{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Jupyter Notebook Tutorial " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Roughly, the design idea of ``mdciao`` is that:\n", "\n", "* The [CLI](http://proteinformatics.uni-leipzig.de/mdciao/cli_cli/cli_cli.html) offers pre-packaged analysis pipelines that are essentially *one-shot* tools. They are an entry-point for non-experts and do not require any Python scripting knowledge. CLI tools are still highly customizable (check ``mdc_**.py -h`` or ``mdc_examples.py``), but offer **only some** of the ``mdciao``-functionalities.\n", " \n", "* The [Python API](http://proteinformatics.uni-leipzig.de/mdciao/api/api.html), on the other hand, exposes:\n", " - **CLI-equivalent** functions via the ``mdciao.cli`` [submodule](http://proteinformatics.uni-leipzig.de/mdciao/cli_cli/cli_cli.html). Here you'll find evertying that the CLI offers, only as regular Python functions. This provides scripting flexibility, with the added value that now input and outputs are *normal* Python objects that can be further manipulated, by ``mdciao`` or any other Python module of your liking.\n", " - Other **standalone submodules** that the CLI uses *under the hood*, and that the user can access directly for any other scripting purpuse: plotting methods, alignment/sequence methods, nomenclature methods, PDB-methods etc.\n", "\n", "
\n", " \n", "Note \n", " \n", "**THE API IS NOT STABLE YET**, if you are using ``mdciao`` in API mode, we assume you can handle future API changes without much hassle.\n", "\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "For clarity, this notebook loosely follows the same structure as the [Overview](http://proteinformatics.uni-leipzig.de/mdciao/overview.html) section of the ``mdciao``documentation. Other notebooks will follow soon, explaining basic concepts and/or advanced pipelines.\n", "\n", "If you want to run this notebook on your own, please download and extract the data from [here](http://proteinformatics.org/mdciao/mdciao_example.zip) first. You can download it:\n", "\n", "* using the browser \n", "* using the terminal with \n", " ```wget http://proteinformatics.org/mdciao/mdciao_example.zip; unzip mdciao_example.zip```\n", "* using mdciao's own method [mdciao.examples.fetch_example_data](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.examples.fetch_example_data.html#mdciao-examples-fetch-example-data)" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "d8397f3a0ddf41968fcd77ce79b2167b", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Downloading mdciao_example.zip to mdciao_example.zip: 0%| | 0/9157309 [00:00" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "result= mdciao.cli.residue_neighborhoods(\"L394\",\n", " \"mdciao_example/traj.xtc\", \n", " \"mdciao_example/prot.pdb\", \n", " fragments=[None])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "``result`` is a dictionary of dictionaries, with the main result under the key ``neighborhoods``. There, you'll find a dictionary keyed with residue indices and valued with a [ContactGroup](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup) for each residue neighborhood. \n", "\n", "[ContactGroups](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup) are ``mdciao`` classes that allow the further manipulation of contact data, molecular information and much more. Check here to learn more about ``mdciao`` [classes](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/mdciao.contacts.html)." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "result[\"neighborhoods\"][353]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Using Python Objects\n", "Please note that in API mode, inputs can be objects, for example ``mdtraj`` [Trajectories](https://mdtraj.org/1.9.4/api/generated/mdtraj.Trajectory.html). So, before calling the next ``mdciao.cli`` method, we use ``mdtraj`` to load the trajectory from our files:" ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import mdtraj as md\n", "traj = md.load(\"mdciao_example/traj.xtc\", top=\"mdciao_example/prot.pdb\")\n", "traj" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And we repeat the above command using the ``traj`` object. Please note that we're also using the ``no_disk`` option so that no files are written to disk, in case we're only interested in working in memory." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Will compute contact frequencies for (1 items):\n", "\n", " with a stride of 1 frames\n", "Using method 'None' these fragments were found\n", "fragment 0 with 1044 AAs LEU4 ( 0) - P0G395 (1043 ) (0) resSeq jumps\n", "\n", "Will compute neighborhoods for the residues\n", "L394\n", "excluding 4 nearest neighbors\n", "\n", " residue residx fragment resSeq GPCR CGN\n", " LEU394 353 0 394 None None\n", "\n", "Pre-computing likely neighborhoods by reducing the neighbor-list\n", "to those within 15 Angstrom in the first frame of reference geom\n", "'':...done!\n", "From 1035 potential distances, the neighborhoods have been reduced to only 74 potential contacts.\n", "If this number is still too high (i.e. the computation is too slow), consider using a smaller nlist_cutoff_Ang \n", "Streaming over trajectory object nr. 0 ( 280 frames, 280 with stride 1) in chunks of 10000 frames. Now at chunk nr 0, frames so far 280\n", "#idx freq contact fragments res_idxs ctc_idx Sum\n", "1: 0.55 LEU394-ARG389 0-0 353-348 30 0.55\n", "2: 0.47 LEU394-LYS270 0-0 353-972 65 1.02\n", "3: 0.38 LEU394-LEU388 0-0 353-347 29 1.40\n", "4: 0.23 LEU394-LEU230 0-0 353-957 51 1.62\n", "5: 0.11 LEU394-ARG385 0-0 353-344 26 1.73\n", "These 5 contacts capture 1.73 (~98%) of the total frequency 1.76 (over 74 input contacts)\n", "As orientation value, the first 4 ctcs already capture 90.0% of 1.76.\n", "The 4-th contact has a frequency of 0.23\n", "\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "result = mdciao.cli.residue_neighborhoods(\"L394\",\n", " traj,\n", " fragments=[None],\n", " no_disk=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now, the more elaborated CLI-command:\n", "\n", "```\n", "mdc_neighborhoods.py prot.pdb traj.xtc -r L394 --GPCR adrb2_human --CGN 3SN6 -ni -at #ni: not interactive, at: show atom-types\n", "```\n", "\n", "We keep the ``no_disk`` option to avoid writing to disk, but you can change this if you want. **Please note** that some options **do not carry** exactly the same names as their CLI equivalents. E.g. ``ni`` in the CLI (= *don't be interactive*) is now ``accept_guess`` in the API. These differences are needed for compatiblity with other methods, but might get unified in the future. " ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Will compute contact frequencies for (1 items):\n", "\n", " with a stride of 1 frames\n", "Using method 'lig_resSeq+' these fragments were found\n", "fragment 0 with 354 AAs LEU4 ( 0) - LEU394 (353 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 354) - ASN340 (693 ) (1) \n", "fragment 2 with 66 AAs ALA2 ( 694) - PHE67 (759 ) (2) \n", "fragment 3 with 283 AAs GLU30 ( 760) - LEU340 (1042 ) (3) resSeq jumps\n", "fragment 4 with 1 AAs P0G395 ( 1043) - P0G395 (1043 ) (4) \n", "No local file ./adrb2_human.xlsx found, checking online in\n", "https://gpcrdb.org/services/residues/extended/adrb2_human ...done!\n", "Please cite the following reference to the GPCRdb:\n", " * Kooistra et al, (2021) GPCRdb in 2021: Integrating GPCR sequence, structure and function\n", " Nucleic Acids Research 49, D335--D343\n", " https://doi.org/10.1093/nar/gkaa1080\n", "For more information, call mdciao.nomenclature.references()\n", "done without 404, continuing.\n", "GPCR-labels align best with fragments: [3] (first-last: GLU30-LEU340).\n", "\n", "These are the GPCR fragments mapped onto your topology:\n", " TM1 with 32 AAs GLU30@1.29x29 ( 760) - PHE61@1.60x60 (791 ) (TM1) \n", " ICL1 with 4 AAs GLU62@12.48x48 ( 792) - GLN65@12.51x51 (795 ) (ICL1) \n", " TM2 with 32 AAs THR66@2.37x37 ( 796) - LYS97@2.68x67 (827 ) (TM2) \n", " ECL1 with 4 AAs MET98@23.49x49 ( 828) - PHE101@23.52x52 (831 ) (ECL1) \n", " TM3 with 36 AAs GLY102@3.21x21 ( 832) - SER137@3.56x56 (867 ) (TM3) \n", " ICL2 with 8 AAs PRO138@34.50x50 ( 868) - LEU145@34.57x57 (875 ) (ICL2) \n", " TM4 with 27 AAs THR146@4.38x38 ( 876) - HIS172@4.64x64 (902 ) (TM4) \n", " ECL2 with 20 AAs TRP173 ( 903) - THR195 (922 ) (ECL2) resSeq jumps\n", " TM5 with 42 AAs ASN196@5.35x36 ( 923) - GLU237@5.76x76 (964 ) (TM5) \n", " ICL3 with 2 AAs GLY238 ( 965) - ARG239 (966 ) (ICL3) \n", " TM6 with 35 AAs CYS265@6.27x27 ( 967) - GLN299@6.61x61 (1001 ) (TM6) \n", " ECL3 with 4 AAs ASP300 ( 1002) - ILE303 (1005 ) (ECL3) \n", " TM7 with 25 AAs ARG304@7.31x30 ( 1006) - ARG328@7.55x55 (1030 ) (TM7) \n", " H8 with 12 AAs SER329@8.47x47 ( 1031) - LEU340@8.58x58 (1042 ) (H8) \n", "Using CGN-nomenclature, please cite\n", " * Flock et al, (2015) Universal allosteric mechanism for G$\\alpha$ activation by GPCRs\n", " Nature 2015 524:7564 524, 173--179\n", " https://doi.org/10.1038/nature14663\n", "No local file ./CGN_3SN6.txt found, checking online in\n", "https://www.mrc-lmb.cam.ac.uk/CGN/lookup_results/3SN6.txt ...done without 404, continuing.\n", "No local PDB file for 3SN6 found in directory '.', checking online in \n", "https://files.rcsb.org/download/3SN6.pdb ...found! Continuing normally\n", "CGN-labels align best with fragments: [0] (first-last: LEU4-LEU394).\n", "\n", "These are the CGN fragments mapped onto your topology:\n", " G.HN with 28 AAs THR9@G.HN.26 ( 5) - VAL36@G.HN.53 (32 ) (G.HN) \n", " G.hns1 with 3 AAs TYR37@G.hns1.1 ( 33) - ALA39@G.hns1.3 (35 ) (G.hns1) \n", " G.S1 with 7 AAs THR40@G.S1.1 ( 36) - LEU46@G.S1.7 (42 ) (G.S1) \n", " G.s1h1 with 6 AAs GLY47@G.s1h1.1 ( 43) - GLY52@G.s1h1.6 (48 ) (G.s1h1) \n", " G.H1 with 7 AAs LYS53@G.H1.1 ( 49) - GLN59@G.H1.7 (55 ) (G.H1) \n", " H.HA with 26 AAs LYS88@H.HA.4 ( 56) - LEU113@H.HA.29 (81 ) (H.HA) \n", " H.hahb with 9 AAs VAL114@H.hahb.1 ( 82) - PRO122@H.hahb.9 (90 ) (H.hahb) \n", " H.HB with 14 AAs GLU123@H.HB.1 ( 91) - ASN136@H.HB.14 (104 ) (H.HB) \n", " H.hbhc with 7 AAs VAL137@H.hbhc.1 ( 105) - PRO143@H.hbhc.15 (111 ) (H.hbhc) \n", " H.HC with 12 AAs PRO144@H.HC.1 ( 112) - GLU155@H.HC.12 (123 ) (H.HC) \n", " H.hchd with 1 AAs ASP156@H.hchd.1 ( 124) - ASP156@H.hchd.1 (124 ) (H.hchd) \n", " H.HD with 12 AAs GLU157@H.HD.1 ( 125) - GLU168@H.HD.12 (136 ) (H.HD) \n", " H.hdhe with 5 AAs TYR169@H.hdhe.1 ( 137) - ASP173@H.hdhe.5 (141 ) (H.hdhe) \n", " H.HE with 13 AAs CYS174@H.HE.1 ( 142) - LYS186@H.HE.13 (154 ) (H.HE) \n", " H.hehf with 7 AAs GLN187@H.hehf.1 ( 155) - SER193@H.hehf.7 (161 ) (H.hehf) \n", " H.HF with 6 AAs ASP194@H.HF.1 ( 162) - ARG199@H.HF.6 (167 ) (H.HF) \n", " G.hfs2 with 5 AAs CYS200@G.hfs2.1 ( 168) - GLY206@G.hfs2.7 (172 ) (G.hfs2) resSeq jumps\n", " G.S2 with 8 AAs ILE207@G.S2.1 ( 173) - VAL214@G.S2.8 (180 ) (G.S2) \n", " G.s2s3 with 2 AAs ASP215@G.s2s3.1 ( 181) - LYS216@G.s2s3.2 (182 ) (G.s2s3) \n", " G.S3 with 8 AAs VAL217@G.S3.1 ( 183) - VAL224@G.S3.8 (190 ) (G.S3) \n", " G.s3h2 with 3 AAs GLY225@G.s3h2.1 ( 191) - GLN227@G.s3h2.3 (193 ) (G.s3h2) \n", " G.H2 with 10 AAs ARG228@G.H2.1 ( 194) - CYS237@G.H2.10 (203 ) (G.H2) \n", " G.h2s4 with 5 AAs PHE238@G.h2s4.1 ( 204) - THR242@G.h2s4.5 (208 ) (G.h2s4) \n", " G.S4 with 7 AAs ALA243@G.S4.1 ( 209) - ALA249@G.S4.7 (215 ) (G.S4) \n", " G.s4h3 with 8 AAs SER250@G.s4h3.1 ( 216) - ASN264@G.s4h3.15 (223 ) (G.s4h3) resSeq jumps\n", " G.H3 with 18 AAs ARG265@G.H3.1 ( 224) - LEU282@G.H3.18 (241 ) (G.H3) \n", " G.h3s5 with 3 AAs ARG283@G.h3s5.1 ( 242) - ILE285@G.h3s5.3 (244 ) (G.h3s5) \n", " G.S5 with 7 AAs SER286@G.S5.1 ( 245) - ASN292@G.S5.7 (251 ) (G.S5) \n", " G.s5hg with 1 AAs LYS293@G.s5hg.1 ( 252) - LYS293@G.s5hg.1 (252 ) (G.s5hg) \n", " G.HG with 17 AAs GLN294@G.HG.1 ( 253) - ASP310@G.HG.17 (269 ) (G.HG) \n", " G.hgh4 with 10 AAs TYR311@G.hgh4.1 ( 270) - THR320@G.hgh4.10 (279 ) (G.hgh4) \n", " G.H4 with 27 AAs PRO321@G.H4.1 ( 280) - ARG347@G.H4.27 (306 ) (G.H4) \n", " G.h4s6 with 11 AAs ILE348@G.h4s6.1 ( 307) - TYR358@G.h4s6.20 (317 ) (G.h4s6) \n", " G.S6 with 5 AAs CYS359@G.S6.1 ( 318) - PHE363@G.S6.5 (322 ) (G.S6) \n", " G.s6h5 with 5 AAs THR364@G.s6h5.1 ( 323) - ASP368@G.s6h5.5 (327 ) (G.s6h5) \n", " G.H5 with 26 AAs THR369@G.H5.1 ( 328) - LEU394@G.H5.26 (353 ) (G.H5) \n", "\n", "Will compute neighborhoods for the residues\n", "L394\n", "excluding 4 nearest neighbors\n", "\n", " residue residx fragment resSeq GPCR CGN\n", " LEU394 353 0 394 None G.H5.26\n", "\n", "Pre-computing likely neighborhoods by reducing the neighbor-list\n", "to those within 15 Angstrom in the first frame of reference geom\n", "'':...done!