59jEYgkFJWYFfNLm8Ay7TRpAAIGBBbY27AxQdO6Q7V2hpdWrMixSNW2fgU80yVFyrJrkQjAMBBBAAAEEEEAAAQQQQMBsAhs2bJAvv/xSD0st8dyzvPrqq3LwwQfrXStXrpSpU6d2Hz7xxBPlpptuklNOOUXvU1kX//CHP8iBBx7YXYcHiS1AgGJiX7+hjl4FJt5yyy06+Fgt8awCFPfYY4+hNsd5CCCAAAIIIIAAAggggAACCCCAAAIjINDc5pKCQG6op4LCYfdYYAQoBq1e3U5mMGhkUCRAcdioNIDAbgQ27+jQNQodrdLQ2agfj8kNii0zFHy8m9NH/TABiqN+CRgAAggggAACCCCAAAIIIGBOgVmzZonT6dzt4MJBjD0rXnvttXLllVfKjh07pLKyUtRSwJTkEVBLf6tSWDj8NzSTRyV1ZlJdXS0qQHH9+vWpM2lmigACCCCAAAIIIIAAAggggAACCCSogKulWfJELetsBDOVlA17FmqJZ58loNvJCFql3UmA4rBRaQCB3QiEl3iW5k5xeUKf21RWJk7YH0s87+YCcxgBBBBAAAEEEEAAAQQQQGBoApmZmTJ+/HiCE4fGZ+qzVq9ercc3ffp0U4+TwcVH4IADDtANP/744/HpgFYRQAABBBBAAAEEEEAAAQQQQAABBGImEGxv0W3ZLA7jhuO8Yberlnj2WELNWINpZFActigNILB7gfASz81tabpyYU6p5Iwr3v2JJqlBgKJJLgTDQAABBBBAAAEEEEAAAQQQQCBRBL744gs91L322itRhsw4YyiwcOFC3dq7774rra2tMWyZphBAAAEEEEAAAQQQQAABBBBAAAEEYingDwQlo6tTN5lhdUhxXuawm8+0pYsnbWe4USCDDIrDFqUBBAYWUMuod3Z5xe5vlTpP6N9eeW6JZBsJIhKlEKCYKFeKcSKAAAIIIIAAAggggAACCCBgEoE1a9bokcyYMcMkI2IYIykwduxYmTJligSDQfnwww9Hsmv6QgABBBBAAAEEEEAAAQQQQAABBBAYhEBrp1tyAj59htXaJcX5ww9QVI0F7XbdZjBolzYjeIqCAALxE9jWGAoyLnVvlK0ev+6oMitPCmumxq/TGLdMgGKMQWkOAQQQQAABBBBAAAEEEEAAgWQXqK+v11NUgWqU1BSYO3eunvhzzz2XmgDMGgEEEEAAAQQQQAABBBBAAAEEEEgAgeZ2l2QFA3qkQavHyKAYCiwc9tCzsnUTvkAmSzwPG5MGEBhYoLbJoSsUubZJnbtLPx5jy5LyabMGPtFERwlQNNHFYCgIIIAAAggggAACCCCAAAIIJIJAc3OzHmZxcXEiDJcxxkHg/PPP163edddd8rvf/S4OPdAkAggggAACCCCAAAIIIIAAAggggMBwBZo7XGILhkKDfFZ/zDIoWnPz9NC8wWxpN7I0UhBAIH4CtY07AxS7GmR7V5vuqCrDIlXT9olfpzFumQDFGIPSHAIIIIAAAggggAACCCCAAALJLKCW9W1tbdVTJEAxma/0wHM75phj5Morr9SVHnjggYErcxQBBBBAAAEEEEAAAQQQQAABBBBAYFQEmtvdkhZI1327LRKzDIoZhUU752MVZ4dzVOZGpwikisC2nQGKhZ3N0tDRqKc9JjcotsxQJtNEcCBAMRGuEmNEAAEEEEAAAQQQQAABBBBAwCQCbW1t4vf79WgIUDTJRRmlYSxevFhsNpusWbNG1q9fP0qjoFsEEEAAAQQQQAABBBBAAAEEEEAAgf4EVAZFCYSWde6ypkl+TmyWeM4qKJEMS2ip2WBne3/dsx8BBGIgUNvYqVsJNjrF5XWKxWKVsWMzYtDyyDVBgOLIWdMTAggggAACCCCAAAIIIIAAAgkvEF7eOTc3VzIyEutNkITHN9kE8vLy5Jvf/KYe1fLly002OoaDAAIIIIAAAggggAACCCCAAAIIINDS4RZ/IEtD+DOzJM1qpFGMQcnPsUmGNbTsrLUr9D0GzdIEAgj0IVDbZPwbCwakvjVNHy3JLZecieV91DTvLgIUzXttGBkCCCCAAAIIIIAAAggggAACphNoamrSYyJ7oukuzagMaP/999f93nzzzfLiiy+OyhjoFAEEEEAAAQQQQAABBBBAAAEEEECgb4Hmdpe4A7n6YDCvoO9KQ9ibn22TdIuRndEoWQGPOLq8Q2iFUxBAYHcCbQ63OFw+yffVylZvKMC4MrdUcidN3t2ppjpOgKKpLgeDQQABBBBAAAEEEEAAAQQQQMDcAuEMigQomvs6jdTovvWtb+muVq5cKVdeeeVIdUs/CCCAAAIIIIAAAggggAACCCCAAAJRCHS2tEpAbLpmRnFJFGdEV0UtFW2xunXlnKBf2pye6E6kFgIIDEqgtjGUobTMtUE2e0L/zsZl50rZHjMH1c5oVyZAcbSvAP0jgAACCCCAAAIIIIAAAgggkEACLS0terQEKCbQRYvjUE8++WR58sknxWKxyJdffinhANY4dknTCCCAAAIIIIAAAggggAACCCCAAAJRCgRaQ6uhZFickl9UFOVZu69WYCzxLJZQ1kS7sfRsh4MAxd2rUQOBwQvo5Z2N00qctbKtq0M3UG2zSdXecwbf2CieQYDiKOLTNQIIIIAAAggggAACCCCAAAKJJtDREXoTJC8vL9GGznjjJHD22WfL1KlTdesffvhhnHqhWQQQQAABBBBAAAEEEEAAAQQQQACBwQqkO0Pv5dmsnVKcnznY0/utn28EKAYsfn3cFhQyKPYrxQEEhiewbWcGxeLOBqnraNSNVWcGpWTMpOE1PMJnE6A4wuB0hwACCCCAAAIIIIAAAggggEAiC3R2durh5+bmJvI0GHuMBQ444ADd4gcffBDjlmkOAQQQQAABBBBAAAEEEEAAAQQQQGAoAu1GVsMsXyjLodXaJcV59qE00+c5+dk28VkD+lha0CqqLwoCCMReILzEs725zQgEbtYdVJVbYt9RnFskQDHOwDSPAAIIIIAAAggggAACCCCAQDIJEKCYTFczdnOZO3eubmz58uWxa5SWEEAAAQQQQAABBBBAAAEEEEAAAQSGLNDc4ZJsY/llVYJWT8wzKHp2xkhZA+kEKA75KnEiAgML1DaGEga0tIRC/HIzC6RwYuyWax+499gdJUAxdpa0hAACCCCAAAIIIIAAAggggEDSCxCgmPSXeEgTPPDAA/V5L730kixZsmRIbXASAggggAACCCCAAAIIIIAAAggggEDsBJrbXWILhqII/cZyzEW5scugaM9IE09aemiwQRtLPMfustESAhECtU0OsftbZZsrFOJXmV8h2RMnRNRJhA0CFBPhKjFGBBBAAAEEEEAAAQQQQAABBEwi4HA49EhY4tkkF8Qkw9hnn33kkksu0aNZvHixSUbFMBBAAAEEEEAAAQQQQAABBBBAAIHUFWjucEt6IE0DuK3BmGZQVI0G7aGAx0DALm2d7tSFZuYIxEmgzeEWh8snZe51stnj072MzS6Qoql7xanH+DVLgGL8bGkZAQQQQAABBBBAAAEEEEAAgaQTCGdQzMnJSbq5MaHhCfzqV7/SDaxYsULa2tqG1xhnI4AAAggggAACCCCAAAIIIIAAAggMS6DFWOJZjOBBVbosVinKi10GRd3ozvcHfcEslnjWIPyFQGwFahtDyQJKnVtkiyv0uNqeKWNn7BfbjkagNQIURwCZLhBAAAEEEEAAAQQQQAABBBBIFoFwgCIZFJPlisZuHsXFxVJZWakbXLduXewapiUEEEAAAQQQQGAXgY8//lgCgcAue9lEAAEEEEAAAQQQ6CmgMij6AqGbjN02u9jSQ9kUe9YZzuO0vHx9ui+YaQQokkFxOJaci0BfAmp5Z1WKHTukrrNFPx6fYZGxU7+hHyfSXzsXhDfPkD0ej9xxxx3y9ttvS0FBgVx00UUyf/78AQd49913yyeffCL19fVSVFQkRx11lJx33nmSnh6antfrlWuuuaZXG9/5znfkG99IvIvWayLsQAABBBBAAAEEEEAAAQQQQGCEBAhQHCHoBO2mpqZGtm/fLipAcd99903QWTBsBBBAAAEEEDC7wOuvvy7BYNDsw2R8CCCAAAIIIIDAqAo0t7uMJZ5DAYrBvIKYjyU9v1gC4pCgWMXVHgqkinknNIhACgts25lBMa+tWRo7d2iJquKgpKWZLtxvt1fJdBkUTz/9dPnjH/8oJ5xwgowbN06OPPJIeemll/qdiHoB+thjj0lJSYmuW15eLpdffrkOUAyf5PP55LbbbpONGzeK0+ns/vL7/eEqfEcAAQQQQAABBBBAAAEEEEAAgSgECFCMAimFq0yePFnPngyKKfwkYOoIIIAAAgiMgEB7e/sI9EIXCCCAAAIIIIBAYgt0NLcaAYQ2PYn0opKYTyanoFBslp2BiZ38fhZzYBpMeYHaxk5t4GwKiD/gk4x0u5RXZyWki6lCKt977z157rnn5N///rfMnDlTg6oPPlT2w2OOOaZPYIvFIu+//37EsRkzZsjChQvl3nvv1RkVwwevvfZamTNnTniT7wgggAACCCCAAAIIIIAAAgggMEgBAhQHCZZi1QlQTLELznQRQAABBBAYJQECFEcJnm4RQAABBBBAIKEEAi3NxnhDQYTWogkxH3t+tk1arU5x+/Mk3U0GxZgD02DKC9QaGRStAbds7wzlH6zIHyNZk6oT0sVUGRRVpsRp06Z1Bycq0VNPPVUHLNbW1kYNnJGRIVlZWZKdnR1xjtvtlm3btolaRpqCAAIIIIAAAggggAACCCCAAAKDFyBAcfBmqXRGOEBx/fr1qTRt5ooAAggggAACIyzQ1tY2wj3SHQIIIIAAAgggkHgCFkcoq2GGtVOK8zNjPoH8HJukWV263ayAVzq7vDHvgwYRSGWBbU0OKfVskE3eoGYYm1MkBZOnJSSJqTIoquV/ampqIiDDb2x//fXXMnbs2IhjPTeWLVsmK1eulM2bN8ujjz4qd955p9jt9p5V5LDDDhO1rHNmZqZ897vflVtvvVUHMkZU2rnxwQcfiMPxnwhvtTx0UVFRX1XZhwACCCCAAAIIIIAAAggggEDKCBCgmDKXekgTDb+PwxLPQ+LjJAQQQAABBBCIUoAMilFCUQ0BBBBAAAEEUlbA5fFJpjeUvCvN2iVFeZHxM7GAURkUay2hPrKDfml3uCU3KyMWTdMGAikv0NrpFqfLJxNcm+UDdygQuCozWyr2/EZC2pgqQNHpdPYKGFSZEFXpGSzYl/Rnn30mS5YsEXWHfn5+vlRX/yelpcqo+OSTT8r8+fPFZrPJK6+8Ipdccol4vV65//77+2pOFi9eLCooMlwaGhrkzDPPDG/yHQEEEEAAAQQQQAABBBAwvUAgEJDHH39cXn31Vf1a6w9/+IOo4DJ1U9fChQtFvVaiIDBYgfDr89zc3MGeSv0UEAgHKKobSKuqquStt96SKVOmpMDMmSICCCCAAAIIjKSAWQMUt27dKup116pVq+TCCy+Uk046SZYvXy7q86/DDz98JInoCwEEEEAAAQRSXKC53SXZwYAEDIeg1SPFefHJoBi0hrIm2oNBaXd6pf+0Yyl+QZg+AoMUqDOyJ6pS4qiTbY5W/Xh8RppUz5irHyfaX6Za4lkFI3Z1dUUYhrd3Xa45opKxcfHFF+vAQxVUqLIjqhd94WWh09PT5eyzz9YZGEtLS+Xcc8+VRYsWyWOPPaaDFHdtS22/8MILsnbt2u4v1X5aWlpfVdmHAAIIIIAAAggggAACCJhS4LTTTpOrr75aXC6XvPHGG3qMKqjs3nvv7d425cAZlGkFgsYbjeEAxZycHNOOk4GNnkB5ebmUlZWJeq6o92Uefvjh0RsMPSOAAAIIIIBA0gqYMUDxiy++kJkzZ+rXWmpVrg0bNmh/n88nF110UdJeCyaGAAIIIIAAAuYUaO5wiy1o0YPzW3zGEs/xyaDot6gQSJEMo692Ryibot7BXwggMCyBbY2hAMWiziap79ih26rKDUpWbsGw2h2tk00VoKiWdw6/YAuDqIyIqoTvwA/vH+i7CiZUH8B9+OGH/VZT7bnd7u4PVvqtyAEEEEAAAQQQQAABBBBAIAEF3nnnHVm2bJl8/vnn8rvf/S5iBnPnztX7I3aygUAUAirziwo8U4UMilGApWiVU089tXvmr732WvdjHiCAAAIIIIAAArESMGOAolqZ67zzzpN3331Xjj766O6p7r///nr1L/W5FQUBBBBAAAEEEBgpAZVBMS0QSsLltgbjk0HRWOLZawm9V6j6ancSoDhS15d+kl+gdmcGxUBDl7i8TrFYrMaKNaZaKHlQF8FUAYrf/va3dcZCdZdZuCxdulRmzJgh48aN07tUpgaV2VAtz6xK+IMRvbHzr48++kg/qqio6Lk74vFzzz2nMyoWFhZG7GcDAQQQQAABBBBAAAEEEEgGgdWrV8u8efN0JrNd55Ofny8tLS277mYbgd0KqCXCVbFarbK7lQ522xgVklbgqquukgMPPFDP7+OPPxaVQcjj4Q3qpL3gTAwBBBBAAIERFujo6JBAIJSpZ4S7HrA79RrslFNO6VXHbrdLZmamtLaGlmXrVYEdCCCAAAIIIIBAHARUBkUJhLImOi1pRgbF+Czx7AklaRRLMJ0MinG4jjSZugK1jcZ78cYy7TvaQqF9JbnlkjOx/zg4s0uZKrRy/vz5cuyxx4q60/6aa67R2RTvuece+dvf/tbtqJYlW7Bggb7bbNKkSaICDe+8805R5xYXF4ta4vmhhx7S7YTfDL/tttvk/fffl4MOOki38+qrr8qLL74ojzzySHe7PEAAAQQQQAABBBBAAAEEkklALbP61Vdf9TkllW1eZfagIDBYgXCAIss7D1YutepPmzZNZ3CdOnWqfp9GrWKhMgctX748tSCYLQIIIIAAAgjERcCsN1uFX4MdccQREfNWWe1VKSkpidjPBgIIIIAAAgggEE8BlUHRH8jSXbjSbZJtj314kD0jTTzp6ZJh9BIM2MigGM8LStspJ6CWeM731soWbygKeExeqeTWTE5Yh9j/BBomhQpGvPXWW+Xpp58Wld3wpZdeksMPP7y7VRWU+KMf/UgKCkJras+ZM0cfX7FihTQ3N+vsICog8YILLug+R70Y3LJli/zzn//UyzqrNtRSZwcccEB3HR4ggAACCCCAAAIIIIAAAskkcNRRR8mll14qV155pZx99tl6anV1dfr1lnr99Ne//jWZpstcRkggHKDI8s4jBJ7g3Rx22GE6QFFlOFKrXagsijabLcFnxfARQAABBBBAYLQFzJqJ8Dvf+Y785Cc/MZZdqxK1nLPP59PJMy6++GL9miwjQ310T0EAAQQQQAABBEZGoLnDZWQ1zNadBXLz49ZpwB7KzBgI2smgGDdlGk5Fga0NnVLl3iBrdq5MU5WVK2XTZyYshekCFFWa++uuu65fULXc8x133NF9vLKyUhYtWtS93deDWbNm6Q/h+jrGPgQQQAABBBBAAAEEEEAgGQVUhrsXXnhBzjrrrO7XUGPHjhWV1eOZZ57R35Nx3swpvgIEKMbXN9laVzec3nfffXpaKkhx8+bNMmXKlGSbJvNBAAEEEEAAgREWMGuAokqcsX79ejnjjDN0sowwy3HHHSe33357eJPvCCCAAAIIIIDAiAi0tnRIXjAUPJhWGL9MzpbsXD0fbyBb3E7PiMyNThBIdoGG1i5xefxS4qyVbV0derrVtgypmjknYaduugDFhJVk4AgggAACCCCAAAIIIICAyQT23XdfWbNmjXz66aeydetWKS4ulrlz54q6MYyCwFAECFAcilrqnnPiiSfqIOmXX35ZVCCB+sCeAMXUfT4wcwQQQAABBGIlYNYlntX8brzxRrn88st19uiuri7ZY4899Ndg5q4yL6plodeuXSsqScehhx6629M3btwor732mn7dN2bMGFG/h6nvFAQQQAABBBBIXYFAc4Mx+XzJsDglp2hc3CCsO7MzBoyFntvb3XHrh4YRSCWBzfWhoMSSjh1S267+LYtUGyu2l1ROSlgGAhQT9tIxcAQQQAABBBBAAAEEEEBgYAH1gZgKRtx///31V7i22p+VZbyapSAwSAGHw6HPYInnQcKlaPXs7Gz585//rD8gf+6553SAYopSMG0EEEAAAQQQiKGAWTMo+v1+vayzujHs29/+dveMVcChyiZts9m69/X3oLGxUaqrq/US0ar+0UcfvdsAxddff13XU6/7Jk+erDPmq6Wmn3jiCf17WH99sR8BBBBAAAEEklvA0qECnPLFZu2UrHx73CabYWRntEiLqABFr+4zbl3RMAIpI7B5RyhAMaOxXdq7WvS8qyutCT3/xB59QtMzeAQQQAABBBBAAAEEEEAgfgIqg0ZFRYWEA8rCPQWDQZk5c6a8/fbb4V18RyBqgXAGRbWEOAWBaAX22msvXfWTTz6J9hTqIYAAAggggAAC/QqEMyhaLJZ+64zGgUWLFslVV13Vq2uV2XC//fbrtb+vHepGoOeff16am5vl5JNP7qtKr301NTU6c/7y5cvl8ccfl3//+986YPGKK67oVZcdCCCAAAIIIJAaAj5/QNI9XXqyadYuKc6L34o6OcbvL3Zr6KZm6WxPDWBmiUCcBcIBivUtobC+4txyKZxcHude49s8AYrx9aV1BBBAAAEEEEAAAQQQQGBUBN5//305+OCDZddMd+pDPJXNQx2nIDBYgY6dd0Hv+rwabDvUTy2BQw45RE/4nXfeSa2JM1sEEEAAAQQQiIuAWTMoLlu2TI455phecz7yyCN1AGH4Zp9eFXrsUBnwjzjiCCkqKuqxd+CHkyZNkqlTp3ZXUq/5jj32WNm8eXP3Ph4ggAACCCCAQGoJtHS4JcfI4KxK0OoxAhTjl0GxIMcm6Van7ivNvTNQUW/xFwIIDFVgy45OKfRslo3u0E1ZY/PKJG/qtKE2Z4rzCFA0xWVgEAgggAACCCCAAAIIIIBAbAVU5sS0tLQ+G7Varb0yK/ZZkZ0I7CKgMrmoopatoyAQrYAKllY/d9auXSv19fXRnkY9BBBAAAEEEECgT4FwBsU+D47iTjO9Bnv55ZflwAMP7Fejq6tL2tuN5eJ2fqltlW2fggACCCCAAALJIdDc7hLbzv/aAxafFOfHL4NiXrZNrBaXhsvye8Xh8iYHIrNAYBQFNtV3SLlrnRGg6NajmJCdLxV77zOKIxp+1wQoDt+QFhBAAAEEEEAAAQQQQAAB0wmEl3HetGlTxNhUBrznnntOZsyYEbGfDQSiEWhoaNDVysrKoqlOHQS0QGFhoV5aXm2QRZEnBQIIIIAAAggMV8CsAYqzZs2Sxx57rNf0nn76aSkoKJCR+h364Ycflr///e9yyy239BpLeMeFF16ox6TGpb4uuugiiSbDY/h8viOAAAIIIICAuQWaO1ySHkjXg3Rbg3Fd4lllULQYWRpVyQwGpMMZeqx38BcCCAxaoLXTLZ1dXint3CpbHK36/En2DJkwO7RKzaAbNMkJoZ9IJhkMw0AAAQQQQAABBBBAAAEEEIiNwNy5c2XevHkyZ84cufjii6WmpkZqa2vlgQceEBUsdOqpp8amI1pJKQECFFPqcsd0smqZ55UrV+rl5U8//fSYtk1jCCCAAAIIIJBaAk1NTaac8M9+9jP9+kst6XziiSdKdna2fPTRR/LQQw/JbbfdpjNKx3vgS5YskUsuuUQeffRRUa8J+yt/+tOf9GvD8PE///nPfQZXho/zHQEEEEAAAQQSS6DZWOLZEszQg+6yWI0MivFb4lllUAxY/Lovu5GRuc3hkcrinMQCY7QImEhga0OnHk1pe4PUtm3Xj8fnBiSvuNxEoxz8UAhQHLwZZyCAAAIIIIAAAggggAACCSHwzDPPyE033SRPPPGE1NXVSWlpqSxYsEDvy8gIvUGVEBNhkKYRIEDRNJci4Qaisrqq8uWXXybc2BkwAggggAACCJhLoLGxUQ/IYrGYamAqS/27774rN9xwgyxevFjcxnJse+65pzzyyCNyzjnnxH2sKlP+ueeeK/fdd5+cddZZA/aXmZkp6itcsrKyxGye4bHxHQEEEEAAAQQGL6CWePYHsvSJDmuG5BtBhPEqKoOib2eAYnrQSgbFeEHTbsoI1DY69Fy9DV3i8jqNG53SpKo68T/PIUAxZZ7CTBQBBBBAAAEEEEAAAQRSTUB9yPTrX/9af6Xa3JlvfATCAYoq2JWCwGAEJk+erKt//fXXgzmNuggggAACCCCAQC+B8O+kvQ6YYMc+++wjKlBwpMuLL74oZ555ptx1111ywQUXjHT39IcAAggggAACJhNQSzx7A7l6VIHs3LjeiKAyKHp23jhiNZaVVhkUKQggMHSBumaHWAJeI3tiKKSvPH+M5E4eN/QGTXImAYomuRAMAwEEEEAAAQQQQAABBBCIl4DD4ZCurq6I5vPy8sRuj9/SHhGdsZE0AuFsNWVlZUkzJyYyMgJTpkzRHW3YsEHUz6ScHJb6GRl5ekEAAQQQQCD5BMK/k5p1ZkFjacOWlhYJBALdQ1TZCUtKSrq3B3rw1FNPidPpFPV7k8fj0UtE22w2Oe+88/RpL730kpxxxhny+eefy4QJE+STTz6RU089VS/pbLVadf1w+yqjIq/7whp8RwABBBBAIHUEWls7JTMYypZsKYjud5Ch6qgMim6rRdKMBtSy0h1O71Cb4jwEEDAEVAbFMs862egNvZ4Yl1sqhXvslfA2BChGeQm9Xq+4XC5pbm6O8gyqIYAAAggggAACCCCAQCoJqA+OfD6fqaZ87733yq9+9SvZunVrr3E9/vjjevmvXgfYgcAAAuFsNQQoDoDEoT4FqqurJTs7W3/Y/v3vf18vPd9nRXYigAACCCCAAAIDCKjXXR0dHQPUGL1D6nflH/7wh/L3v/9df57UcyQFBQXS2trac1e/j5944glRQZgZGRn66/777xd1g1k4QDE/P19mzZolKmhRlaamJtl3331FfY6l6vYsp512GgGKPUF4jAACCCCAQIoIeBsbJFNyJN3ilszi8rjOOtOWbgQoZki20UsgaDcyKLrj2h+NI5DsArVNRoBi13p5d2fSiYlZOTJm728m/LQJUIzyEr7wwguyZs0aefDBB6M8g2oIIIAAAggggAACCCCQagIq+Obiiy82xbQ//PBDueyyy+Smm26So446SgcG9RzYuHGJvyRAz/nwOP4CKouL+tBTlaKiovh3SA9JJaCy+aj3VM4++2z5y1/+IjfffLPwcyipLjGTQQABBBBAYEQEwtkT09LS4rpU4VAm89Of/lT+/e9/y5NPPik1NTWixhgu6nehaMuzzz47YNWDDjpI3nvvve46Rx99tKgvCgIIIIAAAggg0C3Q0WY8zBGbtUOK88d3747Xg0Bmlki7iC+QRQbFeCHTbsoI1BkBit/srJMtnU16zhNtVpkw86CEnz8BilFewuOOO07Ui74777wzyjOolowCDz30kKg3B5YuXZqM02NOUQq8+eab8qMf/Ui/2RTlKVRLQoHNmzfLjBkzTHvHdhKSm3ZKubm5snr1alFZgSipKzBz5ky566675NBDD01dBGYuCxYs0F9moVi5cqUcfvjhct1115llSIwjwQXa2tQbm6I/aGV53gS/mKM0/LPOOkvuuOMOef/99+X111+XCy+8cJRGQrcIIIAAAgggkKgC4QDFwsJC6ezsNNU0VqxYIb/+9a/l5JNPNtW4GAwCCCCAAAIIpJZAMBiUtJ2Z19KsTsnPCy31HFeFnDzdvM9YVtrdSQbFuFrTeFILtDs84nD5pLC1Uerbt+u5ji8Kii1T5ShN7EKAYpTXT6XKz8zM7JV1JMrTqZYkAna7XX8YpzLjUFJXQP0sUHe88jxI3eeAmnlWVpa+S5vnQWo/D9TsLRaLfj7wXEjt54L6f4HfFVP7OaBmr5bfSk83z0usadOmRb2EGFcPgWgE2tuN26CNopaUoyAwVAEVzK8CFN955x0CFIeKyHkIIIAAAgiksEA4QLG4uNh0AYrqNVj4pp4UvkRMHQEEEEAAAQRGWaDNCHDKDvr0KCzGEs/F+fa4j8iar1ZbCRhfVuls64p7f3SAQLIKqOWdVels8Is/4BNbRpZUTkyO+KToc8on69VlXggggAACCCCAAAIIIIBAEgqoIKA99thDfvnLX5LxNwmv72hMKfxha0FBwWh0T59JInDYYYfpmSxZskTUsuEUBBBAAAEEEEBgMALhAMWiIvUhuLmKeu117733yrJly8Tv95trcIwGAQQQQAABBFJGoLndJbaARc/Xb/VJ8QhkULTnFordEgqsCrS3pow1E0Ug1gIqQNHm75StjjTd9Jj8MZI9ZVKsuxmV9ghQHBV2OkUAAQQQQAABBBBAAAEE4ivw7rvvytNPPy3XX3+9zninsv/2/HrqqafiOwBaTzoBAhST7pKOyoSOPPJImTx5sjQ3N8vSpUtHZQx0igACCCCAAAKJK2DmAMWbbrpJPvnkEzn44INFrcbU8/VXZWVl4qIzcgQQQAABBBBIKIHmDpekB0LBTR5L0MigGP8lnvNzMyXDWE5aFYuzI6G8GCwCZhKobeyUcveXssETuuGpOrdISvbc20xDHPJYzLP+2JCnMDInnnPOOeL1ekemM3oxrcDhhx8uU6dONe34GNjICOy9995y2223jUxn9GJagbKyMnniiSdMOz4GNnIC6nlQWlo6ch3SkykFbr/9dpkxY4Ypx8agRk5g0aJFUl1dPXId7qYn9ZwcKPhn9uzZu2mBwwhEChCgGOnB1tAErFarnHnmmfKb3/xG/vGPf8i55547tIY4CwEEEEAAAQRSUqChoUHPWy3xbLZy9dVXy3nnndfnsDIyMvrcz04EEEAAAQQQQCDWAs3tbrEGbbrZLqtFinLjv8RzXnaGdFldIkZMldVlfKcggMCQBDbXd0qZY5N81NWpz5+YmSVVsw4YUltmO4kAxSivyKxZs6KsSbVkFqipqRH1RUltgfLycjn++ONTG4HZS3Z2tv5gFQoEzjrrLBAQ4P8FngNaQC2pbKailjw75phjzDQkxpLgAuEAxfz8/ASfCcMfbYETTjhBByj+5S9/kWOPPbbfD/JHe5z0jwACCCCAAALmEzBzBkV1Exg3gpnvOcOIEEAAAQQQSDWBFiODYiAQyprYaUmXorz4BygW5NjFZXFrapvfJy6PTzJthCOl2nOP+Q5fYNOODpneuV22dYRuzJpkt0jVtH2H37AJWuAnggkuAkNAAAEEEEAAAQQQQAABBOIl4PP5ZN26ddLV1RXRxYQJE0QFMVIQiFagvb1dVy0oKIj2FOoh0KfAQQcdpIMSH3/8cVm4cKGceOKJkpeX12dddiKAAAIIIIAAAj0FwgGKZsygGB5nc3OzbNu2Tfz+0LJsan9aWprMnDkzXIXvCCCAAAIIIIBA3ASaO9ziDeTo9r2ZOZKeZo1bX+GGVQbFemtoRdJMCUibw0OAYhiH7whEKeD3B0Qt8bxvS6s07QxQrC4PilqRJhkKAYrJcBWZAwIIIIAAAggggAACCCDQh8BDDz0kV111lbS2tvY6qgKDWFq1Fws7BhAIZ1AkQHEAJA5FLfCnP/1JPv30U1m9erU8++yzcv7550d9LhURQAABBBBAIHUFwgGKZrzZqrOzUy644AL9u00wGIy4SOp36L5el0VUYgMBBBBAAAEEEIiBQEurQ9KC2bolS35JDFrcfROFRgZFvyV0c0ZGwCKtnW6pKAqNYfdnUwMBBJRAXbNTfP6gNDWKBI0/uZkFUlJTnDQ4yRFmmTSXg4kggAACCCCAAAIIIIAAArER2LBhg1x88cVy++23y+LFi+WKK67QgUA//vGP5cgjj5RTTz01Nh3RSsoIEKCYMpd6RCaq7vw966yzdF9PPfXUiPRJJwgggAACCCCQ+AJmDlC86aabRL0OW7lypUyePFk++eQTefXVV2W//faTO++8M/HxmQECCCCAAAIIJISAuzG0NKxVvGIrHqEARWMZaa8ldINGWjBN2jo9CWHFIBEwk8Cm+g7J8e2QTa5QKF9VQaXkTJlipiEOaywpk0Gxo6ND/va3v/XCOvbYY6W8vLzXfrUM2pNPPqmXPDvhhBMijjscDlHZRjZu3Ch77rmnnH322ZKRkRFRp76+Xp/f0NAgBxxwgCxYsCDiOBujJ/DII4/06nzevHn6DQN1IBAIyLJly2T58uWiljCbNm2anHHGGWK32yPOU8+RP//5z/LFF1+IWh7vvPPOk9zc3Ig66nmnniubN2+WvffeW3/4opZyoIy+gPp5oK5PzzJ79mz5xje+0XOXvPvuu/LKK69Idna2nHnmmVJTUxNxXG2obB8ffvih/lmishCVlZVF1PF4PPq5smbNGn2+qqPao5hL4PPPP9dvGvb8eRAe4WuvvaZ/Jqg7n+fMmSPf/va3w4e6v7/55pvy+uuv658D6oPWiRMndh9TD9S5S5Ys0X1UVlbqjFUlJSPzoiBiIGwMKLBp0yZR17KvnwfqGv7jH//Qz4X09HT95vLxxx8vFoulu81//etf8ve//12n2j7llFP0z/7ugzsfqOfTW2+9Jfn5+fp3iOrq6l2rsD3KAmoppueee07/zD7kkEP6HM369evlnXfekX333bfXEk1ff/21PP3003o53WOOOUbUMpa7lo8++kheeOEFUc+l0047Tf9OuWsdtkdXIPz/d2lpqRx33HHdg1G/P7z88sv6d0D1GkBd30MPPbT7ePhBXV2dfj2gnk+qTs82wnXWrl0rzzzzjLjdbn187ty54UMx+f7222/LwQcfLBdeeKHccccd+nfbPfbYQ2699VZRr3HU81z9nktBIFoBAhSjlaJetALqNdYvfvEL/ZrL6XTyOilaOOohgAACCCCQwgLhAEUzLvH8xhtvyM9//nP9PoG6GUONUb1voF73qdd76jOEZFmeLYWfgkwdAQQQQAAB0wsE29VqOhVit3ZIcf7YERlvYa5d3Ds/L7ME03UGxRHpmE4QSCKBzUaAYnnX17LOHVoufXxOgZTtNTtpZpgyGRR37Ngh3/3ud/UHc/fee6+Ev9QHh32V3/72t7r+DTfcEHFYfSCjglPuuusuUW+eqzfSjz76aPF6Q08QVVl9KD1z5kxZunSpqPr/9V//JRdddFFEO2yMnoB6Htx8883dzwH1XFAfDoeLyiijPkBWwSMq+OCnP/2pDhrYsmVLuIqo4ER13dWbDep5oNpQz4ueSzQ0NTXp4JU//OEPus51112n2/X7Q6mNuxvjwagIXH311TqTUPhngfqugkV6FvU8UddZ/ZxQAYgqyFQFo/Qs6vm0cOFC/YG/CnpU//bVXbLhooIbDj/8cN2Xeq6o4IADDzywV3BkuD7fR0dABZ6fdNJJ+uf+rtdYvXGoAs3UdVXBayqQ4/TTT48YqMpKpQI91P817733nn6ufPDBBxF1zjnnHLn00kv1tVcZYlQAXM+fKxGV2RgVARWgrq7T9773vV43NXR1dYkKNFNBPuvWrZNVq1bprGQul6t7rGqZQnVTgvq/Q/2/ou6O3/XmCPV/gXo+qTfTVSCk+rmighop5hL44Q9/qJ8H6v+Gvor6PUAFVKjnigrw6lnUhxHq/wL1f4r6/0Nlqbvtttt6VpH77rtPVDC0+pminkv77LOPPP/88xF12Bh9AZX5Qv0er773LCrAT/1+qG48UDe0qGu86zLJarlS9e9bBaGq3w/VsqWXX355z2bkpZde0v8XqJ8BW7dulW9961tyzz33RNQZ7oYKrA5/aJeTkyPq5qlwUeNTwfkUBAYjEA5QVEH2FARiIaBu+lQ3a6jXTbv+/hyL9mkDAQQQQAABBJJPIBygaMYlnvt7DaYSHKj3H8NjT76rwowQQAABBBBAwEwCVmenHk661WkEKGb+f/bOAz6Kam3jbzY9JCSBhN6rCEgRseBVQREVK1iw4bU3VGyfoAL2XrCgXnu7VqwoqKDYuygIiPReU0mHZPeb513P3smSQCCb3dnd5/Db7O7MmXPe8z/D7szOM88blNDSGyVIWcw/8iN3ghSUVASlX3ZCApFEYPXmIskuXSWrSgp1WO0TEqR934MjZ4jWCVNUFEs0CD9ZjyUG2eV4rQt1npYtW3qsC4ke64JxtfoTJkzwtGvXzmOdTOpyyynRY12c8Tz77LO+elaqNI/louKxhA667Ndff9W+LVc+Xx2+CB0B7AeWKKTWACwhmqe4uNi33hIaeiy3M8/ll1/uW/bCCy94rIu8nnXr1ukyS7jisZz1POPHj/fVsS5ce6w0Dh6sQ7EuPHss1zzPq6++6qvDF6Ej0LFjR8/zzz9fawDr16/3JCQkVJsvS2jssS7m+7axXIn0/7aVqkOX4f+85bTlsdzzfHUsoYEnPT3dYwnXdBn2LesCnOfWW2/11eGL0BOwRCP6f9xyOPXg/7cpS5Ys0TmeOnWqWeSx3PF0Gb4rUCw3XY/lgOax1xk9erRnwIABvm0spy2PdXe0x2xjCZU9lqjZY4ndfHX4IvQELBGZx3JW9ljOuR5839uLJWr2dOnSxWOJe3yLMY+m4LjA+mHcc++995pF+v8c3x/WBXddZokWdT+whGi+OpbITT83fAv4IuQELFdc/ay3xOUeS3RWYzx33323xxKa6jHhnXfeWa2OJbTwWCl1fcteeeUVj+XC7Nm4caMus8Q9nrS0NM+jjz7qqzNu3Dj9brDvU76VfBESApZo0NO6dWuP5ZTusYTH1WKwRKi+43ysMN8L9uNLy13VY93k4NvOEq/vcMyAY0cr5bKvjiVc1WNFHHsGqqDfvffeW5ubM2eOx3J59vzxxx8eS0jt6d69u+fpp58OVFcN0g7OsywRb4O0zUb3jIAlyNV92XKJ37MGuBUJ1EDAuvlH9ytLUO2xbgqqoQYXkQAJkAAJkAAJkICXAH5bxe/7eMybN0/Pt53EBr8jTJkyRUM6//zz9bc/S5ToefHFFz3Jyckey+jCSeFWiwW/X+C6FgsJkAAJkAAJkEB4Eygu3ea56+pHPfdc/KnniSumeN7/dlnQBjRh/BTt96FLp3r+8+GfQeuXHZFApBC49OHZnsdPGOxJSUzTc5679j3YUUOzzN48eOxpiRoHReuEtU4F7nZww7EuPNeY+hnpOZHS2aRnRXpopHeERT8K7vqHUwrcVkzKRzgo7bPPPju4KNUpIFYKOoH99ttP4DBjClxnsMzudIb9AE5arVp5LZGTkpLUdcvulIU6cF7DOhTrIre68dnrmD747DwC+H+MtI1I1WsKPhvgNGSJ1nQR5hiuV0jTgYL/83BURHpXuGuhoA5SvJu0z9i34LrF/UDxOOIP0ngjTTc+9/0LvhNQOtjSNVviVl1m1sE9zRIbqSuerrD+YF+xxOm+zw3sB0jj0rNnT62CVC6WOFH3D+sL3GzG5xASgOsh9oGa3MuQehVuuJYIXZDq1RR7Sh64Iebn5+vcm/U4FrBEaWLdoKCL8NlgjhvsdbAPwn2TJfQE4HRn3ZCgDoeWSL3GgOCaN3nyZHXT9q8A50w451kXIXyr8D1iiZ/1+BALkeIbrgn4vjAFnxk4zvB38jXr+RxcAvgOx5w8+OCD0rRp0x06h9OhOc7HSrgto5hjRTgmf/bZZ3o+oCusP0jxbAkCfd//c+fOVbdV+76C40a4siN9dKAKvntwHgLnRByzwC24b9++mr4cDnjok4UEdoeAcVC0bsDZnc1YlwR2SmDYsGG6Pi8vT7MU7LQyV5IACZAACZAACUQ1AeMKb4n9fNdonAQEv/eZLEvIovH555/rb0k497NuahXrJmcnhctYSIAESIAESIAEIpBAXlG5JHlidGRVru3SJC04Doro0JPi1Vhsd6cwxXME7lscUsMSqKxyyxrLQbFqS4mUVhSJyxUr7drGN2ynQW496gSKgwcPVqEQUqy+8cYbO+BGCj5cbMGJpH+BiAQXnpHWzV6QkggXo1EsJy2BkAHL7AXvFy5caF/E1yEgYIRAEI1AMIYLtI899piY5TWFhItwEJcMGjTItxrihJrmGMI1XNSGUBUpQGvaV7gf+DCG/MWkSZN0P7CchTRdO+bNFMyx5ZZW7UcjM+dmDvH/vqY5RipYfBag1FbHfGZoJf4JGQGk58UPhI8//riKDP0DgZjk+OOPlxtuuEFTzkE8dO2114rlsqeCD9THXFqOe9ZBwv++Uv33FexPNe0rW7duFcuJ1b9bvg8yAXwHIFU7fjhGyh3/ghS8RUVFKjLDdwFEhkjPix+ZTcEcQ7xoFzAiXSFEyfbPDOxT9oJ9Bf1je5bQE8D/b8sJW1N11xQN0oBDuGa54PpuUrDXM5/t9v/vELtbjsq+Y0XUwU0LEDabgvWoZ/YVs5zPoSGAi0a4CcV+k8LOIkGqZnwHIMU7iuXcrkJD811gtsV7M8f4Pw+Ro/0zARfYIIg3dcx29XmGOPb111/33SiB9OKID3388MMPjrygV5/xctuGJ0CBYsMzjsYecBz22muv6dAh5GchARIgARIgARIggdoImBTJ9t9faqsbiuW4gQ2/L6FYrvl6/mW52YuVrUesDC6hCIl9kgAJkAAJkAAJRBmB/KIKiXN7r1lui/FIZlpi0AjENs7QvjwSKwWFTPEcNPDsKCIIIL2zZ3uprCnw3tTUonErabzXjtetw3mwUXO7FgQCt9xyi0CYiAI3q9NPP13gcIILzSgQl91zzz21utdAdARXE/sFZWyH9+ZCjXmuqY6V4hfVWUJIABeCrdTLYqUqEFwEhrgEYgQ4XFkpGneIDEIEiBkhRhkzZoxvPeY5NTXV9x4v4EKD+hCxQGyCh/9+gDpmH6m2Md8EnQDmtXfv3pKRkSFWWm+54447VICMi/goNc2xmU8zhxCXWSnfq8WOOTbb4xl1zHa6wvqD9xBDQhxnHDbNOj4Hl8DEiRNVqAyXy9rKAw88oI5TcL9CgZAITnim1DbHWI915tl/P7DvK23atNF6/BMaAnBHhKNdbT8Um7vzrTTP6qhmpXpXR0UIVa0U7/pZUtN+gNHYP/drqmPfD0IzevZqCMDxDscFcMqtrVhpmVW4ftFFF9VYxfyfr+n/u/27w389xG04VjXb19g4FwaFAIR7cMjEBaS6FLgmXnLJJTJ27Fi9sQHbmHn0n2e8x0UpUwcunf5OnfbPDK0YwD9wJoNbq5WOXpo3bx7AltlUNBEwn2V0UIymWQ/OWEeOHKnnRps2bZLFixfrDUDB6Zm9kAAJkAAJkAAJhBMBpwsUDUtcJ1i9erXPzIK/ARsyfCYBEiABEiABEmhoAnBQdLm9rmvlrhhp0jh4DopJGVkSF5MrlZ4kqbD0FCwkQAJ1J7Biw1ZpUf63LN3m1o3aN86WJr32qXsDYVAzagSKLVq0ELilmYI72WC1f99996lAEWIyuGghfaNJ32nqmmdzAREiRXuB0MisS0z0KtDtTmyoi23MOvu2fB18AphzU4YMGaIvcSEa+4eZRyzEPgEBAtK0fv3119UcZlCvpv0A22Ge8QMESk117H1oJf4JCYEJEyb4+kWqRtx1a1JtQHSIefSfP/Pe/F/e2X5g5hnP/p8H5j3cslhCRwBuiC+++KL8+eeftQYBIQeE7UjFCiEaRM633XabLoOrHhy2djbH9v3A7D+mM7MfmP3JLOdzcAlAXHTzzTfL7Nmzq7lg2qMw8wgR0ujRo3UVUkHPnDlTnnvuORUzoY7/HKMi5tnMMepAxG4vZj8wfdjX8XXwCBQXF+t3/hNPPLHDDQgmCqQBv/3229VV2Z7e16zHs5lH7Av2z3jMs1mHZzPv9m2xjaljX87XwSOA4zfcuIRjQjig7qrgBpcjjjhCHVXtx5dmHv3n2T7HqAPXbf+Cbcxnhv+6PX2PdNKXXXaZL9082unZs6dAcGuOhfe0bW4XfQQoUIy+OQ/WiPG5iLT0X331lZ5/w6GchQRIgARIgARIgAT8CeTm5uqipk2b+q9yzHvc7AxnfiOmxHHOqFGj9ByMN/o4ZpoYCAmQAAmQAAlELIG8rRWWVsErSiyJibNSPAfPQRE36XtiVqlA0VPkNXGJWNAcGAkEmAAEis1LlssvJd5ryZ2TU6Rd/4MD3Etom/N6u4Y2hpD1DtHJqlWrtH/czfbNN9/IW2+9JXDJwgNOarhzH69///13dcyB0NHfCRHvjYuaccHyrwMBRF0udIYMRhR3jP0ATprmxw2DAhdyZ8wDNI7zAABAAElEQVSYIV988YWm2zPL8Yy5rGmOmzRpokJGuCvCma+mOmZfsbfH16EnYNIy4rMABf+Xa5o/rDP/l2vbD1DHzHNNddAu0nsi7SJL6Ai88cYb2vlJJ53k+9yvqqpSN00jQoNTIgRlcNeF6yrudobbJkQm7777rm5f2xxjpdkPatuf4JqGfYEldAQwxxAEXXzxxb79AJ8DL7zwghx++OEamJlHpIM3BXOH1KzmcwJzDMcf7Bum4LsFjmU7+8ww25s+zLZ8Di6Bb7/9Vp3t8P/bHAf++OOPAldFvM/Pz1f3bXxGwIHX1IFADQ6ccNNEMXNt5tWMAu/NHKPOhg0bfDczoA7ah4unqWO243NwCSD18U8//SSvvvqqb47feecdddXEnNvdNSFgh7gP6byRltT+nV7bfoDzATPH+MzA/oR9wV6wr5jt7cv39DUuiCHO7OxsdQjFuQ32d6SpP+aYY9Q9ek/b5nbRRwDfl3AARzEOwNFHgSNuSAKHHHKINo/fZlhIgARIgARIgARIoCYC5jd8pwoUH3/8cc3kdcMNN6gz/19//SUvv/yyvkZGLxYSIAESIAESIAESaGgC+cUVst3tzQRZFm9d20wInmdZemqixLnKdIiu8lI1hGro8bJ9EogUAsstgWKzretl9daNOqTOls64dfd9I2V4Oo7gfRo5EBsuQJoLgHBPw4miveBiI04gL730UnXJwjr8YA7HJKQJRoHLHtIB4gIfCgRqcCSZNWuWDB8+XJdB3IK+zjrrLH3PP84igLmB8Mj+owbSfCIN+JdffulL12ePGvsBLlhj/o2LEuYcqaNN+de//qX7ikkZClceiB3POOMMU4XPDiKANM8oRjiAOYajKj4DevTooeswxxCf7ruv94sAc4wU4XDeMim/UadPnz5i7oZFO1hmL/77in0dXwePAP4v9u3bt1qH+DyAkOP444/X5fg/DgEJLsabOa6osA7sbSI0zPGtt94qcFfr1KmTboc5RgpNpBFHQR04ctnTeqPOfvvtp58/Wol/QkIA7mf+Iov/+7//0//np512msaEtN74bFi0aJEvRnymQ+hzwgkn6DJ8HmC/gOsP2kTB8QG+I7AOBc/333+/ihohTkLBMQVSrULsyBI6Avvss4+6YdojgOMB0i7jOBDHCRAhNmvWzF5Frr76ahk4cKCccsopurx///66DebVpIGG2ypEaOYYAZ8HECP+8MMPMmjQIN0OnwdwXIQIjiV0BHAjkv/5AN6vWLFC9wOsR4HoDwLmDh06yNtvv13NLRPrW7ZsqcePmFfzeQARKpx4L7/8clRRlzA4JWJfMaJ4rEc9s69oxXr+wc02+LyBqB7CapSuXbvqvgdR9dSpU+Wmm26qZy/cPFoIGPdEfLf5f3dGCwOOs2EJmGMmZDBgIQESIAESIAESIIGaCDhdoIgb3vDbD35LMAU3tuE4B+dmOOfDb4YsJEACJEACJEACJNBQBPILS6XKk6LNu1MzGqqbGtvNSE2QUleFrkt2V0px2XZJS0mosS4XkgAJVCewfH2htNlSKAUlXtf4Dq1ifNd1qtcM33dRI1DEnWtwfIAYBOKSDz74QN1O4HqDggvQZ599drWZ/OOPP9QNyb78uuuu04vHcNM67rjj9GI23FDGjBnj2xaiJqSKhYgJF7whXIH4ADb+LKElgIvIEJjANQYX1iAYREo+CAxMOr677rpLsL9AWIgLI+biCObQCFHgrog0kFdeeaUg5ecnn3win376qbpwmhFC4HLYYYfJQw89JMOGDROkA4WTlv3HCVOXz8ElAEeOadOmydChQ9URD+JEpO2EwMQIFCESgYgETllIgYgfvyZOnCjXXHONL/UiBG5w20L6X6xDCsWnn366mrgB+9Ezzzwj+OxAW3BrQ/9w5mIJLQF8RhuxqYnEOKMde+yxugjic7gmnnnmmXLjjTfq5wY+I+Li4vQ7AJUGDx6sQpNzzjlHHn74YYGjGvYnfAagHgrW3X333Zo6FN8RJr00hCEsoSUAYaC/OBD/r/H9bb+zHWnhIUhGukHciID/1xCdGRFax44d9XsexwPPPvusClvx3YJ0sfj+QIHADe1CjATxG5wacTxxyy23RNwBZmhndfd7R7p2+/EeWsCNKrjxxCyHg6bdRRN1kB68X79+cuqpp+KtChmvuuoqwf6Cm2Bw8wO+ByB8RtpKFFyYOPHEE/X4AcehEC7jOwLHE7xIoYhC9geCKzPfJggI13Ejgn05jh/w//fCCy+UF1980VQVuHIbYTo+6/F5gJsWsN9gn8AxxsiRI7U+Ul1ArIh6EDTiPY4v8b2DbQJV4OyIzycjTrS3C4Gl+Z6yL+drEqiNwNat3rQsuGmjpn2qtu24nATqSgDnYPhcWrlypTALRV2psR4JkAAJkAAJRBcBpwsUcSzTpUuXHSYFvw3h5ke7+/4OlbiABEiABEiABEiABAJAoCI3R+LEJTFSJXHpTQPQYt2byLAcFNfHbNMNkjxuKbDcHClQrDs/1oxeAnlF5bK1uFTW53kzcGaltZDM7q0iDkjUCBThePLII4+oeAQORxAjIL2ncUeqaWbhmGQuwpj1EDhC3AjR4eTJk9VZDe4o7du3N1VUyAJnnHvvvVdFTbggjTo4AWUJLQE4H0EMAPEIBAGYNwgI7aLByspKda6ZN2+e4GEKBClGoAjRARxvkKoBDjpo5/333xeTJhjbQAQJl0UIXSCC7NWrl7ppQQTBEloCEIwsXLhQXYMgOoAwAMIjCMrsBW5DWD5ixAhN3Q2RCURqpkDYDIc0iJAgQsX+BSGqEaqgHhz1kCJ03LhxmjISIoGPPvpIBS2mHT47hwBcq4xDFqJC+uXZs2fLbbfd5hOr4bMA4mbzuQ+xM4SnEK/iMwIX7eGya9+fIHrBNqhz5JFHah9IIWycGp1DgJGAABzxINyxlwsuuEDw/YDvdqR2NW7JEJuZgu8W/F+HoBXCjZNPPlm/A8x6LJs+fbruB7jJAfsFxM1jx441VfjsIAIQmu3KIQzHeEbYbkLH5wXcEHETA4418P0A9wR7gSsfPiNw8wrqYp/BsSWL8wjgwhIcU+0FwlU4JeM4wV4yMjJ8AkWIk8vKyvQzAA4ZEN3g2NHcEIPtIFCGCB7iVJyfQJyIY8ZAFgij4eALx04IKE2B6y/cFT/++GOziM8ksEsC5tx4V5+Nu2yIFUigFgI4vxowYIDezAXBv//nbC2bcTEJkAAJkAAJkEAUEXC6QBHngg8++KCeA+LYBgUZWqZMmaK/D/BYOop2Vg6VBEiABEiABEJEwF2Qb/XcVBJdW63fsbOCGgUEim5XpfaZ4BFBuum2zdKCGgM7I4FwJLBi/VbJrlgqS70GpNKucTNJ37tXOA5lpzHHWCdH1kcDCwmQAAmQAAmQAAmQAAmQAAmQQLgTgPMYxM+mrFq1St2bcSMNbrKByPrbb79VR1e4htuFi2YbpzxDCApxpb97qVPii7Y4vvrqK3WI79Gjh97sE23j53iDQwBO84MGDdIL+XCrRSpEFhIgARIgARIgARIwBHATIG4Gf+WVV/RcBjeQ4ubAUBbcsGqyMCEOxIeb0HAOhpvS5s+fL8uWLZOzzjqrmgt/KGOuqW+kp8ZYvvzyy5pWcxkJkAAJkAAJkECYELhj/DMSn99e0uLWifvwfWXMSfsELfK1W4rl/bufkJLSvpKQuFIGnH+s/GsfmjcFbQLYUdgSmPrVUvn5lfvky09/kl/WzpNTuh4kd71+u3TZd4ijxgQzJhSYwO1JiRoHxT2Bw21IgARIgARIgARIgARIgARIIJwIwNkXzpymwAXSnmIMTr9weEZhml5Dic91IUAHxbpQYp36EsCFfGQjwEX+t956S52n69smtycBEiABEiABEogcAjk5OToYZMhxSkHaZvs52PDhw6uFhmMbPFJSUqot5xsSIAESIAESIAESCDQBeJPFbvvHgs1VLnA0DGZJb5Qg22K8Pca64zTFczD7Z18kEK4Elq8vlGZFa2XV1i06hC6JLmnf+6BwHU6tcVOgWCsariABEiABEiABEiABEiABEiCB8CLQvn17ee655zTokpISKSgokNatW4fXIBitIwlQoOjIaYnIoEaNGqUCxYcffliOPPJI6dUr8tKZROTEcVAkQAIkQAIkEAQCa9as0V6cdI5z7rnnCh4oGzduVCEiUzkrDv4hARIgARIgARIIMoGtpdskscoj261+PTHbpUlacAWKaSmWQNEVK9AoejzxFCgGef7ZXfgSWL5hq/TLyZctWzfqIDo0E4lPSArfAdUSuauW5VxMAiRAAiRAAiRAAiRAAiRAAiQQxgSQouvss88O4xEwdCcRKCws1HB4sdVJsxKZsZx88skCt9e1a9fKuHHjInOQHBUJkAAJkAAJkMBuE8ANWFu2eB1FOnbsuNvbB2MDk4I6GH2xDxIgARIgARIgARLwJ1BQVCHxHq8EaJvLLRlBFigiHk+SVxTpcSdSoOg/QXxPAjUQ2FZZJWus9OibcmPEY/1rnNJEsrtl1VAz/BdRoBj+c8gRkAAJkAAJkAAJkAAJkAAJkMAOBHDRLi8vb4flXEACe0KADop7Qo3b7AmB7Oxs+fbbbwUp66dPn65OsHvSDrchARIgARIgARKILAIrVqzQASG9c1pamiMHh3Ow/Px8R8bGoEiABEiABEiABCKfQF5xhbjc8TrQcleMZAY5xTM6jklppP1XupOloGSbvuYfEiCB2gms3lQs6eUrZXmZV77XLr2FpPXoUfsGYbyGAsUwnjyGTgIkQAIkQAIkQAIkQAIkQAK1ETjiiCOkTZs2cttttwncRlhIoD4EjEAxPT29Ps1wWxKoE4E+ffpoenqPxyN///13nbZhJRIgARIgARIggcgmYASKHTp0cOxAJ0yYII899ph8//33VlpDj2PjZGAkQAIkQAIkQAKRSQAOih6PNy1sSUysZIRAoOhq3FjhVkmiFG4tj0zQHBUJBJDAig2F0rx0sSwtL9NWO6Y0lpZ99w9gD85pigJF58wFIyEBEiABEiABEiABEiABEiCBgBH46aef5LvvvpNJkyZputTMzEyB24h5TJ06NWB9saHIJ2AEikzxHPlz7ZQRdu3aVUNZsmSJU0JiHCRAAiRAAiRAAiEkYASKTk3vDDRPPvmk4Nhl0KBBkpSU5Dv3wjlYp06dQkiPXZMACZAACZAACUQDgXzLQXG72+tguNUSCGaGIMVzYnqWuKRScZcUegVX0cCeYySBPSWwYuNWaV60RlYV5WgTXRLjpFP/w/a0OUdvF+fo6BgcCZAACZAACZAACZAACZAACZDAHhGAuOe5556rddv99tuv1nVcQQL+BChQ9CfC9w1NoFu3bjJ79mxZvHhxQ3fF9kmABEiABEiABMKAwMqVKzVKJwsUL7roIjnmmGNqpBkf7023WONKLiQBEiABEiABEiCBABDItwSBRqBYkthIkhKCLwdKSW8iMa5NUubOEHdxYQBGxSZIILIJrNxYJO3ytsiGwvU60I5N3JKcGplZjIL/iRTZ+w5HRwIkQAIkQAIkQAIkQAIkQAKOIJCVlSUjRoxwRCwMIvwJUKAY/nMYbiPo3r27hrxw4cJwC53xkgAJkAAJkAAJNACBcHBQHDhwoODBQgIkQAIkQAIkQAKhIFCyZYt4LP/CGHFLTGrTUIQgGWlJUukqVYFiQoUlmKx0S3wcE7uGZDLYaVgQWLlhqzTO8UiVu1KSExpJ664ZYRH3ngRJgeKeUOM2JEACJEACJEACJEACJEACJBAmBL799lv58MMPZdOmTdKkSRMZOnRora4eYTIkhhkCAhQohgB6lHfZv39/JYBU9W+88YaMGjUqyolw+CRAAiRAAiQQ3QTCQaCIGSopKZHXX39dfvnlF9m2bZvA2f7MM8+U9u3bR/cEcvQkQAIkQAIkQAINTmB7LlLEpkuiq0jS01s2eH81dZCRmij5MeW6qpFslwIr7XR2RnJNVbmMBKKeQGFJhWzLXy0rSmKVRduM1tJor64Ry4VS5YidWg6MBEiABEiABEiABEiABEgg2gmMGzdO/vWvf8knn3wieXl5AqHPscceqxfIop0Nx797BChQ3D1erF1/AhAoxsTEyMaNG+X000+XqVOn1r9RtkACJEACJEACJBC2BFavXq2xO1noh+OWvn37ytixY2Xx4sV6HPPkk0/K3nvvLTNnzgxb9gycBEiABEiABEggPAhUFm3VQONcJZKVnhSSoCFQjHFVaN/J7iqBAIuFBEigZgJI79yi7G9ZWu79f9IhNUOa7TOg5soRsJQCxQiYRA6BBEiABEiABEiABEiABEiABPwJzJ8/XyZPnqzixHnz5sm0adPk559/lrlz58qsWbNkxowZ/pvwPQnUSoACxVrRcEUDEUhLS5Phw4f7Wn/ooYd8r/mCBEiABEiABEggugjAiTA/P18H3aJFC8cO/rbbbpPmzZsLxJSzZ8/Wc66VK1fKDTfcIJdccolj42ZgJEACJEACJEACEUKg1OtcGOMqtwSKoXEthEDRE1OpQBM9HnVQjBC6HAYJBJwA0ju3LFohy4vgfirSNTFBOg8YEvB+nNIgBYpOmQnGQQIkQAIkQAIkQAIkQAIkQAIBJPDjjz/KkCFDZNiwYdVa7d27t5x88smC9SwkUFcCFCjWlRTrBZIA0tN/9tln6qSIz6wNGzYEsnm2RQIkQAIkQAIkECYEtmzZopHGx8dLRkaGY6PG8cr48eOlSZMmvhhjY2MFzvZr166VzZs3+5bzBQmQAAmQAAmQAAkEkkBZRaXEV7q1SU/M9pA6KFbFVGkc8Z4YS6C4LZDDZFskEFEEVmzcKk1zN8ragrU6rq4Zbmmc1SqixmgfDAWKdhp8TQIkQAIkQAIkQAIkQAIkQAIRQqBRo0a1XgDLycmRlJSUCBkphxEMAhQoBoMy+/AngBTPQ4cOlQMOOEA81l33Tz31lH8VvicBEiABEiABEogCAkbYl52drTcuOHXIOMfatGnTDuHhWLqyslKSk0PjZLRDQFxAAiRAAiRAAiQQcQS2FJRJvNsr/9nucofMQTG9UYJsd3mUb6wnlg6KEbencUCBJLDSEigWbPJIZdV2SU5IlTZ7OfdmrECMmwLFQFBkGyRAAiRAAiRAAiRAAiRAAiTgMAJHHHGE/P3333LRRRfJkiVLBGnR4Npx5513yvvvvy/HHXecwyJmOE4lgIupZWVlGl7jxo2dGibjimAC1157rY5uypQpKlSM4KFyaCRAAiRAAiRAAjUQMALFZs2a1bDWOYtOOukkuf766+X111+XvLw8PYaGqyIc7AcPHixpaWnOCZaRkAAJkAAJkAAJRBSB3K3l4vLE6ZgqYiRkDooJ8bFSFeuVIcW44yhQjKi9jIMJJAHcjJ2/eoEsLvX+f+mQ2UbSeu4dyC4c15b3E8pxYTEgEiABEiABEiABEiABEiABEiCB+hCAu8i7774r55xzjjzzzDO+ppAS7YUXXpC9947sk13fgPmi3gSMeyIaokCx3jjZwB4QOPHEEyU1NVVyc3Nl/vz5glT1LCRAAiRAAiRAAtFDIFwEimPHjpVly5bJ2WefLVVV3tSGmKVBgwbJa6+9Fj0TxpGSAAmQAAmQAAkEnUBOYZl43Enab0lMbMgcFBGAJ8mKY6v17EmkQDHoewI7DBcCG/NKJatgvvxQVqohd0nNkNYDBoVL+HsUJwWKe4SNG5EACZAACZAACZAACZAACZCA8wkgNeqqVavkt99+03TPmZmZMmDAAKYWc/7UOSpCI1BEyrrY2FhHxcZgooMA9ruDDjpIPvvsM/n6668pUIyOaecoSYAESIAESMBHYOPGjfq6efPmvmVOfIFjlieeeEImTZokc+fOVRf7Ll26yF577eXEcBkTCZAACZAACZBABBHIKSyXSneKjqjIlSCZaYkhG11MSrL2XWUJJguKt4UsDnZMAk4mgPTOLbaulOWFmzTMvZLipMvAI5wccr1jY4rneiNkAyRAAiRAAiRAAiRAAiRAAiTgXALx8fFywAEHyPHHH68XxpD22e7m4dzIGZlTCBiBIt0TnTIj0RnHIYccogOHQJGFBEiABEiABEgguggsXbpUB9yxY8ewGDiElEceeaQMHz5cz73WrFkTFnEzSBIgARIgARIggfAlsLmgVLa5U3UAVY0aS9w/aZZDMaK4tMbabaXHEigWlYciBPZJAo4nsHJjkaRuzpPNhRs01i7NqiQx2ft/2PHB72GAjhQo5uTkyPTp0+X7778Xt9tdp6GVl5fLF198oXfTl5SUVNsGubuXLFmyw6O4uLhaPb4hARIgARIgARIgARIgARIggUghsG7dOtl3330F50oocB5r27at9OvXTw499FCKFCNlooMwDgoUgwCZXeySAAWKu0TECiRAAiRAAiQQsQQWL16sY+vevbujx/jggw/K7bff7otx1KhR0qtXL+nQoYO89NJLvuV8QQIkQAIkQAIkQAKBJlCyOUc8gswnbonNzA5087vVXmKTTKu+x3q4pLiIDoq7BY+Vo4bA8nV5siEn1vqf4pHMRlmS3bNVxI/dcQLF119/Xdq1ayc33nijjBgxQi+obdmyZacTMX/+fIFN/vnnny9XXHGFnuz98MMPvm1wQa5bt247PCCCZCEBEiABEiABEiABEiABEiCBSCTw008/SUZGhiQlJenwbr31Vrngggs05XNBQYFMmzYtEofNMTUAgcLCQm2VDooNAJdN1pnAwIEDBWnGkeJxwYIFdd6OFUmABEiABEiABMKfAFzgUXCdx8kF15x69uypIf7xxx/y3nvvyY8//ihvvPGGXvNycuyMjQRIgARIgARIILwJbMvP0QEkxpRIk8y0kA4mJSNbEmO8ZmFVRdXNxUIaGDsnAQcRyF/yoywqh5BXpFNGS8ncp4+DomuYUBwlUMSPzBAZ3nPPPYKTtxUrVkhsbKxcc801Ox396NGjNWXZsmXLBCeqp556qpxxxhlSWVlZbTuIFuHIaB6ox0ICJEACJEACJEACJEACJEACkUgAzvQtW7bUoeXn5+uFsauuukpvCDv22GMFN3rVpbz66quC+q1atZLU1FRZu3btLjd79NFHtS7qm0f79u13uR0rOJMAHRSdOS/RFlViYqIYF8WZM2dG2/A5XhIgARIgARKIWgJFRUWyYYM37ZnTBYq5ubnSokULnasZM2aoc/3+++8vp5xyimAceXl5UTuPHDgJkAAJkAAJkEADE7CONVDiY4slKz25gTvbefO4yTnR5Y0ntapUSsq273wDriWBKCOwrdJK57x+riwp9f4/6ZqSJu33HxLxFBwlUHznnXcEPzhfdtllCj45OVnGjh0rU6dOldLS0honA3fN//777zJ+/HhxubzDweuVK1fKN998U20brI+JifE9qq3kGxIgARIgARIgARIgARIgARKIIALNmjXTG7gwJFwcg1ixa9euOkLczIVzo7qUVatWSY8ePeTf//63lJSUiMfjvatvZ9tu27ZNhZBff/21mAcdG3dGzNnrjEAxPT3d2YEyuognMHToUB0jUtazkAAJkAAJkAAJRAcBk94Zwj+nO3pnZ2f7zsE++ugjGTLEe5ER51BVVVV1PgeLjpnlKEmABEiABEiABAJFAGKnuIoKbS4mptwSKHoz6gSq/d1tJyM1UeJcZbpZmmebFJR4Y9vddlifBCKVwJrNxdI8f40sz1+nQ+xhaYrb9zowUofrG5ejBIpwTdxnn30kLi7OF2D//v0FKZr/+usv3zL7C2wD4WGfPv+zu2zTpo3gRHDOnDn2qnLXXXfJCSecIGPGjNlhXbWKfEMCJEACJEACJEACJEACJEACYU4AQh64HcKx4/LLL5fzzjvPNyK4y3fp0sX3fmcvbrrpJrn//vvlqKOO2lm1HdYhFSvO58wD53os4UnACBSdfkE4POky6t0hYASKED7XdiPr7rTHuiRAAiRAAiRAAs4nYASKTndPBElk+4Jr/UEHHaTXoEaNGqWA586dKzDkyMzMdD5wRkgCJEACJEACJBB2BHILyyX5n5vKPa7t0jTEDooQKMa4ypVjiqdKCoopUAy7nYoBNyiBlRu3SszmEtlammfdxOSS9m1cPkO+Bu04xI3/TwkY4kDQPezvmzRpUi2Spk2b6nusq6lgOS6S2EWNqIftzDZwBkEaoN69e0tCQoLgTvuBAwfKm2++KSNHjqypWRk+fLgsXbrUt27dunXq7piVleVbxhckQAIkQAIkQAIkQAIkQAIkYAhs3LhRLrjgAnnwwQfNopA+N2rUSH7++Wd566239AauM888U+MpLi6Wfffd1+fm0VBBIq30vffeK3BrPOCAA+Twww9vqK7YbgMToECxgQGz+ToTwO86EFfj95rJkyfLjTfeWOdtWZEESIAESIAESCA8CYSTQPHss88WONnDPGPKlCnSsWNHhY4U1bfeemt4TgCjJgESIAESIAEScDyBHEugmOCOkUor0kpXVcgdFNMtgSKEkigQThYUUaCoMPiHBP4hsHzVOlmZH6/vWqa3kszenaOCjaMEihASwubeXtxut76tLf0Ylps6/tuZbZKSkuSrr77yrZ4wYYKcfPLJcu2119YqUJw4caKmLzMbPfzww2q/j5TTLCRAAiRAAiRAAiRAAiRAAiTgT+CGG26QVq1a+S8O6fu2bdvqeY89iNTUVHn00UftixrkNfr57bffZMuWLYLzq2OPPVbeeeedHW4uQ+dwzPe/YIc00SzOIECBojPmgVF4CeCzAoLr++67T/r16ydHH3000ZAACZAACZAACUQwgQULFujoevToERajHDZsmOBhLzxesdPgaxIgARIgARIggUATyCksE5fHK3aqiBFLoGjliw1hyUhNkMoYr84n3u2yUjzzd94QTge7diCBLX9+JYsqvCLezo2bSXa/AQ6MMvAhOUqg2Lx5c0HKZnvZvHmzvm3RooV9se81tikqKtI00BAimoLtatsGdU455RS9OFZQUCAZGRlmM98z0qDZy8yZMwUXZYYMGWJfzNckQAIkQAIkQAIkQAIkQAIkoATg4l7TuUUo8eBcCemZP/roI9m0aZM61sPJEK5jcPZoqHLllVfKdddd52v+iy++kCOPPFJeeuklOf/8833LzYu0tDTZb7/9zFt9njZtWrX3fBM6AhQoho49e96RwOmnny6PPPKIOsQec8wxMmvWLDq07oiJS0iABEiABEggYgjMnz9fx9KrV6+wGNMvv/wiDzzwgPz666+Cm67g/nzuuedq+uewGACDJAESIAESIAESCDsCECiKO1HjLomJlaaN/6ebCcVgGqckyDaXR7t2ueOY4jkUk8A+HU0gZtVcWVqUrzF2T06STgcOdXS8gQrOFaiGAtEOLkjNnTtXSktLfc398MMPmsJ5r7328i2zv8A2HssW9qeffvItXrRokUB4iDTOtZU1a9ZouueUlJTaqnA5CZAACZAACZAACZAACZAACYQtAVwMGzx4sLzwwgty1FFHiXGS//TTT/VcCSmYG6okJCRUaxo3eg0YMKCas729Qps2bdTpES735hEX56j76ezhRt1rChSjbsodPWBky/j444/lsMMO0zifffZZR8fL4EiABEiABEiABPacQEVFhSxZskQb6N279543FKQtcWPWoEGD1Ozi0ksvFbjsd+3aVfB6/PjxQYqC3ZAACZAACZAACUQbgZyt5VLp9rombk9MksT42JAiwG83Veb3YU8CBYohnQ127jQCxWXbJWPzWlmVv1pD65bqlubtujstzAaJx1ECxZEjR0pycrLcdNNNmup57dq16vZx3nnnSXy815L2xx9/VBfDjRs3KpCOHTvK0KFD5eabb9aTvrKyMhk3bpym+TECxS+//FLwwAW68vJy/SH77rvv1jTP/hfOGoQyGyUBEiABEiABEiABEiABEiCBIBOYPn26bNiwQV3q77rrLrnkkktk0qRJMm/ePMnOzpZXX301qBHhXMyc1wW1Y3ZWbwK4ARAlPT293m2xARIIBIGsrCzB5xrK559/Hogm2QYJkAAJkAAJkIADCcCMorKyUp3gW7Zs6cAIq4d0zz33yJgxY2TGjBnqKI/XTz/9tHz22Wfy0EMPCa5fsZAACZAACZAACZBAoAnkFJbLNneat9nGO2YPDXR/dWnPk+IVTFZZwsnCYqZ4rgsz1okOAis3bpWSTVVSsb1M4uMSpWXH0KZkDyZ1RwkUGzduLO+//768++67euGjU6dO6rIBMaEpeXl58u2336rQ0CxDmjC4KOIiW5MmTQTuiG+//bZAmY2yatUqOfbYYyUxMVHgmDhixAg57rjj5KmnnjJN8JkESIAESIAESIAESIAESIAEIooAzp0OPPBAQeppe4FI8NBDDxWsD1S54447NI20aQ/nbG6327yVZ555Rt3ykY6VJfwIFBYWatAUKIbf3EVyxP3791fR85YtW2T1au8dx5E8Xo6NBEiABEiABKKRwJ9//qnDDgf3RASam5ur16L85wquirGxsVJcXOy/iu9JgARIgARIgARIoN4Eirbkilu82WgSm2bXu71ANOBKbazNVHqSpaCoPBBNsg0SiAgCfy9cIEuLvS6n7TLbSlrvmrMJR8Rg/QbhuJxZBx98sKxYsUJ/XIZgEYJDe8EFLTgh2gvunMMFMLiD4CJY69at7avlnHPOkTPPPFM2bdqkwkasT0pKqlaHb0iABEiABEiABEhgZwTsQpud1eM6EiCByCSAm5/MDVDhMsJDDjlEIByEENF+XgUHkm+++Ubd6usyFtwwNnHiRL0pDPXhYg8Wr7zyiowaNUqbgCvIaaed5rsYd9ZZZ+nFt3bt2gnc7zdv3qzpzeCazxJ+BEyKZwoUw2/uIjli3ITaq1cv+f333+Xnn38WfN6wkAAJkAAJkAAJRBaB+fPn64DwnR8O5YgjjhA42Q8ZMqRauMgM1rlzZzXZqLaCb0iABEiABEiABEggAAQ8BblWK9mSEFMsyU2bB6DF+jcRl9FUtkuVeCRWirZW1L9BtkACEUJgw5wvZFGZV7TbJTVT2g0cFCEj2/UwHCdQRMgul0s6dOiw6+j9auzM4j8uLm4H4aLf5nxLAiRAAiRAAiRAAtUI4KYICGtKSkp8wpxqFfiGBEggqghADNO8eXNJTU117Ljh2PHxxx/74uvbt6/069dPRo8eLW3bthU4jb322msqWMT7upQLLrhAjj/++B2qtmnTxrds1qxZ1dL/Lly4UObMmaM3ieHmsAEDBig73wZ8EVYE6KAYVtMVVcHCDRYCxWnTpsnJJ58cVWPnYEmABEiABEggGgjgvAKlZ8+ejh3u999/L0uXLtX4kBVs0qRJgtTUhx9+uBplzJs3T8/Brr32WseOgYGRAAmQAAmQAAmEL4EqtyUBLIVLc7bEu0qkSWNnGHUlZTYTj2uZlLkzpHJrUfgCZuQkEGACnqV/yJLCjdrq3knx0u2gowLcg3Obc6RA0bm4GBkJkAAJkAAJkEA0ETDpAiFIQioeFhIggegl4PF4BCKtNWvWqPNFQkKCI2GsX79eJkyYsENsL7/8crVlSC2GC2VwQ9xVyc7O3qXTR7du3ao1k5KSInDHZ4kMAsZBEVkOWEjASQQgSpw8ebJ8+OGHsn37dk357KT4GAsJkAAJkAAJkED9CCxbtkwb6NKlS/0aasCt33//fXnzzTd9PeDGNqSmNumpsSIjI0Pefvttdab3VeQLEiABEiABEiABEggAgbyt5dLIvV1bcrnKJCs9OQCt1r+Jxmlp4nYVqUAxobxEqqrc1nU2V/0bZgskEOYEEtZskQ35a3UUXbOqpFHjpmE+orqHT4Fi3VmxJgmQAAmQAAmQQBQRKC8vFzgotm/fXho1ahRFI+dQSYAEaiMAcdbixYsFYq2srKzaqoV0ee/evWXVqlUhjYGdRxYBiL7wnYjCFM+RNbeRMJoDDzxQkE1jw4YN8vnnn8tRR0XPHceRMH8cAwmQAAmQAAnsjABuEluxYoVWQXpkp5b77rtP8GAhARIgARIgARIggVAQyCksk2SP20qmLJZj4TZLoOgMB8X01EQpdpUqkjRLQFlYss0x7o6hmCf2SQIgsHbdJlmxJdZKfe6RrLRm0mivVlEFhhLlqJpuDpYESIAESIAESKCuBCorK7Uq7nxnIQESIAEQcLlc6s5lPh/ClUp+fr488cQT8s0334TrEBh3EAkUFBRobzExMZJm3fnMQgJOIoDP5ZNOOklDeuedd5wUGmMhARIgARIgARKoJwHcgFBWViZxcXHSrl27erYW2s1///13GT9+fGiDYO8kQAIkQAIkQAIRSSCnsFwSPF7ZT5WryjEOik3SLKGkq0KZp3iqJK/I+zoiJ4GDIoE6Epgze5osKPdef+6W0UrS+w6o45aRUY0CxciYR46CBEiABEiABEggwARwpz4KBBksJEACJGAI4DPBfD6YZeHw7Ha75bPPPpPTTz9d3cbGjRunLrHhEDtjDC0Bk945NTVVRbqhjYa9k8COBEaOHKkLp06dKkuXLt2xApeQAAmQAAmQAAmEJQGT3hmZLSBSDLeSm5srjzzyiPTt21f69+8vM2fODLchMF4SIAESIAESIIEwIJBrpXiOdXuPlSqsy1lNHeKgmJmWKO4Yb+rpROt6W36RN0NLGCBliCTQYARyfvtOFm3N1fZ7pqRI3yNPaLC+nNgwBYpOnBXGRAIkQAIkQAIkQAIkQAIkQAIBILB8+XKZMGGCdOjQQYYNG6auiS+99JJs2rRJDj/88AD0wCYinUBhYaEOkemdI32mw3d8hx56qPTr10/g9nndddeF70AYOQmQAAmQAAmQQDUCRqDo5PTO1QK23lRVVcn06dPllFNOkVatWsnYsWOle/fuMmfOHPn111/9q/M9CZAACZAACZAACdSbAFI8iztB26mwbupolBRf7zYD0QAEipUxXiOQeE+sFBTTQTEQXNlGeBPwLFkmK3NX6iC6N66U9l16hveAdjP68LvtbDcHyOokQAIkQAIkQAIkEG0EPvroI2nWrJkMHDiw2tAXLFgg8+fPl9NOO63a8p29WbRokf64vmXLFv1x/YQTTgj71Eo//PCDLF682Dfspk2bqrChdevWvmXBeHHyySerm51xfsJ8Pf744zvMW6BjQYospMEEA7hQ4GLP4MGDdX7r2tc555wjQ4YMETxHWpk4caJywXO4ltLSUoGT2AsvvCBfffWV7LPPPnphbNu2bfr/eXc+A8KVAeMOHAEjUGzcuHHgGmVLJBBAArGxsfL6669Ljx49ZNq0aSrAbt68eQB7YFMkQAIkQAIkQAKhIBBOAkWcX+P86+WXX5a8vDw5/vjj5b333pObbrpJRowYob85hIIh+yQBEiABEiABEoh8AhAoprhTdKAxjRo5ZsAZqYlS4fIKFF2WwyNTPDtmahhIiAggy9X6dSKVVdskJTFN0jtF3+/tdFAM0c7HbkmABEiABEiABEigoQhAWPXf//53h+ZxF/8VV1yxw/LaFiAFbO/evTUNEVJ8QvDUtWtXeeyxx2rbJCyWP//883LllVfqxQO8vuaaa9Rd7s477wxq/BCMQvhpSkJCQoOnFEfqy27dusktt9wi69evlzVr1sj999+/W6JVxPv333/Lxo0bTeg1PmdkZMiHH35Y47pALxw9erRccMEFAWl25cqVsmrVqoC0FapGjjnmGLnqqqs0jdgff/wheGA/p2AnVDMS3v2aFM90UAzveYz06OFM1KdPH8EPfd9++22kD5fjIwESIAESIIGoIGAEip06dXL0eHEjKI5FZs2aJZMmTdJz5TfffFNwXoYbKVhIgARIgARIgARIoCEJ5BSWyzZ3qnYRm57RkF3tVttxsS6ptK55oHjciUzxvFv0WDkSCfz5wyxZWOoV7XZt0lZc3aLLPRFzSgfFSNyzOSYSIAESIAESIAESqCeBp556Sh544AGBG+NRRx3la+25555TIViXLl3k6KOP9i0PtxcQXn755Ze+sG+77TaBsPOyyy6TzMxM33K88Hg8OxUO1ne96WxngopA9XHXXXcJXNB+//13gSDSFIgV97TsLDas21mBkMTl+t89Uztra2ft7KqfnW2LdXva767aDdX69u3by9dffy0//fST7LXXXoL3FJeFajbCv1/joMh9KPznMtJHcNBBB6kg+/vvvxfjThzpY+b4SIAESIAEAkNg5syZcvPNN+u576233hqYRtlKvQggVTLOaVDgkuzk0shyKkIWC7go/vzzz3oO9q9//WunvyM4eTyMjQRIgARIgARIILwIFOcVSJV4f+tPzG7mrOBTLEfHPMsxzpNsCRSZ4tlZk8Nogk1g0RefyMLiQu22R2pj6TDoiGCHEPL+/nc1MOShMAASIAESIAESIAESIAGnEICbINL32sWJiO3888+XI444QoLtNtjQXA444AB1XUL6YxSkwh01apS0bNlSHQ9wsQEXrCCoM+Wzzz7T1LmJiYmSkpKiKZuWLFliVsuMGTN0GdIow01wzJgxUl5e7lvv/6JXr16C9NMocDqEsOzTTz/1tQH3ym+++abaZkjfu//++0t8fLykpaXJeeedJ8XFxdXq2N9s2rRJXTDt4kSsb9Wqla/a2LFj5fbbb/e9x4t77rlHLr/8ct8yCPogWjrllFMkKSlJRZ0QeZoybNgwKSoq0m0wjsMPP1xXPfzww7oPof2srCxp0aKFLn/yySelZ8+e2hbag9PE6tWrTXP6DLHdoYceqsLK5ORkwZzB6fDee+9Vp0Y4fKIvPODwiAIniyOPPFIwR2gXKco3bNig6/CnoqJCLrzwQsEFJfDD2HEhLNzLSy+9JAsXLpRBgwap8BacsT+b/Svcx8f4g0vAOCgyxXNwubO33SeAzzyU7777bvc35hYkQAIkQAJRTQA3ckFYhnOaRYsWRTULpwweboTr1q1T4d/QoUOdElaNcXTs2FHWrl0rOA/bvHmznv927txZ3RTNsXSNG3IhCZAACZAACZAACdSTgN54v9VSAFolPqZMmmRVN1+oZ/P13txlmSWguD2Wg6Ll9MhCAtFMoGzBfFmW583e1TPZIwceNizqcFCgGHVTzgGTAAmQAAmQAAlEAwGk3/3xxx+rPfwFX7VxQBol/Lh+3HHH1VgFy9H2zsR2NW7ooIUQ8cFFEA8ICeGeCFGdEepBiAjhHwSAeXl58tprr8kzzzwj//nPf3QUlZWVKs5DamGkaYZQ7o477lARHCrADRFiOKQdhiBu9uzZ6th4/fXX10oBorqSkhJdD4Ek3kMU+fjjjwvSDg8YMEAFiMYtcO7cuSq+GzFihM4X5gSCvEsvvbTWPiDwgyvm+PHjVaxW0xziIhCEjPaC91huL5MnT1bBINwXX3jhBbnvvvvk6aef1ipw2oToD+mtPvnkE71QgxVg9cYbb+hFP7hhgC8KxIHgC1bz5s1TUejpp5+u6/AHLIYMGaLOGbhgCB7XXXedrofAEOswf+gLD6QAQ8yHHXaYprSG4BPbgd1JJ53kaxfzAaEp5gf7Pda/9957vvXh/AJCTYg3kcb77bffVtHtiy++qO5iSP+MC7AsJFAXAnRQrAsl1nECATgoouC7vabvNyfEyBhIgARIgAScRwDne/YbwXDszBJ6AibjAX5/8L/BLvTR7RgBbho88cQT9eY5nIPhvBz7Em5ixA1/U6ZM0fPhHbfkEhIgARIgARIgARLYcwKFJdsktdJrupDgKpLs9OQ9b6wBtkzMbCaxsk1b3lpAgWIDIGaTYUQgb0WZlJRvlbjYBMluGyfJifFhFH1gQmWK58BwZCskQAIkQAIkQAJRQAB3vkPYFeyCdMpXX331bnX7wQcfqPDKvhHc4lJTU+2LVMRVWlqqKWBNql0jToN7YE0Fy+Eyl5ubK61bt66pSp2WQYRnFxDAhRBugyhw34PIsm3btj7Rn2kUP/bjx3/jvmeW5+Tk6HZwL9hVWbBggYr7UA/zmp2dLffff79vM7jtGebbt29XJzq4E77//vt6oQHxYbv99tvPlzp3+PDhvu0h1oPAzrgOwoERYrHTTjtN4CJoxunboJYXcPIwjlBINda9e3cVCrZp00YeeughFeXdcMMNujV4oG2IEJ944gkV/fk3e80110hBQYEKLXGRBE6EcMlEvNjP6lpiYmIEKavgComCCzGXXHKJwAnxoosuEsSH/Qnj7tChg9bBH2yHPiFgBGNTzjrrLH0JYSjWw6GzT58+6j6BNh555BGND+2jDZSTTz5Zn/EH+zVcEu19QSzZvHlzeeyxx3zbPPvss7oMIkgI+BAHWEGMigKmkSJQ1AFZf7CvHXvssfqAQPTVV1+V559/Xh599FF5/fXX1VnR1OUzCdREwAgU6aBYEx0ucxIBfAfg+wc3Wdxyyy0qBnBSfIyFBEiABEjAmQRw45fdRZ2u486YJyMaxXlnuBWcm+NmODxwIyHOv2688Ua9MRK/o7CQAAmQAAmQAAmQQKAI5BSWSZpnuzbncpVLlsMEiknpVsrp2IVSXJUlbuuaCgsJRCuBDcsXyl9FXv/ADpltxdO57tfjIomZ9wpwJI2IYyEBEiABEiABEiCBBiIAIR/ETMEuBx98sE8sV9e+L774YhV12etDgGcX4cHhD0I7uNetWLFCnQQhOIRQEAXjrakYlz9Tr6Y6dVkGgRQcCY3IEaI0iPEefPBBdSxESqQ//vhDhVQm1TTGBTc8CBuRNtikFYYIDS5+aAvixXfeeccnSqspFgjS4HKIAlEchGto79dff9W0zVgGcQMEbBA+YqwQeELUhpKZmampgbENHJuQ9vqMM87wifzg3gQHQRM3tgE3PCASq038iXr2grTPphhBJraHAAN9oD17H4gRF9cgzujRo4fZ1PcMsRpEj3B7/Ouvv9TV8YEHHpBDDjlEHQZ3R4AEcaa9DBw4UMWA9mU1vUZcdnEi6iB917hx49Q90b5fgT0EihAU4sKUESfW1K7/MvCBG8rRRx9dbVVsbKw6MEIIiX0czpSmYF3//v3N24h7hhAXwls8sK/bWUfcYDmggBEwaenS09MD1iYbIoGGIoDvNKS0x00BEM8fcMABDdUV2yUBEiABEogQAialM87R4Og+Z86cCBlZeA9j4cKFOgD7+Vo4jgjHInggA8H06dPDcQiMmQRIgARIgARIwMEEcqy0ycket7itGD2uCmma/j9TACeEnZ6eKm7L2VEsgWJiRals214lCfGxTgiNMZBAUAnM+eQ9WVDqzaC2V+Mm0qT/wUHt3ymdUaDolJlgHCRAAiRAAiRAAo4nACEfRGvBLu3atWuQLiHoa9KkibaNcUEsCMEfXPqQQgkpYAcPHrxD37/88osK5CDSg7sg3jdt2lS+//57rY8LO3BwxPqhQ4fusL19wdixY30ug2b5ueeeK9dee62+/e677zSVL0R4v/32mz7QH1IsQ+iGFMoYA8SNEC7CSQ9ucfjh3+5oaNqu6RlOf3D9g6PB1KlTVaAINk899ZSmCzaCNfSB9abAoe/KK69Up8qPP/5YY0B6YTBDqmA8wzHRvxjm/strel+T06JJ8YxniCPPP//8apsirfKu9hmMuWfPnvpAGxgjHCrADCJA04dpGPPsXyDitBcII+siIIQw0F7y8/M1HTb2Pcw3nBCRMhtOWKYPxGt3NbFvv7PXEJRC+GgveA/hp3GFM32YOv7vzfJIew73C32RNh9OHo/5v0KBopNnibEZAvjehdvxG2+8occiFCgaMnwmARIgARKojYARKI4cOVId4ZFRAELFut5UVlu7XL7nBHCOiAfOLzt16rTnDTloS9wcZs8C4KDQGAoJkAAJkAAJkEAYE4CDYoInRpA8uSqmynJQdJZAMTMtUbbGeFNQp1pOj/lFFdK8idcgI4yxM3QS2G0Ceb/9Ikvy1ul2PZNjZeARx+92G5GwAQWKkTCLHAMJkAAJkAAJkEBQCMARD+KvSCl2oVxxcbFP1AYBGS7wT5kyRdP22kUpq1ev1hSxV111lWKAsxYcivBD+957760uhHAV3HfffdWVcP369XLOOefUiuytt95Sl8TDDjtMHQhxAcI/rqysLN0eqbYg+kMduCTCbRHpklq1aiW9e/f2pa8eMmSIiiXrKlBE4xgH3CThoIcC58YDDzywmpuecVzUCv/8gdAND6RORr8QMCJGjB8iO4yroQr6WLx4saZ0roswEHFAfAexn70YN0MjQoRjIRwY7QVuhHDfsxcIUu0F7/fZZx/fIrA0bfoW1vBiyZIl6mQIkSjEiSgQKtoLxgrxJ0SKZo7s6yHkRMpwe8E2EJnCLdNfFIl6GRkZ6h6KfQj7DwrihbOgv+uiruQfEohSAkaguDsOq1GKisN2CAHcqACB4rRp0+Tuu+92SFQMgwRIgARIwKkE/vzzTw0N5w/dunVTp/n58+dToBjCCVu+fLn2jiwCNZ3LhTA0dk0CJEACJEACJEACjiIAB8U4t1fys926tJHeyPv7ulOCbJKWJKtc3t/tUyynx7yicgoUnTI5jCOoBIqW5klO0UaJsf61b+aWDq2bBbV/p3RW/eqkU6JiHCRAAiRAAiRAAiRAAkEj8MUXXwgedic+pFmGcA2pf9977z0V7P33v/9VMRyEiHAbNAWiMogZx4wZI3379tV0x0jFPHHiRJk5c6aptsMzhIxIN4x+4VhoTz+Nyhs3blT3xNtvv123hYjQLpCBcBLCGTzsIkqzfIcObQs2b94sL730kj4eeeQRFVZivGeddZbWwji++uor+fTTT1UEOGHCBBVDmiaWLVsmWAaXyTVr1sjnn38uSEFlUkBjHZheccUVmiIMrhwffvihMjFt1PcZToC4mHbeeeepqO7vv/9W58j/+7//q7Xps88+W90pMS9z585VdymMGe4gEFiiIF31jBkzNM02hJrXX3+9XqSzNwqHRYgW77nnHuXz6quvqiDVCFdRF/sJ5hXj/vLLL+2bV3vdtWtXTTUMEQkuRMH5yqTuNhWRkhhOJogVDppgDQdLzAMK3DRnz54tb775psYOsekll1yi60aMGKHpvOGwiXmC6yXEjBA1Xn755XLrrbfqPCPlNfZhk8JcN+YfEiABFXADg/1zllhIwMkEjjnmGL1pYcGCBZpO0cmxMjYSIAESIIHQEsB5DZz6UeAwDpd5FAgUWUJHwJznde7cOXRBsGcSIAESIAESIAESCAMCcFAUd4JG6kmKd1zEcFB0u7zZmRI8IvnFFY6LkQGRQEMTKM7fLEtzveYoLTNaibtjm4bu0rHt00HRsVPDwEiABEiABEiABEhgzwjA+aFLly47bNy2bVtNCWxfAVdApFNGSmQ4RJoCt7yffvpJBWg333yz5OTkqFMhUirDLdC47qF+8+bNfal90YZJhYXXOxN79evXz3QnDzzwgFx22WVixHVbtmzRVM0QD0IsiAJx4sqVK/U1/hQUFKgLnr8g0V+w6NvgnxdwxYBrH8RzKGgXYsl3331XwAgFaaYh+Lv00ks13fEJJ5wgjz76qIoWsR7pviGmGz16tMaBMSN2CN5QcHELLoAQVx5//PHqWoi0y/aUzwMHDlSmuoH1B2JQpMVGQfqnQw89VJ0idYH1B4I6LEPfKBBDwv0PAjuI8OCOiPgRa21l1KhRKspEam0wBruDDz5Y3n77bZ/4E46YGMv48ePVrRAOmOgDglFTkBL6wgsv1It5YIe5hqj1zDPPNFXkmWee0f1n8uTJ6r4IN8mOHTtKRUX1HyEwZvQPQSvmBG6Gzz33nNx0002+fRLswBP7IuIDiz59+vjSeENYmJeXp9tBfIg5xsUs8IHrKeaprKxMeYMhtke54447dN+FeyNcOTFWjB2vWUiABLwEjIMiBYrcI8KFAL5X8B2CkTkdYAAAQABJREFU7zF8puO7Dw5MLCRAAiRAAiTgTwA3kuFGOJzP4AYruOPDFR8id5bQETAOipGS3jl0JNkzCZAACZAACZBApBPItRwUW3qSdZiu1P9d33HKuCFQ3B5jKROtEud2aYpnp8TGOEggWATmznxX/ixDInaR7unNJbFH/2B17bh+KFB03JQwIBIgARIgARIgARKoHwEIw2oquECPhylImQxB3ccff+wTFZp1eMYF/nvvvVcf9uV78hoCF7jatWnzvzuD7OmG4YiH1MIoubm5AvejO++80+fqh+UHHXSQPP/88yoYrKysVMEa6iBOOAmifYj3Zs2apU542KamAkdAPHZWkAb5vvvu04e9HhwIURArHCV3ViAUhRtgbQUOjvYCdz9TOnTosIPrIESL/k6EcPhAmuy6luOOO07w2FWBsNI4V9ZU98knn9TFEKya1/71IKB88cUXqy1G/ZoK5hsPe/EfK1wS33nnHXsV32uwgZujf2ndurU6O/ovN++RLhounniwkAAJ1EwAF+1R7A62NdfkUhJwDgG4DH/00Ud6rPDKK6/s8nvfOZEzEhIgARIggWASgDs7Cs7dcA5IB8Vg0q+9Lzoo1s6Ga0iABEiABEiABEjATmCL5aCY5U7VRQkZTeyrHPG6cUqCVPyT09XlTrQEil6RliOCYxAkECQCa76aLQvz12tv+yQnyN6DTwxSz87rhgJF580JIyIBEiABEiABEiCBoBCAqxxSWp166qna3/Dhw9VxqCE6/+CDD9R9EM54pkAsCYfFmJgYdUY0Qjs46a1YsUJd++DcBzdHbA/XvgMOOEAGDx6sLnxwuzOOh9gGDoRwSIJI8eijjzbd8JkESIAESKAeBOigWA943DSkBE4//XQVKM6cOZMCxZDOBDsnARIgAecS+PnnnzU4uNujwEERBTfQ4VwZ56oswSdAgWLwmbNHEiABEiABEiCB8CRQXLhVKj1e58SUFs0dNwgcT7uRerrIykTtTpa8ourZlRwXMAMigQYgULhgg6zPX60td8mulD57d2uAXsKjSQoUw2OeGCUJkAAJkAAJkAAJBJzA/Pnz9aKLaRhucrtbmjZtKt9//71vMwgQTfpcpGY2osPffvtNLrnkEl89vHjzzTdl3bp16lSBFMnm4g/SOiNdsClmOd4/8cQTmmoYfWRlZZkqmh76jDPOUMEjXPNYSIAESIAE6k8AF+bhTotCB8X682QLwSUwZMgQ7fC7776T8vJySUpKCm4A7I0ESIAESMDxBHCeirLffvvpc5cuXSQhIUGPf1avXi3t27fX5fwTXAJM8Rxc3uyNBEiABEiABEggPAkUl22X1Ar8btdI4mLKpWmzps4cSGqayBaxhJTJUmylpGYhgWgiULh5nSzM8V57bZXRWio7tpZGyZZoN0rLP4aqUTp6DpsESIAESIAESIAEophAYmKiXqzHBXs84uP37KAYF3BMQRtGUIhn0+b48eN9F31MXaxHyudWrVr5tsE6iA9NTHhGnPYCl0S7ONGsy8jIEIoTDQ0+kwAJkED9CRQXF1t3N7u1ofT09Po3yBZIIIgEevToIR07dpTS0lKZNm1aEHtmVyRAAiRAAuFCYPHixRrq3nvvrc84F4VIEWXJkiX6zD/BJbBt2zZZs2aNdtq5c+fgds7eSIAESIAESIAESCCMCORa6Z3TPV7BX4KrWLIaO/PGTFdGtrhku0U2RrbmU6AYRrsYQw0AgYUzp8of1m+TKD0zLJfTvbzu/QFoOiyboEAxLKeNQZMACZAACZAACZBAeBGAqJCFBEiABEggvAiY9M4Qm0MwzkIC4UYAaZ5RXnvttXALnfGSAAmQAAk0MIGCggLJy8vTm+U6derk6824JsJBkSX4BFatWqU3yKSmpkqzZs2CHwB7JAESIAESIAESIIEwIZBjuRE29kD4JxLrKpOs9GRHRh6f3kJSYvM1tvLCEkfGyKBIoKEIrPvma1mY670Bq6/lnNh50PEN1VVYtEuBYlhME4MkARIgARIgARIgARIgARIgARIggeASMAJFuicGlzt7CxyBM844QxubPn26bNiwIXANsyUSIAESIIGwJ7B06VIdQ8uWLSUlJcU3HiNQhFCOJfgEli1bpp3aRaPBj4I9kgAJkAAJkAAJkIDzCWyxHBSTPd7MJxJTIVkZzhQopmZmSbKrUIHGlWx1PlhGSAIBJLB5fo7kbN1g3Rjnkg4t3dKra7sAth5+TVGgGH5zxohJgARIgARIgARIgARIgARIgARIoMEJbN3q/dGQAsUGR80OGohAz549ZdCgQYJ0kddee20D9cJmSYAESIAEwpGAESialM5mDO3aeS8Y0UHREAnu8/Lly7VDChSDy529kQAJkAAJkAAJhB8BOCgm/qNPrHJVSkZqoiMHkWnFFevyprhtVLldSsq8ro+ODJZBkUAACWxZ+bfMK4jVFttltpXCNm2lffO0APYQfk1RoBh+c8aISYAESIAESIAESIAESIAESIAESKDBCdBBscERs4MgEHjsscckNjZWXn/9dXnzzTeD0CO7IAESIAESCAcCRqDYuXPnauHSQbEajqC/MQ6K/vMS9EDYIQmQAAmQAAmQAAk4nEDu1jKJ83jFT54ElyUCjHFkxJlpSSKuco0txVMl+cUVjoyTQZFAoAks+vxdmVtcpM32Ts+W7V32F5dD/58Geuy1tUeBYm1kuJwESIAESIAESIAESIAESIAESIAEopiAcVBs3LhxFFPg0MOdQL9+/eSGG27QYVx33XVSVVUV7kNi/CRAAiRAAgEgYIRwdFAMAMwANmHmhQ6KAYTKpkiABEiABEiABCKSABwUxZ2gY4tJ9j47caCZaYlSaTk8oiS4XZJX5BUrOjFWxkQCgSSw6bsfZFHOSm2yT6MY6TTw6EA2H5ZtUaAYltPGoEmABEiABEiABEiABEiABEiABEigYQnQQbFh+bL14BGYNGmSZGdny9q1a2XmzJnB65g9kQAJkAAJOJaAcVD0FygaB8U1a9aIx+NxbPyRGphJ8UwHxUidYY6LBEiABEiABEggUARyCsvE7U7W5uIaNwpUswFvp4klUKz4R5UU64mX/CI6KAYcMht0JIG1C7dKQUmO5W4aJy1bu2SfLi0dGWcwg6JAMZi02RcJkAAJkAAJkAAJkAAJkAAJkAAJhAkBI1Ckg2KYTBjDrJVAQkKCjBw5UtfPmDGj1npcQQIkQAIkED0EahMotmrVSuLi4mTbtm2ycePG6AHikJFSoOiQiWAYJEACJEACJEACjicAB8Xt7lSNM7lJE8fGm2GleC6O+ScVtTuJAkXHzhQDCySBdQt/lblFXjlepybtJKdlB+neLjOQXYRlWxQohuW0MWgSIAESIAESIAES2DWB0tJS+fLLL2XatGkyf/78GjdYsWKF5Obm7rAuJydHVq5cucPyYC+Aa8XixYv1sWTJEjFimWDHccUVVwj6RwGbMWPGSEFBQVDCwNx99NFHMnv2bFm/fv1u93n99dfLvHnzdnu7cNjggQcekFmzZoVDqIyRBMKSgEnxnJ6eHpbxM2gSsBM48sgj9e3HH39sX8zXJEACJEACUUigsrJSNm3apCNv165dNQKxsbHSunVrXbZq1apq6/imYQng/L+kpETi4+PFOFk2bI9snQRIgARIgARIgATCk0DF9iqpKC2T7R6vg2Jqi+aOHUhKYpyUxCVpfFXuFMmznB9ZSCDSCSz+/AOZV+S9hti7cRPZ1vkASYz3CnUjfew7Gx8Fijujw3UkQAIkQAIkQAIkEKYEpkyZIi1atJAzzzxTJk6cKPvtt5/su+++smjRomojGjJkiDz22GPVluHNQw89JMOGDdthebAXIP4ePXpI7969Ze+995aMjAzp37+//Prrr0ENBTyRFhIFgh28LyoqatAYIBDdf//9ZeDAgXLTTTfJJZdcIm3bthUIDnenPPPMMwIham0lLy9PDjroIFm9enVtVQK6/IILLpD//ve/AWnz7bffljlz5gSkLTZCAiSwIwEjCqdAcUc2XBJ+BCBQhBvosmXL9AaO8BsBIyYBEiABEggUgXXr1mn65sTERMnKytqhWZx3oZhzwB0qcEGDEDA3Vnbv3l1Fig3SCRslARIgARIgARIggQgggPTOTT0lOpJY2SZZLZ0rUESQ7kaZ4pJK61WM5OVSoKgTxz8RTSDnx1/l7y3LdYx9LKPTzv0Oj+jx1nVwFCjWlRTrkQAJkAAJkAAJkECYEHj66aflqquukkceeURw4eX3339X572WLVvKYYcdJps3b97tkdx2220qlINYzv549dVXd7ut3d3g3//+t1RUVMj27dtVRNeoUSMZPXr07jYTsPqdOnXSi1nmolXAGvZr6Morr9QxYw7nzp0rf//9t87jCSec4Fezfm+RuuyHH36QsrLg/DAAN8c9cYKs3yi5NQmQwJ4QMAJFpnjeE3rcxmkEcPxwxhlnaFj/+c9/nBYe4yEBEiABEggiAZxjoRinRP+umzVrpou2bNniv4rvG5CAESj26tWrAXth0yRAAiRAAiRAAiQQ/gSQ3jnT4/09P8FVJFnpXodCp44spnEzSXYVanhb84JzHcKpLBhX5BPweDyyYnGFlJQXSkJcojRtlyC9OnvPMSN/9DsfIQWKO+fDtSRAAiRAAiRAAiQQVgQg5DNue+eee64v9szMTHnttdcEqayQFnd3y4QJE1TEBiGb/QGHw2AWiAJPP/10Wb7ce+cR+oaA5s4775Rjjz1WDjzwQBk1apT89NNP1cL67bff5KyzzpJBgwYJHJSuu+46FT2aShBxQvSI7U888USZOXOmWbXDMy5SgS2cB1HQNlI+IwX02WefrW0gJbRJjWoa+Ouvv+T888/X9ccdd5x8+OGHZlWNz3/++accc8wxgrkzpXnz5nLwwQebt4J5+fzzz33v8eLhhx8WOAvaC9J9jx8/Xsc/cuRIjRnrcaI0duxYrYr1GNeDDz6o7+ESCafDl19+WZldfPHFuhxtY94NyyeeeELb0ZX//IE71WWXXaZ1hg4dqnFCYDp58mR1c3zrrbe0L/SHfRIFFwkhrDXtPvvss/+05n1CvXvuuUfHf/zxx2vK62oV+IYESCDgBMznGB0UA46WDYaIgPkue/fddyUnJydEUbBbEiABEiCBUBPYlUAxOztbQ6RAMbgzRYFicHmzNxIgARIgARIggfAlAAfFdM82HUBcbKlkp3tTPTt1RCmZLSUlNl/D257vfXZqrIyLBOpLYPnPX8gfxR5tpkvT9rKhWSfp2b5JfZuNiO0pUIyIaeQgSIAESIAESIAESMBL4Oeff9YL7hDK+Rc4YEEY9/HHH/uv2uX7mJgYiY2N3eGB5cEscN6DuG3w4MG+bpF2a9WqVSqau/nmmwUivkMPPVQgCETJzc0VpLJu1aqV3HLLLZoqGa6BeKB88803KopDai+IO+EQCZHijBkzdL3/H6R2fvHFF6WkxJtCAamRn3/+ee0f4kEI86ZNmybXXnutb1MIIJFmGynEbrzxRnWyhMjvjTfe8NXxf4GU1lj/9ddfS1VVlf9qff/BBx/IwoULq62DuNI/BTbSQkMgiL5TU1OVz+LFi3U7sEIxwkCk0Eb54osvVNT4yiuvqPDy6KOP1uVoH+MEa3CCu+btt9+u6/AH3JFOHPNy9dVXy4UXXigbNmxQQWi/fv00vWa3bt1U9AixqMvlUkfFAQMG6DaI9ZRTTlFR4x133OFrF+JFiC8h8sT+jbZ3lrratyFfkAAJ7DEB46BIgeIeI+SGDiPQt29f/T7GMQC+n1hIgARIgASikwAFis6cd9ykh0IHRe/84HeAlStXysaNG70L6vAXN61++eWXMmvWLMGNiiwkQAIkQAIkQAKRSQAOio3cbh2cx1UuTRo720Exu0mqxLuKvZNR7L2uEpkzw1GRgMjST9+T3wu9bvz9UhtLWaeDpVFyPNFYBOJIgQRIgARIgARIgARIoG4EysvLZerUqXWrHMBaSC8FIVddCoR6KJ07d66xOpb7u+vdeuutgod/gYjMCeWll15SJz+4/UFQgIsVn332mS+0nj17CtJamzJ8+HBZtGiROv/dfffd+hrpiyGig0AQZcSIEaa63HDDDSp6e+ihh3QZnBghQoRbnxHl+SrX8gLtw3EQIkQUCDchqHvmmWf0vRHzwW3QFFxsuOuuu9Tx0SyzP8Nt8KSTTlIxIdJSwt3xtNNOk/POO09Fffa6u3p90EEH+ZwzwQciQoj9nnzySe0DokqMu3v37tWagih1+vTpEh//v5MnO2tUhvB13LhxMnHiRN120qRJAnGl3SHy1FNP1XUQQzZt2lQgEIETpin33nuvdOjQQf9/GdErBKPnnHOOzk++dVcl0nHC8QruiSh9+vSRHj16mCb4TAIk0AAEjIMiUzw3AFw2GTICENafcMIJ8v7778svv/zi++4OWUDsmARIgARIIOgEcDMVSm0pnumgGPQpEbd1gd3cZNi7d+/gB+CgHnGTELIp/PHHHyoyxLk6boLcVVmwYIH+hoGbAHEOj3aw3f7777+rTbmeBEiABEiABEggzAjAQTHREyO4HcET55b4OGf7kjXLTJYCS0iJklS5XQqKKyQj1XutRhfyDwlEEIEtP/4lSzd7DUL6ZlZJo14HRdDo6jcUChTrx49bkwAJkAAJkAAJRBGBgoICdW4L9pDhVldXgSIEZSi1Oe7hR39Tx4zj8ssvF6QktheI9XDXvRMKRHoQGqLAOQDpnCEchFtkQkKCLoejIYSXcOrD2OGIYS4q4eIGXBXh6gdnPqQcPuCAA1TkB3cBpING6mi7SBMpio17g3awiz/JycnVBA5dunTRFNAQtSYlJakLIlwc7X0gTTUuIGBOcAHBv3Tt2lVjmDNnjqbVhnPhRRddpM6GSNe9O2XYsGHVqmN/qs0h0l7xkEMOqSZOxLq5c+dqqmY4N2J8cGUAbzOO7777zpc22t7Wzl7DJRIiTIhGTMH/NwhFIbrFfGBejzjiCLNaIKCFqJGFBEig4QjQQbHh2LLl0BE46qij9EYFuBTj2MHcXBC6iNgzCZAACZBAsAkYB8U2bdrU2LU5l2SK5xrxNMjCpUuX6vllSkqKdOzYsUH6CJdG8fsAbizETYCPPPJIncMePXq0Htfg+AZtXHrppXpjILInxMXxUmCdQbIiCZAACZAACYQBATgoZru910Yk6X/mAk4NvXlmiuS6KjW8JEtYubmgjAJFp04W46oXgeItG2TeOpdUVm2XJo2aWm4yzaRXR+uZRQnwrIQ7AgmQAAmQAAmQAAnUkQDc9/yFXnXctF7Vdie9EYRxKBC+QZTnX7Dc1DHr4FTn75wHl7uaCi7k/Pbbbz4XO4js5s2b56uKi/zGhWLTpk3qogcHSLjeGWc8pEaGEx7ejxw5UiDu21mBc5eJGc9wJYSgEM5+SDH86KOPqjsiHAfByqRRrqz0nvBiezgPvPzyy5rm6L777pO99tpLPv/8c40BwjqI44zYEbEgFTFSPde1QIRoL0YEirbh/AgRHy602PtADEhhjPW1FTCCsBKPMWPGCISjSB39wAMPaMrqmrZFn/7FnzFigThzV8U/rSucRpAKGo6LuFCC9RCK/vvf/1YBIS6CwE0SaaR3p4APLgLa+WC/gcNkRkaGxoq2jQOmaRvjYCEBEmg4AkagSAfFhmPMlkNDAM6+RqCI4wIWEiABEiCB6CJgBIrm3NV/9BQo+hNp+Pfz58/XTpAhwfx20PC9OrOHtLQ0ufHGGzW4559/vk6pmvFbD25uROYBnDujoI2nnnpKvvnmGxk8eLAu4x8SIAESIAESIIHIIAAHxaZV3usqrjTn/0bePCNZfo/xXreIdcfJ5vxS6dYmIzImg6MgARuBP2e8Lj8Xe9OY92naWlZk9ZLzOjax1YjulxQoRvf8c/QkQAIkQAIkQAK7QSAzM1M++eST3dgi+FX79++vrnL4URqOffaCizAfffSRIN3wnhSI4XAH/qxZs3w/kEMkiDaRQhgFrna4yJObmytwfkSa43feeUe3eeyxx9RlDy54cPCDIx5cjODUuDsXIIwoD2l/UdA/UgGfeeaZ+h5/MFa76wIEl1dffbU+cnJyNDXwm2++KRdffLFACAeBJlI9N0TB2CCs7GC5/Y0fP75eXZhUV3DyaNWqlWCfhNOgvUA0ivTH9oKLFfaCiz+dOnXSRebiRW2um/btZs+erWJOu5gDQk97AUtcGKmtoD//vuAWCZFnbXwwlxBeInU3LlihQNS4YsWK2rrhchIggQAQMCme/cXKAWiaTZBASAng+ANi+pUrV2rqw+OOOy6k8bBzEiABEiCB4BKgQDG4vOvSmxEo7s4NmnVpN1rq4KZMnGv37dvXN2Tc2Amx7e+//06Boo8KX5AACZAACZBAZBDItRwUt7kb62ASmjpf/NTMclAs/ecmCnEnWgLFssiYCI6CBPwIbPrqK/l/9s4DPqpq6+JrSia99xAIvXeQakNUiogNn/3ZHyrvs4MN67NgbzwRG6IoNmz4RFERG72D9E4gvfcyk+/uE++YhAApk8mUdfxNcsu55+z9v0O8M3fdtTdn7FVbTwo0IyvxVEQE1zY4qXOIV61WP0rlVSkzWRIgARIgARIgARLwXALi3Pfaa68pUaAI7nTxmnxZLSWCRJQmosGmtJkzZ+K88847qkS0lEyW0kPy6tmzpxr6gw8+UH3F9W/OnDmqhKIIXeTJfREESKljcQ+UJiWWj9fEwUtKEslLSgHfeOONyo1Q5pUmZblWrFihBGsiXvzvf/+rXB71MUWcJ2WHdWdBEbaJu6Lu8ic8ZsyYARHf6U3KCov40lFN5hCnx//97392x8QjR44oh8ljzSFltxcvXqzKXEkfER5Keev4+Hg758GDBysHKBGEiujv2WefVf3qjvnWW29hx44darOwENGolH+SFhERoVwsRXgq4xQWFqrt9f0Q8akIQ+X9JE3Yypw1m8Q9d+5cNYcuJv39999RXl6uuskYy5cvV+W6dZHprbfeii+++EK5Y+rnKTs7GyIilSbCTHG1fPDBBxUPyfXhhx9Wbo2qA3+QAAk4nID8m5Uy7tIoUHQ4Xg7YygTEWVj+fyVt6tSp6rqglUPi9CRAAiRAAk4kIJ/FpJ3IQVEebtM/0zgxPK+cavPmzSpvChSbdvrls7y4ntct5SwPa8r7uL4mD3H26NHD/po2bRqk4gUbCZAACZAACZCAaxOotNpQWliAiqpq58RgzcjA1Zu/rxlllmqRltUWgNRsXnO4+jljfI0nUKWZbOzbUozsgjSYjGYkJpnRu3O7xg/kwUdQoOjBJ5epkQAJkAAJkAAJeCeBcePGYdGiRcrtUcRn4kw3bNgwJfISt8KaZXF9fHyOEhwKNRE61iy3Kw5DIpa7/vrrj4IqwkVx7BMXQ/lSXJq4H/Tt21cty1jirCjudyJo07fLTlnWb0SoznV+SHwLFy5UsYtI7dJLL1VfuP+iPYUkwkRp4ggp84ozgO5yedVVV9m/mJcv4ydNmqS+rJcbUPIFvLgtXnLJJer4e++9F7fffrsqFy2llES4KHNt3LhR7ZcfwkJ3GtTXdddH2V6Tleyvu01KIosoU0SBMofcOBDXwGXLlkn3epsI9S677DLlWChCik6dOimxkDhGChdpIkKVuaSct4wrjMUVSi8xLX0ktptuukmVJ5ebE1LaScQYwkSa3MCQ0tFSNlr46Fzqe2+IK6ecZxFGivOkiF5FfFkz/8svvxzisHjDDTeomKR8tuStl9x+4IEHcOjQIZVPXFycKt8sjprvv/8+HnvsMfX+lPetCDFFtKg3ESuKSFVKPst+EbzK+7pmrnpf/iYBEmg+Ab28s/ytk78vbCTgaQTEtVf+XyYCfnGeZiMBEiABEvAOAvLZUR7CkGsc+cxRX4uKilKb5TOM/tBfff24zXEEdAdFvWqA40b2jpHk/VyfmFa+V9C/u6hL4rrrroNUutBf8rnd19e3bjeukwAJkAAJkAAJuBiBrPxSRNsKVFQ+Bq3Uc1y0i0VYfziG0AgYYNV2GpGeToFi/ZS41Z0J7Fm2WCvvXF3KvGtkElLbdEWv9q7vcOpM5gbtQ0uVMyd017nki2u5CSqOPGwkQAIkQAIkQAKeT6CgoECJqKRcrTsLoOTmi1zDyI0XESo2tUnpQxGxiahOhCrCR5q43ImzlojkxEExOTlZOSaKiG38+PF2sZvusrhmzRpIeeInn3xSHS9CuaSkJIjTYnOaXNKKC4bkKCK8+prMK24AwqK+L93l5pPEL2OIYEFycnSTmwMizhNBn8zRkPeWMBanQblJdiwXs4MHD6rzIgLNYzV9bukjAsnmNBEuyUtEosfiJDwlVxEoSq4NbVJuTWIV8aIuxKx5rOQq8YtQsTWaOFmKYLS+m5kiDr344ovrFfK2RqzuPqe838VtU3dmdfd83C3+PXv2qPL08jdf/j/CRgKeSOD111/HzTffrP4fu3v37mP+f9YTc2dOJEACJOCtBORBNCmDK59R0tLSjolBPm/IZx4RsssDd2wtR6CsrEw9KCifIeVzfX2fteqbXa5Xe/XqZXf9rq+Pu2+TBwilCoQ8uHm8Jg/0yQOOJSUltb7vkM//8rCkVC04UZs3bx6k+sJS7cFWNhIgARIgARIgAdcl8Of+LMyb+QnCCjsh0JSGk+8Yi/6dXV+k+PJbX8G4rgTFtgikaM5yL913hutCZmQk0AQC3z90E25763fsSPkTV3YahIrz/4kX77se8ZGBTRjNNQ+58847VWByv7gpzfF3XZsSBY8hARIgARIgARIgARJoEQIi1uvQoUOzxInierh69WrcddddmDhxovrC+8ILL1TxipOdiOzkiXwRJa5du1ZtF3FZamqqPaeUlBR1k0Gc/upul77NbTK/uP8dS5wo44vDYvv27Wt9WV9zXnESlP0Sz7FEdzX7N2VZxhVBptxwaYg4UeYQxuKeeCxxovRp166dco+U5WM1fe7mihNlfIlF5jweJ+Ep773GiBNlbDmPbdu2rVecKPtl3tYSJ8r8bCTgLQR0B8Xj/e3xFhbM03MJ3HjjjcpZWdyWP/roI89NlJmRAAmQAAnYCcgDUdJ0R377jjoL8vlRmjzoxtayBKQSgIgTdSf9lp3NM0c/6aSTlIPiypUr7QkKV3EAHTJkiH0bF0iABEiABEiABNyfQFZeKYJtlSoRo7EYUaH+bpFUQFQiAky5Ktay3GoDDLcInEGSQAMJpK/cg91pO1XvvlFW+ER09yhxYgMxHLcbBYrHxcOdJEACJEACJEACJEAC4iK5fv16Vf5QSiCK+6DuKi1uEuJeKK/33nsPAwcOVMDEPXH+/PmoqKhQokWr1aqcuEaPHo0lS5ZAhADp6en47bffVMlhUiYBEiABEnAtArproiNEza6VGaMhgb8JyMMCV155pdrw/fff/72DSyRAAiRAAh5LQBcoyoNRx2t6mWcKFI9HyTH79PLOvXv3dsyAHjDKzp07sXXrVuVkXlhYqJbl+xe9rVixAmeeeab9AdCOHTtCvm+ZPn26qnghZcylKpi4hQ4dOlQ/jL9JgARIgARIgAQ8gECmJlD0/6tIqs1YrgkUm145y5k4oqPC4WfMUVMGlJWioLjcmdNzLhJoUQIFqcnYkGaE1VaByMBIVHWMR9+OUS06pzsObnbHoBkzCZAACZAACZAACZCA8wiIE17NEkvDhw+3r4sI8auvvlJugPLFt27rfdppp+Giiy7CyJEjERAQYHclEgfF559/Huecc45y35s5c+ZxXQ+dlyVnIgESIAESqEmADoo1aXDZkwmcffbZeOCBB/DDDz9ABABBQUGenC5zIwESIAGvJ9BQgSIdFJ33Vtm8ebOajALFv5mL+FDKXeutb9++qpKAPOwpLSsrS5ViFiGi3uSh0UmTJqnqEVLtQB42/eyzz1TFC70Pf5MACZAACZAACbg/gcy8EvjYTBB5X6VPFfws7iH5SYgKxF5ToToBQTYbkjMK0SMpwv1PCDMgAY3A5v99iDUFRYpFv4gE7I3qjYs6U6BY983hHn+t6kbNdRIgARIgARIgARIggVYj8OOPP9rnfuSRRyCv+trUqVMhr7pNhIvyYiMBEiABEnBdArpAkQ6KrnuOGJljCAwePBhdu3aFOBXdf//9eOWVVxwzMEchARIgARJwSQINFSjKw3XSxPmfrWUJ0EHxaL4HDx48emONLfLQp5TFrtkSEhKwbNkyyHvcpt30b9u2bc3dXCYBEiABEiABEvAQAuKgGGrzrc7G76/fbpBboiZQ3G0sU5H62Yw4nFlEgaIbnDeG2DACab/+gc3pu1XnIUFmbPIfjH6dKFCsS48lnusS4ToJkAAJkAAJkAAJkAAJkAAJkAAJeDkBvcRzaGiol5Ng+t5A4NFHH1XOzq+++ip2767+MtEb8maOJEACJOCNBJKTk1XaJyrxHBMTo/pRoNjy7xJdoNinT5+Wn8wLZpD3NsWJXnCimSIJkAAJkIDXEsjML4HVGqjyN4QEuw2H2PAAlJiqVLwmTWB5OLPaTdFtEmCgJHAMAjbtwaG920qQU5gGk9GMhA6+iI2IQIz2nmerTYACxdo8uEYCJEACJEACJEACJEACJEACJEACXk8gJydHMQgLC/N6FgTg+QQuvfRSjB07ViX67rvven7CzJAESIAEvJiA7qCYmJh4XAoUKB4Xj8N2FhQUQHcL7NWrl8PG5UAkQAIkQAIkQAIk4KkEMnNKUGYLUelZotzHoc1kMqIq0F/FXWXzx+E0ChQ99T3qbXnt+OlLrKyu7oxukUk40qYL+tI9sd63AQWK9WLhRhIgARIgARIgARIgARIgARIgARLwXgJZWVkq+cjISO+FwMy9isC1116r8p07dy7KyqpLDnkVACZLAiRAAl5CQBconshBMTo6WhGhg2LLvjH+/PNPVFVVQc5HeHh4y07G0UmABEiABEiABEjAzQnYbFWoys+CDT4waD+DExLcKiNzZCzMhlItZgNSUyhQdKuTx2CPSWDPN59jdeZBtX9YSBB2hg1H/87uIx4+ZmItsIMCxRaAyiFJgARIgARIgARIgARIgARIgARIwJ0JUKDozmePsTeFwMSJExEXFwcp/fnQQw81ZQgeQwIkQAIk4OIESktLkZ2draI8kUBRd1DMyMhw8azcOzy9vHPv3r3dOxFGTwIkQAIkQAIkQAJOIJBbWIZwa7VVm6+xAFER7lPiWfD4RyUh2FR9fZ2fVaIeVHECNk5BAi1GoMpmQ/K6HBxI36nm6NXWgGJDGzooHoM4BYrHAMPNJEACJEACJEACJEACJEACJEACJOCtBChQ9NYz7715WywWzJ49WwGYNWsWpOQkGwmQAAmQgGcR0N0TAwICEBoaetzkdIEiHRSPi6nZOzdv3qzGoECx2Sg5AAmQAAmQAAmQgBcQyMwvRVhVddUHsyZQjAzxc6usw9p0QNBfAkXf8kpk5ombIhsJuC+Bfb8vxh8FBmjepugQnoicTl3RNiYIEcHu9W/TWWeAAkVnkeY8JEACJEACJEACJEACJEACJEACJOAmBHR3IZZ4dpMTxjAdQkBcFHv06KHEiQsWLHDImByEBEiABEjAdQiIS660xMTEEwalCxQzMzPp7HJCWk3voDso9unTp+mD8EgSIAESIAESIAES8BICmXklCK6yqmwNxlJEhfq7Vebx8fHwN+WomMNt5TicyTLPbnUCGexRBHZ89TFWZR1W24eHRmBHxAj068TyzkeB+msDBYrHIsPtJEACJEACJEACJEACikB5eTmkrFVlZaXXE1m4cCF27drV4hyWL18OebGRAAmQQGsR0B0UIyIiWisEzksCrULgqquuUvN+8MEHrTI/JyUBEiABEmg5ArqDYkMEilFRUTAYDLBardCvi1ouMu8dWRco0kHRe98DzJwESIAESIAESKDhBDJzS+BrM6gDKoxWTaDoXi5tbaKDUGUsUfEH2qo0gWJ1ueqGE2BPEnAdAlVVVUhZnYbdqX+qoPq3qUKBoQP6d452nSBdLBIKFF3shDAcEiABEiABEiABEmgugVGjRuG+++47apiZM2eiW7duR20/1oYdO3ZgwoQJCAoKgrhHhISE4PLLL8eRI0eOdYhbbL/99tsxfvz4WrGuWrUKSUlJuOeee2ptr7sydepULFmypO5mh6+/8cYb9jKTDh+cA5IACZBAAwjoN+LpoNgAWOziUQTkWkcEKfL/+5SUFI/KjcmQAAmQgLcT0AWKbdq0OSEKs9mM8PBw1U8e2GNzPAHhKiW0jUajcjB2/AwckQRIgARIgARIgAQ8i4CURDbZfFRS5WYgOMDiVglKSeoKs03FbLGZcTiDDopudQIZbC0Cyat+w/J8E2w2KxKCY1HUrQtMRgMGdKFAsRaoGisUKNaAwUUSIAESIAESIAES8AQCeXl5KC4uPiqVkpIS5ORU2+cftbPOBnEJHD58uLpBv3HjRpSWluK3337D/v37MWLECEiZK3dtRUVFyM/Pt4f/888/Y/To0bj44ovx9NNP27fXt/DRRx/h/PPPr28Xt5EACZCAxxAQp6Dc3FyVDwWKHnNamUgDCcgDCyNHjtS+XLRB/r/PRgIkQAIk4DkEGiNQlKz1Ms8iomNzPAHdPbFjx44ICAhw/AQckQRIgARIgARIgAQ8jEBKtuY4aPurrHOAe7kn2k9F4F+iSi2P5IwC+2YukIC7Edj+1YdYmZOqwh4WHoUdkUPRp2MkAnw19TBbvQQoUKwXCzeSAAmQAAmQAAmQgHcTuO222yBlr7744gvlZODr64tBgwbhu+++Q1lZGR566CGPAPTNN98oN8Vp06bhueees+ckYkxxTtq9ezcee+wxPPXUU2rfzp07kZ2dbe8n4oV58+bhrrvugjhUivjxrbfegn7jS+8o3O699171Wrp0qb7Z/nvz5s144IEHFNft27fbt3OBBEiABFqDgIjZpUSFuMixxHNrnAHO2doErrjiChXC3LlzWzsUzk8CJEACJOBAAvrntIY4KMq0FCg6EH49Q8nnYGks71wPHG4iARIgARIgARIggXoIpGQVodwarPb4/OX2XU83l95k0oRcRlRoMRqRlqIJLtlIwE0JpK48iO1Hqj/TDIyvQq6hG4Z0j3XTbJwTtssJFMWlQcruDRw4EGeccQY++eSTE5KQG8MvvfSScvMZMmQInnjiCVRUyB+1o5vcZJEb7pdccgkKC2kZezQhbiEBEiABEiABEvB2AuLA+P3332Py5MmQslY1m5R5/uc//6mu0eS6yp3b/PnzcdFFFynXxAcffLBWKh988IESHZ599tlKbKg7Loow89dff7X3veqqq9S1q5Sk2rRpE8aMGaO41RQZSh9hJsJOcbGcOHGiXfAoA/3www9K/CmuleXl5Wr/hg0b7HNwgQRIgAScTUAXYoeGhsJkMjl7es5HAq1OQL4zCgwMhLhIy/UCGwmQAAmQgGcQaKxAMTq6ujQXHRRb5vzrDop9+vRpmQk4KgmQAAmQAAmQAAl4GIGczByUVwWprAI1gwl3bL4xHRFsylChF+aUwmqtLvnsjrkwZu8lkL5xDVblWlBRWYbIgHDYenTSYBgwpAcFisd7V9S+43y8nk7YJze5zz33XHXjVpxq9u3bp27mSnmpyy677JgRyI3i2bNn44UXXoCfnx+mTp2KgwcPqm11D5J+4nIjN1xee+01BAVV/wGv24/rJEACJEACJEACJFCXgM1mRUZhSt3NLb5uMfkiPLD6xkhDJ5OHPFavXl2r+5EjR2qtH2tFXAPlAZC+ffvW20W2Z2VlqTLP+g2beju68EZxarjyyivV9aAIMetr27Ztg7w6dOhQ326sWLECH374oeI8ePBg1UdcFP/44w97f3Gg/PLLLyE3XqRkpDQRKI4fPx433ngjoqKilMDx+uuvx6xZs9T+m266Cd26dUO/fv3UOn+QAAmQgLMJyN94aSzv7GzynM9VCIRrLgTycOuTTz6Jm2++GRMmTEBwcLVDgavEyDhIgARIgAQaTyA5OVkd1FgHxYyM6huojZ+RRxyPgC5QpIPi8ShxHwmQAAmQAAmQAAlUE8grKkNoaY62EgiLoQixCZ3dEk1IQifkmX9BnjUBfpVASnYxEqOp2XHLk+nFQf/5xTysyMlUBIZFxGFn9GC0iQrUXnwvH+9t4VICxR9//BHLli2DuMd07NhRxS1PNYoA8VgCxYKCAjz//PPqhq6400iTL43POeccTJ8+HW3btlXb5IeIFh955BFVpu/f//63fTsXSIAESIAESIAESKAhBApKc3Hf55c0pKtD+3SJ6Yv7xleL1xo6sHzBr5cn1I9ZtGgRfv75Z31VuSB+9dVXqizxuHHjlPOf7NSdqH18fOx9ay7o2ysrtU+PzWji0vjpp5/aR5Drs/79+2PNmjV4++23cejQISXSu+eeeyDOjdJWrlypSjFLDHKt17NnT7V9//796jpP3B+nTJmCM888U20/1g8R3YgzkggIr7nmGkgJ67pt5MiRxxQnSl8pA92pUyfo4kTZJo5L//d//yeLqv3vf/9TYsMdO3ZAXtLkoRwRgEqe4hq+detWvPHGG2qf/Gjfvj1OOeUU+zoXSIAESMDZBHSBIss7O5s853MlAv/5z3/UdYI8rPDuu+/W+v+7K8XJWEiABEiABBpGQD6Hpaamqs6JDXSbYYnnhrFtaq8///xTHUqBYlMJ8jgSIAESIAESIAFvInAkswhRtlKVssWUhwRNDOWOLa5tR2QbF6jQw6vKcTizkAJFdzyRXh5z6rJd2HK4uhLaIM1fZpWhDy5geecTvitcSqD4008/oUePHnZxokQvQsOnn34aBw4csLvO1MxKHGpKS0vV0+z69tGjR0NuWi9ZsgRXX321vhn/+te/cPfdd9ca376TCyRAAiRAAiRAAiRwAgIGgxF+PgEn6OX43RazX6MHFeGeCO9qNnF9qClQTEtLU87TIv4TB7+AgADIAx/6zRoR/Q0bNqzmEGpZtotrtbj/NaeJi6GM8Y9//EMNozsVykMlkyZNUsK+V199FSJcfO+995CTk4NLL70Un3/+OQoLC3HeeecpZ0IRF8qyOHBL3uJOKGWTReh3rJaQkKBEkKeffjrOP/985XJYV6R4IndIeVAmLCys1hR114W5lAMTZ8WaTQSh8lBNbm6u2lyX5YnmrjkWl0mABEjA0QR0gSIdFB1NluO5EwGj0Yhbb71VOSi+8sor6gEI2cZGAiRAAiTgngTk8688jGcymRAb27CyWxQotty5ls/9+fn5sFgs6Nq1a8tNxJFJgARIgARIgARIwEMIiNNgsK0SUhDZYCxGfKR7ChTbxITgT1OJOishWtWywxlFQA8POUlMwysIZGxej7W5ASgtL0KIbzAsfdppeZtY3rkBZ9+lBIpys1svfafHrt9YlnLPdfdJHzlGbqbXvKkr4kQp0yDH6E2eds/MzMQdd9yBxYsX65uP+XvhwoX2G8bSScoN1HRjPOaB3EECJEACJEACJOCxBEL8w/HaFT94TH41nf4uuOACbN++XeUmAkUR+n300UdKEFgzYXGd+Pjjj3HGGWeoB0JEYCeiRrkW27RpE4YMGQIR/YkjoNxsmD9/Pjp37lxziFrL/v7+kJc4EcqNCWkXXnihvY+ILP/5z3+q9e+++06NPWDAALUuNzHkYZX4+HiIYEBEitIuvvhiJWK888471fqxfkgZZRFsjho1ql6RosFgONahartwkmtRcZI0m6svq3fu3FnrGBFCZmdn4+uvv661XV8RfjKP3JyRePQmD+fwJo1Og79JgAScTYACRWcT53yuSkCuQcSxeffu3er651jVPVw1fsZFAiRAAiTwNwGp1CQtLi5OiRT/3nPsJf3BMXnojM2xBPTyzvI5WP887dgZOBoJkAAJkAAJkAAJeBaBlKwi+NmMKNbSqjBVIibM+WYajiAa5O8Dq7lKDeVrMyFZc1BkIwF3IrDpw7fwS3b1Z8ShkXHYETcEAb5m9O4Q6U5ptEqsLvXotzgh1nWu0ddLSqpV1HUp1XeM9JHj9GNSUlIwbdo0vPXWWw3+8kHK/c2ZM8f+khvuUoqPjQRIgARIgARIgAQ8jUBRURHeeeedWsLAGTNmQMo/i2OQ3qxWK6TcsjgfiluhNNkmLtiPPvqoKlm8bt06VbJYtsmDITWP18fRf4eGhipR48MPP4xevXph48aN+i777xdffNHusFjXUVseXpEHUkQkqD/UIgfKsmxrSOvevbsSKW7YsAEi0iwrK2vIYarPxIkT1fXmk08+qdbl2AcffLDW8SJkEBGlXFvWbBK3sBPHRSnn/N///leVfpY+q1evxooVK2p25zIJkAAJOJUABYpOxc3JXJiAPBCrP/AgJZ/loQQ2EiABEiAB9ySgCxTF2KChTXdQFGd8NscSkO8VpLG8s2O5cjQSIAESIAESIAHPJSACRZOt2uTB5meCj9mlpD6NAl8V7F/d3+qHQ2n5jTqWnUmgNQlUaff1jqw4jE0HV6swhrUxIcPQHwO7RsNsct9/k85i6lKEAgMDITfIazZ9XUrg1dfkmOJi0YnXbnKcfoyU5BEnHblZLS41UhJQWl5enioPXfvI6jW5SS8lovXX5Zdf3mBxY33jcRsJkAAJkAAJkAAJuCIBEdVddNFFEDfFQYMG2UM899xzIQ7UIh6U0svimChu0vPmzVPCxZp9xemvXbt2yglQlsVBUZqI//SbQGpDnR833ngjFixYgE8++QRPPPHEUeK+xx9/XF0b3nXXXepIcUms+cCILEt5LtkuYj+9yXJjSjDqIsX169c3SqQozhtSevr555+HlEGVdSmJLY6IugPEqaeeChFZyrXkSSedBOHar