\n", "From 1035 potential distances, the neighborhoods have been reduced to only 74 potential contacts.\n", "If this number is still too high (i.e. the computation is too slow), consider using a smaller nlist_cutoff_Ang \n", "Streaming over trajectory object nr. 0 ( 280 frames, 280 with stride 1) in chunks of 10000 frames. Now at chunk nr 0, frames so far 280\n", "#idx freq contact fragments res_idxs ctc_idx Sum\n", "1: 0.55 LEU394-ARG389 0-0 353-348 30 0.55\n", "2: 0.47 LEU394-LYS270 0-3 353-972 65 1.02\n", "3: 0.38 LEU394-LEU388 0-0 353-347 29 1.40\n", "4: 0.23 LEU394-LEU230 0-3 353-957 51 1.62\n", "5: 0.11 LEU394-ARG385 0-0 353-344 26 1.73\n", "These 5 contacts capture 1.73 (~98%) of the total frequency 1.76 (over 74 input contacts)\n", "As orientation value, the first 4 ctcs already capture 90.0% of 1.76.\n", "The 4-th contact has a frequency of 0.23\n", "\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "result = mdciao.cli.residue_neighborhoods(\"L394\",\n", " traj,\n", " GPCR_uniprot=\"adrb2_human\",\n", " CGN_PDB=\"3SN6\",\n", " accept_guess=True,\n", " plot_atomtypes=True,\n", " no_disk=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Consensus Nomenclature: GPCR and/or CGN\n", "Above, we declared our intention to use GPCR consensus nomenclature and Common G-alpha Numbering (CGN) by passing the descriptor strings ``GPCR_uniprot=\"adrb2_human\"`` or ``CGN_PDB=\"3SN6\"``, respectively, to contact the online databases, in particular the \n", "\n", "* [GPCRdb](https://gpcrdb.org/), Kooistra et al, (2021) GPCRdb in 2021: Integrating GPCR sequence, structure and function, Nucleic Acids Research 49, D335--D343, https://doi.org/10.1093/nar/gkaa1080\n", "\n", "For that retrieval and handling of these labels, we use the [module](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/mdciao.nomenclature.html) ``mdciao.nomenclature``, which offers [two main classes](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/mdciao.nomenclature.html#classes) and other helper function to deal with the nomenclature. An overview of the relevant references is contained in [the module's documentation](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/mdciao.nomenclature.html) as well as in the documentation of each class, e.g. [here](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.nomenclature.LabelerGPCR.html#mdciao.nomenclature.LabelerGPCR).\n", "\n", "Additionally, you can use [mdciao.nomenclature.references](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.nomenclature.references.html) to print all relevant nomenclature references:" ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "mdciao.nomenclature functions thanks to these online databases. Please cite them if you use this module:\n", " * Kooistra et al, (2021) GPCRdb in 2021: Integrating GPCR sequence, structure and function\n", " Nucleic Acids Research 49, D335--D343\n", " https://doi.org/10.1093/nar/gkaa1080\n", " * Berman et al, (2000) The Protein Data Bank\n", " Nucleic Acids Research 28, 235--242\n", " https://doi.org/10.1093/NAR/28.1.235\n", " * Flock et al, (2015) Universal allosteric mechanism for G$\\alpha$ activation by GPCRs\n", " Nature 2015 524:7564 524, 173--179\n", " https://doi.org/10.1038/nature14663\n", " * Kanev et al, (2021) KLIFS: an overhaul after the first 5 years of supporting kinase research\n", " Nucleic Acids Research 49, D562--D569\n", " https://doi.org/10.1093/NAR/GKAA895\n", "\n", "Additionally, depending on the chosen nomenclature type, you should cite:\n", " * Structure based GPCR notation\n", " - Isberg et al, (2015) Generic GPCR residue numbers - Aligning topology maps while minding the gaps\n", " Trends in Pharmacological Sciences 36, 22--31\n", " https://doi.org/10.1016/j.tips.2014.11.001\n", " - Isberg et al, (2016) GPCRdb: An information system for G protein-coupled receptors\n", " Nucleic Acids Research 44, D356--D364\n", " https://doi.org/10.1093/nar/gkv1178\n", " * Sequence based GPCR schemes:\n", " - Wootten et al, (2013) Polar transmembrane interactions drive formation of ligand-specific and signal\n", " pathway-biased family B G protein-coupled receptor conformations\n", " Proceedings of the National Academy of Sciences of the United States of America 110, 5211--5216\n", " https://doi.org/10.1073/pnas.1221585110\n", " - Pin et al, (2003) Evolution, structure, and activation mechanism of family 3/C G-protein-coupled\n", " receptors\n", " Pharmacology and Therapeutics 98, 325--354\n", " https://doi.org/10.1016/S0163-7258(03)00038-X\n", " - Wu et al, (2014) Structure of a class C GPCR metabotropic glutamate receptor 1 bound to an\n", " allosteric modulator\n", " Science 344, 58--64\n", " https://doi.org/10.1126/science.1249489\n", " - Oliveira et al, (1993) A common motif in G-protein-coupled seven transmembrane helix receptors\n", " Journal of Computer-Aided Molecular Design 7, 649--658\n", " https://doi.org/10.1007/BF00125323\n", " - Baldwin et al, (1993) The probable arrangement of the helices in G protein-coupled receptors.\n", " The EMBO Journal 12, 1693--1703\n", " https://doi.org/10.1002/J.1460-2075.1993.TB05814.X\n", " - Baldwin et al, (1997) An alpha-carbon template for the transmembrane helices in the rhodopsin family\n", " of G-protein-coupled receptors\n", " Journal of Molecular Biology 272, 144--164\n", " https://doi.org/10.1006/jmbi.1997.1240\n", " - Schwartz et al, (1994) Locating ligand-binding sites in 7tm receptors by protein engineering\n", " Current Opinion in Biotechnology 5, 434--444\n", " https://doi.org/10.1016/0958-1669(94)90054-X\n", " - Schwartz et al, (1995) Molecular mechanism of action of non-peptide ligands for peptide receptors\n", " Current Pharmaceutical Design 1, 325--342\n", " * KLIFS 85 ligand binding site residues of kinases\n", " - Van Linden et al, (2014) KLIFS: A knowledge-based structural database to navigate kinase-ligand\n", " interaction space\n", " Journal of Medicinal Chemistry 57, 249--277\n", " https://doi.org/10.1021/JM400378W\n", " - Kooistra et al, (2016) KLIFS: a structural kinase-ligand interaction database\n", " Nucleic Acids Research 44, D365--D371\n", " https://doi.org/10.1093/NAR/GKV1082\n", " - Kanev et al, (2021) KLIFS: an overhaul after the first 5 years of supporting kinase research\n", " Nucleic Acids Research 49, D562--D569\n", " https://doi.org/10.1093/NAR/GKAA895\n", "\n", "You can find all these references distributed as BibTex file distributed with mdciao here\n", " * /home/perezheg/Programs/mdciao/tests/data/nomenclature/nomenclature.bib\n" ] } ], "source": [ "mdciao.nomenclature.references()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The nomenclature classes produce standalone objects, and can do much more than just be inputs to `mdciao.cli` methods. As with any Python class, you can learn a lot about its methods and attributes by using the [tab autocompletion feature of IPython](https://ipython.org/ipython-doc/dev/interactive/tutorial.html#tab-completion). Or you can check [here](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/mdciao.nomenclature.html) for more ``mdciao`` docs. \n", "\n", "Since we'll be using these labels more than once in the notebook, instead of using the network each time, we can have them as Python objects in memory. Alternatively, it's possible to save the labeling data locally after the first database query. This allows for inspection and re-use of the retrieved data outside the notebook (in a spreadsheet, for example)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "No local file ./adrb2_human.xlsx found, checking online in\n", "https://gpcrdb.org/services/residues/extended/adrb2_human ...done!\n", "Please cite the following reference to the GPCRdb:\n", " * Kooistra et al, (2021) GPCRdb in 2021: Integrating GPCR sequence, structure and function\n", " Nucleic Acids Research 49, D335--D343\n", " https://doi.org/10.1093/nar/gkaa1080\n", "For more information, call mdciao.nomenclature.references()\n", "done without 404, continuing.\n", "Using CGN-nomenclature, please cite\n", " * Flock et al, (2015) Universal allosteric mechanism for G$\\alpha$ activation by GPCRs\n", " Nature 2015 524:7564 524, 173--179\n", " https://doi.org/10.1038/nature14663\n", "No local file ./CGN_3SN6.txt found, checking online in\n", "https://www.mrc-lmb.cam.ac.uk/CGN/lookup_results/3SN6.txt ...done without 404, continuing.\n", "No local PDB file for 3SN6 found in directory '.', checking online in \n", "https://files.rcsb.org/download/3SN6.pdb ...found! Continuing normally\n" ] } ], "source": [ "from mdciao import nomenclature\n", "GPCR = nomenclature.LabelerGPCR(\"adrb2_human\", \n", " #write_to_disk=True \n", " )\n", "CGN = nomenclature.LabelerCGN(\"3SN6\", \n", " # write_to_disk=True\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Residue Selection\n", "Now, we can play around with residue selection, replicating the CLI-command:\n", "\n", "```\n", "mdc_residues.py GLU*,P0G,380-394,G.HN.* prot.pdb --GPCR adrb2_human --CGN 3SN6 -ni\n", "```\n", "\n", "Check the docs [here](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.cli.residue_selection.html) to check the output values `res_idxs_list`,` fragments`, and `consensus_maps`, although most of out useful output is written out.\n", "\n", "Please note that we're now using ``mdciao.nomenclature`` classes directly as inputs (``GPCR`` and ``CGN``), speeding up the method by avoiding queries over the network." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Using method 'lig_resSeq+' these fragments were found\n", "fragment 0 with 354 AAs LEU4 ( 0) - LEU394 (353 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 354) - ASN340 (693 ) (1) \n", "fragment 2 with 66 AAs ALA2 ( 694) - PHE67 (759 ) (2) \n", "fragment 3 with 283 AAs GLU30 ( 760) - LEU340 (1042 ) (3) resSeq jumps\n", "fragment 4 with 1 AAs P0G395 ( 1043) - P0G395 (1043 ) (4) \n", "GPCR-labels align best with fragments: [3] (first-last: GLU30-LEU340).\n", "\n", "These are the GPCR fragments mapped onto your topology:\n", " TM1 with 32 AAs GLU30@1.29x29 ( 760) - PHE61@1.60x60 (791 ) (TM1) \n", " ICL1 with 4 AAs GLU62@12.48x48 ( 792) - GLN65@12.51x51 (795 ) (ICL1) \n", " TM2 with 32 AAs THR66@2.37x37 ( 796) - LYS97@2.68x67 (827 ) (TM2) \n", " ECL1 with 4 AAs MET98@23.49x49 ( 828) - PHE101@23.52x52 (831 ) (ECL1) \n", " TM3 with 36 AAs GLY102@3.21x21 ( 832) - SER137@3.56x56 (867 ) (TM3) \n", " ICL2 with 8 AAs PRO138@34.50x50 ( 868) - LEU145@34.57x57 (875 ) (ICL2) \n", " TM4 with 27 AAs THR146@4.38x38 ( 876) - HIS172@4.64x64 (902 ) (TM4) \n", " ECL2 with 20 AAs TRP173 ( 903) - THR195 (922 ) (ECL2) resSeq jumps\n", " TM5 with 42 AAs ASN196@5.35x36 ( 923) - GLU237@5.76x76 (964 ) (TM5) \n", " ICL3 with 2 AAs GLY238 ( 965) - ARG239 (966 ) (ICL3) \n", " TM6 with 35 AAs CYS265@6.27x27 ( 967) - GLN299@6.61x61 (1001 ) (TM6) \n", " ECL3 with 4 AAs ASP300 ( 1002) - ILE303 (1005 ) (ECL3) \n", " TM7 with 25 AAs ARG304@7.31x30 ( 1006) - ARG328@7.55x55 (1030 ) (TM7) \n", " H8 with 12 AAs SER329@8.47x47 ( 1031) - LEU340@8.58x58 (1042 ) (H8) \n", "CGN-labels align best with fragments: [0] (first-last: LEU4-LEU394).\n", "\n", "These are the CGN fragments mapped onto your topology:\n", " G.HN with 28 AAs THR9@G.HN.26 ( 5) - VAL36@G.HN.53 (32 ) (G.HN) \n", " G.hns1 with 3 AAs TYR37@G.hns1.1 ( 33) - ALA39@G.hns1.3 (35 ) (G.hns1) \n", " G.S1 with 7 AAs THR40@G.S1.1 ( 36) - LEU46@G.S1.7 (42 ) (G.S1) \n", " G.s1h1 with 6 AAs GLY47@G.s1h1.1 ( 43) - GLY52@G.s1h1.6 (48 ) (G.s1h1) \n", " G.H1 with 7 AAs LYS53@G.H1.1 ( 49) - GLN59@G.H1.7 (55 ) (G.H1) \n", " H.HA with 26 AAs LYS88@H.HA.4 ( 56) - LEU113@H.HA.29 (81 ) (H.HA) \n", " H.hahb with 9 AAs VAL114@H.hahb.1 ( 82) - PRO122@H.hahb.9 (90 ) (H.hahb) \n", " H.HB with 14 AAs GLU123@H.HB.1 ( 91) - ASN136@H.HB.14 (104 ) (H.HB) \n", " H.hbhc with 7 AAs VAL137@H.hbhc.1 ( 105) - PRO143@H.hbhc.15 (111 ) (H.hbhc) \n", " H.HC with 12 AAs PRO144@H.HC.1 ( 112) - GLU155@H.HC.12 (123 ) (H.HC) \n", " H.hchd with 1 AAs ASP156@H.hchd.1 ( 124) - ASP156@H.hchd.1 (124 ) (H.hchd) \n", " H.HD with 12 AAs GLU157@H.HD.1 ( 125) - GLU168@H.HD.12 (136 ) (H.HD) \n", " H.hdhe with 5 AAs TYR169@H.hdhe.1 ( 137) - ASP173@H.hdhe.5 (141 ) (H.hdhe) \n", " H.HE with 13 AAs CYS174@H.HE.1 ( 142) - LYS186@H.HE.13 (154 ) (H.HE) \n", " H.hehf with 7 AAs GLN187@H.hehf.1 ( 155) - SER193@H.hehf.7 (161 ) (H.hehf) \n", " H.HF with 6 AAs ASP194@H.HF.1 ( 162) - ARG199@H.HF.6 (167 ) (H.HF) \n", " G.hfs2 with 5 AAs CYS200@G.hfs2.1 ( 168) - GLY206@G.hfs2.7 (172 ) (G.hfs2) resSeq jumps\n", " G.S2 with 8 AAs ILE207@G.S2.1 ( 173) - VAL214@G.S2.8 (180 ) (G.S2) \n", " G.s2s3 with 2 AAs ASP215@G.s2s3.1 ( 181) - LYS216@G.s2s3.2 (182 ) (G.s2s3) \n", " G.S3 with 8 AAs VAL217@G.S3.1 ( 183) - VAL224@G.S3.8 (190 ) (G.S3) \n", " G.s3h2 with 3 AAs GLY225@G.s3h2.1 ( 191) - GLN227@G.s3h2.3 (193 ) (G.s3h2) \n", " G.H2 with 10 AAs ARG228@G.H2.1 ( 194) - CYS237@G.H2.10 (203 ) (G.H2) \n", " G.h2s4 with 5 AAs PHE238@G.h2s4.1 ( 204) - THR242@G.h2s4.5 (208 ) (G.h2s4) \n", " G.S4 with 7 AAs ALA243@G.S4.1 ( 209) - ALA249@G.S4.7 (215 ) (G.S4) \n", " G.s4h3 with 8 AAs SER250@G.s4h3.1 ( 216) - ASN264@G.s4h3.15 (223 ) (G.s4h3) resSeq jumps\n", " G.H3 with 18 AAs ARG265@G.H3.1 ( 224) - LEU282@G.H3.18 (241 ) (G.H3) \n", " G.h3s5 with 3 AAs ARG283@G.h3s5.1 ( 242) - ILE285@G.h3s5.3 (244 ) (G.h3s5) \n", " G.S5 with 7 AAs SER286@G.S5.1 ( 245) - ASN292@G.S5.7 (251 ) (G.S5) \n", " G.s5hg with 1 AAs LYS293@G.s5hg.1 ( 252) - LYS293@G.s5hg.1 (252 ) (G.s5hg) \n", " G.HG with 17 AAs GLN294@G.HG.1 ( 253) - ASP310@G.HG.17 (269 ) (G.HG) \n", " G.hgh4 with 10 AAs TYR311@G.hgh4.1 ( 270) - THR320@G.hgh4.10 (279 ) (G.hgh4) \n", " G.H4 with 27 AAs PRO321@G.H4.1 ( 280) - ARG347@G.H4.27 (306 ) (G.H4) \n", " G.h4s6 with 11 AAs ILE348@G.h4s6.1 ( 307) - TYR358@G.h4s6.20 (317 ) (G.h4s6) \n", " G.S6 with 5 AAs CYS359@G.S6.1 ( 318) - PHE363@G.S6.5 (322 ) (G.S6) \n", " G.s6h5 with 5 AAs THR364@G.s6h5.1 ( 323) - ASP368@G.s6h5.5 (327 ) (G.s6h5) \n", " G.H5 with 26 AAs THR369@G.H5.1 ( 328) - LEU394@G.H5.26 (353 ) (G.H5) \n", "0.0) P0G395 in fragment 4 with residue index 1043\n", "0.0) ARG380 in fragment 0 with residue index 339 (CGN: G.H5.12)\n", "0.0) LEU394 in fragment 0 with residue index 353 (CGN: G.H5.26)\n", "Your selection 'GLU*,P0G,380-394,G.HN.*' yields:\n", " residue residx fragment resSeq GPCR CGN\n", " GLU10 6 0 10 None G.HN.27\n", " GLU15 11 0 15 None G.HN.32\n", " GLU16 12 0 16 None G.HN.33\n", " GLU21 17 0 21 None G.HN.38\n", " GLU27 23 0 27 None G.HN.44\n", " GLU50 46 0 50 None G.s1h1.4\n", " GLU101 69 0 101 None H.HA.17\n", " GLU104 72 0 104 None H.HA.20\n", " GLU118 86 0 118 None H.hahb.5\n", " GLU123 91 0 123 None H.HB.1\n", " GLU145 113 0 145 None H.HC.2\n", " GLU148 116 0 148 None H.HC.5\n", " GLU155 123 0 155 None H.HC.12\n", " GLU157 125 0 157 None H.HD.1\n", " GLU164 132 0 164 None H.HD.8\n", " GLU168 136 0 168 None H.HD.12\n", " GLU209 175 0 209 None G.S2.3\n", " GLU230 196 0 230 None G.H2.3\n", " GLU268 227 0 268 None G.H3.4\n", " GLU299 258 0 299 None G.HG.6\n", " GLU309 268 0 309 None G.HG.16\n", " GLU314 273 0 314 None G.hgh4.4\n", " GLU322 281 0 322 None G.H4.2\n", " GLU327 286 0 327 None G.H4.7\n", " GLU330 289 0 330 None G.H4.10\n", " GLU344 303 0 344 None G.H4.24\n", " GLU370 329 0 370 None G.H5.2\n", " GLU392 351 0 392 None G.H5.24\n", " GLU3 356 1 3 None None\n", " GLU10 363 1 10 None None\n", " GLU12 365 1 12 None None\n", " GLU130 483 1 130 None None\n", " GLU138 491 1 138 None None\n", " GLU172 525 1 172 None None\n", " GLU215 568 1 215 None None\n", " GLU226 579 1 226 None None\n", " GLU260 613 1 260 None None\n", " GLU17 709 2 17 None None\n", " GLU22 714 2 22 None None\n", " GLU42 734 2 42 None None\n", " GLU47 739 2 47 None None\n", " GLU58 750 2 58 None None\n", " GLU63 755 2 63 None None\n", " GLU30 760 3 30 1.29x29 None\n", " GLU62 792 3 62 12.48x48 None\n", " GLU107 837 3 107 3.26x26 None\n", " GLU122 852 3 122 3.41x41 None\n", " GLU180 907 3 180 None None\n", " GLU188 915 3 188 None None\n", " GLU225 952 3 225 5.64x64 None\n", " GLU237 964 3 237 5.76x76 None\n", " GLU268 970 3 268 6.30x30 None\n", " GLU306 1008 3 306 7.33x32 None\n", " GLU338 1040 3 338 8.56x56 None\n", " P0G395 1043 4 395 None None\n", " ARG380 339 0 380 None G.H5.12\n", " ASP381 340 0 381 None G.H5.13\n", " ILE382 341 0 382 None G.H5.14\n", " ILE383 342 0 383 None G.H5.15\n", " GLN384 343 0 384 None G.H5.16\n", " ARG385 344 0 385 None G.H5.17\n", " MET386 345 0 386 None G.H5.18\n", " HIS387 346 0 387 None G.H5.19\n", " LEU388 347 0 388 None G.H5.20\n", " ARG389 348 0 389 None G.H5.21\n", " GLN390 349 0 390 None G.H5.22\n", " TYR391 350 0 391 None G.H5.23\n", " LEU393 352 0 393 None G.H5.25\n", " LEU394 353 0 394 None G.H5.26\n", " THR9 5 0 9 None G.HN.26\n", " ASP11 7 0 11 None G.HN.28\n", " GLN12 8 0 12 None G.HN.29\n", " ARG13 9 0 13 None G.HN.30\n", " ASN14 10 0 14 None G.HN.31\n", " LYS17 13 0 17 None G.HN.34\n", " ALA18 14 0 18 None G.HN.35\n", " GLN19 15 0 19 None G.HN.36\n", " ARG20 16 0 20 None G.HN.37\n", " ALA22 18 0 22 None G.HN.39\n", " ASN23 19 0 23 None G.HN.40\n", " LYS24 20 0 24 None G.HN.41\n", " LYS25 21 0 25 None G.HN.42\n", " ILE26 22 0 26 None G.HN.43\n", " LYS28 24 0 28 None G.HN.45\n", " GLN29 25 0 29 None G.HN.46\n", " LEU30 26 0 30 None G.HN.47\n", " GLN31 27 0 31 None G.HN.48\n", " LYS32 28 0 32 None G.HN.49\n", " ASP33 29 0 33 None G.HN.50\n", " LYS34 30 0 34 None G.HN.51\n", " GLN35 31 0 35 None G.HN.52\n", " VAL36 32 0 36 None G.HN.53\n" ] } ], "source": [ "res_idxs_list, fragments, consensus_maps = mdciao.cli.residue_selection(\n", " \"GLU*,P0G,380-394,G.HN.*\",\n", " traj,\n", " GPCR_uniprot=GPCR,\n", " CGN_PDB=CGN,\n", " accept_guess=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## PDB Queries\n", "Now we grab a structure directly from the PDB, replicating the CLI command:\n", "\n", "```\n", "mdc_pdb.py 3SN6 -o 3SN6.gro\n", "```\n", "\n", "by using `mdciao.cli.pdb`. Check [here](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.cli.pdb.html#mdciao.cli.pdb) or use the inline docstring for more info. Please note that we're not storing the retrived structure on disk, but rather having it in memory as an ``mdtraj.Trajectory``:" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Checking https://files.rcsb.org/download/3SN6.pdb ...Please cite the following 3rd party publication:\n", " * Crystal structure of the beta2 adrenergic receptor-Gs protein complex\n", " Rasmussen, S.G. et al., Nature 2011\n", " https://doi.org/10.1038/nature10361\n" ] }, { "data": { "text/plain": [ "" ] }, "execution_count": 10, "metadata": {}, "output_type": "execute_result" } ], "source": [ "xray3SN6= mdciao.cli.pdb(\"3SN6\")\n", "xray3SN6" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can use the [awesome nglviewer](https://github.com/nglviewer/nglview/) to 3D-visualize the freshly grabbed structure inside the notebook.\n", "\n", "We need to import the module first, which needs to be installed in your Python environment. If you don't we recommend you [install](https://github.com/nglviewer/nglview/#installation) it via pip:\n", "\n", "```\n", "pip install nglview\n", "jupyter-nbextension enable nglview --py --sys-prefix\n", "```\n", "\n", "If you don't feel like installing now, you can continue use the notebook. " ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "13cb24e7208449a086050cdb1a8b200f", "version_major": 2, "version_minor": 0 }, "text/plain": [] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "103d34e66ef44131bacff9200317cbee", "version_major": 2, "version_minor": 0 }, "text/plain": [ "NGLWidget()" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "try:\n", " import nglview\n", " iwd = nglview.show_mdtraj(xray3SN6)\n", "except ImportError:\n", " iwd = None\n", "iwd\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Fragmentation Heuristics\n", "Now we go to fragmentation heuristics, replicating the CLI command:\n", "\n", "```\n", "mdc_fragments.py 3SN6.gro\n", "```\n", "\n", "but with the object ``xray3SN6`` (the ``.gro``-file comes below) and by using the ``cli.fragments`` method. Check [here](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.cli.fragment_overview.html#mdciao.cli.fragment_overview) or the inline docstring for more info. Also note that ``cli.fragments`` simply wraps around [mdciao.fragments.get_fragments](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.fragments.get_fragments.html), and you can use that method (or others in [mdciao.fragments](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/mdciao.fragments.html)) directly." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Auto-detected fragments with method 'chains'\n", "fragment 0 with 349 AAs THR9 ( 0) - LEU394 (348 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (1) \n", "fragment 2 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (2) \n", "fragment 3 with 443 AAs ASN1002 ( 747) - CYS341 (1189 ) (3) resSeq jumps\n", "fragment 4 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (4) \n", "fragment 5 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (5) \n", "\n", "Auto-detected fragments with method 'resSeq'\n", "fragment 0 with 51 AAs THR9 ( 0) - GLN59 (50 ) (0) \n", "fragment 1 with 115 AAs LYS88 ( 51) - VAL202 (165 ) (1) \n", "fragment 2 with 51 AAs SER205 ( 166) - MET255 (216 ) (2) \n", "fragment 3 with 132 AAs THR263 ( 217) - LEU394 (348 ) (3) \n", "fragment 4 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (4) \n", "fragment 5 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (5) \n", "fragment 6 with 159 AAs ASN1002 ( 747) - ALA1160 (905 ) (6) \n", "fragment 7 with 146 AAs GLU30 ( 906) - ARG175 (1051 ) (7) \n", "fragment 8 with 61 AAs GLN179 ( 1052) - ARG239 (1112 ) (8) \n", "fragment 9 with 77 AAs CYS265 ( 1113) - CYS341 (1189 ) (9) \n", "fragment 10 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (10) \n", "fragment 11 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (11) \n", "\n", "Auto-detected fragments with method 'resSeq+'\n", "fragment 0 with 349 AAs THR9 ( 0) - LEU394 (348 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (1) \n", "fragment 2 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (2) \n", "fragment 3 with 159 AAs ASN1002 ( 747) - ALA1160 (905 ) (3) \n", "fragment 4 with 284 AAs GLU30 ( 906) - CYS341 (1189 ) (4) resSeq jumps\n", "fragment 5 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (5) \n", "fragment 6 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (6) \n", "\n", "Auto-detected fragments with method 'lig_resSeq+'\n", "fragment 0 with 349 AAs THR9 ( 0) - LEU394 (348 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (1) \n", "fragment 2 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (2) \n", "fragment 3 with 159 AAs ASN1002 ( 747) - ALA1160 (905 ) (3) \n", "fragment 4 with 284 AAs GLU30 ( 906) - CYS341 (1189 ) (4) resSeq jumps\n", "fragment 5 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (5) \n", "fragment 6 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (6) \n", "\n", "Auto-detected fragments with method 'bonds'\n", "fragment 0 with 349 AAs THR9 ( 0) - LEU394 (348 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (1) \n", "fragment 2 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (2) \n", "fragment 3 with 443 AAs ASN1002 ( 747) - CYS341 (1189 ) (3) resSeq jumps\n", "fragment 4 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (4) \n", "fragment 5 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (5) \n", "\n", "Auto-detected fragments with method 'resSeq_bonds'\n", "fragment 0 with 51 AAs THR9 ( 0) - GLN59 (50 ) (0) \n", "fragment 1 with 115 AAs LYS88 ( 51) - VAL202 (165 ) (1) \n", "fragment 2 with 51 AAs SER205 ( 166) - MET255 (216 ) (2) \n", "fragment 3 with 132 AAs THR263 ( 217) - LEU394 (348 ) (3) \n", "fragment 4 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (4) \n", "fragment 5 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (5) \n", "fragment 6 with 159 AAs ASN1002 ( 747) - ALA1160 (905 ) (6) \n", "fragment 7 with 146 AAs GLU30 ( 906) - ARG175 (1051 ) (7) \n", "fragment 8 with 61 AAs GLN179 ( 1052) - ARG239 (1112 ) (8) \n", "fragment 9 with 77 AAs CYS265 ( 1113) - CYS341 (1189 ) (9) \n", "fragment 10 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (10) \n", "fragment 11 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (11) \n", "\n", "Auto-detected fragments with method 'None'\n", "fragment 0 with 1319 AAs THR9 ( 0) - P0G1601 (1318 ) (0) resSeq jumps\n", "\n" ] } ], "source": [ "frags= mdciao.cli.fragment_overview(xray3SN6.top)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This call iterates through all available heuristics on the ``mdtraj``[Topology](https://mdtraj.org/1.9.4/api/generated/mdtraj.Topology.html), arriving at different definitions of molecular fragments. They are all returned as a dictionary:" ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "dict_keys(['chains', 'resSeq', 'resSeq+', 'lig_resSeq+', 'bonds', 'resSeq_bonds', 'None'])" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "frags.keys()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Please note that since ``xray3SN6`` comes from the PDB directly, it contains chain descriptors, s.t. the method ``chains`` (first one) can simply list the chain information encoded into the PDB, which you can check [here](https://www.rcsb.org/sequence/3SN6):\n", "\n", "```\n", "Auto-detected fragments with method 'chains'\n", "fragment 0 with 349 AAs THR9 ( 0) - LEU394 (348 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (1) \n", "fragment 2 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (2) \n", "fragment 3 with 443 AAs ASN1002 ( 747) - CYS341 (1189 ) (3) resSeq jumps\n", "fragment 4 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (4) \n", "fragment 5 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (5) 5 with 1 AAs P0G1601 (1318) - P0G1601 (1318) (5) \n", "```" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "These fragments are:\n", "\n", "0. G-protein $\\alpha$ sub-unit\n", "1. G-protein $\\beta$ sub-unit\n", "2. G-protein $\\gamma$ sub-unit\n", "3. $\\beta_2$ adrenergic receptor, together with the bacteriophage T4 lysozyme as N-terminus\n", "4. VHH nanobody\n", "5. Ligand P0G\n", "\n", "However, we loose that chain information if we store the structure as ``.gro``, which doesn't encode for chains (i.e., the entire topology is put into a single chain)." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Auto-detected fragments with method 'chains'\n", "fragment 0 with 1319 AAs THR9 ( 0) - P0G1601 (1318 ) (0) resSeq jumps\n", "\n", "Auto-detected fragments with method 'lig_resSeq+'\n", "fragment 0 with 349 AAs THR9 ( 0) - LEU394 (348 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (1) \n", "fragment 2 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (2) \n", "fragment 3 with 159 AAs ASN1002 ( 747) - ALA1160 (905 ) (3) \n", "fragment 4 with 284 AAs GLU30 ( 906) - CYS341 (1189 ) (4) resSeq jumps\n", "fragment 5 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (5) \n", "fragment 6 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (6) \n", "\n" ] } ], "source": [ "from tempfile import NamedTemporaryFile\n", "with NamedTemporaryFile(suffix=\".gro\") as tmpgro:\n", " xray3SN6.save(tmpgro.name)\n", " xray3SN6gro = md.load(tmpgro.name)\n", "mdciao.cli.fragment_overview(xray3SN6gro.top, methods=[\"chains\", \"lig_resSeq+\"]);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The ``lig_resSeq+`` (the current default) has attempted to recover some meaningful fragments, closely resembling the original chains:" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "0. G-protein $\\alpha$ sub-unit\n", "1. G-protein $\\beta$ sub-unit\n", "2. G-protein $\\gamma$ sub-unit\n", "3. Bacteriophage T4 lysozyme as N-terminus\n", "4. $\\beta_2$ adrenergic receptor\n", "5. VHH nanobody\n", "6. Ligand P0G\n", "\n", "The former fragment 3 (4TL-$\\beta_2$AR) chain has been broken up into T4L and $\\beta_2$AR." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Interfaces\n", "Now we move to a more elaborate command:\n", "\n", "```\n", "mdc_interface.py prot.pdb traj.xtc -fg1 0 -fg2 3 --GPCR adrb2_human --CGN 3SN6 -t \"3SN6 beta2AR-Galpha interface\" -ni\n", "```\n", "\n", "and replicate it using ``cli.interface``. Check the docs [here](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.cli.interface.html#mdciao.cli.interface) or in the method's docstring. \n", "\n", "Additionally, we now have two other notebooks explicitly devoted to the representation of interfaces:\n", "\n", "* [Bar Plots](https://proteinformatics.uni-leipzig.de/mdciao/notebooks/Comparing_CGs_Bars.html)\n", "* [FlarePlots](https://proteinformatics.uni-leipzig.de/mdciao/notebooks/Comparing_CGs_Flares.html)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Will compute contact frequencies for trajectories:\n", "\n", " with a stride of 1 frames\n", "Using method 'lig_resSeq+' these fragments were found\n", "fragment 0 with 354 AAs LEU4 ( 0) - LEU394 (353 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 354) - ASN340 (693 ) (1) \n", "fragment 2 with 66 AAs ALA2 ( 694) - PHE67 (759 ) (2) \n", "fragment 3 with 283 AAs GLU30 ( 760) - LEU340 (1042 ) (3) resSeq jumps\n", "fragment 4 with 1 AAs P0G395 ( 1043) - P0G395 (1043 ) (4) \n", "GPCR-labels align best with fragments: [3] (first-last: GLU30-LEU340).\n", "\n", "These are the GPCR fragments mapped onto your topology:\n", " TM1 with 32 AAs GLU30@1.29x29 ( 760) - PHE61@1.60x60 (791 ) (TM1) \n", " ICL1 with 4 AAs GLU62@12.48x48 ( 792) - GLN65@12.51x51 (795 ) (ICL1) \n", " TM2 with 32 AAs THR66@2.37x37 ( 796) - LYS97@2.68x67 (827 ) (TM2) \n", " ECL1 with 4 AAs MET98@23.49x49 ( 828) - PHE101@23.52x52 (831 ) (ECL1) \n", " TM3 with 36 AAs GLY102@3.21x21 ( 832) - SER137@3.56x56 (867 ) (TM3) \n", " ICL2 with 8 AAs PRO138@34.50x50 ( 868) - LEU145@34.57x57 (875 ) (ICL2) \n", " TM4 with 27 AAs THR146@4.38x38 ( 876) - HIS172@4.64x64 (902 ) (TM4) \n", " ECL2 with 20 AAs TRP173 ( 903) - THR195 (922 ) (ECL2) resSeq jumps\n", " TM5 with 42 AAs ASN196@5.35x36 ( 923) - GLU237@5.76x76 (964 ) (TM5) \n", " ICL3 with 2 AAs GLY238 ( 965) - ARG239 (966 ) (ICL3) \n", " TM6 with 35 AAs CYS265@6.27x27 ( 967) - GLN299@6.61x61 (1001 ) (TM6) \n", " ECL3 with 4 AAs ASP300 ( 1002) - ILE303 (1005 ) (ECL3) \n", " TM7 with 25 AAs ARG304@7.31x30 ( 1006) - ARG328@7.55x55 (1030 ) (TM7) \n", " H8 with 12 AAs SER329@8.47x47 ( 1031) - LEU340@8.58x58 (1042 ) (H8) \n", "CGN-labels align best with fragments: [0] (first-last: LEU4-LEU394).\n", "\n", "These are the CGN fragments mapped onto your topology:\n", " G.HN with 28 AAs THR9@G.HN.26 ( 5) - VAL36@G.HN.53 (32 ) (G.HN) \n", " G.hns1 with 3 AAs TYR37@G.hns1.1 ( 33) - ALA39@G.hns1.3 (35 ) (G.hns1) \n", " G.S1 with 7 AAs THR40@G.S1.1 ( 36) - LEU46@G.S1.7 (42 ) (G.S1) \n", " G.s1h1 with 6 AAs GLY47@G.s1h1.1 ( 43) - GLY52@G.s1h1.6 (48 ) (G.s1h1) \n", " G.H1 with 7 AAs LYS53@G.H1.1 ( 49) - GLN59@G.H1.7 (55 ) (G.H1) \n", " H.HA with 26 AAs LYS88@H.HA.4 ( 56) - LEU113@H.HA.29 (81 ) (H.HA) \n", " H.hahb with 9 AAs VAL114@H.hahb.1 ( 82) - PRO122@H.hahb.9 (90 ) (H.hahb) \n", " H.HB with 14 AAs GLU123@H.HB.1 ( 91) - ASN136@H.HB.14 (104 ) (H.HB) \n", " H.hbhc with 7 AAs VAL137@H.hbhc.1 ( 105) - PRO143@H.hbhc.15 (111 ) (H.hbhc) \n", " H.HC with 12 AAs PRO144@H.HC.1 ( 112) - GLU155@H.HC.12 (123 ) (H.HC) \n", " H.hchd with 1 AAs ASP156@H.hchd.1 ( 124) - ASP156@H.hchd.1 (124 ) (H.hchd) \n", " H.HD with 12 AAs GLU157@H.HD.1 ( 125) - GLU168@H.HD.12 (136 ) (H.HD) \n", " H.hdhe with 5 AAs TYR169@H.hdhe.1 ( 137) - ASP173@H.hdhe.5 (141 ) (H.hdhe) \n", " H.HE with 13 AAs CYS174@H.HE.1 ( 142) - LYS186@H.HE.13 (154 ) (H.HE) \n", " H.hehf with 7 AAs GLN187@H.hehf.1 ( 155) - SER193@H.hehf.7 (161 ) (H.hehf) \n", " H.HF with 6 AAs ASP194@H.HF.1 ( 162) - ARG199@H.HF.6 (167 ) (H.HF) \n", " G.hfs2 with 5 AAs CYS200@G.hfs2.1 ( 168) - GLY206@G.hfs2.7 (172 ) (G.hfs2) resSeq jumps\n", " G.S2 with 8 AAs ILE207@G.S2.1 ( 173) - VAL214@G.S2.8 (180 ) (G.S2) \n", " G.s2s3 with 2 AAs ASP215@G.s2s3.1 ( 181) - LYS216@G.s2s3.2 (182 ) (G.s2s3) \n", " G.S3 with 8 AAs VAL217@G.S3.1 ( 183) - VAL224@G.S3.8 (190 ) (G.S3) \n", " G.s3h2 with 3 AAs GLY225@G.s3h2.1 ( 191) - GLN227@G.s3h2.3 (193 ) (G.s3h2) \n", " G.H2 with 10 AAs ARG228@G.H2.1 ( 194) - CYS237@G.H2.10 (203 ) (G.H2) \n", " G.h2s4 with 5 AAs PHE238@G.h2s4.1 ( 204) - THR242@G.h2s4.5 (208 ) (G.h2s4) \n", " G.S4 with 7 AAs ALA243@G.S4.1 ( 209) - ALA249@G.S4.7 (215 ) (G.S4) \n", " G.s4h3 with 8 AAs SER250@G.s4h3.1 ( 216) - ASN264@G.s4h3.15 (223 ) (G.s4h3) resSeq jumps\n", " G.H3 with 18 AAs ARG265@G.H3.1 ( 224) - LEU282@G.H3.18 (241 ) (G.H3) \n", " G.h3s5 with 3 AAs ARG283@G.h3s5.1 ( 242) - ILE285@G.h3s5.3 (244 ) (G.h3s5) \n", " G.S5 with 7 AAs SER286@G.S5.1 ( 245) - ASN292@G.S5.7 (251 ) (G.S5) \n", " G.s5hg with 1 AAs LYS293@G.s5hg.1 ( 252) - LYS293@G.s5hg.1 (252 ) (G.s5hg) \n", " G.HG with 17 AAs GLN294@G.HG.1 ( 253) - ASP310@G.HG.17 (269 ) (G.HG) \n", " G.hgh4 with 10 AAs TYR311@G.hgh4.1 ( 270) - THR320@G.hgh4.10 (279 ) (G.hgh4) \n", " G.H4 with 27 AAs PRO321@G.H4.1 ( 280) - ARG347@G.H4.27 (306 ) (G.H4) \n", " G.h4s6 with 11 AAs ILE348@G.h4s6.1 ( 307) - TYR358@G.h4s6.20 (317 ) (G.h4s6) \n", " G.S6 with 5 AAs CYS359@G.S6.1 ( 318) - PHE363@G.S6.5 (322 ) (G.S6) \n", " G.s6h5 with 5 AAs THR364@G.s6h5.1 ( 323) - ASP368@G.s6h5.5 (327 ) (G.s6h5) \n", " G.H5 with 26 AAs THR369@G.H5.1 ( 328) - LEU394@G.H5.26 (353 ) (G.H5) \n", "\n", "Computing distances in the interface between fragments\n", "0\n", "and\n", "3\n", "The interface is restricted to the residues within 35.0 Angstrom of each other in the reference topology.