18/9O3bV5UXk5hnzZqlBIlyY0ZKP1955ZXK1VHPh79JgARIwNkExPlVGks8O5s853NFAnKNJP8Wtm3bph7IcMUYGRMJkAAJkMCJCSQnJ6tOTREo0kHxxHwb20N3UOzTp09jD2V/EiABEiABEiABEvBKAilZxbDaglTuxtAQt2bgGx0DIyq0HMxIOUIHRbc+mV4W/KFff8TvhRaUV5QgMiAMxv5aZbQqM4Z0j/UyEk1L16VKPMsN7bpuMbt27VKZdenSpd4M5Ri5sX7o0CF7CWYRLMrNcNknTdx4ZJzXXnut1hhSSvD+++9XN8Rr7eAKCZAACZAACZAACbgxgQ8//BBBQdUfVGumIWUKx4wZY99UXl6uxIniBHj99dfbt+sLV199NSZNmqQcAMUxQsoVjxgx4ijHa12MJ8fVFOfJck1BoT5ufb+lDLTu2CX7n3nmGXUNJ2WmdbGh9Pn000/th8v1nZSXFmGglF7Um2w/1rWj9BGXQ3HhrtlEpCguinINKdeSco1YU/So9/3888+hu2jINhF3jh8/Hnv37oXc6BLnbnGZFDGn3m677TYlUFy2bJlyXJSS1IMHD4afn5/qIuW0pTT0jz/+qASXo0ePrsVCH4e/SYAESMBZBPS/xxEREc6akvOQgMsSkIdf5WGCf/zjH3j55Zdx9913Q1yg2UiABEiABNyLgP7wXGJiYoMD1z/75eTkKBfdmp99GzwIO9ZLQBco0kGxXjzcSAIkQAIkQAIkQAJHEUjJKESctfr7CN9Y9xZDBcV3Qog5DbmV2rV5kRU5BaUID66+X3JU4txAAi5E4M9P3sfv6ftVRKdFxGBr1Eit1BwwuFuMC0XpuqG4lEDxnHPOwSOPPIKVK1di6NChitr8+fMxZMgQxP71R1ZulIjgUG6Oy03d4cOHQ26ayI14uRksTW5c+/j44Mwzz1Trq1atqnVzXG7+XnLJJUq02JgnJtVg/EECJEACJEACJEACLk5AxHb1Nbme0q+pZL+I++RBD7np8tlnnym3aRHO1WziVn322WfX3NSk5Z9//lk9iHLffffZj58zZ47deVGuAcXxWtpbb72lSkM/++yzqjSyv78/5DpRxJVyvSflksURW64LxbFQXBQlBxENiNhPSlOLGPBYTdwe62s1+YSHh9fXRY1fc4fkJaWmZV4pK/3vf/9bOSV27NixZjdER0fjvPPOq7Wt5kpISEitEtv1CUxr9ucyCZAACbQkAV2gSAfFlqTMsd2JgFyjiIBCxBTiJj1lyhR3Cp+xkgAJkAAJaAR0gWJj7gfIfQf5vCkPr8lDe/KwGVvzCQhPcSaWRoFi83lyBBIgARIgARIgAc8nUFpeCZ/CTNgQA4OmhopIau/WSUcndUWG+QslUAy0AQfSCihQdOsz6h3BW0tKkLylDDuS16uE+3cyY5m1K7q2DeP7t4FvAZcSKMoNcblRfsEFF+CWW27Bvn37IAJFERTqbfny5ao0nrjUSLlBi8UCuXl98803qy8JRLQoN6cfe+wxJVyU48LCwvTD1W+99LPceJYb3mwkQAIkQAIkQAIk4I0EpPxwfn6+emhD8m/KdVFAQECtm/RyA799+/YKpzguSrliaWvWrIH0rdmioqLw7bffKtfFqVOnqms82S/HyY1/EfxJ06/dRCz5/fffY/bs2eoa8LvvvlM3i6SPiBZfffVVyLavv/66lhBT9rdUk7xEeCiui+IYOWrUKFWyuqXm47gkQAIk4AwCFCg6gzLncDcCkydPhpR7lgcpKFB0t7PHeEmABEigaQJF+Ywnn1vT0tIoUHTgm0gqIMjDkvJgnv79gQOH51AkQAIkQAIkQAIk4HEEpLxzdFWRysvflIuEaPeu7NC2Q0ccNGWofCJs5Uqg2L9ztMedNybkWQR2fvMplhZXaaXWK9EuJAaFvftpCRpY3rkRp9mlBIoS97vvvov339dsMX//HSIglJu+NZ+i69GjB55++mm7+FCOue666yAuNeL8U1RUpG4Kjxs3TnbV28RVSMaQm9xsJEACJEACJEACJOCtBBxxc11Ejddee60d4bnnnmtfFkdCKYEsTRwEL7vsMvs+WZC+NfvrO6Vksrzqa3LNJ9dxdZtcNz700EN1N7f4uggr5SWOjr6+vsrFu8Un5QQkQAIk0MIEKFBsYcAc3i0JXHHFFer/+Rs2bIA4KMtDCWwkQAIkQALuQ6ApDoqSnbj1i0AxPT3dfZJ18Ug3b96sIpRKBCICZSMBEiABEiABEiABEjg+gSNZRQivKledTMYCJES6t85FlXM2l6h8Aq0GHNQcFNlIwNUJ7FqgVW87skOFeVp4CHaEngJUAkN7xLp66C4Tn8sJFI1GI66++mr1qo9Sp06dMG3atKN2nX766ZBXQ5o4L9Y3RkOOZR8SIAESIAESIAESIIHGE7jmmmsaf5AbHcGSzG50shgqCZDACQlkZ2erPizxfEJU7OBFBORhCHkoY9asWaryxx9//IFevXp5EQGmSgIkQALuTSA5OVkl0JgSz3KACBSlUaCoMDjkx5YtW9Q4ffr0cch4HIQESIAESIAESIAEPJ1AiiZQDLRVoUxL1GYsR5ybCxTlfBkCtQdV8gAfq69yUPT0c8j83JtA8cFD2HMkGPtT/9Q8Ew3o1jcEv1e20Uo7+6JTgns7mjrzzBidORnnIgESIAESIAESIAESIAESIAESIAEScF0CpaWlqmy9RBgREeG6gTIyEmgFAs888wyGDRuGvLw8PP74460QAackARIgARJoCgFxvC8oqHZlaaxAUaoBSKNAsSnk6z9GFyjWrJxVf09uJQESIAESIAESIAESEAIiUPSxVXuPVVqqEODrcj5kjT5RlogwTeZl1Y4z48gROig2GiAPcCqBLfPewE+F1a6fPcLjcKj7EDX/kO6xdIVvxJmgQLERsNiVBEiABEiABEiABEiABEiABEiABDyZgF7e2cfHByEhIZ6cKnMjgUYTEMfk119/XR332WefQXfjauun5xYAAEAASURBVPRAPIAESIAESMCpBPS/12FhYQgMbFw5PN1BMSMjw6kxe/JkFCh68tllbiRAAiRAAiRAAi1BICW7GLD6q6ENQdW/W2IeZ44ZENcBwab06imLrEjNLnLm9JyLBBpMwFZZiQM/78Sa/SvVMSNjLUi2jFDLQ1jeucEcpSMFio3Cxc4kQAIkQAIkQAIkQAIkQAIkQAIk4LkEdIEi3RM99xwzs+YR6NevH0aNGoVK7cvJ//73v80bjEeTAAmQAAk4hcDhw4fVPI11T5SDYmNj1bFpaWnqN380j4C4de/evVsNQgfF5rHk0SRAAiRAAiRAAt5DQBwUy63VZWQtUVEekXhMUjeEm6uv04NsBuxK1uo9s5GACxJIXfITNtrikJZzAGajCdEjkmCtCIWvjwkDu1Q77rtg2C4ZEgWKLnlaGBQJkAAJkAAJkAAJkAAJkAAJkAAJOJ+ALlCMjIx0/uSckQTchMDtt9+uIp09ezaKiviEv5ucNoZJAiTgxQSaI1CMj49X5FJSUryYoONS37p1K6xWK6K0G+txcXGOG5gjkQAJkAAJkAAJkICHErBabSjIyUV5VZDKMKRtokdk2rZrL4T7JFfnpFV63pWc6xF5MQnPI7Bl3vtYkrpHJXZSeBT2JJ2ilkf2joefxf3LrTvzjFGg6EzanIsESIAESIAESIAESIAESIAESIAEXJhAdna2io4CRRc+SQyt1QlMmDABXbp0QU5ODt54441Wj4cBkAAJkAAJHJ9AcwSKuoiOAsXjM27o3nXr1qmuAwYMaOgh7EcCJEACJEACJEACXk0gLbcEMdZ8xcDHUIS4xGqHb3eH4hcajUCf6hLPodYqChTd/YR6aPzFyck4cCQQ63f/rDI8qXcw8kv6qeUxJ7Xz0KxbLi0KFFuOLUcmARIgARIgARIgARIgARIgARIgAbciQAdFtzpdDLaVCBiNRkydOlXNPn36dOzYsaOVIuG0JEACJEACDSGQrN1UktaUEs90UGwI4Yb3Wb9+vepMgWLDmbEnCZAACZAACZCAdxOQ8s5RthIFwdeUh/iIQI8B4htkU7n42Hywhw6KHnNePSmRbXPewE/aP7/S8mLE+gfDOvwkVNl8ERcRgD4dWYGoseeaAsXGEmN/EiABEiABEiABEiABtyCwd+9elJaWtnis4saRm8vyAy0OmhOQAAk4hYAuUIyIiHDKfJyEBNyVwA033ICzzz4bxcXFuO+++9w1DcZNAiRAAl5BQHdQTExsfDk8XaCYkZGhShN7BbAWTFJ3UBw4cGALzsKhSYAESIAESIAESMBzCBzRBIrBNq0GsjRjCRKiPEigGJMAP2MeDNp/KLJCcmUjAVchUFlUhF2/7MOy3b+qkEYlBOOg5TS1fNagtjAYtPctW6MIUKDYKFzsTAIkQAIkQAIkQALuQUBunkybNg3ypX/nzp3VDfQPPvgAVVVVtRK4/vrr8eGHH9baJitz587F5MmTj9ru7A333HMPXn755VrTbt26Feeddx7eeeedWtvrrnTq1AkrVqyou9nh65MmTcLrr7/u8HE5IAmQAAm0BgFdoMgSz61Bn3O6EwH5EvK5555TIX/33Xco0r60ZCMBEiABEnBNArpAsSkOitHR0TCZTEqcmJ5eXYLONbN0/aisVis2bdqkAqWDouufL0ZIAiRAAiRAAiTgGgTEQdHfVi3rsZorERbk6xqBOSCKoLa9EG6udjsPshpZ5tkBTDmE4wgc/OwzbPJpj0Pp22EyGJEwugMqSuM1YSJw1mCWd24KaXNTDuIxJEACJEACJEACJEACrktg3759OOWUU5CQkKBEirGxsVi+fDluuukmLFmyBG+//bY9eFlv27atfV1fkFKFS5cu1VexcuVKiCNh3SY3Fbp37153s8PWJe4uXbrYx1u7di3Gjh2LCRMm4Oqrr7Zvr2/h+eefV+LM+vZxGwmQAAmQQP0EKFCsnwu3kkB9BPr06aOuU3bt2oVPP/0U11xzTX3duI0ESIAESKCVCTRHoGg0GiGfqY8cOYKUlBTojoqtnJJbTi/fM4jzcHBwcK3P+W6ZDIMmARIgARIgARIgAScRSMkqRrTNT81WFWBx0qzOmSa2U19EmBcgpbyX5hJpUALF0/q1cc7knIUEjkOgymbDpo8XYemhYtVrSEQ4DrYbDeQDAzpHIzrM/zhHc9exCFCgeCwy3E4CJEACJEACJEACbkpAXBGjoqLw66+/ws+v+oPrqFGjMHz4cIwePVoJ/C6++OJGZZednY3k5Oon2WoeKO6Mzmq//fabEibKzf+XXnrJbp8uwsmgoCCVq+QcHh6OkSNH4qyzzlLLNeNbv3499uzZg969e6Njx46QGyQisPTx8bF3279/P0QIGRAQgFNPPRWBgbVLJmRmZiq2Mo/sZyMBEiABTyJAgaInnU3m4gwCN954o3ogZObMmRQoOgM45yABEiCBRhKorKxEWlqaOqopDopyoIgSRaCYmprayNnZvSYB+TwurV+/fvbP8zX3c5kESIAESIAESIAESOBoAuKgGGoNVTtMURFHd3DjLX7x3RHpc0BlEFppwM7kXDfOhqF7EoF0zdzlkLkn1u96WqXVe1gkkgt7q+WxQ5I8KVWn5kKBolNxczISIAESIAESIAESaFkCIr77+eefMX/+fLs4UZ9RRIqnnXYa3nzzTTRWoDhu3DjIq7WalE688MILMXXqVDz66KO1wrjuuusgZbeknHNMTAwGDx6sBIp9+/ZVLE4//XTV/+abb8a7776LYcOG4dChQzjzzDMxe/ZstZyYmKj63Hnnnapcs4whIh15LVq0CHr5qV9++QUTJ05Eu3btlChS3DRKSkpqxcMVEiABEnBnAiJIl8YSz+58Fhm7MwnIgyEPP/ywerhBrlfE6ZmNBEiABEjAdQiI66FNc7+wWCzqc2NTItNdE2UstqYTWLdunTp44MCBTR+ER5IACZAACZAACZCAlxHIzcpBma1aoBiQeHQ1LHfGYQqKRLB/BpAHBGhlrLcdykNVVRUfZnHnk+ohsW95Zx5+zQtHaXkx4vz8UaKZolTl+irnxBG94jwkS+enQYGi85lzRhIgARIgARIgARJoMQIbNmxQY4tbYn1NtotAsWZbvHgxCgoKam7C77//Xmu9NVcklnnz5uGpp56CCAjrNoPBoESEUoa6V69edXer9e+//x5vvPEGli1bhqFDh0JcNERoWLPJHO+8844SGPTo0UPtuvXWWyECSHF6sFqtqqz05ZdfjlmzZqn98vuWW27BpZdeWnMoLpMACZCA2xLQHRQjIjzriWy3PSEM3OUJyL+Vf/3rX3j55ZeVg6Jci8XF8YtKlz9xDJAESMBrCOjlnRMSEpp8o5MCRce8XXSBov4AoGNG5SgkQAIkQAIkQAIk4LkEsvNLEV0mDxMHwWIoRFxiV49L1hwRi8D0LBTZImEuseFwZhESo4M8Lk8m5D4EsjQzlP2F7bBy+6cq6KHdw5FXOkQtTxzRASaT0X2ScbFIKVB0sRPCcEiABEiABEiABFyXQGFeLl67e4rTA0zs0h2XT3uwQfMWFRWpfsHBwfX2l+2FhYW19pWXl9e7rVanVlwR8aQICqWk8rHapEmTjilOlGMWLlyoyjGLOFGa2WzGbbfdpoSNaoP24/3331cujeKmqAs2pZz0q6++CnHKkBtbBw4cwD333KMfogQJ06dPt69zgQRIgATcnYAuUKSDorufScbvTAIzZszA0qVLsXHjRuX2LNcUbCRAAiRAAq5BQBcoNrW8s2ShC8/poNj0cyrfO8hDhdKkqgEbCZAACZAACZAACZDAiQkc0co7R1WVqo4WUy7iIwNPfJCb9fBL6IGoPftQVBaJEK3M8y6tzDMFim52Ej0s3C2vvYPN5j44lL4dJs0gJXxCN6SWJiDA1wyWd27eyaZAsXn8eDQJkAAJkAAJkIAXERBr+eI6ToPOSL+0qLag8HhzRkVFqd1paWmoz/1Ktks55JptwoQJeOSRR2puwv33348FCxbU2tZaK1JaWso133DDDSqEa6+99qhQpOTy8Vp6ejr0Ms56v7rrBw8exB9//KHEjHof+S1M8/LylEhR3BprzmUymWqt1zyOyyRAAiTgbgTk/3Ms8exuZ43xugIBPz8/5cJ80kkn4YMPPsCUKVMovnCFE8MYSIAESEAj4AiBIh0Um/9WWr16NUpKShATE4Pu3bs3f0COQAIkQAIkQAIkQAJeQCBFEyiG2Gwo13KtMpVoAsUAj8s6smM/RK34DgfKBiPEasSOQzkYNSDR4/JkQu5BIGvlKuzOjcWv279UAQ9oG4b8gNMg/wgnndYZQf4+7pGIi0ZJgaKLnhiGRQIkQAIkQAIk4HoEAkNCcMtzM50emI/Ft8FzikOgj48PvvvuO+hlivWDRXgipY5POeUUfVOjfz/33HN4++23sW3bNnXse++9h6effhq+vtUxioPQ2Wefrfbdfffd+PHHH1UZLSl7eOqpp6rtUmp55sxqjlKyWVwKT9TE7VCaiBRFJFj3GKPx+Jbq4gS2a9euWtPUdb8I0c7vjTfeiBdffLFWP31FxJ3CMDc3t5b4U3cb0/vxNwmQAAm4KwERY0s5e2l0UHTXs8i4W4vAwIEDIQ9RyHXSrbfeqlyi5JqFjQRIgARIoHUJUKDYuvz12X/55Re1eNpp2s09NhIgARIgARIgARIggQYREAdFi82sBIplJiuiwzxPoOiX2BdRltcUj1BNoLh+V0aD2LATCbQEga2z3sGeoOHYuOcpNXzHC9ojP683woN8ccEpHVtiSq8akwJFrzrdTJYESIAESIAESKA5BIxGE2ISj+/U15zxHXGsCEpExPfkk0/i3HPPRefOne3DipBw9+7dytnHvrERCyJKXL9+PZKTk+1H5efn47rrrsNdd91l3yYLIpBct26d6i/CQHFBlLnl5pCIGDdt2gSb9uRfv379MHbsWHvJrFqD1FkRkaIIBK+//nq1p65IsU73WqtjxozBW2+9hS1btqB3795q7lmzZtXqIzGKePKhhx6qVU5aSlFZLBYMGjQIgYGB+PTTTzF58mR17PLly3Ho0KFa43CFBEiABNyVgO6eGBQUpP7uuWsejJsEWouAXH/JdYK4RM2bNw9XXXVVa4XCeUmABEiABP4ioH9+bU6JZzooNv/tRIFi8xlyBBIgARIgARIgAe8jkJJVjGBrdVnnygB/mIye9yCkOaoTQi3pMBu0UtZVfshKKUJ2fikiQvy874Qz41YlIO6JO7Oi8Mehb7R7iFZ0jQ6Crc1oINMHl5/ZFX4Wyuuae4JIsLkEeTwJkAAJkAAJkAAJuBiB559/XonmxMnn4osvRmxsLERIt2LFClV+ULY3tomYUNwO33nnHXz99de1Dl+5cqVyRBw5ciQGDBig9v3www+46KKLlNth165dERwcjB07dqgb9meeeSZE/CJN3BPkRsUll1yi1k/04/bbb7eLFMWV6Oqrrz7RIWr/eeedhwsvvBAjRozA6NGjsXfvXrvDpO6+OG3aNOX4KOWkL7vsMoijoogqN27cqISWErMID4TD9u3blVjxiy++QPv27RsUAzuRAAmQgKsT0B1hIyIiXD1UxkcCLklAylbed9996vXaa69RoOiSZ4lBkQAJeBsB3UExMbHpZeJ0gWJqaqq34XNIvpWVlVi2bJkaiw6KDkHKQUiABEiABEiABLyEQEp2EXys4SpbY1SUR2Zt0KpjGaK7Ijp7D1LKeyGsUnNR3J2B0QPbemS+TMo1CVRp90A3vDAbRyLHYdXi6ipr3SYmojhnoFZaPRBjhyS5ZuBuFtXxa+G5WTIMlwRIgARIgARIgARIAPD398fChQsh4rm4uDgUFBQoN8WdO3cedaP8sccewznnnHMUtokTJyonQX3HSy+9pAR++o0ZfXvPnj1V6WZxGBSXoLlz56pdmZmZiI6O1rtBbthnZGSoV93t6enp9n51F+644w5cccUVtTbLNsmtuLhYvcRZsb4cpIx0ly5d1LEiZvz444/x5Zdfqr5vvvmmckE0mUz2cs0BAQFYunSpKvEsJU5FqCMOj++//759finZKGOIk6PZbMa3334LKXutl7W2d+QCCXgQARE3P/rooxCh76hRo3C8f7M105YS7yJcTkhIwBlnnIFVq1bV3M1lFySgCxRZ3tkFTw5DchsC4vAs1xfyt1OuvdhIgARIgARal4AuUGyOg6J8rpZWVlaGnJyc1k3IDWdfu3YtCgsLIdeYvXr1csMMGDIJkAAJkAAJkAAJtA6BkrQUVGquggbYEJDouYK9kA79EWup/g5FBIrrdrLMc+u847x31sPafb9d1p5YufNHlJYXI05z8PTveTpsmoPpNWO6w2yitM4R7w46KDqCIscgARIgARIgARIgARckIE6B8jpeO1bpwWHDhkFe0sQl4u2331YuiSLgE/GeuB6K84GIjuQlTUog33LLLcrVUESSIiDUmyyLAFBeNUsiFxUVqW16v7q/L7jggrqb1LoIKPV2/vnn64u1fk+ZMqXW+v79++3xlpSUKIfHU089FX5+f5cKENHhpEmT1KvWwTVWzjrrLMhLb0lJfHJKZ8Hfnklg9uzZ2LdvnxLzyt8AuTF7oibOoyIcFicx+Tcq4mVxT5Xy7nQdPRG91ttPgWLrsefMnkNARCzy908cp++9914sWLBAOUp7TobMhARIgATci4AjBIryQJ6I6+RaKSUlBeHh1S427kWi9aLVyzvL5295eJCNBEiABEiABEiABEjgxASKSioQWiIPx4TDz5iL+NhqM4YTH+l+PXzb9EGcZakKPMxqxNod6bDaqjyypLX7nR3Pj7hSu0+59s0vkd32Mvzx/dMq4e7nJKAoZwi6twvHqf3aeD4EJ2VImaeTQHMaEiABEiABEiABEnBXAuIWOH78eOUW+L///Q9SnmnRokVHpSMiRB8fH7VdnAfXrFmjlkXMtGvXLnTv3l05EurbZacs9+/fX/Vr6R/XXXcdOnTooBzd2rZtq1yNpPwiGwmQwPEJzJkzByJMlBLrDW3iLCoi50ceeUT9G3/xxRchYt5XX321oUOwXysQoECxFaBzSo8k8OCDD6prInF8lmU2EiABEiCB1iEgbofycJo0cfVuTtOPr/nAXXPG86ZjawoUvSlv5koCJEACJEACJEACzSEg5Z0jbOVqCLMpHwlamVlPbZY2fRFuPgizoRQ+VQZYCyqweW+mp6br8XmVlVYiK7UIGYcLUJh3YrOD1gayZ/abOBA5Clv2/obcwgwE+ZsRO3gorOWRuOGcnq0dnkfNTwdFjzqdTIYESIAESIAESIAEHE9Ayjo/++yz9oFff/11zJgxQ63feeedyoFQShl+9NFHkFLQ0q688kolTnrooYcg5ZxuuukmBAYGYvjw4eq3rNtsNlWCWpwXndEWL16MzZs3qzLT4n4hwkiJm40ESMDxBOQm5OTJk2sNLA6KP//8c61tXHEtAtnZ2Soglnh2rfPCaNyPwODBg/HOO+9AnKpFoH333XcjLCzM/RJhxCRAAiTg5gR098SoqCj4+vo2K5suXbqoz5Py8N2YMWOaNZY3HSyf+//44w+VslRhYCMBEiABEiABEiABEmgYgZSsYgTaAHncptJUhviIgIYd6Ia9zJEdYPQP0VwUtyO5rD8iK4z4ddMR9O8c7YbZeGfIqZoYcfFXO5G6OxdVxdZaEKqspTCaitC+ZyTOu+F0+AZYau1vzZXC3bux5vudKOlwPn7d8IQKpevZ8SgpGIErz+qGXu0jWzM8j5ubAkWPO6VMiARIgARIgARIgARalsCSJUvsE0ydOhXr16+HuCz++9//RmxsrNoXHByMlStXKjHShAkTMGTIEPsx33zzjdpuNBpx+umn27e39IKUbx4wYEBLT8PxScDrCcjfg+TkZIhTac0m6wcPHqy5yb4s/T/++GP7uiyIWyubcwnQQdG5vDmbZxOQhzXkAQ8pbS9l7m+77TbPTpjZkQAJkIALEpBrTGlt2jS/JJcIFKXt3LlT/eaPhhHYsGED8vLylFBfKi2wkQAJkAAJkAAJkAAJNIzAkawimG3VD9kUa3VR4zzYQdFgMMCv7QC0ydmiBIoRlSYs25KCKef3ZZnnhr1dWq1XdloRFn26HYe2ZMFQIwpTZQkMtkpU+gTCYPJDFfywbyvwyq2LkBCYhTMuG4T4Ya37+cCm3X9Y9eAMHGl3HnYeWoPDWXtgNhvReWQfjOh4Mq44s1uNjLjoCAIUKDqCIscgARIgARIgARIgAS8icNJJJ9mzFXdFedXXgoKCcO655x61S4SCZ5111lHbuYEESMAzCFRUVCjRsl7yXc9KXGuk5Ht9raCgAKtXr661S9xW2JxLQBcoRkREOHdizkYCHkrg5ptvhrxefvll3HDDDcpF2kNTZVokQAIk4JIEdAfFxMTEZsfXtWtXNYY4KLI1nMDSpUtV55NPPhnykCIbCZAACZAACZAACZBAwwikaAJFkzVYdS4NCICvj2dXg7K0G4Q229/U8q1CiNWA4oIybNLKPA+gi2LD3jBO7iUmBT99vQtrv9svp0yJE0OytiAibTWC8jWhnyZQlGYzmFAcnISCsM7IiR6Icv9oTYSaiHlvH0S7txZjzJ0TENazh+rr7B9733wb26oGwmbyxY8rZqvpu58ZB4vxLPxrQm9nh+MV81Gg6BWnmUmSAAmQAAmQAAmQAAmQAAmQgHMIWCwWVUKvsLCw1oT5+fkICQmptU1f6dGjhyoTr6/L79DQ0JqrXHYCAV2gyBLPToDNKbyCgJR4fvLJJ7Fv3z688MILePDBB70ibyZJAiRAAq5CQHfvdoRAkQ6KTTurixcvVgeeccYZTRuAR5EACZAACZAACZCAlxJIychDpDW8OvuoGI+n4NtuIPxN2vfH5iPIr2yDiEojftPKPFOg6Bqn/peNh7Fo5QEkRAWiS0wINn97AFXZ5Sq4gNxdSNy3EAFFh2sFq+kWYfWxIKD4kCZa3Iu4gz8gP6In0tqOVqLF/eiHd59ajT5Rn+OUR/4NixPvBxTs2IGVX25EoVbaefve33Aw+yDMFiN6ntEHN435B/x9KaWrdTIdtMJH1hwEksOQAAmQAAmQAAmQAAmQAAmQAAlUE+jevTu2b99eC4esixCRzXUJZGRkqOCio6NdN0hGRgJuRCAwMBBPP/20injWrFkQh1k2EiABEiAB5xHYu3evmqxjx47NnlR3UDxw4ADKy6tvxDV7UA8foKSkBL/88ovKcuzYsR6eLdMjARIgARIgARIgAccSqDxySDOmM8FkKENom+Y7gjs2OseP5pPQFzCakOS7QQ0eU1Fd5tlqE5kbW2sS2HYgG8/MX4uNezKxdNlBrPxgpxIn2qpsiN/zBbpueb2WONF/5GkInv4UBv30KyasW4VxG9ah92df48j4f6IQRei88RW03fkRzOUFKAuMw5qigZh3xRN454k5yMitdl5syXwrNCOFP6Y9icPtxqtKUEuWz1LT9TwrHlGB52Fk74SWnN6rx6ZA0atPP5MnARIgARIgARI4FgG99FBlZeWxunA7CZCAFxKQvwkmk2eX02jKaV24cCE2btxoP/T888/HJ598gqKiIrUtOzsb0ueCCy6w9+GC6xFIT09XQcXEeP5T2a5HnxF5KoGLL74Ybdq0QUpKCh599FFPTZN5kQAJkIBLEnCkQDE2Nla5gVutVujjumTSLhSUlHcuLS1FUlISH1RyofPCUEiABEiABEiABFyfQF5RGcKKc1Sg/qYMtI+rvyqN62fS8AiNFn/4xPdCe7/V6iBxUCwuKFdlnhs+Cns6mkBxWSWenr8OohMN1EpvDyiywL/KgApbKbpueBGxKb/bpwzUHgwb9tF8nDp7JkZcOgHRsX85gGo92nTvgOueuRunfzQPa654GDmGQnRfOwNhGeuUMDUj8UyUbC7CJ/+8A4f2p9jHdPRClfZ5bvXUB7AtfByqTBbs2fwxDhZmwcfPhO6n98OtEy519JQcrwYBChRrwOAiCZAACZAACZAACegE/Pz8YDAYkJmZCbkBwUYCJODdBGw2G3JyciACRX9/f6+CMXfuXIwYMQK33HKLylvEh7L+ww8/2DlMmTIF8+bNs6/fcccd6gbuyJEjMXXqVNVfXBVvuOEGex8uuB4BOii63jlhRO5PwGw2Y9q0aSqRJ554Am+++ab7J8UMSIAESMBNCOhCQkc4KErKepnnXbt2uQmB1g1z0aJFKgC6J7bueeDsJEACJEACJEAC7kfgQGoBQq3VzoE2cxGSYoPdL4kmROzXYZhW4jkdFnMmDNp/0ZqL4m8bjzRhJB7iKAIf/bQTaTnFCK40oH+hBRZNnFhaVYK+q2cgqOjvcxN18skY/vFHCO3d+7hTd0wIxYP3TcLgma/g17MnI/jwYuWmaLSWoTCsK0qiz8bP19+PL17/FOLcWFruWBOZbc+9gPV5PVDuFwFzcRq+2zhfxdtrTDyGdbwU3dr9Lao8biLc2SQCLJzdJGw8iARIgARIgARIwNMJiENafHy8crvJy8vz9HSZHwmQQAMJhIWFITjYO74Q0pEMGDAA//rXv/RV++9OnTrZl59//nl06NDBvh4aGoqVK1cq0eL+/ftx77334vLLL4fFYrH34YJrEZD/1+nlClni2bXODaNxfwK33norcnNz8fDDD0NEitdffz10t273z44ZkAAJkIBrEpDywqmpqSo4RwoU165di507d7pm0i4W1XfffaciGjdunItFxnBIgARIgARIgARIwLUJHEgrgNkaoILM14r5eIODoiTr22E4Cn5/A10CVuHP/PGIkzLPf6ZgygV9YTIaXPukeWB0Ikz88o+9CNCcE/sWW+CjiUZjE/0R//0MoKLAnnH8+PHo/cTjMPr42LedaGFojzgMfvp6bN19Dvb89zV0XfYiDnS7AiVBbZHS5TKUf/s7vl74I37rcTb8Av3Ru0MkLj+zG7omhp1o6GPu3z1rNv5YoQkhY/vBWFmKQ8tnILm4FJYAE3qd3BN3XHjVMY/lDscQoEDRMRw5CgmQAAmQAAmQgAcSECFSYGAg5MYGXRQ98AQzJRJoBAFxVBVnVXl5W+vbty/kdbwmJUzrtqCgINx00011N3PdRQno7okiwPXG97mLnhaG5UEExEXx1VdfxYEDBzBnzhwlUvSg9JgKCZAACbgcAd09UT7Xy8sRrWvXrmoYOiiemObu3bshnHy0m5SjR48+8QHsQQIkQAIkQAIkQAIkYCewPzUfFZWRaj3HNwQRId7xnbSl3SCt3K8Z3X2XYjPGIcRqhDW/DJv2ZGJAl2g7Hy60PIH1uzPwwifrYSy3oW+RL3w058SgaF90WP0ySnMy7AHET5iAPk89qSrS2Tc2cEFEp326xqPPy//B4ZVrUXH3fcgPHYyMNqchK+Fk+BWl4uI1n2BJt9OwsrQSK7elYdzQJHRpE6ZcRXskhTd43p0vv4KlSwuREzsEqLKhzfb3MSN7j4q099g2mDzmzgZGzW7NIUCBYnPo8VgSIAESIAESIAGPJyBfpsuLjQRIgARIgAQ8mUB6erpKLyYmxpPTZG4k0GoERPj7wAMP4I477sD06dNxySWXQITcbCRAAiRAAi1DYN++fWpgR7knymB6iWc6KJ74nC1YsEB1GjVqFP9/d2Jc7EECJEACJEACJEACtQhkaxVp/KoCNb86K4wJ7Wrt8+QVoyUAlsR+wMG1gEUTwZXHIKHchF83HaZA0YknfumGZDz38XoYKqswoMiivRcNqPQ14KSC/yFnzw57JGH9+6H3Y482WCRoP7CehTZDB2Hi91/h+2mPInjDGzjY9TKUBsYhrevVGL1/EfYG7MCaTqdh0coDWIQDaoToMH+c3q8Nzju5IyL/EvGmZRdDxJUVlTYkxgShe3wg1jz0BLbuD0Fu7GBNnGhF+x0fYJ5xJbKzy+AX7IP+I7vilD5j6omKmxxNgAJFRxPleCRAAiRAAiRAAiRAAiRAAiRAAiTgZgR0gSLLO7vZiWO4bkVgypQpeO2115Sj1FNPPaXKPbtVAgyWBEiABNyIgO6g6EiBou6guH37djci0Tqhfvrpp2riSZMmtU4AnJUESIAESIAESIAE3JiAMe2IFn0nBJgy0a6NJtjzoubbcQTKNYFi74g12Jo6HjGaQPGXNcm46qzuLuckWVlhw6Fd2aiqAvwCfGDxM2H9/kz8sDEZpeVWxIQHKMe//p2i8OeBbBzOKNL6VqGvtp4Y7ZoPrW7U3Cqf+WgdDDaoss6BNiO0StsY1y8fmS8ssr8T/eLj0f/ll2G0WOzbmrtgCfDHuTNnIGv5cqx94D/YGzkaeZF9kNLhXETl7cUlq+ZjVfuB2B3fS02VkVuCT3/ZjW+W78NYzVkxK68Uv29Jgc2mnRCtReWn4sytPyCv7TiURCdqOVUiSXNO3Nj5EBZ/LP/GgIEXtsPtFzyplvmj5QlQoNjyjDkDCZAACZAACZAACZAACZAACZAACbg0Ab3EMx0UXfo0MTg3JyCu3M899xzOO+88vPDCC5g8eTLatfMeJwQ3P30MnwRIwM0ItIRAsXfv3jCZTEhJSUFqairi4uLcjIpzwt2vOf6sXbtWsbrgggucMylnIQESIAESIAESIAEPIZCVX4rg8nKUST7mfFXK1kNSa1Aa/l3PQMHSV9HP9BNWG8cg0GZCdLEB85fsxJTz+zZojJbuVKUJ4Fb9eAArvtuL0uLKo6aT4tzFPiVIDtiLx3dsRnllBGxVxlr9BneLwQ3jeyIpLqTW9tZcKSyp0JwT10kFZPQs9kGoVmIbZgOuvL4T9tx8hT00g9mMAa+8DN/I6jLk9h0OWogcPhyjvpiP2Mcfx5Z123Ck43koCu2IopD26Je2EgMPvo8/47tjhyberTRZUKKJQb/4ba999khNmDhw33JE2QKRqjkwVml9TBWFSNrxIdZ1C8aX+/egvNiKiLYBGDCgP/p0OMl+LBdalgAFii3Ll6OTAAmQAAmQAAmQAAmQAAmQAAmQgMsT0B0UKVB0+VPFAN2cwMSJE3HGGWdgyZIluPvuu/HJJ5+4eUYMnwRIgARck0BLCBQDAgLQo0cPbNmyRQnwzjnnHNdMvpWj+uyzz1QEp59+OqKiolo5Gk5PAiRAAiRAAiRAAu5F4EBqPixWXyVQLDJZNQFbsHsl0MxofRJ6wxgUDRRmICg6A1VpcUgsN2OxVtr34tM6K1fCZk7RrMNzM4qxcM4WHNmbq8axaoqrUkMRfGCDyWqB0WbRSnMbEFDhjw55bZBkqERB+HakB6cjvawdKkoS1XFrdqRj3a4MXDu2ByZpeblCm/nFJmRqLoSdSs2IrtRsEzV94hW3D0bKU1NRWVhoD7HzlFsQon0uasnmExqKfs8+i5hvv8Wm51/D/rCTkRs9EFlxw4HYoeiYswMD132DYu1fSrZfAMp8/OFXUYzIkhKY/BKQ0eZcpPhUu1QGaX2j9i/EupHnYEfIPOyYk6pCH3ppR0y/8qWWTINj1yFAgWIdIFwlARIgARIgARIgARIgARIgARIgAW8joDsossSzt5155tsaBMQ9cdCgQZDyl/Pnz8dll13WGmFwThIgARLwaAItIVAUYPL3WwSKa9asAQWK9b+FdIEiyzvXz4dbSYAESIAESIAESOB4BPanFaBCc9yTlmb0Q/tY13HYO17cjtpnMBjg3+0MFK39GBM6b8MnGTHw18oMxxUblYvibRf1d9RUjR7ny0+2YvvSZFX+uBJVOBB+CKXtv4DZt1qsqAasMmhufQEIzu6B0PSB8CuOR2h2b+0FJPllITtsI7IqY5BVHq9KEb/97VZs2puJS0Z1Qa/2LeNI2JBEl25Ixi8bDyOhzIS2miBUiiSP/2cvVG34CdkrV9qHCO3XDx2uu86+3tIL8ePHI/q007B39hvY8sXrSI0/TRN8dkdBRA/1kvmN1jIEaC+rOQAZxr8lcJbSLMQkL0FUGwP6fjIXK7+eihWv71IluZMGR6J/+xGIi6wWjLZ0Hhy/moCmeWUjARIgARIgARIgARIgARIgARIgARLwZgJ0UPTms8/cnU2gn/Zl7vTp09W0zz//vLOn53wkQAIk4BUE9u3bp/Ls2LGjQ/MVgaI0KWHMdjSBQ4cOYdWqVTAajbjwwguP7sAtJEACJEACJEACJEACxyVwZJ8merOFaX2qkBMUi5BAy3H7e+JOP02gKC0843eUxlfnn1Rmxi+rDiElq8jpKecVlOHx+5Zgx5JqcWKuuRy7u3+Cym5zaosTJTJDFayWIuTGrcGBvm9gf+83kBuzBjZjGSylkYhLHYpemR0wrLgKsRVWOc1YvT0dd8/6A3f89zfs1xw0nd0OaqLYVxZsRESFEV0090RpPU9vg+7dA7Hrxb8dBk3+/ujz1JMwmDR3RSc2c2Agut55B8Z9PBOjh1nRZ+dMJTwMyD8Ag7UCNpMvKi0hqNLEiQZrOYI1x8Sk7e9hpPlnjHnsWoyZ+wayK1OxaedapGzNg0krWz3s/M544Fp+J+fE06im+ls+6uyZOR8JkAAJkAAJkAAJkAAJkAAJkAAJkIBLEKCDokucBgbhRQT+7//+D08//bQSuKzUnkQfOnSoF2XPVEmABEigZQmkpKSguLgYJu3GWbt27Rw62eDBg9V4FCjWj3XOnDmaI0kVpLxzTExM/Z24lQRIgARIgARIgARI4JgEyg7u1/YlwN+YjbiEpGP28+Qdfp1OhsE3CNa8FFxxlg0fzrchzGpEpyIzvl62D5PP7e209FOPFOCtZ1bAp7RKK+KsuSaGpKO0y1wYfUpqxeCvlRMe0uEMdIrujcTwTgjxj0BRWT4OZu/C+oO/YsO+FxCU1VNzVuwOv6IEWCqC0aMSSNTG2eZrRLGpCtsP5uD2mb/h3ssHYVjPuFrjt9RKTkEpHpmrPWBUYkPP4r/KUycFYuKlvbDl4YdRkZdnn7qTVto50MGfr+yDN2DBPyEB3e68E52nTEHG0qXI3bAReVuXISs5G5WVVfC1GBEaF4qI4QMRN/ZBhHTvZh/1uc+nYtXH1Q+x9RqbgFO7XIhA/+oS0PZOXGhxAhQotjhiTkACJEACJEACJEACJEACJEACJEACrk2ADoqufX4YnecRiIyMxCWXXIK5c+fiiiuuUKVCw8LEIYGNBEiABEiguQR27typhmjfvj18fHyaO1yt48UFV4SPR44cQWpqKuLinHPjsFYQLrpSXl6OWbNmqegmT57solEyLBIgARIgARIgARJwXQLyoIcxRwRhCZrLWx6S4oJdN9gWjMxg9oV/j7NRvOFzJOb9jvIOp8O2uwxRlSas/eUgysb2gK9Py7v4HdyVgw9eXgMfTfxWrjkj7o7bAGO7r2E0/J282WjB2b3+gfF9rkKApbbgLSIwBm0jOmNk53HIKDiC7//8CD/v+ASwGhCeMgyRh09BcIU/BlfasMvPihSLFWWaq+KMD9fijbtGISY84O+JWmApv6gc9765HFkZRRhY5AvNfxCVwSZMvnsYcjdtwuEFn9tnDercGUlXXmlfb80Fk68v4saMUa+GxDFjzv1Yu3Q7CjLKEBhhwYBTu+GWf0xryKHs42ACLPHsYKAcjgRIgARIgARIgARIgARIgARIgATcjcDhw4dVyPHx8e4WOuMlAbcl8MQTT6BDhw7Ys2cPxFGRjQRIgARIwDEEduzYoQbq1u1vxwzHjAwEBASgR48eaji6KNam+sEHHyjRZmJiIi666KLaO7lGAiRAAiRAAiRAAiRwQgLpuSXwraz2GCs1lSMpNuSEx3hqh4A+56rUSv78FmNPS8JeP81uUGvtC02Yu2CzWm6JH8kZhVi9LQ0fvLMBH76wGkZNnFhgtGFbu99hSvoahhrixI5RPfHkhfMxadDNR4kT68YWHZyAK4fdiennvIH4iHbIbvMH9vaficLQ3TBWGdGtxAc9i3xg1ko+i0hx9sItdYdw+PrLCzYgObUAfTTnRL8qA8q0Z7sm3zsMPmYjtv7n8Vrz9Zj+AIxm9/O/S80+jJX7FmHLd9XffQ+/siNuOvvhWrlxxXkEKFB0HmvORAIkQAIkQAIkQAIkQAIkQAIkQAIuR6CsrAxZWVkqLrmhzEYCJOAcAm3atMH8+fOVE9e8efOwYMEC50zMWUiABEjAwwm0pEBR0A0aNEgRXLVqlYeTbHh6RUVFmD59ujrg9ttvh9kNb142PFv2JAESIAESIAESIIGWIXBAE4vZKkPV4JkmC9p7qYOiAPDtOALGwAjYirKRVLENyZq7YJbZCpPm8pf6SxqWrjqIguJyh52I0vJKPD93NZ577Fd8/4om3FuVDs00EenanLvb/wi/+CW15hrV7QLcO+41RAU1zlG9Q1QPPHLuHJzc+RxYLYU43P0DpLdbjCqDFTGaQ+TgAl+EVBqw7M9U/LDmYK05HbmydEMylm1J1co6+yBYK59dqSnHrrh9MKIiA5Gy8BsUbNtmny7+3AmIGDzYvu5OCw+8fSN+e28XqmxAhyGR6J10Eob1O9WdUvCoWClQ9KjTyWRIgARIgARIgARIgARIgARIgARIoHEEdPdEcQRiidnGsWNvEmgugaFDh+K+++5Tw9x0003IyMho7pA8ngRIgAS8nkBLCxRPPbX6htYPP/zg9ax1ADNmzFBlrzt16kRXYB0Kf5MACZAACZAACZBAIwns3peCYmuUOmq/IRTtYoMbOYLndDcYTfDvNV4lFJW2FO3igrA1oAJFmpuhr+b2t3juVvzr2SU4lF7QrKTFrfCLX/bggQd+QsXybMRXmOEjboKaOnGbfzkOJi1BQMzyWnNcNuQ2XDX8bphNmuVgE5ocd93J9+OCATdC01siJ2E5DvR6G+V+WcrJcECRBUmlJryyYCO27Kt+qLwJ0xzzkJyCUrz21WZ0KjWrstk2VOHsa3uiUydNEFpejl2vvGI/1uTvj2533WVfd6eFl957ApvWbEXWgSJYAs0YcWF3PHrjTHdKweNipUDR404pEyIBEiABEiABEiABEiABEiABEiCBhhPQBYri5sZGAiTgfAIPPfQQ+vXrh8zMTIjAg40ESIAESKB5BFpaoDh27FgV4MqVK91aWC6i+JycnObB1o7+9ddf8dxzz6lx5LfFYmn2mByABEiABEiABEiABLyRQObWbZpUzAiLsQCBMTEI9GuaAM5T2NnLPG9bjHv+0QcmHyM2ayLFCk08GKq5/rXNqMKjb69AflHDnRRttirIS9r6XRm4+T8/Yt3HuxBTYNC0ggZkao6J6wPLsDy4DAUxaxEcvawWzn8On4qzev6j1ramrpzb7xpcf/IDat6yoBTs7zMbeVEb1XoHrd5y73wfzJizGilZRU2d4qjjJPeXNeFjVHYV2pabtfdbFaKGReOkk6qr6hz48EOUpqbaj2t/7TXwjaoWzdo3usFCcspBLDv4FdZ/eUhFO+SS9hiZcBFCgr23bLornDYKFF3hLDAGEiABEiABEiABEiABEiABEiABEmglAsnJyWpmChRb6QRwWq8n4OPjg2eeeUZxmDVrFlJrfBHs9XAIgARIgAQaSaCiogL79u1TR3Xr1q2RRzese0JCAoYMGaLd2LTh448/bthBLtBL2MyZMwddunRRrtkx2k3v/2fvPACjKr4ufrK72fRGSKeEEmqoCkgVEFBALNjA3gVUFPgL9gaoKFIUxIKfHbEiTUWR3pUOofdAIL0nm+wm39wJuyQQBCGQTXJGH29em7nze5tN9u2Zc4OCgnDfffdh//79FxShiBzvuOMO5Obmon///rjpppsuqB1eRAIkQAIkQAIkQAIkAOTHJ2oMZmMyGteuVuWRmGu2htEvDIWWTISmb8Bnz/ZAWIQPtiuRok0J6wJVSuSahwsw+f01yM+zlcrLZiuAuCRKWbLpKAaOXoBbX/kVYz5diy+n/IMG8YB3gQF5SvS4zTMPJyJMGP5wW4y8X2WaCV9Yos0HOj6Prg3L9u/djvX74L4Oo3Q/hcZ8HK//C47V/wlWlfLZX4kwG8W74O33VyMrJ79ELBeykW8twFsz1iNxQxJqW0y6idQQEx68p6Wu56elYf/HnziaNgcGIvL++x3bFany6pdDsGLGbtjyChDWxA+NG0TjsbueqkhDqJSxUqBYKW8rB0UCJEACJEACJEACJEACJEACJEAC50fA7qBYo0bRTNnzu4pnkQAJlCWBXr16oUOHDsjJycG4cePKsmm2RQIkQAJVisCePXtgs9ng4+ODsLCwSzb2O++8U7c9QzmMOHuZNGkSWrZsierK+eTBBx/E3r17kaa+fDQYDJrVl19+iUaNGuGGG27ArFmzzns4hYWFuj0R1kdHR+Obb74572t5IgmQAAmQAAmQAAmQQEkCRxMz4W5R+X5VyTflolGtgJInVMEtFxcXeDYvEgRmrf0S1Xzc8cGwrnj3+W44WsOIXCUqdFfpmM0HczHxf4vx/gdrMfWXLfhu8R6dGlnWA8cswE0vzsdtr/6Gcd+u126L1VVWaJe/UxFqMWq3wnhXG3aHQE22aYSPR3RDtcB4zFw/FoWFBQ7qt14xGJ2j+jq2y7LSpUE/3H3VqTTKGdW34XDzachwzYWrijD0eAEmjF6OpITsC+42x2LFy5+uRsLaBIdz4l4l9HxsUBsYjUWysf3Tp8Oanu7oo/6QwTB5ejq2K0rlhQlDsWXjNsTtSIPJbEDngQ0w8va39eefijKGyhonBYqV9c5yXCRAAiRAAiRAAiRAAiRAAiRAAiRwHgTsAkU6KJ4HLJ5CApeQwGuvvaZbnzp1KlavXn0Je2LTJEACJFB5CWzevFkPTgRzl7KIa6DRaNTv1xfqPngp47O3/eOPP2LYsGEQLunqy8aQkBC8++67WLFiBeLi4vD3339DUlaLu+LcuXO1C6KILz/88EOI2PNsRcSJAwYMwLx58+Dm5gYRarq7u5/tdO4nARIgARIgARIgARI4B4Gdh1MAm7c+K1lNJKFAsQiYd9u7AIMJloNrkRe3Xe8MD/TCM8rlcIN/Pna75yPHpQCFyikve0sajvx5FLPm7cQz01bi8993ICO7yHkwUzkQetpc0DrLjHq5rjAp4V+asQAbVDrn0I4hmP5CD9zSpT5Sco5i8l8jkW87lTa6e6Nb0KfZ3ee4gxd3uHuj/ri++X2ORvI9knC0xTQc8sjSaZjNyVZ8/MoKLJonE7JOCScdF/xLRYsTp66EaXMGQvONur09XjY89PAVqBNWlPI4R302OPzNqclXnrVrI+KWW/6lVec8tGLdEsSkLsf6Hw/rANveWQdXBPVF/TpRzhlwFYuKAsUqdsM5XBIgARIgARIgARIgARIgARIgARIoToACxeI0WCeB8iPQo0cP3HbbbVok0rt3by0aKb9o2DMJkAAJVEwCGzdu1IG3atXqkg4gNDQU3bp10318++23ZdJXRkaGFhGWSWOqEREhSvpmKQ8//LD+vSKixOHDh6Njx46QFM9XXnklfvvtN8TExGgho7jUyHgGDx6MJk2aoGfPnpgwYQLi4+Px559/Yvbs2ZgzZ44WNX7//fdanPj555+jWbNmuh/+QwIkQAIkQAIkQAIkcGEEdu4/gWxrkL74hNkfkaFFwrELa63yXGX0DYVndJFzYeaq/3MMTPjcc10jHHOzYa1PHvYqoaKkfQ6wGdEqyw3tM9zQKtOMZlmuaJztqtdXqm1flTZZZXTGkYBC5DTxQv/rG2HE7a3g5mpEZm4aJi98BlmWUy6CV9TuijvbPe3o91JWbm71CFrX6uLowsWUjsyG32C9dw7SlZjSoHSJf887gCnPLsXmFbHnJVRcuzUOr76+BP67c3Uqa4tyndwZUIBhT7TDVU1CHX3tff99FOSdEmU2ePpppQstSgPtOMnJKxmZGfh02Wgsnr4LBbZC1GpdDU2jmmPEwy86eeRVJ7yK9YqqOveFIyUBEiABEiABEiABEiABEiABEiCBy0IgNjZW90MHxcuCm52QwL8SEJGHiECWLl2Ka6+9Fjt37tQCkn+9iAdJgARIgAQcBC6XQFE6vPvuu7Fw4UKI8624FHpeQPozcS4Uwd8XX3yB33//XadcrlOnDlJSUhziwPDwcMf4zreya9cu9OnTB9nZ2VpMKI6I4vh4ttK4cWMtRLz11lvx008/QTguXrxYj0/GOGLEqZRz9jY8PDwg6aHlGhYSIAESIAESIAESIIGLI5C+KwYGhMLVJRt+tWrDaChK93xxrVaOq707PKjcEWcje9t8+PV8BiJalHJLl3p6/fPyfYjNsCDZXIB6VjP8VCZkN5X62U05Jp5eIhoG4MYHmsHHv6T7t9WWj/cXPYf4jKOOSxqEtMCjXV6BweXy+L7JZKFHOr+MN34dhCMpe3UcJvc4eNX7FRsOXI+wPCMiLUrilZGP37+OwZKfdyOqZTAatAxBULg3fKq5qzTGLrDmF2DXjgQs/GMfMvZloJpioZJaI8VoQ2x1F7w+qAPqhvk5xpmhnNOPzZ3n2PZr0QIhPXs4titKZcSEB7B6yXakxeXA09+MLrc3xfCbxv7r56CKMrbKEicFipXlTnIcJEACJEACJEACJEACJEACJEACJHABBOwOijVq1LiAq3kJCZBAWRIQccv8+fPRuXNnLQ554403MGnSpLLsgm2RAAmQQKUmcDkFipIK+bXXXsOBAwd0SmRxJjzfsn37dowaNcohSix+3b59+/Tmd999p48/+uijuh8RBJ5PycrKwi0qHZs4Mnbp0gU///zzeX8p16FDB8giRdI/r1mzBp9++qlOES2ukdWrV9fH5JynlauKCBtZSIAESIAESIAESIAELo6AJd8Gc1IKrEqg6OYaj0a1G1xcg5XsanNYU7hFttNpnjPXfqlEiiP1CEXQd+vV9XFTp7o4fEKlL1apnz3dTIhV9c2bjsPX1QQ/dzPycq0oLChEnabVUT2sKI326Yg+W/Um9sRvduwO8a2JJ7q/BVej2bHvclTcXD0w9JpxGD3vYaTnqrTfqhg8tqNeVAT27W2FE2abFirWEqFithVbVx3Tiz5R6RBNZgPyLQVKjlhUXFUtS1kvHnKzwuJvwpuPdnCkdT55CvZMfg8oLLRvouGI8/9c47ionCvPjn0K+5O2Y9fiEzqSLg9FobnndWjUkJ9XyvnWlOj+8kh9S3TJDRIgARIgARIgARIgARIgARIgARIgAWcgUKgePkmqPyl0UHSGO8IYSADw8vLCO++8o1GI49WRI0eIhQRIgARI4DwIyPtlUlISTCoVWXR09HlccXGnuLq64oUXXtCNjB8/HhaL5ZwNpqWl4ZdfftEiQBGk22w2+Pv763YkzbI45y5btkynZ27Tpg3kfPmdMHDgQBQUqJxu5yhWq1U7GooAMiwsDJKG+XyFjac3Lf0/+eST2LRpExITEyGu21u3btXLRx99RHHi6cC4TQIkQAIkQAIkQAIXSGBPbCo8lfOflGyjRQkUAy6wpcp7mbgoSsn8ZyYKLJklBmoyGlA33E+LE+VAjRAf9L02Cp2710HzDhG4sntttOkReVZx4pxNn2H1vgWONr3MPni6xzvwdiufNNuB3qFKHPkmTAZXR0zZrn+ga7s0FCjl4VGV1nq1jwUbvSyINVu1ALFApbeW/60nxYn5KpVzgsmG7Z55+Ns7D2261MK04V3PECemqr/1E5YscfRTXU1wCmjd2rFdESqfz5iO/ViF5dP36HCjrwtHHZ8WeHrQMxUh/CoVIwWKVep2c7AkQAIkQAIkQAIkQAIkQAIkQAIkcIqApJKV1IKS8k9ccVhIgAScg8A111yD7t27a7HLq6++6hxBMQoSIAEScHICIqST0qRJE7i5uV2WaO+9917UqlVLT/jo0aMH9qj0aKUV+Zvr8ccf1w6EN998M9LT09EQLLXxAABAAElEQVS1a1fs2LEDCQkJGDNmjBb8NWzYULvoduzYEWvXrtXplt3d3TF79mw89dRTpTVdYt/o0aO166KI3SVVc0hISInjF7oRGBh43i6MF9oHryMBEiABEiABEiCBqkpg56FkWKxBevhHjR5oVJMCxdNfC+4NusNUvR4Kc9MhLoplVdbuX4hfNk13NGc0mLRzojgolmepH9wM93d4tkQIB7I/x5O3B8PXU4lZlVAxzVSIvR5W/O2Th2W+FqzyycVabwtWqvVKtb3dKx/Waq54+b42eOLm5gjwKZnWWhrfPWlyiT6ihg4tse3sGxs2rceiY1/jjw+2Iy/bhuD6PmjTtRlefOQdyIQyFuciQIGic90PRkMCJEACJEACJEACJEACJEACJEACl42AOOFIkS+vRaTIQgIk4DwExo4dC0lX9Nlnn+GHH35wnsAYCQmQAAk4KYENGzboyFq1anXZIpQvvd577z39fr1ixQr069cPixcvxpYtWzB9+nS8/PLLECfCpk2b4oMPPoA4HEqaZEnbvGDBAjRq1Eg7PpYWsPwO6N+/P7766ivd/pQpUxwOu6WdP3nyZMjvDinSd/v27Us7jftIgARIgARIgARIgAScjMDR7TGwFPjCoJI8pwXUQDXfM4VkThbyZQ9H/jb2vfoJ3W/mqv9TLopZFx3D3vit+HRl0d/P9sZEFNgwtKV9s1zXHepfh97RdzliyLPm4q994zBucHNc17aWSj9dTO6lBIt5ajPHWAibyQVdW0Zg0uOd8dVzPdG+aZijjeKVBPX5JeWffxy7wvr0gW+jho5tZ68cPXoUU/98CUtnbEHasRx4+pvR48FmuLHpIISHhzt7+FUyPpWYnIUESIAESIAESIAESIAESIAESIAESKAqEpAHOVJq1KhRFYfPMZOAUxO46qqrMFTNXBfByYMPPqjTgTIVu1PfMgZHAiRQzgTsDoqXU6AoQ77xxhvxj/piT5wRd+3apR1wS0PRvHlzLWa8+uqrSzt81n233nor3n33XQwfPhwjR47EgQMHMHHiRIdLZE5ODh555BF88803uo0hQ4ZgwIABZ22PB0iABEiABEiABEiABJyLgO3IERVQA3iaTiAqsplzBedE0XhE94Vp6fuwJu7XLoq+XQZfcHSJGXF4f9GzsNryHG1c3/w+dKzf27HtDJVbrhiEY6kHsTl2pQ4nJTseX//9KkbdNAUP9WmK9CwL/LzclFugAVv2JarxFCK6TiC8PVz/NfzCwkLsKeae6GIyof4TRQLQf73QSQ6mpqbitU+fwvp/tuLwxhQYlSizx5DGiEJX3Hj9TU4SJcM4nUAxSe3ph/779rJly/SH8fr16+PTTz/VDfz66696tt5/b41XkAAJkAAJkAAJkAAJkAAJkAAJkAAJXEoCdoEiRU+XkjLbJoELJzBhwgR06tQJmZmZGDZs2IU3xCtJgARIoAoQWLNmjR5l69atL/topc+5c+dqt0RJ+ezj44N27drhtttuw/jx4zFjxgxIfP9VnGgfiPwOeO2117ST4rRp07Qjo6SXFmGiuDCKONGkvlScNGkSpk6dar+MaxIgARIgARIgARIgAScncCI5G245hTrKfFMWGtdieuez3TIXg6GYi+KnF+yimJ2XiUkL/4eM3FRHV20ir8HNrR5xbDtLxeBiwGNXv4oI/7qOkPYnbMfnK9/SIsTw6t7wUmJEs8mIKxuG4KomoecUJ0pDx39fgIydOx1t1rilPzxrlW9aa0cw56hYLBaMemcI9hzfis1zi7IDdXqgPsJtLTHq6RfPcTUPlyeBMnNQXLRoEfr27YsHHngA8oLIyMjQ46pZs6ae5f3www+X5zjZNwmQAAmQAAmQAAmQAAmQAAmQAAmQwGkEKFA8DQg3ScDJCBjUw3cRmlxxxRU6zfO3336LgQMHOlmUDIcESIAEyp+AOBceP34c7u7uaNu2bbkEJA6J69atu2R9S7pocde9//77sW/fPr3YOwsLC8PMmTPRpUsX+y6uSYAESIAESIAESIAEKgCBLfsTUWCtpiM9YXRFX+V+x3J2Ah7R18O0RLkoJh1QLopfwLfLkLOfXMoRW4EVHyx+EcfSDjqO1g1qioc7vaAnAzl2OlHF3dUTT13zNkbPexgZliJR5er9CxDuXwd9m9/znyMtsFqx9/33HdcZ1GeoeoMGObaduWJVsQ995WEcsm3Gsk/26FCjrwtHg7BW+N+9L8HDw8OZw6/ysZWZg6KkGHjppZfwwQcfoGXLUznZmzRpgsTERD3T+3xpyxckP//8M/766y/k5+ef12Uyk3z+/PmYM2cOxM7z9CIxSHs//PADli9fjry8U1atp5/LbRIgARIgARIgARIgARIgARIgARKoCgRiY4tmmdJBsSrcbY6xohIQwctTTz2lwxe3rPXr11fUoTBuEiABErhkBBYvXqzb7tChgyP18SXrrBwb7tWrF/bs2QNxURw3bpxO+fzjjz9i//79FCeW431h1yRAAiRAAiRAAiRwoQR2b9+DbFt1dXkhYj2CUDfc70KbqhLXaRfFrk/qsWYs+wDWFEmPff7l6zUTEBP3t+OCQO9QDO0+Dq4mN8c+Z6xU9wnD493fgNFwyoPu5w0fYePhZf853KOzZiH78GHHdbXvugtuQUGObWet2Gw2PPH8Q4hz3YK/3t+phL2FqH1lINp1vgJ3dhuMevXqOWvojOskgVOv3otEIl9qyOy904uLi4tOLSACQm9v79MPn7H9+eefY5BS54rI8dixYzoVgggLQ0NDzzjXvmPjxo3o3bs3AgICYDabcVj9MM2ePdvxgTwmJkanPAgPD0dgYCAOHToEX19ffPfdd5AHFiwkQAIkQAIkQAIkQAIkQAIkQAIkUBUJ2B0Ua9SoURWHzzGTQIUhICKUgwcP4qeffsKoUaOwcOHCChM7AyUBEiCBy0HALlDs1q3b5eiuXPvw8vLS36GUaxDsnARIgARIgARIgARIoEwIZO/ZrdqpB09jAiLr1lMCNJcyabcyN+LZ/AZkbfgelgNrkDL3JQTd+/l5DXfB9m+xdPdsx7niTPj0Ne/A16NipNVuENIC97Yfic9WvqHHUKhErR8vex3P9/kQNavVd4zr3yq23Fzsm/ah4xST0k3VeehBx7azVsTY7snnHkW83zb8MS4GVksBwpv6ofstbdAptD+6du3qrKEzrmIEDMXqF1WtU6cOVq1adUYbS5cu1TaawcHBZxw7fYcIEkWcOHnyZKxZs0bPBPTx8cGwYcNOP7XE9n333Yfu3btDhIibN2/WKQ7uvvtuh/tirVq1tGhRvnjZsmUL4uLiEBUVhccff7xEO9wgARIgARIgARIgARIgARIgARIggapEwC5QpINiVbrrHGtFJGA0GjFx4kQ9CVgm8k6aNKkiDoMxkwAJkMAlIVBYWAi7QFG+J2AhARIgARIgARIgARIggYpAIDEtB+6ZJzN/mtLQrC7TO5/vfQvoNwZQroeWfSuQtWnWOS8Tp8Hv/57qOM/gYsSQrmMQEVDXsa8iVDpH9UWvJgMcoVqsOXjvr5FIz0lx7Pu3yuEZ38ISH+84RcSJrkqk6MzFYrHgyWcfRXLgdiyYsA2WLCuC6nqj111Xon5hZ0i2EZaKQaDMBIpDhw7Fm2++ibFjx2ox4JEjR/DRRx9hwIABePLJJ2EwnLsrmQUus/8efvhhTc/NzQ3SrqR7zsrKKpXo1q1bIcszzzzjyAkvdelfxJFSxLmxZs2ajus9PT1x3XXX4fjx4459rJAACZAACZAACZAACZAACZAACZBAVSNAgWJVu+Mcb0UmIM+2Xn31VT0Emcwr6T1ZSIAESIAEgO3btyMhIUF/t9CmTRsiIQESIAESIAESIAESIIEKQWDbgSQYrEXisCQj0KwOBYrne+NMgZHw7TpUn5624A3YspLPeunO4xsxbekrym+w0HHOXe2GITqinWO7IlVub/M4mkW0d4SclHUCUxY/h3zbSbGr40jJSn5GBg5Mn+7Yaa5eHZLe2ZlLeno6nnrxUSQFbsWv725BdmoeAmp4ovfDV6J6akuMGD7ivLRozjzGqhTbuVWD50lDZiZ++eWX+Oyzz/Dtt99iwoQJGDFiBB588EG88sor59WKuB82a9YMMivcXlq1aoW8vDzs2LHDvqvEWq6R85s3b+7YL6mcxbFx06ZNjn1SsVqtyM7Oxvr16yGppKmkLYGHGyRAAiRAAiRAAiRAAiRAAiRAAlWIQGpqKuQhjxSmeK5CN55DrdAEXnjhBbz00kt6DPLcTdI+s5AACZBAVSdgd0/s1KkTXF1dqzoOjp8ESIAESIAESIAESKCCEIiJOYAsa6iO9qBbIKJq+FeQyJ0jTJ8OD8E1tDEKslOQ+rtyVCylHEjcgfcWjoS1mHivV5M70K3RzaWcXTF2GVwMGHT1awj3i3QEvDd+K/5vxViIu/zZykGl5co/+SxYzqk/eBCM7u5nO73c98fGxuKZNx5Hgu9WzH9nC7KSLPAL9UCfx1ojILEZXnz+JYjpHUvFIVBmAkUZ8i233IK9e/fqFMr79+9HcnKydlUsLjj8NzRJSUkICCiZ371atWr6EjlWWpH9kgb69D7kutOv6d27t55FeeWVV6JBgwYYM6b0Nynpp0ePHpDU0PZl6tSpsNlspYXAfSRAAiRAAiRAAiRAAiRAAiRAAiRQ4QjI53cpYWFhkEwDLCRAAhWDwOuvvw6ZKJyTk4OnnnqqYgTNKEmABEjgEhJYtGiRbr1bt26XsBc2TQIkQAIkQAIkQAIkQAJlSyBrZ4zy9DPC3ZCMsLo1YTKWqXynbIN1wtZcjCYE3PgmoAR7OVvmIHfvshJRHk3Zjwl/DkeuNduxv03kNbi9zROO7Ypa8TB7YWiPt+Hl5usYwtoDCzFr4yeO7eIVS2IiDn31tWOXp8rSEaH0Xc5aNm7ciNEfjMIJDxEnbkVOar52Tuz3RBtUS2qBF597GX5+fs4aPuM6C4Eye4eLV3nKY2JidDehoaGoU6cOzGazFivu3r37LN2X3C0iw4KCghI77dunCxDtJ5V2jRyT606/5rvvvsOhQ4cwb948Hetd/2JXOn78eMycOdOx3HjjjbQGtUPnmgRIgARIgARIgARIgARIgARIoMIT2Ldvnx5D/fr1K/xYOAASqGoE3n//ff3cbc6cOfjwww+r2vA5XhIgARJwEJCsSUuXLtXbIt5mIQESIAESIAESIAESIIGKQCA10wL39BwdqotrMtM7X+BNM4dHw/uq+/XVKXNfQkFekRgxPuMoxv/xNLIsRdlj5ARJi/xIl5chDoSVoQT7RGBo93EwGU65yM/b8gVW7Jl/xvD2qWdHNjXR1V7qP/kEDCaTfdOp1vKsa9qcN3DMsBW/vb0NlgwrAiO9cP1j7eAf3wzPjXwB1VV6apaKR6DMfvJefvllndr5dARiu9mzZ8/Td5e6HRISghMnTpQ4Zt8W0WNpRa7JULnSZdZ48SLXnX6NuCqKI2Lfvn0xefJk/PDDDzh27Fjxyxz1li1bokOHDo5F0l25uLg4jrNCAiRAAiRAAiRAAiRAAiRAAiRAAhWZgN1BsV69ehV5GIydBKokgSZNmuCtt97SYx82bBi2bt1aJTlw0CRAAiSwYMECpKSkIDg4GK1btyYQEqhUBFJTU2GxWP7TmHJzc5GVlfWfruHJJEACJEACJEACl5/A1v1JMFqLHOCSjUo8V5eCqwu9C77dh8HoXwO21KNIXzQRJ9KPYNxvjyMt51SW1oYhLfF4t7FKzOecorwLHXtUSHM82OmFEpd/sWocdsStd+zL2LULR77/wbHt07AhQlX2WWcskyZPxNwd07EvUcSJ25GXbUNwfR/0e7g9vI41xLMjn9PZgJwxdsZ0bgJlJlAUi81OnTqd0aOkUxaxoDwkOFdp27YttmzZgszMTMepK1eu1NacDdUPSWlFrpE86qtXr3Yc3r59O9LS0tCuXTvHvtMrBkPR0P/rh7vT2+E2CZAACZAACZAACZAACZAACZAACVREAnRQrIh3jTGTwCkCTz/9tJ6EK0KEAQMGIDv7VMqiU2exRgIkQAKVm8Dnn3+uB3j33XefkVGpco+co6vMBDZt2oTmzZsjICAAvr6+GDRoEMQt9N+KfJcmIl1PT094e3tDJjP89ttv/3YJj5EACZAACZAACZQjgZ3b9yLTGqYj2G8ORMNa/uUYTcXu2mD2QEC/0UUs13+NN+c9ipTsBMegIgMb6XTIZpObY19lqlxVtydubvWIY0i2QhumLHoOBxJ36H0xY9+QFLSO4w1GDHc6c7b8/HyMfP5/2IbfsWXTViyaugu2/ALUaBGAvvd0hPeJRhg7ZiwiIiIc42Cl4hEoM4GipFQubVaWPCSVF9O5PjwJultUjnMfHx+MHDlSX7N//368/fbbePTRR+HqWmRLKh+yxNkwLi5O065duzZ6K3Xv888/j6SkJO2m+Mwzz0CEi23atNHnyCzK+fPna6GkuC2uWLECI0aMQKtWrXQqan0S/yEBEiABEiABEiABEiABEiABEiCBKkTA7qDIFM9V6KZzqJWKgGT6EGGOPJyNiYnBY489VqnGx8GQAAmQwLkIJCcnQ9J/Sbn//vv1mv+QQEUnIBMOJAuYfL8lZh4bNmzA3Llz8eqrr551aJJhrF+/fhCjj8TERG3gcfXVV6N///5nZC07ayM8QAIkQAIkQAIkcFkJZMdsRyEM8DQmICQyAmaTslFkuWAC7vU7IyW6J/4v1B/peafSOtesFoXhPSfAw9XrgtuuCBf2a3E/Otbv4wg1Jz8LE/4Yhm0zP0Wq+nvSXoJ7XIPqSm/lTEUM75589lEkRKzHyjlbsG7mQagfDjTqHorrbugO3+SGGDVyFCRjLkvFJlBmAkURDU6aNAkiSCxe3n33XS0CDAoKKr671LrM6pIPWgsXLoSXl5f+MNW1a1eMGTPGcb4IDLdt24a8vDzHPnkYK8JGSfcsM8rEPVHSN9uLbMtDWkn5LLPNunfvjqioKMfDC/t5XJMACZAACZAACZAACZAACZAACZBAVSFgFygyxXNVueMcZ2UkUL16dcyYMQMmkwlff/21I+1zZRwrx0QCJEACpxOQ9z/5nkBc45o1a3b6YW6TQIUkMGvWLIj4Vr5vk+/JmjZtilGjRmHatGmw2WyljungwYM6i5m4K8sXt/I9mFwj39ft2FHknFPqhdxJAiRAAiRAAiRQLgQysvNgTi9yR7a6pjK9cxnchb3xW/Fh3j5kG09JoOpUb4yR174Hb/eiVNpl0I1TN3Ffh1FoGt7WEaMlMx37Jr3n2Da4uaGRMotzpvL777/jpQ+GIqv+Tiz8ZDN2LjoOuADtbo9El7bXwCezFp577jnUqFHDmcJmLBdIoMwSrD/77LPatbBBgwbo1auXtpFft26dnt0lH6jOt4jz4e7du/WsLhEsygew4uW6665DevopxbMcCw4Oxp9//qk/gImTY2BgYPFLcPvtt+tFrhOBo4glzWZziXO4QQIkQAIkQAIkQAIkQAIkQAIkQAJVhYA4s9gzE9BBsarcdY6zshLo0qULpkyZotM/SoYRyRhy7bXXVtbhclwkQAIk4CAgxgVSHnjgAb3mPyRQGQisWbNGp3cWUw576dSpkxYt7tq1S6dutu+3ryMjIyGTFtauXYt27drp3atXr9bf04nAkYUESIAESIAESMC5CGzdewKWvHAd1BGjG7rWLalvca5onT+adQf+wvQVY2C1nTI5q52bh8dr9IaXm6/zD6CMIjQZTHiy+1uYuHAEdh3fiBZLc+GeeSq1c91HHoZHeNHrroy6vOBmLBYL3hg3Bkc9NyDV6zgWvbETKbHZMLoa0P3BhqjrdRX8CoLwzPPP6L9zL7gjXuhUBMpMoBgWFqbFiJMnT8aqVav0zMXo6Gg9q0sejP7XIm6I/7WIe+K/FZk1JgsLCZAACZAACZAACZAACZAACZAACVRlAvv27dPDF4cVf3//qoyCYyeBSkFAMods2bIFH3zwAe677z5s2rRJZxKpFIPjIEiABEigFALyPrd+/XptRDBw4MBSzuAuEqiYBGQSkWQDK17s28eOHStVoOjh4YHffvtNi3W/++47uLq64ujRo5g/f7427Cjelr0ufzP8/fff9k3I54PimcscB1ghARIgARIgARIocwL7V6+FpdAXJpdc7HUNQuNa/65zKfMAKlGD87d8iZ82fFRiRFFuQbjj4DbkzHsV+eHN4RocVeJ4Zd4wm9zw1DVv4+MPHkC9zTGOoWb6G5Des6Fjuzwre/bswbufjkZ+5BEcjDmO5dP3ID/HBg9fV/R5sAWCrK0Q6huB4cOH60y65Rkr+y5bAmUmUJSwxJmweDrmsg2VrZEACZAACZAACZAACZAACZAACZAACZQFAXt6Z7onlgVNtkECzkFgwoQJWLlyJTZv3oxbbrkFixcvZgYR57g1jIIESOASEBCjBCnyfnd6RqVL0B2bJIHLRkDSOBsMp1ITSsdGo1H3f7YUz3JQHEUli5hkFBOB4meffYaPP/4YnTt3dlyvGzn5j4ge69Wr59gl2cdEAMlCAiRAAiRAAiRw6Qnk7I1TnfjC7BqHejWbwN1cprKdSz8AJ+jBWmDFl6vGYcXeX0tEc2VkNzzc8QWkzRgEy/6VSJo5BMGPzYLBzbvEeZV5w5QPNJ+XDMvJQRaq9bpe7vh1+Uvol/4Abmj5AAwuJf/evBw8rFYr/u+r6fg7cR7yGyRjw0+HsfXXo7rrkCgf9L6pIzwy66Bx48aQibjMins57srl7aNM3+kkvbJ8ySEfYqRuLyaTCZJuhoUESIAESIAESIAESIAESIAESIAESKD8CdgdFClQLP97wQhIoKwIuLm54ccff0Tbtm11dpPHH38cn3zySVk1z3ZIgARIwGkIHD9+HDNmzNDxDBs2zGniYiAkUBYEJFPYgQMHSjSVkpKit8X9vLSyZMkSTJ06Fdu2bYM9pbM4KteqVQs33ngj7rjjjjMu69+/P2Sxl6+//hrTp0+3b3JNAiRAAiRAAiRwiQjEJ2cgJytYt37MVQnJmN75P5NOzDyOD5e8hP2JpxwCpZE+ze7GLa0HwcXFBdVunYj4j26ENekAUmaNQuCAqf+5n4p6wa53xsMSd9wR/t6WrkioJdKwQszZ/H/YG78Fj3R+GX6ely+1+K5dOzF55mjkhsciwyUTy97ag/g9GTrGFj3C0a55NxgzfdGtWzc9Ce30CTuOwbBSoQmUmUBxx44duPXWWxETE6N/4OWH3l78/PyQnJxs3+SaBEiABEiABEiABEiABEiABEiABEigHAnYHRSLu6aUYzjsmgRIoIwIiOh45syZ6NOnjxYZtGzZEiJUZCEBEiCBykRg9OjROhWtOMO1adOmMg2NYyEBNGvWDHPnztUmIPYvZsUdWVwRxU2mtLJ7927tklj8eFhYGKpXrw45xkICJEACJEACJOA8BFbN/gM5BQE6vfMWYwjuaRzqPMFVgEg2HFqG/1v5BrLzisRtErLRxYh7O4xE56jrHSMwelVD4B1TEf/pHcjZsQAZKz+BT8dHHMcra+X4778j9ocfHMNzj4hAtUe7A/tnO/bFxP2D52cNxC1XDELXhjddUjfF7OxsvP1/L+GIcSMKa1uwZ0U81nyzH9bcAri6G9H7tiYI920PU54Ztw24jcZ3jrtUOStl5tv57LPPQj7wiAuD2MwXXyhOrJwvHo6KBEiABEiABEiABEiABEiABEigYhKwf1EZFRVVMQfAqEmABM5KoFevXhg3bpw+/vTTT2PZsmVnPZcHSIAESKCiEdi1a5dOWytxjxkzpqKFz3hJ4JwEJG25pGr+8ssv9bn5+fmYMmUKbrjhBnh7F6UmlJ+DF198EXZnRXFNlO/kfv75Z0f7ixYtgriN2h0VHQdYIQESIAESIAESKFcCiduP6f5dzccQGOCFxrUDyjWeitJ5vi0PM9ZOwpTFz5UQJ3q5+WJ4r4klxIn2MZkjmsO/98t6M+3Pd5Cz80/7oUq5zlIu3NtefqXE2JqpyV13dhmJQVe/BneTp+NYTn4Wvl7zLkbPexgbDy9HYaEkgi67kp2bhQ9/ehtPfnYDDnuvQY41E4um7MSKT/dqcWJEfR/cc19vRHh3gpe7D5544gmKE8sOv9O2VGYOiocPH9YPBOrWreu0g2VgJEACJEACJEACJEACJEACJEACJEACwM6dOzWGRo0aEQcJkEAlJDBixAhs2rQJkq5x4MCB2LJlCwIDL1/qnkqIlEMiARJwAgIWiwV33nknrFYr+vXrxy+wnOCeMISyJyBpmSdPnoxBgwZpkWJsbKz+wvjbb791dLZnzx6MHTsWDz30ECQldMeOHTF48GCdyvmqq66CyWTCypUrMWDAANx0002O61ghARIgARIgARIoXwLHTqQgIytcB3FY/b7u0jxcZyct36icv/ddxzfhi1XjcDz9cIlgo4Kb4zElvKvmVZQyu8TBkxvebQYiL3Yjsjf9jKSZQ+Db9Sn4dHoELia30k6vsPtsOTnY+PQw2JRjob3UU39PVmtb5Djftk4P1KrWAB8texWHknbZT9H19xc9i3D/OujeqD/aRHaHj7u/4/h/rRxJ2osfV36KrfErAZMNhZ6F2L00Hut/OARLlhUGowuu6VUHdSOvgQEm1KhRQ4sTfX19/2tXPL8CEigzgWLbtm21VXzfvn0rIAaGTAIkQAIkQAIkQAIkQAIkQAIkQAJVg4A4ssTFxenBNmzYsGoMmqMkgSpI4OOPP8aGDRsQExODBx98ELNnn0rnUwVxcMgkQAKVgMDw4cP1+1pQUBCmTZtWCUbEIZBA6QREnHjttddizZo18Pf3R/fu3eHmdupLdElv/vfffyNCpeyzlw8++ADDhg3D9u3btZvihx9+eNaU0PZruCYBEiABEiABEri8BNbM+h15hYFwdclEjDEIj7Y49bv88kZSMXrLzsvED/9MxdLdc84IuE+zu3Fzq0dgNJxb8hRw45tKkGhG1j8zkb54ErI2/QT/656HR6OeZ7RbEXcUKiftzSNHIUtlu7WXwPbtUW/IYPumXof61cJLfT/BXzt/xqyNHyM3/5SY8VjqAe2oKC6VjcOu0Euj0NaoWa0+XI3mEu0U30jJSsCh5N3YodJGrz+wDMk5x4sOq9uSfCQLq7/cj/i9Rem4I8I90Kfb1TD51oHRaNQTzsQ93GAwFG+S9UpM4Nw/rec5+CeffFLPznJ3d0enTp1KfFiSF1e9evXOsyWeRgIkQAIkQAIkQAIkQAIkQAIkQAIkcKkISEo4KeHh4eDs1EtFme2SQPkT8PDwgLgtyaTiOXPmQNI9T5o0qfwDYwQkQAIkcAEEZs6cCRFgubi44KuvviohzLqA5ngJCTg9gTp16kCW0oqfnx+uvPLKMw5FRUVBFhYSIAESIAESIAHnJJC8J0kFFgiD+QRCAqPQoMaFO9U55wjLJipbgRUr9szHrE3TkZ6TXKJRX49qeKjjC2hW46oS+/9tw8VgREC/MXCr3RZpf74NW8oRJH07GB7RfRFw/WgYPCq2e1/M66ORsHixA4FbSAiavz0OLqUI/wyKRc8mt+HKyK6Yt/kLLN87H1aVPtteCgpt2H5snV5kn4v6Txwqq3uHwWxyV4JQV+RZc5BhSUNKVjwy1fr0kpOeh02zY7FryXEUFkBpxwy4oWMDBEZ1UTEZ4e3tjbvuugstWrQ4/VJuV3ICZSZQHDNmjJ6RPWTIkDOQyYel1NTUM/ZzBwmQAAmQAAmQAAmQAAmQAAmQAAmQwOUlYE/vTPfEy8udvZFAeRBo3rw5xEnxgQce0OkiIyMjtVCxPGJhnyRAAiRwoQRWrVqlnWDl+ueff147y11oW7yOBEiABEiABEiABEiABMqDwOHDx5CeXVN3vd/VDV3onnjGbSgsLMTfBxcpd79PcCL9yBnHO0f1wx1XPg5PN58zjp3PDs/mN8BduSZmLJ+GjBUfI2fbfOQdXo+Am96Ce71O59OE052z5/33EfvTT464jGqyais1OdUcEODYV1olwDMI97T/H25o+SD+jPkOK/b+eoYYVK4rVP8lZZ3QS2ntFN+Xb1HixgXHsPW3o7DmKmWiKp0bBSL6qh6AEpaKU2Ljxo31MypPT8/il7JeRQiUmUBRUipMnDixVGwyq5GFBEiABEiABEiABEiABEiABEiABEig/AnYBYqNGjUq/2AYAQmQwCUncO+99yIpKQmSGnXEiBE6y0m/fv0ueb/sgARIgATKgsB7772n37usViuuv/56vP7662XRLNsgARIgARIgARIgARIggctKYN3PfyC/MBxuhlTsMVTH0y3CL2v/ztxZntWCtQcWYmHM9ziSsveMUIN9auD+js+iUWirM4791x0Gswf8rhmu0zsn/zQc1qQDSPzyfrg36Aa/niPhGlxx3Kh3T5qMA9OnOxC4qMy2LSa8C79m0Y5956r4KeHgrVcMRv/Wj2Fn3AasO/gXYo79jcTMuHNd6jheUFCIPUtPYMsvR5CZnq/3NwnzRMf27WAKKXr+LILE22+/XWf5cFzISpUjUGYCxYBzKHCrHFkOmARIgARIgARIgARIgARIgARIgASckIA9xTMFik54cxgSCVwiAsOGDcPu3bvx4YcfYuDAgVi+fDlatbr4B/uXKFw2SwIkQAJITEzE2LFjIQLFgoICDBgwAJ988ol23SAeEiABEiABEiABEiABEqhoBFIO5OiQreZE1AhuhLphfhVtCGUeb1zqISzbMwfLVTrn7LyMM9r3MHujT/Td6NXkdria3M44fjE7zBHNEDxoDtL/Go/Mdd8gd/di5O5ZCu/2D8Cv+3C4KJdLZy2F6vNRzOgxiP3hhxIhNlWTuYI6dy6x73w3DC4GNAm/Ui9yTbJyTdwbvxXH044gPiMWx5NjkZyahPTMdKgs0HCxmlCY44KEvw/gn+X7EJdclCa6ZoAZ17RvAY/aV+quTSYTJLuHfJ6T1M4sVZtAmQkUBaPMYly5ciViY2N13Y7WbDbrh5/2ba5JgARIgARIgARIgARIgARIgARIgATKhwAdFMuHO3slgfIm8L5K+3PgwAEsWLAA4qC4du1aRERElHdY7J8ESIAEziDwzz//oG/fvoiPj9fHhg4dqtPUn3Eid5AACZAACZAACZAACZBABSCwa/N2pFgidaTbTX64poq6J9oKrEr0tg2bjqzQS2lpnAWSq9GMHo1vQ59md8PLzVdzuxT/iJuif++X4NX2HqT/+Q5ydixA5qpPYdm3AoF3fQKTn/O5XOalpWHb888jYemyEkgav/A8Im68ocS+i9mo5hWCxtU9YUjyx5alR3HsmFE1FwyzWgrzc5CyZw0Wb9irxItW3U2ApxHXtWsEv6j2cDG6wqjcHENCQnDPPfegdu3aFxMKr61EBMpMoCiixGuuuQZHjhxBfn4+/P39dfoYeeGJK4PMzmYhgYpKYMiQIUhISMDMmTP1m2lFHQfjJgESIAESIAESIAESIAESqNoEbDYb9u4tSpXSsGHDqg2DoyeBKkZAZq1///336NixI7Zt24brrrsOS5YsQWBgYBUjweGSAAk4K4ETJ07g888/x+jRo5GVlYXo6GhMnDgRPXr0cNaQGRcJkAAJkAAJkAAJkAAJnJPAxllLUIgoeJricNwYgC7NK/dkQYs1FylZ8UjJTsCJ9FgcStqll9jU/bDaipz2SoPmZfZBp6jrcW3TAfD3rF7aKZdkn2tgJAIHTEWOclBM+WUU8k/sQvxHN8O329PwbHEjDGbPS9Lvf200ZeMmbHnmf8g9fsJxqaR1jh4zGuFqImpZlNzcXJ2BY/Xq1di+fXsJY7rC1CM4tHMDlm8/jsy8At1dqI8J3a6Igl99JUxUrpOiD/Pw8MCNN96onz+VRUxso/IQKDOB4uvKLrRevXrYvHmztuhcuHAh3Nzc8Oijj6JLly6VhxhHUuUIyEOxadOm6XEvXryYD8Sq3CuAAyYBEiABEiABEiABEiCBykNA3NMsFgs8PT1Rq1atyjMwjoQESOC8CPj6+mLevHklRIp//fUXZD8LCZAACVxuAmJ0IO9BGzZsgHwB9vvvvzu+ABMR9Q8qZRnTgF3uu8L+SIAESIAESIAESIAEypJAXkYqjseH6Cbj3PIQGeqDWiE+ZdnFRbclRk1iRCYTho4cO4SklGPIzUlUf5tno9BqUel88wGDDQWmQhS4uqBQrW26XgirO9S+AhTKcRdZ8mHF2UWIpQUbYApDHbdWCHdtBBxxwcJDS1Cg0hjbl8LCQhgMBri6usLd3R2SwVXW8nxTPi94eXnptdTlnAstHlFXw/XRn5H0zSNapJg67yWk/j4arsENYPQNg8k/HEafUFUPgcEnWG1HwBRQ80K7O+/r8tPTsXfKVBxWZloKiuM6g9JjtRg/HsHdujr2XUhFMuXu27cPGzduhLjZZ2dnO5optOUj5/AmbNq2E5tjMx37IwPd0Kl1Y3jXudLhmCj3RSbFXn/99foeOU5mhQROEigzgaK8UMeMGaPfCFxcXPSDBPmy44svvtCWnZKG4WLeDHjHSOByE5A3XhEnvvDCC46uX375ZQwePBjjxo1D//79HftZIQESIAESIAESIAESIAESIIGKQGDHjh06zAYNGkA+u7OQAAlUPQKSWkcEQTKh2J5GVdI+y4N9FhIgARK4HATSVFqyOXPmYOzYsdi1a1eJLtu3b49HHnlEpwIT51cWEiABEiABEiABEiABEqjIBBZ/MQuWggi4GdKwyRiC+1qUn3uiCP327NmjhWh7d/2DvBP74ZGZAt/MbLhn5iErLQcZqXmwZFuRXWBDtq0AOUoQZ1SPEM0uBpgNLnA7bS37TWq/0WyAwc3gWEtdDRpWs9IOiahRbRbKjVRt6bXVBJc8M1wsZsCWrg4swwm16GP2G37y0WWhushqMsKq3PnyjaaTdRMsSqSY6+kBo3qeIeZpImIU9z6ZhOnn54eAgAC9iHBRFh8fH31cBI1ybmlF0joHK5Fi1vrvkLnmC1iTDyH/2Da9lHZ+obsfChv0AVrdAzcvP62JklhErHex+qj8jAwcnTUL+z+ZjvyUlBLde9WpgxYT3oVPVFSJ/ee7IZPFjh49iq1bt2LVqlVIVyJIeX3YizVhD47s3Y41u04gNadIFCmvgw4NAtGwSTRcQ5voU8UxUcYqn+NEmCjCURYSOBuBMvuELy80efFJkfTOkvK5bt26+gdfFLcp6gcmODj4bHFwPwk4FQFJeSRpnZOSknRcERER+g1aZvJKEeEtBYoaBf8hARIgARIgARIgARIgARKoQARkJqyUFi1aVKCoGSoJkEBZE5AU73/88Qe6deuGFStW4Oabb9ZiIXmIzkICJEACl4qAZF1atGgRPv30U8THx+tu5DuDXr166b9N+vbti8aNG1+q7tkuCZAACZAACZAACZAACVxWAoU2K/bvLNLQZLklwmCsgV5tLl9GExGhbdmyBatXLkHizjXwTYmHf1IGMuIykZqSjb05udivUvrG5echSZ17ypuvbDCJvtBVTZCWtUyUtksC9fbJffa69Gg4ea5BXSFiOMda7ReKnkqP5G0wwkeJFfVabVdTk5p8lSjRRwkQPf18ka/EitlKu5SoFlnnqEWcBkVEJ4tMgpJYRKQogkVZi87J7taYl5cHWYRdXt518DAnwa8wDZ6FmfAoyFTrLLVkwxNZ8FZ1U24aXLZ8i4wtc7AIV+CIoZZyFDRpAaT0JULJatWq6UXqdvGkrEVMeXqxKhOt5HV/I2HJEsTNnw9bTs7ppyD8hhvQ+MUXYPoPE01tNpvWvhw+fBg7d+7U6ZtPFyUWph/Dib1bsG5nLI6mKdfMkyVEpXHu1Kw2ghq0gYtHgN4rYxMBZrt27dBPpZcubSz267kmATuBMhMoRkdHa6X1tddeq2dgv/LKK3jppZfw66+/6hnYQUFB9j65JgGnJiC/fIYPH67foCVt+bBhw3DvvfeijlKh2wWL27dvd+oxMDgSIAESIAESIAESIAESIAESKI3A+vXr9e7WrVuXdpj7SIAEqhABESr/9ttv6NGjhxYr3nHHHfjxxx/1w/oqhIFDJQESuMQE5Iu9mSoV2XiVeky+HLUXee46cOBAjBw5Un8xaN/PNQmQAAmQAAmQAAmQAAlUFgIbZs9HulWlBHbJxWrXECXyCkeAz6VzmBMHvG3btmHZot+QHLMafikJcDuejvjDadiakYUYJX47YMlFfjGnvOKsRUwYrERnvkpg52k0wEscCZUg0KZ8DfOUhiJPXWdRa7le1rKdV6CWwgJYVD3/5D67D5+s5Rxd7OviHV6CeoASzoWoMYS4mhGmBImhZlcEenjCTwkC3dUiros5bmbkKtFiilpyzG7IdzWp1NRKESnLyWJQYzEpIzaTEvYVLWrb5qYWE4w2n6J9BVYEIQN1lYjRw2hBC8MqRGMNkgo8cbzAD8dtvkhWDpNJ0rRiaVCxmVRsriKUVO3LFFFvxVo4mzMzYEhKhi0uTjlK2uxhlFh7Rkai8XPPoXrHDiX2y4YIEGXJVYLTDOW8mJmZiaysLK1vkfTNksJbtkV8WaLkpCDlwGZs2nUQO4+fEkN6KefL9g2CEFm/MUyhjRQaJRdVfESYKG6UnTp10pNe6ZhYgiY3zkGgzASK4jYn9p9Snn/+edx222245pprEB4ert3mmDrqHHeCh52GgDgIiJ1tYGAgYmJitFpe3mBFuCiqdklBcuDAAeQotTqV4E5z2xgICZAACZAACZAACZAACZDAeRDYsGGDPosCxfOAxVNIoAoQkJnuc+fORe/evTF79mzcf//9+PLLL8+a6qgKIOEQSYAEyoiAuHL88ssvmDp1qs62JM3KF1kihpb0XzIh/GJTnpVRqGyGBEiABEiABEiABEiABMqcgIgFNy8/odqNhIv5GCwu4bi+fWSZ93Ps2DEs/utPHFi3AN7xsfA4mopjh1OxTYnRtqrlgMVyRp8iiKvn7oF6Hu5q7Y4Qb3d4VveE2cdDCfiUeM/VDXkGN9gKRbhnUgJF5Tqo/jOoMbkoQaJBCRINshYRn0oFbVSpoEXEZ1R1WRfmW1GgJioViiujcpF0UcdV/mAVR2FRGmFVLZItFt9WdTlDnaeaVm6Ohar/om2deli1m63aylTrDLXY14mqrxPKATJe9SXpqFMku6tadpbiPGhSAjsRL4aKcFEJGEXM6K/cGP1FJKhcFC0itFQx5Kn2rSoIEV1mqDa1MFMds4s0RZRp1eMpQitxu6k0117i7qja8TamqvaO63ZDVF/Sp1kx/7cibZQuS4RyhfRAUtNopLVojs0bN8B121ZY1H2Vxe74KFoWu0hR9kmWW9kurYhTYmrsLuw+eBSbDmdo3nKeSYXYpo4/GjaMgkdEM7WjKMuGiBIlJbZkHe3ZsydatmxZWrPcRwLnJFBmAkV5EdpfiJLLXdI1yIteXqwsJFCRCHz22Wc63Lvuukvb/D7zzDOwu4z88MMPGDx4MBITE7Fr1y7Ha74ijY+xkgAJkAAJkAAJkAAJkAAJVE0CCQkJWiAgD5Tsn9+rJgmOmgRIoDiBrl274qeffsJNN92Eb775RjuZTZs2rfgprJMACZDAeRNYvHgxXnjhBaxevdpxjZgYDB06FI899hj8/f0d+1khARIgARIgARIgARIggcpKYMf8uUjIUeJEWLHeHIA6ob6IrhN40cPNVi6Iy5cvx8bFs2FQIrNqCSlI2JeCrWmZ2KBc8/YqB73TSy3lFNjM0wvNvTwREeINU7g/0lVq4ww3X2SY/HDY00frIjxVymB5bigaHzFqEnc8WcQV3b6IBkiW/JNrLR482aHUtcDwpFhORHP27eLn2eMTk7PS9ss++2I/V9pyUYI7cTUMUOtgtfbItcBTOUJ6qjHLUpCZhfSMdCRZ8nBCifQkdXWcWh+XRY1BRIVHVV2Wy10kFbV2dFTCyBDl6him1looKQ6PJled3rp4TOLomKRSVh8MC0Nc9eooVNvYvbv4KedVL7QpoWhaLDITjyI+PgHbDyfhWLH0zdJIswj12mhYB76RLZTS0le3K2mvZZHXgTxHlmdHISEh59UnTyKBsxEoc/WgWIOKI4OocuvXr49WrVqdrW/uJwGnIyAq8zlz5ui4xC2xQ4cOJR6mjR49WlviygmS5vn0L/XEVVHa4IM2p7u1DIgESIAESIAESIAESIAEqjwBu3tigwYNtINRlQdCACRAAg4Cffr0wddff63TrX744YfwVWmPxo0b5zjOCgmQAAn8G4H09HRMnz4dU6ZM0Zln5Fz5MksyLEka5zvvvFN/4flvbfAYCZAACZAACZAACZAACVQWAgV5uVjxR7IaTjgMbkeQYgjD3R0iL2h4IsyTtM1LF8xCZsxaBCYnIUcJEg8kZmB9VqZ2ShSnv+IlUgkSmysBYrRaatX0Q16oH5J9ApBsDsJeLz89MVHczRvXrKkzooq2QZ4DyCIaif9iQmZ37rM79tld/Ipv20WIcq7sl7X9Ovv5co69br/Wfq7sFw2GpC0WgaYsosuQzyGpSphov07alHbMSqsUqMSLNYuJFz3U+Tkq9XFKRiYSVFviupimYkm12pCqnBmzlcujWbkgmpUQUNwOZe2m1pL22k2lNy46ZtBOiWa1bVT7lWRQOUyq9M1qLe6KWSpOcXbMVG3JOlm1L/1kq2NSl2U7sovfKl3Xzo5uytnR04wg5Wbp46/cLKv5wM1buVIWJsMlKU1yRBelWVYujZKKukCEh9Y8FFiVS+XJtVXVLbk5yFBCzdSMbCRmWHA4SaX0VgaWxYvZ6IIWtXxRv3Y4/Go2hot3kfBQxKl2YaJovbp06YLo6Ojil7JOAhdFoMwEivKG8Mgjj+iHmfbc4yJSFAGXuM7JC5iFBJydwMaNG5ErCnt3N/z2+TtoW8sdt98Ugnq1I3D4SCwOpcSidj0Tlu7L1+mfi49H0kJfffXV2l3x0KFD+pd38eOskwAJkAAJkAAJkAAJkAAJkEB5ErA7wzO9c3neBfZNAs5L4Pbbb9eTMuX53ttvvw039YXG66+/7rwBMzISIIFyJyBfCD799NPafVW+C7CXatWq4bvvvkOPHj3su7gmARIgARIgARIgARIggSpDYM3n3yIlLwIml1ysNFdX2gMTureqcd7jj4+Pxx+/zcHhtQvgG38M5thUlRUlHeuVQG+jEiWK0K14EXe+Vl7eaK1Eh/Vq+MFSIwAJvtWQYg7GPt8ArVuoHxmJSLUEBQUhODi4zAyXRNQmi6tKY1weRXRKycnJWqMRFxeH48eP48SJE0hJSUGack1MUqzE/bG4I6O4MNZQ10WpxV25LbpKGmolbNRpq1UqZ3ErtKoJV/kq9bOsrSoNtF6ruk22Za3GLGuDOleKJEN2U20ESjtqkfZ0m7JtSYM5Ow4FWUlKOJiBw2lWxGfkIj49ByfS85SAUDk75ipnR7UgORM4rJsss38CPIyoH+qNGsEBqBYaAXNwQ0f6Zru2S9bikNiuXTt07NhRPxMqswDYEAmcJFBmAkV5YCnpG37//Xd069ZNq6olBe6oUaNw2223QYRfLCTgrAQWLVqEIUOGoHH9SAxq748H2voh3K/4j0caWvn5OMLPtxVid9Z85O69Du71OyMrKws9e/bEvn379DnirijuiywkQAIkQAIkQAIkQAIkQAIk4CwE7A6KFCg6yx1hHCTgfAQeeugh7UgggiPJIiEP8GXNQgIkQALFCciz0Pfeew+TJ0/WX/7JsaZNm2LYsGH6GWmtWrWKn846CZAACZAACZAACZAACVQZAql7Y7BmY4Aeb7p7PHIMwbjhippwNxfXHpTEIQK6pUuXYMMf38N0ZA/8j6ci7mAqNmZkqbTNGTighHTFi5sSkzVT7oitlSixSbAv3OtUQ7x/AJI8QrDHO1CLDxvXrQv5u7xGjRqIiIgoNwFh8bgvRV0mV4apNMiyNGvWrEQXGeKYqISKqamp+nNLbGysSnMcr7fFnTFduRymqMXuvCgiPSnF16XW1TnirCgui/Zr5fmJvdjFkAVqn5gXFqo02bm+wfoZi/I/RJ2Ti5wv59qyUpR4MRGWjGTkZKUjSzlEZmRZkJ5tQUauSqmttCk2JWK0yblqrf6Hm3JBdDcb4WYywN3VCLNa3NTi4WaGj7cXPL194K7cMk0+QcohMUi6chRxSRRRqYytukof3aJFC61tCQy8+BTkjk5YIYFSCJz9XbCUk/9tlwgTx48fj169ejlOa9SokXZUDAgI0D/oosRmIQFnIyC/mO677z7Ud0vCc/VzlTCx6I03I9+A4Ba94BoeDYPZC6tXLsO+jctQ3zsbjYLd0NQ3E4lfPQDXsGj8mhaFHTt2OIYmDooUKDpwsEICJEACJEACJEACJEACJOAEBOwCxSuuuMIJomEIJEACzkrgqaee0g/IRWg0ZswYXZc1CwmQAAnIl2ezZ8/Giy++CJmgLUUyJ33++efaZYOESIAESIAESIAESIAESKAqE7BZsjFn2grkF0bC3XQCS1yL9DH92oskrWQRUeIfv8/DlvlfIzD2CHL2JmNXqnJIVC6J25RALV/97W0vIpurp0RuVyiHxOb+3giqWw3JQcol0TMYh7xDIQ7mkbVro7sSJYogMTw8vNIKEu1Mzmft4+Oj01mXNoFKNCLiCC+LuDCKWO98FulXxH32dfF01HJPJQ21tCntS12WtLQ0ndpaPk/J+bJIkdTUInB09Q9GgW91mEMKcMoyS59y0f/YHS6lIREmShHdll2UKOm9WUjgchEoM4GiqGk9PT3PiNtsNsPDw0P/4J9xkDtIwAkIvPrqK3iwSQ4euSpcR3MgOR/vL0/BjSPew1133O+IsGe7e9BTbclr3bfwOO5r44cHOqg/KuK2oUfhVoy7PgjT1hfgYFwSRKDIQgIkQAIkQAIkQAIkQAIkQALOQkBSmxw4cEA/QKODorPcFcZBAs5LQBwU5SG2iBXHjh2rH5q/+eabzhswIyMBErikBGRi9ltvvYUFCxY4HBNDQ0O1YcEdd9yhsyld0gDYOAmQAAmQAAmQAAmQAAlUAAJLpnyOuKz6MCIP/7iblRUf0LJeddQI8nZEv+SvBVj348fwP3IE8TsTsDIpDasz0pGmxGrFS5BKmSwOia18vFGrjj9yw6ohQbkjHncPRV71ojTNrdRkodpKmCgCPNHksJw/Abt4UdwlL0fJycnRwkURK0pKanFyTEpK0osIGkW0KGJFETnai92d0b4tAkcpIqQsXpfzThdXynFZxGFSDOVkYlnjxo0hJnN2oaK9Xa5J4HIRKDOB4v/+9z88++yziIqK0i9qGYBYpcq+xx57jG+Il+uOsp//RKAw34IrUuagy1X++g36kzVpeGdxsvLE9cGzbXph3Y4T6g3aBUF+HqgZ7K3f2CVdyfLly/HaH0nYiGg82z0ANbK24M7WvujXygP3fJaJw4cP/6c4eDIJkAAJkAAJkAAJkAAJkAAJXEoCK1eu1M1LqhNfX99L2RXbJgESqCQEhg4dqp+DyFqESeIoMGHChEoyOg6DBEjgfAjIF2XioDpp0iTHF2Xy5dbgwYN1OmdJB8ZCAiRAAiRAAiRAAiRAAiQA7PntF6zfU1ejSPRMQKKxKGvjrVfX12mGZ0xRmQk2rEJ2TDxWJqZiufpbO+Wkk55c5KEmCbY4mbY5KsIXptqBSPCrhhT3MMQGBGmXxLb16mlBoogSxTWRpeIQEAGpLCEhIaUGnZWV5XB0TEhIgCziwijPYmTJzc3VAka5WMSI9uKqhKzSrpjJySJ1efYrLpripimGciwk4CwELkqg+Oqrr+KXX35xjEVEWU2aNNE57N2VxewRpfoWpe9VV13lOIcVErhcBORNesuWLfqNum3btFW3VgAAQABJREFUtg6rXXv/hTYr4mc8hi41AYu1ENP3heLrE/XR6s7r4BtSFy989o/9VL12M7mgTeNQ1GneRQkUV6g3fmDOH0uxfV89+FmO4quHo+FbkIof74/AnGMbSlzLDRIgARIgARIgARIgARIgARIoTwIrVqzQ3Xfq1Kk8w2DfJEACFYzAk08+qdNCDRkyBBMnTtQPxKdOnVriYXgFGxLDJQESOA8C4uQhgmT5eReHDyk33XQTxF21Q4cOTBd3Hgx5CgmQAAmQAAmQAAmQQNUhEL9pJX6bm4dCeMLkdgSbXYP04Ov45mDp2w9g/c7D2LgvAb+mpCAuL88Bxlel3O2kxGSdqvkhMKo6EoIDkegRgqM+wVqA2CgyUrsjiiBRBGf21MKOBlipNAS8lDhVlrCwMDRs2LDSjIsDIYHiBC5KoChfbMiMyXMVsQ1lIYHLSUBm93br1g0bNhQJBcePH48RI0aUCCFlzvPI378COfkFeHp5ILKbP4Lo607NNAjy90CAjxuysnJx+EQqLHDHiq1xgFdbdHzwPSRumY1d/yzEvn37dLufpbZHzYPfo39zH/SvkYiUOS/A//rRcFGzHVhIgARIgARIgARIgARIgARIoDwJ2B0UO3bsWJ5hsG8SIIEKSGDQoEGQicgPPfQQpk2bpkWK06dP5xcjFfBeMmQSOBcBSSf2zTff4JlnnkFiYqI+PTo6Gm+//TZ69+59rst5nARIgARIgARIgARIgASqHIGEzavx/SdHkFNQDZ6uKVjgFoiQ3O248vCfyNp6EHMTk7FSaRfyT6bn9VTagfY+vuisRImhjYJwIiQYib6RsFYP1e567erW1aJESdssn8VZSIAESKCyELgogWKPHj0gixRJeSv52euqN0wWEihPAoXql7vM6LWLEyUWeX0WFyimL5mC7E0/owAuePNgOxR0GKjkh0B26nEc2jAfrw4diPvvuUG3MXjwM1j39z/aVfHOIa/iWI43fKrXgk/3J+Fduz22//khIsMDMX7SFD3stYdz8Uaf6sha/x0K8rJQ7ebxcDFe1I+abpf/kAAJkAAJkAAJkAAJkAAJkMCFEMjOzsbGjRv1pXRQvBCCvIYESOD++++HTEC+99578dlnnxWlp5oxQ6cOIh0SIIGKTyA+Ph7fffcd3nzzTcTFqQnaqjRv3hyvv/46brjhBrqmVvxbzBGQAAmQAAmQAAmQAAlcAgIJyjnx+08OI8sWCB+3NMTkx6DPpt+xfesRjE9JxiGVmtdeGqjUu30DqqFJwyDE1QpFonckTGE10Er93V2zZk1EKrdEf39/++lckwAJkEClI1BmqilJ+fLaa69RoFjpXiIVb0A///wzFi9eDB8fH4wZMwZPPfUUNm3a5BhI7oHVSF8yWW/PtPRFXM3uKg20DbEb5mLH0q8gqZ/zcvqiXr162L9/v+O69ON78eN7TyM1PRsNOt+JGi2vQ1C9K9ExYhLiN3yvztupz52xIR0pOTZ8fEcEcrbOQ1JeDgJvfw8uJjqJOmCyQgIkQAIkQAIkQAIkQAIkcNkIrFu3DuKIJA87ZWEhARIggQshMHCgmtyp3BvuvPNO/PLLL9pNbf78+ToF0YW0x2tIgATKn4CIEceOHYtPPvkEeSdTzYkJwdChQzFs2DCmci7/W8QISIAESIAESIAESIAEnJTAzh+/xIJFnsgtCITZkAzj9mmwbNuF55UTeZrNpqN2V26J3fz80DMsEIamoThSrTaO12iEJo0bo1GjRoiKioLZbHbSETIsEiABEihbAmUmUJQZlbt37y7b6NgaCfxHAuKeOHr0aH1Vly5d8NNPP+n6oUOHkJqaCh+TFck/DgPUeZvdumBxbndYLdnYMOsNDLq7H2IWWbV1srQRGxsLT09P9O3bVzsy3nXXXY7UJhm7F2CFclrsNPBluHqHI6LDgyr1cwSivOPx808/4rcdWUhrNwp+f7+L3F1/IfGbRxE48EMYzB7/cUQ8nQRIgARIgARIgARIgARIgAQujsCKFSt0A3RPvDiOvJoESAC4+eab8ddff6FPnz5YunQp5H1l1qxZ2umBfEiABCoOgaSkJIwbNw5TpkxBTk6ODvyKK66AuKVKWneTqcy+Nqg4UBgpCZAACZAACZAACZAACZwHgQJlTrR44jSsP9AEhTDAJfcQti18Az8dP+IQJoYr0WH/wEA0bRyCE7UicDQgCk2im2GA0tSIMNHb2/s8euIpJEACJFC5CJTZkwZJn3v77bdr17qrr74avr6+DlIGpQwPCwtzbLNCApeKwLfffovNmzfrtEMyi794kf1Nj81EQWYiklxr4qO0PsjPSce6714GchLx3HPPacfE6tWr64dzQUFBetv+B8L48eMdadFkRnF2ygks+ngorr7jGZjC2yCixbVwd82C0TwfNvWHyV5LIK69+1MkzXgUlv0rkfjlfaiutg3uPsXDYp0ESIAESIAESIAESIAESIAELimBBQsW6PblszoLCZAACVwsgQ4dOmDhwoW4/vrrdcaKdu3aYd68eWjTps3FNs3rSYAELjGB9PR0TJgwARMnToTUpXTs2FG7KPLvhEsMn82TAAmQAAmQAAmQAAlUeAKF+bmYP/ZjxJyI1mM5tm0Gfvp7Jo7mFaVyDlPCxIFKY9CgZTj2h9dBQs1oXNm69f+zdx/wNd3vH8A/2XuJiBFCrCBGrNhiz6KqRkutmrVaWrXaUqM/lKJaW22Kqlqx994EsZMIGSSRRCIy//f55n/SiyAINT7fvm7O+p7vOecdaW7Ofc7zQJJ9sarJW//t5wVQgAIvKWD4kvun7z5u3DiVQbFXr14oXrw4XFxc0l/FdClq2SjwqgXkyd8BAwaow2glSeSmudZuH1mFeL+tSDEwxtR77ZAMYxxbOQoxYddRpkwZ9aSCBDj6+/urXTp27PjQ0wvyRHHv3r3VttDQUMhNu6SkRGxfMhYnVo+BiREQkWgFr0/Gwcw6G65cuQLzApWQveNCGJjbIuHGCdz+owOS4yK1U+KUAhSgAAUoQAEKUIACFKDAKxWQv5MOHjyojiHZ4dkoQAEKZIVA+fLlcfz4cZTVfdASFhYGb29vzJkzJyuG5hgUoMArEJAsiePHj4ebmxtGjhypghPl53fjxo2QTMsMTnwF6BySAhSgAAUoQAEKUOCdEkgLTpypC04shmhdQqQ1a3ph6v4FKjgxmy4D+Ve58+DbRlWQ0KIlUpt2QatugyBJvuR+HIMT36l/CrwYClDgBQWyLEDxl19+weXLlzN8nThx4gVPj7tRIPMC06ZNw+3bt2FnZ6er4Jyqyg5pN8ftzA1RImqbGmx9Ym0Ep+bE2Q2TEBVyWa2TAEVp9+7dw6ZNm9R8566d1FT7IsGO06dPR+7cudUqKWekNauUO5j0RQ1Y645jm6MAKneYgOO+V9VmM5cycOq8FIZW2ZAY7Ivb8z5BckyYtiunFKAABShAAQpQgAIUoAAFXpmA/H2TnJysHsqSBwnZKEABCmSVQJ48ebBnzx71YUtcXBy6deuG/v37IyUlJasOwXEoQIEsEDh69KjK2DJ48GDIgwuSXGDVqlU4duwYGjVqlAVH4BAUoAAFKEABClCAAhR4twVSEx9g3ejfcS6kGI75bcak5R1xOOyarsAz8KGulPO4qqVw96PuOO3ZA926f47u3burKgOWlpbvNgyvjgIUoMBzCGRZieecOXM+x2HZlQJZL6BlPoyKioKUFR81ahSKFCkCExMTDKplBxujRIQgJzYm1UVyyDHcOLcXDg4OiIyMhIeHB/7ZtAZX751E/a/d4ZjXBhMPdYfhYSPYWjigqHMZeOTxQoX8dSAZQW/dugUpBS1PO9y4cQNt2rRBoTz2+OHTkujxv3WwyZ4Pd0yr4kZYDPLmsIFpTnc4dVmOOws+Q9Ltywib2xZOnRbB2D5P1kNwRApQgAIUoAAFKEABClCAAv8vIGVXpUkpVjYKUIACWS1gZWWFdevW4X//+x+GDh2KqVOn4tq1a5AKFdbW1ll9OI5HAQo8h8DKlStV1kQJRJSWL18+jB49Gp9++qm6d/ocQ7ErBShAAQpQgAIUoAAF3luB1KQHWD58MvxCC+GvPaPge32/sihmYYFubi64Vbk21mRrrEtkZITZX9WBvY35e2vFC6cABSjwNIEsy6AoB5EbkH379kXlypVRrlw5FbS1ffv2px2f2yiQZQKSPVFrcqNNgg6NjIxQr6I72pezVZsWPWgJO917gq2LxsDc3FzdjDMyNsCugJVYHTQeZ2O3I2dRO5hYpv1opKQm427cHRy+vg1z943BwJUtULCOPYzNDHHx4kVMmTIFDRo0UP/u5QDR4bdw4s8RiA69BiMzGwz6fS/aduyJWrVqIcUmjwpSNHLIh+TIQNzWBSkm3rmunTKnFKAABShAAQpQgAIUoAAFslQgKSkJPj4+akwGKGYpLQejAAX0BAwMDPDtt99CgqEsdB/QSGB09erVcfPmTb1enKUABV6XwIEDB9T9+datW6ssifLw9ieffIJTp06hQ4cODE58Xd8IHocCFKAABShAAQpQ4K0XSE1KwNwBP2H7uVRMXtlDBSca6/4G7uLsjN71KmBPg2Hw1QUnShvYphyDE9/67zgvgAIUeJUCWRageO7cOXh6ekICEitWrIh69epBMtnJdNasWa/yGjg2BZTA+fPn1VRKPE+ePDld5csqFjA2NMDJ5BK4ioLYuXCYrgR0CurXr49Uq3i0GO0J88JxMDIxxJ3r93BgwVUUiamPX9v54OfWf2Nww+loVroLnKxzI/ZBNBJzBaPlWE9ciTqlykjLB35S1mjp0qWoUaMG7t+7i6MrJEjxKqLjkhBmUwXHzl7F3r17Yezgghxdl8PYqRCSo4N15Z7bIiHEL/1cOUMBClCAAhSgAAUoQAEKUCCrBHbs2KH+LnfW3TSVv9PZKEABCrxKgY8++gi7d++G/D9HAqG8vLzU9FUek2NTgAL/CoSEhKBVq1aoWrUqDh06pLKYjhw5UlWCWbJkiaok829vzlGAAhSgAAUoQAEKUIACTxN4oPvM//euP2D5oSuYu2EoYuIikNfUDOOLFYRD8xbY4D4Q8cYOaohGXq6oVJwVR5/myW0UoAAFsqzE85gxY9C4cWMVpCVPTmtNnp7u1asXunbtqrLZaes5pUBWC0RERKgh5Ya4o6Ojmn/gfxjuFuFITjXA6qQPcOXACgT7+6FEiRI4HXAQjb/1gImFEWIjH+gCE68h6HSk2q/2/xrBUpcB0RI2cLB0QtGcZdCsTGecCNiNRfsmAdl0x6p0D/P2jUX7SgPhe+YcPvvsMyQnJ6v9E+Pv4cjyEajQZhTschZChbajsePAKZQqVUplEfAq7Y4JtUsgMfgcbs//BE4d5sPUpbTal18oQAEKUIACFKAABShAAQpkhcCCBQvUMJJBSf/v9KwYm2NQgAIUyEigQoUKOHz4sCor7+vrq+6BDB8+HAMGDICZmVlGu3AdBSiQBQK7du1S9yZv3Lih7sHLvXgJTsyZkx+SZgEvh6AABShAAQpQgAIUeM8EAi8cxaohSzH75AH4BR5RV9/UIRualXPFYc/PcNPALV2kmKsDejUrmb7MGQpQgAIUyFggyzIoSva6Tp06PfahhwSL3bt3D/rldzM+Fa6lwMsJxMfHqwFcXFyQkJCgKzHeGjvGtlLrdidXxdU7Cbi0f6W6SedY2Aw1vyioghND/WKwZtgpeOarpvpK6WfJBvpoMzQwRPn8tTD2o2W4tC0cKSmp2HdlA0Zv6IYf/jc0PThR2y/pQSyOr/wBRgkRMLOyx8movOgz6DtcunQJi1b+g6QGE2CatyxS46Nxe8FnkGBKNgpQgAIUoAAFKEABClCAAlkhEB0djTVr1qihOnbsmBVDcgwKUIACmRJwdXXF/v37VVUVuSco5Z8lm+LZs2cztT87UYACmReQgMQ2bdqgVq1akPlixYrh9OnTmDlzJoMTM8/InhSgAAUoQAEKUIACFEgX2L10Kub3/h1jd/6pghNNDI0wKI8Latf3QGCzEQ8FJzrammN4hwowMc6ysJv08+AMBShAgXdNIMv+T+nk5JRh2ZZr167pArlSIGV32SjwqgRSU1NVUKKML+WWW7ZsibunN6BkLjPcTzXDuqT6OL91BlJTklC3RXXka2CiSjrnsywBn4m+MIYpxo0bB1NTU1X62cTE5ImnamVhjWouLbB5wjkk3zdAUORVWFeLgHMhO9SpUyd9P8lQ8s3A/hjUsiiigi8DxhYIt6sGaydX1Wfr7gPI/tkfMHOrgtSEWNxe1AXxl3en788ZClCAAhSgAAUoQAEKUIACLyog1Qzu37+vsseXK1fuRYfhfhSgAAVeSMDW1hY+Pj5YtGgRcuTIoQKm5GHQESNGQO7hsFGAAi8nIA9qjxo1CkWLFsWff/6pHsju3bu3Ku0slWPYKEABClCAAhSgAAUoQIHnF1g2+DMsn7gVY/YtRXj0LWQ3t8b4ogVg27wGrnkNx7Ego/RBTYwMMUIXnJjNxjx9HWcoQAEKUODJAlkWoNilSxd1k3HIkCHYuXOnuhkya9YsFezVtm1bWFhYPPksuIUCLykQFRWVPkJgYCA2bNiAATXTyjzvSK6OwIAriAg8Czf3fLCveg8m5kawS8mNEob1kJKcqj60k5t3kulTyzKSPmAGM927d0foxRhdauejeHDbAOY2JqpctFdDj/TeuXLlwo8//ojKFcvi1JrRuBt8CaaWtqjUbgyss7ti8+bNMDS1RPZPZ8O8qC6wMekB7izribjzPuljPM9MUFAQBg8ejIULFyImJuZ5dmVfClCAAhSgAAUoQAEKUOAdE9DKOzN74jv2jeXlUOAtEjA0NET79u3VA80ff/yxqjwxevRolent7t27b9GV8FQp8GYJrF69WmVK/P7779XDCN7e3jhx4gSmT58OCQ5mowAFKEABClCAAhSgAAWeTyA+NhrzWtXAwr+uYcbJ9UjUfW7vkc0FY8oXQHz7Tjjn3B5XQu4/NGifD0uhaD6Hh9ZxgQIUoAAFniyQZQGK7dq1w9SpU9WT0bVr10blypXx5ZdfomHDhpgxY8aTz4BbKJAFAhEREemjLF26FN4FLVAypykepJpiS2INXNy9UG0v/IE1LB1MkRhliDHt58P3rK9aX7p0aTWVm3hyA/1Zzc3NDQ0aNEBcVAL+HH4QQWciAaNUhGQ/joKVs6vdb926hd27d6N69epITojDsRXfIz4iAMbmNqjYdjT2HbugsouG3onEx7Mu4Eysbr/kRET82Q+xJ1Y96xTg7++vSlFPmTJFjSM3+8ePHw/5ALJDhw7P3J8dKEABClCAAhSgAAUoQIF3U0AqGezbt09lU5LgIDYKUIAC/6WAPMApGd4km6JUrpB7JbJu69at/+Vp8dgUeOsEfH19VfWWVq1aqfuC+fLlUz9bkiygVKlSb9318IQpQAEKUIACFKAABSjwJgjcunIaixvVwqQDEfC5sl+dUtP8ZdCzeh7kGjwOZ5LLIyo2Mf1UjY0M0KVRMdSvkC99HWcoQAEKUODZAs+OxHr2GOk9evbsCcniFhwcjICAAMjT0L/99hssLS3T+3CGAq9CIDw8PH3Y69evY2DtHGp5V3IVBF71RVTIVZRokAu5i9vrEhUmY1CjybA0tVYlhqTji9zE69WrlzpGUkIKLq2JRWW3BkhFCqp/XhiFqzqrbbVq1cLRo0dV+WkbKzMM/7QMCuexU5kUizQciJl//KkyB+zavRdNfz6Mmzae0NWhRuTabxG9bxbOnDmDY8eOqbEe/bJ27VqVhWDYsGGQJ6YPHTqkPoCUfgcPHny0O5cpQAEKUIACFKAABShAgfdEQLKqSwnVevXqqSCg9+SyeZkUoMAbLiAB05MmTYKBgQGkPK08+Nm/f39WgXjDv288vf9eIDIyEv369UOZMmWwY8cOValI7gX6+flBHlhmowAFKEABClCAAhSgAAVeTODIugX4u+UnGH7qJs4Fn4OxkSn6uVdE9Zo5UW/CEhwNc0TkvQfpgxdxscfMgbXxsXfh9HWcoQAFKECBzAlkWYCifPghL2k5c+ZEtmzZsGrVKvj4vFi52sydPntRIE1AAmO1Vjm/OcrkMkZiqjG2pdSCedRZ2Oe2QLmPXFWXYmbeKF2kvJqXAEBpWgZFtZDJL02aNEHevHlV7zat2+Lz6iNQIU89GBgaoEpnN7iWy6Z+JrSMjH379oVXeU9c3jxJl8Hxpi5I0Q6rTiYg6HasurEoPz2Nx+2AUdm0DCfRW8dj+Ve1ULFiRVy4cOGxs5LAR2mxsbGQEknSJkyYoG70h4WF4c6dO2odv1CAAhSgAAUoQAEKUIAC749AcnIyWN75/fl+80op8LYJfPHFF6oUrQRVyX1EqcZSrFgxbN68+W27FJ4vBV6LgJRulsDEadOmqTLpH330kbpP+MMPP6j7ia/lJHgQClCAAhSgAAUoQAEKvIMCa0b3wdYBP2KQ33WExoTCztIRo0pXRP4PPVGh72+YtC4QRy+GpV95/pw2GN+zKnI7WqWv4wwFKEABCmReIMsCFAcMGICBAweqI6ekpMDb2xvdu3dHixYtVHa3zJ8Se1Lg+QUCAwPTd/qhedoTC3uSK8GrXAmUKpoPlT8rCCMTQ1jez4EhnX5SfdesWQPJtmhsbPxCAYpGRkaYPHmyykoiwYeSAeBz72G4vDcMhrrUzjV7FoF7lbwYPny4Ot7hw4cxaNAg+Gz8B3sWfKPL6nhFF6Roj4rtxmDV+u3qZqOUqu4x9wRmnTZS+/Su6oCfmmTH2TOn069Pm5Hx9JtkIpCfw/z586vV586dw6VLl1S55w8//BByvWwUoAAFKEABClCAAhSgwLstIA8K+vv7w8nJSf09/m5fLa+OAhR4GwUk2EpKPm/btg2FCxfGzZs30bRpU4wZMwaSKY6NAhQA7t+/r+7zeXl5Qe57FilSRGVPlN/zrq5pD2HTiQIUoAAFKEABClCAAhR4foGE+Dgsbl8Pm2ZswIjr13A/8T5cc7hjZKVysPu8A/wcW2P8n2cREBqTPriJsSG+aVsOZiZpn+Gnb+AMBShAAQpkWiDLAhRPnjyJOnXqqAPv27cPFy9exLVr13DkyBFMmTIlPbtips+MHSnwHAK3bt1SvQtlN0ExuzikpBpga7I3WtUshNye1shZ1BYpScCPn81S/UJDQ1UArSx8/fXXsLe3V+uf94s8tbxlyxa4uLioXU1MTOC/NR5XD96Gke6NStVuBVC2trvatmvXLsycOVPNJ8bfg8H19f8fpGiHRfujMXbS76pE87p16/Dj2ksYszdJdx3AJ2Vt4eI3G6lJ/6aPlkDGK1euqKBICQLu2LEj5s2bp5ZLlCihjnHq1Cm0adMGixcvxt9//61u9KsN/EIBClCAAhSgAAUoQAEKvJMCko1s3Lhx6tqkFKS5ufk7eZ28KApQ4N0QkPuIZ8+eRadOnZCUlKQe8JRKFZJVUavS8m5cKa+CAs8nsHbtWpQtW1bdU5efjdatW6t77LVq1Xq+gdibAhSgAAUoQAEKUIACFHhIICzwIlY0roo/Np/H7Jv+6m/P8oVrYWBVd2QfMBwbAnIiMOzeQ/s4WJthdJdKKJDL9qH1XKAABShAgecTyLIAxejo6PQgLynLUrduXZWxoVSpUipo6vbt2893ZuxNgecQCA4OVr27VLSDgW7uVIoHiuoC9RztDRBsnlbG2W/zbThYOal+Xbt2VSWQPT09MXLkyOc40rO7uuZzxd45l+FsXAgpSMKmwDnIWyI7HjxICzDUgiELu+XDly0KoWBuW9y99wCL9kWh79ffqwNIxsPB83Zhh5E34pNSkC8lALf/6IDke+Fq+7Fjx9S0UKFCKjPiH3/8AQmOlKYFKI4aNQoSpCiZHqWFh6ftqxb4hQIUoAAFKEABClCAAs8hsH//fnTu3BnyPvWXX35BYmLiU/fes2cPvvnmm4deWf2++6kn8J5ulL8LTp8+DVtbW0gZVTYKUIACb7qAmZkZ5s+fj4ULF6rqFrGxsejfvz8aN26MoKCgN/30eX4UyFIBeei/cuXKKgOyn58fcuXKpcqfr1ixAnZ2dll6LA5GAQpQgAIUoAAFKECB903gzPZV2NjiQ4w5dgPb79zSxbAYokX5T/BJVUfk6TcOS/ZHquRBmotkTWxaOT9++9IbpQpm11ZzSgEKUIACLyiQZQGKUlpCbqLIB1VSSlbLpihPecbFxcHCwuIFT5G7UeDZAhIAa2duiFal055c2JZUAx/rsiduOrsEcUnRiA6Nx9E1V1TJ4xkzZmDDhg0qm4hkF9QC+559lMz1KFCgAFJTAJsbRVAyTyUkJMejVr8iyF7AGhJQOGfOHDXQ7t278fGHzTCuWxXksDFApC5IMcisPI74BuCvv/5SpZpNCtVChyXBiE00RMKNEwib9SESQy+qnzUZpGLFio+dlBagKFkWpQ0bNkxNWSZJMfALBShAAQpQgAIUoMBzCsgDaN7e3nBwcFAPov36669o27btU0eRTPoScCLvSbUX348+leylN8rfRIMHD1bjfP/99+r79dKDcgAKUIACr0mgQ4cO6iHL6dOnq3uIPj4+qvzzV199hbCwsNd0FjwMBf4bAQnGlfdW1atXx6FDh2BlZaXu5124cAH169f/b06KR6UABShAAQpQgAIUoMA7JODzyxDs7vUtBl24gYsx4TA3tULPmj1Rr74jXDqOwexNl3TZFP+94Prl82LBt3XxRYtSsNdlUGSjAAUoQIGXFzB++SHSRpCnm5s0aYKffvpJBX61a9dObZBMG87OzrCxscmqQ3EcCjwmINkB23nawsLEAIEpuWGWvwLy5DDAlD1/qr6xZy2RkpyKBQsWqPIoslL+rRYvXvyxsV52hWQNlXb2jC8Wfv0HJm8bBL+QE2j4tQc+KTEYNcvXh6mpKfz9/eHr66uCEZeOHY+KbX4AchbBmGVn8X1HC3gWdoKbmxsOBcSjyz8PsPLzQkiODEDAtKY4vf6uOoZkY7xx4wakBNLOnTvx7bffQgIktSY/k3369IFkU5Qsp8nJyekZFbU+nFKAAhSgAAUoQAEKUOBpAvIes0uXLpg0aZLqVqNGDch73gMHDqBKlSpP3FUeYtMeznliJ27IEgEphfrZZ59BghRLly4NKe/MRgEKUOBtFOjduzekjG2vXr0gD3ZOnjwZs2bNUlkVBw0axODrTHxTT548ib1796oMlDly5FAPyzZs2BAS9Hnp0iU0b94cRYsWzcRI7PKqBaTays8//4yxY8dCsodKFZTPP/8cP/zwA3LmzPmqD8/xKUABClCAAhSgAAUo8M4LJCbEY1XvVvDdfBYTg2/pEgslwck+L3pXaYm8LT1xy7Q41m3ye8ihlS4JUtfGWR9D8NBBuEABClDgPRTIsgDF2rVrQ57qPH/+PLy8vODo6Kg4JXPi7Nmz30NaXvLrFIiOikTHRmmlTrYnS/bEwtjkuwQPku4jv6M7crg4wQf71A0/OS8pQf6qPrSTDwSlSWk1E2Mz9K8zHhO3DMDV277wuTUbZRI8VTCvZBpt0aIFrl69qvofWjoMjXtNwQPkxnfzD6F30yKICbqRtu1CECZeaYAKURdQ3c0S05rZorSrPX7UZRY4fPiwusn8ySefICQkBJKtRm5oSlCwZIuUTDfS5EPLu3fvpv9sqpX8QgEKUIACFKAABShAgacIyPvLU6dOYcKECem9SpYsiSJFimDTpk1PDVCUHbSHZLT3pOmDcCZLBSS4QQJP5O/vpUuXwtg4y/7Uz9Lz5GAUoAAFMiNQrFgx7Nq1C1u3bsXw4cPVfQ4J4Prtt98wcOBADBgwANbW1pkZ6r3pIw+kSrUQ+X2wZ8+ex65bygNHRUWp9VJpQx50lYdiy5Yti2rVqqksfebm5o/txxWvTkC+X/LAv3ZfUB4AmTZtmnoI5NUdlSNTgAIUoAAFKEABClDg/REID76OTZ1a4y+/eKwJClQXXjRvBXStUBF73bxw+JKVbl3wQyCf1i2K9vX4QNdDKFygAAUokEUCWVbiWc4nf/78aNy4scqgqJXvkhK0DRo0yKLT5TAUyFigtN09uNgZIybVCgE2lVHE1Qg7LqxWnT/07IbKlSun7ygfjkq5OQMDg/R1WTmjZVCUp9Lv37+Pv1b9DYsrhVWgZEz8XUzY3A9dvmivDqndhOzWrRsMUnU3k6f3QRFnIyTpsj1OWXMBX41OC+5NSUnB5OmzVbnndVcNYag79+5lUjGndU5c9j2hSqrLh8fyZLw0KQUj2RldXFzUh5NaBlPt51J14hcKUIACFKAABShAAQo8Q0B7vypBDPqtUKFCuHz5sv6qx+YlsFEyfmfLlg3u7u5Yv379Y320FRI0IQEV+i8JtmB7toA8oDR06FDVccqUKa8kS/yzz4I9KEABCmS9QL169dRDmX///TckOF4euhwxYgQKFiyIqVOngvc40syPHTuG8uXLq8yI8ntUgtVr1qyJnj17onXr1qqKh/yelYx83t7eSEpKwvXr17F9+3b1AIJkVHRyckKbNm3U72r+/s36f8vaiBERESojqJRybtq0qQpOzJ07N5YsWaIyhmr3FLX+nFKAAhSgAAUoQAEKUIACLyZwbu96rPqgFUadjMSaQF81SI2SLdG5thd2FKqPREMJTvy3GerCBvp8WIrBif+ScI4CFKBAlgtkaVqFhQsXYty4cfDzS0uDK1kUO3XqhB9//FHdHMvys+eAFNAJrF69Gq2Lp8Xa7k6ugkZVi2Lj2UW6FM0PUNDJAyVdKsHZNEwFJEoWQXniXgL3XlWTG74SKBgWFqayiZ49e1Yd6uDRfdiYMhNBkVexK2IxKtYoiyN7TqjSRTNnzoSlpaUqP/33lC/gWKoFnIvXRslGfWFunQ1XD6aVqv6kfQf01JWpjj68GOHrR6KBuxVK5HRBr9V+MDMzg2RllCeuJVONfgCmBGXGxMTw5v2r+qZzXApQgAIUoAAFKPCOCki5QWnyXlW/ybK2TX+9Ni/vSaU0p5SQlLLDo0ePxocffqgCTSRb06Pt4sWL6Ny580OrExMTH1rmwuMC8rd3y5YtIVYSWCIPPrFRgAIUeNcEJICuWbNmWLFiBb7//ntVplgyz3399ddo1aqVKgctWQDfpxYcHIzNmzfjr7/+wrp169SlywMBUh5YymPLQ+RakwdopeTzxx9/DFtbWxWcKA+5SiUcCW7cuHEjAgIC8Oeff6qX3DPr0KED2rdvz6B3DfElpnFxcfjnn39UhmPJdqy9vzE1NVXZQCXolhlBXwKYu1KAAhSgAAUoQAEKUEBPIFlXwnnJkO44s+ECfr96CXEP7sHUxAKfedSGrVch7LKtqtcbus/TgQpFndGuThG450urSvhQBy5QgAIUoECWCWRZgKIEJ8qHIVJmRbI2SFmQM2fOYOLEiQgKCsLy5cuz7KQ5EAU0gYSEBPw8oh/+/NgCyamG2P6gAn7xsMbI9WtVl5Zlu6upBAxKYKI8Jd62bVtt91c2lSeet23bBi04UQ506thZDOo4BaPX9cCd2Juo3D0PShQvgR+Hj1PBhKNGjVI3ggMDAxAYOAW1bS1hqguuLFz9U1g5uiDk2DJMnjxZ9bUq3w612/bBL03tUMDRFH91yoOQfM1QuUoVSDYb+YBXyq1L+/XXX/HgwQM1z+wCioFfKEABClCAAhSgAAUyKSBZmKRJZnD9JsuStftJTTLpay179uxYoHvIZt++fWqaUYCi9NeyNWr7STlKticLSEbKLl26qABQDw8PlZHpyb25hQIUoMDbLSAPYcr9HAlInDt3rrrHI/cdpay9vCTDogTmSVCdVkXi7b7itLOXh03lvqpkLT59+rR6yXVfuXIF8hCuNCMjI3zyySfqHqxWWSNt77SvRYoUgby0VqBAAchLqo3I7xFpEqgo927l97UcTx5Al5cENMrDBpIJWV7Ozs7qnq+U4Zb3AbIswXXGxll2i1k7zbd6KvcfJeBz5cqV2LJlCyRIUWtlypRR36927dq90geoteNxSgEKUIACFKAABShAgfdF4OT+bTg2bCiW+idjV8AJddl5HQugX9G8OFmhLoLM/q0QU9HdGc2rFkBRXVCilbnJ+0LE66QABSjwnwpk2d2jWbNmYcyYMRg0aFD6BUnWDCn5XLhwYfVhidzUYqNAVgocP34cdV0k+M4CZ1KKI+D6RRwJSEZSSqLKnlgsV7n0w0lpm9fVSpcurQIU5Qa6lG2REjtSes3Lywuz+25Co29LAA7hyFnPCtbZ0j70lZ+PP/74Q5XXkRI8HTt2VCWeL8flQu7iNVG6QnUYmqZ9CCzlm08ERKPtn7qgzB8awTr0CPLeXIfbC++iapnCKkBRgiMls8CBAwfSL1tKybBRgAIUoAAFKEABClAgswJaaWcpBSnBDFq7du2aKiWpLT9rKoEL+XXZnCSbItvLCezatUuVdD548KAaqEKFCti0aZMKInm5kbk3BShAgTdfQH6f9OjRQ71OnjypAhWXLVumHhDt3bs3Bg8ejE8//VRlC5T7km9T4FxoaKjKZijBh/J7Vu79yMOnKSkpj31j5H5TpUqVVFUOqV6jH4D4WOdMrJAS0fIaO3asyva3aNEiSLY/qdBx9OhR9XraMFLVQwIW5SUBi/b29ur3vpTjlvcS8h5CvhdyLVJ5RO6BST/pL9fytrfw8HAV2Cm/m+Ul9wH9/f3TL0scJIhUghIluJONAhSgAAUoQAEKUIACFMg6gcSEeCwd/DnObb2O2dev4m5c2ufhDQtWRrMiRvAp3gMJRtYqW2LN0nnQtnYRuDrbZN0JcCQKUIACFMiUQJYFKMqTofIE6KNNbkBJNsWMbqY92pfLFHhegUP796JV6bTA1z3JlZAavgs7/M6oYRp6tHve4bKsvwTmSibRr776Kj1Acf/+/aqk3d2we/hn9El8/msDhEQHYuLmfvim4a+wMbdH/fr11Us7kcpF7bFsyPeo8PEI3I41R/9f9+KHThXVONKnRJkKcO+9FPeOLsNdn9F4cHUvhhUxRlwZGxUwLDdI5Uav9lQ9MyhqspxSgAIUoAAFKEABCmRGIE+ePOqD9L///hu1a9dWu0ipSCktLBnKtSalISXQwNHRUVv10FRKUUogSd26dR9az4XMC0jGrCFDhqjgFdlLymz37dsXw4cPV/aZH4k9KUABCrwbAp6enpg9e7bKHCiZ/+T3klSUmDFjhnpJkFyDBg1Qp04d9dKC7v/rq5cARHmAVDIHnzt3Tj3QKgGJEtCWnJz82Ok5ODjA1dUV8jCsvKRqh0wlQ3FWNyk7LFkq5SVVS+Qc5Xe+9pLf5/fu3cONGzfU9O7du+oUpHKHvPQfjNUC6Z92jpL9Ud47ODk5qeuRqQQyyjFMTEzUvAQ/5s2bF/ny5UOuXLnU9UuGZwnelHLJct9LzlsCH+UlQY/afTDtfrQsP2mdXKeWMVo7V7mW2NhYFaApznJd8fHxCAsLU687d+6of2uSbVLmtfOQc5GXZJaUQMRGjRqph5W1hzzkHGQM7VwencrxH133pOXM9hUDMZYS4GwUoAAFKEABClCAAhR4VwRSUlLxz4HrOOizEnl3rcG867E4ectXXZ6jTQ70dCuKlHIFcaJYBzQs7ASPAo4o6eYIe2uzd4WA10EBClDgrRPIsgBFeQJUsijWqlVLlRbRJOQp5iq6srNyUzAzTQKqhg4dqp40lX0k651kkntak5t348ePV6UzJFCyRYsW6kMauYElTW7wzZkzR40pGTvy6zJ3yFPVH3zwwdOG5bY3XODWrVuIPrsJ2fIbIiLVDgdvGiFfyUTEPoiHk00eeOar8Z9dgXx4K0+Zyw1OeQJemnyQq7XYiATki6yKoOwHcPPudfy8ZQC+aTANlmYPP60hT1hH3PDFFZ//oVbn8Qi6HYu+v+xAxKndaij52ZJmXaEdzNwqI3LNN8CNE5jQLAd2XYnDN+uN0KHnQPXzIf0eDVD87rvvVNlreUKejQIUoAAFKEABClCAAhkJyHtFyfAtH27L+9OffvpJBXx4e3und5es4W3atFHZwGWlbKtatarKmBQSEqICSGR/Kb/JljkBCWCQzIg3b97E2rVrVQCL7CkBG5I9TAITJQCCjQIUoIAmoAUyybL+/H+5LOehfy76AWPaecs6rY/WX6b6fbX1so+2Xn++efPmKrOvBPpJKWQpiXz//n0YGhqq8sVSgUMCtOSeoATfy7wE/mlNf3xZpy3LVFtWM///RX+9/rzWR9ZJ4JsEusl5SMCdBLzpX6sEshUqVEi9ZF7OVe4jyf1M+X+9BN3JS4L4pGnHkXm5xyQvbZ02lW367UnrpU9mt0mAnvyer1atmv7Qal7G0MbRptrYGW2T63y0PWldRutlX3koQpp4afd+ZVneb8grq5t+9mctWFICJiVANjNNyjtLIOp/2eS8GaD4X34HeGwKUIACFKAABShAgawUCLp9D1OW7oHzvikIPRuLqdfOIj4xTvc3ghEaFKiADwoaovR3P6GIhyey26VVMszK43MsClCAAhR4MYGXClBcsWJF+ockctNJylfIjTVv3YdRkjVRMjwcPnxYBRlm5vRkDMk8Jzfepk2bBikjpn2A9bQgRckisXDhQvz666/quAMGDFBlNebPn68Ou3r1alWKREq8yJO0O3bsQLNmzVTQYteuXTNzauzzhgkMGzZMlZ1Z2j637swscCC5IvxP+qBwryR1pvWLt4ahgeF/etba09fyoaE86a7dQJUsiVu2bMGeLQcxY8E0/OTzBQIjLmO8LpPiwPqTVSZF7cS1p/uv+51Cx4RjOOX/ANnzl4F9mbYoY2SP7j3+LVtt4pgfTl2W4/JfY2FwYh68C1lid183WNUqgAnjdTeedYPqP8kuwcM//vijOpRkenwVT95r18EpBShAAQpQgAIUoMDbKyAPgK1bt04FGUpWcAlEHDRo0EMX9Nlnn6FcuXLp66SM4S5dKeJDhw6pv9Hk764vvvjiiRkW03d8j2ckqGLNmjWYOXOmykwlD9/JQ09ak2CVli1bYvTo0ervbm39o9NHA0T0t+tvk/VcTgs80ozeFw/tOrWpXL9+wJcs62/LaP5p67Rt2lR/PG2dNs1om/66zM7r99MfW9ZLe5l1T9pfDfz/XzIaX397ZsZ4tD+XX0xAgtqkwktGVV70R5TAwVcRzKZ/DG1e7g/JS7IDPm+T3wXy+i9bRlkdn3U+8n14UoDhs/Z93dvl/38SPCo/x/LSgkhlKtcg16/9jMs9a+0lv5fl+ypTeelfs3btT5rKNT5p26PrX7avnK+dnd3rZuXxKEABClCAAhSgAAUokGUCDxKTsfGQP474heqS+dyDY+AGuBw7gt8DbuPanavqOPkd3fBF3pxI8S6FLuN/hZlJ2oNeWXYSHIgCFKAABV5awEB3g+XhO/LPMeTUqVOxbdu2Z+4hpTUkGOpZzcfHB02aNFGBiVK2Q5pkhVi6dCnkCeiMWlRUFHLkyIG5c+eiffv2qouckwSByT75dU9GSwkOCZjUbx999JEKYpQAysw0CYKUD4emT5+eme7s8woFTpw4gYoVKyKXtQEO9HPVBd4ZYPC9r3Bw7w+o/UUhWJnaYOLHa3RvPN6cJyLk3+aSJUvUh7KdO3dG+fLl1c1ByRgaEh2AUWu7IxH3kdsuPwY1mAJ7y3/L9NjY2Kgn7eXJcPlpda/dGa7lminhYq4OGPJJeTjZ/3ut8oR+tZKu+N7bHKVzpr35OnPrAYZvuo3i3q2wePFiyNPfxYsXV2VoZCApiyOlZ9goQAEKUIACFKAABV5coGHDhvj444/Bh6Be3FB/T3kfLFn6XVxcVLCABAFIBiAJKpH3vPIBvrxHlgAC+VtNskzJ355SZlHrI2UiJWhA/uzV5iXQQ/5GlL6yjzQt+ELGk6YFg8jY2jFk+mjQwKN/TmvL2lSyZkmTfbVjSKCAzMsxZHwtAEL20R9fuz7pL/vLVL9px9Bfx3kKUIACFHiywKP/33x0+dE9tf8vP9pPf/lJ8/pj6f//XOa1/9drfR5dftr6R/s+uiz7PrpOW9am2vj6fR/dpi3L1NraWv0e0l+n7ZvROv1t+ttlXlvOTB/9/tq8TMVcfofKewJtPPk9Kcvy+13KUMtLKq/IfWNLS0v10v/9q/0e1qYSwFeiRAnVT+4hy3sOeZ8g+0gZa5mX9xNsFKDAmyUgZejlZ1d+9tleXkA+N5BKZPKgGRsFKEABClDgTRHYe+YWfv/nLCJjHsAm8RZqXlyKrZeSsP7aUSSn6P4u0MUDtHEriyrFDFFu2BTdZ/CZy3T+plwfz4MCFKDA2yQgic+kTZo06YVO+6UyKPbr1w/yyqommQ0laEoLTpRx5UO+MWPGqKDFAgUKPHYoyeAhH041atQofZu3LoOj3JTauXMnJBjs0eBE6SjZ4m7cuJG+D2feHgHJ1iI3EDtWzqW7EakLrksujNCwYLjXSgvqq1m0xRsVnCiyEydOVEGzUgpdbm5KeTsJTty4cSNWrVqFvzfvR8NvPHAL/hi3qTe+bjAV2a1zqm+KZFGUbKTywaX8O58+fRi2HLqErX7JuBAQiT5TduPrtp4oX9RZ3aCVD1l9Dp5TNiaX1iNqx2SU0iWaXNslD/bfPofke+Ho06dPenCiHETOhY0CFKAABShAAQpQgAJvkoC855dAQ5lKkxKJ8sqoSSCBNO3DSQlGlJfWJIBB3k/LeNIkyED+jpTXq2z6QYX65/Po+WXmHPSDYDLTn30o8L4IaAFKj17vk9br99Pvoz8vffSX9ee1/R9dp7+c0by2TpvqH0NbJ1NtXn+7/ry2Xb+vNq+/TdtHf502r23TAq+1/bX1+ssZrdO2a+Npyxn1lWPoB1lr+2h9nzbVzk/6ZHWT3wlSIllK78pLHty8ePGiKsd8586dZ94nkYA1qdIiVTPk9ei8BNd7eHhkeE8yq6+F4/0rIMGIBQsWVK9/177cnL29/csNwL0pQAEKUIACFKAABShAgecWCImIxcx153DofIiuLEIKyt/+C0Yn/THq+hWERQer8UrmKoGe+axQbnBHeH3Y7bmPwR0oQAEKUOD1Cvz7ic0rOK6Ux1i5ciWkxLKUBHtWkxK4+sGJ0l9K40rz9/dHRgGKso/cfJKAL63Jhz25c+dW+2jr9KfyBO2ff/6JESNG6K9+aF7OOzIyMn3dqVOnMjx+egfOvBYB+XDy4MGDuvLNQItiZuqYe5MrwzTpNHIV05Ur0WUYrKULUHzTmtyolrJ3WuvQoQN++eUXSMCi/JxI2zD2LD76oQJu4ybGbeyJQfWnwPCBOfLkyaMCFOWG6OzZs9VyD12wbqUL1/HN9G2IhjNGzDuMgjZ3MWPk56hapbIK6q1WrRrg9RksPJpgescy+LC4KarliMGNn2vC2j9IF8RpDAfH7KqkEQMUte8MpxSgAAUoQAEKUIACFKDAqxLQD0zSjpGZdY/2edLyo+vlGNo6baq/7tFz0Po8OtXf59Ftjy4/q++j/TNalnWPrtfGzWibBHFp29WM7ov+uoz20V8ngbT6yzL/6HiPrnvSsv5+T+qjnZs6CL9Q4D8SkH+H7u7u6iVVVh5tUnlCXnIPUZrca5QHoKWKiwQkSoAiGwUoQAEKUIACFKAABShAAQpknUBEdDy2nbiB/WeDcSnorho4R/wFVD7zN5ZdT8KegGNqnY2FPbrkL4FKtZzR7Ke5sLThQ0VZ913gSBSgAAVencArCVCUrIbz5s1TQYASUCZlzjLTJJuFZD7Ub9qylulCf5vMZ7SPrJf9Mtrn3r17aNGiBTw9PdG/f3/pmmHbvn07AgMD07fJU9X58+dPX+bMfyMgT7NLVpQ6hS2R08YIMalWuqyAdnBwCVUfqGQ3zA/H/888+N+cYeaOKhkMpUS6Fpw4btw4fPfdd1g5/DC6T2uEyLjb+HpJW/hMPIuooAcq6+Jvv/2mghO1I+zdvgFbf/8SpRv1Qs4SdXE1xh7lW/+IoxsmYeDAgdDKlxtZOWLycWPMP3gTPzXLhRI54jGyYXZ82aAAVlyzweglIc/MDKAdk1MKUIACFKAABShAAQq8LgEJmpK/67TsiFpJR8l+qB/gpAVByXlp89o0o3XaNsmeKGPKS44j66U8tPwNK8eUY2jHkW2yXkpKyjrJ5ChTCViJiIhQU9ku52Zra6uIpI8Esch16I8jY8h++utkhycta+ufdi3aNWnTzPTNTJ/MjqffT8ZlowAFKPC2Czg5OUFeUumFjQIUoAAFKEABClCAAhSgAAVejYDclzt15Q7WH/JX2RJTUnTZiHTNKOU+qgctQbBvNAZfvYjo+2mJparn80SH/EaoOeE7FKlY/9WcFEelAAUoQIFXIpBlAYryRPHChQsxf/58XL58WX3gMmDAABV0ZW1tnamTl37ydLJ+k4BCaTY2Nvqr0+dlHy3IK32lbkb2e3Qf+YCoSZMm6gOitWvXqqn+PvrzM2bM0F/EkCFDEB0d/dA6Lrx+gdOnT6uDtvNM+9DvQHIFGMf5w8JTSrMZw8Ox6us/qRc4opSbkX+Lkln0888/x7fffquCBKUU9IZxZ1Hq02ywy2OGxt96YPfMS/h56Cy0atXqoSNJAGJqShJObZiGvIG+KFq7uy5QsxiqdpqCa/sWqQ9atQ8KJfviqVP+aDTDH209bTC0Xg7Ym8egR8EYeHXNg4jQMw+NzQUKUIACFKAABShAAQr81wISmFe6dGkGh/zX3wgenwIUoAAFKEABClCAAhSgAAUoQAEKUIACWSgQEROPHSeCsPFwAILD06oNasMXuHcAJU7swazAezhz66xancM2J3q55keFthXQcPAkXZxHloW5aIfllAIUoAAFXrFAWh2gFzyIZH6Q8s0SaCWlmSU4UcrY+uvKMZcqVQrlypVDZoMT5RSKFCkCyVSo37Rl2ZZRk/WS+UJKPWtNghMlYLJo0aLaKty/fx9NmzZVwYw+Pj6PBS+md+TMGy1w7NgxOFgYorYug6K0/clesLG/CDMrYzyITkHrOp3f6PPXPzkp1zx37lz8+uuvarVkUMyVKxeu6Eo3//PjSdy9lghjMyPU7uOOE6Hb9HdV81qGRFm4cXYnArdPRJE81rp9LFGkTg8Mnbkb0bESuIn0EujyzMmK07GIazYXtt79kJBqhDJ5zFE7fj1uL+iIhFu+qj+/UIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABbJKIDQyDj/8cRjtx2zB3I3nHwpOtEi6g0YXf0HczoMYePyUCk40NDDCB24V8VMNN/T8ew6aDJ3K4MSs+mZwHApQgAKvWeClAhTPnTunsrpJyV0p6yzld4cNG6aCFV/kOj744AMV3Lhv37703RcvXozKlSursiqyMiwsDBs3blQBh7KsbVu0aJEsqrZ8+XJVoqtu3bpqWc6vefPmqvTWli1bYGdn9/89OXnbBA4cOIAWHtYwMTLA9ZS8yJ6vEOJt04JTaxT5AObmFm/NJUm5ty5duqh/q3LSkvFTAharV6+On8aMx/xBW2B5NzcMDA0QYnUWiw9NQkpKsrq+8PBwlalUMiTm15Ued3d3x/ZNf2Nyn1qI8tuMlOREnLoeje4/b8egkVMQGZmW9lp2/vLLL1Gxak3Y1uqHVUYfYd7hu0hONcCDa/sRNrMFwlf2R+Kd6+o4T/oi2VJ79OihMqRK6m02ClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgQEYCPkcC0GvSThy+EKqrBPhwjzIR/6DqrvmYvD8QCy7swYPE+yjgWADjPcth8Ki26LxuP3K6lXh4Jy5RgAIUoMBbJfBSuW9z5MiBmjVrYufOnejbt6/Kns6m3O4AAEAASURBVNiuXbv0bG3PK+Hp6Ylu3bqhZcuW6N69O65fv441a9Zgx44d6UMdOXIEEsh47do1FChQACYmJpg0aZIK9AoODtYFqJnj999/x7hx4yBlbaVJ2dytW7eqjI5yflpzcHCABDOyvT0C58+fx/DWaeWdDyaXh2XqBeR0t9OVOk5F6xrd3p4LecKZNmrUCPLSmqdNQ0xePgIV2hTADr/VCL8XjO41f4D8HEiTDKISKCyBilICT1o+i3BsXPQ16nX9H6J0GbGjUAD3s5WHobEvnJ0c8eOPP6p+UrJ84vQ5urLq4fC3qYiJ7Yoj7sxa3PfdgDjfjTgV44CK3afB2d1L9de+LFiwAJ06ddIWVcm9tm3bpi9zhgIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAF3l+BmLgEROtevtcjsPGQPy4F3X0Mo6BxIEofWYq1AUbwuXoIySlJMDM2R9sCZdCgZnY0/d9c2GTL8dh+XEEBClCAAm+fwEsFKEo52l27duHq1av4448/MH78eHz11Veq5HNISMgLacycORN16tSBZFF0c3PDqVOnVBCWNpiHhwemTp36UBBk+/btUbBgQVVuOiUlBRs2bECtWrW0XdR4GWVNtLRMKxOc3pEzb7TAzZs34WRyH6VzOyEp1RAXTCvCMEqXOdMKMLvnCAdLpzf6/F/k5ORn4NzmYNiYOKJ0ayecDjqAEas/Q9JZZzWcl5eXLo210UNDFy9eHCtWrMDOWV/AuXQzuJb7AK5lm8DRtTQKmfrDwiIty2T//v11wYm31b7nb0QgW8uJsKnaDSHrxwAB++FpE4GEZZ8ivFh92NToDdPcHiqDqfyMS5OfRV9fXwwdOlQFFZuamqr1mfkiGU9l37Fjxz52/pnZn30oQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUODNErh77wFmrz+HHSeDnnhiJfJaouSlubiwKxhD/K8hPCZU9S2V0x3dC1ij5phB8Kj10RP35wYKUIACFHj7BF4qQFG7XAkOlKxsI0eOxLZt2zBv3jzcuXMHvXr1UtkPP/30U9SoUUPr/tSpZIJr06aNemXUUcrZSrbGR5uUepZXRu1p2zLqz3VvpoCU525V2kadnG9KMRw7uhWlmobCDMYol7vOm3nSL3lW8rMl7cSWSxg68DssPvE/IFsIkvLdRMHK2VXp8kcPIQGK0iLDbyNyx1zUKu+GCzG5YO3ogpDU3Fi2/RLMYy6ooGJtX/l5lWbiXBTdV92G/4kg9K/hgCbFrXH/whb1Mi/sjX8CbVWpdMl2KsHJcizJdLp69WroZyfVxs1oevz4cXTu3BnJyckqsFGCLNkoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUODtFHiQmIyduqDEeZvOIyYuMcOLMDE2RCsXf9xbtBhTb8TjRNBp1c/eMhu6uBaGd+vSaDDkF5iapSXcyXAQrqQABShAgbdSIEsCFLUrlxKz9evXV6/IyEgsXbpUBStKNre7dx9P2avtxykFMiOwceMGfF3q3/LOSQnLYGblgNjIB2jR9NPMDPHW9XFxcVFlzBMSEtDz0wEIjw5DzR5FkMfDHjW6F0FsrmtITE6AidG/2Qu1AEW52NatW2PEgM7IV6AwSjTojVzu1bBwix/uhV2FpUMuxEUGK5OIiAg1XbJkCXx8fNR8r1WhGD/0Y3Qta4q4s+sQf3kXGuq2LGufC/HuVWFra4tWrVphypQpOHbsWKYCFJOSktC1a1cVnCgHkfLUDFBU3PxCAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQpQ4K0RiE9IwrbjN7D/bDAuBEZCghQzatYWJvAubASL9eOxdXU8Vl47o+t7H4YGhqjnWhZt3E1Rd/IU5HUvn9HuXEcBClCAAu+AQJYGKOp7ODg44IsvvlCvCxcu6G/iPAWeW0AC2yLO7UDu4tkQl2qO/aFWcClpoMaJupQKp+zvXnlnuTgJ+nV1dcWVK1dw69YtSMCihy5MMODscdiVTMLOi2tw/c4F9K41BtmtcyqPIkWKqJLnko10xowZqqRz0oNYnP5nAiwSQ2Ff/ANY5yiE6l2mIebyNhz4Zyaio6NVuecBAwaoMfLkyQMpqX3lTgKyfTQNtrX6IXqvrt+xP1HNTVcaPWETQqY3RiO3IvhdV2FaSrFnpk2YMAGnT6c9CSP9z58/n5nd2IcCFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABd4QgSMXQjFp5UlExSZkeEYFcuqS3XgXgqOVAQJXjsOZn8/gJ/8ABEUGqv75HQugdz4nVPyiOWp2HZrhGFxJAQpQgALvjoDh67iUYsWKvY7D8BjvsMChQ4fQpHBaPO3RZE/cvLwb+cpkU1f8ad1e7/CVQwUbygVKwOH8+fPx88SfsernXfiy3s+wNrODf7gfRv7TCWeCDigHY2NjFfgnwX8SKGxubg5T07QMi0c2L8auWb0QHnAaBkYmsHVvhIrtxsDUxkllNpRSz6VLl8Y333yjxtJKPxtnc4VDszGoP/c25h6+i1RjcySFXUKJ8PU41N8VXiZ+SI4NV/toX3x9fVU21aFD095QXrp0CaNGjVKba9WqpaYMXta0OKUABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABSjwZgskJ6dg3sbz+P6PwxkGJ1qYGqFzo2KY1q8GrK6uw/5OrfDT7MMYcXKfCk60MLVG16JVMa55MXTfvJrBiW/2t5tnRwEKUCDLBF5LgGKWnS0Hem8FLp0/i8bFbdT1H0wuC3unK0hFCvI7uqPDR5+/0y4eHh7q+vr374+6deumX6tHHi/80Gw+3LIXR2xCDH7Z9jX+OjELKakpKiDRxMQkva+dnZ2aT0lJQXzMHbQqa4a+LUvBIDUJ2fKWQLXOU3E6KBlGRkaYM2cOcuXKpfrfvn07fYygoCBcDo7GmB3RcP5yL+zqD4ahbS44WRujt5cFgn+ujoi1Q5EYdhnbt29H+fLlsXXrVkjWxPDwcHTv3h3x8fFo2LBheqDi0zIoSln42NjY9ONzhgIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFXr+AlHPecMgfvX7ZhZW7rzx0AvbWZmjk5Yohn5TD0hENUNYmCAs/qIbxQ5fiy6OncCDgmO6z/VRUzlsKv1Qojn7T+qLt3A2wc3J5aBwuUIACFKDAuyvwyko8v7tkvLL/QsDwxn5YmxogLMURh69Fo0gVB91ppKJKwYb/xem81mOOHj0aDRo0gJZ1UP/g2ayc8W3j37H8yFTs8FuN9WcW4ErYWfSsOQq2FmKU1iSTohZsWK1aNQwaNEiVj97213zsCzCGo2tpFK/XA+XrtoGLWzHExMSoHbUMirLg5+en1hUqVAim1g4wrdoN1pU6o2/TUmiQOxqeuvePcSf+VK/YkFQ0KGQCH78EJOjKc7du3Rq7d++GlZWVKjttY5MWbBoQEKCCEGW9fpPj58+fH7lz52YZaH0YzlOAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhR4TQLJKalYf+A6Fm+7iHv3Ex876ofV3dC5YXGYGBsiIsQff/VqjgOHYrAk4DLuxt5R/Qvoyjl/7uKE8h29UafPjzAySav+99hgXEEBClCAAu+sADMovrPf2nfrwnLfO6su6FByedwN3gGz7KkwMjCCl1u9d+tCM7gaKdFcr149SOnmjJqxoTHaV/pKF5Q4EmbGFvALOYEfdCWfL4eeSe+ePXt2NS9jLViwQAUnyopc2a1xdMV3OLfld6QkPUCcgT16Td6FyxFmqn9GAYru7u5qm3wxMDJGtFN5NJt3ExuNG8OiWANdBkegbE4DTP/IGWeHumNo3Wy4dnKP2mfMmDFwdXVFtmzZ4OzsjNTU1PTAx/RBdTNXrlxBVFQUpAS0/jno99Hmz5w5o8pTN2rUCNHR0dpqTilAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQpQ4AUFYuMTMWTWAcxY5/tYcKKVuTG++6wCujf1QEJsBP4a0gnTGnfG0LV+mH5+rwpOdLDKjn7FKmOCLrNin21rUP/L/zE48QW/F9yNAhSgwNsukHHE09t+VTz/d0ogOSYM7jZppX73x3vAPvcm3fXlQkmXKrAxt3+nrvVlLqZigbrI61AY03cOxa0of/zPpw8+Lt8bDUq0haOjoxp65MiRcHNzSz+MBApKu3HKB7/8OBCHblrg7LVwrDlyBxXajMK5zdMhZaENDQ1VsKD0lcyGderUgQQGylgfffSRrMb4BRvx4cGDqDdoGZoUBPrUKwDLxCj00mW77FnZHmcjTFGzTmGkJifqAhtNULx4cYSGhqoMieXKlVNjaF+knLTWJEixevXq2uJDUykR7eXlpUpHy4adO3eiefPmD/XhAgUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKZF7g5OXbmLXeF/4hMQ/tZGdlisaV8uODyvlhbvAAa0f2xPl//LAkJBznbvmqvmYmFmiqq+D3QXFj1Bo7AflKVHpoDC5QgAIUoMD7J8AAxffve/7WXXHcmX9gaKDLqpeSH76XLsK9dlpQXdVC73555+f9ZuWyd8WIpnOw4OB4HLq2BSuOTlMlnx2y26mhJNBQv2mZFcuXL4+WTeviQ11Gw0UbT2Hx9iuq7HOVTlOxZLMv2tX3wPbt29Wuhw8fxoEDB9S8ZDesX78+8ubNi6tXr6JmzZq4dDMSKRaFMHHIYTy4shubJvVCeedklHJMROTKfoiycoRV2Y/hWSinLqAQ0A9G1M7t5s2b2qwKjMwoQFECJz///PP04ETZ4fLly+n7cYYCFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABTInkKIrledzJAArdl1GWOT9h3aSjImf1XdHQy9XQFeZb+vUIbiw8hiWhtzDyaBTqq+hgSGq5y2JtnlMUGFoD5Rr2umhMbhAAQpQgALvrwADFN/f7/1bc+Wxp/9W53owuQIexPrAKpslLE1tUNql6ltzDa/zROWJlO41vkehHCWx7MgUHA/YBeOKZnDYaonIyMiHTmXLli1qWcopSzMwMMDy6cOw7+BJeDTsA8d8JbF0lz82H7mOkOgUWFlZqeBEIyMjDBgwAD///DOmTZuG2bNno02bNulZFnv27AlDXflni6J1UG/iccQEX4XVjR2IPbkKKbqMmDF7Z2BATl0p6E9zISbydHpWRXUSui+PBihq6/Wnv/32Gw7qMjba2tqiVatWmDdvHgMU9YE4TwEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUOApAglJyThz9Q6O+IXh8IWQxwITZddsNmYY260KctkbY5suMPHiysNYcSsWRwJPIFX3n4HuP688HvgkpwlKdGmKmt2GsZTzU8y5iQIUoMD7KMAAxffxu/6GX3NMTAzGjRunSgeXzGOFpFA/JKYaYV9UXuQoLKWeLeGlK2dsrCsTzPZkgdruLVEgezH8tnMYwhGKpiNK4k7Q1fQdli5dCgnyk3b79m01nTt3LjZtkhLawNHlw5HHow4qNu+P8DigcocJeHDzOPau+hldOrbHhAkTsHXrVlXqWQIf//77bxW0GBcXh86dO6sx5IuNjY3uVQYoUga23v0Qf2kHji36DvmN76BmQUtdj2MInlgVlmVawqpca5hkd3tmgGJgYCCGDBmijvHTTz/B2tpaBSheuXJFreMXClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhTIWCD2fiL+8LmArcdv4EFicoadpMph3XJ50baGC47MGYrV63yxKjQOhwOOISU1Re1TNndxtM9pgRKf1oZ37x9gai6f/7JRgAIUoAAFHhZggOLDHlx6AwS++uorzJkzBydPnsSyATXUGZ1OKYFrfgdQvnVaeecqhRq9AWf65p+CBCh+3+wPDFvYBTGmwUh0u4H5+39C9Zwt0bt37/QLkAyK/v7+EHtp+fLlgwQB3vTdjoSC9riZ6KILVqwNc5cKqN51OnIXNlLZFhs3bqwCFE+dOqWCHZs2bYqkpCSYmpqmj60/Y6DLqrjm5B18Ou4wXOyM0dbTBp9VygEHRODegTnqZZqvPPLGB8Dc2ADxSakqK6OUc162bBlq1Kihykn36tUL9+7dQ7Vq1SDZGqXstLTMlHg+cuQIBg8ejLFjx6Jy5cr6p8d5ClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAu+0gGRKnPbXGYRHx2d4nZZmxvjYuxCqFbHCoRnfYfHE61gREo0TN04i9f8DEz2ci+gCE+1QqrUXvPuNhoW1XYZjcSUFKEABClBABBigyH8Hb5TArl27VHCinFRgwHXEnk4rSSzlnY1MFsDEzBGOFrlQ0KnEG3Xeb/LJWJvZopxZM/y8cijKtnTF3svrsPXgOiSb/vuGMzU1VZVojo6ORpUqVdC2bVv069dPXdaGtavVtFn1ojgYaAJzmxw4HAJ8O+sA8hXWZUbUtdOnT6upoaHhE4MTpUNwcDD69u2r+gZFJWHirkjsv18Y2xeMRezxP3XZFXciIfAYuhUGWn/lijVn72HZyVCVLXH8+PEqoLBPnz7YuHEjzMzM1L8VKUtduLBuB10LCgpCfHw8zM3N1XJGX5YvXw75d7Z48WIGKGYExHUUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoMA7J3AtOArzNl7A8Uthj12boS5dYon82VDR3RkV8xtj/9RhWDA4BCtDInA66FR6/1LORdHOyQoeLcuh5pejYWOfI30bZyhAAQpQgAJPEmCA4pNkuP61C0hgWffu3dOPmzslGKmxSYhJtcL+WyZwKWWktnkXa5behzOZE8iWLRvOrL8JRxMXuDWxgHn2BDT/oQz81t7F8S0X1SCSWdDS0hJ//PEHTpw48dDAFSpUwOAv2sM+myPcvFqhWI12OH31Ds7AAh4N+8DvxN+6p2VSVVZFbcfERF1acN1YRYsWVZkPZb18fyMiIrQuahp2JxwWReuoV3J0KGJPrca5vyYgr50ROlWwU6+TN5fgcklrrD98ED19fdV+I0aMUGPLgqOjI+zt7XH37l20bNkSPXr0QPPmzVW/R7+EhaW94ZZgRjYKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIAC77JAQlIy1uy5isXbLiIpOfWhS83taIUO9d1RoWgO3I8MwqbRgzD/cBT+DAnF+Vtpn8sawADlcrmjTQ5zFG9VGdX7fM/AxIcUuUABClCAAs8SYIDis4S4/bUJjBo16qESvc1LpGXBO5JcFmHXd6JwTTtdEBzg5Vb/tZ3Tu3IgBwcHdSnHtp3H0T2JqNGjEJwL26JkW0fANh9OrA5UtuPGjVPZCKW8s9ZMTExUpsIrV64gJSkRUZe2Yc66OZi36QJ2n76pCxyth5zu1fDbqsPo2rw8zE2Nce3aNTRp0gR+fn4qeDAkJARLlizB+vXrVebD/v37QzIiSgsPD9cOBSNbZxiW/QxVan6BagUsMK5TNeROuArPPObw/NAcw+s5YtGxaByL9cA333yTvp/MSBbFo0ePYtOmTerfkQQobtu2DV9++SWmTZsGb29v1V8LULx586Za5hcKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIAC75qABCZuPhKIFTsvP1bOWZcwER9WL6iCEyOCLmFl3x64fCIeK2/dwuXQC4rCwMAQlXIX1wUmmsC9rTdq9P6epZzftX8kvB4KUIACr0mAAYqvCZqHebbAwoUL0ztZmxqgobu1Wj6YUh6WDpNgYJgTuGuB7Na6KdtzCWgBijExMWq/bDdKo37zithyfgVKNXFBjoI2eHDaMb38spOTU/r4w4YNQ6lSpbB06VK1rlixYsjhYIlvPymHFtXc0GfsMpjYuWD9sTDsvbANLau74ZcR3VRwouwgAYjLli2DBCVKk0DUWrVqpQcoRkVFISkpCcbGaf870gIHz4SboNp3W3Dq0G5cXjcZ5SyDkMP6LgZ6Z0OqYSJi1g+FdaVOMM2VVu67UKFCKkBRjiHBlBJkuWDBAvjqMi6uWLGCAYoCw0YBClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABCrzTAolJKfA5GoA/dYGJd6LiH7tWr2LO6NywGJLv+GFJl8a44JuCVTf94X/7iuprZGiMKnl0gYnORijavgGqdx8GM4u0z+4fG4wrKEABClCAApkQYIBiJpDY5fUISJY9aVZWVmha2BDmxga4meKMBAtnFKhgo7bZPcinpvzyfAJagKLsVaBAAUz/9TfY2tpiz/pjiM51UZcB0Q5WpaxwMfQU3HN6qqyH0tfIyAjfffedzOL8+fNqKgGKWnPP5wDXxOPY+M8yeDXvi6hYYL6PHyw8P0cxozxwtYqBz6b16Nq1K6Tkc6VKlTBw4EDExcVpQ6jS0BLE6OzsrNZppZfl2GPGjIEESJapVBOpyUnY9PsQuMWegHVcAOJOrVEvswKVYevdV5V2luyJZmZmCA0Nxfbt23H8+HE15qVLl9KPp2VQlKl+YGR6B85QgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUeAsFfK+HY/zyE7h99/7/sXcfcFWV/x/AP8BlgyxBEVQcCA7cC0Vz770yt5krTVuuNLW0NEeuLFNzz3Jkam7FibgHguBEhiIge3Phf56Hzg1Mzf4/B8rneb24Zz3nOc95X7vS9Xu+33/M3srcCIPaVIB56EHsGzIOF4NNsSvsJkKjb8u+GgNDvKMEJnYpqo/y73eE18BxMDTKqXr4j8G4gwIUoAAFKPAfBPT/Q192pcBLE0hMTIRWq5Xjz58/H12r5AQk+mhrwVTPDzbO5sjMyIKTsftLm8PbPLCdnR2MjIxkwKEotSyCE0UrqimLnV9dgV6yMZLS4zB73yjsvrJGF6Ao3hOR4VC0y5cvy2XuAEWxo06dOnhw/QTOrvsUQ9u4Ii0+AkZmVihZtydMlEDFsvV7Qt/YEqampli1apWcg6WlJYoXLy7HEy+5yzyLstCixcTEYOrUqUhPT5fbegYatBk5G+7jDsFhyDaYVu4AKE/vpN3xQeTKXmgYvw33z/+JIUOGyP47duxAYGCgXL9x44ZcZis1wqOiouR6VlYW1KBYuYMvFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABd5AAW1WNvb4BuOL5cq/nT4WnCgCEwc0LYGexgdw47O+mDVhLT4/dBVLruyVwYlGGmO0dqmGxXUqYcpXvTD01Bk0HjqFwYlv4J8DTpkCFKBAfhVgBsX8+s4UsHnlDlBr4VkZevdMkZWth3PaKjA2+F1qhFx8hOaejgVM5sXcrghOPHz4sMwY6OnpqRtUBC7GR6Qi/qgtWo6silO39mDrhZ8RcP8CChezQVR4jAzoE++PyE4oWpMmTXTni5X+/ftjzpw5EEGAX47sAb9r/qhQryPqdhiB8OgkJUDxPZTx7AEH0xQk6dnIjIl6enoQgY4hISFyLDVoUGxs2rRJ7hMvIsOhGLdixZwyzuoBI6fKsOv6PTKbfY6IffOQee0PpAefQdTqvuhrXRbepU2xc+dOiCBE0URWxpSUFKSmpspMjuo4opy0s7OzusklBShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAgTdGIOJRMg6cD8FB5Sci5u8qduIGCpkZoW15LfS8l+LWF7H4IyoB50IuQ5uVIe+vkIkVWhQthdYl9OA+rD/qvvsR9PWZ4+qNefM5UQpQgAJvkAADFN+gN+ttnuq9e/d0t2cYfARaPSBA64rExBhoSj2C+DXolk8kCrcvrOvHlf8mUL9+/X+cIAIURYuOfIQPGkyS5Z3X+X4P//tn0WxcWRz9OUgGKK5YsUJmuGzTpg3KlCmDgQMHysBBd3d3/Pzzz1iyZAmaNWsGPz8/Od67Lapi4udNcMrvPlbs8MWDRANEpllg4i+n4WhnjrZ1S8LZpazSd7/srwYo3r17FydPnoQIYBTZDkULCAj4R4CiPKC8hMdlosrQ5TDRJmB4PWsMqFsYpnE3saFPMfjcTcHX+6Pg9yBdjnXr1i0YGhqqp8qlCFBkowAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKPAmCSSlZGDZ7mvYd/bvf2fPPf9GZpdhd/4AfLcYYk9ECO5E5lScE31cbEugg5096lS1RIVBg1G1Za/cp3KdAhSgAAUo8MIFGKD4wkk54P9HQASmiSYC0x6eXAc75U/mKW1NpKUcg75JFlITMhB6NVZXelh25sv/LKALUFQyJIrm5doW0XeSsdL3G9gWN0fLzypgk+8PWLV6szw+ceJEjBkzRpZqFjtEMKEIfBQBi9u3b8fw4cORnJyMoUOHwkBfDw0qF1N+OiPkYQJ2nb6LQ8qTO/eVrIrLd/tDz7o5PNoY4t7FPbLE8759+zBt2jQZTCiCIEVAoWhqyWe5ketFBDC+//77iI2NlXun7IuGY5sx6F4uE7E+a+DpYoo/Bztj65VEfHc4WgZUFi6cN8CVAYq5QLlKAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAAQrka4HktEycD3yIpbv8EBWXmmeuxtp4VHu0F7bX72J/lB68Q64iMTVO9jHQ16Cmozs62hqjQkt31Bo6FsXKVs5zPjcoQAEKUIACL0uAAYovS5bj/icBNYNirRJmSnCiUoo32wgnHxVFhpEIjCuM275RyNZm4/EAs/90EXb+h8DjAYpxcXEYNfhzhIWHoHavUnBvXBTxVnfQ/HN3WIaWk+WRf/zxRxlI2qVLF2zduhVff/01+vTpg44dO6JFixZIS0uDtbV1nmsVd7DE8A4eGNiqPLwvhWG3Eqx4MywOTpWayJ+N58JwY/H3uO9/To5drlw5XYCiyKD4pCayNh46dAhmZmZo2bKlDJC8dvs+Bo+aD021XtjwSWO0LmuAblUs0baCOW75rUeUW5c8QzFAMQ8HNyhAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABShAgXwocOlmJP44eQdnrkcoJZpzKtGp0yySGoAa9w8hIjAN26NjcSXcT0kKkyUPW5naoKljGbQqmoXSPVuj3sAxMLWwUk/lkgIUoAAFKPBKBBig+EqYeZF/E1ADxTpXMpNdz2ur4F7gMdR+z0Zu3zoVKZdqQN2/jcfjzyegekb/lUFx5MiRUINFfdbcRrh/HLwGlkER10IwKZ+ALcd/kQP37dtXlnX28fGByH4psif26NEDpqam8udpVzcx0qBV7ZLy5/sl67DyjzNwdG8AY2snVGo5ApVbDEW9CoVxZs9K3RBPyqB4584djB07VvaZOXMmjI2N5Rxu3rwp91kUKYXqn27BIe9tqBB/BMUMI1Ep8xJSAm6ilbs59l5Pkv3UP3diIyIiAkWKFJH7+UIBClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClDgdQtcvR2Ntfuv4+qdnIp46nz0s9JRPvYQyt6+jFNhGkx/cAsP48LVwyhnXxZt7WxRq6oFyg8YxDLOOhmuUIACFKDA6xDQfx0X5TUp8LjAgwcPYGQAdKhoIQ/5ZNWEgeY8DI0NEPcgBVF3EmFgYAArKz7N8bjd/7KtBiimpqZi9erVWLdunXRu3769HDb4XDR2TL4MGwNHpGYmIcn5FpqOUlJ+168uAxFFFkXRzp07J5fP8yJKM/fr1w8/zJoMvz2LcOTHgQg4tBxmBunI0tPgREAs0l06K8Gp36KouxeuBwYhPDwcXbt2xY4dO2QJaFFSOjExEY0aNYIIqixbtqy8tBqgKDZq1qyJAZ9/i1vlR2HQ5vt4kGwA06xELOtRFGv6OKNYIQ1EgKKYu5eXF4oWLYqFCxc+zy2wDwUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQIGXJhAQ/AgTlp3C2J9P5glONM2MQsPQlWh8+HucO3gOo49dxNrA4zI40djQBI1LVsfc6jUxd1gjjN+3Bu9tPMTgxJf2LnFgClCAAhR4XgFmUHxeKfZ7qQKRkZFoVs4chUz0EZ1tDd/QTBSvaiSvqWZPtLe3f6lzKIiDW1hYwMjICOnp6Rg+fLgk+OKLL+Ds7IydO3fK7U6tu2N271XY47cBv535CSWq2cJPfydO3y6PKlWqyD6XL19+bj5RInrt2rW6/plpSSiqeYjfpnfBFeUJIFH++fjlUNgWryh/UhOi8e6oWTiz9xB8fX1l6eejR49CzH3FihWyJLQaoCgyK2q1WhlkqV6gevXq6BWYjNOh9/DjkHrwNLuLxqWNceTD4lh4yg/v9XwXN2/dlt137dqFUaNGqadySQEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUOCVCfgpmRI3Hb6B80EP81yzUHooaoftQlRQClbdD0fQwyDd8aJWxdCqSEm8Uwpw7dMVtXuMgKGRie44VyhAAQpQgAKvW4AZFF/3O8DrSwFRYrh7FUu5flpbA8kPfOFYISdbYpR/utyvZvsj2YsVUF1TUlJk1sHJkyejcOHC8iIeHh5Yvnw59PUN0MS1G/6Yellms0zPSsHSY1/hvs05mNkY4XkDFAMDAzFmzJg8NyDKQovMiPr6+qha1h7jelaD95IPcOPERmSmxsPE0g4WZZqg0bBfYFulO76e/ZM8f/bs2ShVSvktW2kioNLExEQGWm7atAlqyWpxzM3NTZZujk9KxdjN19FiSQh87qbAzEgf4xsVwsImSvrzoqaiK86cOSMzNMoNvlCAAhSgwBMFevfujWbNmiEzM1MeDwgIQFRU1BP75t4pMuh+++23GDZsGLKysnIf4joFKEABClCAAhSgAAUoQAEKUIACFKDAXwLie5bBgwfL77br1KmDlStXPpfNlStX0KNHD3meSC7Ah/Gfi42dKEABCuQbgfvRSZi54TzGLDmZJzjRIfU6Wgcugv3hPzDv0HXMvOwtgxP19fRR3ckDkz088WPvupi08VsM2HsK9ft8xuDEfPOuciIUoAAFKKAKMEBRleDytQropcWhUVkzOYez2bXhUCJMCVjTQ0RQPN7r3E/uV4PmXutE38KLqwGKIlBQlHjWaDS6AEWRWdHY2Fje9fXr1xETpmQiXBKOztUGw0BfgzsJV9FlRjUUqalB+IOwPDp79uyBp6cnPvnkE7lfBLL06dMHIhBSXENtYtvW1lbdlOWc0xIfIeTcNqwc2wSZt/ciNjwQ+hpDOFVqDM9+c9Fi2A+o36K77hwR3Fi6dGm5La4hfkQTwTAicKZhw4ZyW5SKvhWdgR5rwjH3rAYxyVp4OBrjz8HOGNHQHnFxcRD3yUYBClCAAk8WWLVqFTZs2IBDhw7h119/xerVq1GhQgXUqlXrySf8tTcjIwPdunXDxIkT8fPPP8Pb2/uZ/XmQAhSgAAUoQAEKUIACFKAABShAAQoURAHxUGebNm3g7++PJUuWYMiQIRgxYgTEdzLPaqdPn5bfx1tZWUE83D9hwoQ8lYaedS6PUYACFKDA6xW4ERqLsUpQ4vuzDuHo5b//vdU5+TzaXZkH/UMHMO3INSy+sg9hj+7ASGOMFi7VsahuTcz8rDU+P/Y7Oi/eijLVG73eG+HVKUABClCAAs8Q+DtK6BmdeIgCL1ugkXMmNEpA4u2sEihZvjLSHERQnBaWKU4o5ZqTJY8Bii/nXShRogT8/PwwZ84c+WSluIpqnTsjlgj0E628ewW0rzIA1Uo0xLrTcxAUcRk1upXEdweHYVCjCajsXE9+caKWjD579iwmTZqE+fPn49y5czIYcezYsRg/frwcT7yIjIdFixaV26GhoXLp5OQEZ6di2P/rYty7dw/3IlMx6uulcChXH/qFimPszyfhUcoOvZu7oUqZwhBlnsWXNqIdOXJEBkKKctKff/65DIqRB5QXPT09Gbh4JNwEm32CMaO1DZq6mslsiu+4GOLyiX0oX7682p1LClCAAhT4SyA5ORnqZ7vY9fHHHyMyMlIevXv3LuLj41GoUKG/ev+9SExMRMuWLXHq1CndThHY2KRJE902VyhAAQpQgAIUoAAFKEABClCAAhSgAAWAffv24fz58xDftRQvXhyNGzeW619//TUGDBjwVKKhQ4eiX79++OmnnApEomPPnj2f2p8HKEABClDg9QuIRCvrDwZiw6Eg5d8u/55PmYTjqBDkC+8wA0wIvoyElBh50MzYAq0cy6KdiwblPuiFuj0/UoLRGe7xtxzXKEABClAgPwvwb6z8/O4UoLm1d8/J0uejrYnq7lm4c00LbWYWyheuoysbqWb6K0Asr+RWRZDIpUuXZLlO9YJqgGJMTAy0Wq180lIN/lOD95xtSmN86x/R6+N2yCoZAdg8wvyDY1DKuhKWzN8ihxJll1NTUyHKRouMWaKJpYuLi1xXgwVFIKQaoCiCEUUTAYqiiT4lS5ZUfoDV0/sjPdsIvrfTse/sPVy9E43xS0/JQEW3ql7AH3/Ic9LS0nDy5EkcPnxYbossjWpzcHBARESEDKpZ89tOiKxeNg7xiNgxGZ4upki79xOSLhaHebWu6ilcUoACFKCAIiC+BNdmZqC8syNK2NvB2c4epkZGSkZdPSSnZ2DJ5C/QpF07uFTwQOFiOZ/h4jO9adOmuHnzZh7Dixcv5tnmBgUoQAEKUIACFKAABShAAQpQgAIUoEDOw/cVK1aUwYmqR6tWrTB9+nTcuXMHpUrlJHRQj4mlSEAgyjuvXbsWt2/fRkhIiHwIX3wXzkYBClCAAvlTwDfgAdbuD8St8LicCWYr/y4edxBlr1/FngfAirsXkZKeKI9Zm9mgg2NpNHM3QsXhw1C9bU71wfx5Z5wVBShAAQpQ4MkCDFB8sgv3vkKBjIdBqFTUCJnZBjid4gYXnJNXD7kUA4vsKIhgM9HUoDm5wZcXJiBcmzVrlmc8EQwqAgNFOYlHjx7B3t4eajCJGqConlDR3hNTJ0xGuw89UbiKPu7E+qHleHekhGpQMrs6vps8HyKToWh9+/aV2QxFNi01OFHsFxkU1bZjxw65WqxYMVy7dg3iyxi1Va5cWa7WrAK828QVv3nfxJ4zwTJQUU/PDWMX7kHY+a1Yv3q5DE4UT5qKJjJ8iS9xxP2IL2pEE0GK4ulTAwMDuX39RgJS901B7RKmiPl9HFIDD8Om00zom1jK43yhAAUoUJAFflowHxn3bmNspzbQ5Hxs5uGwNjdE8oN72LU85/Pe3qk0orK0+O6npUhJS5d9xee+mZkZkpKSoGbLzTMINyhAAQpQgAIUoAAFKEABClCAAhSgQAEXCA4Ohqh6lLup2yKr4pMCFMX36OJ7l4ULF+K3336DjY0NwsPDMWXKFEycODH3ULr1AwcO4NatW7ptX19f+TC/bgdXKEABClDgpQjcDIvFou1XEBQSK8fXy8qAR8xeOF8Pwh8RWvxw9xwyMnP+bbxIoaLoWsQZXtULoerIT1Deq91LmRMHpQAFKEABCrwKAQYovgplXuOZAnHnfpPHr2RVQGzkXZy5c1Vu3zoViQepR3RZl+rWrfvMcXjwxQmIoD1ra2uIDIoiu6EIUty7d6/8kkNkwsrdRNDht99+i9/nncT4qZ/hZOgOlPZUsmopZbsf4gzeGVYOfnvDYJ5lh0WLFslTLSws4OzsLJ/kFDvUUtJxcXH4/fffZR/xRYrIgKiWD5U7c70UtjLF8I4e6N6oLFbuCcDhi6G4EpoOjWM7lK4bi42bfpVBiOIUkblLBEGKVOnGxjnZOkVmyAcPHugyNXq27IoifYfjg9oWmNCiCFIC9iH9gT/seiyCUbFKua7MVQpQgAIFRyBVKev89UcfQpP4CFVciskb19O3gr6mODR6NjDM1EJPKT2RaaCHDP10ZGnDkZV5H5Fht2Xfj9u1wDH/67h4JxQHDh3ChAkTcOzYMSQkJBQcRN4pBShAAQpQgAIUoAAFKEABClCAAhR4TgGRsMFIqViRu6nfaavJHHIfE+viYVDx3XdQUBDCwsIgvn9fuXIl3n//fbzzzjvw8lKqDz3WLly4gBMnTuj2iodJH7+u7iBXKEABClDgfxZIy9Bi3YFAbDt2E1nKd+oGWSmoFrUbttdDsC0iFT7B56FVghVFK25THN0disDTqyhqjv4CLh6e//P1OQAFKEABClDgdQvov+4J8PoFWyBbm4mkS9slgo+2FuysbiEmORKGeiYIvRKDgIAA+dRe9+7d0b59+4KN9YrvXmRNFE0ED37zzTcy+2CHDh1QqVLeYD3x9OakSZNk35lT5+L48puIP2yLWi45gYyl6xRGhylV0HOmJwKizyAzK1P2rVChglyKFxE8KN7r0aNHy5LQpUuXll+oiGv/W5YtEag4pmd1zB/RAO4lbJTx9VCuYV84N/kU1sXc5DVEgKX4EQGXoqSz2sRTpGoTT5W+06gRfjoViwOmnWCg/PKvjQnBw+U9kHhmvdqNSwpQgAIFRiD0ZhDmfzQMRkmPoFRxVoISS8LSwAtuaY5wjL6Ji4cXoo6XFfzv7sSBnTNx6+Ay1DK2hWNaZRgZ14GevjWMNHpoVrk8JvXsgkLQol69etIvMzNT/r2iYm7cuBHVqlXD1as5Dymo+7mkAAUoQAEKUIACFKAABShAAQpQgAIFSUAEF4qAw9xNVCQSzdLyydV+1P2ffvqpDE4UfQcOHCiTBOzZs0ds/qONGzcOO3fu1P189tlnMDU1/Uc/7qAABShAgf9dQCRZGTLnMLYcvQlNZiLq3l+Phsd+xr7D/vjM9xhO3DktgxPLFi6FSeVrYEGfuvj8zxXotnwngxP/d36OQAEKUIAC+USAGRTzyRtRUKeREngIBmmxiMu2hE+UFVzdEpTwBaBsoWpKFqbDkkWU+l2yZElBJXpt9y1KP4snLkUmw3Xr1sl5fPnll0+cj/jy4uzZs9i+PSfY9KNBn6Fxo8ZoH9MfW32XwS/CB5FpIVh6bCo2n12ERm4dUbyMo26sxYsXY+TIkbrgwYYNG+L27ZzsW9evX5dfpOg6P7bi5+eHrVu3ymxc3ymZHE/5P8R3a47Dws4ZdXrPRPD5XQg6thY3btyAlZVVnrPF06S1atXS7evcuTMOHjyIX3Ycx4BDe/Fo+1ikXj+A2N1TkBZ8BjYdvoG+sYWu/9NWRMDljBkz5JdAuUtUP62/2L9lyxb4+/vLYE99fcaOP8uKxyhAgZcrIIK5f/x2GjJClc/h7Cwl0NASZvrVYPcoAO0neKJw/frKPn188Nc0ripP6K8YMQKIi8WULwdjg/JleMq+c2hQoTVSnCsiLfMK0lISsGXhbBQrXgaFTE0Qn5IK8fkugtXF9fr37y//Dhg7diye9sX5y71rjk4BClCAAhSgAAUoQAEKUIACFKAABV6/gJubG06ePJlnIoGBgXK7XLlyefarG+7u7nJVDVRU94vtZKU6BhsFKEABCrwegXSlAtGibVdw8HwITDIfoeGDHcgMVL4rfxCFK2GXdZOq6FAO79lbwKNtJdQfNQV2TqV1x7hCAQpQgAIUeFsEGKD4tryTb+h9PDiyFKJYwQltbYQFeKOMZ5y8E88yLZXlXFlSWJQisLW1fUPv8M2dtghQFE0tyzxkyBDUqFHjiTckSj9s27ZNBjKKTIWNGzeW/ZxtymB0q5lKIEoMjgbtwJHA7YhNjsKOSyuAmnpoOMQV/gfv48qVK7J/27Zt8d577+Hhw4e664gAlmbNmum2c6+ITFsiwFAtbdG8eXO0bKn82UlwwUczNsLZoxlcanaAQ9naOHHxNmpVcMp9uix3kXtHp06dZKDkqVOn0HfQMMycORPWLrURt/87pPjtRsb9a7Dt8QOMiuZ84ZP73NzrH3zwgSxVLQI8//jjj9yHnrguAhN79+6N9PR0Of86deo8sR93UoACFHgVAqN7v4fShcTfzkqZCcOysI42wIm7q7HZ/8nZDcXn1wgRoKg08fmlfoZvj1yOS6vW4+IeLe4Za5GZdh7RIbcwqm0z7Ll4FfWVQMePPvoIPj4+ugD1ixcvynH4QgEKUIACFKAABShAAQpQgAIUoAAFCqKAqCQ1efJkHD9+HA0aNJAEIoGAqEqhVj0S3734+vrK781F1kMPDw+4urpi7969aNo0p7KRSAAgHtpXqx8VREveMwUoQIHXKRAelYjZmy8i9HYAGoftQFxQGlbdD0fQgwA5LT3ooXqx8ni3sAkqdK6FBh9NRSG7oq9zyrw2BShAAQpQ4KUKMEDxpfJy8GcJZCrlcw0jLiNb6XQ8s44SBDEd2fqOsLcoBq/KzWVwmAhMbNGixbOG4bGXJKAGKIrhy5Yti++///5fr9SnT58n9ilkaoP2VQagjUcfnA/2xsGALbj58KoSkGovfyJvJ6CitRemj14AjYEhRAYttYkAxSc1EcwnrqcGJ4o+IiBQBCg2auAJ94Xf4+Tv38Cj9UiYWRfFwTvZeJgarQS96ivlo7PkkLlLPIsdIlvntGnTMGXKFGzYsEFmjxRPn345tBe80g4gM/ouHi7romRS/BbmVTrJMR5/Edkcf//9d7n76NGj0Gq1MDAweLybbjsrKwsioFHcj2jifhmgqOPhCgUo8IoFfpo6SRecaGhUDVr/C5h4aQ8u/vWk/pOmI7LTir+vRYC6Gpwo+q1YsQIefXuiUi8tri7dgCPHTBGnf0M5ch/talZGYNhDzJo5A2kZmbph4+JyHlTQ7eAKBShAAQpQgAIUoAAFKEABClCAAhQoQAJVq1aFSBbQpUsXDB48WFYaEqWYjxw5olM4c+YMOnToII+VKlVK7v/xxx/Rrl07iO+8S5QogbVr18LLyws9evTQnccVClCAAhR4uQKxiWnYfuI2Tl+7j4RQP9QO2Q2Dm1r8GBaM4Kib8uL6egbwdKqA7vYauL/XGA2GfQkzS+uXOzGOTgEKUIACFMgHAqwjmg/ehII6hcgTq5RgMeBalhtuhDxA8aomkiIneyIwbtw4+T/gBdXndd+3GqAoguvElxnm5ub/85QM9DWoXaoZvmizBNXRBTeORyAzIwv2pS3x0PYyPv+tM7ZfXIawyGDdtQICcp4k0u34a0U8+SkyLzo4OGDAgAFy782bOb/ci43Nmzcj6PwhNHZ6iHsX9yh79HDlvgFq9/oWJpY52SFFiefH28SJE3H69Gn5pGlGRgZElsbBE7+H3eDtMHFtBGSmI2bb54jdN0OpfCoKkv/dYmNjZQZGdU98fDwuXLigbj5xKb44EtnD1CaCLNkoQAEKvA6BP1cuR8T1nIy2xoa1EHb6T0w5vwstO3dGmTJlnjklEdidu4ltUbZZND3l75HKw/ti8OyeKG/uCkPjespefbg5OeCjNs3hZPf3ly+5g87lyXyhAAUoQAEKUIACFKAABShAAQpQgAIFTGDJkiUQ3xsnJSVBlHy+fPkyateurVMQGRN/+OEHqN/hiwOiCpGoTCG+wxHnffPNN9i/fz80GuYp0cFxhQIUoMBLEhClnH/zvoFBsw7Be88fqHRsOmwO7sCsw9cx9/IhGZyoMTBC0xJV8UOtKvhqfEcMP3UCLcfMZXDiS3pPOCwFKEABCuQ/AQYo5r/3pEDMKFubicTzv8p7Pab1RFK4D5wq5QQoqAGKBQIiH99k3bp1oa+vj6lTp0Ksv+jmUtgNJ1bcwvnFMWjt3hc2Zg6IT43BzsurYOQVigaDy8K2hLnMKCiuHRISgszMnCxbIjPh3Llz5ZSWL18uy1uIjdwBimLuFhYWKF+uLPwPLEHMpU0wQCZsnMqj/sAFsuyzCFBMTEzEwoUL0aZNG4gnT0WrWbMmDh48iDt37sgASJHR69R5P9j1XgbLd3LKmCae+gVR6z5AVkq8PEe8iMyPDx48QPny5dGqVSu539vbWy6f9CKuP2HCBHmoWrVqchn4jCxlTxqD+yhAAQq8CIFj27fgzL6ckvQmRvVwUwlM/OnGORgbG2PNmjX/eomRI0fCyCinLLR4cl/83fF4M3N2Rveln8Ozkh0sDJtAT98K5iYaDGraAIM6t5Pds7OzZebZx8/lNgUoQAEKUIACFKAABShAAQpQgAIUKCgCekpmh+7du2PBggX46quvZIWj3PdesmRJjBgxApaWlrl3y++lv/76a/l9t3hw1NDQMM9xblCAAhSgwIsViEtKw/Ld19B/xkEc2LIWTc/OhN6BPfjqiD9+9DuM+zH3YGxoirYu1bHYsxKmfPUehpzwQdMR02BkYvZiJ8PRKEABClCAAvlcgAGK+fwNelunlxJ4CKbZKYjNtsSFtLIws7sBfQM9OJqXQpFCxd/W236j7quzkjFLPGkpMhW+jGZnZyeHTU3IQPe6wzC72xYMbzQdrg5VlGxbSlnpeg7o+FUVVO5rg9krpqCkS0m8//77EFkJxZcrojSyKHHRvn173Rc0uQMU1TmrT5aeO/QrLB/sRWx4IAxNLFC9y0REGbmjY6fOGD16NPbs2SO/8FHPE0sXFxe0bt1a7poxYwZGjRoFvZqDYPvuD9BT/oci7dZxPFzaGRmRN2XwpBrEI55wFaWmRctdekPuyPWya9cuGSApAiJFaWnRmEExFxBXKUCBFyogyi+Lz7LcZZjFBS4dPYzDm3OCEI0Na+DM0fWYe2qfLFfv7+8PU1PTf52HCApft26dLB104sSJZ/ZvMmYw3p/QEsX1K8PAsJzMpuxspIf+jevDzNiIn4PP1ONBClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUeJ0CWm0WdiilnEXGxMu7VqKh91eIO+CN8Uf9sDrgKKITImBubIlupWvixwaV8OWsQfjg6Fk0GDBW+U4850H/1zl/XpsCFKAABSjwOgSY2/11qPOaSDq3USqc1NZGZuxdOHrklHeuWaIpdfKRgIlJzvvyMqaklp+Ijo6Ww+vrG6CWS2PULNkITm52cG1cGKVq28HR3QoBOIhO06rg1B/70Lt3LwQHB8tSFfPmzZPnli1bVi5FxkOtVgtRllptjo6OMoBRBC/u/eM3xMUnoNenCxCl54yilZojJtQJRmZnkZ4cp8ugqJ4rlm3btsXq1atlOQxREkNkOhSBkhpbF0RvHIrMR8F4uKwbkmp/AlGaVDy12qBBA93Tq6Jc9NNaTEyMPCRKcri7u8t1MU+RQUw8JctGAQpQ4EUKiFI/omz977//Dl9fX5mZ9uShAwjct1NextCwMvxP/QH33u1hbW2Njh07/qfLiyf7xc/zNNsKbui/bCQOTlmO8w8dkZ56Ei4OthjZuil2b9mM8l9OfZ5h2IcCFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUo8MoEfK7dx8q9ATC7sQPNrp3B7vt6WB5yBanpSXIO1uZ26FCsLJqWM0DlkR+iaqver2xuvBAFKEABClAgPwswg2J+fnfe0rllxoQomedOICtbD8eV8s7VKwB2LubIysxCo4rt39K75m09LqBmUBTlkzMyMnSHo6KicP9GDI4vu4lq6d3gtyccaUmZsC5mhobDysKgVihcahTG2rVrYW5uLs9zVsqGimBKMc7evXtl5kfdgMpKw4YN5WZsbCyys7RYP2ckMpX/ccizRpYsAABAAElEQVRITYSNcwU0HrIYhYqUliWiHz16lPtUtGjRQle2VBy4cuWKPG5U1B0OQ7bD2KUOstMSYXp8OkZ6WaNixYoyuFCUeRYZxUQQYmRkZJ4x1Q1x76KJQCCRrVGUR01JSZFBQ2ofLilAAQq8CIHt27fL4EQxlihnf+nSJXjWro0rO3coQdFa6GtcEHHlHI6kRWD69Okv4pL/OoaBkpmx5ayP0LlVBVgatVBKPtvC1FiDBL8L8Nm941/PZwcKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSgwKsQCH4Qj89+PIFflixDtd1f4PbBMxjlcxG7bvnI4MQihRwxzM0Ti9tVxherp6DfrpMMTnwVbwyvQQEKUIACb4wAAxTfmLfq7Zlo0vnN8mb8s8oh5FEa0o1zAr4iApJhY1H47blR3skzBURQnprpMHdQYFhYmDyvSJEiGD38M8z+cBU058vBOq6skuUwE7YlzNF4ZDkciFqOoIjLsq/INli6dGm53q5dO/Tp0yfPtdUARbFTo8lJHGuR/Qg+a8cgMToUekaWqNv7OxR1q/+PLIpWVlaybGmXLl3kmNeuXdONbWBui8L9VsO8dh/oIRvjmthhkpc+srUZMmCyRIkSsu/TyjarAYriGsKiTJkyz+yvuzBXKEABCvwHARG83a9fvzxn1PP0RPsqHjAyVDK26lsjOyQeSwIO48KFCzK4Ok/nl7xRvmdrDPqyFcxTXHUln/et/QUb58xAWkryE6++Y8cONG7cGB988METj3MnBShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUOBFCFy5FYWp89ah1J8TkXVgH8b6BGDnrdPI0KahhFJx7dMK9fFD9xoY99tc9Np0GG6erV/EZTkGBShAAQpQ4K0SYIDiW/V25v+byc5IgxqgeFRbD6FX/kS05raceG3n5vn/BjjDFyYgsgva2NjI8UTWRLWFhobKVScnJ7l85513sHrFWswYthS3N+khwd8IxhpT3I2+jpl7PsTSY18hNjlKlnFWx9i3bx/S09Oxc+dOiHGysrLUQxCZDUVLTEzEtEmfoXmpeNRyc1Cyhxmhasex2HL8niyxrDtBWRElS8ePHy93+fn55T4EPQMNbNpOxcYwZ2RmZaOKWQSi1g9GVloSypUrJ/s+LUBRZHQUTQQoivZv/WUnvlCAAhT4jwKTJk2Sn3niNDUwvFF5NxSxNlH2GMI8qRhmnliLpUuXwsHB4T+O/mK6W7u6YN6phUi5EwVDkwbKoPoIPOeDn8aMxsOQ4DwXWbZsGTp16gRvb2/88ssvSE5+chBjnpO4QQEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhT4jwKHfa9j/6QBKLxrHaYdv4GVgaeQmBoP+0JF8UlFL8zvUxtjdy1Ft+U74eLh+R9HZ3cKUIACFKBAwRHISSVWcO6Xd/qaBZIub0dWslLyNssW51PLwMzyFxiaOiLlUSYmfDj9Nc+Ol3/VAoULF4YIToyOjtZd+tixY3JdDdZTDxgbG+PUsdNyMyE1FtsvLsPRwB04fXs/Lt07gbLvOENvJ5TgQsgyyb6+vtiwYQPCw8Nx+vRpfPzxx9BqtTh37pwcQ2Rq/PTTT+V6lhJYOGrGBtyKt0RYZlF8tfoMxveqAROjvz8iK1SoIEs3P3jwQM5XLVGtzm/58fv4U3sfq/u6yBLmkSt7o6pbSezfDwQGBqrd8ixzZ1AUB9SMi2oWyTyduUEBClDg/yEgsifOmTNHnikyyIqgvv7duqC2a06GVzOD6vjhwHdwLFkSAwYM+H9c4cWd4lCsGGacXI0ekZ6oWbcvktOPIzYqAj+P/xQdh3+Eyl6NEB8fj5EjR+a5qPi8F9kU2ShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEKUIACL0pg7aK5iF33K1YGx8E/Iuff+sxNrNC1pAfa1DRDvUnfoLh7zRd1OY5DAQpQgAIUeKsFmEHxrX5789/NJZ5eJSd1WNsAYf7H4OJpKbfL23jKkrj5b8ac0csUUIP81AyKIoBw7dq18pI9e/Z86qUtTazRz3MMJrf/BWXsKyE1MxkxtkH4bF139BjQSZ53+PBhXTDijRs3MG/ePCxcuFAGRIoOInBRbfr6evigbUVc3vU9sjLT4RsQgbFLTiI2MU3tAnNzc7i4uMjtx7Mopqam4tatW/C+lQLDLj9CXyn9nHHfDwPtzsPFRoOnZVBUAxRFuWvRRFlr0SIiIuTy8Zfp06fLDGeP7+c2BShAgacJiABpNYus+AypXrUKBjZrAqUuPTSG5dG8bRX0+XSUDOR+2hivan+1atXkpX4N8kG/0Q1R2NBLyW5bXAkuz8C2H77HzuU/YcSHH8oMubnndPDgwdybXKcABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQAEK/L8Fgm/fwNLuTbF30VZ8duGyDE7UGBiiXVlP/NDIA+OWjsG76/YxOPH/LcwTKUABClCgIAowQLEgvuuv6Z5Tbx5DZuRNpGQb47i2DuLu74d9aQslICwbw7vklM99TVPjZV+TgMigKJrIoChKLi9atAgiQ6EoMdqmTZt/nVVJOzd80WYJ3q//BcyMLBGdHgaLhtGo0NwR27dvl0GDYhARoKi2hw8fylWRhUtcU21Vq1aFJuE2fDdOhImhck5YHD5dfBzhUX/3qVSpkux+7do1HD9+HDt27JDbu3btktkZ7e3t4ejRCA4f/AYDmxKwyIrD7+87I/vhdfUyeZaPl3h+VoDiqlWr8OWXX8rMYWqwUZ7BuEEBClDgCQIXL17U7R03bhw2z56DjIwk6Olbo2bJUqjWqx1E4OLrKu2sm5yy0rVrV91mqp0FBi/sDTcLN2iMa8n95w/ugUVUOAqZmUJk1dXXz/k1Nvc96gbgCgUoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClDgPwiIimurv5mAzV37YfrhW9hwwwcZmWlwdSiHWdVrYcK0nhiw5zgqNOzwH0ZlVwpQgAIUoAAFhAADFPnn4JUJJJxaKa91QglODL93A8WrZMlt89QisLcq+srmwQvlHwE1g+KmTZtQpkwZfPLJJ3Jyffr0gShF+jxNT08PXq5tMa3TWng41UW2nhZ1epWCY6tMmNsaySFEyeSUlBSkpaVBzVooDuTOoii2O3bsqATOBsE66jAcbc1w/1EyPv3xBK7fixGHoQYoLlu2DM2aNUPnzp1x9OhRjBo1Sh4fOnSoXGpsS8ogxWw7V9iZG+C7BqkIObVVHsv9os7FyspK7i5aNOe/g8czKIqgys8++0z2EeVaHz16lHsYrlOAAhR4qsDNmzd1xy54H8bd6xeUbT0U0ZRDiymDdMfyw4r4XFXbb7/9BiNrK/T46SM0qlBSybLcQpm2CYpYW2BEqyaY+/UUmJqayu63b99WT+OSAhSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKPCfBc6eu4Bl7Rtiy4ojmHD5DEIeBcPUyByD3Bvgi3bu+GD/dtTrmfPvgf95cJ5AAQpQgAIUoAADFPln4NUIZCiZE9NuHUeWEhRxSNsQYVd2oUw9e3nxuiVbvZpJ8Cr5TkANUBTlmEUQniihPGTIEEyYMOE/z9XGzB6fNJ+rlH4eC21GNhzdrdDh6yooXtUG2dnZMpuimj1RHVwELuZuIkBRtD+3b8TYrq4o52yNuKR0jF96Cqf9H6Bfv36wsLDApUuXZIlRMW67du1w//59uLm5YdKkSbrhDCzs4DjkVxy/k6pkd9SHds9YeC/Nmyn08QBFNYOiyCKZu4kAyNxBiY/fR+6+XKcABSiQWyA4OFhuWilZB3ct/VGuG2s80GNcD+gbKuli81HLnRVx//79EFlmf/31V9T+pCfKlMuEpV4D6Bk4wMhQH5EXfNCgYjk5+8c/E8eOHQtRLvrx/fnoVjkVClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUyAcCkbEpWDBxDA4N+QhfnbqLXbd9kZWdhepOlTG3tgfenTYEA37ZAUtrh3wwW06BAhSgAAUo8OYKMIPim/vevVEzT/RZJed7UeuBR+lGsHC4CyNTDeIepKBJ9XZv1L1wsi9OQC3xLEb88MMPZSnmn3/+Gbn3/9erNXLriNb2wxFxIx7GZho0HeWO6l1KKGMH/SNY5fEAxXfeeQfOzs6yXwPPmihvHITqroWRlqHFtDVncDvOBBs2bICBgQHUYEJRJlpkcVy+fLksOSrme/36dZlh8dDRUwh0GYA9N7Og0ddD2bAtiDy4QN6SVqvVlZi2traW+9QxcwfV7N69G5s3b5YZJdV+kZGRsj9fKEABCvybgJoptp/y+ZaVlQ59gyJoUrcSbP8K7vu381/1cUtLS3nJa9euoUGDBujZsydGjx6NQTMnY862cTCLKwIDowqyT51SzuhctwaSk5J00zx+/Dhmz54tA8lXrszJ3Kw7yBUKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhSggCIg/u1v+W+H8Gufljjy60lMvHQa92NDYWFihU8qNsBH3apgwP5DaN6tD70oQAEKUIACFHgBAgxQfAGIHOLZAtqESCRd2iY7Hch8B3fPbkPFFjmlbO+eioWTk9OzB+DRt1ZAfe+rVKmCefPmPXdZ538DebdjH0QcMMa1/eEyeLBKe2ccilyDkAd38pyqBu6oOw2VbGIim2P16tURFRWF4UMHY9bwRrDJfqA8LQUs2nYFMcauMgAxMDBQZugS5w4bNgxeXl5yGFGC+b333sOhQ4cwc+ZMTP16OvqtCMBGfz15PO34IsTsnqqUmo6VmR3FTlHiWZSH7tatW04fpRS1yBwm2qxZs+RSlL/28PCQ67kDGOUOvlCAAhR4ioD4LKvjWha2hUS2RA1KmLqh9oh3n9L79e8uWbKknIT4fPbz85PrS5YsQUJCAh6kpcA74xxqFXGGoXE95ZgeKpcshv6N6qF75064fPkyunTporuJAwcO6Na5QgEKUIACFKAABShAAQpQgAIUoAAFKEABClCAAhQQAiJr4szxYxGjPBg/41Qwdtz0kVkTayhZE+fULo9+P32BAfPXwNTUjGAUoAAFKEABCrwgAQYoviBIDvN0gYSTSwFtOm5muSDK1FXJGucNa0czpCVnwjTO8ekn8shbL/Duu+9i06ZN+PPPP2FkZPTC7ldkNNz7514sGLURdg89kJGqRbJRJPZGLoV9GQvddR7PoCgOuLq64vTp05g/fz5KlCiBzMwMbF80Gj3eKS3P23goCH9cTFBKPVtizZo1mDZtGubMmaMb85tvvpGZu8QOMU6aEmwoypZatxiLyXsiZaBj0pl1SPz9cxgZQPmfG1NZwnTp0qU4e/YszM3N5VgRERG4e/cuRDYwfX19mUHMwSEnfTwzKOq4uUIBCvyLQGpSIlpWqyR7mSilnbtP6ycDt//ltNd2uG7duk+9tsheu2nLFrSaPRKt65SAqVFTJUbRGI42liiFdLRp2lgGl6sDhISEqKtcUoACFKAABShAAQpQgAIUoAAFKEABClCAAhSgQAEXEFkTl/56BJv7t8HVXWcw4dIZhMXcg5mxJUZXqI8x71XD+weOoGqDVgVcirdPAQpQgAIUePECDFB88aYcMZeANjEKiWc3yD1/ZLaEXVaoLntikHcEypfLKdOY6xSuFiABjUYDEaRYrFixF37Xoky0CHSp6tQAO7+6gnQlIWE6ktB6fCWUqlNYXu/xDIrqJEQmRVFSNDg4GCKbV2pqKorgHkZ3raIEC+rhwLkQTFl1BmVc3TFp0iSYmeU8QXXx4kWIAEXRRMClOM/X11dui3FWno3HzLPGUOqTQj/4ONb3KYaithb46KOPZB/xogYoPnjwAOvWrZNZFps0aSIzjdrb28t+zKCo4+IKBSjwLwJNy5RTAhK10DOwR6tm1WDumBPo/C+nvbbDffv2zXNtEXCuNvF5q5aArv5hL7RoXRyW8ISevrXyBZIGAxt7oXhhG7U7oqOjdetcoQAFKEABClCAAhSgAAUoQAEKUIACFKAABShAgYIrcP1eDL4aOwEJsydj9slgbA06AW1WJqo4VsA8JWvi8OWT8O7sVTA0Mim4SLxzClCAAhSgwEsUYIDiS8Tl0EDCyeVAZhpuZZVEqEklHD3wPRzLWyErMwv+B++jYsWKZKLASxWoXLky4h6kYPf0a9DE2sBAo493hrqiUutiMgDxwoUL6NSpE6ytrbF58+Z/zKV169Zyn8iSuGf99xjbwwPGhgY4H/QQY38+iZiEVN05okxzZmYmevTooSszevToUXm8aNGcsuZbL0TBvt9KaDWmqFvSFL90NIVxZrxuDBEcKdqtW7cgsiqK1q9fP7lkBkXJwBcKUOA5Ba6cPAm7QuJXPT2YxFug6oBOz3nm6+vm5eUlg7Z79eqFrVu3Yty4cXIyRYoUwZQpU/JMrNp7nbF4x2QUSioFfQNHaJSstAOUIMWKLsVlv8TExDz9uUEBClCAAhSgAAUoQAEKUIACFKAABShAAQpQgAIFS+CR8u94izYcxr7R3XFrjy/GX/TFveg7SoUec3zo7onJvWtgwP4jcPNk1sSC9SeDd0sBClCAAq9agAGKr1r8Db2eCLpKT0//T7PXJkUj6ex6ec7OzBaoUcIIdpWy5HbopXgkx6QzQPE/ibLz/0egUqVKsLGxQWx0HE4tvwu/veGyvGmtHi7QuEejQ8cO2LFjB+Li4rBx48Z/XKJNmzZy35EjR7Bw4ULcungYs4bVh5W5EW6GxeGTxScQGpmI+Ph4WaJZdF6wYAEaNWokz/P29pZLR8eccuZRUVEwcK6BwHIjcT8+E66FDfHHIGdM+3SQ7KfVauVy4sSJEOVJS5UqhW7dusl9zKAoGfhCAQo8h0BqchL++GmR7Glk4I5jUeef46z80UV81q5fv14Ges+YMQPbt2+Hn5/fE0tTxxgbYurub2AbYwx9jYuS5RboWqcqPEo6/+ffW/LH3XMWFKAABShAAQpQgAIUoAAFKEABClCAAhSgAAUo8L8KJKZkYNXeAHw1YTIyFkzFAiVr4q+Bx5CpzUClou6YV7MCRi6bgC6z18DIJKdS2v96TZ5PAQpQgAIUoMDTBRig+HQbHvlLIDQ0FKJcrpWVFVJSUp7bRWRPzM5IwZ2sEritqYSoO/tRqradPP/izmAZaFC9evXnHo8dKfD/ERDlQevXry9PvXbtGs5uvosyqKeUTgbcmxSFW2dLGJnmZC08c+bMPy4hyiubmprq9l+9ehXlnK3x/YgGcLQzR0RMMj798Tj2Hrso+zg7O0NkSxRZwEQ7fz4nKMjOzg6ipHVWVhZEieaIdDN0XBGKoMh0OBbSoK/1GdQuYaL7b0yUeBbt559/1l2fGRQlCV8oQIHnENg2f5GS0TVZlj8OuugDwyI5pe2f49R810VkuRW/hzypic/1HQcPYthvM1AOhWBg6KbkiwQ616mG6qVLPukU7qMABShAAQpQgAIUoAAFKEABClCAAhSgAAUoQIG3WODY5TAMnb4JsUtHI+rwWYw/fwZ3Im/CxNAMQ8vVwdfvVUP//QdR3qv9W6zAW6MABShAAQrkL4F8GaB4584dmTln9+7dSE39u3zqs+hiY2NlKUBRojUyMvKJXZOTkyHKufr7+z/xOHf+U0BkhRNlmEV2OfFeHFSCAJ6naZMeIelMTvbEP5TsiZ0alMH1uKNKdiN9RN5IwqN7SRCld0XQFhsFXrZAgwYN8lyiQen2qIBmyMzIQsnqtug3pzHMrU1w//59iIDc3M3c3FxmWOzbt6/cLYJhRCumBCd+/6EX3IpbIyE5A6tPxMKhbG14eHjI466urjAwMJD/7URERChZvfShBhiK4EPx39T9eC26rAxDSIY1DJRAovV9HFG/WE4GRTFI//790bx5czmeeGEGRR0FVyhAgWcI3Pa7iqArp2QP4yR7rAk4Dicnp2ec8eYeKlasmMxYq1E+q3usmIyahWygMfJQHoIA2tbwwLGdO97cm+PMKUABClCAAhSgAAUoQAEKUIACFKAABShAAQpQ4LkFMrVZWP3nFRycPw7l967EghN3sCHAGxnaNJR3cMXc6krWxJ/GoPP3G2BiXui5x2VHClCAAhSgAAX+d4F8F6AosoWVL18ey5cvx8cffyyD2MLCwp55pyLrWdmyZTF9+nTMmzcPZcqUyRNIl62kShNlXgsVKoQaNWrg/ffff+Z4PPi3gChvK4IU1RYQEKCuPnMZ771QyZ6YrGRPLI4Q06poWacwbCqInEbAg7Npctm4cWO55AsFXrZA7gDFVq1aoWHDhhjW7XOcWHwXaYmZ0JolouPUqrB0MMGTsiiKIMERI0bIaaoBimLD2sIYM4fUQ233IsjK1kO1TuNRzCMnoNDIyAglS+Zk7woKCpLnisyKoqkBimI9LjULu7ObwMS9OUyUAN6fujmgX81CMpjx+++/F110TQ1wfFoQtq4jVyhAgQIrkJmRgV/nzJL3b6gphxVHVkFJGCvLxb/tKPrK526rhePgaW8FjWFFGaR4eP0K+Pmc0N26+J2QjQIUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABd4ugSu3ovDl518g4duROHAkCF9eOIK7StZEI40JBrnWxrc9q2HAgQOo1KTr23XjvBsKUIACFKDAGyKQrwIUQ0JCMGrUKPz00084cuSIzHRYpEgRGaj4LM+BAweibdu2uHjxIk6fPo3hw4fLzGPp6em604YNG4YTJ05g0KBBun1cebbAhg0bcPLkSdlJlMkV7caNG3L5rJeMyFtIOrtRdtmS0R69m7vhoP86aIyV7Im3ExByJUYeY4DisxR57EUK1KxZU2YPE58nK1askENbWlpiz2ZvDPecAXuLYjC20ke7SR44eeXJWUIrVKggy5KHh4cjJibnz7AYyMRIg8n9ayPz4RWllKoBwpQC0qv25gTylitXTl7rWQGKooOFlS3s3l2MPXeNoK/8t/ZNG3scmNETtra28nz1Rc2g+OjRI2i1f2daVI9zSQEKUGDNd7OUjMdxgJ45apVzx42ERxLFzc2tQODoKZlrm8z+HEmXfZVyz+7KPWdjy4I5CFRKeKxcuRLGxsZYu3ZtgbDgTVKAAhSgAAUoQAEKUIACFKAABShAAQpQgAIUeNsFYhJSMWPWYpwY0QVBe3zwme9ZnA4+K2+7nrMHFtWqiJGLRqPTgs0ws7R+2zl4fxSgAAUoQIF8K5CvAhS3bdsmsxyKsqaiGRoaYuTIkbK8amJi4hMRL1++LAMZP/vsM93xTz75BCKIyNvbW+4TwXVinLp168LU1FTXjytPFxDlsNVgzuLFi8sMlaJ3cHDw00/660jc/plKPIAWF7WVkGhbBV4elvAO+l0evbg9BGq5W5HFjo0Cr0JAfJaIzIeBgYFwdHTUXVIE7HjVaIKJbZfCIrswTCwNEe18GRfvHdP1UVdEQKP4b0G0x8vEG+jr4eLO+bhxfL08vvnIDczZfAGu5XICgtQARfXaIoOiKEuvNmtrayW4UR+H0ipj9pGcYCLb4N14tH2s8p9SptpNlkQXpaKzsrIQHR2t288VClCgYAv88ssvKFy4ML6dMhn3ruZ88WKjcUOZnn//PSsySReUJj5P5/ofg9bfDwYaV+W2s7BpzgxM/2I8MpQMk0OGDEFKSkpB4eB9UoACFKAABShAAQpQgAIUoAAFKEABClCAAhR4KwUO/74eG99ticBVv2HiiQBsCzyG9MxUlLJzwQyPmpgyugUGep9A1Za93sr7501RgAIUoAAF3iSBfBWgeOXKFVmKWQTgqK1KlSryH5OfVlpYnGOgZMupWLGiegpEGVWRKU0EL7L9/wS6du2qZGBKlRnj9u3bBzMzMznQ/fv3nzlg6m0fpAYdgTZbH1sy2+P91uWx13+9sp2BiBvxCPPLCcoSwYkiKIuNAq9KwMrKCuLnSa2QqQ2GeX6DkEuPoK8Bfjj8BQ4FbP1HVzXAx8/PD3FxcXj48KHsExoaKgMG757Zio86VYS+ErB46EIoYqzrwcDIFGqAolriWQRK/vnnn7rx1Xk5OTlh4fEYHMyoASjZGJMvbUP0hiHISk+WfcVnnZpVUb22bhCuUIACBVLg7t27MuBOBC1HXVB+79HLUn4vcoJ7PRdc9ffXmagl53U73vIVQyVT4vQLe2ByL1z5XC+FbOXBiV5edWFjYSZ/v5k+ffpbLsDbowAFKEABClCAAhSgAAUoQAEKUIACFKAABSjwdgqc27cJy9s2wMoJP2PCUT+sDjiK2KQoWJvZYpRbbczuWQNDD25Hi8/nwNDI5O1E4F1RgAIUoAAF3jCBvyMB88HERdnSx4PWbGxs5MzEsSc1sV9kNhOBO7mbOO9p5+Tu97T1Bg0awMHBQfezYMGCAlVS1cfHR9K8++67EMGhIhBUtMjISLl80ovI9Ba7Z5o85K2tj2JlyqNCaUMcCfw7e6IafDp48OAnDcF9FHhtAhXcKyF0P3D9yAOlIGg21vt+j1/PLVaCWrJ1cxJlnkXbunUrPDw84OrqKjOCTpgwQe4XpaTbeJbBVwNqK6WfDRCVaoI6732Dm8Hh8rgaoLhu3TqEhYXJUqPigBqgKAKrRfMON4Xdez9Dz9AEqTePIXJlb2iToiECI9XPRJGFkY0CFKBA8+bNZVbVWmXLoZC5+LwyQFpIPHZcPSOzxqpC6t+/6vbbvrS3t4dWuclp53bADRbQMyii/K6YjQ+aNVE+nw0xd+7cPJ/vb7sH748CFKAABShAAQpQgAIUoAAFKEABClCAAhSgwJssIKqLndiwEMtb1MO8UYvx6RE/rLt+HPHJSnyBEpg4wLUOFraohFEbZ6HrD1tg4+D8Jt8u504BClCAAhR46wTyVYCiCDIUv1zkbur24wGIap8nnSOOifOedo567rOWy5Ytg8gcqP6IQL2C9I/76enpksfCwgLi3tUgrdxlaR/3Szi1HJkPg5CQbY49aIWPulTBlgs/IVObjoigBNwPiJPvi8gAJzI0slEgvwl0aN8BPmtuQ3szJzB6r98G/HxsivJnOENOVfy3oNFocODAAYSEhCA+Ph69evWCCDgUnzcLFy6U/Wq6FcGsofVhaapBoSJlYFdnMPxvhcvsrqKD+HwSpeft7OxkfzUwWw1QFGXQTcs1gv2A9dA3s0FG+FWELu6Ijk1qQ2RLE01cn40CFCjYAqtXr8bNmzdhpHwutaqWU8LZBGWw6NRmiAcNRFCzaOLzpqC1du3ayVtOUEo5TzmxHoUeaqCnbwkzYz0MbNJIyc6dDm9v74LGwvulAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKPBGCaQkxmHvvLH4qb4nvv1yAz46egUbgk4gISUWNuaFMcjNEzMbl8fopRPRd/tRlKn2zht1f5wsBShAAQpQoKAI5KsARZFd7PGsYGpJYUdHxye+J+IcESSUnJxTAlXtJMZ52jlqn2ct3d3dUa1aNd2PuE5B+gf+zMxMybN9+3ao62KHGrj4uF1m9F3EH8kJztqc0QmdmlZDStZd+NzapwQ3Ar4bbutO6dy5sy5znG4nVyiQDwQ6dOggZ/HH4pNoX24IDJR6z2fuHMLc/R8jOS0BIkPivHnzZB81YPnw4cNye+zYsahdu7buLlydrTF/ZEMkx4TDtJADRi08gss3InTHRRbRjIycwMfHMyiKAEXRjJyrwP6D36Bv5QSDpAfY0tcBbnY5gUb37t3TjcUVClCg4AlotVoMGzZM3vi79d5RHqLIUALwrHD5gjfilWN37tyR2V5FB0NDwwIHNGbMGN09BwYHY+bRX2CdWkrZZwQHKxN0r+eJL774QteHKxSgAAUoQAEKUIACFKAABShAAQpQgAIUoAAFKJB/BCJDb+L38f2x0Ks5pny/D6N8z2PPbV+kpifBvlBRDHavj2mN3FHxw4Hov80bVRu1zz+T50woQAEKUIACFPiHQL4KUKxbt64sJZyQkKCb6MmTJ2VJUzc3N92+3Ct16tSRm6Kf2kQ5YhG06Onpqe7i8j8KiMAH0aKjo1GqVCld4JXIpBgVFYWkpKQ8I8bs/BJQMiVe05bDfftG6NqwDDb45gRy3TgegejgJJl5TpwkAj/ZKJAfBcRnhvisEZlCB7YZDbeMpjA1NEdgxCV8++cwRCc+wMiRIyECd8+cOaPLgFipUiVMnTr1H7dUrLAF6hd9iKTI2zA0scSZqCIo4lobTk5OmDVrlryOOOlpAYrimKGdC1Y+qgW/+2mwt9BgywAnNCxtCgYoCh02ChRcAZH9LzU1FU52tijtaC4hihm6ILK4lVyPi4tDipI9UDSR/bWgtZIlS8LIyEh32w+VgPB6vWugkH4NZZ8e3J3sYJSQk9lZ1+mvldwPZjx+jNsUoAAFKEABClCAAhSgAAUoQAEKUIACFKAABSjw8gRuKQ/hbx7YBnNb9Ma4Facw/vJZnAm9gqxsLco6uGJMpQaY2KQ8CvfuA68F2/HJqMEwMdK8vAlxZApQgAIUoAAFXohAvgpQFJn1RPnfTz75RGZE9Pf3x3fffYfhw4frgtuOHz8uA9zCw8MlQPHixdGxY0eMHz8eItvio0eP8Omnn6JevXqoXr26DunChQsQ54rzRACkWBc/auliXUeuSAG1tLbIGrlmzZo8lvb29hCln5s3by77Jp7bhLQ7PkjLNsQGbQ981qMaztzdjztRAchI1eL81pxMb2oQVpUqVahMgXwpILIiiqAfLy8viOCeMR9MwY6vL0KjNUF43F18s3so7kUHoVOnTqhRowa++uoruLq6yhLPuQNh9u7di0KFCuHHH3/Et19Pxva5AxGn/M+TvsYI1Tp/ge9X/ikDZ9QMio+XeH748KHus+ncuXOY+t0CdFsdhuN3UmBupI9V7znCKdk/XxpyUhSgwKsRWLlypRJmB/RtIMpVZENj4IKun/dCs7/+blZnIT6bli1bpm4WqGXVqlV19yt+l6zVtTM696wBE40IUgQaVXTF3u1bdX3ESu/evWFpaakrj53nIDcoQAEKUIACFKAABShAAQpQgAIUoAAFKEABClDgpQic37UKa9or5ZrfHYtRWy/gu4AzCIq8qVQPMkCt4tXwbXUvvN+0Am636AfrYYsx/YuhqFKm8EuZCwelAAUoQAEKUODFC+SrAEVzc3Ps2rVLZiYTAXAi0167du3yZCYT2YJEkGHu7Da//PILihUrBmdnZxQunPOLyK+//ppH6/PPP0e3bt1w4sQJmQFQrIsfNVNgns7c0An06aM8faIEa5UoUUK3T105ePAg4u9dRcye6XLX75lt0L6VF4oV1sNv5xbLfZd2hCA1PkO+jyIbo2iVK1eWS75QID8KiHLuIkhRlHJ2cHBAWFAUfp9yAcWsSiE2JQoz94yAX5ivnPqIESMQFBSE3EG3Iriwf//+MhB6xYoVsp+djRW617RA6NWDyrYeVh68i/UHAuQxAwMDGfDr6+uL/fv3y1Ly4vNN/e9FZGYU2x269sTCwGLYdjUBhgZ6GOwaiYQTS+UYfKEABQqegI+PDxp7VIWxcaZy80ao6VIWth7l/5Etcf78+Uof44IHpNzxN998I+9bZMZdvDjn95JSHVqgaXUnGGjKKJ+32fD9bROS4uNkP/HgyoYNG2Rmyjlz5hRIM940BShAAQpQgAIUoAAFKEABClCAAhSgAAUoQIFXJZCemgzvpV9jaf3qmP7RInx44BqW3zyLhwkRSlZEc7QsWw8LPOuiebPKONlkJE6WHIT/Y+884KMo2jD+XL9L7500SiCh996riBRBRUQRqYJIsaCgwocVsYGICCKgIgqK9F6VKh1CIARCSEJ6Ty7X881MvONCE1AgCe/82NvZ2ZnZmf/ljrvbZ553SP9OeK5bLSZc5Ev4KREBIkAEiAARIAIVhUC58zvmokQeopm7l2k0mjLh+ThU7tqXlpZWhq+npyfWrl0rQhly5z8udLw27dix49oiOr4JgcLCQtuZjh07ijwXgFoTd5njnJUyIGnpSLiYdDhtjkBOeH9MZKGd5+95B/m6HOQkFeHM1hRwd7hhw4YJ8WloaKhwlrP2RXsiUB4JcNHg+PHjMW7cOBGOOTU5Fa2dn8Yph02ISTmCz7e9iiEtX0fr6j2vG/7w4cPBRYo8HT9+XISb526KERE1cHriBLg7qeAY1ga/7k1CzU7DkHb0V1y8eBGdO3cGf+1xp1H+/sff57gwkbsx8sSFitwd9uVVh9kXMzNGtXRD3taZMOenwrX7VEjY65ISESACDw+BnIwMPNOYOxKb4Cyths5ThonJh4WF2SBwwTV3DnxYE39fzczMFJ9DuCO0NTWeMBRb2gyEJdgdsORg+gsvoM+EiXjiiSesVXDgwAFbnjJEgAgQASJABIgAESACRIAIEAEiQASIABEgAkSACBABIvDfEchJT8K+ee8idtV+rMqyYN+VszBb+GJ8wMPZF92DaqF1gAkx1ZtgvXNb5v0hRbNavhjWMwpB3k7/3UCoJyJABIgAESACROC+ESi3ihYu0rEPmXo7RLig8UbixNtpS3WuErAXgAYGBooT1j0/eOedd4Sz3NSu3nAxpiO/xAkrZM/glaca4ujl3TgUvx0Wcwn+WBgn9tzhMiEhQfRj7zQnCuiBCJRjAlyM2717dzHCH5f8BP/MJmge1hWWEjMW7X0fq4+XOiRap7Bw4UKsWbNGuJVx90Xu0Lp3715xmguFeLqwdxlG9aot8qGNeqFWt5cw+NnnhDiRF3L3WJ746/CHH34QffCQ9TVq1AAPr87Te9uyMG1zpsgXHlyK7JXjUWLSi2N6IAJEoHIT4KHhuXjuyRZtmAOgia0S9UKv/h0gd3CwTZw7H3OhNX8/etgTX8TCWdgnLlbcrL8Al0L+vqyAg8yAd8eNRWpqqq2a/WchWyFliAARIAJEgAgQASJABIgAESACRIAIEAEiQASIABEgAkTgrglcjj6AX1/sh8/b9cTrc7dh4omT+CPptBAnhnpXx0t1O2Nah9pQdu6CNY1exXmX9ggLcMP7w1tg2pBmJE68a/LUkAgQASJABIjAgydQbgWKDx7NwzsC7jZkTR4eHiJrdVDkTnBvv/02xnWvgeebuKCkBFhQPADmjGMsXGIxlu7/WNQ/uT4JWQlFGDBgAPr16wergyUJFK1kaV9RCFgFilwsOPiZZ+GZWRs96zwrhr/6+Lf4bu8HtlVdb775pijnYUV79eol8rt37xZ7q0CRuys+1ioMPaLkTMBrhEtwIxgCu0CmUIt6CoVC7OPj4zFv3jyRHzJkiNhz0SNPXIj97cE85DUeD9YQxdEbkPn9UFh0BeI8PRABIlB5CbzA3P6ee7w/fN1LRXcBcn/U6NetzIR5qGKdTocmTZqUKaeDqwT6DRqE+dvnwUFaXxQ2qRqE6v6+tgr2btK2QsoQASJABIgAESACRIAIEAEiQASIABEgAkSACBABIkAEiMAdEzixZTl+fLwNZj42EuN+3I//nT2J6IwLbBG+FPXZfbJpjbthVMcIpHZ6HBtqjkOqpraISPby4/Xw5bh2aFCt1MDjji9MDYgAESACRIAIEIFyQ4AEiuXmqfhvBsJvqL/88svYtm3bXXdoL1C0OlJaHRTz8/ORdmIrngktDWG7xtQVy35fg7iTe/HNnuko0OUiP0WPE2uSRKjar7/+GitWrMDq1auFg1GfPn3uelzUkAg8CAI8rLy9+9bRo0fxeKOReLbFa+KL0x/n1+GL7a8hLv48MljIVS4w5KGh27VrJ4a7Z88esefiQu7axcM289eYn7oQR1bOgMlQDK/Q+ugw7HMoHVyZ6JepflmaOnWqCP0cFBSEgQMHijKrg6JaXSpmPG8OgtfgRZConKC/dBDpC5+AKe+KqEsPRIAIVE4Cq377DQNaNBOTU0qr4onpI284UblcfsNyKiwlwIXf57QFOPDHMsgVkez9GXiyVTNUDa4iKvD3akpEgAgQASJABIgAESACRIAIEAEiQASIABEgAkSACBABInB3BIwGHfZ89xEWtmuI90d+iNEbTmLuxZO4kp8KpUKDDtXa4pOWndCrQwSOtHsWu0KGo0ARAJVChud71MKi1zuhe9MQFkWI/XhLiQgQASJABIgAEajwBEigWOGfwrITmDBhAmbPno0xY8aUPXEHR1lZWbbaVoEiD7ntwMJHBrvJkbF8LGQw4y9zfXy8JQnpcYegiihA9JVDUMpU2D43RoR2njFjhnBwGjVqlOiPu8s1aNDA1jdliEBFIMBdRL/66iu0b99eDDc6Olrs20f0xriOH0EpV+N08kF8tXcyNC4KRERECJFiixYtRL0TJ04I0SEXC3l5eYkyHkY0Ly+PuYyewKGfpqDEqIXc2R/NBn0Ei9zRVodneNhoa9hnq0DRKjxKTEyEOqwFvIcuh9TZF6aM80hf0B+G1BjRBz0QASJQ+Qh0iqwLudwISByQGhsNl7DgyjfJ+zAjNzc3cFfoVUlnYb4UD4nMh4nRS/BCl062H7zsQz7fhyHRJYgAESACRIAIEAEiQASIABEgAkSACBABIkAEiAARIAIVnkB+VirWzngRXzVnYZnfWYbRe6Pxy6UTzOQmH66OXng8qis+a9cK9TvWwZaWo/GX75MwypzEvBtH+GD+pA54on11qJW0CL/C/zHQBIgAESACRIAI2BEggaIdjIqe3bRpkxAz8XnExsbCXmh4o7mtWrUKcXFx153iLnDWZBVG8eN61QKwcnh1uCnNiLcEYwqLXKvMP4vgBu4Ibl36wbGOqgtyk7Wief/+/fH8888jOzsbjRs3FqGhrf3SnghUJAIjRoyw/f1aBYp8/PWqtMTr3b+Ei9oduaZUPPpWHdRtXlNMLSwsTAgVtVotkpOTRZk1zLNVoMgL89MuwL9oPzyc5HB090e17q/D2SdM1B8+fDi6dbsautUa4tlisYjzKSkpYq/0qwmf4Ssh96kOS0E6MhYNhO7CXnHuTh+4AysXWUZGRiIhIeFOm1N9IkAE7iGBi2fPon54aah3Z2MgXvjmw3t4tcrf9a5du/Duu+/izc3fwZc50kKihr4wC72bNBaT37x5c+WHQDMkAkSACBABIkAEiAARIAJEgAgQASJABIjAfSaQmVeMpIxCWCyl0YTu8+XpckSACNwjApeiD2L5qD5MfNgLb321E+OPHcfOxJMwmQ0I8gzHyHo9MLNLI7h3aIG1DV9CjFtX9pusTIzG1VGJ1wc2woyhzeHr7nCPRkjdEgEiQASIABEgAg+SAC09eJD0/8Nr5+bmCjGgfZc7duzAgAED7Its+ZkzZ+L1118HDx/LXdjsk71A0eqgqMtJxeyezvBTsBDPFi+8cdALMX+uwMR3XkS67xERurZr5FPY8OVfoisubPz111+xZcsWaDQa/PDDD8zxif7c7DlTvmIR4II9ni5evCicQa1hlsO8amFKz2/w2tKn4cQMEqUeGYhNO44avvURHh6Oc+fOCcEwf61xgeKpU6fABYr8NWtNns4KvDK6NR5/9Tu4MHFis4HvI3nvQnzyySfWKmJvdVDU6/Xi2F6ELHf1h88LvyDrp9Es3PMBZP7wAtx7vw/H+v3K9HGrg6VLlwoHVmudP/74AyEhIdZD2hMBIvCACSz/aBYbgYU5/fmj9/O9UK1hwwc8oop9ee7qbHV2HvTBUCyY+iPyzftRN9QPF9KqYOfOnXjuuecq9iRp9ESACBABIkAEiAARIAJEgAgQASJABIgAEXjABAqLjYhPyUdyZiGOns/AHyeviBHxMK4hfs7IKzSwcK9S1AnzRP921eDvWRpliNffcCABh86mIbdQD41Kjp7NQvBYq3CRf8DTossTASLACBh0Wuxa8gkSf1uPQwlSbExPRmLOZcFGAgmiAuuit68vajdzxfGQnliV7X4dt66Nq2BYzyg4OyivO0cFRIAIEAEiQASIQOUhQIqxSvJccrHhtaEIV65ceUOB4qVLlzBlyhQx86SkJNHO6uzGCzMzM21UlEolslMuI3HBICFOzLB44GLDd+ET/RVc/TXIDjgJhVKGK9G5eOTx5zB13xeiLXePe+2110T+448/Fo5stk4pQwQqIAFf9gXK09NTOJOe5S5m9evbZuHtHIATS3Pg39kC3+oumLVlAka2nYYaNWrYBIodO3YUAkXeyN5BkR/zUKN+Xi5I+WMejI2fgWdIXYR3Hofj8QVoU9eZVxHJKlDkrow82QsU+bFU7QyvwYuQvXoyik+uQc6q12DOS4FLuzH89C1Teno6eIh4nriouLi4uIyI8paN6SQRIAL3nMDRHbtgKE5n15HCkJiPat3a3/NrPkwXcGahsvs81RQ//VIMo/E4c1FsgF1nzzxMCGiuRIAIEAEiQASIABEgAkSACBABIkAEiAAR+M8JbDqUgK/XnIbeaL6ub14Wm3h1IX9ieiF2n0jGlGea4FxiDpZti4XRXBpNiDfmQsfFm89i3YFLGNK9FjxcWDQMg1kIGoO8nSCTSq67BhUQASJwbwhEH9iKE4vnIvFQOjZm63HgSgx7nReLiylkKrQIrs+EiRpU7RGJS+H9sexMEYzZV1/PvGKzWr54tltNhPu73ptBUq9EgAgQASJABIhAuSJAAsVy9XTc3WBKSkrw448/isYSiQT8mKe9e28c4nXy5MkwmUyiDn94++230bRpU+HAKJPJkJOTI87xvk7+dQDSdWPhiVzkwB2SvgswoGE9xCcehKLNZUiUFmRcKMD2OWexvuF6xMfHi7bchZELnHh42jFj/lkcJRrRAxEo5wSioqKwZ88e8DDP9gJF/nqKPn4WJ48a8f6ql3A28zC+2jUVwWw1J9aWhlznU7MKgblAMSYmxjZbV9fSL1/VwoOxbeV0vDDtJyQVKPHBssPQ6uujW5NgUdca4tn6+r1WoMgrSeRKePT7BPku/ij4cz7yd3zGRIpX4Pbo/yCRllrl2y5sl+GhnXk4du4mxuf23XffkUDRjg9licCDJKDXFWPDovliCGpUxexjCzDjQQ6okl47vFcntDx6AX+czwJMiWju5wN9sRYqDYUUqaRPOU3rDgnwxQx8ARR3gW7Xrh1atWr1jz1w12fehn9HqFmzJvr27ctcYG/+eeQfO6QKRIAIEAEiQASIABEgAkSACBABIlDuCcQm5eIv5np4KCYNPH8nqUhnwpsL99+ySWaeDrN+PlamjgtzXqtXzQs+bhrUDHZHvape5MZWhhAdEIF/T+Dy+Wgc+HEO8v48jgPJSmxNZwY32Qm2jr2c/dDRvzo6B5ag5rO9kFe9DxZtOo/iUwW2OjzjpFHgjacboWENnzLldEAEiAARIAJEgAhUbgIkUKwEzy93cysqKhIz4Y6H1vCvycnJzAXICIVCUWaWR44cKXO8YMEC8E2n02Hs2LHipqNEJseTvXtDvXYYHCQ6ZEj94c2c2YLCqyMp5yISPfbC0aRCTlIRtnwWA5PegpEjR8JiKV39wgVY3G2Oi5woEYHKQsAqUDx8+DBOnDgBLsRduHAhtm/fDoPBABcXF7zS8zN8v38WdseuhjYwHvUeC8L58+cFAqtAcdmyZcJF0Soo5g6KPHHn0RLzVgSZz6Bus97YcDABn688jmK9CX1as7AVzNmQh123vt5vJFDk/fB+Xbu8CplrAHI3TEfRkZ9hzk+FxxNzIFVeL7TZtGkTli9fLgQDfD48z5N9GGpRQA9EgAg8EAKrZs9jCwuKmMjYBScO7ICDL/1wc6+eiPZTX8CpAW8jW5UNB3URvnhtEiZ9/iUJqu4VcOq3whA4c+YM2rZti8jISISHh+P999/HK6+8gmnTpt10DvzzSvv27cXniQ4dOojvG/Pnz8fGjRshl9PX0JuCoxNEgAgQASJABIgAESACRIAIEIEKSqBIZ8Q3a09jy+HEm85AIZeiPhMPNov0w6VUHva5CK6OSnD3xAtX8m7YrkaQG2qFuGPv6RRwceKNUr7WYAsdzc9LmZsiDxndqrY/2tcPJLHijaBRGRG4DQIJcWdx6Oe5TJR4DKeT5PiDLVw9mcLuC5sNorVMKkfDgCh093BBvRYeiHxmGDwiO4p7W8fXnL3uCg2re2Pc4/Xg6379varrKlMBESACRIAIEAEiUKkI0J2hSvB0cnGUNVnFidbjtLQ0BAUFWQ/F3hrC2RrG1XrSKlzUSlzw1otD8bzbLsglZmQ6RaHmqMXQOLsjNu04vtj+OopNhchP0WPzx2dgKCp1YywoKF0B4+TkhMLCQnz00Ufw9/e3dk97IlDhCXC3oHnz5uGLL76wOZXy0M1Tp04Vcxs8eDCkEimea/kaXDWeWHNiERr2DUbK0WRYSixlHBR5g8DAQPAw61YHRR5Gmqf09DS8068eNCo5ft1zAfPZjzpa9uPO050jwF0UrU6l3PHwVsmp6SDIXHyRvXI8dOd349R77TDy1yx4h0Vh1qxZttDrc+fOFd289NJLaNiwIbhgkScSKAoM9EAEHiiBY/v34+zR3WIM6gJX/Bx/HP0ef/yBjqkyX1zCnN36v/8cfpy2CkXYD21GMjo1rIsGHbvizTffhLe3d2WePs2NCNyUwIQJE4Tj+vr168VCiCeeeAK9evXC008/jRo1atyw3ezZs8XnHL6Yin/W4QuYIiIisHjxYgwbNuyGbaiQCBABIkAEiAARIAJEgAgQASJABB48AX6vh99b4gvvEy+cQc7lczDlZqDEoIPMYobUzDYWyMsikYH9A1uFhhKFmkXh8oZOwuJ/SJUwSdjG92wzS1RoWtMH9SL8ERjgCzdPbzg5u7FmVWyTNZlL8OXvJ7HtSJKtjLusjXqsNvttprQeD+u8eFMMNhxIKBP62dbALmOxlODEhUyxLVwfLUSKXVmkohBPBSwGLfTaAui0hTCbDGwcCkjZb0IyhZL9vi+DXO0AV68AJnKU2vVIWSLwcBAws9f38T+3IGbjchQfj8O5FBUTJebhOBMlGv4O4cxJ+DKDjM6+oWgXYEH4453QfPB4GGXOWL33IlZ9uvO6sO41qrjh6U41WFhnv4cDJM2SCBABIkAEiAARuI4ACRSvQ1LxCtatW2cbNBcH8puER48eFWWxsbHXCRS5eJAnHoLZPqVm5mLOLwcwqZkCzeWlosfi4E6o99xsFjZWhV3nVmPZwc9gshhRw7ce2kYOhF/yz7CKm3hfarXa5u72yCOP2HdPeSJQ4Qk8+eSTIkwhD1VoTUOHDhUh06tVqyZEudbyPg1egEUvxdozC+DfUIPPNr2Kur7drKfRqFEjIeTlBVaBotVhkf/4w9OwnlFwVCuwdMtZfL/1HE7HxMLZ2Vmc4w83c1C0Vli7di0mTZqERR+9iipn5sHTkIN53SwY9stWfPrpp+AuRjyk++bNm0WTESNGiL3V0ZEEilaStCcCD4YAdzZeMetTKBUlkMtCsGTXD2C//ZKw5x4/HQE1a+B08k5EhLVh7rgH0a5mVXy7dLFwfxs+fDhefPFFVK9e/R6PgronAuWHQF5eHrZt24Zff/1ViBP5yPjnfL4Q6bfffsPkyZNvOFhen392sv+cw0WN/HMUCRRviIwKiQARIAJEgAgQASJABIgAESACD5RAYV42Phj8CFyKWRSffDXSi2XI0OmRritEtr4IOrMJBibo4yIlk8UEOXNOk7FoXHIm6lNI+ZbK8lKoRF4KJRP4KVm0HwXbDm6T4KgEULIZqsS+hJ23sDYlkMIECVvgX1JSguZlCJRg7ypgLyuTMEdE9k84I7ZkGXHM+udOiVJJCTtm59h5Cfv1zGIywmw0MPEhmJBRCqNFiuzVEixheyO7mp71Z2ACRgO7nogJxsbPxYhSNgZ5iRkK1oerTAoXlRkuaj2c3GRQBvnDhd17C6jTGFUbtoard1lji6/s1gAAQABJREFUkDLDpgMiUMEI5OflYN/qJUjdsxUFMTk4lq3AX3lZOJcex15D/BVTmtwdvdDCJwzt3KSo0ToYkU+/gBrNuyEjtxiLd5xn7qmX2XtEaaQ9axuVQobnutVE71bh4vVqLac9ESACRIAIEAEi8PARIIFiJXjOrc6HfCrcFS0/P98mUIyLiwN3eLMm7rBoMpU6HlrL+Bcv/8gO8K3RAc1PTYS/PB3mEgk+36/HZ9PnQ2fUYsnuaTgYv1U0aRzSHsPbvA0FEy3yz6X2AsVx48Zh5syZIvQbuSdaCdO+MhFYtGiRCPUZEBCAzz//XLyeZGx15ffffy/CL9vPtW+zIXhj0lQ0HxKM6LQDSLTEQ6FhP3ZY5FiyZAk6d+4sqlsFgdwdkSerQJHnB7IVZQ7MSfFr5qJ4LIn9YOLfBjh5ip0pEWHZtVotHByut8Ln4sUXXnhBhKEe/958aMxFmNpUjyg/FX55NhBfnd7PuxdiAx4Kvl69eqhVq5Yos46HBIoCBz0QgQdG4LWhLByGgv8ApEBebAJiCnOFE2v37t0f2Jgelgv/74f5+LDfWAREVmc/aMdhcLtW+GL9FvG+z0VXly9fflhQ0DyJAM6dOweLxSLCO9vj4OGeo6Oj7YvK5HlYaOviB+sJ3oa7Ud8o8Wtc6wbPb05RIgJEgAgQASJABIgAESACRIAIEIH7QyDxQgp+yHHC5fT9KCzOvT8XrQBXkTD1o5eTNwIdzyNYtRXhUhOCNAZ4V/OBc70oVG3fDTVbPQKlSlMBZkNDJAKlBE4f3InozStQeOwUriTIcKjAhKNZibiSU/Z3TzcHTzTxDkZ7FzlqtvBHSK++qN/taVzKKMahmDQs/HovziRkw8xEv9em2mEemDCgAQI8Ha89RcdEgAgQASJABIjAQ0iABIoV/EnnVvvWkM0Stgpt0KBBOHWKi5dKU0JCgjUr9vxGoX1y8gpGo8cmoItvOp6Sz2Mr14xsVZwUI5cnIl7riHGZMViw539Izb8MGVtF9nij0ehee6Cti5CQEFu+W7duwkGRF7Rq1cpWThkiUJkIcAfD5cuXiynxm/JbtmzBlClT0Lx52bWdvAJ/TU589m0s+Hk2avZzQr5DGoZ/2Z3Z3j+HqKgocEcinqzOQtYQz/YCRX6+dS1XTHnzewQ1H4Sgel0hlSsRvWkOzGwJKBci3kigyEMxZmRk8OawiphHZ/lj65RmUF05iAn1tcja+AHmf13qBjlw4NXXNQkUBTZ6IAIPlMCVxMtwZ8JituwbGksYZh39TIxn9erVD3RcD8vF+eebeUfW4sfRXyIuLxMqZS6ebt0Ci3bsQWJionCLdnSkH9Yelr+Hh32e1s8r9i7OnImLi4vts8y1jPjiB+7Wfidt/vjjD7Rv375MVwqFoswxHRABIkAEiAARIAJEgAgQASJABIjAvSOQW1yA9ITShe1SLsrTuMBX7QhfpRq+cikcYYaG/ValZlaF/NuaiS0qMzBHQgOra4BM5PXCoZC7EzKXQrGVwMjq6dmiNOPfm4G5FBpZqGgj+33bxPZl/dZK58d/W7dPFuZuyBe2le5ZG3ZsZm1L+F6cK82XsIX9cpmCbUqxV7C8QsqP5WzPNmY2oBQOj8z5ke1ZkGrWR2l/zIeRzZC5LrLrFBiKkK8rQKEun13HhIyCNLEdtxuU8txlVPszEVGL/0Bt1RsICnGGc90aqNKqA6I69YGzW6khgV0TyhKBB0Yg4dwJHFv7I/KOHkbWBR1O58lwoigfZzPiodUX2MbF/EkR6hmKxu6+aOJSgqpN/BDYpQcaPPosUnKMWLY9Fh++t52JmI22NtdmAr0c8WSH6ujcqIotGse1deiYCBABIkAEiAARePgIkECxgj/nqampthlERESAh3hu2LChrezixYu2PM8cPnxYHEvYl7HaHZ9DeN0OGKL+DY1lJ0S5smpr9J+8FpezDGgzuCreXT9CfMHzcPTF6Hb/Q1Wf2qKe9YG7yHH3OLPZLNxQeOhDnkigaCVE+8pMYOnSpdi7dy/69Olz02mOHDlSCIcbtolCw+fYDxJuOTioW4GWuS1tYdb/SaA4atQoRP+xElnpKaj76EQERLWHkv0wdOT3D4VAsUqVKmWuz0M2c0dH7o7KhZP79u0T5z/5Yi7C2Vin9QzC8CYaFB/4FqOrFWFKgiuGDBli64MEijYUlCECD4zAV69PYSFxzOx17I2QUFdMfe89cBFz06ZNH9iYHsYL9//oOXz9Ugly9DsR5O2KLvVrY8vx00Kc3rdv34cRCc35ISRgFQle68LORYjWc9dikcvl4gfoO2nDvz/whRf2KTQ01P6Q8kSACBABIkAEiAARIAJEgAgQASJwDwk4MRFiH98w1HSSwj3YBXo3J5hcXdk+CNnqMCQVOyEDGiZIdIBZooKsxMBCIjOJItsc5SY0CZagimMxDMVFMOqKWQQuvulQwsJCWwxsM+pRwr5LlrDwy2B7GFloZ3ZvCUxgyJO9/1pZeSI7YnVYJGcwlSIkzKlNwh33eRnP/30szrNyCwvPzLcSdu+qRC5jwUkUkChVMMnVMEhVyDHIhaDSJFWiRAghWZhp0X8JnFQs4pizBA76fBgy0mHJ17Nw1zKk5UpwySjDZTaP5KIcpGQnoJiJus5kJ7INWMGGJrkgQfDhFNRccRJ1lbNRzVcCl6hQ+DRrjsiOfeAXHsWnSYkI3BcCaZfjcGT9MmQe2o/8c9mIzlHieFERYrISkKdlf7R2Sa10QG2vcDR1dkIDPzP82tZH9R59Ub1ZN1xKK8DBM2mY99lepOVo7Vpdn60e6IqnWFSwFpF+JEy8Hg+VEAEiQASIABF46AmQQLGC/wnExsbaZmAN5axSqYQwia8m4y4/9un06dNwD4pCVLcX0cDLgBeUn8FTkstWqpXgkz15mDPtO0hmB6DvhPpw9lYLcWKL8G4Y2Gw8+2LmYt+VyPObj4GBgSLU4caNG7Fnzx5R3rZt2+vqUgERqGwEuFioX79+/zgtLhwe+cw4THtvCvq90wTpSMZHm8fAyVuFokyDzUHRz89P9MXDtOt0OuFI+tNPP2HlypVCAKBNOYWjq95Hgz6T4VW1CRo9/hZS0zLLXL+IfcHkokieXn75ZXDRMBc0cSGNVUyzzxiJE78ewKze3uga4YjmtUPhqboa+p0EimWQ0gERuO8EjjEXMbmFO6xKoMyW4allb933MdAFSwmoXJwxYFxnLJ1tgE6/Gy0iwtgP0rlYtmyZ7T2VWBGByk4gKChITDE5ORn2iyL4cevWrW84fe50wRcy8Tr26do+7M/x7xUeHh72RfRjdhkadEAEiAARIAJEgAgQASJABIgAEbi3BAKq+KHZuJehCW+HC+l6xCTkIF/LxIQ88R3T+tkns0TNHAfV6NYkGM/3qAVXR5X96XKb585vK3fH4fc/L0Jv5J6J1yQuhFQCHjVViKjizjY3tAhwgSU7DrlxR3Hl+F/QXqqK7CwVzuYb2JaJixnnkcNcFhPyUsS2mXfJ/EO8TqagxoYLqPPhSkQ4m+FdwxOu9WojsH5ThDZsAw+/UF6TEhH4VwR4tK2YA1sRt3sjCk6dRvZFLc7lyxFdrGMC2iRksr9N+yRjbqLhXmGo4+KJBg7MJbGmBn4d2qP2o4PgFVgVJy5kYnt0Kt7/aDvSc4vtm16XD/Jmosbq3mhWyxeNapBr6HWAqIAIEAEiQASIABGwESCBog1FxcxcunTJNvA2bdrY8tzNRK/XIz093VZWpDMiVuuPZgNn4DHFVvSUb2Vm+yWIZ26JY35LR1xRCer9OQPtxoaLNvp8Cyb3+wx1gq4PXWvrlGV4GMTLly9j/PjxbNGbEQMGDECtWrXsq1CeCDz0BGrWrInCTD3OrShGx5eri7Dpj7xRG3/MvSQExRwQD5WoVquFOJGHeeavrY8//liwmzp1KrgI+MCBAziyYjoaPj4VXqH18dPBQrRpZ4SjujQEIq/HQ7uHMsehGTNmgIcgzcnJAb/pb02NGjXCRx9tQwKz4186OBjubN1r+vy+8HxyDlShzeDu7i6qWkM6WtvRnggQgXtPwMT+H/197hwmTWS/g0qrwaExhRG+99RvfYWARrXQvUsC1m0pgslwGL2bNsDGM2du3YjOEoFKRKBq1argiyi2b98unJn51DIzM3Hy5Em88cYbN50pFy/yNpMnT7bV2bFjB+y/s9hOUIYIEAEiQASIABEgAkSACBABIkAEHjiBbIsLViWGAYmXbzkWKQvx7OvugEZMlNSViROrB7ndsn55O+mkUWBI91ro3SoMv+yKw67jycgt1F83zOwCPfafSRXb1ZOhzJGRbdWB0DbO6OyvRfPTO2CJ9YApS4bYHDNiCvNwPusyUrMvIbMoS2ylMY4AhzOOCNmVjBDNXoQrPkcVJg7z8ZXBIdQfDoEBcA0OhUdwVbbVgDfblCrN1UtTjgj8TaAgNx3HN69A8sG90MZcRFKyBGd0YH97+biYkyRCk9vD4iHbgz1CUJuFHa/vIEf1YMC7ZQOEteuO6s27sUh5cuQXGbDprwRs+nE7cwi9tVMiW5eKqFBPjO9fD4FeTvaXojwRIAJEgAgQASJABG5K4Kpi5aZV6ER5JhAfH28bXsuWLW15jUYjBIq5zOWHp3OJOfhw2RF4evphmHwuqskuifKioLZ4Y/NJ6Krp0feJEOy/sJm54pfgzLYUyJP8UWfcrcWJvJPgYPZJliUuTuROKV9//bU4pgciQASuErC6IyZdSMXrPbZgxu8jAPcUdBhfDUk5FxHkXioM9vHxEYJfLlDkwsJjx46Bu6KOHTsWR44cER1mJ57GX8vfQuMnpjE3RicMnfEbsg8vwbixozF79mxRZ/78+UKcyA/sxYn8uHHjxnyHs9kSqAcugWL/RzCmnEbG4sFw7fIqXBsMEud5WMbCwkIROl4U0AMRIAL3nMDiDz9m4kT2a5LEEWlnT2HyD5vu+TXpAv9MoP4z3ZF2MQOHzufCbIxDl4hwZKelwsPX758bUw0iUMEJcDfEV155RSx8aNCgAbhg8dVXXxX7xx57zDa7unXrCmfR6dOni7KJEyeCh23+7LPP0KdPHyxevBhnz57F8uXLbW0oQwSIABEgAkSACBABIkAEiAARIAIVg4CShX9uyhzS2tULRNOavlAqrrFTrBjTKDNKd2c1RvaqjRGPRuHClTzsPZ2CDQcSrrpGlql9/cGl1AJcSuXl7cCUXmwDVOZc1Cs6jkdy3eCQXQuXsySIKdLhXC5zVsy8AK2BhdhNP48Yu+4k7NdANycveGhc4aFyhJdKDW8WntpHVgJPtQVuzia4+jpB6ecDJxblwCU4DB4h1eETFgl3v9L7c3bdUbYSErh0+iDO7FiNHHa/KC82A+ezlUyQaGQuiZlIyk2C2XI1QhafvlymQBX3YES4eKEOE+RGBJjh2ywKwe26oGabXmWErwaTGb/uOo+fd5yHVl+2H3uUVXycEOrrjBrMVbR3q3Ao2HsCJSJABIgAESACRIAI3AkBEijeCa1yWPfiReYR/3eyCgX5IXdi4+JErVaL3/64gEUbzqAhjuIZxS9wkOqRr7MgdDBzaAqKRC39aNRwKrXer+JeDfMmrkLGxQJ06xZh7fqWe+7yxhO/efndd99dF5rtlo3pJBF4SAhYBYrc1dRF7Y5OXkMwb+8U5oLohI82jcErXT9HiGeEcCjijqRcoLh161ZBh9/U5yEPvb29xTF3SM1LPY9Dy6ei1TMfIh8aFPp0QL8BT4GHdn/22WfRtWvXm5J99NFHMWzYMFGner0WKIlcjpx1b0F7fBXytnwETeIxeLD3hGy2apS/j/AQ1ZSIABG49wRiT51CUvQhcSFHfQAaTx1gc1i991enK/wTgW5vD0bMU4nIk+VDweThS6ZPxaiZn0ND75H/hI7OVwICXGyo0+kwevRo5OfnCxfETZs2gX8msSb+ncDT09N6iKZNm2LFihV4++238c4774C7SW/YsAE1atSw1aEMESACRIAIEAEiQASIABEgAkSACJRPAl6uatQN90KYv0upW2KEDxxUlfOWIr+3VS3QTWxPd4pAbFIOM/3IRazYcv7RTc7+GdTL3HDepb3YwLSDUosBAbpTaJJ/Dt6ZvshJL8FFrRSXDHokFrK+866gsDgXOYUZYrtg35ldngvO3Bw84KVxYQJGB/iw7+N+TCPqKzciyF8O93pMsNioKaq17AZfJlykVHEJ6IsLcXzbb7i8fye00bFIuWzE2SIpzrD7vXG5V5DDXDmvTc4aN1T1qIJaTq6IZKabIexvz6NRFAKbtkGNVj3h4HzV5TQ7X4c/D19EHBPlZrF8fEo+C09+vYMod0qNCvFA80g/tvkigJwSr8VOx0SACBABIkAEiMAdEqic3ybuEEJFrp6SkiKGL2OrqewTvzmYkp6Nmj0mYOm6o3hW8Stayg6LKocuF+PDQ1JMfjIZG1d/BLOTGUadGUdXXcZrs7/FjPjvRT03t6sfWO37vjbPnRulUinGjRt3S1HUte3omAg8TAS4MyL/oYM7jWZlZaG4wIDNM6PRb1ozwCcfMzePw6Qun4HX42nXrl1YuHChyA8dOlTsrQJFLhjk7ooF6fHY+/3raPLUDLgFRKDxgGm4tPNL4VQkGtzkgYeRXrBgge2sRKGGR9+PoQxqiNyNM1AcswVrhvpj6E8stAUTKAaxVZmUiAARuPcEvps+Ayq5hYXUCMKFzFN4td8n9/6idIU7ItB8TFvsnqOCTqZFXnY6vpg4FkP/9yF8WPjbm6Vz585h1KhRGD9+PHr37n2zalROBMo1Af4ZZsqUKWK72UDXrl173Sm+yIJvlIgAESACRIAIEAEiQASIABEgAkSg/BPw83DAzJGt4OOmgS/LP4yJu8Lx0LV8syYe+vZyegF0BhMMJguMbOOirj0nr7AwzkXid/8QH2dk5BUzsaHR2kzsLVIlkhwaiQ1//3zkZExFTd0FtNZehle+HyRZWuTkAVkGKdLNEmTwewiGYmTrCpGjzUUBEzCazEZkFqSJrcwF+AGzY/Q9nIJqK8+iluYXRDiZ4FZFA21QOKRVG8I7qi2cXd2gkEmhYSLTUD8XqJUyKOUy8HDXXIhG6cERSIw9iVNMkJh9/AiKY6/gYroc0XoLzhbk4BIL12w0lRUPSli45kD3Kqjm6svEiGrUcDMhoKY7vFjkrNCWneFRtTFzATUywSszoGDCw20ns1k+RYQxT0wvxJmEbJSU3Hy+PHx7j6bBInw7dxmlRASIABEgAkSACBCB/4oACRT/K5IPqJ/MzExxZaVSWWYEAaG14NRoOCI9LRih/AQ+kkywyM34fHc2fsmyoOPoOlh3colo46eohtmTlqMo24D4i/Hsg2npJ1N7B5QynV9z0LNnT2RnZ8PV1fWaM3RIBIiAlQB3GOKvKf6a5e6IeXl5MBSbUbjXDfVGhSA27QQ+3ToRPmxVKk88HCJ/LXbv3t0m/LWKF3nIZ2sqyLiEi1s/R53eU4RIsevIOVA5OFtP39HeqclAKAOikPXzGIQgBWtfCEJRDAsvW7v2HfVDlR9OAlxQm5iYiGnTpokf5R5OCnc3a71ejwUfz2LiRB3rQAZpqhZfbL1e6HN3vVOr/5JAs9at0K97L4zvOwNa8x7o8rPxyfgX8d73P0Nu5yRnf82+ffsiJiYG+/btA3e+DgwMtD9NeSJABIgAESACRIAIEAEiQASIABEgAkSACJQLAs4OStQJvyrMKxeDKgeDcHFUonZYWS481PWQ7rWYYNHMAjRLRLhbk9mCY+czkJ5bDDPLm9hNOV6WnFHIXBlzmcixkEVAKkGhwk9sie5toA6ToYiJGvn9O5lFC1djCqob09BInwlnXQ6cigug1upQlA/kapl4kYkYU9k1M4wGZDIBY0ZhJrKZcDEt/4rY9v7NS3VSjVCPFNRwjEaU6keEeJmg9fdBimsIkp0ikaMMFTXZekQ4qhWQMZGilB3w0N0eLip4uWjE3tOFmRuwzctVA57nAsdCrUHMUc4Ejw5qOVSsjfnvuZrNJULwyJm5so33TekqAYOuGMd2rUbCvh0ojo5B5mUdYvOZILG4GOdz05BeIGKGX23AchqlE8I8QxDh7IEotRQh/mZ41w+Hf9OWCG/xCOJyFNh9Ihlr4rOQ+3MO+5vbUqb97R64s6hag7vWRLcmwSRavV1oVI8IEAEiQASIABG4IwIkULwjXOWvMhc58eTgcHU122n2IbSkWl88Ij+Mp+S/QS6xAM5+eHrhKUjb+qBrS+7QZoG7gw+eaT4B2kQZPsheKvqJj48Xe/7g5VUqlLIV3CJD4sRbwKFTROBvAjzMMxcopqamCoEiL3ZxcsOEzp8IceL59JOQ1tXB1V+DvJRiIWhctGiRjZ/VQZE7ltqnmf97HY1adcTkBfuQXmjElIX78d6wFnf15V8ZWBc+o9Zg4ystUN/bBIfTXyPHUYvNueFY+sMyzJ49GzNnzhQiGx6ice7cuSRGs38yHtL8kSNHMHLkSBFiPDIyUjhvcqc4a2jzhxTLbU3bYDCgTmQtPNWoPvvhB1BLaqDdpPawFyLfVkdU6b4Q4C5yVRvWxqL17+P5XlNRbNgODYxYPut9DHxtKnO/LOtovXz5ciFO5IMTz3WdOujSpQt++OGHMqFx78vg6SJEgAgQASJABIgAESACRIAIEAEiQASIABEgAv8pAe5CaE1csNekpq/18Lo9NyTQ6kxgekbmYCgXokBeiYv7spj7IndgzMjVIZPteeLivpwCnQjDm89C8SYxgWN2ejLcDMkINqTBlYkY3ZhAUcUEkAlZMpzRGXG+IBuXsi9DbyzGufQ4nGP9WJdBezl5M9e9JNTUHEF7jQmugRpkeAXgiksNpGgioZe5iOum5WjZPkfk/+0Dd230Yo6ctYLdhciTu3PKZBIhdKwa4ArOzD4lZxYir9AghJLBvk7C5VGrZ+JKNjdXR5UQgtrXL895bWEBYg7tQOKJA8g7dwaGuDQkpisQzSLanSvIxUX2PBUbiq6bgrdrAKq7BaKWoyNzw7QgsCqbd61I5PvWxQVUx9EiM