\n", "Computing interface...done!\n", "\n", "From 100182 potential group_1-group_2 distances, the interface was reduced to only 20307 potential contacts.\n", "If this number is still too high (i.e. the computation is too slow) consider using a smaller interface cutoff\n", "\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "\r", " 0%| | 0/1 [00:00" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { "image/png": "iVBORw0KGgoAAAANSUhEUgAAA2gAAAJHCAYAAADlm3VqAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjUuMSwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy/YYfK9AAAACXBIWXMAAAsTAAALEwEAmpwYAAEAAElEQVR4nOyddXgUxxvHv3Oai1yM4EGLtmixQHCXFpeiKe5OcS3eFNcAxa3QEooVLVqsuEMpTiCul/P5/TG74XJckrso/XU+z7PPJXtzu7Ozs7PznfeddwilFBwOh8PhcDgcDofDyXkkOZ0BDofD4XA4HA6Hw+EwuEDjcDgcDofD4XA4nE8ELtA4HA6Hw+FwOBwO5xOBCzQOh8PhcDgcDofD+UTgAo3D4XA4HA6Hw+FwPhG4QONwOBwOh8PhcDicTwQu0DgcDofD4XA4HA7nE4ELNA6Hw+FwOBwOh8P5ROACjcPhcD5RCEOe0/ngcDgcDoeTfXCBxuFwOJ8ghJCmAEIBxBFCxuZ0fjgcDofD4WQPhFKa03ngcDgcjgWEEAmAdwDWAXgGYCmALymlD3M0YxwOh8PhcLIcWU5ngMPhcDgf4Qk2gDYZAAghrQCUB8AFGofD4XA4/+dwF0cOJ4shhHxJCDlHCIkjhFBCSL2czhPn04ZSGgEghBBSnxBSGEAVAI8y8xy8Xn5AmOs3jBDykBCiJ4S8I4Qs5fP/UocQEiDUnSI5nRdb/JvrOCGkjZBvr5zOy78FQshQQshLQogyp/PC4WQULtA4mQohJDchZD4h5B4hJIEQoiGE3Bb25cvC8/oTQmYQQjyy6hzpOQ8hRApgN4ACAMYB6AHgQdblkGMNIcSVEELsSFeZEPILIeSZUG/DCSFnCSGt7TxPPaETaGtrlI6sLwZwCsBzAJsppbfScYyU8mp3vRQ74Vb7HCorQkg5QsjPhJDnhBAtIeQtIeQMIWSG9XkIITpCiK+NY/xOCHmewvErEUL2E0IihfzcJYQMt7M4AGAWgGUArgEYBuB3AMMBDLE4R1VCyDJCyB1CSLxwDQcJIVVSOighpJdwTX+nkka8bnEzEkLeEEI2EUIKOHAN4vG8CCGzCCE3CCGxQnm+IITsIYS0tedZyA6yus3+1NpeW89RKmklAL4HsJpSGmn5+1S2gCzMvq08uhJCZhJCDhNCwoQ8TLCRzuHnxsYx5EKdfim0H7cJIV1tJN0AwAnAgAxcGofzScBdHDmZhtDgHgagBrATwAoAZjDXrH4A2gEomUWn9wcwHcAmANFZdI70nMcXQHEAoyila7IuWxwRoWPWQ9hqgr2w9YSQB2D1ciWlNN7GT4sJaTcCeAvAFazOBhNChlJKV9qZhZUALlntu+vgNRAAI8DEWREANx35vR1ktF7aXVaEkFpgQjME7Ll5DSA/gBoApgCYYXVsBYBJAAbZkxFCSBMABwBcB+vUxgvXVtDO3+cHMB7AEkrpKGH3WkJIfQB+AJYI+8aDPf97wMScB4D+AC4TQr6ilB62cfjuYPewOCHEj1J6MZWszADwFKxcawAIAFCbEPIFpTTRzmupBNYGewn53ABAA3a/WwD4FUx0rrLneHawFcAuALp0/Dar2+x/c9vbHMAXACwHPB4CMAF4CWCajd/8mQ35siSXkI/XAG4AaJxCuvQ8N9YEAegJ1rbeAdAGwHZCiIxSukVMRClNJIRsATCGELKCUmpOz4VxOJ8ElFK+8S3DG1ij+xrAewCf2/jeHcC8LDz/BAAUQJEsvk6HzgOgmpA+wI60zjl9H//tG4BCYB31BABbAPQG6+x0BRAo1NGXAGraeTwJWOfjbzvS1hPudZdMuI5vwAY3agufszK5nByplwHsVZG+sgJwCEAkgFw2fpPf+jzCMXQAfK3S/g7gudU+NVgwlb0AJOksiyHCeQtb7f8bzHIp/l8TgMIqjSeYQL1u47j5wDrU3cBE2srUyhdADav9C4T9ney8DncAr4Ty+CKFNPUBtM3MupSBOpglbbbYjjpSx7Ppeu16joS0vwC4bGP/MOGapnwC16MUn1+wQSQKYIKNdA49NzZ+X1k49lSLfQTAH2D9DaVV+qpC+kY5XUZ841tGthzPAN/+PzawUTIKoLud6b8A8BvYyKkGwEUAzW2kmyEctwSANQAiwEbI9wDwtkpjvdUTvi8MNmL8UDhXNNiIuy0hmQ/AWrCOvE7oWK0D4JbWeWwca5ONtM+t8lwWwGbhup5Z5SNIeInpADwB8B2EyKsW6WqAjZxqwYTHBADfwqrjI+TluY08Blintff89twbB8q2sXCsjzqPAFoK37VKo07lE479Byw6/lZpVGAWkRgAFeysq4cAhNmRrp6Qzy5gFiV5Op8lmVDeu4X/nwP41YHfp/pspVYvUzheAOzvWH5UVmDP3Tk7fivWxU5C/Vht9b0tgTZQ+E1p4X9XOCjUwJ4/6+PmF4472o7fbwegtbF/DNhAgSuA+QDCbdUJpCzQxHo/0c7r+E5I3zUdda49gKsAEsGEaTth/2kAq+y4Z0Us9s1ABttsIY0jbVCydjS1Oo5Meh/YSJdWXgNg30CHQrgPc1L4fhXYoE1HR+9zVm1IRaA5+tzYSDcfbKDDy0adpQCaWu0nAKKQwoAI3/j2b9m4iyMns/gaTCT8nFZCQkhJABfAXmSLwV7e3wI4SAjpQCndZ+NnO8FcpKaCvfiHATCAWUZ+BVAaQGcAo8A6QsCH+QZVAdQV0j0H63wNBHCWEPI5pfSdkK+8AK4A8AF7Cd8Fe/G2BeBtx3msWQvWWZgB9vI+J1yrJT8LeZoK9mIGISQ3mIucXPhdCJglZYGQ95FCurIATgCIBTAbgB7MdcSW+57d2Ht+C1K7N+Ix0yrbk2CdoB4ArO9/dwBhYB301NgC4D6AlpRSg3BeOQAZZa4vcgBOlNKRhBATgK2EkAqUUmp1/a5gbmaeQv6agblx2cs6sE65mRDyJ1in5YIDv+8L1uFpKfx/H0x0pYmdz5Y99dIu7Cyr5wBqCWVtzzy6l2Ad7N6EkLmU0leppG0EJrYLEUIOAPgMQLzo5kQp1dpxvvIArPMlDjj9Zsfv8+NDW2BJDwAHKaXxhJAdwjGbgYkBeygifEbamf5rsI79XjvTAwCEeYDTAewAc1ntD2AjISQCQC0wYZEe0t1mp6MNsm5HLyPlOp5Z74O4dOY1LaqAPVN/pfD9cLCpApsJIc8opSmlS4bQ/rnbmYcYsQ3NQlJ6bqypDOApFebiWXDZ4vuj4k5KKSWEXANzq+Rw/r3ktELk2//HBtaJuGln2r1gL+rSFvvUAF4Im8Ri/wywjtI2q2MsAWAE4C78n6K7DGy4DoJ15LQAJlvs2wTBrcxGepLWeVK41hqw4WZjcV2/2PhNEJjrRh6r/QvBRhKLCP//AibKiluk8QEbEU63Bc2B89t1bxwo27lgwsLT4js3MCvEsjTKuS5Yhymf8L9KOKdeyONJsDkMz4XvFWAdqcY2jrUNH0bdjWCCwz218wu/qwlWt/uAdZbHgwlLPYBadtYXFYA3AIIs9gUK5a7KrGcrpXrp6GZPWQFoIOTfBNapCgQTn04p1MUaYK6qyaxosG1BuyXUjwSh3rUTPs0AdtiRfylYO/A9WKe4Cj5YKFbb8ftaQtofrfZ/DiuLMFgHf3cqz2BTsHk9BcGsA6FgFh6b1mAbx7HZBgNwEY4rbpbPZU3h3Est9tUX9t2GhYtnCucU827ZfsxAxttsR9sgW+1oSm1vpr0PHMmrA89UbyHfFVNJ4wngMVhbUcDO49aDbaulra2eg3kuAgcsaCk9NymkvQvgjI39EuGcy1OoPzpHroFvfPvUNh7FkZNZqCGMKKaGEMChGYAD1GLRXUppLJg7TCEA5Wz81HpS+xmwzlWhtM5JKdVYnN+ZEOINJmIeA/hS2C8BGxn9nVJ6zsYxqPW+TGK15T9CcIgOAA4CMBFCcokb2CihBEBdq3J8apHPMDDXkXRh7/mtfpbqvXGgbDeDCadOFl+3B+AMFowgNToC2EspDRH+/x7M1XAu2ITyO2ATzMVz6gEcAeu0WDMPzOWyF5iwUwlbqlBK/6SUdqCUbqCU/kYpXQA2D8YANppuD8PAAjzMtNh3H6zcy6b2www8WxkhzbKilJ4CsygcALuGMWD16z0h5FtbB6WUWlrRPoroaIErWP3YRCkdSSn9lVI6Euy5+oYQUiqN/JcEm0tzC2wu2lWw4CRvwKzSKSJYTnaACd+ZVl/3ALNsWwZA2Anga0KIOoVD/g4m6F+BCe1YMLfet2lcg0hKbfAC4bjitt/iu5HCbyyDTrwQPj8Hcy9LL+lqs9PZBq2GnWTm+yCdeU2LXMJnVCpposEszd5g7YU93AJ7Vu3ZMi1irDVpPDe2UMFGEBrKAoAYYLttjgSgSOVZ43A+ebiLIyeziAWzdqSFD9iIrq0Fd+8Ln0Xw8QvihdX/4ssrzZcTIcQJLIx2dzAXFUtEFwsfsA7OnbSOl8k8tfrfB2x0tLew2SK3kM4ZttfGysh6Wfae35K07o1dZUspfUQIuQx2n9YKu7sDeEQpvZpGvr8EEyFip2kAgAWU0hnC9/sJW0+ojsVv3gt5s87HPQD3hGNtBYtAeIAQUs1RoU4pfUYI2QugOyHE2bJzaA0hxB3M6rYbgJx8WFsqRvj8AiwMfEqk99lKN/aWFaX0TwBtBBFZHkArMKH2EyHkhSDirJkDZqFJLaKjGN3Q2q1yF4DBYCP1qT0P5YXPW8J1vABzmRoI4C/BLTPU+keEEDcw8eUGoI4ggsXvCJgb32kA+ciHqPYXwax07cFcCa0ZDubi5w5mha0NZoERjyvFx/U1UhhsAFJug5cDCBb+/snqeE3BREiMRXox8t0+SmlGwtKnt81OTxtk3Y6mSCa/D9KTV3tJbTmEUQAagrnx2vXOopRGgbnE5xipPTepkAg2iGJ9LAmYW6mtCKdi2WXVwCqHk+VwgcbJLB4AqEwIUVh0GBwltReSKYX99qzpsxRsXs9ysPk5MWCdkCX4sBZgTjXo1i8XMT87YdGZsuIJUs+vrTJJ6bqk6Ty/JWndG0fKdjOAlYI40YO5W9kKKW2NN5jLIsA6Ta74ONT9JSQXaL5g1ooUoZRSQsgeMOtbSaRP/L4AK1cPMJe1lBgH1nntJWzWZMT6leVrX9lTVpRSE1iUxhuEkAtgVrfuYMLOOu1LQsgmCHPRUjjtWzBLj7WIEv/3TCPb5cDcI58KI/IPAOwlhJwHC3hSH0wwJ0EIUYFZA8uAuchaL6FQD6xu+YK5ulrTHbYF2lVK6SXhHMEAzgLYQQgpRdmyEL5g86osqQ8mBAEmwr+0boMppY8g3AtCiGX9Kw4mQqxFv2jBWW4jj46Q3jY7PW2QXcsQCGTm+yA9eU0LUSR6gs2RSwYhpDyYZ8BJsHmmdkEIUcB+a1tkBt7jKZ0/recmJULAArtYk1/4tGVh9gSgp5Sm6dXD4XyqcIHGySx+A5vP0BGpu9iFgXWIStv4Ttz3PB3nT+1F2hnAFsH1KQlCiCc+vAxDwUag0+oEZ7WACxPyIaOUpjjaKYx+a2C7HG2tNRcFJhCsKZKe8zuIvWULMMvHYrBOrA6so7TNjt/F4sME+Agw15fPrNIUF/8Q3Gxag7k/poXoQuOeaqqUKQbWWU3RZUnIz0iwuRNHbCRZjbQDhWTVs+UIjpTVFeEzfyppLK1otrgG5pJVAMkFobjAc1gaeSgH4C79eL0kseOdrPMnBFrYC9bWfS1YBq3pDuZi1cfGdw0BDCaEFKCUvkkpU5RSEyFkPFhwi+FgHfJ3+HitKUtr6G9gFsO02mARb+HTul6KZW1PAIeMkFJbmhVtkCWZ+T7IiryKVsuiYIMZlnl0Aru3CQB6OWjRrwkW4dYeLIV/hrHzuUmJawAaEEK8aPJAIdWFz+s2flMcObgoOYeTGfA5aJzMYi3YvI0fCSFlrL8khKiFiGwmsLkWrYSIc+L3bmBuaS+RPjfDBOHT1oi5CVajtoSQb2DRMRQ6aPsANCeE1LSRf/H3qZ0nwwjlsxdAW0JIZRv5cCeEyIV0RwF8RQixFB4+sIieaMHfANwJW8hWTOsKK0uNved38JrsLVvRDecAWCe3O4CzlFJrVylbPIDwwhauYR+AKYSQrwkhhQgh3cGi00kJIU3BOirnKaUnLfLxkSuSMOrcA2yE/r7FfmdCSGlhrom476PRaeFZ6AA2yT21Uf4p+BBSPdh6E64vVYGWhc/WRzhYVg0EdyRrWgiftlwyASSfiwZmQbJGjBprPZftW7DnPq0OaTkAuYXRfTG/EjCx/AbMwmK5fzvYPL+elNKPoooKHegOAA6ncB8Xgb13bT2jyaCUngdzixxJCFFRSrWU0hNWm6W4EsPBLyKEfJ7CYS3bwWiLMhDz3wJs7hVgx7zLDGKzLc2KNsiKTHsfZFFer4EFLKli47sFYO3AwNQEfgrkyBw0e54bi7QftatgyzNIwFyWxXQEwFAwgXza6hgEzOU9uxfu5nAyFW5B42QKlNJoQkgbMP/y64SFlb4K5jpSDmzh3Qiw0dnJYC+Bc4SQlfgQCrwQ2Nou1qPZ9iCGGp5LCNkJ5h53Spg/8huAnoSQWLCIUBXBRlH/sTrGRCFfJwkhQWBzUvKARYZrC2Z9SO08mcUEsInlFwghG8A61WqwF3N7MMvQOzDXv6b4UI4GMBHyAh9by3aCTfjfRwhZCua73xtspNi642vv+R3BnrIV2YwPocj72nn8gwCWEEKmCfO8RoHVRTEgQihYQIs5YPVhA4CxVsfYRQjRgb3YQ8Dmp/QACxE+RnAzE6kG1vmfCRZJDgB2E0LiwepIKIBSYMLIaONcSRBCCgvpVtKPQ0mL/A2gPiHE06pTbk1WPFu2cKSslgFwJYTsAxOaErB5Xj3A2oQlaZxLtKKVhdW8JkrpDULIT2BukHKwQBR1wZ7vH2gqIfqFAYoiYJ3188JxZMJvq4EF6LAsr0Aw69RxADJB9FvmZRuYS6MaKYTnF+Yk3gMbfPghjesWz/kLPrjkpQilNIYQ0hrMNfO64G56CUIkSLB5fyXxwfX3IZj73UChbdSAPft7hOucRAiZTym9gqwhtbY0K9ogkcx8HyCz80op1RNCfhfOnWQ5JoTUAgsi9BCA0rr+AbhNKb2dynEzfQ4aIWQo2LvGQ9hVnxAi9iuXC3Mb7XluRD5qVyml1wib3zpTGIC8A+b5UA9Ab0qpdQCRamAW/OCMXh+Hk6PQTyCUJN/+fzawCdELwEbQNWCj6bfBOll5LNJ9AdYJjxHSXATQwsbxZoBZFvJa7a+Hjxc2nQxmJTBZfgf2shRDISeAdeKqgo28nbY6bkGw+SHvwVzsnoGNTLumdZ4UyiOtMPt5U/idN5ir3zOwjksogPNgHX2FRbqaQtmlulC1kLYBgJvC8Z4BGIGUF6pO8/yO3Bt7y1ZIJwPr0CTCjvD2Fr95AmCFxT4JgErCPVCCdSKqwkaYbSH9t2Cdg/dgYjcCwDEwlxzrtOI1zrDYNxys8yu6WL4Di1ZWJo28bxLK2DeVNOIixB+F/LaRNs1nK6V66cBz7khZNQNbR+o+mDuYeO/XAyhqkU6sizVsHGMNLBYbtvpODraO13OhHJ8AGA2rRd1t/M5POOYGi9++AhP11W2kP41UQpMLaX4Trs8tlfPOE35T3o7rlgjX8wJ2LnwONofsezArSLyQn5dg1savLcsFLEjKBbD2IxrsmZeCWfq0ACalcS4x70Us9s1ABtts4bt0t0Gp1XFk8vvA3rw6+Hy1EvL+mY2yTmmb4eh5MrqBPTcp5aeIvc+NjToyw2q/QqjTr4T7cAdA9xTyFCikc2jBer7x7VPbxPWHOBzO/wmEkACwTkVRSunznM2N4wguMS8BXKCUdnbgdzXAOgPLwFwFPwpSQAhxBpugvt/6O85/C0JIf7DOdm7KlqfgcD4JhDbwNliEzRSt75zkCK7KLwDMpZQuyeHscDgZgs9B43A4nxotwII8bHbkR5RFwGsN5i54lxAyjBBSkRDiSwj5khDyHZh70GLBvY3z36YcgDAuzjifGpS51k4BMMDW3FZOivSBsMB9TmeEw8ko3ILG4fyf8W+1oBFCqoN1mieDuceWo+mYM0XYwsbTweY9WC5UGgbmVreAJl/3ifMfhBByGszFqn5O54XD4XA4HEt4kBAOh/OpMAgseMJtsMnf6QpoQVlgiL6EkEFgQRG8wcJnP0zvMTn/l5TDxwtcczgcDoeT43ALGofD4XA4HA6Hw+F8IvA5aBwOh8PhcDgcDofzicAFGofD4XA4HA6Hw+F8InCBxuFwOBwOh8PhcDifCFygcTgcDofD4XA4HM4nAhdonGyHEPKcEPJ7TueDkzUQQlwIIWsIIW8JIZQQsimn88ThcDjphRCSmxCymxASJrRpMzLhmDMIIdRq32lh+QcOh/Mfhws0TpZACPEXXkAeOZ2XzIAQUpoQMo8Qcp0QEkMICSWEnCKENE4hvRshZDkh5B0hJJEQcokQ0iS7851RCCGuwn2s58DPxoItFr0RQA8Aa7Mga580hJChwnp0nzTZlc9/S3mkRTqfh2yDELJJEBApbbUs0j5PJZ3BjnM1JoQcJIS8IoRohbbud0JInRTSDySE3CWE6IS0a+1dhJkQUoMQcpUQEk8IuUIIqWEjzVjh+FmxfNACAF8DWATWpv2aBef45CGEdCeEjPx/OQ+H8ynDw+xzsgRCyAQA82BjsWRCyHOwNama5UDW0gUhJBBAHwC/APgLgBPYi7oygIGU0rUWaQmAEwBqgr3QXwLoBaAagCaU0lPZm/v0QwjJCyAEwExK6Qw7f3MagAeltGLW5ezThhDyEMA7Smm9nM5LamRXPv8t5ZEW6XkeshNCiB+A4ja++hGAHEBeSqleSNsGgKtVOi8ASwEcopS2SuNcwwHUBWsPQ4XfdgNbX64NpfSARdq5ACYC+A3A7wCKABgG4AGAmpRSXSrnUQP4G8AVAAcBBAAoBuAzSmmskCYvgEcA2mZF+yq8s25SSttk4jFnAJhOKSUW+04DwKf6nAieL6UppUX+H87D4XzK8IWqORz72AVgBqU0XtxBCFkF4CqA2YSQdRaLILcB0ABAT0rpViHtJrAFmBcBqJh92c4RcoN12FKFECIFIBU7jBzOfxlCiIpSmpiRY1BKLwK4aHXc0mDP5FrLZ41SGmwjD4OEP7fZca5lAJZZ/X4lgKcARgA4IOzLB2AcgJ8ppZ0t0v4JIBhAXwArUzlVTQAuADpQSrVC5/0ZAD8AR4U0CwEcz8LBr9wAorPo2BwOh/MxlFK+8S1TNwAzAFAbWz3h++dgo6jVAJwHkAjgFYCRNo6lADAVbHRUB+AdgDVgFhrLdJUBHAYQJhzvHwBbALhYpCEAhoIJJS2ACADbARTMwLXOEa4tr8W+XcKxpVZpxwhpS9lZfqUAbAIQJRxvAZhbcm4AP4N1GMLARmGtj6ECMF8oax1Yh2Y2AKW95QY2ym3rPm5KId/1UrrvFseaAGAwgCcAjBZ1Ih+AIABvhfw+AfAdBCu/xTnUQrpIALFgFs18wrFnWKTbBOC5jTwGCGmLWO1vDOAPAHEAEoS/a6ZwX0oIdTACQDyAPQC8LdI9t1EGH+XFRt4aAzglXFccgGsA+lql+RrAZQAaoV7sAxtpztR8gj13s8CsI1FC3bgM4OsU8t4FwCWh7KLBnuvW9pSHUB/uCL+NFK57oB3lRQAMAXBTyF84gOMAalvd7xNg7YYOwGMA4wFIrI51GsBDABUAnBXK9xWA8RZpiti4jqTnAQ7UOXxoA+sL5aaFUH9hZ5uXjjbK3460F4T6p8pAm3gPwFWL/9sJ529tI20cgAtpHK8tgAirNoCCWekAJuASABROR16/ALPqRQv3/CKA5jbunfVWJJVjfg1m6Xsj3L8XYG23dds7AwC1UQ9P25n3KmAiOFLI+10AE63S+IO1KfFCWR8HUD2F+lkbwFwwC3EigGNgHjCWefuoLCy+HyvUn3ChPt8B0CeFvKfY1tlxnk5gA6OxAGKE80xLb33lG98+1Y1b0DhZwa8ASgPoDGAUWIMNMHcWkaJgL5dNYCKpM4DFhJD7lNJjQJKr4D4wa9R6sIa4OJjI+pIQUpNSaiCE+IC9eMLBRlKjAPiCvShdwV7eALAabLR2K4BVAPKCudnUJIRUopRGp+Na84MJjRiLfZUBXKOUmqzSXrb4/pEdx94F1qGcBKApmGCJAusMXwNzGWoPYAYh5BYVRsSFcvsVQDMwsXUZ7EU9GcDnYB0e2FFuYWBlvQLsPojzLp6mkN8HYG6fC4XymGOxXyX83V04dhDYizmEEJIbrJMqF/aHgHUWFoCV70iL69oH1qndANYxbwQmMNMNIeQbMIvBHwCmgIng3gBOEULqUkovW/1kp5DHqWAiaBgAA4CuwvcjweqXZRnEIxUIIT0AbAa73z+A3ZPyAFqC1X0xn9sB3BLy6S6c+09CyJeU0meZmE81gIEAdgP4Cez+dQMQTAhpTikVLRcghEwGE/9XwUSdBsCXYHV2f2rnIYT0AbOe/AJWz+RgddQfTJSkRhDY83wCrB0hYJ312gDOCWmGgj1rvwv5agw2cOEO9lxZ4g5mkdkHNgDSGsB8QoiUUjoXjj8PafEZ2HWvByvjl/a2efaeQDheVzBBeCGNtEXBym8zdcCSRwhxB7tvucGem7JgHX0RhfCpsfHzRACVCCES+sEDwZrrANSEkDEA9oK9U4wArhNCJACWA/iBUvrC3jwL+S4JViY6AIvB6uS3AA4SQjpQSveBifUeYPfnElidA1hdSIneQv6Wg7WpNcHEiy8+PHsZghDSEMAhsMGXFWBisBRY2z1PSFMHrH1/DfZ8SsCe6TMptGuLwe7HPAC5hDxvF/IPsGfXE6xNHmUjW6MAHAF7dijYe2a98PyI5WZPW5fieQghjcDei6fA3n8m4bptznvkcP7V5LRC5Nv/5wZmKbE50ogPI+qNLPYpAbwHsMdiX1cAZgD1rX7fQvh9D+H/1sL/VVLJT00hTYDV/vJgndap6bjG4mAvtF+s9seDdXKs0xcT8jAmjePOENJtsNhHwDqCZgCzLPY7gY2gHrDY10r4/fdWx11sWe52llteWFmn7CiXh7AaBcYH60M8gHxW3wUJ9z6P1f6FYC/gIsL/XwnHmGqVbrt1HmGnNQPMUhgJK6sgAGcwq+NJG/dlm1XaJWAdMvfUyiCV8lKDiZebsLD4ivdd+JSDia2HSG4VriSU0bbMzCcAKT4e8VcAuA/mSmb5DJjARLLMVt7TOM8+AHfT8ezVE64xyMZ3lud1tvH9eqEeKi32nRaON9FinwRMtGvEMkMqz4O9dU7Y91zY97VVWrvaPAfKyR822oIU0k4R0jZ08Bzn8cHSkQgmuBVWdZTCot0S9pex+J13GucYCdZOU+FzhLB/gFCWDlv8wMSeARYWaLBn8YWwSSz2a5GC54CN49qqc1OE+1rQYt8MpMOCJtTLp2DeBj6p1P2/wAScj8W+AmADY+dt1M8zVtc8Utj/ucW+323V8VSu+ziAJ1blm2pbl9p5wN5hMbDyTuEb3/4fNx7FkZNTPKGUnhD/oWyS+CUwESPSCWyU7Q4hJJe4gU0WjwcbZQaYqwMAtCKEyFM4XyfhN4etjvUWzJ2uQQq/swkhxBlspFCLj0cTVWCjstZoLb63h/XiH5RSCnbdBGw0V9yvBbOoWAYGEAXaj1bHWyh8thQ+7Sm3zCaYUhoi/iOM8HcAcwkyWd2bo2CdkbpiPsE6OcusjrkkA/lpDDZau93q3M5glpnaNspmldX/Z8AETaF05qEJWMdlLqU0wfIL4b4DzCKVF8AqyzSU0htCPlsIZZkp+aSUmoRnEoQQhRBtTy0c40uLpG3B7tEMSqkxhbynRiyAgoSQanaktaSD8DnFRt6pxd8agM13JIR4Cvf2NJgwL2X1UzMs5kJRZtFZCfa81ncwf/bwmlL6m9U+e9s8e+kufKY5pwzMQvoGTJQ6wkgwa2k/ADfAylYpfinU0T8BjCWEDCCEFCGE1AWzzorWwFTbRErpEjCLSk0A+SmlSwkhnmDWljEAjISQhYSQZ0Ikx29TO54w/7UZ2MDWQ4vzxIJZbguBBTtxGIs6JyGEuAv37yxY2105Pce0ojLYe3IJpTSZJU+s+0LQlC/BBgrDLL5/A2AHmNeIp9Vx19LkVswzwmcx2IHFdcsJIV7CdZ8C8JlgZQXsa+tSIxasfv3rIiJzOI7CXRw5OYUtd5QoMIuWSEmwTlRK7iS5hc/TYO5G0wGMJoScAXOf3EE/BPUoCeZa9z6FY9nzcgDAXkBg83k+B9CCUvrSKkkiLDooFjhZfG8P1scV3Shf2dhf2uL/ImAR86ItE1FKQwgh0cL3gH3lltlYu4P5gAmk3sJmC/E+FwbwnlIaY/W9Pe6iKVFS+DyWShoPJK+D1nU3Svi0K2S4DURxfSeVNEWEz4c2vruPDx0fy7LJUD4JIX3BBh/KgHUuRSyfFXvynhoLADQEcJkQ8g/YiPvPNO1gD8UBhFJKUw1GQwjxB3O3q44PrnYiHlb/vxc66JY8Fj4Lp5Gf9PCPjX32tnlpQghRAOgI4C9KaarPCCGkClgbEkhTdjW0CaX0L4vjbAOzjmzEBxEN4e+d+OC2SsFczf8GE/lxdpwnDMnLZTaAW5TSXwgh08BcEbuBPSsbCCF/U0rPfXwkAKzdcUHKzxOE49xKK1/WEEI+B3Pdq4ePhaeHo8ezQWa0FwRMhEZZ7M9oe9EazJ26IthAkCXuYG1TRtuL1WCDGIcJIW/BBqd+BfCbnQKPw/nXwAUaJ6ewnp8lYtkRlIC9TEakkDYcSBp5ay+MwrcCs4qsBTCJEFKdUvpeOFYE2PwtWySksD955tichy1gI8adU+hIhoAFrrAmv/D51p5zIYUyoh/PbQOSl1tqJKWzs9wyG2txKlrxd8LCMmjFE+GTwH4hnVI6646DeP4AMOuBLawFoT111xHE36W3g5HSedOdT2G+2zqwAAoLwKJyGsHm6FjOo3HknnwEpfQ+IaQUgOZgz1QrAAMIIWsppQNTy2Ja5yWEFIPgYgVm5XkJZtmujA8Bd5JlJ4Xz2Iu9dU7E1kCNXW2enbQA61zPsiOtI5a2FKEsyuJvYNaypKiUgtW8nnBPCgJ4Ril9RQi5CCa0rZ+xVCGEVABb9kS05vYEswCdEr4PEPalJNBSPXw6fiPmyx0f3GIngQ1IJYK5Fm5C5qw9+ym2F7XA3JXPg7mdhgDQg9XBUfhw3RnKO6X0nXDvG4NZQJuB3ecjhJCWXKRx/p/gAo2TVWRGQ/kU7AV8yp5RXUrpFTBXoGmEkOZg82L6grnBPAVr1C9TStMcrU2FNWAirx+l9JcU0lwD0EiYHG350qsufF7PwPnt4TmAJoQQD0srmuD24i58n0Qa5ZbVL7wwMLcVmaXLawo8BytXd6sOnbWrGsBGfz1s7C9i9b9o0Quz4/yO4Ei5/S18loPtEW/gwz0rjY+tfaXBrtfa+mMPKeWzM5iFp41lp8eG69jfYJ2uL8CChDh6HgiuTnsB7CVskeHNYCLte8ElyxZ/A2hKCMmdihXtazCr9VfUIoCEEAzDFnkJIWorK1oJ4VP8fWr31d46lxoOtXlp0A1MVO9MLZHg7tcZwB1KqcMWIxuowOqEG6xEKKX0HwiWQ8Ft9kswV3FHWQ4myO4J/xdA8oGvN8K+lAgDG5QrbeM7cd/zdOSrPph1rh6lVHQRBCGkcTqOlRKW7cXvKaR5LnymdH0UH3to2ENK9b8jmAt/E8HtHgBACLF2DbanrUvtPKBsqYhDAA4Jbt3zwCKz1kQagXA4nH8TfA4aJ6sQLVLWfu6OsAtAHrAIZskghMhEH3phbon1KJ8ogsTz74IwV8bGsYjgL58qhC1W3Q8s9Pb6VJLuAeAN4BuL3yoB9AfrBGXEJc8eDoJ1kKznxo0TPg8JebKn3DLjPqaIIGD3AmhLCPlofoYwh0OcA3YI7B4Ot0o20sah/wbgTgipZHEsV7AFwy35HSzE9hThHlmf38e+K/mIBNhfZsfAxNVEYW6j5fnF+3MNLNz6IEKIyuJ7cTT5cDpHj1PKpziwYLmIbjEIEUAt2Ac2d2u60NG3lfcUz0MI8bb8X5jHdlv4N7Xy2yt8fmQdsjivrWtQwkZ7IiABC9svppWALQGgBXMHBlJ/Huytc6lhV5uXFoIlpxVYQJe01iRsBDa/MUXrGSGkEGHrqVnu+8jdUhBdbQG8suO8C8Csi4vTSGd9jq5gImO6xe4QJBcjZYR9NhHand/B5t+Kbs4ghLiBWYBeIn1ueLbqnATA6HQcKyWug4nckdbPj1j3KaXvwNqMnpbvNkJIfjDh/iel1NK90V4SYHsQwgQmqpL6lEJdtXZbt6etS/E8NtoLCjbvEciidxSHk1NwCxonqxDnJcwlhOwEc3c4ZcdL25LtYGvoLCVsUvkZsJfAZ2BzGsaAdWh6ARhCCNkHNgKtAnPFEjv/oJSeI4QsA5trVQEsHLAGLNx/W7Cw7fNTygghZLhwvhsA3hJCulsl2Wcx6flXIa/rhE7NSyGPxcFcMrKaQ2Cdj2mEkEJglo2aYC/m/RaWInvKLZ4Q8ghAF0LIYzA30Wf04xDNGWECWCCQC4SQDWAdIzWYVaY92P1+BzY/7gyAmcJ13QATJ7YsIjvB7uc+QshSsCiIvcFc9XzFRJTSOEJIfyH9LULIduFcBcFGwxPA3O8c5S8A/Qkh08HmMcVTSg/YSkgpjSWEjABz8fxLyEME2BzHAgDaUbacxGiwZ+ICIWQrPoTZjwGb+5EeUsrnb2DP3m+Cy1oBMLHyGGytMDHvTwkhs8AGPi4QQn4Be64qgwmbIWmc5xghJBTMNeod2L0eBlYHxLlAtsrsNGGLvw8QhOMh4Ss/MIE3FyzIjB4sbPpasHmhPcAEpS3eARgh1K27YAvO1wdbYylaOG9qz4NddS4N7G3z0qIDmPXQHpfF7mBlsiOVNFvAnlHLTvQFQsgtsHsbDmYp7A0mMDtb/lhoe1Vg89MA9lzXBxvsumZHHsXjuILN75psNcd2N9i9CwObL1gBLEx8akwGaz/OEbbAthhmvxCAjum0YF4AqxObCSHLwYKgdACb/5wpUErNhJCBYHX+JiHkJzCL4WcAagkbwEThCQCXCCHrwO7dILB6mVbZpMRfYG7xS8GWbzFTSneBtc2jARwX2iYvsMHMd2DiX8x7mm1dGudZLwjOk2BzsQuADWaE4ENQEw7n/wP6CYSS5Nv/5wb2AnyJD6Nr9YT9zwH8biP9JliF1gUbYR2JD4vRRoNN3F4AoICQphJYx+Y5WKcwFKxzVsfGOXriw4K6cWBrdK1A2otHb4LtBUvFrYhVerVw3PdCvq8AaGZnuc0QjpnXav8aWIVlFvYHgwUFsdynEsroJVgn9TmsFqq2t9zAOr2XhTQUaYSbRuph9iek8BtvsJH0Z0J+xU77WCQP2e0OFt0yGmwk9lewuX0UVqHPwSLe3RSO9wxsXk9ACverJpjlMVK4zmdgHWHLpSBSui/1YFG/hX15wUROjPDd89TKTPhNC7A5MwnCtf0F4FurNK2FuiQ+C8FIeaHqDOUTzOL6j1Aed8E68jNguw72FPKbCObqdx4WIeRTOg+YVfk0mMuZuKD6MgC57SgvCZiV+J7w23CwEfpaFmmagwn5RLAO3RywTrl1OZxG8oWqE8HWj5qIjxdLT/F5gJ11Dim0gfa2eXaUzSmw9u2j0OdW6ZyFdKfSSHfa+r4L9eNPodwNYG1dMCwWCrdI20u4D+KCyWeRwqLnaeRjvlDPrBcaV4G1j+Fg7qhD7TzeF2DiIkYo64tggZ+s0zkSZr+6UP8ThDJZBebSR2GxzAsyvlC1H9hAXKxwrjuwWFhdSFMbbE5cglD2JwDUsEoj1k/r/UVs5NkFTKxHgIl6avFdT7D3qRbMmjwaTPDaam9TbetSOg+YsP8dHxaefwn2bi5qT5nxjW//pk1cY4fD4XD+tRBCKICZlNIZOZ0Xzr8PQshpMEFra84Oh8PhcDjZCp+DxuFwOBwOh8PhcDifCFygcTgcDofD4XA4HM4nAhdoHA6Hw+FwOBwOh/OJwOegcTgcDofD4XA4HM4nAregcTgcDofD4XA4HM4nAhdoHA6Hw+FwOBwOh/OJwAUah8PhcDgcDofD4XwicIHG4WQevgAK5nQmOBwOh8PhcDj/XrhA43Ayh0IAfgGwF1ykcRzDPaczYEUTAH1zOhMcDofD4fxX4QKN829ECaBiTmfCgkL4IMws/+Zw0qIIgJMAxuRwPkSaAFgHYBaA/jmcFw6Hw+Fw/pNwgcb5t6EEsBHArwD8czgvgG1BxkUaxx6KgNWT/GACLadFmijO5ML/M8BFGofD4XA42Q4XaJx/E6I4qwfACcAW5KxIS02IcZHGSY0i+CDORHJSpFmLM5EZ4CKNw+FwOJxshQs0zr8FS3EmkpMiLZkAM5lMMBgMEP+2lSaLqSucj/PpUwQfizORnBBpH4kzs9ls+f0MZK9IsxaJHMdQA3DJ6UxwOBwOJ/1wgcb5N2BLnInkhEhLJryCg4OVgwYNUvft29f93bt3EqlUmmLaLKIhgM1gQUo+BZE2DkDbnM7EJ0oRWIgzvV5vK012irQkcfbu3TvJ48ePpQAgkXz0apiB7BFpkwFsB6DKhnP9P6IGsBusDLlI43A4nH8pXKBxPnVSFGcWo/zZKdKSCa4///xTHhQU5Dx//vy4YsWKmU6fPq0QE2aTJa0hgA0AFAAKIOdF2ncARgFYBi7SrCkCC3F26tQpxa5du5yAjyxWQPaItCRxFhwcrOzevbvH1KlT3ebMmZNSx34GslakTQYwBOw53oxPT6RJ006So4jirAKAauAijcPhcP61cIHG+ZRJJs4OHjyonDRpkuvEiRPdgI9G+bNDpH0ktP766y+5r6+vycvLixoMBpw6dUoxZswYt5cvX2aHJc1SnInkpEj7DsBI4W8puEizpAgsxNmJEycUK1eudP7mm2+0ABAbG0uAZKIeyFqRliTOHj16JF2xYoXLiRMnIn/44YdYk8lERHddINvcHUVxJvKpiTQFWPuS04FcUsJSnIlwkcbhcDj/UrhA43yqJBNnZ86cka9YscKlW7duie/fv5ecOHHClqUqK0VaMoF19uxZ+bFjxxSdOnXSarVaEhAQ4L5z507nDh06aN3d3eno0aPVlp1cW8fIILbEmUhOiDRLcSbCRRqjCKzmnN26dUu2fPny2KlTp7r17dvXvU2bNp7nz5+XS6VSa0GUFSItSZzFx8cTJycnajabcePGDdmBAwecNm7c6Ny/f3/3gQMHqoFscXe0Fmcin4pIU4C1RfXxaUTbtMaWOBPhIo3D4XD+hXCBxvkU+citMTg42KlRo0a6zz//3OTp6Wm+fv26PDAw0AUArCxVWSHSkgmrgwcPKpcvX+5Sr149fd68ec2bN2+O6dy5c2LLli21TZo00Xfr1i3RxcWFWllDbB4rnaQmzkSyU6TZEmciOSHSVACm4tPolBaBjYAgarWa9unTxyMyMpKsX78+ZtCgQZqBAwd63LlzR2ZDEGWmKEgSZ0eOHFGsWLHCuXDhwubvvvsufsWKFS6bN2923rdvX+TGjRtj3rx5I33y5ElKbn0zkDkiLZk4s+HqmdMizVKciXxKIi1JnOn1esTHxxMbabhI43A4nH8ZXKBxPjWSibNLly7J79y5I+vZs2fiyZMnlcOGDVPv2LHDuWjRoqaLFy/KR4wYobZxjMwUaTbdGvfs2RM9bdo0t6FDh6o7d+7s4eTkBJlMRidMmOAWEBDg4efnp3dycrL7mA6QJM7u3Lkje/DgQWrzYrJDpCWJs3/++SelvGSnSFOBdegHAdiGnO2UFoGFODt8+LCiX79+7vPnz3epXr264bPPPjO+ePFCptPp0LlzZ23Xrl01kZGRtjrYQOaIgiRxduXKFdn69eudx40blxAaGiqpXLmycfXq1TFly5Y1eHh4mN+9eycJCwuT2BCLlsxAxkRakjg7fPiwYsCAAep58+a5hIeHW5dBTok0W+JM5FMQaUniLC4ujvTv39/9zZs3STfMSuxykcbhcDj/IrhA43xKJBNnwcHBymXLlrmULl3aWKlSJeO+ffsiS5YsaRwyZEh8x44dtRMmTIiXy+XUxqg7kDkizaaQCgsLk7Ru3dozJiaGLF68OLZEiRLGsWPHqlu0aKHLlSuXeeTIkfEDBw5MTM+x0yBJnO3du1fp7++f6+DBg063b9+WpfKbrBRpSeLs+fPnks8++yz3/v37lSmkzQ6RJooz8Z5XR86JtCKwEGfBwcHKNWvWuLRp00YrWnzbt2+fWKlSJcPgwYPdL1++LN+2bZuzyWRKSaABGRMFyULp//3337KAgIDEqVOnuo4YMULdpUsXj++++86tXr16+jlz5ri1a9fOs0+fPprixYvbNANbMAPpE2lJ4kwsm6+//lonl8sRGhpq672U3SItmTgLCQmxlaecFGlJ4sxoNKJr164ew4cPT3B1daVPnjyRvnnzRiKRSKznNHKRxuFwOP8SUuvYcTjZSTJxZjAYcP78ecWOHTuip0+f7mo0GmE2m8lXX32l3bhxo/OiRYuc9+7dq+rdu7cmlVF+UaT1BHDewfwkE1BmszlpLs7gwYMT5s6d60YIgVwux+zZs+M1Gg3x9fU1NWrUKCluuuVv0jhHBwCv08hPkjgzm82QSqX45ZdfIq9duyb//ffflQBQvnx5YwrnFkVaewAv7S2ANEjm1qhQKFCxYkVDYGCgq06nI506ddLayIso0gBgXyblQ8RanImIIq07gIRMPmdKFIFVKP27d+/K9u7dG6VQKBAcHOz09OlTqUqloq1atdI9fvxYumvXLqcpU6bENWjQwGbcfQtEQfCjA/lJEmfivShatKhp3rx5rq6urnTnzp3RERERpGPHjp758uUzT5gwIf7169eSunXrGgC76vEM4TPIzvwkiTPrstm/f79y0aJFrp6enuZvv/1WU7ZsWUuFIYq0XgDSGgDJCMnE2YEDB5SXL1+Wz5w5M14U1xZlkp77kVGSxJnZbIZMJkPhwoVNcXFxZPDgwZ7+/v7606dPK7du3RpVpkwZa4EtirRuyL7ngcPhcDgOwi1onE+Bj+acUUrx/Plzabdu3TzevXsn6du3b+Lff/8t/f77792++eabxGfPnslGjBiR0Ldv37Q6aumxpH1k3RI7qGvXrlXFx8dLvv76a21sbKxkzpw5Ls+ePZMeP37cSYzEZ/0bR89lgyRxdvjwYUX//v3dmzVrpmvUqJG+U6dO2ri4OHLkyBHlmzdvJGFhYSQiIoLYOHdmWtKSxJlovcyfP7950KBBCR06dEhcuXKly8GDB5Xnzp2TAx+VQ1ZY0lISZyLZaUkrAgtxZjaboVAoMGHChASFQoF79+5J7969K/P399fnz5/ffPz4ceWgQYMS58yZE9e1a1et+Js0cMRyk8xyJt4LLy8vc7169XQ3b96UX7p0Se7t7U2HDBmS4O3tbS5evLjJAXEmMgP2WdKSxJl12dy/f196584deYMGDXS5cuUyb9q0ydnG77PakpZMnN2/f1+6bds21ezZs+Pv3bsnu3DhQlI5WlinstOSliTONBoNxo0b5wYArq6udO7cuW6LFy+ODQwMjOvbt29C//79PWJiYvicNA6Hw/kXwgUaJ6dJJs7EzqlCocCIESMSoqOjSfny5Y1FixY17dmzJzpPnjymihUrGpYvXx7buXNnezu0joi0VAXT6dOnlVqtFq1bt9ZOnDgx7vnz57JZs2a5jh49Or5q1apGW7+x85x7hHxakyTOjhw5opg5c6ZaqVRSrVZLAKBo0aKmgICAREIIAgMDXTp16uT56NGjlCzjmSHSksTZ4cOHFUePHlWYTCaYTCbEx8eTokWLmn755ZfIcePGqQcMGOCRwjEyU6QlibMUgrKIZIdIKwKrgCCiuDl//rzcZDIhd+7c5l9//TWqe/fu2i+//NKg0WgIADg7f9Aidgoie0RBMsuZyOrVq1VXrlyRf/vtt4ndu3fXzJs3z3XdunWqGTNmqN3c3KjlAezMi8gMpC7Sks05+/333xWW5xDLpmvXrtqqVasadDpdSu6eWSXSPppz9uLFC2nVqlUNU6ZMcZ0zZ47rihUrXDp16uQBfBScKDtEWpI4i4+PJy1atPC6f/++7PHjx9IOHTokGgwG7NixQwUAAwcOTCxdurSRkBQ9ZrlI43A4nE8YLtA4OclHljOxs7ZlyxYnlUpFa9WqpT979qzil19+Ub57905y//59eUREhMSyw2lnJ9IekZaiOJs9e7bLtGnTXE0mE54/fy6LjIyUfP7556Z169bFLF++PPbbb79NBOwSi7agAFYB0FrtTxJnV65ckS1btsz1jz/+CKeUQlwLDgCKFy9u+vLLLw179+5V9erVK7FmzZofxfe3ICMiLUmcBQcHK/fs2aNq3LixXq/XQyqVonv37onXr1+Xr1y50iVPnjwmhUJBIyIiSArCKTNEWpI4i4+PJ61bt/acOnWq66+//prSPLisFGlFYCHOLK/57Nmz8k2bNjlLpVL4+PjQfPnyme/fvy+dPXu265dffpnavUqL1ESBTctZYmIiXF1d6bVr1+Senp500qRJCaNGjYqPiYmRzJ07N2nQIwOMBOBlY3+yOWd79uxRNWnSRJ+YmAijkY1r5MqVi+bLl8/84MED6ezZs10rV66cWtlktkizGRCkSpUqhhs3bsjv3r0r3717d/TOnTujFQoFJk+e7GrjGFkp0pLEmVarRcuWLb2GDRuWUKtWLf3y5ctdqlSpYhw/fnw8IQQ9evRwHzJkiPrNmzcStVpNUzkmF2kcDofziUIoTa395nCyjI8sZ2In0mw2o1WrVp5r1qyJUalU9OrVq/KVK1e6ODs704YNG+rsCMCRGloALQE8sNr/0Tpnjx49kuXOndvcunVr3aVLl+S3b9+WXbt2TX7r1i25Wq2mRYsWNY4cOTLBxjwPR6AAJgDYarU/2Zyzp0+fSgsWLGhSqVSIiIggw4YNcx84cGBCnTp1DACwe/duJ5PJBEs3uTSE6xs4NictSZyFhYWRChUq5F62bFn0P//8I7t8+bLc19fXVKhQIVNMTIzk77//lm3fvj3aYDBALpendVwTgOFwfE5akjjTaDRo1qyZd7du3TQ+Pj7msLAwyYABA5LqiI2yuIzMnZNWBDZC6QPAvn37lKVKlTKOHz9evW/fviiZTIbY2Fgye/Zs11KlShn79OmTkbpMwQTBLqv9SeLMZDKBUgqZTIZt27Y5bdy40Tl//vymx48fy8eMGRNfuHBhk4+Pj7lYsWJJddgBt0ZrYgB0AnDHan+SOLNVd4oUKWL64osvjN9++21ibGwsmTRpktuXX35pEAc90uA8Mj4nLZk4++uvv2RarZZ4enqaP//8c9PmzZtVCxYscJ0yZUpc165dtefOnZOfPXtWMXny5JTqz4/I3DlpydY5e/DggTQsLExSp04dg0ajQfv27b2GDh2a0LJlS51Op8POnTtVABAQEJAIsMECK2ufNVfA56RxOBzOJwUXaJyc4CPLmcjs2bNdChUqZPr1119VEydOjK9UqZJBoVDAZDIhMjKS+Pj4UCBDnchfAIwAYGnqSibOjh07ppg3b57rgAEDNBs2bHAOCgqKKVq0qAkAzp07J9+9e7cqMDAw9v3795LChQuny2QmYJc4s75OvV6PH374wSV//vxmW51YB8rGXpGWbM6ZRCLBiRMnFIMGDXKvVKmSYcGCBXEPHjyQnjp1Slm5cmVDq1atdGq1mur1eigUCnvy46hISzbn7OzZs/Lw8HBJu3btdLdu3ZIFBAR4tGnTRksIwbRp0+JTOEZmibQisBBn169fl8nlcpQrV854584d2cKFC10UCgU2b97sPGjQoASFQkFLlixpbNasmU6sO+msy2mKs/379yt///13pU6nI4sWLYp1cXGhL1++lOp0OgwbNsy9Xr16urdv30q7d++eWKtWrYxY8gA7xJmturNw4cLY+/fvyw4cOOA0YMAAzRdffGEMCwuT5MuXz5GyyYhISybODh06pJw7d65rw4YNdS4uLnT8+PEJERERJDg42OnQoUNOpUqVMh4/flw5ZMiQhDQEZGaJtI8WoRbLRHy+1q9fr0pMTCTDhg3TWP/YaDRCJrMrFhgXaRwOh/MJwaM4crKbZOLsr7/+kr1+/VpaunRpY+nSpU0lSpQwPXr0SBYWFiaZMGGCm9lsJpUrV9aPGjUqoVChQkliKKvEmV6vx/Lly10WLlwYW7VqVeOff/6pePHiheSff/6RNmzYUF+iRAlTQkICSUxMJNkpzlauXOns5+enr1y5slGhUKB+/fr6gIAAj88//9xQrVq1ZHPfHCgbe6I7JovWKB67ZMmSxr1790aVKVPGqFAoULRoUdPvv//uVLhwYZNaraZiAAg78+NIdMePAoKIVkRxDk7VqlX1TZs21S1fvtzl/v37UqtIgCKZEd2xCCzE2b59+5T79