2tnQvFpxuXwCRiZCPZukhsTJAZ4OgrhaY0qbujZPFQ8L3fTF7UhAkSACBABIkAEiMDtECCB4u1QKsd1tFr+RYHpD51LHdN2HU/GJ78cQV/FZnSX7ywdeXgHTNx+CX7PV4WLr0as0PI2VMeMQfOgVjjgXDH/ilKa3nvvPWsW1apVs+UpQwSIwL8nwMVap0+fFgJFHjqZJy7uVSk0GN95Fj5mYZ4vZZ1F99eisOH9U5g/bz78/f1tF7YKFE0m9iMGS1wo069fPwwYMEAcfziiJSZ/sw/nEnNLRYovMJEiC9Fwp0nm4I45cVVQJ+YIXm7rgaKDS+F4xYATe1PQpEkTIT7jfW7fvh1jxoxBVFTUnV6C6lcyAi+//LIQJ/JpDRo0iK0QNuPQoUP49ttvK9lM//vpDB8+HM2CQpg40QSJ1B2FV2LR4pGP/vsLUY//GYF58+ahDhMartj8Kfr3mAidbiviThwRIsUnJ062OSkWs5XP/Pm1Tzk5Ofjll18wYsQIdOrUyf4U5YkAESACRIAIEAEiQASIABEgAkSACBABIkAEKjEB/nv+jX6v5+6FPiysLt/+KRUw90LuxhjL7gGk52pFuOk8FnLakJ6JkEsH0CT3LLyzfZGfBsQWSnFOW4QLuSlIy0tCZmGG2A78fRH5GQVC3YJQ3fkiIpRbEerMhIH+Lsh080Oacygy1GHIl7P7E5KrIsx/Gt+157l4LiWrSGw7jiWVOe3I3BfD/V3h5swEeEyoeD45lwn4Cm11eOhpXqeAhSu2Jn7MhXXurA3fi/zfe94PdwF05efZxt0e/ynlsjDI5xJzRMhj7hTpz0Kb87IM5oLJY83x6wSz8N3XCimt/eZmpCDh7FGkxp3Bldg46NNTIcvKhTYbSM6VIsFgxuViLRILMnElN5Fdp6yYUCFXIcQjBDVcvFm4ZiXCvNhz6eeEy5y/W31Eu4diT34xTIVsNALN3QlHOV9XJ6Vww6xZxR1t6gawMOYeZD5hfSJpTwSIABEgAkSACNwXAv/86ey+DIMucrcEuBsPTzx07NbDlzFn5WEMlf+IJrITIjzszJ3ZMCkKoGlbCJlcg8IsPXZ9dQ7zZ70qxInWtqIT9nDlyhVrFgEBAbY8ZYgAEfj3BHx9S1dP2jsourm5iY41SkdM7PoZpv02FHBLQf8ZzdC+W6syF7UKFHU6HgYWQpi4bNkyWx3+ZZ6LFN/4Zr8QKb757X68f4cixc8//xy7du3Cudjz2JKQg6aPDkG97HVoEKDEllFBeHVtBjYybaW7uzu40IYLLkmgaHsKHsrMX3/9hb1798KRreg0Go3CJY6D4H/nlG5NgLPbsWEdXuhU+lp3M/hi6OrZt25EZx84gdos7D13Cj1y5gycdsxHt44joNdtw/ljf+GH96fh6dffglKtxjvvvIPCwtIfVbnjbGxsrG3sixcvJoGijQZliAARIAJEgAgQASJABIgAESACRIAIEAEiQARuhwAPw92oho/Yrq/fHcXMbdAqzEuLP4O4vZuQfHA/smMyEJ8pw9liE84XMpfFrEusbiHisuLZBmz8uzOVXI0qrr4Ic4pDFaUS1aRmeDoY4eShhN7FBUVqJ+iZ4YKe3W/Uyx2gkznAIHOEQcpijPBNomZ7VibRoER6a/OEIuYmeYpFhLtZ4uGw7cWJvB5vw7fkzOudB6/th4ee5mGmZUycx7SOQozHNKLcwBI6JhwsYq6MvC/7JLMUw9GcBSdTNhyMuWzLg6OxgG1F0Oi1ULAFyYYiC2vHhJN6GbKNUqSbjMhk92oz9UXI1hUgi7lacgfLGyV3Ry9Ucw9ETUcn5pDIbgX5srDdzMUyiblYxmhq4zRjWCYJN8syJTc84ALExhE+CGUCUy7OtBdx8uMbCWNv2BEVEgEiQASIABEgAkTgHhIggeI9hHs/urY6qfnUbI+vV+zDROVC9oXhEkrYiqZxa1KQ3yYAIUGJkIGt1DmchT8XxUEp05S5Ke7h4VFmqHwVF7ea52ITSkSACPx3BKzhbrlwKyUlRXRsHx7dSeWCt/sswAcbRoOZ/QtHxck9voKbQ2m4datAsaio9Ms3F75cG06UixQ/GNFCiBT5Kso7ESn+/vvvmDBhQpkJ/++7LchLisdX/f3RIFCJbwb44UCuN3bqovDVN98KgeKTTz5Zpg0dVG4CFosZ2vx8OLm5i4keP35c7Fu3bg0uwpozZ444trqEVm4a/252ffv0waDWbVgnFrYKtyqeGPs4nJmrKqXyT4CHNecuso8++iiUOxeiY4cRzElxGy7FnMLi6VMweOp0fPrpp2IiUha7mzuKclF3RESEEPEePny4/E+SRkgEiAARIAJEgAgQASJABIgAESACRIAIEAEiUKEIWMWJfNC+YZFiwzOlUzDoi3Hhr+24uHc7Mlho4IxkGQsJzZwWmcvipfwM4fCnN+mYYDFBbNdO3FHlDFeNKzQKNRyY85+DXMk2BRykMqiYQE7N7i268PDVrKFaUgK11AKFtITdkzRDJTcxl0QTVMwlUOKogU6lhk6pRjGL8qZTOLK9M7RyFxTL3VAsc4NW6vaPAsdrx3ftsd5oRlZ2thAcOnLBoSkXjoY8Jjpkpi5MTKgxaKHSMXfCAi2KiyQo1EuRb5Ijm90fzTaXIJ5FCcozGpBv1DExopZthULUWSK8Fa+9WtljmVQOH2cfBDl5IFjtgFClFKHuJpj93XHFLQSJzrWxRxlWttFtHAX7OCHEzwUOzB1SrZQJMWqQtxOaR/qJkOC30QVVIQJEgAgQASJABIjAAyNAAsUHhv7fX9hisQghYXCDR6AJaIRJynkIliZDonZBbttJsEg/RkiwI0xGCw4ti4ci0xuGYjOGjnoGLmylkzXxG+dc5MRDcvLEw0Xnc/GJk5O1Cu2JABH4DwhYBYobN25ETEyM6LFp06ZlenbRuOO1HnPw4cYxSC9ItokUndVusAoUra/VrKwbry68G5Ei72vUqFFiLHK5HFbxc3R0tCg7V2MM2jSQoeDP+WjuloFI2Uns8FEKgWKZCdzlAQ9Tzd3keEhgCnt6lxDvU7NNS75FzKF9ePq1t+AfVhWnTp0SV+Yhbz/++GN06NBBhB7nYixKNyewYMEC1PD0Yj8isbAebGVxPW9/+LdudvMGdKZcEVAzh8SePXuKMW29fByd1ZfggG7Q6rfiSvx5fDlxLLycHZGWm49JkyaBi9H55u/vj4SEBCQnJ5er+dBgiAARIAJEgAgQASJABIgAESACRIAIEAEiQAQqNwGlSoNarR8Vm3WmWSnxOLt7PZIPH0B+bCAyM1W4xAKCxDPRYqquEJnFechhjoDFhkIU6QvEZm17t3upRMoEdk5wYlGlHJUaODHBozMTO7qw+xLO7F6lpxQIZwJHZ4UFDkozHDQlcHBjskcnFsGHzcEkY/cvSiRsAwwWtmc/r8rNBiY6LGaCQy3MTHCoL9ChqLgEeSYFckqkyGF1LrNw03kmExMc6tlWzASHRey3vCImN+TBnG8/SZgHo4aN35ltripHeKod4aVUwYeJNX3kJfDU6ODkqUKeuycynfyR4xSGRKeaSFE5iBDL3q4ahBhMiNIohNMhd3O8kJyHxIwCuDCHzFohHiz0NRNrsvL8Ij0c1ArUZuGYa4d7MkdI1e0PlGoSASJABIgAESACRKCcESCBYjl7Qu5kONydKrhhTzTpPIg5J3Jx4hVInbxQ2Hs6Fh6dA08mTtTmGbD9i7NwKvHC+ctnRPdjxoy57jJclMj7a9iwIc6dOyfOk4PidZiogAj8KwJWgaJV9DdkyBAh5rq2U3cHb7zabbZwUkzJS8AX218Tx1wQw1+rBQVsWSNLNxMo8nPWcM+Tv9kH4aS4kIV7Htbiplb+/H0hLS0NPHRpvXr18OOPP/JuRGrWrBkmTHpFCJnVVVsh+7dJcClIx9phgfj6WKk4jbs58vFxceOdpu+++w4rV64Uzbp27YpNmzahS5cud9oN1b8PBPTFWlyKPomCnGwsmjYZ/ce9ipMnT4or161bV+zDw8PFngSKN39CilkokDdffQUvduvAKlngjBro+tYLN29AZ8otAesCj60XjuKbqU9i5WIptLqdKMrLxvAubbHp2GnMmDHDNn7+HssFivw9c926deDOo25ubrbzlCECRIAIEAEiQASIABEgAkSACBABIkAEiAARIAL3i4CnfxhaPTUW4NvfKS8jCXGHdiLt3GnkX2ahoJMzoMuVITffiMJiFt6YeZ0UMQOVIib4K2LGJ1oWcUfPjvViz/KszGA2MfGgEQYW/tjAxINiY06EJpa3lFhQqMsXm/Wat7Pn4acdmShQzgSKUubWKGVCQRkTO0qYCQu/Dnc41LLtbgWHTsz8hYsOnZlo0kWhgisTHLrJZXBj8aFd5RY4sYXmjkwsyXSGMGlUMDk6w+zsBr2zN5TeIagSEYVmTRuxOkrmGCmDQiGFku0pEQEiQASIABEgAkSACJQSuHMlCZErNwTW/XkOTToNxCvKrxAkTWHiRG8kdnsZiw5+CCP7kJ+bVIwtn0Wjc5seOHbsGLjj4uDBg4UA6dpJ1KpVC/v37wcXmBw9elQIkTw9Pa+tRsdEgAj8CwJWgSLvIjQ0FLNnz75pb15Ofnil2+d4f8MoXMyIxte73sZLHT8QLopWgWI2C09wqxTGVtl9OKIlhEgxKReTvtqFxh4paN+mJapVq2ZrumbNGvz8889CXLhkyRKbOHHo0KEYO3Ys+PuDNZS0OrwFfEevQ+rPE6BO2IvxTYA9b7XFE18eRr2mbbB582Zbv7eT2bVrFyZOnCiq8vccLrrcs2cPCRRvB94DqKPSOGDo/2Zixecf4cLJY1g+6z1I8zLFSLiDIk/u7qWhn+80xDN37t29ezceeeQR29+b6LASPowfPx6PN2sBicQCqcwPXTvWhYr+z62Qz7SDg4MQjV+4cAFh7RpikJMaK2ZLkGdmwl1TPHo2qoM1875ArxFjoWZ1e/TogfXr1wsH7F69eiEqKgo8XLRKRaufK+QfAA2aCBABIkAEiAARIAJEgAgQASJABIgAESAClYyAq3cQGvUcDJQGD7ludvriQhRmp6Mol205TLyYnwuDthBG5rqoLyqAgS3M5XlDETtmZgvGIuZqqNOjxCCBRSdBMdu0OiZy1AOFRiCf3bvMZ6LGfCZqLDAyoaFJjyJD8d/b32GVmaiRh5/m2+0kBxaO2lHjBie1MxMcOjI3RjXcFMylkTk0urNw1K7s7rgzExw6qZlDo2MJ5E6Awt0FTn5+cPLxg7NfIJxZxBsX3yrw8A+F2vFqVLrbuT7VIQJEgAgQASJABIgAEbieAAkUr2dSIUoOn0vD7/sSMUm1QIgTzWp3xHUage+PfilWB9Wv0hpzPliJomyDCCN4+fJlBAcHY86cOTecn5eXlyhfvHix2E+YMKFMGOgbNqJCIkAE7ogAD+3JEw+rvnTpUuGGeKsO/F1D8HKnmSLM84mkvfj+wCwEBQXh4sWLohkXgHHhMe/vRunMmTOYOXMmXhw9CV9tSkJCejFOnsjA6NH18c28OXj++edFs7lz54o9FwpyF1Xu6sWTQqFAgwYNRN7+QebogcChSzC+cxBeaqZCuPwK1g7xwcu//wmtVgsu2LmdxMWMPEQqD1ndqlUrcPfEd955B1euXLmd5lTnARHgIqunX38bG7+bj8PbNqFtRDgLZaFEtaqlzolWNzidTge+cWfN20l9+vTBzp078f777+ONN964nSYVts7B7dvQp3EUG78UVWT+qP18/wo7l4d94N7e3kKgmJGRIVAENIrE0Pfc8c3L2dA5B8Ko24foA3/iysU4PDHhdfTt21cIv63cuKPuiy++KMLbW8toX34IlFhK2Cp8SfkZEI2ECBABIkAEiAARIAJEgAgQASJABIgAESACD5iASuMEVaATPANLfw/+N8MxsJDMuemJyEtPRm5aEvJTr0CblYFitumysmHKL0CJFux3ZikTNvLNDCML12xhYZvN7LdVCwv1XMKcG5XSEiZIlLN7EzImJlRAwsSHSqZCdPL1hFtQMBMaBsDZJwCufsFw9wuBxsn13wyb2hIBIkAEiAARIAJEgAjcBQESKN4FtAfdJCYhG+9/fxAj5EsQIk1CZpEJsW0HYNPJhWJo7SP64Jnmk7A66DDiYi/i8OHDQsDEndFcXW/8odveLZG7YL377rsPepp0fSJQ6QhERkZi2rRpwj2xTZs2tzW/aj51MKrddHy5cwp2x65BSFsWCnRPaVMuTuRhdO1fv9ZOuTCsf//+iImJAXemc/UNR6a8Hlz9q6PJE9OxZv1mIVBMTU3F9u3bRbORI0eKvVVg9k8OeNGSWnjs2z2Y/2QgQt3k+OkZP1xcMRVRz8yEhIVZuFXi4U1HjBghxIlPPvkkeJhn7uLIEwkUb0WufJzjjpqPDnsR6bn5uHRoL+qFBmHp9DcxYPzr8AoMEg6IXHjK/z6twtwbjTwvLw9t27YV/0cdP35cVPn0008rtUBRy/72H63Pw2GboZJFoPcrT4gwJDfiQ2XlnwB3o+WicR6225qcg/zx1po38Xq7F6EKfZytIN+EnPRULJz6Kro9N8xazbbn738LFy5kjpokhLNBKQcZg86E3785gbBITzTpHFoORkRDIAJEgAgQASJABIgAESACRIAIEAEiQASIQOUioFQ7wCc4QmyVa2Y0GyJABIgAESACRIAIEIFrCdzYduvaWnR8XwkYDIabXi8hrQBvf3cAA/EjasvOMYtzCyanSrApcbVo06P2IDzb4lVIJVIh+GnXrp0of+WVV9C+ffub9mt1UOQhBn/88UcKNXhTUnSCCNw9AS4+4Q6Bzz333B110iC4LZ5pVhoGWV41F9Va+0CpVIo+eEjkG6W3335biBP5udWrV2Px15/gr5/fghwmIVLMcW+NwmKjEAVyIVmLFi0QHl664vF2Q/S+99576PHMSwiftA37stwgYy5TbhfXIH3hABgzS10ebzQ2XsYd8rizK78mF+doNBoEBASI6snJyTdrRuXljECmhbmB7trP/qokSE+6jG+mTMSxnVtxuyLX6dOn4+TJk7CKE/n0MjMzcfDgwXI20/9uON998CELp25mokRn1PJygUdd7qRIqaISaNasmRg6fx/lonGeuEC82GTCtO2z4aw9BQdNb0gV4UyQbcKGRV/j6XbNoZTLhUstr19SUoKEhASepfQACSxfvhx846kwT49ln/yF+DNZ+HPtBWgLbv7Z/AEOmS5NBIgAESACRIAIEAEiQASIABEgAkSACBABIkAEiAARIAJEgAgQASJABCoEARIolrOniQt+HB0dsX79+utGlpFbjKnf7kdX4+9oITsCM7sP/kauDAGdS0U9/RqOwIDGL9ra8ZDOPFwmDx/44Ycf2spvlOEOVjwM56xZs8AdFCkRASJQvgh0qNkXj9YtFTa2GlIVQXXdxQCzs7OvG+j+/fvxySefiHL+PmAVzTw/sDc+GN6cuXnlQeMRjFe+2oW5Xy8Q9Z5++mlbP1an1X9yUGzatKl4zwgIDkesXx+MXpmKAoMExiunkPZVLxQeWCKEN7aO/87w8X311Vfi6JtvvhHiRH5gFSiSg+LfoCrArnbt2mjXoyfCOvRA1br1YdTrseabL9G/aT14ODkKB8WbTePs2bP48ssvxWke3ts+VPnUqVNv1qxCl6ddvoSMC6fEHBwNwej57rgKPR8aPESYeisH7qTI07p166xF6Dh1CAY84Q9PSR0o1K1ZuRTV/bwxpmcn/L58ma2efRtbIWXuCwEuEH3ppZcwcOBADBo0CHFnEvH9zINISyyAg7MST01sLPb3ZTB0ESJABIgAESACRIAIEAEiQASIABEgAkSACBABIkAEiAARIAJEgAgQASJQCQmQQLEcPancTYyHVjYx151t27aVGRl3Opu66ACiCrejh3wHStjZt3VquDXzEQKgQc0m2MRL9g25YxsPK/tPYQN79eolwhOOHTvWvjnliQARKEcEuAg5WFUHUpkErYaFwjPUEdc6KPIwo0OGDBGiRL6fPXu2mEH16tXxwQcfoHa1AKTtWyBEignpxfBq8jxCq0aUcXW8Xfc7ezRNmjTBujNF6PBlPHbFaVn0Wj1yN85A5tIhMOen2lfFmDFjxPief/55dOrUyXbOKlDkc9IzoRul8k/gkUcewZIlS/DCyFEYNHkauj4zFArmxOvn4ojR3dshevc2GK55Lk1FRYhfvBivTJgAo9GIxx57DHPnzrUJafms+f+Bq1atKv8AbnOE3FGPi6CWf8yFwyWQyUPx5+HfoXB2vs0eqFp5JdC4cWPb0KyLS7iDrTXxz2Ch3dpg6KzHUF2lhMqxr3DPdFErcXjlj2haPUxU3b17t7UJ7e8zgQULFtjE0gGe1fH7vDPIz9LB3ccBg19rCv8Q1/s8IrocESACRIAIEAEiQASIABEgAkSACBABIkAEiAARIAJEgAgQASJABIgAEahcBEigWI6ezzfffFOEBeRDOnHihG1kBpMZ/1tyCKr04xioWAUeQHBt7eaQRbkyQUcJon/LRqda/W31KUMEiEDlJdAnciSSTuVArpKhy4RIJP0dSpmHF+WJv4/ExsYiKCgIn3/+OXr37o0NGzZg165dcHBwEHVqVw/AoZ+mQF+UK8I9txsyCxK5WpzjD3cjULSKdNIKzRi8LAXbimtDolBDf3EvUuc+Au3JtaL/mJgYHDt2TISo5o6t9snDw0M4ufKylJQU+1OUrwAEuANiy0f74MWPv0SOwQy5TIbkE4cxe9xwHNq8HmYmvucpjrkmxs76BH3iLqCei4tw+zxz5ow4FxgYCBlrxxN3MuPC/YqeuBCXv/aWsNdjTgYP46uA/EoRrviQOLGiP7d8/Pzv1boIZM+ePUhKSgJ/n+OpZs2aYs8fND7eGPD1y+hUTwEnZXcR8tliMaNHw9oY0LIRzjNHUUr3nwB3Cp4yZYq4cGTVJhjW8wOYjRIEhLniGSZOdPMu/X/z/o+MrkgEiAARIAJEgAgQASJABIgAESACRIAIEAEiQASIABEgAkSACBABIkAEKg8BEiiWk+eSu4WtXLnSNhou4OGJOy7N+vkYkuLjMFq1BBImT1xTPRKHi+JhMZdgz/zzcNYG2tpRhggQgcpNICQ4FDvnnkPmpUJoXBQ4ZlqLAU/3hZeXlwib/MUXXwgACxcuhDVUc48ePWzhk/nJBg0aoDArEX8tnwqpRY+0AgveWLAPBVqDaHs3AkVPT0907twZcrlc9LHyjAk+o9dBGVgPJbp8ZP86AVkrXsb635aL87wuFyRem6wuihTm+VoyFefY3ccXKXJHrNh3GFK1BoV5udjw3XzMmTAKBzasgaZWLWiZqKsKc1r8sEowjCtW4uzJk2KCHTp0EMJafsDdQLm7ojVEecUhcHWkR48exWLmFqlRKhB/YI84oZbWxLx9yzBgwICrFSlXoQmo1aUCbx62nIcKtibr+7H1mAsZm457GoNfqgd/VIdC04adkiKySgA6hgcg+cJ5UTUtLQ2FhYXWZrS/hwQ+/fRTZGZmol3zR/Bs1+lQqxyRp0/CUxNYWGcn5T28MnVNBIgAESACRIAIEAEiQASIABEgAkSACBABIkAEiAARIAJEgAgQASJABB4eAiRQLCfP9b59+8qENOWOLly0uGBdNPafTMAY1XdwQCF+Da6Co6YsplyUYNe8c4g/lInWrVuXk1nQMIgAEbjXBNzd3aFWOGDrZzEoyNDBICuCrtoFJi7MF6GTuah5+PDh6Nat202H0qpVK3HO20WOWaPbwNVRibjkPLy5cL8QKVoFivw9iIemvd20ZcsWbNy4UVSPi4uDwjMU3sN+gUuH8UyDI0Px6fXokr8MbcM16Nev3w27JYHiDbFUuEL+d3omkblghkeh5wuj4fx/9s4CTqtqa+PPdDLU0N3d3SkhioASohcsFFQuoKKg2KCIV1FExAAUBEFJAWkFAWmQku4aOoZhGCbOt5/N3ec77zvvDIMXmVqL33Bqn/qf/e5Ye+21sufApbNnsHDiN5g8czLm5M6KRdFRyugeODp5MorPnIXKwSFgONznn38erVq10u9Mb8Lr1q1Ld+9vHpgGlpSu6jfn5RWvQvuG4/CWFTgRewN9+vQxyWSZzgkYY+tDhw5h9uzZ+m3ClHdQk4/dXy93jcp4fOxjqJwtSIV87qDyRRjCggLwzesD0bVVc+TNmxc1atRwP0227zABeh4eP348Cucpj3ur/xtI8FF14Z+Ysmwo/PxvenK9w7eUywkBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAiBTElADBTTyGdftmxZoicZN2cjZq06iJ5+P6KA13H8mC8XtvvcgK+3H66sDcWRTRf0OXXq1El0ruwQAkIg4xIoVKgQrl+JxeKP/sL1yFjkKp4FzfqUUQZQQJEiRXTI3OTenkbNNCRkONJyxfPig2cauBgpwicADNdLobF0SoXewUqXLq2T01CHnu+8lGFiWNPnkbvXDMSF5kfOQAuTH82Pe7PuRcKNa4kuLQaKiZCkyx00UKQw/9S6py3+/emXuO+pZ5GrYGHcuB6NojmzIkvNCjh0TyNcK1wAWW7cwPCiRVFJeTKjTJ061fbGyXyaHoWGTydOnECFQgVQOFeoegVvhESFY/yeP/Diiy8iNJT7RDICAZa7FHr9NDJixAiz6nHpGxKC+0c+D5/o9Qj1aaFCPpeApcrMcjlC0aVBTRw5dFB79vN4suy8IwQWLVoE79hQFdb5PVjxXihYKismLX4LR44dQkRExB25h1xECAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBjpaLpAkCxuuYeZi8ZRti7qZzaOmzAjV9NmFqnuzYFegNXx9/9G0+HDt/P2KSomrVqva6rAgBIZDxCdBAkXLl9HUs/XQXEuKAQlWzo/0LdTFlyhRkyZLllhDatGmDggUL6nRF8mRxM1Jcixy58uljt2OgyBN4zQAVuveGMjg7evSovgb/88lTDg//eBXj111SoeuB+O0zcHpMO1w/uMZOwxUxUHTBkW43jBdOk3/8/ANQs2UbPPef0WjXuz/2njyt3y3i1HFsDfPHquL5cCZHGLwXL8HWgQMRpkLmmnzszEfpAUhkZCSGDBmC3r17IzjAHx3r3PSE5+dXGRNXfKc85oXg/fffTw+vIs+YQgLVq1d3SVmgQAE888wzLvuS2qjS8wGMmjkAwVfCVcjnxiqZN8oVzIc+rZvip0nfJXWa7L8DBL77ehoebzsU/n5BKFI2B7r0rYmSpYrrK2/cuPEO3EEuIQSEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEAAmIgWIq54OLFy/i8ccfx+bNm+0nyV6oAirf2x+lvA6ho/9cTM6TDXuD/eGvvJr1b/EhKhWsi1OnVOhMJTQEMgY99gVkRQgIgQxNwBgo8iWjTiWgc8W+KlSuF3JU9MbF0AN/692NkWK20AAcOHkZFdsPhm9AyG15UOSN6XmxePGbBh4M82xksgrju3bjFny6wYLfA5/CJ2t+xF88hnPf/QsXfx6ChOuROqkpz+h5TiT9EjAeFFnHuct1Hz/8sHI95mzfj9qt74OPvz98ggNxqEA4NpUtjLVb1uO3Rx9FERUil5Le8gLDlw8bNgyxsbHoWr8ufHwsePmE48yev7D98hlMnDhR7ZPwse75Ij1v33PPPS6PP2fOHJft5DaaNGmCo9cuY/Dc13H5r40IDL4Z8jlrSBAi1q7A2l9+Tu50OfY3CSyc9xtKhrZBcGAYcuQLwIPPVtNhnVu3bo127dqJh9O/yVVOEwJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAKeCIiBoicqd3Ffnz598O2339p3LFq2Oqp3fBVhvjHo6TNOGSdmxYHgAAT4BmHAPR+jfP6aOu3Vq1f10nhAsy8gK0JACGR4Arlz59bvyHDKEyZMQLu63dC9Tn+9b8bmsVhzYNHfYkAjxeFP1weNFAOzF0Ktru8i4uxNA7OYmBjs27cvRdctWbKkTuc0UJw/f77e17dvX+St0Q55nluAkNqP6n1Rm6bi9OdtEb1vhW1wffLkyRTdSxKlTQLGg6InA0WTL/IUKox7H38aOWs3xYLN2xEdn4B4H2+cCs+KVb430LNMMdQLD8fZs2cTveSBAwdQqVIlfP7554mOpeYOel1bunSpfoRKRQqicO6sat0bWa1SGLNxJmrUqIGOHTum5iPKvf8BAs2aNbOv2rx5c/2d7R23WAn8r7fQOOVa9pt9i1GpXAxCvZvBx68kvLyAhRO/wQ//GYboqJvtvltcTg6ngMDlC9ewenoEwkJy4gau4F8D62vjRJ760UcfYd68eWjatGkKriRJhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQSAkBMVBMCaV/KM2MGTMwbdo07UmJnhADQnOifLuB8AsMwcPWWMwtpDxKBfkj0DcYL7YaiTJ5b4ZyZujU+Ph4/VQVK1b8h55OLisEhEBaJZAjRw79aHXq1EGXLl30eotyD6FNxe56ffzq97Dr1Ka/9fjak6IyUrRio5A1bwn8uDEGFyOvo0OHDqBB5KeffooyZcqABmg04KCXOHdxN1BMSEjAsmXLdDJ6p6J4K++M2du9hVyPT4FvjiKIvxKB898/iWqXFyKbCmeflIHihQsXYAzc9IXkvzRJwHhQNCGenQ9pvp/JJ5u2bMH6fdyl9wsAAEAASURBVIfhX6YqHhn0JoqXU/Wassy6lD0LWjWvi/rBfrh09ozzEjof7tixAwNVOOi4uDiXY6m58fDDD+vbh6jQzg/Wq63X/f2qoOsL92PN+vVYvXp1aj6e3PsfIsBw5OXKlQPLZrbtbldocLt161awfGs38Bn8vG00Ai9lVSGfm6hLeWPPxnX4/MW+OL5/r31phhKvUKECGjVq5LEcthPKiguB61Gx+OqdXxEamBMXr0bg8cGNlNdKP5c0siEEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhMCdJSAGineW521d7f3339fp/VV4y3jLBzU7v4kEn2C0SJiBP4tH42igP+KuxeGxGq+jZO5K9rWd4S6rVatm75cVISAEMgeBnDlz6hc9f/68ywt3rvEsahdrgfiEOIz+dTCOXzzocjwlG7NmzcKYkcNwZs03uB55Hheve6PX8F+wfPVGfXr//v2xd+9eXL58GStWrMD27dsTXZaGjJS//vpLLzdt2gQ+a9asWVG79k2jLX1A/RdQtDbyPDsfofWfVEZp3gg7vQbLni2EKqGu78b09OJIYxwaSO7Zs8dcQpZpkIAxUHTPo3xUY6BYokQJ/eTrleEepbYyuC1VtQZ6vPkeer0zAv7XlfGrMlQMyRmGUX174depExGrDPQpCxYs0Mvo6Gjt7UxvpIH/Dh68+Zt7slUrWFasCu2cC/XKF0W+mhVRs2ZNcDKCSMYkwPKO+d14D72dt8yVKxcqV65sn1Kmbi0MmvcWzu34QxnPPaCKxqy4euk8xr3xMtbMvxk++pVXXtFl7KpVq/Dmm2/a58pK0gRuxMThh0/WI+G6P65EnUeBGtEoWCRP0ifIESEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBO4IATFQvA2M9ALmlEOHDuHPP/907krxOo16aLRDuR4Ti2qdXkWWXEVQNct+XCy5G8eVcaIVHYf5w3cg/pKrZxdj3MFzy5cvz4WIEBACmYhAUgaKXsqY68mGQ1AmT1VEKw+II5e8gItRicPjJoWKBocPPfQQPvjgA2xZ+yvWTRkM34RriIrzRZ1HhiNHvuL61KCgIJQqVUqv79y5M9HlaIhFMYZnixcv1tsMferj46PXnf95+QUiW+vByP3UT/DOWRy5Q33xn3vDEDGuO2LPHrCTDh06VBvksCymxzGRtEvA5I/jx4/DPcyz+Xb0oHj16lXs2rVLv0itWrXsFypQuiwula6Eveu2IizyGhJg4ffZ0/H5C32wd8tGsP41wpCsd0P43AzPvHnzZo+3oydH5s36ZUsje7CKzas83+XzLYkmA//lMb3sFAJJEejatavK88AnKiz4ooXDEerVSId8tlT+WjRpHL55azC+HTfOPn348OE4evSovZ3UivG+ndTxjLw/Pi4Bs8ZuxZljUYi6fgUr9ozDs/9+KiO/srybEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEEgzBMRA8TY+xbVr1+zUDD9KIxx6Azt16pS9P6UrEyZMsJNWbtcPOQtXQg7/c0Ce6TgV4Acf5eVl9rAduHDsGtwNgJwey4wRiH0xWRECQiDDEzAhnhkO1F38fPzRt/lw5M9aFBevncXHykgxKuaKe7JE21euXEHPnj21gRUNHSnRl09j6djncPXcUQSF5UKTJ0aiSJnqGDVqFFopD3EUhtl1F3oCo6c4ehOjIfbo0aN1krZt27onddn2L1gF+Z6dh1GrryoDywTEHV2P02Pa4fKSEdi+ZYM2nDQnnDunykuRNEuAXuSMh0RjjM+H3b17tw5ly3Ua2G9R4Z1pNFWoUCHkzZuXu20pUqQIfjh8FJNXbUD581fhHxuHS+fOYsoH76BDrSoI9LtpvL9mzRp9DfvEf2ilWbNmmD17th1W3f0269atQ77sWdGycll9KNCvOjoP6QZvX1/3pLItBJIl0LRpU/v48lN7MWJGfwRcCLZDPh/fvRO9WzdFgZzZdDrLsvDVV1/Z53ha6dKlC+jZ1DnJxVO6jLjPSrAwd/x2HN51HjGx0ZjwyxC8/f5gjwbzGfH95Z2EgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEQGoTEAPF2/gCTgPFp59+GjQOio2NxfLly2/jKjeTzpw5U6+Uafo48pVrDP+AKyhQbCJO+3khVLnN2TtdGWKcuGkQSQMOpxhvU9xXsGBB5yFZFwJCIBMQSMqDonn14IAsGHDPR8gWFI4Tlw5qI0V6VExO+vbtiyNHjmijsk6dOtlJr1+9gO1zhqFQeKAyGgRqdn0XDe7phIoVK+o07gbU3Mmw9VWrVtXHO3fujIiICJQrVw49evTQ+5L7z8vXHz8fz4bmY44hKlxdQ4Wrjlz1FeJ/eARtS/9/eFxPoYOTu64cu/sEjEfEjRtvhgfnEwwYMAD0NNi+fXvQgyJDdtNgasqUKYkesFixYnrfZmU8e/+3k9AQQch37jJU7GRULFIAz7RujII5s2vjRE/5MNEF/4cd48ePx7Fjx/QV6BXSk8yaMR2PNWuiolJbyiixOO5tWxvZS918B0/pZZ8QSIoAPc3WUSHPfZVxKw3Sz8REY/Avw1AuhzcCg26GfA4LDsATLRqiQbmS+jJz5twM/ezpmkuWLMFPP/2EyMjIWxoyejo/Pe+j8eaCSTuxZ/NpJFhxmLjoLdRsUA4tWrRIz68lzy4EhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAE0hUBMVC8jc8VFXXTwIfeD+fPn2+fybCoHPT94osvsHLlSnt/UisxMTE3DYHqdUGx2h3gH3wUBYuPwznvWISpEHSvNPsAK5ZsUkYON72YuXso27Nnj740j4eHhyd1G9kvBIRABiVgPCheunRJezz09Jo5Q/PipdafIsgvFIfO7cKnSwdiytTJOoTzl19+CZZDRubOnYuJEydqb1KTJk1CgQIF9KHGjRujf//+mPnjZIzs2wwVi+VQoTHjMPjrNQjMVVqncS+fzDXpXZbCULwsq77++mvtVdEcT26ZP39+HL8ch005OyHnI1/jqncYwoMS8PmDefDHwIpoVDwI4kExOYJp45gJ9W0MFOfNm4eFCxdqA9aPP/7Yfkh6WmzYsKG9bVZKl76Zx7h9IzQUsb16oXj+oqh04CQCY2KRLSQYjzevj4bKQGvBggXmtDu+5G/l2Wefta9748YNe925knDoCPz9LHh5Z0HV/KVQuXsb52FZFwK3RWDt2rV6Eowp6xjyea3PKfy+6lNkQQMV8rkUvFXZ2rJyOTzcqDYiTiQ2nKVxHtumNBQ38k/+Vsw90tJyyQ+7sH3NSUAZDn+/eBiOq/rwboWFT0sc5FmEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEQGoSEAPF26BPD4r0nEQPUE6hVxqGoqQBQ4cOHRAdHa29KzrTONcPHz6Mss2fRKlGjyA4+yaEF5mKaNxAfmVw8VKlZ5QnxZuGGgyRSqGBj1OMFyd6KRMRAkIg8xEwBooJCQmgkWJSMnrEV5j66mp4W37Ye3orJm58H7Nmz0Tv3r3x/vvv26d99tlnep1lW7169cDwvBR6SRw5ciSaN2+OkEA/DH2yHmqWya1CZMbjxw1XUahKaxw9ehTDhg1Dnjx58Oijj+rz+J8xUOR6nz590KBBA66mSGigSDl58iQi/Iqi/scqxOmv5xHn5Y9CQdGY8mh+tIlfjBsntqfoepIodQgYA0Ua8T/zzDPo16+ffhDmMxP+ObknK1y4sH2YRrUtVYjwVpMmYtqRo6i4/zjCL12Ft7c3WigDrdMbVyPy0kU7/Z1cee6551wMemn0xd+eUxYrA9+wgDi1yxvB1wrivqG9nIdlXQj8bQI08KYnRQrDOC/YvxVDp/dH0KUgFfK5qdrrg9L58+CJJnWxZ9N6JrOFZTvbppcvK8+j/xXThjTbGXH5n//8By1btsTUMauw5XdluKnm+yz58xv8dfgP3YYvXrx4RnxteSchIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhkGYJiIHibXwaelD84Ycf9EAvjSKMMNTzxYs3DSO4TsOcXLlyYdmyZSaJvYyPT8CXv+xDsTotka3ALGTNuxSW+lclMhp9c6lwlXUes9NmzZpVr/OaTjGhTbNkyeLcLetCQAhkEgJ+fn4ICwvTb2vKA/dX//333/HBBx/gwtEobBh/EvGxFvJXzIp7/l1ReTQE/vjjD33KqVOndFlFIxjjJc4YKLobPwb4+eDNnrVxT81CjLKLCq2fRanGPTBkyBCcOXNGhxA13uXofZFGNTTeHj58uPvjJbvtNFCkYdvFK1HY4VcNhV5ejf1B1RETZ6FYwEWc+aojzk58DNcPrEr2enIwdQhUq1ZNe8+kBzgaVh08eBB58+bFa6+9lqIHohE+8yVl0KBB9jk/qet9fjUK5S5fR4njZ+Gl6tUwH+Dj55/Cn6t/t9PdiRWGo2Z4Zwp/d0b27dtnVvGnMsD845fpejvQqwIWHl0Gb5lAYPORlf+dgGnvGUPDi7Ex6Dy6F5pUyIugoPuV186cCArwww8fDsXcrz/HjevX9USZgQMHJro5PX5nZKFXX5YXvpGFcWTbNR0S/tT5JVi2dro2jGZ9JSIEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhMDdJfD/VnZ3977p8m40UKQxD4Xek0JCQuz3YKjlQoUK6W0OjvL4rFmz7ONcuRwVg9cnrMPBq7uRq/g3CArbqzybAW3OR6KrV27kuu9dl/QmzCo9Nxqht0YzuGyOm2OyFAJCIPMQyJkzp35ZTwaKV65cQY8ePWwvb9tW7cOSkX8pI8UE5K+cBU37lMaWPzfr86dMmaLT1a9fH8WKFdP7kjJQ5EFfH2+80LkaerQqq9MWr9MJdbq8jrBsOUDjxG3btun99H7H9fXr18MY1+gDKfjPlG0MO71kyRJlgBOkDdx8grPjdLEH0Xj0UfweEayc1fkgRhknnlNGiqfHtEPUn7Ngxcem4A6S5G4QoBFtp06ddN1IL4StW7fG999/f1v5wXgKptdCio+PskRU8vL4cag7bSqClbFqFRXyOSg6BlZcLGZ99h8smfId4uPjdbr/9b/FixcrY9yb9/7mm2/sy3E/5cju3ZjzxSd63c+nLH5aMhElalbX2/KfELhTBJzeRHlNequl8XfDl7qjc88KyBJfHb4B1fTtNi1bhM9ffA6D+z6ry2TupLEwPedS2D51tiv1zgzwH9+LoZv/9a9/oUmVrmhWrZt+q4IHZqDIxhnaYJ7lj7PtngFeW15BCAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACKQLAmKgeBufiaGbly9frs8IDAzUhhbmdHqIcg+bx7CWRnYduYDnR8/GoWtfI0ehWfDxjYbPxevoffI8GkRbyNnlM+VxKcgk18ty5crpJY0jaIRED2UMlWqkZMmSZlWWQkAIZDICJsyzu4dVYujbty+OHDmivUU9/fTTmsypXZfRMGdX+Hr7oWitcFR7NDc2/7kRn3xy07iKRh1GkjNQNGkeblEaDzfMrSJnJiB70Zqo98j7CAjNgU2bNpkkYBmWO3duezulK8aDojG+fPvtt2HKOxpmnrwSh+FrgLz9fkVo3cfg5R+M2NN7cHHWQETvXpLS20i6u0Bg+vTpOgz46NGjsXDhQrRo0eK27krjVCMME86Q4hs2bEDu4DLwzpkPYcob2pZz51H54EnkOX+FkVyx+ucZmPDmIFw4HWFO9bikR8f9+/d7PGZ2Gu+J3KbRr/HouG7dOpxU53/3zuvKB3K8MpwsiD9+/wWbzx9H165dzemyFAJ3hIAJl86L0WjXmS+LN62Dt2ersu/QSfgHt1d5NAsunz+LfPHX0K1hLYRnDcOaNWvQv39/+1m4nZEkIiICNOJ86aWXkN2rLFrV6qlfL//B2Yg+9jsWqUlE8+fPR926dTPSa8u7CAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICIF0Q8A33TxpGnhQGgjS6IdC7zX33Xef9sRCz4oUGuIwDT080XsTPSmeOn0WczbsxfK9PyIo92b4eSXASgAi157Gh3ktte2F7A9+CL/cpfQ1nP9VqlTJ3mzTpg1oFGkMdnigenXx0mQDkhUhkMkIJOVBkQZh9DzIcojLggULasPqBx98EL069Uf9kw0wYn4/FKycHUPn9Mbpc6dQunRpbXxlEJrw8u4hns1xs+xxf11Uq3Ae70xcj6vIi/o9R2LRqnXIl+9nXT56e/89G3hjoMj7sJx74YUXzC1Bb7UUloW+2QogW9shCGv6b1zdOAXXdy9DUNlWdlpZSf8EmBeZD5mf6f2MecO6HozvR6xXYW29UKRsHszyK4J9Zw7gXwkWsl6NxoFCuXF8/x58+OwTOBHvgxFjv9ahpZ00WD9XqVJFGxxevXpV16/O42Z97dq1etV4AWWYZ3oKPXP0OL4ZMkh5o4uBt3cu7N+4Cb8c34nQ0FA0b97cnC5LIXBHCNAT6bhx4/S1Pv74Y5dw49xZoERxvLfyGzQ7vA5tG/dHjM9RxMX8iTIF8qJMwXxYNuVbNGj/oP0sM2bMuG1jYfvk/66sXr0aM2fO1AbxRYsWdT98V7dbtWqFEydOoF3dp9Goys33zHd4PiqU8kLlWZvwlMPj+V19MLmZEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACmsDfsx7JpPBibsTaoR5pMOjr6wt6dKLQ+9h7772n13VoSS9vlGvZEC//+CrWnR2E4BwblSFEAirkq4tdXx7GO9njtXFiaN2eCK58vz7P/T+G5DOyceNGrFq1ymzqpfGw6LJTNoSAEMgUBJwGivQw2LBhQ2zZssUO4zlo0CAwbDO9Su3Zs8cunyrkrwXvHYURcy0O2YoE4N5XK2HM+FE6jLIBlz17dr16+fJlsyvJZaXiOTGqb2PkDLYQEJINUXlbot/Q8aCh5N+VQoUK6VNZxtIox4T15U7z3vRaa8Q7KAxhjXojd6+f4OUjdveGS0ZYtmzZUr/Giy++CGMEFXsjHrkLZlHG/hYO/3URj9wzBKXv/Qyz8rZFbEI4quw7hmBlqBjg54vigV54pUc3PNunN+6//36MGjVKhwtv1KiRDnXL+pphxJOS06dP60M04qXQALF0gaKonz9cnX9dGSeGIzTWFxP3rtfHaRRsvCzqHfKfELgDBBgenW1Ctj0ZLt1dWN4WK1YMvx3bjrem9sbVQycQGPwQvH0LQjVcsX7RfHz6715oX7sq8mQLwx9//OF+CY/bnJRD7+FGDh8+jOPHj+PUqVNo27YtaCxZtmxZzJ492yS560saMO/csRPdmg28aZyo3peeE+vcUxjVPvsMvmKceNe/idxQCAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACLgTEEsOdyLJbOct2xhZ85bAqT2rkT17Dp1y5MiRoCcaevi6fO0CKt1TCfkq5UWeMhZ8/a+pNH/pdPmzVET3er1QNrwCqlT/CWGBPth+FmjTanCSd3QaIHKdg8KRkZE6PQ12nAaMSV5EDggBIZAhCZgQz1OnTgXDzVIYvpLe3WrUqIE333wzyfeuXrIB3ho+F/e8WF6FnA/Gz8dGodDpvCidp4o+JyUhnp0Xz5czBO/0rIYOz32MAhWbo2yzJzBz8wW0bheDrCEBzqQpWqdR5ddff629JVatWtXlHGOgyPek5zsajIlkXAKfKQOjLl26uHglLFo2Jx4fUg/nI6Kwc91JbFpxSAEIRYlS9yAC6u/aWeQ+twk3zu/AyRwBKJYjDBeP7cOuTdsxb968RLAWLFigjRfdD9A7clxcnN79wAMP6GXrag1ROpxzO27A2ysn2tSsj+5jhutjAQEB6Nixo16X/4TAnSTANt/mzZuTvGT58uXBkOW//PIL+vXrhw9Xj0e5XYvxfPvXcSGwFuKur0dC3AlUK1ZI/525HIk18+egbK06yJ47r8fr0kNikyZNQGPe3377DWPGjLGNI+kdNyFBuQNXEhMTgz59+qBDhw4er/NP73zz9XfR+96hKFywhjLGjEf+PT8ga6MiKKOMmkWEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBBIGwTEQPE2voOPfzxKNKiKko3KY8zajZi6ew0Cg64gruAF9JvWDQneF1CzexZ1xZshnxPi/BF1KhuGPzMcJXKX0Xc6PbUvyub2x+nIOEw6WQZtk/H2VaBAAe2JyVLeYHbt2uXypDQ+Mt6kXA7IhhAQApmCgDHUM8aJfGka7QUFBelQuAxFm5QwBG3//tcRMd8fTZ8vjaMX9uLDRf/Go3VeQJMyD8CEeKaBVmxsbKJwop6uW7xoYVzf9wt2ntyDci2ewmWfHOj98XL0e7AK6pZ3NYChVzqGaKZRTVLy1FNPeTwUHBys35FevehFUQwUPWLKMDuZnxm+1ZPkzBuCxg+UQqP2JXFs70W8NfAzFAmvrDzH5cKZwm3UKW2Q9fJmRMWtRfbQEDzapC52HDmBpdt2qQkF/+8VLinDLxrJGunSsStGD3hDGSdaalc8fL3yomPblqjQowuODb7p0a548eImuSyFQKoQuPfee8E/thtZdvv7+2PPL2uwchZwxvJCfMw2xMceRO6sWbBo0jj9ly1XHhSrWBn5i5dUxop5kC1XboTlCMfDDz8Mehhdvny5boP279/ffidjnGh2REREYPv27bruoRfRn376SXv1Ncf/qeXpo1eQ83J1BBTMBa/4G8i/73u8t34uOtTvh/b/1E3lukJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACNw2ATFQvA1kwdn2ILzo9/YZ9Kt01Wx56Sh6iL+RC1n9S2Kn8ui08od5CFIelX56/aZx4tV1ExG7awHiVFjKPtNPo3n3buZsj0t6qClRogT2798Pemai0FMNvaS9+uqrHs+RnUJACGQOAsZAkW9bsWJFdO3aFW+88QY++eQTHXIzOQoVKlQAQ3eGh4erEKBeGLdqGDYcXobv1ozAjpPrlaHii7ZxNMM8M11KhGFD6dHx1XcHos5Dg3EJefD2d+vRskYh9L6/IkKC/MBwnLVq1dIhQpme67crfHd6lKWRoxhq3y69jJeeIZXXbl2KCXPfQlBgCL4ZNR2+0blweNd5xGatDj+rEryi1yDuxjZULFIAFdSff658+Gr6HByNOK1/C56oMHR6ttBcaF+nOaYOe1MZfd2cfBAcE47vl07Dq5PH4vr169owmOfTMExECKQFAvxN0DiRUubeevrvwPKtWDE1Dmfj6iMu/ohqr+5DQnwELp09jS2/LdF/zmfvUq0sLpUugktR1zDoyR6oXDi/Xuf2pahoxCsPiq+99hqGDRumT6MhMQ0VKfwt7NixA/SGeyeFhukXLlwAJ/BsmLsdv809hgBlkOwffQ7FY1fhbMd62LViGgpu3HgnbyvXEgJCQAgIASEgBISAEBACQkAICAEhcNcJcHLg+PHjsXLlSj2Z/Mknn0SVKjej36TkYWbPnq375j169Ljj/fOU3F/SCAEhIASEgBAQAkJACAgBISAE3AmkOQNFetZ6+eWX8fvvv+uOF8PGPfPMM+7P7bJNLzFDhw7FtGnTtLcXhmJ89913tZctk5BGNoMGDcKiRYtAD1yPPfYYXlTh3ziIm1Lx9wlA5BlljBAdh2pV6sDPOyv8vXMixD8XwkMKqsHbyiieLzf8fX3Qd3Nf/Ka8mUWqv7NnzyLLlT24uGAoeLd3F5/HhmPX8WK1are8NcNbMny08aAYEhKCSZMmgeH+RISAEMi8BIyBIo1Qvv/+e62gYplGj3MpkYIFC9rJ+jR9B0W3l8HMLV9h05Hl2HdmG8o0zI/dK09og8KUGigyXYsWLRDZty82/jAIH09eiekr9mPppmPYtOcMerYphymfv4Fjx47pez///PNYu3btbZXDPNFpoGi/hKxkWgI0Who4cKB+/0GDX0b3XvSeqHwZX4nBht/2Y/X0dfALaQwf/3KIvb5ahbo9jtizp/BY49q4dM3C0fOR2PTrGuU5Lg+8vX1V6OgL+OPXlXi6RRcE+V1Ssw+uKeNEwBshKOmbDf1mfINzKvQzvZcyrK6RZ5991qzKUgikOQIlmlYB//KGZkObUk1RrkQTIFsbxFtn9W8iIf4SrIQr+g+IRWhQoP4rGJ5dv0u1wvlc3sknMAiF/C10ql8Tp85fxLkrkbjs74foG7GIjIzEgAEDMGPGDJdz/pcNegjOmzcvAhCMgR3eRkJQUfWj9EWoCuW+68A0DNi8zg6DvWnTpv/lVnKuEBACQkAICAEhIASEgBAQAkJACAiBVCdAw0JGNXjuuedw6NAh1KlTB4sXL0bjxo1v+Wy7d+9Gz549ceXKFTRp0kQMFG9JTBIIASEgBISAEBACQkAICAEhcDcIpCkDRc4Ko9cVhuykwQ07Xr1791YGA97o1atXkjxomDB9+nSMHTsWgYGBoNHLqVOnMHnyZPuchx56SHvbmjBhgg4LSqNHDnbejifCKnkbYdIrk7QB0JxrW+1re1pp0KABRo8erQ/tXbtQGf98BC8rAdO3RmL8+st6f7169Tyd6rKvTZs2aN26NRYsWIDvvvtOh9wrWbKkSxrZEAJCIPMRYJhmlpcPPvigPXs2pcaJnmi1rfQIKuSvha9XvoMTlw6h3hNFUKxBduw9tQ23U+YUK1ZMGxxeungB99fKrcM7f/zTnzh+9io+mf4nLltVkLNwJcRcOIT169frmcCcAXw7YgwmGeJZRAiMGDECR48eRZEiRWxDRVIJCQtA0wcq6L+IvSexZtwSHD9RA5EhtREXs0kZZR1B9hAv9ReGuV+9nwhkEFtI2jAxAHljg9Hm0Y4o3LEDHlGeEylsp2zZskWvc7KDhHjWKOS/NE6gcPnS+G7DHODPOQjzC8DcUZNx4XAAzp+JRtQNP9wIyoE4H29lqBj5X4PFSCRow0WzfUW9YSzir0fj8F/bUalQPv1nXvt85FUcO3cRJ//ahtNHDyNXwcK6HW+Oc0nDXnpyYBufk4aM0Es4J+WwjV65cmWzWy+7duqKRyp3RZGy7ZHg4w+vhDjE75uDD9ZOxEo18EKpVKmS9jhOw/0zZ84gd+7cer/8JwSEgBAQAkJACAgBISAEhIAQEAJCID0R2LBhgx7bou7URJ+JU5NlX3rpJa1PTe5dOMb2xBNP6LSMtiMiBISAEBACQkAICAEhIASEgBBIKwTSlIEijfC2bt2qwy0yfBuN/BjemOHjkjJQvHjxIsaMGYOJEyfivvvu01xpqNisWTPtRZEGA+zILV26FNu2bdODl0zEMHQMTcdOnQmDd6uPwlCOFOO5LLn0DKFKyZvFB7k3f6QGea/ij0PRGPzLeb2fRpcpDX1HwwcaIvFPRAgIASFAAvny5cP8+fPvKIzCOUvjjfvH45ftkzBzwzjkLROG6Qc+wo6o33BP+c6oUqghvL28k70njcTpnZFeEg8cOKBn934xoCmmLd2JbxfuRNa8JVCr21Bk87uO9fO/VOVvQLLX83TQlMEM8SySuQlwJvhHH32kIXz44YdJehDNWzo/On7QE7Eq/aGZ87BrUSDORpXG5SAL132jEWcp73EW6/g45enYF75WAIKuJ8A/8hLa9+mBgh0egLefn74P2wyc4LBw4ULbg2L+/Pkz94eQt083BNj27dChg37eK7ExWHl+N14b/pre3rNrF5pWrYrCwVlRPEdhNK7VWHkUjUSW0DzwCy6O2KCcuBGQAwnqd2IlXFaGi+p3oz0vqvX4s2rfReTMEqr/eMEvXv43/FknlCyDgqXLopD6y124KO655x7922H7fOrUqeq3Z+Gvv/5C9+7ddVudE3IYwmrJkiXIEROAa/tvoF7ex2EVDNTP6X9xL35dPxbx5Qpj1qpV2jiZB/zUb5R1T65cuXQ6+U8ICAEhIASEgBAQAkJACAgBISAEhEB6JECdb4kSSodaq5b9+N26ddOOLBiBLE+ePPZ+95VRo0ZpByD0wCgGiu50ZFsICAEhIASEgBAQAkJACAiB1CSQpgwU6bKehn00TjTSqlUrvP3223og05N3oj/++AMM8Uwvg0YaNWqkjRR4PZ7DJY156FnFCK9LT4ubN29G3bp1ze5kl/TsQsmRI0ey6XiwTJkyyBLgjYnd8yFIGSfuOxeHp36MwPXYBH2uMaa85YUkgRAQAkLgLhLwU56pHqj6JD4Z9C3iC0WgVIM82B2xWf8lxHihetFGCIzOiQrFqqNG+boI9Pt/71fmMalAo5EIDcwZfsRXeeM6uW0hVnz5Lmrd9yxylmqIS7GBKN2qH34/HYqA5fvQpEoB5Mme+Frmms4lw3xSTKho5zFZz1wEwsLCsHr1aj1JoXPnzrd8eT+VvvRj3fVfhPK69oiq/wsFBKCLMpjKn6sovNX619OmYafyALo96hr2nI5IVOfT+OnEiRO2cSJv+vnnn9/y3pJACKQFAg888AB27NihPe/Gx8eDnsUvX76sPRnS83iEMr6NuHEWrfv2Ro9XXkGWLFm0AeHy335D7dKlEXX4MM7uPYHTByNxLuIGLsVkQZR3YVwPzQ3LK055Jo24+Rd/Si1P44aa3HNwx1b9Z97/wUplcLJAHhzeugVjPhyOeQsXY+nvvyPE2x+Vw4ugfJ4y+OnF8ciarwzOBIWq32UOeHkHwu/qCdSqGYriHe7DgKLPm8u5LMU40QWHbAgBISAEhIAQEAJCQAgIASEgBIRAOiSwb9++RBFtSpUqpd+Ex5IyUORkcTr74IRAOr24lRxWfXw6ADHCbeoKRISAEBACQkAICAEhIASEgBAQAv8EgTRloMgQjYUKFXJ5T+Nl8MiRIx7DJ/KckJAQZM+e3T7Px8cH9GbEcyjJXZfHPBkocpDW6Z2LHhgjIyP19a5duwbOREtOEuJuoFuNbFhzOBqL90ThqzWXEWMR9w34+vqiSZMmt7xGcteXY0JACAiBf5LA2eMXsXPRfuS5Wgne2WNw4MwO+Cqj692/T3W5rbf3/1cjhbOXQv2SbWC8zTrL0a+//hqx0ZHIbx1Ajay5sP3QeexUf4fjErBq4c1L5suhwujWLoJA//+/psvN/rvB0J2UOXPmaG+N/90ti0xMgG2HW9XLnvD8qgyzKPsOHULX2rWxbt06TDl8SO8rW7asDuOsNxz/0WDLKQwjy/bG37m/8zqyLgTuJoGsWbPiwoUL2tMtvY86JSgoCOHh4Rg3bhwGDBgAhpHaqryQ88+WcLUWftOraIIyaEw4uwtXTl3EpTNXcPTQKfgHZYcVEIZ4b0t5VjRholV4aCvavkSWID/M/eF7vd2iUlm1pIdeL1xCBLZcOgFc+k0f847PhzMXTuKhZx/FFu8QbPn5Z70/rf7H8uDkyZNp9fHS3XPRY+33338PMzkh3b2APLAQEAJCQAgIASEgBISAEBAC/xiBc+fOZUiDuqtXr+qJhE5wHAOj8JgnYXSCp556CoMGDUKxYsX0mJindM59Q4cO1fpVs4/jXoxcIzouQ0SWQkAICAEhIASEgBAQAkJACDgJbNmy5X+KZJa8FYjzTndhnR4K3cMtm23jvdD9MTydwzQ8z5zjKY25rjGkcb/uhg0bXLxzHTx4UBsWtmnTBjSAXLFihfspLtuWlaC8yVTDPtWp8/UPRr2mvjokZEJCgvZGQ49PIumPwPHjx3V48Jo1a6a/h5cnvmMEaLy8c+dONG7c+I5dM61dqGjRotpgPCYqDvHKpiRXQnlYVxNUaE9lbKLKN2VlggAVutMp0ZGqbDyxQldKLCsZyp5lJRVk9KrIPxq6bFj3hz6teLCFBHUsPoEGLMosRUXYXbfmuPOSHtdZjvL6nAl8q7LY4wXu0M7o6Gh9fz6LSPokwMkCbAdQycu8xFnj9PoZoDwpUiHrKX9xxjqNuygMKUuPbYMHD9YTD2jYJZJ5CfyuvADSE7gJQ5+WSdSrVw8cyKGwLGXb1iyzZcuWKO+z/ZMiUeMlV3LHK+/mp9Tv5Br81KQcX3XtuFh/XLmk2uY3AB8vb72f7XOW56qSgI9KR2H7PMGKh5/6DQYFB+n93ur8wiXLYv3GjSl6hNROdOrUKezZsye1HyPD3J/eO9hvotGsiBBIKYFFixaBURWCg1PmnTul15V0GZcA+ysLFy5E8+bNdTsw476pvNmdJMC+7ZIlS9CyZUvdL7iT15ZrZVwCnHyxbNkyHQmIOhMRIZASAqJ/SpoSdTqMnJXRhPol4yzDvJsZxwp008ea419++aU+p3///mbXLZfffPMN+GeEBo4//vhjIp2AOS7LzE1g165dWt/P6HEiQsCdwNq1a8ExJZlg6k5GtklA9DSSD5IicOXKFdAmp0WLFkklkf2ZmAAjKZ4+fRpil5O2MgH7KbT5+LuSpgwU6ZWImcwppiPm7rHIpOH+qKgobQDjdFvP88w5XJrrmPPMTDOGh/Qkn3zyictuGh+wkJQwji5YMt0GO+wzZszQf5nu5eWFbQK//vorevfuLfnAJpI5V+glixUwywSRzE2Axl1jx46F8fqcuWlk3ren8eqbb76JZs2aZV4I8ubagF7ywJ3LCByY++KLL1C+fPk7d1G5UoYnQGPnMWPGaM8xGf5l5QXvCAEaQzPSBfv7MqB2R5BmiotQr0h946RJk+wJTJnixeUl/ycCZ8+eBb3wT5s2LdEk/f/pwnJyhibACFD0iCf6pwz9mV1ejkY+8+bNc9nH8MsU5gVPwskW+/fvR5EiRfRhE6r5wQcfRPv27V0MET2dz31NmzbVkRYkryVFKHPv79evn57MM2LEiMwNQt7eI4H69euDBtKdO3f2eFx2Zm4CdPRA/R7rNxEh4CRAT2ytWrWSdq4TiqzbBL766ivMnj1b8odNJGOspCkDRc68ofcZp9ADCQ0Pk5qVw/2cfcoOmumc0RiRodXKlSunL8U0DC/KThmNCCi7d+/WS4ZwFBECQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACqUmAXoRoBHbgwAHbO8n8+fPBiZHGAJFjYpcvX9ZRHOiRddiwYXakBD47HYF07doVQ4YMEa9Eqfkx5d5CQAgIASEgBISAEBACQkAI2ATSVCwJzuTijMDly5fbDzhx4kQ0bNjQDusVERGhrWSvqdDJlLp16yJPnjz47rvv7HMmT56swzkZd7Dt2rXTIRydM794XRonioGijU1WhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEUolAy5Yt9ZhYly5dMGfOHDDa16effop3333XfqLFixdrj6yM8EKpUKECmjRpYv9x3IxSrVo1fUxvyH9CQAgIASEgBISAEBACQkAICIFUJJCmPChWrlwZzz//POh2/rHHHsOhQ4ewZMkSF4PFjRs34qGHHsLBgwe1x0SG4Rk1ahQeffRRMA55QEAAJkyYgJEjR9ohVgoWLIjXX38dTzzxBFavXq1nktFYkbPOUir0vGi8L6b0HEmX8QhwNqLkg4z3XW/3jZgPWPaIZG4C9O4r+SBz5wHz9swHzA8imZsA8wHrB5HMTYDtRMkHdy4PSPl651hmpitJvslMX/vOvKtp10t77s7wzCxXkXyTWb70nX1PyTd3lmdmuZrJN5nlfeU9oXVMDPH8zjvv4P3330e2bNkwZcoUdOrUycbDMS+OiYWGhtr7nCshISH6OMPKp1Rk7COlpDJnOhkjzZzfPaVvLXrRlJLKnOlET5M5v3tK3lrauSmhlHnTSNs0Y357L0tJWnu1n3/+GatWrdIdr+7du6No0aL2I9LD4qJFi9CtWzdkyZLF3r9582bMmjVLh3G+//77Ua9ePfuYWVm6dKk2eAwODtbu7cV7oiEjSyEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAneWQJo0ULyzryhXEwJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIATuNgGJQ3e3icv9hIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAIZAICYqCYCT6yvKIQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICIG7TUAMFO82cbmfEBACQkAICAEhIASEgBAQAkJACAgBISAEhIAQEAJCQAgIASEgBISAEBACQkAICAEhIASEgBAQAkJACAiBTEAg0xgonjp1Cvfcc0+ivx07dnj8zEePHkWrVq3Qp0+fRMeXLl2Kxo0bo1ChQmjdujW2bNmSKM3EiRNRo0YNFClSBF27dsWxY8cSpZEdqUPAUz5YsmSJ/TCbNm3CM888g6pVq6JYsWJo06YNli1bZh83K3/++ac+xnzQqFEjOK9h0ixYsAANGjRA4cKF0bZtW2zfvt0ckmUqE/jXv/6VqDz47rvvXJ7q0qVL6N27t84HFSpUwIgRI2BZlkuaw4cP46GHHtK/9Zo1a2LKlCkux7mxceNGfS/mlSZNmmD58uWJ0siO1CcwatQo/Z0WL17s8jD8xj179kTZsmVRpkwZMO8cOHDAJc358+fx1FNP6bxSqVIljBw50uU4N3hOx44ddXlQu3Zt/PTTT4nSyI7UJ8DvwnrCvTzgk+3ZswfdunXT37lUqVK6fo+NjbUfOjo6GgMHDgSPlS5dGkOGDMGNGzfs41w5e/YsHnvsMRQtWhSVK1fG559/7nJcNtIGgdWrV+t88P777yf5QJMnT9ZpfvjhB5c0CQkJGD58OMqXL4/ixYvj2WefxZUrV1zSREVFYcCAAShRooQuW9566y3ExcW5pJGN1CfAcpvlwb///W+Xh/n+++/xwAMP6N86vzPLf09t/XHjxqFatWq6jdC9e3ecPHnS5Trx8fF49913Ua5cOZ0XeJ+rV6+6pMlIG/PmzdM8x44dm+i1Ro8erctElo0sI1lWOoVl6Wuvvabr4ZIlS+Lll1/G9evXnUlw8eJF9OrVS5fRFStWxEcffZSo3eZygmykWQJffPEFmjVrpstQ1qfsT7v3o1544QWdn5x9u//85z8u78Q8wrxi6uVXX301Ub187tw5PP7443a9/Nlnn7lcQzbSDwG25dnXYh+ebfZHHnkEu3btcnkB1tEffPAB2LdjOup7Ll++7JLm2rVrYP5iWcPrvPnmm4nq6IiICN0nYJlFvcGXX37pcg3ZSB8E2I7/9NNPdVnC/MBvyTKDegCnsG5xljVcd//mkZGR6Nu3r67PWa8PHToUrOedcuLECTz88MO6XVC9enVMmDDBeVjW0wmBmJgYfPzxx2jZsqUuR/gtWb8wDziF+YvlB/UILE