u1z2rBhQwwAlCtXzrh169YYAFCr1eZGjRrp3759KylfvrzRsu5khTi7cOGCfM2aNc5btmyJXrx4scuJEycUHTp00BUvXtwUGxtLzGYzevfunZg7d26zHVbOtEhTnAEp150iRYrof//9d6e4uDgik8kgijPL36RBeqM7JhNnDx48kC5atMjl7NmzEdHR0WTmzJluN27ckKlUKtqnT5/Epk2b6k6dOqVo0qSJrn79+lkRbdOaj8QZAERHRxMvLy8qPl/ly5c39O7d27NKlSoGPz+/ZELbTnEG8OiOHA6H80nB56BxspNk4uzw4cOKUaNGuT969Eg2atQo95iYGNK5c2fttGnT4kePHh3fvHlz3Y4dO6L69++vsRRn6SRNcXbv3j2pVqslzZo1002bNs1twYIFLhs3bnS+ceOGfNCgQe579uxxUigUdNiwYQmenp4ZMT2nKc6A5J3Tmzdvyi0Xgq5Zs6ZhwIABCakEUrCXAmD3xNZxPorWCABBQUGq4OBgpwoVKhjFTuLLly8l169flyckJBDrvNuJPXPSksSZOG/JEolEgoEDB2qCgoJia9SoYZBKpVSv16dWPhmZk1YEFuJMq9Xi1KlTyi1btsQEBga6zJs3z2XOnDlJxzUYDOTNmzeSfv36JVavXj0j1qo0xRnAFnj/7LPPTD4+PpQQgtOnTyu/++47t5CQEIlaraZffvmlISoqSpId4szeupOYmJiRuuzonLSP5pwVLVrUdODAgUipVIpz584pdu7cqdqzZ49T3759Pa5fvy4rWLCguWfPnlpRnGVytE1rbIqz69evy4KCgpyBD/Mcq1WrZgwICNCcP39ekc5ziVQD0DGDx+BwOBxOJsAFGie7SCbOoqOjyaJFi1z3798fOX78+ISSJUsa379/LxFFSN68ec1PnjyR+fj4mDM4xwuwQ5z9+uuvysWLF7s6OzvTIUOGaGbMmBH/5MkT2U8//RQ9atQozdSpU+MiIiKIl5cXrVy5cnqjNQJ2ijORhQsXuowcOdItPj6evHr1Svr48WOp0WiEwWDAsGHDNLVr186oa1osWCfSWnB+5NYIAOHh4SRPnjzmO3fuJPXsnz59Ku3evbtnjx49NE2aNEnLspAaUgADhE9rkomzb7/91v3AgQNJwUDEteFEV9SBAweqzWYzqVixYlr3Kj0irQis5pwZjUby/Plzae/evd3/+ecfWcOGDXXHjx9Xjh071g0Aqlevri9XrlxG6g1ghzg7d+6c/I8//lB06dJFGxkZKendu7f7jh07nFu1aqWVyWR05MiRagAYPnx4whdffJHR/DhkOQsNDZVkYd0BAHdYPT8pkEyciULLyckJer2emM1mEEJw8uTJiLlz58a3a9cu0ZYYy8Rom9YkiTPLYDMGgwEKhQKiEJNKpTAY2OPfs2fPxHHjxmXU8rUWwKYMHoPD4XA4mQB3ceRkB8nE2T///CP19fU1lS9f3jB+/Hh1pUqVDOvXr3d2c3Mz79ixw/m3336L9PHxMffp00cjjrJngDTFWVRUFDly5IjT+vXrY9auXauilKJUqVKm5s2ba0+cOKF0dXU1L1myxHXChAkpzWeylzTFWUREBHFzc6MKhQI6nQ7NmzfX3blzR3bv3j26e/du1alTp5R58+Y1Dx8+PCETOvyxALoAuGm136Zb4759+5TLly93KVCggOnatWuKTZs2qQoXLmyKiYkhq1atihE7/BmYH3gPwDdgc9IsSRJnBoMBcXFxpHPnztp169Y5KxQK2rRpU73lOU+cOKEwmUxk27Zt0YBdQRIccXcsAgtxdu7cOXloaKikdOnSxmHDhiX88MMPrkOGDEmoVq2a8dixY5Fdu3b1iI+PJ506ddIqlSkFl7SLNMXZgQMHlFu3blVt27YtWqFQYPv27dG//fab0t3d3dysWTN9sWLFTHPnznU1GAzIBIt0muLs3Llz8rCwMImPj485MTGRzJ8/3zV//vzm69evy7Og7twR8hOTRrpk4syybixfvty5ZMmSxqZNm+qbN2+uUygUePDggfTnn39W2SH0U8MRd8dkofSXL1/uPGTIEM2LFy+kkyZNcitfvrwhJCREevv2bZmXl5fZaDSiSJEi5ty5c2dkPiPAxNnM9PyQw+FwOJkPt6Bxsppk4iw4OFi5aNEiF6lUikWLFsXVq1dPd+zYMeWhQ4ciZs+eHf/tt98mPH36VFqyZElTjRo1MmodSlOcAUBcXBwJDQ2VjBw50u3ixYsKV1dXOmrUKPXVq1cV/v7++mXLlrmOHj06vmPHjhkJQZ6mONu5c6dTu3btvE6cOKFITEyEUqlEuXLljF27dtV27NhRW7ZsWeO+ffuiZsyYEZcd4uzIkSOKevXqeYmj+I0bN9Zv3749et68eXGFCxc2RUVFkeDgYKc8efKYM0mcdQIQZbU/WSj9jh07ep44cUJZvXp1fZ8+fTTLli1zOXz4sEKca7Nw4UIXnU5H1q1bFwOwIAlpiDMReyxpRWAhzg4ePKicOnWq25MnT2T79u1zyp8/v7lSpUqGPXv2qM6fPy+PjY0l79+/l8bGxpIMuhKmKc7MZjOuXr0q//nnn6OnT5/uNmLECHX37t093N3dzWazmUyePNm1T58+Hn5+fvrscGs8ePCgctq0aW5PnjyRnTt3TlGxYkXjjh07ohcsWBBbsGDBzK476RJn4vIQItHR0eTWrVtygK3D+OzZM+m3337rMWTIkIQGDRpk1LpXDLbdiC1JEmeJiYlo3LixV926dfVqtZq6u7ubFy5cGNuoUSO90WjE2rVrnYcMGeJ++PDhZGsn5qA4KwPALc1UHA6Hw7ELbkHjZCXJxNnr168lv/76q9OWLVti9u/frwSAevXq6SMiIiTnzp1TqNVq+ssvv6iqVq0amwnntkucAUChQoXMDRs21AUHBzutW7cupnjx4qbSpUsb586d6zZ//vy45s2b67y8vDISPTJNcRYfH0+2bNni3Lx5c+3Vq1cVhBDUq1dPr1KxKTXFihUzUUoRGRkpsQyikE7sspxFRERInj59Kps1a5br1KlT411dXalKpaJmsxl6vR4tW7bUffbZZxrL8sgqcabRaNC2bVvPQYMGJbRr104HAF9//bUOANauXevi5uZGjx8/rnz9+rX0u+++S7KCORAkAfgg0rri42ATRWAhzl6+fClZuXKl8+nTpyMBoH///urQ0FBJkSJFTE2aNNHNmjXLTaVS0W+++SYxf/78GQ0mk+acM4lEgnfv3knatWvnmSdPHtOiRYtip02b5jZu3Dj3+fPnx16+fFk+YsSI+A4dOugykBfADnH24sULycqVK53/+OOPSADo16+f+9WrV+VSqZQ2a9ZMTylFixYtdCVKlMiMupMucfbHH38o3r59K+nWrZt2xYoVzqdOnVKqVCqqVCrpuXPn5KVLlzY+e/ZMumTJklhxoCgDAnIfWJTS1OatJptzdufOHdnAgQM1rq6utE2bNp4qlYr6+/vrhwwZoilXrpyxc+fOiVWqVDFYLnCeTjJDnJUX8v432LMTl9FMcXKEGgD+ARCa0xnhcDhcoHGyjo9C6YeHh0sUCgUmTpzo9uLFC+lnn31mnDlzplvv3r01zs7OdMSIEe5jxoyJb9asWUZHq+0WZyK1a9fWX7hwQbFgwQKXH374IS5fvnxmo9GIuLg44u7untSxygpxdvr0abmzszM9cuRIJACsXr1adfbsWaXJZCKtWrXS6fV6ODk50ZEjRyaIrkwZwC5xBrBFeps2baq7fv26fNiwYerVq1fHJiQkELVaTWvUqKFPTEwk6eywWpKmOAOA4OBgp3bt2iW2a9dOZ7m+WosWLXRKpZJ26NDBy8/PTx8cHBwF2OXWmBLPAViLmCKwmnNWoEAB8759+6IA5lK5f/9+VbFixUzHjx9Xzp49O27nzp1RGo2G+Pr6ZmkofctjDxs2TDNr1ixXJycnqlKp8MMPP8SNGDGCFClSxGRpAcrKdc4AoGDBgsnK5sCBA05FixY1Hj161MnJySm2Ro0aeq1Wmxl1J13i7NixY4q1a9c679y5MxoAGjZsqGvcuLHuxo0b8iVLlrhs2bLFWSKR0D59+mjECKmZIM5Sm0ebzHJ248YNed68ec1bt25V7dixQ7V48eIYQggCAgI8fXx8zNWqVdO/evVKKkYvzWG3RlGcuQP4EsAOcJH2b6Q2WHv7CixQDBdpHE4OwwUaJyuwuc5ZxYoVjbly5TJfu3ZNfuzYsUgA8PX1NZ06dUq5c+fO6Pbt22uLFCmS0bkUaYozW8euVKmScdy4cfHHjh1TdujQwVMikeDrr7/Wurm5ZWm0xt9//10xfPhw9759+yZ1BgcNGpS4evVq1Z07d2Rv3ryRXLt2TT537ty4ChUqZLlb482bN2W+vr4mT09PWrBgQXOpUqWMQUFBCSNHjlT7+fl5ly9f3rB27drYgQMHakTxkQHSFGc6nQ4JCQlEo9GQo0ePOg0aNChRLpdDp9NBqVTi5s2bss8//9y4b9++yJo1axqADImz3WCCyPK6isDGItRSqRRSqRRGoxFOTk70zJkz4aVLlzZ5e3ubo6KiiLe3N/X29s6osE/TrVEikSQdu3Dhwqavv/5a+/vvvzsFBga6dOzYMfGPP/5QBAQEJFsfK6vEmVh3xOs2GAxwcnKip0+fDi9durTJx8fHDAAjR45MsCybdJIucQYAt2/flq9duzZmypQpbjExMeTvv/+WLViwILZLly7azZs3Oy9fvjxGq9USDw+PjNw/wEFxptFo0LBhQ++yZcsa16xZE9OqVSvtTz/95Gw2m8kXX3xhXLNmTfShQ4eUX3/9ta58+fJJbcEnIs5EuEj79yGKMycAJQDsARdpHE6Ow+egcTIbm+JMjILWqFEjXWJiIpk6daorANSpU0fv4uJCASQFLshKcXbkyBHFqVOnFJZ5EkO2V6lSxThp0qSERYsWxS5btixmyJAhHy386gBpirPDhw8rVq9e7bJs2bKYs2fPKl6/fp100YMGDUpMTEwks2bNUtepU0efK1eujHZo0xRnhw4dUs6ePdvV1dWVSiQSuLq6Uq1Wi/379yuLFi1qfP36tTQ2NlYCMAtSBvNjl+Vs9erVzn379vWoUqWKoWrVqvrg4GAlAIgBNzZv3ux869YtuSjOHJhzZk2a4uzRo0fSqKioZPOIZDIZ/Pz8DKVLlzY9fPhQunHjRmej0ZjRpQ/SFGe26rFaraatW7fWjRs3Lv7OnTuyGTNmuA0fPjyhUqVKWR6t0bLuAEzAyuVyVKtWLalsNmzY4BwXFyfJSXEGsLlnPXv29IiJiSFr166N7dmzZ2KfPn08Hj9+LC1evLgxJCREainO0olD4iw+Pp60adPG66uvvtJKJBKEhIRIunfvntigQQPdokWLXK5cuSJbtWqVy/v376WiOLMjzH9KZJU4ExFFWk7MScvos/dfw1KciYgiLXeO5IjD4QAACKUZfQ9xOEkkE2dPnjyR+vr6mpycnJJEl16vxx9//KHYv3+/U3h4uOTdu3fSb775RjNo0CBHFpi1RZriLDg4WCnOM6OUghACy4AJ7969k+TNmzdZryer5pzp9Xrs2rXLqXPnzlqlUokpU6a4vn37Vrpy5coYhUIBqVSK7t27ezRq1EgXEBCQ0bJJU5xdvHhR3rp1a6/Q0ND3GzduVIWEhEiKFStmypMnj3nXrl1O4eHhkvXr18c8evRIlgnBW+wSZwBbX2zp0qUuFy5cUJQvX97g7u5OExISyPDhwxOmTZvmFhoaKvn555+jM5ifNMXZvn37lMePH1cuW7YsVpzXZmmpe/XqlaRHjx4evXv31vTs2TOjwWRSFWdp1WORqKgoIq7Xl5VujdZ1JzQ0VJI3b15z69attR4eHvTFixeSXr16ZUbZAOkUZxEREQQAvL29aWhoqER83vbv3x8llUoxc+ZM17p16+ry589vLlmyZEaX9XBInJnNZqxbt06VJ08ec5s2bXTTpk1zvXXrlvznn3+OioqKkpw6dUpx8uRJpVqtNi9evDijVqmsFmeWXEP2WtLcwdrcpQBOZtM5/83YEmeWPAG3pHE4OQYXaJzMIpk4O3jwoHLLli2q7du3R1t3HsXO4smTJxWenp7mDK4rBtghzt69eycpX768z4YNG6IfPnwou3r1qrxIkSKm8uXLG7p3764FgBUrVjhXq1ZNL7oaphOH1jkDWHkIQSdcxowZkyCKxIiICCJaGzLQwbZrzllISIhk+vTprseOHXNq0KCBrkKFCobo6GhJaGio5IsvvjB07NhRmytXLpoB90ERu8WZiEajwbp165yPHj2q7NGjR+Kff/6p0Gq1hFKK9evXxwBZ69YYGhoqGT9+vNvGjRtjdu3a5WQymVCmTBmjWG/NZjPi4uLIo0ePpBmcs5SmOEupHleoUMHQrVs3bUhIiOT+/fuyhg0bZnQeJ2DnnDNbdSc8PFxiNBrJzJkz40JCQiRhYWGSKlWq5Ei0xsOHDyvmzp3rVqVKFX3z5s11jRs31v/xxx+KXbt2qeRyOe3bt6+mW7dunuvWrYv29/fP6OCDQ+JM3CG67AIsquzMmTNdu3fvniiG99doNBADghiNRkeD34hkpzgTyS6R5g6Wr/IA9AD6gIu01EgSZ+JaeilEd+UijcPJIbhA42QGycTZiRMnFEOHDnV/+PBhmNih9fT0NLdo0UIPAGFhYcTHxydZxctKt0aRw4cPKwYPHuxRo0YN/cyZM+MePXokO3z4sHLw4MGa8uXLG/V6PTK47prD4kzEaDSiX79+7q6urnT58uWZEcUScCAgCMA62uvWrXOeNm1aPADcunVLtnv3bqfvv/8+XiqVZuQeidgtzqzPpdFosHLlSpe7d+/Kli5dGmvpgpaBDqtdc84ePHgg/f77790KFixoCgkJkVSuXNmwadMm59WrV8fUrFnTMHv2bJfx48cniB2crAwIAqRejymliIqKIvXq1cuo0LBLnIlY1507d+7IfvrpJ5W1xSe7xdmxY8cUgYGBrkFBQdHXrl2TJyYmEnFAJiIigixdutQlJiZGUq1aNX23bt0yat1Llzizxmg0YtKkSW46nY4sXbo0WVvwCQUEwaVLl+QGgwE1a9Y0pDE4ktUizVKciXCRljJJ4iw+Pp506NDBc9WqVTHFihVLqd5ykcbh5ABcoHEyykdzzi5duiRfsGCB64sXL6Sff/65wdfX1xQXFyf57LPPjEOHDtXMmTPHtWPHjollypTJqCuRw9EaL168KK9SpYpBLpfDbDZDWC8qsXr16hnt0KYpzq5cuSLz9fU158uXz2zZ0RKtP+Hh4SQgIMBj8eLFsSVKlMho2TgkzsT8WEZIvHv3rmzQoEHumzdvji5SpIgpu8SZmAeTyQSdTgfLUOJjxoxx8/b2Nk+aNCnBMt/pwO6AIAAwa9Ys17Nnzyp+/fXXKLVaTffs2eO0Z88epw0bNsS8ePFCKq7llU7sFmcily5dklepUsUgk8mS6nGPHj00GbT+ijgkzrKh7qR7ztmff/4pL1eunNHNzY3OnTvXZdu2bc41a9bU+/j4mOfNmxcHAImJiRCXs8iuaI1arRbR0dEpulRrtVrUq1fPe9asWXFNmjTJqDU008XZgQMHlB07dvT67rvv4ho2bKjz9/fPKZFmS5yJcJH2MUniTKPRoEaNGrn27NkTpVaraUhIiESlUtEU3stcpHE42QwPEsLJCDYDgtSoUcMwYcKE+Bo1aui3bt0aM3fu3Pi2bdtqw8LCJFKpFCNHjkzILnFmPZHez8/PIHYiX758Kblx44Y8Pj4+M4I6pCrODh06pAwMDHT18vIyA/hInMXGxpJcuXLRVatWxWSHODt58qRi9erVqr179yot82PZwe7atatH//79E4oVK5Zt4sxoNEIulyM6Opq0bdvWs1mzZt7dunXzWL16tQoAfvzxx7jx48cnrXOW1eJMrD/169fXiXOVAKBatWp6pVJJnZycaHaLM4AtgSBaDd+8eSO5fv26PC4uLjPa8zTFWUp1R+ygP3jwQNqlSxfPTKo7GQoIUrNmTYObmxt99+6dJCQkRLps2bKYyZMnx8fFxZGYmBgCIEmcWV6LgzgcEKRZs2ZelkGBANYWiOd3cnLCkiVLYj9FcZaYmIhixYoZL1++HFagQAHTiRMnlOfPn5fr9almNSsCh6QmzgBWJzaAtcMcqzlnf/31l9zZ2ZmuX7/euXv37h6LFy92Wbp0qcuqVatsLa7HA4dwONkMF2ic9GJTnIlUr17dsGTJkiT3HLlcTq9cuaKIjIwkYtTGDGC3OBM7PCdOnFCsXbtWtWfPHqc7d+7IIiMjSffu3T27deumyeB8nTTF2V9//SXr0aOH544dO6I3b96smjZtmuuaNWtUr1+/lkilUsTHx5N58+a5vnv3TiJGsswAaYqz3377Tblw4UJXs9lM7t27JxcDKFjy7t07ycyZM+N69OihBTIUMc6hOWcymQwajQY1a9bMlSdPHvOoUaPiJRIJXbVqlevgwYPVABMC4ryJdGCXOBOvV6w/NWrUMEycODFOIpHgq6++8gwICPCwFPvpxO51zkTE6xbF2aNHj6SdOnXyDAgIyGg9BuwQZ6nVHYlEglevXkkeP34sW7BgQWwm1J10iTNbAy65c+c2z5kzJ65Ro0b66Ohocv/+fZlGo8mMiH8OW86++OILn4ULF8bmz5/fvHHjRtXvv/+uCAsLI6LADQoKUj18+FAqBuMxmdI9XpPp4uzw4cOK1q1be3l5edEKFSoYe/bsmejh4WE+fvy48tGjR7Lnz59LHjx4kJIpLTNFWjJxdvHiRfnRo0cV58+ft34guUhjJIkzrVaLJ0+eSOvUqWOYO3du3LFjx5RLly6N3bRpU0yPHj0Snzx5Io2NjbX1bHCRxuFkI9zFkZMePhJnqbkG3blzR9arVy+PMWPGxGfCPA+H3RpXr16tmjRpknujRo20169fV/j6+hpr1aqlHzBggKZQoUJmk8kEQkiWRGsEgOjoaDJr1izX3bt3Ozdt2lRbs2ZN/fv37yURERGSmTNnxru5udG3b99K8ufPn+XiLCwsjAwbNsx9165d0QAQEBDgXrduXb2wEG5ieHg4uXr1qrx58+aZsbCxwwFBAODUqVOK2bNnu546dSoSYNEIu3bt6nn06FHlsGHDEqzn5TiAQ26NAOuQqtVq6u/vbxDL4fLly3KVSkUt16JKBw5bzjZv3qw6c+aMIjw8XNKqVStty5Ytdblz5zZfv35dLrroZmW0xrTqDgBs3brVqUiRIqbatWtnND/pnnP2999/ywYPHqwRz20ZQObhw4fSgIAAj8GDBydkQkRJh+ecxcTEkFGjRqnfvHkjjYuLIzVr1tQDgE6nI7NmzYrz9PSkN2/elInBQTJAloiz+fPnu33++eeGkSNHJpQqVcoEMEG8e/dup8uXL8tv3bqlmDt3bmwagwUZdXdMJs4OHDigXLZsmUuDBg10b9++lY4aNSrBxnyq/7K7YzK3xgYNGnj7+/vr582bFyeXy5PNCY+KiiI9evTwWLlyZUzhwoVTeh9xd0cOJxvgFjSOo6Qqzi5fvizfv3+/8vr167J3795JAOD69evy0aNHJ4mzDIyoOyzOnj59Kl2yZInrvn37Ivbs2RO9d+/eyFy5cpmXL1/u+vvvvysBZpHJKnEGAB4eHnTatGnxo0ePjvvpp59i+vbtm9ipUyet0WgkCoWCAkB2iDMA8PHxoZs3b44GgAsXLshPnTqljI2NJcHBwU4bN25URUVFSZydnZON2mSnOAOAiIgIyatXr5JG4T09PWmbNm0S27Rpo338+LH08OHD6Ynk4pA4M5vNuHnzpqxVq1be/fv39zh16pRCLIfq1asbMrgWlcPibNOmTarhw4e7+/n56ZVKJd25c6eqa9eunq9fv5ZWr17dYDKZslScASnXnf379ztt3LhRBQBdunTRiuIMSHfdSZc4O3v2rHzt2rXO/fr10+h0OoSEhEiAD66XISEhknv37slGjRqVJM4y0BalKyCIu7s7/eGHH2J9fX1Nixcvjg0MDIwbPnx4glwup1FRURIAEMXZp7TO2b1796QrV650OXv2bESpUqWMgwcPdhfXj3R1daXVq1c3HDt2zGngwIEJdlhyM2JJSybOXr16JVm7dq3z0aNHI0eMGJGg1WqJeN+t+K9a0pIFBGnfvr1X3bp19VqtlhDCjGTiUhwAMGnSJLdcuXKZUxFnALekcTjZAhdoHEew6dYodsJWrlzp/NVXX3ktWLDAtUuXLp69e/d2//PPP+W9evVKFCOnZUe0RksIIciVK5e5QoUKRqPRiEqVKhmbNGmic3V1pRs3bnQWFz52ELvEmWUHy8PDg44cOTJp4Wuz2Yxr167Jnz17Js1AR0zEoYAgSqUSZrMZ7u7u9PTp0xEjRozQfPPNN4lSqZSWKFHCVLdu3Wxb58yW+1br1q21hBB06tTJIyIigoSEhEg2bdrkXLVqVb1MJsO1a9cc9St02HImkUhQpkwZo7+/v97Pz08/fvx49YkTJ5Ld16yO1ihiMBjw66+/Ov34448x/fr1S9yzZ090586dE8+dO6fo1q2bxz///CNN5yAD4GBAELHueHh4mMW606VLl0TrOYwZIN1zzu7fvy+bOnVq/LRp09z69evn3qVLF89t27Y5AWxx6o0bN6qKFStm6ty5c0bbonSJM9E91dvbm65evTpGtHoWKlTI/OjRI9n9+/eThSL9VKI1AsxF9Ndff40CgJEjR2rKli1rtGw7ExISSGBgYMy3336bCNglLtMj0j6ac5YnTx7zypUrYyQSCZydnVG6dGnD33//LQNsurr+10Rakjgzm81YsmSJ84ABAxIWLFgQFxUVJRFdxmUyGfR6PX755RdlfHw82bRpU9LSJanARRqHk8Vwgcaxl1TnnF2/fl22YMEC1/3790f++eefEQsXLoyNjY2VdOvWzfPMmTNJc2myU5wBbHT38ePHsrVr1zqL83aUSiVq166tK126tPHevXuOxme3W5yJ1/rkyRPp9evXZRERERK9Xo/nz59L2rdv7zVgwICE0qVLZzSIgl3izLrDJJFI8MUXXxiLFStmevjwoXTFihUu4jpMGcShaI1SqRQajQYHDx5UXrhwQf7PP/9IFQoFdu3aFXX37l159erVfZo1a+ZVqFAh08SJExNq1Kiht7Su2YHD4kxEuIe0ePHixtq1a+vGjx+vvn79ukwikWSbODObzTCbzYiIiJBYRsnr1q2b1t/fX587d27zjz/+6GIwGNIzV8kucWar7nz++ecmy7rj5OSUGb7yGQoI4uHhQSdOnOj2/v17yZYtW2ICAwNjFy5c6Hrs2DGFQqHA0KFDNZUqVUpyHcxucSaXyxEfH0/27duntBSyffv2dff09KStWrXSpSdDFmS6OBPvvY+PD9Xr9UTcV7p0aePNmzeTLqJ69eqGDh066MTv7SxbR0RaMnH28OFD6aNHj6RarZYULlzYLOZTq9USvV6Pf/75RzpjxgxX0YvDgswUaaMAzAWQGXMZM