9YrrB8cQrLH5ZD7DOwXGL55K5zOnLkCDp37mzrnNgHEUmfBNasWaPb/p06ddJlintZw7eivsG9vHHvb164cMHWP7HNK/qn9Jkf/qmn5pjWK6+8AuodOS7VsGFDXd+4ly3m/iyXqKu89957zS57yXGzdu3aaT0mxzd++eUX+5hZSck4mUkry9QnwDGKp59+GlWqVNF1GMe9fv31V5cHW7hwIai/oK6D/aguXbok6ovxBOYHM+7F/ONpnPXrr7+2dSJsm3OMViTtEpg7d67ue7Mty344263u/Sk+/ezZs1G3bl1dNrRv317ry93f6nZ1PNSnu+t43K8p26lLgL9xjo9SP8O2yl9//ZXogahfoW6T7RPqvDt06ACOtzvFXU9DXZ+n8ROnnob5SSRtE+CYN8c3qC9n/nDvC5un/+2337RdDW0m2P9hP8oprCceffRR3YZh//yrr75yHtbrO3futNsn9evX99g+SXSS7EhVAtOmTdPjpmwv0OYiOeE4GusWtk/dhfZYtMsydjlsh7pLSton7ufIdioQUJ2TTCH79++nVZGlBgEtVZnZf2qg0OP7qwxu5cmTx1KDii7HN2/ebPn7+1tKyWSpBr2lBp2tbNmyWWpQ0k6nfmg6jSo4rbVr11r33XefpRp0lqp47TSyknoEmA/69etn5wHmh927d9sPxGM9evSw+B2VgaH15JNPWl5eXpYq1Ow0SrFsZc+e3VKKamvDhg2WUj5bfn5+Ok+YRPz2vr6+1rBhw3QaNXht5cyZ01KDGSaJLFORgBqAsFTH2CUfrFu3zuWJlMLZUspma8WKFdaMGTP09+O3NqKUOJZSJFv333+//q2rQQr92585c6ZJYinjNissLMx67rnndP54/fXXrYCAAGvbtm12GllJfQL8HgUKFLC8vb0tNVBkP5AafLBUY9lSCj1LNZ4t1dC21MCnlT9/fovf3wiP16lTx1q5cqX1448/6npBGUaYw5YarLBUo8lSimiL+UwZpekyw1mu2IllJdUIsHzmt2W9zt+qU1THR+9XHSRr/vz51s8//2y99NJLLnU76w7V+baUkauuP5QyWLcTzHXUoLhVq1YtnZ9WrVplKYNmK0uWLDo/mDSyTH0CytBUt9vYDlRKWY8PxHZfvnz59PdjPe8U1RnX9QXrAtYfrEeU0teZxFKDjJYarLRUJ8pSRlu6/FGDli5pZCN1CfD32rRpU90fUIpXl4dRynxLGSDrtiHLfKUw0WWHGmS206nJSrq+Hz9+vKUGIy32LZTixVJKNzvNoEGD9PXnzJmj6xhl4G4p5Z19PCOtqIFUq2DBgvq3oYxzXV6NbfHQ0FBLDbhbyjjYUhPBLDWgZvEbGFGD97oeZb2pJgVZaqBEt9fNcS5ZP7OM/f333y1lbK7b6mqg35lE1tMJAWXkrdvoanDMmjVrlsU2OfPI8ePH7TdgPlEDpi5teTWpzD7OFWXsqtvqixYtsngtZUxmqYlodhrmMbbflELTYr08depU3W5Xhm52GllJPwSo6xkzZoz+1uy7sUxgm+706dP2S7zzzjtWjhw5dN+OdbSaVGqpian2ca6oARdLGSbqOpptPpZd/fv3t9OoCQW63GcdwTJr0qRJVkhIiKUGYO00spI+CKgBNP2tWVew/c5+IPts7nWQGmDTbTenLpHf3ilKgW4xnRrk1/2EvHnzWoMHD7aTsP5Xg706v7FdwHsFBgZaatKDnUZW0gcBZfxjKaMN68MPP9T55ptvvtHtQNZLTmG5wb4l2/qsn9j2V8ZnziSWGrzTemfqGdh3CA8Pt1hOGWG/hP1L6pWpY6SemTpplnEi6Y8Avz91R/ye1E076yfzNswzbL84yxuOPzhFTZLX5RTbvEb/pCZp2EnUhCeP+ifWaSIZn4CaJKf1D+yHsm6jfsKMT3h6e/bNqPtg2eKUM2fO6DJJTdjW4xqsK3kdZ/2XknEy5zVlPfUJqMkULuNeygBIj3uxr2SEfSxlYGQpIzTdpmFbOTg42Nq7d69JYv3xxx86P7z33ns6fzzxxBM6vzDfGGFbJygoyPr222+1ToR1HnUeyoDfJJFlGiPQokULi7pJ6rypp2J/h3prNVnCflK2aXx8fCyOe6xfv17rTakfVRNG7TSedDzU1SiDJTsNx9XZ7k5Ox2MnlpU0QUBN5NI6N/aX2Y5hOeAuymhZt3nZ5uBxZeCsyw+n/QTrFY6pso4yehplsGRfinoa9sd4Lepp1EQNradRk0ntNLKS9ghw7INlBusM5g9PZT31exwbZz+Zul22Y99++237ZahrUQ49rObNm+v8Q9066x+2aYyoCe26vuE4HG0zlNFsovaJSSvLtEOAejW2LzhOxnGU5IR6W7ZNqc9zCu1yuE9NtNDfnv1mtl+VEbSdLKn2iad+l32SrKQKAc7MzBRiDBSdFWFSL87CjoMUVCa5GyiqWSOW8uZgn8rKksprNTPN3scC9Pnnn7e31YxIXYiyMBVJfQKsHKn8S0qcA8cmjfKMpwcqzDYHpdmIcjaqOfBMgwMjyrrbUtbgZtNi5cpBMSoGRFKfAA0UnQ0b9yeiERnzitOQkJ2rrFmzWjRao/B8DkY5DRLYueJAl5EXX3xRD0Q4B9k5WKa88JkkskxlAvxt8jdOYzF2sCc4DBTVjAydD9jYNbJ161a9jwNLFJYnzCtORQ2Vwxxc4LUpHCxl40l5TdPb/I9KIHa0RNIOARqQ0giZkwrcDRRpHMHjSQmVNTRmdyr12OlinjIKOh6jEaxTscP7cRDCWUYkdQ/Zf3cIqFm7+vfJjnVSBoqs3/k7pwGz00CRk1GovONv3ogpM8zAEssK97YIyx92qNhmFEkbBJQHN61YYb3ubqDo3lY8dOiQ/qY0ijPC/gHbAEZoBEElDCfAUDhwSMMEZ1vEtD3UrGRzWoZZUnFEg0wqIpwGiiz7OEHAqZBif41lJScKUah8Ylk6ffp0mwcVmSxzTXlKpSV/V2p2v53mk08+0YZInpRidiJZSRcE2Nbm96YhmBEagjjzjdlvljRm5DnOwXgOsjAvmQljVIgyzcGDB81plvKca9GwyNnPsw/KSroiwPYXywVTdrAPx4lj7NMZUZ45dRoOrlGM3ohGZkZouMrJiDS0pnDAjvmIylEjb7zxhsWJKSLpiwB/5+6/dQ6SMt8462IaHiY3IGbykekfkgL7lByUZ31PMROZWacZYZuTRmsi6YsA+/jufTcaDDLfKO/b+mU4SM9yg218IzSKZpp9+/bpXSx3uK2is5gkug/BcspMcKdRBwflnH0ETn5111XbF5CVdEGA7Vh+e08DZdQNcNJOUmLykYruYCehkQgnxBv9E/sx1F2a8ocJaTzEsQ6RjE/Ava/KN+ZAr/LkmujlOYhLnYbyCpvIQJG6KvbTnH0pTqbjJH0jKRknM2llmTYIeMof7KPzWxpxT0NjeZYpnAxkRHnI0sbWZpvlD/OS08ieec45Zsq2OetGMbI31NLe0v3b0+EC9VYsI4xQP04DNSPsY+XOnVsbLHLf39XxmL45nX2IpG0CbO+yHeNuoMj8wv00KDTCtohTl0N9H7edTjtoDM3+tWkXGX0fda1GqHunIax7G9wcl2XaIUD9CfOBs/3Ap2NZQaMzGrYnJRxL42QI5UXRTqI8bGpbDLMjqfYJJwCJpH0CNIJPzkCRujja3nDiuruBovK2qSfvOXU4NIh11klsn9AQ0gjbJ9TVJac/NmlleXcJZJoQz6pA1KKMjaA8KEApns0ulyXdxyrrbdD9uBoYcznGDaUI0O5DzQFVmeqwHspARe9ieAbegy5GjagGPJRnBijvW2aXLFOZAL+/MhTx6HpedZQSPZ1SELrkB35v1Rh32cdv7vzGTKMKR/taqpEFNQvJJY19UFZShYAauNTlAd2Mq8atyzPw+6lGLxiu1wi/MUPwqBmiehfT0J0984cRfnNez4TzZJlBl9YsK4wwjTOvmP2yTB0CDAeoOtI6bIH7EyhlHJTRkEtYToboVA1l7Wac6fmNGRKMYS+M8BvTpb0JR8i8wrAqanDBJNH1hBrEkvAFNpHUXWFoZzVYpMO6uT8Jv6WaIarDoDDkK9sRypjBJZnyXqDzBUNSGuFvn2WL8qypdzEfMFSgUtqZJLqeYJ5SRmv2PllJPQLKGBnbJJ7NAABAAElEQVQMm8bQsEmJMpCBUppATWRJlITlP8O7Oet/hvJWHXC73GeZwbJAeb6wz2d6pQiE8kZg75OV1COgFGY6JB/DSDjrb/NE7m1F0w5gW4/C/MGQ8M7+gBo0hFL82/lAGSPq8t+ZhmG4VOfbTmPul96XytAQrO8Y5tBd2CZnyEsnBzWrUoe9ZplJUcaHOjSI83elZuWC38Gk4ZLhHRhG0QjTMwSeMhI2u2SZTgmwza7UJC5tLb4KQ4Er5TWUVyko5afL27FeZn+e/S8jrJd5HR6jMN8wdBXbcUaYbxi+V3nYN7tkmU4JMMQhhaFVKezDsY/mLEsYeop9PtM3Yx2tBuGgDGD1OfyP6Zm/TB3NfMM+ojIicUmjDKahBlHsfbKS9gmwjHDX+7nX6eYtqCtkH4BtRaUQN7v1kvnG6P3MAeYbNaCvyyfuY75RExmhJrGZJDpvsaxhmSOSfgiwvefePnTPN2rAVpcbzvLG6AOYFyjMN+wjMMymEaZnOcU+BYVpqXNi/jLCNhNDW1E3JZIxCbAvQp01v7O7rpL5pmjRorr9Yt6e+eb8+fN6PIL7mG+Y39SEapNEt7XZXmJYRZGMTcC9r8q3ZRnlXt8pQwGoqFFQBvguem1Dh/mI7WjqP40wr3G/EeZHZz+OZSPHS5xpTFpZpg0CSeUPo8vgU7qnURMtdfvYmYbf2Pntecw57sU+Pvv6znowV65cOtyzaXenDSLyFE4C7t9eTbbR4yLm2xsdt/O7ctyE+hnzXZPS8TBkuEnjScejHHrovMdyRSR9EmC7g2NsHOcwwj4UdTCmT05djCkvTBozfuLU03D8hO0dIyxveC3R0xgi6W/JeoP6chVpEmqCltblUafnFP7+OY6iJg3bu1necBzO6HeYRnlY9Ng+YV4TSb8EVMRCnT/Gjh3rMo5u3oh5yN0uh/nD1C1M5942ZXnD/OJMY64ny9Ql4J26t7/7d3/sscegPJfpwQ1lRWsbEZknUeHDdPxzNpjcRVna6sqVg19OoaEBldEUU0i6p+G2SeM8V9ZTh4CaqQ41e1QPLNB4lINeSQkV0Cz4VFhPOwm/s6dvTCMWFqJqZgjUjOlEaZx5xb6YrKQaARWSR1d4NAjggLYxJuMDJfWNecz8lj2lMYZHpixIKg3znLuikdcWubsEaEBCA0U1w9zjjak8ocG6CuULFQYDKsSFXqpw3nowkycl9Y3NMbP0VGYwDyRX/vBckX+eAJX5/fr1gwrPlUgRx7srj1y6M03DNQ4sKu9fekBAzULX+5mG+YADTFTMGGHHPHv27CkqM0y5Ys6V5d0nQANB5dkUI0eO1N/N0xOwI83ygHnFKOic6UzZ7/57d9b/TEOjBucAAY3XaLRozndeU9bvPgEVKkD/zp2G58k9BdsTVMJRqUYx39FTPjDHuGQeomGMU2icl5HKAw6yq1AtYL1Jox93MTw8sTIcmIaGm8o7qX06FedUWDnTuF/DbJs09smyki4I/PXXX1BRCfDII49AzYTW7TX225yiPJDqtjwNvqm8dg5mMN/wd8kBNSMcYGF5a/IE0/A35xTTljdpnMdkPe0ToEEy843ygAwV3UAPuhvjHxp8UEzZYN7GUx3trOPZllMhxpPNN+aakm8M1fS7ZN+Q7X2nwTvfRoV+R69evbSxGNsHyjO2/ZKmLHEarbGtR6MOHqOYNPZJakXyjZNG+l3nQBjzjYqOYE9i5Pc2dY55M7b9OQHSlBNMY/KASWPqIGe+cU9jts11zLmyzDgElGcZXd6wLKIhPfURRv6XfEP9k6kLzfVkmfEJcPD/22+/dRnX4FsrTzI6f7Vv394jBOY1T+1kTsjkJLCUjJN5vLDsTFMEOHGSRkHscyUlKiqcHudi25rCPj6N5E19ZM7jtqmbTD3mnsbZ7jbnyTLtEqAehxO1VEQh/ZDKCyZo3Jzcd03q27vnD06+cNfxUD9m8lDapSJPlhQB9oU4dsLJ3jRCo/5ced3V9Q0n3FCYP6incY6fUB9OPY3JO1y65zGzLfkjKfppf//OnTuRI0cOPfaiolZBRSzS7QxOlDDi6dub/pH59kmloU0G2yci6ZeA8pCoHXqY8RX3N0nq27Nu4iQstlHpRM6UF+Z85iGeK5K2CGQaA0UOYNHrETMq/zhLgzNaVeg1+4so18PaexJ/BJ6EA9cUZ+Vpttkwo5ilexoOjJhjOqH8l2oEOGjBioozOVgpsqPes2dPj8/DQosNcA5Uq3COdhp+S0/fmAl4LCV5xb6YrKQKARXiTXemqZxj44YDTyost+0NwdM3Nt/c/Jb5nc0+8xJm26RJ7jomn5hzZXl3CVA5y9nCKpSvi0c796dgw4YNHHq2oHESvymVMUaS+8bJ5QMzYG7SmOvJ8u4ToHFily5dQGNlT0LDcwrrj8OHD4NGE/TYRONV5bZeH/OUD3jAWf+npMzQF5P/UoWAChEA5UJe54WkHoCdZxoxKlf0HpOYct3UBSYRt81vPam8wjTi0cIQS70lB284K5eKtJQIywB63KTSngYsFPOtPeUD842ZhoYLTmMGnussM7id3oWTgqhYcHqXdb5TcqzMMS7dWfIaTlaeylepZ52k0986DcRo3EFjVCoaOcPa5Am+zZgxY3R7jP01ttFohMa2vGmjJZVvnOWxp3xj8przXumPXuZ9Yme+YRue3qc4gE4x39R8Y0PJmSdSkm88pZHyxtBM38u33npLz6ynt2ynUFfIsoXlDT0C0WBDhbm09T6e8gTPZ/nlrPfd857kGyfl9Ls+aNAgbbDKNqQRT/ULj92qvGGeYdvQlFee8pbkG0M5Yy7pOZGGP9RV0isvJ/hQL208wnjKE6ZskXyTMfPE//JW1GWxvqLHcJZVRuhVmpMuaXyflNwqr6VE95HUtWV/2iDA8ZAHH3xQTyiksYgnYSQE6sE4kdd4QDNlDessp7B+MsckfzjJpM91eptSoTh1v9sYK5vva+od82bu7Rvud0/jnj/cj5tzzD3MtWWZvgiwD87fP3U0/DPOfIyjFn7fW317T2mk/Zu+8oGnp2VeoF0GDVLpsIXeVjkphxGqjGdMT9/e5BdTNqQkjaf7y760TYD2WtOmTUs2qpmnPrYzf5g8YvaZN+a2OWb2yTL1CWQaA0V6MeKgsxHObH3uuecwe/ZsvYsVJz1jsbPGwpEuY2lpy0zLdSoVOUDCgUQOkDiF55rZHmbJfU7htgn54dwv63efAF0EG6GnzCFDhmgltBnMMseoeKbrV3rk+Pzzz81uveS39PSNOSOag9P8o1LRU16RfOCCMtU2GJbLGAWwkzVixAhtxGy8KHr6xuZ7mm/I37vZZ17E5ItbpWEn3pMnIXMdWf7zBKiMo9fTtm3b6nLehOylEbvxarh+/XrthWXKlClgCGA2kmbMmKE9a9HQnZJcPjB1gqf85J5X/vk3ljt4IrB06VIdPoledZkH+MfZofSCa8L0me9IL2D04kVh/UBPThxAoHj6xtzvrP+TyyumzOA5InefAL2pfvzxx3riiskHRonCbYbymzdvng7vSE/cJg3zCjvXNFylmLziqW4w35hpzO9fn6T+44BTVFSUtBUNkFRasu1PBezgwYO1EQK/MwcI2Q/guntndtasWaB3dhonOsMbmXzg/p2d5QHzAzvWzENOcaZx7k+P6xzMoAEnPdSb3wwZkjO3KYaVp9+MOUZW7sd5rpMV07qnMfzNb4/niKQfAgzpQ++k3yqDDxonzp07Vw+kmjeoUKGC7cmWs+1Hjx6t624TFoh5wuQBcw6XzCcmT0i+cZLJGOv0NMV8891332mDIbbdWUZTTJniqaxw5gn3fONeR3sqk8w55joZg2bmegvmG7YFFyxYgHLlyrm8PPOV0R1w8jPTUV9kvCh6Km9oGMv2g8kTkm9ckGaYjXfeeUd7iWH4b2O4wZdjnmBfwhiVmRdmWWHyhKc6iOUTzzHlFdOa8sV5Da6b65j9sswYBKirNFKkSBEMHz5cD9qyv0rxlG9MHpF8Y8jJkgRYB9E7Ivtf8+fPd4kWQo/A1G+xnGK/jM4bWPZw3YyP3KreSsk4mXyJtEuAem/qNZs2bao9jnt6UrZzqDOnfoRGikZMWXOrNjXTJ5fGXE+WaY/A6tWrdflB4yHqvIzczrc3dZM591ZtIKZzpjHnyTL9EOBk74cffhhvvPGG1qF///332lEUJ5c6++Tu5QLfkN/e5C9p/6afb347T2r6LpzITjsbCo0TaTy2ZMkSvc084J4/TFlizmcas0+fpP4z55g0Zr8s0w8BOhKijRbHYdge5bg9DZu5br53UvmDdjm0ATOOI0x+MG/vLF/MPlmmPoFMY6DoCTWNDKKjo/UhDi4zw/fo0QMlSpTQfwwZRS9J3F67dq1WSDKUi1EKmGvSutsoMIsVK6YL1OTSmPNkmTYIMB+wE86OuxE2pujphR6S2HhyhmFkGg6YefrGNIKl4Rkr1aIqzJinNO6hgsw9ZZm6BOhWnmLKBH5jel2lUYoRM5PDfMOk8gEND/n9KZ7SMF+Ya+hE8l+qEOB34B9nEptyn9/7lVdesT2mMtQFZ/U0bNjQfsZatWppj5usFyj8xnv37nUZfDC/fVM3eMoHzE9sNDHMk0jqEeC3Yohnel4y+YCGiTR0MIMD/L1yUJINXadw2xgs8RuzHcH2hBEOXLJBbH7vSeUDpucxkdQjwM4ODQSpnDX5gEYuP//8s97mt2VeoRdVDlKbNGwv0HtezZo19cOb72jKAO7kADXrE5MPuKQXZ2dnifenoZopM1KPROa+Mw3UaZzcrVs3+xtToUbjKH5zepowQmMpKt4YuoTpncIBanrxcuYDHue2+cbMK2x/sv4wwrYojV1NXjH70+uS78YBLv4+zG+G3ssnTJigt/lenn4z3O/OioNnzpB0/E78PTp57tu3TysveD7Fvd12c6/8nx4JMFQqvzU9GSclpi3PvELh78j08c05nMFPZZcz3zh/g0wn+cbQSv9LGnawPDb5xlN5w7Y/Z+6bcpdL1u1GAUoKLJfZ3nPmG/fynfmGbUVzj/RPL3O9Ab0CMdQlDTjq1at3y5f3VN7Qu6JTp2T6h7fKN2wvOA3bbnlzSZBmCHDQnqGdOWGNoXidwrKAbXu28Y2w7c/+oSlvmIZ9BOPllelM2XKrfEMvMtQ/i2R8Aqa8ceoqTfli3j6l+Yb6J+MFy5wry4xJgO2WBx54QOuoGP3D5CPztswz7777rt1HowEayyz22YwXYZZRJm+Z89jeYR6iLoztnluNk5nzZJm2CFAfxXEv1l2c1OM+7sWnpRfyVq1aoW/fvtq5h/MNOO7Bdran/GHqOLZteN3k0jivKetphwDHO2iYyiiDnMDrFIZnDQ8PT/Rd+Z3Ntzf9IU/f3tm+Yb3m1PFwIit1POY6zvvKevogYKJeOCdwM9QqnQSZcTR+X+rYORZjxPS/nflD9DSGTsZZmu/rHF9jX5h1iulHJ9X2YH3CMVwK85Cn8oXtE2OglnGoZZ434TdlvWPGDzgRkGMK3J4+fboGkVT+YJuDRq9JtU94bZP/Mg/RdPCmamAsU4hq4Li8p1IMWcrwwGrRooXLfufGgAEDrGrVqjl3WarDZiklkKUaUHq/qkwt1cmzvvjiCzudmp3mcl1VMVsqK1hqoNtOIyupQ0ANSLncWHW+LdXg1t/UHFADV5aq5Cx+R+XZxux2Waqwnpaq7CzVaNb7VcffUp1yS1n/2+mU9b+lCkyLxyi8rqp8LeUFxE4jK6lDQA04WUoJ7HJzNXNUfx8eo6gOkqWMTS3ldcNOp7yu6rxhdixbtsxSChlr27ZtZpelZh9aKjyCvf3ZZ59ZKny0pRrdep8aNLVUJ95SYYXtNLKSdgioRrGlDCfsB1LeEnX5rQY27X3KuELvU14V9T41qGDxPBU23E6jZnxYysDZ3laDXTqNUubpfWr2h1W/fn3rkUcesdPIStohoDo8lvKu6/JASnlnqTDQ9j5lyGSpWTuW8qCi97HsULO07G3uHDZsmJUrVy67HlCTHnSZoTxs2NdhHqhbt669LStph4AKcWN179492QdSihb9nZ2J2B54/vnn7V3Kg5ylJi5YakBS71OGVbq+cbYdWScoA5xEdZN9EVlJNQLKU0Ci3+gvv/xiqU6vxfZgUqIUcta9995rH1YeeXXdoQzf9T5lFGMVLlzYUqGk7TRsI/K6yoOFvS+jrVSvXt1iH8spyhjEUkae9i7l2VaXlSwzKWxLsyxVg2h2mk8//VSXuabdpgzLdT3LetvIM888o/t7ZluW6YMA20jufXe2tdiPUoYg+iXYFzd9LPNWQ4cOtZTS0mJeoCijc0tNRLPP4T7lhchS3hYtpfzkpsV2Gc/hb9qImrBo1a5d22zKMp0QYN9OKS9dnpbfVxnxWCoagr2f/XOW60Z+/PFH3edTXmT0LuY99vOd57z55puW8ppnUXdAYb+A+h0V9kxv87/OnTtbTZo0sbdlJf0QUOEtLeUFymLf3pNQd2i+vTmuBmt13qI+kMJ+AetvNcnZJLFefvll3e9nmUZRg3I633Bp5L777rPY3hRJfwRUBA5dL61cudLjwzPP5MuXz6VPOXbsWH2OqeNY7lDnpEKI29dQhiBaj2h2sJyhzol6ZSPUY3fs2NFsyjIdElAGY7o8MDpl8wps17KPYITlx+OPP67bvGYcwuifVEQok8x66qmnLDXh0t5mu4btG6f+SUWSumXf1r6ArKRrAmwjsx+qDEJ0/ZSSl1ERZrTOwplWGSrq+tG0kViuKQ/mFsspIykZJzNpZZk2CChDIF3PKAPWRO0b84Rs6ypDNJdxLnPMLJWXIz1GYsbOeF01wd9Sjj5MEj0+ev/999vbKsKCLvuUZ0Z7n6ykLQLUW3Gs+6233krywVjncMzDjK2pyVy6/FAGJPY5Sel4OKZCMToeZYBin8M2OfXqRsdjH5CVNEeAbRH2h1VIVpdnM/1kp16O+k3mKfOt2bfitprsb5/7/vvvW8rw1dbT7Nq1S7d/lWd7O82jjz5qqUhW9raspF0CHAdh/nDvQ1MPR93uBx98YD+8ilCn065YsULvU44B9LbTlqZTp04Wx+WMKEcCuu/tbJ8oZxIuYzEmrSzTHgHqUpzj5kk9IesE6nSd8uWXX+rxWNOHYp5SxomWcjhkJ+vXr1+i9gn1yWpChp1GVtIGAXruyBTCRjONDZULe6tnz556EJiFodOwyB0EfyjuBoo0MuLAs5phpDM9Fdw0MnEOkLACpUESByY56JgnTx6LAx0iqU/gk08+sWh4QgUPDYj4LVk4UTlkhPmDFSgHplR4Z/uPBmxG2Pmicofns/BjWhaERkHNdFRS05iVDSem4XHlmSlRxWyuKcu7R0B5PbKU1zpLhem0nn76af07Vxb2LgMKfBo2nJk/qHxRXpL0IIT7wAUH1Dlgxd+6mlmoG9Nqho/9MlQiKo97ulJUIeQtDswra/1EA6/2CbKSqgTcDRT5W6fxGAezaXDEvMB1flMzuM0HVrM7dOOIDSAasXGQy32wokOHDjrf0ZCZhqysG8wgeqq+tNw8EQHWE+5GxGwvsFHMup3tA5bvbAuwY22Exko0RGO5wjqG684BJ6bjubwOjdjZwWIZYwyWzHVkmTYIpMRAkQZmNER1Cg1Q+e1p3Mgyg9+Yyhan0HidRhNsW6hwKTr9zJkznUlkPY0Q4OQEdyNiflMaKDvbiVx3TmpgmUHlKgeHXnzxRa2EYT/EKcpDp/72bI/wPqw7lBcnZ5IMt+7JQJHGGhzM4GA7jRdZRpKZUzgpgIP4TzzxhEXDQ/5+OJDmFBVGRhsWsd/XtWtXrbBavny5M4mspwMCbDszP7Rr107Xp5z4w98c+1RmsIKGGlRgs33OcpT9MhpwuJfHNBZieczfHgdSuE5lplPYLqOCnPUy78V7c/BMJH0RUN4y9e+fBl8sI9jGYpmqvKBbnCBmRIUO0uUH846po93zDY0TTR1NvQHzjXPAjddiv4A6H5ZZHOBlnUBlukj6IsABVep+2C9zr9ONISH7/+zvc1CMbXzlFVgbxDuNWPnWHGRjnqMBLPV/zDfz5s1zAcL+Acsu1nEs41jf7dixwyWNbKR9AjT6Yr6hAaJ7vlEep+wX+Omnn3TbhW39Pn366HaJCnFnH+cKjetZx7FMYd+BZQ/LKaewvGIepc6JfVHqI5QXCGcSWU8nBNh2ZZ7hICrzENs23DbtVeYZ9i9ZhrDtUrlyZZ2HJk+e7PKGr732mq532OY1+ifnQC4Ts13NCXCif3JBlyk2OKDL/EXds7OMoh4yKfFkoEjjIxoEUPfFcQ2Of6loQdoBg7lOSsbJTFpZpg0C1D0wf7iPezkn8LDPznEStqOdeejDDz+0X4LGAUWKFNG6EuYP5eFI67qN0RoTss/GNjLb52z7sA3kHF+zLyYraYYAx7rZhnV+d65Th2mETj1Yv3C/mZBDvZeZlMN01HM7dTzsN/0dHY+5pyzTBgEaDPK7sz/EcoSTI7jtbKdQF8c+Efs9HANhOcG6wxgU8U3GjRun8xn7VkZP47wG0zC//F979wJ/dz0/cPwTaYREmUIuK4UkRRdTLrXkMrqI1IhcohZKIpeM0QVprTSkElGPXFompDE0a2ptadNFF1RimnIXGef/fr3/fc7je87v/Pb7nfVrW9vr83j8ds753s75Pn+//X7f9/f9+bw/3fdpanzGetuqJ8D9bH4eKP7Ezwf36XjdvE/CAFF+xxBbE//wPe4u4ELcRCd5fn4oIsW99WaMxd8Zrmma1yf8nFEgyrbqCvD/nZ8H+mUQ//Kcr+b9uuan79VBkX5YXI/Wfjnk6Hlei0OxP79r+J1DLqden3A9291htvlePl85AmvxtvHLYrVvTMsTCePCY/wCy6l39tlnnxI3BAc9d6b2pLxwdCrp2Iayokz7e/PNN2dZ0PhlmlP6Njdi2g6mhIv/GCVuOJS4QZ6l75vb+HzFCzB1X1xIFaaAi+RXiV9UJRJRhWnDaosRyjnNSn1dH+OGYIlRX/VliY5L+T2ODqlZ1j4CvAFTJjD9HFMjUK48RhmW+GObU0C3D+KTlSLA/2F+DpjCPToXlbixnFNfxB+zAZ8nEhIlbhDnNL9xgT1g2i5+hcZNxBKj/0p0ei78HEQCo+M40ZEtfw4oTR4XTjmVvOWmO4hWmReRyC5xYZTTlNQPxf/1GJ1emJaSRln6uNk74Pc+f2P4/cH3luk+o1NyPUQ+RqBeovNKTpPB7xN+VkaPHt2xjS9WDQH+T48ZM2bAVF38bY9OMjnlBL/TI1mUpcObnzqC5cLUr5So5+ckBjo0V+dzpo9j+uAIwvIY/F6wrXoC/J+OJGGJwQWDfrgYFZjXgkwR3mz8feHniN//kUjseYw5c+bkVILR6SqvRSIB1TyEz1cRgRgRnNOPxE2R9ifibwW/07tbBL85BXhdzvVf3GTLaaNjBPmAmILtFi1aVGJ0cV5Xxk3dEkmAuvtq+cjfU667iI+ajSkQo0N3Tt/A/zmmFOpu8+fPz7/HXHvx/YikSvcmec3GtVvc7Mi/xb2u7Qbs5IJVTiA6CBb+7xGLx83tEjedCv8/mLKDxu9WruWjI3BO2cw1OOu7fxezbVSBKNEZOGNx/i5Hwo3FHS0qDZUYsV3ixmf+XeYawHb/EuD3Aj8z/OwwlXckxPL3DL9LmA6o2Yjf48Z4/hwxdV3crGyuzucci+s1fua4l9PrZ4ufK/6Wc08pOhblPYEBB3LBKi3AfQF+Fnq1GKiS01hyv4DfN8SC0Um61PtCvaYI4vqe6X4j6VKiqmbeA+o+dgxIySnOopNZ3h9yutVuoVX/dXSILnwfe7XohNFxPyg6Z+S2TCfPOq4Hu9usWbPy+oW/d9HZbMDUhvx+Y1qrefPm5T0n7kFzLWW7/wlEgrbw1d3GjRuX96ejumb+vuHvVFSCznvVXLv0ui7x/lO3oq+rAPElOa3uxj2qGHjRvThfc7+aa5ru9ZHMzXiWv4FM08l9zOho1HGM4eTJOnbwxUoV4G8OsXd3I5fB3yka9yfIaXU3ptVs3q9gG3KkUcUq74NwPcz9rWa75ZZb8meI32/RWSXj+OZ6n69aAuQtuN7tbjETYcc9HKbo5XtPvB6VsPLeC79jmm0493j4mzh9+nSKKA16j6d5TJ+vXAFy6tw36W7cm6v3tPleEkczTTz3bbgnR/49Oit37MbfKfInxOr0v/A+TQfP/fIF91DIh3S3GJjXEbtwnUIsFR3T8u8CfS5iwHHHbjFTXd7f4ZqDvy0xgKdjPdcn5OhisF/G7DG4Z8D1SccOvljpAtw/o39Od4vBfO17vc11/CyRB+Das9mik2L2y4lBg3kPju8993KbbTjXJ83tfb5yBNaYDoorh9d3VUABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUGDNFOgcSr5mGnjWCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCigwwgJ2UBxhUA+ngAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAKl2EHRnwIFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFBhxATsojjipB1RAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAATso+jOggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIjLmAHxREn9YAKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKGAHRX8GFFBAAQUUUGDYAv/617/KvHnzyoIFC4a9jxsqoIACCiiggAIKKKCAAgosn8DixYvLj370o7JkyZLlO4B7KaCAAgoooIACCiiggAIKDEtg6dKlZeHChWX27NnD2t6NFFBAAQWGL7BWK9rwN3dLBRRQQAEFFFiTBcaOHVse9KAHlVGjRpWLL754Tabw3BVQQAEFFFBAAQUUUECB+1TgwgsvLMccc0yhk+KUKVPKnnvueZ++nwdXQAEFFFBAAQUUUEABBdZkgQkTJpQ777wzOynedtttazKF566AAgqMuIAVFEec1AMqoIACCqzuAlQRPPXUUzNIWZHnOmPGjHLTTTetyLcc8F6XXnppOf744wcsv/3228tXv/rVActdoIACCiiggAIKKKCAAgrcWwGquE+fPv3eHqav/f/0pz+Vs846q699Rnrj8ePHl7lz55addtppwKGpqvjzn/98wHIXKKCAAgoooIACCiiggAL3VuDMM88sN9544709TF/7//SnP80ZvPraaYQ3Js913nnnDTjqf/7zn3LaaacVHm0KKKCAAssnYAfF5XNzLwUUUGCNEHj84x9fjj322I5znTRpUnngAx9YZs6c2bH8ZS97WXnta1/bsWx1ffH3v/+9HHrooeX3v//9CjvFa665przlLW8pj370o1fYe/bzRhtssEGZPHnygJ+Lfo7htgoooIACCiiggAIKrMkCdMCjWjnVGmpj4pPHPOYxZYsttqiL8vFXv/pVxmU/+clPOpavri++973vlZNOOmmFnt5HP/rRsmDBghX6nv282d13313233//8t///ref3dxWAQUUUEABBRRQQAEF7hF48YtfXF73utd1eNA5jRxYd/zxnve8p2y11VYd267OL97//vev0HjoL3/5S3nVq15VHvrQh66SrMTqVLifNm3aKvn5/FAKKKDA/UFg7fvDh/QzKqCAAgqsHIGdd965UJXhAx/4QPsD8HrjjTcuP/7xj8tuu+2Wy5cuXVpmz55dPvGJT7S388nICpAce9Ob3lTWW2+9kT1w42hUCDnssMMaS/7/6dprr13OOOOMAcubCwjY2ZcOrPXnorne5woooIACCiiggAIKKLBsgec///nZ2eySSy5pT+X7i1/8ohBv3XrrrYXppR73uMflQYjHSJDssMMOyz6oa5dLgMFon/3sZ8v111+/XPsPd6dvfOMb5dvf/vaAzXfffffsfDhgRWMB2xCHnXvuuQOSqo3NfKqAAgoooIACCiiggAKDCBCDcd3fbMRaNQfWzJeQG2N7230jMHXq1LL99tuXpz/96ffNG9xz1Le//e3lrrvuGvAen/rUp8ro0aMHLG8uoJPqPvvsUw4++OCyzjrrNFf5XAEFFFBgGAJ2UBwGkpsooIACa6rAC1/4wvLud787S5aT/GJq48svvzw7In7ta19rs8yfP79QVZDtaYx0+ta3vpWjq/7617+WLbfcMqv/PeIRj8j1jECj4t64cePydf2HTnBsu+OOO+YikkFf/vKXy+9+97syZsyY8ra3va1dQZCE0dlnn52BwBe+8IVy9dVXl6c97Wll4sSJ5SEPeUjuz3TEN998c9lvv/3qW5RFixblFFkHHXRQLrvooosyCUi1yC9+8YuZ/Hvzm99cttlmm9zunHPOKWuttVa+D8dvNipWnHLKKTmt1mabbZbv3exASCKRZBFl6UkcveIVrygvfelL24cgGUXAw/HxfNKTnlSOOOKI9vr6ZMmSJTmdGc7NRjUVqqz88Ic/zM9N4MZoP2yppMJ+z3jGMwo+//znP8vrX//6Mnbs2HLllVeWL33pS/l9pSoj50p7+MMfXo488sjmW+RzPt9wGhU03/Wud5WFCxeWZz7zmcPZxW0UUEABBRRQQAEFFFDgHgGu46nIQUJszz33zKVc1zNwjLiK51TMo7HNc5/73PLgBz84XxPnfOc73ylUVhw1alShwn2NPajIePrppxfiHN6jtltuuSWnrnrnO9+Z+xBffPOb3yyzZs3KGImBRyRfavvud7+bsUuNnYgxXvOa15RddtmlblJOPfXUjPOaFR+J6Yiltttuuzzupz/96TwPYrGf/exnhViKz8DAKKbMYtpitn/HO97RTvrw2WjXXXddngsee+yxR3n5y1/efm+eEP+dFdMy87jJJpuUt771rYXPS/vzn/+cxz/wwAMLcR5xC++79dZb5/rmP8SGdP584hOf2Fxc/vCHP2TceMMNN5T1118/z71+hilTppRXvvKVeU58f3h/4qOHPexhhenRLrvssoxrSXKuu+66eVy+t0996lM73oMXG2644YBlvRYQ433+85+3g2IvHJcpoIACCiiggAIKKDCEADmto48+unB9/5SnPCW35lr+ve99b/nIRz5SiEPIj5DzIk456qijcpt///vfhfiIHNQdd9yRcQPxVo09yNmQn+medeyCCy7IgWY1hiC+IC/GVMobbbRRFqkgPqIxlTAxBtf83//+9zPP9NjHPjbjpDrTFjm0iy++OGf8yp3in5o7I9dEXuqKK67I/NmLXvSi7IxJfEilQqpH/vKXv2zHV+SWiE+ajfNnymNMeE/yb3XQXN2OOJSK95i84AUvyFjvAQ94QK6mUyeFMYh5iLH+97//FeLB7sb7kMeik2B3471nzJiRMfGmm26a+T5yaQzmmzNnTsaFVDVcvHhxxsHE0r/5zW8y9uN78OpXvzrPtR6XGK1XFXriu6EaPsRy559//oDv7VD7ul4BBRRQoJT//+ughAIKKKCAAj0ECFhIOs2bNy/Xzp07NwMsOvwR1LCORqKMjnZ1ZBMBSe2EuPnmm2cnvec973kZoLA9wQGBTLORQCJ5REdIGgHXs571rEwskZyiQuO2225bbr/99lxPBZH3ve99GXAQhJH8OeGEE8ohhxyS6/nnBz/4Qfnc5z7Xfs0TzqVZ6ZFOggSVb3zjG8sjH/nI8tvf/jaDMBJrBCoEXSTBCKz+8Y9/dByLfXDgHL/yla/k6DmCMBqdE1/ykpcUKh8SlHJskonHHXdc+xgkCUmIMdqKjo01udje4J4nnAedO5vTBxCwkQwk6CUgIjCjIyRONL4HH/rQh8q+++6bCTGScTUAZR8+D4aM+CNIo5EQpENj9xedRofTOCbJPQJzmwIKKKCAAgoooIACCvQvQIKM+Ko2kjHEIly387w2tmHb2rj2p8MhHQOJqYgDSGbRuE4nYUPM0mwsIx6iQyON5Bmd5+gcR+Lr0EMPLYcffnh7F2I8pvkicUX8QnxEJ0YGsdU2efLkctVVV9WX+XjyyScXqkLSSAQRx+21117ZEZI4js9BbMVnZjAVCS9itg9+8IO5T/2H+IUOgCSOmPaLYzBgrDY6OxIzkagihqQDIjElnTZpJOJ4b+K0GtsSt/VqxDTET83GcYmVqHhI0pCBccSgtZHYxJBOnk94whPSmw6exF987zhXqrPQ8bI2pu/ujr94TXJyOI2fAZKixHs2BRRQQAEFFFBAAQUU6E+Ain3kV2qsRYfBm266KTsKki8hpqCRd6FzHbEZjYIZdLQjp0NejPiCQhBUvadRoY8ZsRhYVRsFLygYQYdG2rXXXpuxAHkd4hfiOXJgxEQ0ck01dqIDIIOniN/Gjx+f6/mHz0dHymbjOOxHB0can51YhQIadFjkPBjQRg6MznvENRQg2XXXXQdUkD/22GMzriHO5HM+5znPyYIi9f3IxxHLER/y+YhL3/CGN9TVOSUyM7QRx9EoktGrcR7k5rpjsA9/+MPZuRBPOjnSkZN4i0ZBD2JGOntiS0VDzoepuTlXOkmSR+Nca46T/bDuFYMNpyIinVWJwci/2RRQQAEFlkMgfjHbFFBAAQUUGFQgStm3IgjJ9REMtCKoyucRDLRmzpyZz6MyRysu/Ac9RnRkbEXipRXBU24TQVorAqFWJFLa+3zsYx9rRVCQryNp1YqETotlzRYVQlqREMtFUX2CEhqtGFXV3iRGn+VxI3DLZdE5sBWJvPZ6nsRotFZUY2wvi4CwFQm4ViR0clkEZ60nP/nJ+RUVI3MZx4ukXisScvk6OvTle7NvbRFUtiK4akXFj1zEY3TabEUSrG7SiiCyFQFrK0bb5bJIjLUi+daK4K+9Ta8nUcWyFUFPxyosMYxKKR3L64sY4deKpF0rRsvVRa0IkFvR4bIVQXEuq86RJGtvM9STGK3XiiRfKzoi5vEiuO3YJYLR1t57792xzBcKKKCAAgoooIACCigwPIGoxNCKRErGEcQmXL9H4qUVFThaMTAqDxId7jIeiSTaoAeNqoUZg9UNiOW4jq+NWIBYJDoH5qKogJ/xQySz6iatBQsW5GeJwWS57IADDsjPU2MnFkbVjVZMkdXehxioxk114bOf/exWdOTLl8RWxHExGKyubkVyJ5d9/OMfby+L6hqtqPbYfh1Jt9wGi9oi8dSKRFiLeJPG+TWPy7JITLVq3BaJxjxGJMhYtcxG3BZV7ju2iUqRrZgFoIVdr0b8RbxUWyQp8/2I52rDOTqQtqJjZF20zMdIfGbcRfzF+UVyrWN7zh1Pfj5sCiiggAIKKKCAAgoo0L8A1/gTJkzIHYllopJ6PifPQcxBi6l9W1HIIZ8P9k/MDNYiJ0WLzoEZjzXzV9GxrhXV1dv5IGKpKAbScbgY3NSKzny57G9/+1te68cgsvY2Uekxl9W80Ne//vWOuIkNY+BWbhOd+nK/E088MXNJ0SGyfRziiuiY2CJXV1tUvG8RN9ZGbBeFR1rEpTTOKTr3tWOuqF7Yik6cLWKW2ohVWRadLHMRsVB0/GuxfFmNvB2xb7Ndc801regQ2M4rNtfxPCrn53lyvrXFYLo816gMWRe1dt9991YMvmu/HurJpEmTMgaLWcLykfdptqjy2CI/alNAAQUU6F9g7eXo0+guCiiggAJrkACjgRg9RqUMqnQw6otWK3gwoomRU82qhKxnBBFVEP/4xz/mKKVI4rRHX1GNg0obcWGf05KxPVMOM4UzjZFjjPJi5FpzKmmqSzAtVrPVkVcsi4RNVuRgSmhKvA+3Ud2xTj/NCChGYlG1o1YSYeQUFQr5TM1GhY/aHvWoR+VUZlQGoRIk584+0YmzbpIj1pgmm9FgO+20Uy5n2jWqfyyrUeGQ4zcbx2VKN0Z6DdYYbdesvMFIvuh82R6lxggyzrX7vAY7HsuZnm1ZjSnjGMVmU0ABBRRQQAEFFFBAgf4FqMgRt/eyygXxBFUzqFLOI5Xoma6LuIxKHZEAa78B02YxZRZV/qguwWuqfzAVGbEOVSxiAFjGIpFoyWrzxGp1yjGmW6biBZU/+KqN96HaBBUBaXy+Gjvxms/Ge/bbqGJRW63EX6c5YznLqCxC1X7iQhpTrhHj1EZFeSo+MtVaDELLR6bzasaQVI/sjiGb01bXYzUfIxFYiNuaMRgVOXCnCmWdrqy5T30+nPOikgnfxzr9W9231yMO0VG016pcRrUTvkd8r20KKKCAAgoooIACCijQvwA5MCqd08iFEfPQeOQ1M23xyHbNRpxBRUPyUVQlJI/DbF80qi9SeZ68F1UTaTynwh/5IOKLWbNmZXX1ZvxC7NMdvzRzYFRyZxtmJFtWbijfsPEPeSFyQbURZxAzkqurjWXduSI+LzkzGufE1NC1eiAxJPkn4sFmTEiOiHMgX0eLAWuZl8oXg/zDzGnN+IvNmFmMeI73HKyxT3Qoba/mHDBi1rPaWEZVzOE2KlLyNVjjPY2/BtNxuQIKKLBsATsoLtvHtQoooMAaL0DQFaOcssQ7U2bRqZBGB0WmTyZZQgKnGZxF5YvCNF7sR0c8OviRNCLoqo2y71Fpo0ydOjVLsZNsI2CjMfUWjfcj2VIb5d9rUNNcVp/X6aFr6fq6fKjHGLXWsQnH6S41z7Lu4xIcNRuBSZ0umXPg68ILL2xuUqKiRkdCj2BtqIZBNanbkmhk+ulltV7nRRDZbL3Oq7m+3+ck8prfs373d3sFFFBAAQUUUEABBdZkAWIKOhCSAGOKK+IppuEiCcV0Wizni8FKdUAVnfii2kV20qPTHscgYcWgqRrD0IFv5513zqQYU5ER1+2xxx6Z8MGbeIMpm7vjF5JBzUFPw4mTur9/dLjsbs3j1DiuGb/UZc0pmDmvZquvmTatxkvEp93Jp6hM0twtp7DuWND1osYzdAqtjSnPGHQ3VAy2POdV32N5HrHle0xHRZsCCiiggAIKKKCAAgr0L0Bui6mJiSMYlBQV8vIg5MAmT56cg76Ydplpk2tjmmHyWUcccUROuUwMwQCrGn+xHTkwYi+OyxTITNNMpzsa8QWxDh37GDjWbM0OiSxn32Yj39Z8n+Y6ng8Vf7EN8VYzdqnLGOzWbL1yYHXaajo48jm6Y0jiLwa/1TacHBjxTDP+Yt+o3D9k7NbrHHotW5ZX/ZzDfeRzGn8NV8vtFFBAgU6Bzl4Knet8pYACCiigQKFCIomqz3zmM4UKhrUyIcEZ1RQJqlgepd3bWmeeeWaJUvbl4IMPzmUERBMnTmyv5wnJMDooxhRXJaajKlFmvZ342mSTTXJbRqZR3XB5GyPR+OzNxmi2kWpRlj5Hf9XjEWjWUWicA50Bh6o4WPdd1iPBHFVLmo0KJt2BX3P9ynqOL6PxbAoooIACCiiggAIKKLB8AiTI6IRIB8VavYMjEYORMOPrwAMPbB+c12wbU2Dl4DBWTJ8+vb2+PqGKYkxvnF8XXHBBIalWG/ELlezvbfxCJ0OSbc1GtcCRaAxqozJJrWBIPEaj+j2VP1iOC1UU700jWcfxmrHj+uuvnwm86667ruy666735vAjuu/ixYuz46Qx2IiyejAFFFBAAQUUUECBNUhg++23b8/mFVMDt3NSDBxjkBLVFYlDmrEZ1etjOuZCsY7apk2bVp/mIxUOqR5I5UQGVxFzMWiMRlV6Yiequx900EG5bHn+4RjdObCRir/4PL/+9a87PhY5MOIvGhXhiZ04v1plsWPje14sa13dnhwYVQnxZoAejRzYrbfemjMErEodAokTa560fn4fFVBAAQWGJ/CA4W3mVgoooIACa6oA02iRnGGkVzMAI5giEDnllFM6luNEUETFjtro3NhM7rCcEWVMJ0YVRkrYM5qsNi7uSb4dddRRWWa+LifRRYA43LbllluWRYsWtStoEJidccYZw919yO1OOumkdlXIyy+/PBOFtdw8yT9Gw1Hiv9nmz5/ffDms51gwko7KKLVNmDAhLfCrjeqF3aPt6roV9YgDn9emgAIKKKCAAgoooIACyydAB8Wrrroq44nmtTXP6VRIRz22qY0KEVSEqDEXFS2OP/74urr9yPRcVL8nkUaHu2ZlQap/XH311e2pzepOxCHdlSzqul6PTJ81Y8aMdtUO4q+RSpCRsGp2oKSyyRZbbFGI+0jw7bXXXmXSpEkd020RI3Fe/TYSh8Q2tdH5kWr4J5xwQse0ZyTMVmZjIBtVTbbaaquV+TF8bwUUUEABBRRQQAEF7rcCdLKjUMaJJ55Ytt566/YMWMQALCc3RszRrKZODNacDplcEIU4uht5L2KYs6KCPTmj2lmPTnjEF8cdd1xHLo24buHChd2HGfQ1hUOI16ieT6Oz4pQpUwbdvt8Vp59+erta/W233VbOOeecsvfee+dh9t1338xHHXPMMe34jxU33nhjVp3s572YOYDYrTlVNJUkySOSJ6SDKI3HGvf2c/yR3JY4sZkrHcljeywFFFBgdRewg+Lq/h32/BRQQIERECD5Rce3ZnKMw/Ka5VRZbLajjz660HmPkWcEdFTv4Hl3IzijMgjBWHfZ+nPPPTeDGjorEgQytTOVGmfNmtV9mEFfU5Wx7st0aDvuuGNWahx0hz5XcG6bbrppGTt2bFocfvjhZdy4cXmUXXbZJTtvco4EiSS46NQ5fvz4Pt+l5DnQGZRqlbUxeo9k35FHHlk233zz3GbjjTcul156ad1khT/S+ZKpp6mOaVNAAQUUUEABBRRQQIHlE6hx1913353TOtejENswjRZJmh122KEuzniE2IeYidiNqu4keLobSTQGVFHFnmRYrUzBdsQ2JM6osLjZZptlfENVPj5LPx0UiQVJznEMOitSqXGkOs8R05122mk5nTUD6egIyWeuST7WERMRozEF9rbbbptTgvWqJtlt0/16//33z4r1NRHG+k9+8pN5LvgSWxKT9XLuPtZ9+RpfBv7VqpL35Xt5bAUUUEABBRRQQAEFVleBmgPr7njGa3JgrG82pnaePXt2xjzEZocddljPvMh+++2XA7bodHjAAQc0D5GDn7bbbruM38if8XzDDTcsdAocbqPyIDOZkV8jXiJO6pWLG+7xurfbbbfd2nEPeS7in0MOOSQ3I3dHgY6TTz651KIjvD9xGHmifhrnzQA6YtXaGIh1/vnnl/POOy+njCbHRjGV5qC1uu2KemTa6UsuuaQQL9oUUEABBfoXWCum3Wz1v5t7KKCAAgqsSQIkwfji4p9kWG1cjN95552ZBOousc4oJqoXMqpsm222ySCMbQgqmo1puVhOIqlXY5oyyshTEYPqGHWUGkkyRmyRNKsJKcq/U7mRjoCMeqORUJo7d26OHCOJxLacC+XhaUuWLMmOkKNHj87X/MM0Wey/wQYbtJfxXkwZTaURjknVEt6H86Qix5gxY9rTO7d3iidUL6HjHp+XToYk6WoikEoio0aNyvL+zX16PWf03syZMzs6KbIdgd4VV1yRpe9JlNXz4vtCQnOjjTZqH45zpVVDnnOu66yzzrA+A9svqxEIc6ypU6cuazPXKaCAAgoooIACCiigwBACxDV0OiPmaLbBlrMNcQHJMzoqEstQ3Y9EUbPzGvEJ2zD4i/imu1G1neNQeYMYjUohNbbqFU8QdxDrNOM5jk9lP2IspjQjlqLKPjEdjRiQ2IhYiFbjOGKZtddeO5cRyzBtdf38xHB33XVXxjeXXXZZVoKkEyKdLrvbDTfcUPjiPUmQ1c+2dOnSrHLSfJ/ufetrPhMJOOKw7kFmVPWnKgixIedXY2TiVlzXXXfdPAy3XFnWPNd+PkP9LIM9EgviM2fOnIwzB9vO5QoooIACCiiggAIKKLBsAeIfKrbTUW699dZrb1yXE1/VeKauJEYh90N+i06K5MuII4gJmo24jJwSnQl7NXJN1157bR6HwVY1BuwVT7A/2xNr1biDZVdeeWXmesjFkYNr5s6IG6ikz5TMtfWK47pzZcSeeBCHESOSVyL+6W7Eg6znfTh3prausd4dd9yR1f6bearu/evriy66qEycOLFcf/317Rwa66isSHzJDGvkA8mD0XjNedScGMv4DCwnBqutV66sruv3kRnl6ETJoDybAgoooED/AnZQ7N/MPRRQQAEFFFjhAgR5jDw7++yz83GFf4Ah3pDOlnQAJSAnaLUpoIACCiiggAIKKKCAAvdnASo00kGRqv+rYmMab6aVmzZt2qr48fxMCiiggAIKKKCAAgoooEBfAgwOozrhqlihkOm3qaLPNNd0BLUpoIACCvQvYAfF/s3cQwEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFhhB4wBDrXa2AAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgr0LWAHxb7J3EEBBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBYYSsIPiUEKuV0ABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUECBvgXsoNg3mTsooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooMBQAnZQHErI9QoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoo0LeAHRT7JnMHBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRQYSsAOikMJuV4BBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBfoWsINi32TuoIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACQwnYQXEoIdcroIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooEDfAnZQ7JvMHRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQYCgBOygOJeR6BRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRToW8AOin2TuYMCCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCgwlYAfFoYRcr4ACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACfQvYQbFvMndQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQIGhBOygOJSQ6xVQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQoG8BOyj2TeYOCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCigwlIAdFIcScr0CCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCvQtYAfFvsncQQEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQAEFhhKwg+JQQq5XQAEFFFBAAQUUUEABBRRQQAEFyOqd3QAAAF1JREFUFFBAAQUUUEABBRRQQAEFFFBAAQUUUEABBRRQQIG+Beyg2DeZOyiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiiggAIKKKCAAgoooIACCiigwFAC/wdSo3JHweIQ2wAAAABJRU5ErkJggg==", + "text/plain": [ + "" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "Image(\"https://github.com/sarahshi/PyIRoGlass/raw/main/docs/_static/AC4_OL49_021920_30x30_H2O_a.png\")" ] @@ -335,11 +1240,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 13, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "Image(\"https://github.com/sarahshi/PyIRoGlass/raw/main/docs/_static/AC4_OL49_021920_30x30_H2O_a_modelfit.png\")" ] @@ -353,11 +1270,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 14, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "Image(\"https://github.com/sarahshi/PyIRoGlass/raw/main/docs/_static/AC4_OL49_021920_30x30_H2O_a_histogram.png\")" ] @@ -371,11 +1300,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 15, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "Image(\"https://github.com/sarahshi/PyIRoGlass/raw/main/docs/_static/AC4_OL49_021920_30x30_H2O_a_pairwise.png\")" ] @@ -389,11 +1330,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 16, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "Image(\"https://github.com/sarahshi/PyIRoGlass/raw/main/docs/_static/AC4_OL49_021920_30x30_H2O_a_trace.png\")" ] @@ -430,19 +1383,32 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 17, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "ename": "TypeError", + "evalue": "'int' object does not support item assignment", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mTypeError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[17], line 5\u001b[0m\n\u001b[1;32m 2\u001b[0m P_ROOM \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m1\u001b[39m \u001b[38;5;66;03m# Bar\u001b[39;00m\n\u001b[1;32m 4\u001b[0m N \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m500000\u001b[39m \u001b[38;5;66;03m# MCMC samples\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m concentrations_df \u001b[38;5;241m=\u001b[39m \u001b[43mpig\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcalculate_concentrations\u001b[49m\u001b[43m(\u001b[49m\u001b[43mDF_OUTPUT\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mN\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mCHEMISTRY\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mTHICKNESS\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mT_ROOM\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mP_ROOM\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 7\u001b[0m concentrations_df\u001b[38;5;241m.\u001b[39mto_csv(\u001b[38;5;124m'\u001b[39m\u001b[38;5;124mFINALDATA/H2OCO2.csv\u001b[39m\u001b[38;5;124m'\u001b[39m)\n", + "File \u001b[0;32m~/Documents/GitHub/PyIRoGlass/docs/examples/transmission_ftir/../../../src/PyIRoGlass/core.py:1496\u001b[0m, in \u001b[0;36mcalculate_concentrations\u001b[0;34m(Volatile_PH, composition, thickness, N, T, P)\u001b[0m\n\u001b[1;32m 1491\u001b[0m stnerror \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mDataFrame(\n\u001b[1;32m 1492\u001b[0m columns\u001b[38;5;241m=\u001b[39m[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPH_5200_STN\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mERR_5200\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mPH_4500_STN\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mERR_4500\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m 1493\u001b[0m )\n\u001b[1;32m 1495\u001b[0m \u001b[38;5;66;03m# Initialize density calculation with 0 wt.% H2O.\u001b[39;00m\n\u001b[0;32m-> 1496\u001b[0m \u001b[43mcomposition\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mH2O\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m \u001b[38;5;241m=\u001b[39m \u001b[38;5;241m0\u001b[39m\n\u001b[1;32m 1497\u001b[0m _, density \u001b[38;5;241m=\u001b[39m calculate_density(composition, T, P)\n\u001b[1;32m 1498\u001b[0m epsilon \u001b[38;5;241m=\u001b[39m calculate_epsilon(composition, T, P)\n", + "\u001b[0;31mTypeError\u001b[0m: 'int' object does not support item assignment" + ] + } + ], "source": [ "T_ROOM = 25 # C\n", "P_ROOM = 1 # Bar\n", "\n", "N = 500000 # MCMC samples\n", - "concentrations_df = pig.calculate_concentrations(DF_OUTPUT, N, CHEMISTRY, THICKNESS, T_ROOM, P_ROOM)\n", + "concentrations_df = pig.calculate_concentrations(DF_OUTPUT, CHEMISTRY, THICKNESS)\n", "\n", - "concentrations_df.to_csv('H2OCO2.csv')" + "concentrations_df.to_csv('FINALDATA/H2OCO2.csv')" ] }, { @@ -505,7 +1471,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.16" + "version": "3.9.18" } }, "nbformat": 4,