5tkAUEkEglGjx6d0KZNGx0ALFiwIFalUuHJkydSAFAoFGjQoIF+69atMQAL1mTHupJcpHE4WQgXaBx7SFWcAaxBL126tNHPz89gNBrRpk0bXbVq1fRRUVGSqVOnqm/duiXLSnFmK5ACwEZ+ly9fHjN79my35s2be/Xv3189evRo9cSJE+OrVaum37lzp3Ma0ccssdutUbzWVatWObdu3drrm2++8WzTpo3npk2bVM+ePZPNmzcvNhPcrOwWZ2J+9u3bp3zz5k3SjQgJCZGMHj1a3adPH41oWcgA6YrWWKVKFZ+VK1c6d+vWzXPevHmuMTExpHLlysb79++Hbd26NWr79u3Ru3fvjgaACxcuKHLnzm1vgTkUEMQSo9EIlUqFFi1a6D777DPTqFGjEurVq6fr16+fR/78+fOsWLHCVqSz1EhXtEaJRAKlUomqVavqJ0+erH758qUEAI4eParQ6/WoVauW/saNG3K5XO7oQt12W87EunPr1q2kwQyj0ZjZdSdD4gwAmjVrpqtQoYLx3r178levXkmqV69uGDx4cEJiYiIBALVanVERmSFxFhMTQ2rVquU9c+ZMt6ioKGI0GnH58mV5rly5zNu2bYsGPq2AIJbtxrJly5z//PNPOcDqQ9euXRN/++03py1btjhZH8TBdv5LAJvSSJNMnB05ckTRq1cvz3Xr1jlv377dyTKflStXNly+fFnRv39/9woVKhislzEQyAyRNgrAOAABAObg0xJpycSZyJs3b6SiVVGtVlONRkOOHj2aNConujqazWZH1pXkIo3DySK4QOOkRZriDADMZjM5d+6c4syZM3KxcS9evLipXbt2iXny5DHdvXs3PSsJOxytcdu2bU6DBg1yb9SokdeWLVucwsLCSJcuXbQnT56MKFiwoKlAgQLm3bt3R1WsWNHo6elJq1SpordzcWqHF6Hetm2b09SpU91WrVoVffHixfDKlSsbtm7d6lyrVi39V1995ehoszUOi7NVq1Y5t2/f3is8PDzphDKZjP7www+xYpCH7IzWGBcXR/z8/HJVr15df+TIkaiRI0fGnz9/XiGGPwfYsgilSpUyhoeHk3bt2nk+ffpUNn369Hg78mO3OBPL59ChQ8rTp0/LxfwBzAK7fv16Z19fX3OPHj0SQ0NDJUajEZ999pkjQRwcjtYYEhIief78uSQxMREAsHDhwri6devqSpcunbtJkyZew4YN85gzZ07cuHHjEkJDQ6WPHz92RJ055NYIAMHBwcpKlSr5DBo0KMktihCCwMDAzKg76RZn1m7E7du3T6xbt65u3Lhx6kOHDimXL1/umkELtUiGxFl0dDSpWLGij6enpzk0NFR6/vx5hUwmQ6VKlQzz58+PA+y2WtgiS9waLcstJiaG3L59O2kQwdPTk86YMSOucOHCGV0SxABgTSrfJxNnV69elS1YsMD1jz/+CO/Vq1diWFiYNCQkRBIZGUkANt9w69atzr169dKIUURTICMiTRRnIgH4dETaR+LMbDYjJCREMnfuXFdxn1qtpiNGjEhYt26d882bNzPqWpsfaXiycDgcx0lPp5nz38HuaI01atQwjBw5MqF58+beAwYMSFAoFPjpp5+cT5w4EREUFOS8detWZwcjONrt1ijmZ82aNaoJEya4L168OEan0ymCgoJc3N3daevWrXXVq1c3VK9ePakD+ODBA+nQoUPdJ0yYYE9n32FxFhISItm8ebNzYGBgbL169QwAsHjx4tjPPvss98WLF+W1a9c2SCSSLBVnQHJL3tSpU91Onz4dXqFCBaNer4dCoYCPjw/18fExmc1mUErT20FMV0CQRYsWudSpU0e3du3aWADYv3+/U1RUlGTDhg3OMpmMli1b1ti+fXudXC7HuXPnFG5ubuY7d+6EyeVyGI3G1EZ5HRZnQUFBqoEDB3oMHjw4oV69egaxfBo0aKAT57wNGzbMvUyZMsZixYoZR40a5f75559H+Pr6mtO4h3Zbzizr8aZNm5zfvn0rrVatmv7bb79NbNmypW7nzp3Rhw4dUqrVarOHhwctV66c8eLFi3JPT0+zA0tXOCzOANahK1GihPHRo0eygIAA902bNsXkzZvX7OPjAyD7ozWKiOd89eqVxNfX11y1alVjsWLF4g8dOqS8dOmSfObMmbHiYEgGSJc4A9icvKioKFK9evVcDRs21K1fvz5m+PDh6oULF7rWqFFDL0bPA+CI1cKSLBFnIqtWrXI+deqUwsnJCQqFgp47d05eunRpIwC0a9cuo+VqANAXwPEUvv9ozlnhwoXNBw8ejHJ2dsaNGzdkq1atcomIiJA8fPhQtm3btqgvv/zScPbs2XA7o5qKIs2R6I7W4kwkQPicDPbM5wTJ5pyJ1/3gwQNpiRIlTDExMZJXr15JxDVIv/jiC+OCBQtiMxgxNAEsIuf1jGaew+Ekh4fZ56REquJs7969yr/++ksREREh6dixY2L9+vX1crkca9asUR0+fNgpT5485jZt2mhbtmypW7FihfOLFy+kP/zwg71hlR2ec3b+/Hl57969PdatWxctBrno0aOHe0REhOTw4cNRYt7NZjMuXLggHzNmjHuDBg104uh1KjgszkS2bNniVKxYMZO/v79Br9fDbDajatWqPmvWrImuVatWegNxOBQQBGDR7Zo1a+Y9bdq0uAkTJiTcvXtXtnnzZtXz58+l1atXNzRv3lz7+eefp3ckPCPRGolOpyP58+c3jxkzxu306dPK/fv3R7569Uq6Z88ep5s3b8qXLVsWKy4ELd5D0SqRAg6LsxUrVjhPnz7d7euvv9aeOnVK+ddff4WJHWedToeaNWvmunv3rrxFixbaffv2RT148EAaEhIibdCgQVq+semK1jh69Gj3n3/+OdLZ2ZkuXLjQVaVS0Z07d0ZbpjOZTLh+/bqsSZMmuYYPHx4/c+ZMewYa0iXOAODKlSuy/v37e4wePTp+06ZNzkWKFDH99NNPaYmqtMiwWyPAQvuPHTvWPTAwMMbSamJZT7I7IIgljRo18vLy8jL//PPP0QCwZ88ep9mzZ7tu3rw5umLFikbLZQAcJNPF2atXrySurq5UdHd78+aN5OnTp9LQ0FDJjz/+6FquXDkDpZT069cvoVq1ahnp2Dskzizvn9FohNFoxMaNG1WVK1c2Vq9e3TBt2jTXPn36aCyjDzpwz+0NwZ+SOLNkE3JGpCWJs7i4OPLjjz+6fPfdd/GJiYlk3Lhxao1GQ/7880/FN998k+jl5WX+4osvjHXq1NG7ublRAEhnHRTF2dXMvRQOhwNwF0eObVKN1rhq1Srnfv36eXp4eJjv378v+/HHH11FN4mBAwcmBgcHR61bty6mZcuWusePH0u///57t6JFi9orANIVEIRSCj8/P/2XX35p1GpZH61x48Y6g8FAxO/FayhfvrxxyZIlMaI4S2Xeh8PRGi3/7tmzp9bf398AsGiSTk5OcHFxMYtz5F69eiVZt26dyoFFlx0WZwDg5OREGzRooAsNDZUsW7bMuXHjxt4mkwlyuRx//fWX/Lvvvkua2+QgDs05s8bb25uKc0RatWqlu3btWnjBggXNfn5+hrZt22rv3bsnDwsLS8qXHZEC7Q4IIh7rxx9/dJ4+fbrbgQMHIjdu3BhToEAB0/z5811NJhNMJhOUSiUGDBiQMHTo0Phdu3ZFAUCZMmVMojhLxa3PYXH29OlT6Zo1a5zXr18f1ahRI33NmjUNs2bNijt37pzi6dOnUst6+ubNG8nKlStdxowZEyeKszRcDNMtzgCgWrVqxsqVKxvKly9vHDBggObZs2fSPn36uPv7+3vfvHlTlo65U5kizgDg6dOnMkIIli9f7rp27VqVuF8MIw5kb0AQa4KDg6NEcQYAHTt21KrVajpp0iQ3AJ+MONuxY4dT48aNvQ8fPqwMDQ2VAECBAgXMderUMfj5+Rm8vLzMy5Ytiw0MDIzNKXG2cuVK5zt37sicnJwQEBCQWL16dcO9e/ekx44dU1q2FYBD99wed8dk4iw2NpbExcXZcmkMQPa7OyYTZ506dfJs0aKFViaTwdPTk65atSpmx44d0aNGjYp3dXU163Q68uLFC6kozoB01UEuzjicLIa7OHKsSXXO2YkTJxQ//PCD64EDByL8/f0N48aNS/Dz88u1fft2VdWqVeMAJFk5zp49qxg6dKh7r169NIMHD9bYOp4VDs85E6ldu7ahQIEC8a6urkkvHU9PTxoeHi7R6XRQKpWIiooiWq2W5MuXz1yzZs0kF5gUXk4OR2vcs2eP059//ilXq9W0du3a+kaNGiVZWERRodVqiYuLC338+LG0SpUqPrNmzYq1MzS5w3PORKpVq2YcP358fGBgoOuWLVucJ0yYED927NgEALh06ZJ8xIgR7nfv3pUVKlTI7mgpcFCciXPONm/erHr37p2kcePGugoVKhg9PDwoANSvX18PABqNBs7OzvDz8zMULVrUkU6gw+uchYeHSxYsWOC2d+/eqJo1axr0ej3q1q2rP3funIJSmuRy1qVLF60YYMK6fFPoBKYrIEiRIkVMX331lVYczNDr9fD09DSr1WqqUqmoZT0tVKiQee7cuXHi+nlpjIDbHa3R1vWIlqiQkBDpiRMnlGPHjk0wm80YOnSou5OTE9LhIpVp4gwAPvvsM2PZsmUN7du3165du9aFEIL+/fsnivcvndazdIkzsa5bLpIttkmiiJVKpZg4cWLcjBkz1JcuXZLXqFHD4GAeM12cmUwmXLx4UTF69Oj4R48eyQghaNy4sU60JBcoUMBcoEABU0hIiNSBwTZbOOzWaFkuN2/elOfOndtcqVIloxiF8Ntvv/UcPnx4fJUqVTIiGhUAqsK2FS2ZODt8+LAiMDDQtUKFCoY2bdpobSxLEiB8ZoclLdmcsxEjRqhlMhk1GAykY8eOnvny5TPlzZvXPGLEiIR8+fKZL168qFi6dGms+ON0PhtcnHE42QC3oHEsSTMgyLt37yT169fX+fv7GxITEyGVStGqVSttaGioFPhgKZHL5RAWY41ZuHBhWpYqIB3i7NWrV5KHDx9KY2NjCQAUK1bMJKYBkOTSqFQq8eDBA2m9evW8Hzx4YM+E6HRFaxw4cKB7njx5zHv27FEFBQUliw4pWskKFixounjxoqJRo0beQ4cOjbdcGy0VHBZnt27dkl28eFH+8OFDqclkQu3atQ2TJk2KnzlzZtzYsWMTxHtRo0YNAyGERkZGOtIWOLTOmUwmQ0xMDKlUqZLP2bNnFSdOnFBOnz7d7eDBg0oxjYizMwuO2L17dw9CCOrUqWOPaEzXOme5c+c2P336NLR+/fp6cc7Z2LFj4588eSL74YcfXMS0ltH/7OjMOBwQREQqlWLChAkJYih4hUIBd3d3KpVKIQZOefv2reTAgQNK4MPi5qkMMgDpEGdi3Xn8+LHUbDYnDS707NlTI1qiFy1a5FqiRAmjr6+vsXv37h5pFYoFmRIQBPhQb5o3b65zc3OjderU0bdo0UK7du1al6CgIFW/fv3cU7BypEW6A4KIdX3IkCHqfv36uS9fvtz51atXSQtmi/epUqVKxvj4eCLey5wUZ8eOHVPs2LHDafny5bH9+/dP/PLLLw3Xr1+XHz16VGk2myEGqhk7dmxCdoqzN2/eSKKioojZbMbKlSudhw8fro6PjyevX7+WPH78WGowGPDy5Uvp3LlzYy3X2UwnqwDMt7E/mTg7cuSIYtmyZa6rVq2KqVKliiEyMlJiyzsA2WNJSxJn4vslMDAwNleuXObWrVt7TZ06Na5r166Jcrmc7tixQ1WgQAFTsWLFkmWWizMO59OFW9A4InZFa+zevbtWnBOkUjFvIrVabX7//r0EYBPdY2NjiVKppCVLljSVLFnSBKQ5wu9wQJDVq1ergoKCXKKioiRlypQx9u7dW9OxY8dkQUhMJhNKlChhDA8PJw0aNMjVvXt3jZ3zhhyac7Z3717lrFmz3Pbu3RtVv359vVQqRWBgoOv169flxYsXN/r4+FC5XA6NRoNXr15JR44c6T59+vQ4MRphGmXjcECQlStXOi9dutTFy8vLTCklEyZMiGvbtq2uevXqhrJlyxqBDy4tjx49kkZFRUkKFChgb8/GoTlnUqkUWq0WX331lVeDBg20QUFBsQAwYMAA9Zo1a1y6d++uFfNiMplw5MgR5dKlS13evn0rvXHjRphUKk2rfByec2b5t5ubGzWZTFAoFDAajfD29qb9+/dPuHjxoiImJkbj5uZGHejE2C3OxGOeP39e/vLlS6laraYVKlQw+Pr6JrsPMpmMajQa4u3tTR88eCD19/fPtWDBgljLNKnkz+FQ+tZ1Z9KkSXGtW7fWAYC3t7d58uTJ6p9++sm5bNmyho0bN8YcOnRIaelKmAYZEmdiHp89eyYtWrSoSSqVwmg0ghCCV69eSePj48msWbPiZTIZvvvuO/fcuXObLN247CRd4kx0GRaXjahTp47O3d3dvHLlSpeiRYuafH19kwJqGI1G5MuXzzxp0qS4UaNGuXfp0kVbrlw5e6w/mS7Ojh49qhg9erR7mzZtEsUE4v2+efOm/IcffnD566+/5AsWLIgT2/J04pA4O3LkiGLu3Llu1atX13t4eJhbtWqlc3d3Nz948EC2e/du1alTp5SFChUy9evXTyNacDMwz3AVgNk29n8050wqlWLv3r1Rrq6udOfOnaqDBw86HT582Kl48eLGCRMmJFj9PkD4zApLWpI402g0aNu2rdfIkSPjmzdvrg8MDIwdOXJkQoUKFYwAEBkZKblx44a8du3ahtq1a6d37jOQcXHmBKA0Pn6Xfar0B/AAwLmczgjnvwm3oHGAFAKCiERGRpLQ0FCJOGItvhAtrWWWHf42bdp43r59O5n4zwxxJrJ582bVlClT1D/++GPskSNHIjw9Pc2bNm1KmnsivqTd3d3Np0+fVpYoUSJPz549NWKQkjTmDTkcEOTVq1fSlStXRtevX19/5coV2ZQpU9T+/v66Y8eOKYcPH+4+Y8YMVwCi655+ypQpmS7ORNavX6+aMmWKeuPGjdFnz56NMBgMEKMQAkyQACzK5MmTJxX16tXLJQZ5SSkTFqQrIMjt27dlzs7OdMqUKUmBLAYOHKiJjY0l8fHxRKxHUqkU+fPnN5UqVcp48+bNMIVCkbSYdQo4LM527drlNGrUKHXnzp099u/fr4yPjyfi8UWXuAYNGujPnTunvHjxojyzxRmQXAx17NjRa/fu3aqhQ4e6BwYGuorhwsV8a7VaUqxYMeNff/0la9q0qXe/fv00ffv2TUTaODznzFbduXr1alK+mzRpoi9fvrzhyy+/NOzcuTNarVbTDh06aLt06WKP9SJTxNn27dudWrRo4fXXX3/JAFaWXl5etGnTprr3799LJBIJgoODnQoVKmSUyWSwnJNmB+mecyaVSpGYmIjmzZt71a1bV/fTTz/FLF68OC4xMZEcOHDAKSoqioiWNPFaSpUqZezatWuiOGiSBpkuzk6ePKlYvny5y65du6KuX7+uOHToUNKaWK1bt9blypXLvHTpUtevvvpKK3onpBOHxNmff/4pDwwMdD1w4EBk69attbGxsZKKFSsau3fvru3QoYO2TJkyxl9//TVq0qRJ8ZbutVktzgCgUaNGeldXV/rmzRvJ69evpXPmzIkdOnRowqtXr6SipdGKAGS+JS1JnMXHx5O2bdt6ubq6mkUvCDHCq5j45MmTSnEANQNkhjjbBOBXpBI46hNiMIAZYOVcO2ezwvnPQinl2397U1JKd1BK34qbyWRK+nvNmjVR9erV0xYuXNjYv3//+LNnz4aJ3xmNxreU0rcrVqyI7tu3b0J0dHRIrly5TOPGjYuzPF4q23JKqcQqP4UopVdS+s2zZ8/e1apVS7dr165Icd+rV6/eFShQwHjr1q1Qy7yfOXMmjBBC582bF2OdZxvbG0ppDxvl05BS+jyta0lISHir0Wje9u3bN2HJkiXRlNK3b9++fRcYGBjt5+enu3nzZiil9K3BYHhrR17eUkofUkor2sjPdyn95u+//35ft25d7fHjx8MppW+vXLkSqlAoaNOmTbXr1q2Lmj9/foxOp3tLKX178+bN0HLlyumnT58ea2d+jlNKPW3kR0Up/dkyrXiNRqMx6e8LFy6EJSYmJqW5f//++2LFihlfvXr1TtwXGxsbYus4KWyLbdSdIpTSv1L6zapVq6I8PDzMS5cujW7atKm2fv362tOnT4fZuvZevXol1K1bVxsXFxeSSh4s604XG2XThFL6wtZv9u7dG5E3b17TmTNnwiilb3/77beIPHnymC5cuBBmmS4iIiLE19fXSAihU6ZMsfdePaCUlrORn8kZqTsGg+Htmzdv3un1+o/aiTS2o5RSdxv5sd4UlNLtlr+1PMeyZcuiFQoFdXZ2Nm/atCnKso4EBgZGN2zYUOvv769r166d5unTp+8nT54cu3nz5kg787iSUipNI39qSumRlI7x8OHD95bPU/369bWFChUyLliwIGbUqFFxLVq0SLxy5Uqord+mcT+n21F2aW3lhXqR9GwdPXo0XKPRvKWUvt29e3dku3btNK9evXonlvm4cePixHLOwPaCUto4lXy5U0p/t/zNnTt3Qp8/f/6OUvpWo9G89fPz0927d+89pfRtdHR0yMCBA+NDQkLeOVD/UtqmpJCnUZbpIiIiPmoDDAbD26ioqBBK6durV6+GNm3aVGsrncU2l1JKMuE+1qaU/kMpfavX69+2atUq8dChQ+H3799/X6ZMGcOtW7eS6pdGo3k7bdq02JYtWyZmsJyeUEqrZiDPTpTSXRbH+4dS6p8JZZFV22Cr6/9HKPeczhff/mMbD7P/3yZVt8YNGzaoxo4d6759+/ZIjUZD1q5d61K2bFmj5SRjgEX/mjBhgjoxMZH07t1bs2DBgiRLVSqjmumK1ggAgYGBLrVr19ZXr17doNfrERcXR2rXrp0rODg40toN58KFC3IxpH0q1iqHA4JoNBpIJBI4OTkl+0FoaKgkd+7cZjHt9evXZS1btvTev39/hAORz9IVrREAbt68KatYsaLxxYsXkgYNGuTq1KlT4uDBgxP27dvndOjQIadatWrpp0yZEi+RSPDixQuJGJY6DUue3ZYzMaBEbGwsmTlzpqtSqaTdunVLFMP4m0wmEELw+PFjabt27bzu378fBgDDhg1TlytXztC/f397rEMOzzn7448/FH379vXYtGlTlOjm06hRIy9fX1/Txo0bP7LqbNq0SeXk5ERF61AqOOTWaDQaYTAYMGrUKHWuXLnMs2fPjhcDSzRu3NirRYsW2lGjRmks61rNmjW9GzVqpJs1a5Y9Vtd0R2tMre4cOHDAqV69errJkydbu3GlRaYEBFm9erVq4sSJ7teuXQs7fvy4Yu7cuW7nz58PL1SokBlgFuG6det6lytXzrB79+5o0dXacv5gKmQoIIglYv0/dOiQcteuXU5bt26NAYCLFy/K582b5/r5558b582bF5fGOn6WZOk6Z2KeY2NjyYIFC1x79OiRKFpfxHmZQLrdBx2ynGm1WhBCoFQqYTQaYTaboVAo0Lp1a8/NmzdHx8XFkUOHDimrV69uEOdpZgC7LGchISGSjh07es6fPz/W39/fYDm/GWBrjPXp08dj4MCBCT179kyrrdiEjLk7JgsIEhcXR0JDQyXFixc3AcDixYudw8LCJNOnT49XKpXQ6/W4deuWrGrVqkkeL+lYay+zLGd1rPZrAfQEcD6dx80qBgOYYmO/FkAvcHdHTjbCXRz/u6Qqzu7duydduXKly7Zt26JatGih79Chg27kyJEJwcHBTqGhoRJLdya9Xk9ev34t/e677+JFcWYymTJVnO3Zs8epY8eOHgCbrC4uRCqVSuHi4kKVSiVNSEggAPD69WvJzz//7AQAWSHONm7cqOrRo4dHtWrVcs2fP9/l0aNHSQfOlSuXGfjg/imRSJA3b16TOF/PDuwOCGKJGJBEdPkhhGDdunXR8+bNi/P19TUPHjxY4+PjY7506VKS254oztIIMuFQtEZxHo6fn1+u2NhYSbFixUxiJ9poNEIqlSaVo0qlogDQpUsXj0OHDjl9++23WSLOACAmJob4+/vratasaRBdkVq1aqWNjo6WAB8HsAkICEi0w3XPYbfGyMhIiUqlwvDhwxMaNmyoBz6Eg3d2dqaxsbFJbnBiPo8ePRqZmeLM8nos3bJSqzt58uQxX7hwIcU1/1Ig09Y5GzJkiMdvv/0WUbx4cVOVKlUMvr6+JtH90mg0wsvLy/zTTz9Fi+IMSB7cJRUyJM5iY2PJlClTXIXFu1WvXr2SAixwiSjOjEYj/Pz8DGq1morffyriDGAu6t7e3tTNzc08ZswYtbhfFGdAutwHHRJnhw4dUrZv395z8uTJbrdu3ZLJZLKk81euXNnw22+/Kbt16+bp6+trzi5x9vr1awkAjBkzJn7hwoWuFy5ckIuROQEgLCyMXLt2TT5kyJAkcZaGm28A0u/umEycAcxdvXjx4ibxnDVq1DCEh4dLxHulUCggijMxWJODZJU4E7/bgk/L3TElcQaw/HJ3R062wgXaf5M0A4IULFjQ3KBBA12xYsWMJpMJRqMRRYoUMbq5uVE3Nzez5Qu7e/fuib/++mvkuHHjEoDMCwhilR/TwYMHVQEBAUkdDXF+khCAg7i7u9OHDx9Ky5Urlzs8PDxZ3c6IOAM+dFCCgoJUo0aNcv/mm28S27Ztqz1w4IDT8ePHk6IRiun0ej25f/++tFmzZt6tW7e2NwiAw9Eanzx5IgXYy9hSZBQqVMgsBkTRaDSQyWSoUqWKXq1WU3HRbOtrs4FDc85kMhni4+OJn59fLj8/P/26deti+vbtm+jm5kZPnDihCAoKco6IiCAAEyNmsxl+fn7eN2/elD98+DBULpfbXC/NArvnnFnTpk0b3ZgxYxKkUmlScBt3d3f6/v17iVhfY2JiSHx8/Eedp8wKpX/z5k1Z3rx58xw9elRRtmxZkzjvT7xmd3d3s1wupwDwzz//SMePH68OCQmRiPMGMyNao+X17Nixw6lXr14eYh0ym80wm80O1Z1UyLRQ+g0bNtRfvnw5rE6dOgYAqFKlitHHx8e8cOFCN4DVO6VSCX9/f4ODndB0BwSxjEz6/PlzGaUU69atc969e7cT8GHdRTF/AJCQkEB8fX3tncuV6eLszJkz8rt378qA5M+I2G5MnTo1IX/+/CZxTcsM4JA4O3jwoHLVqlXO33//fVzJkiWN1m33w4cPZYMGDfIYMmRIQsuWLXW2DugAdomzgwcPKseOHat++PChrFmzZrquXbsmzp071/Xs2bNyuVyOBw8eSKdOnepWpUoVQ7du3ZLEmR1CNgCOi7Rkc8727duntNVO+vn5GRISEiQDBgz4SIznwDpnqYkzyzSfikhLTZyJcJHGyVa4QPvvkao42759u9PixYud3d3d6axZs+LKlCljkkqlEBe9FNePAljI/bNnz8plMhnatGmjAzJHnNnqAPr5+RnOnDkTduDAAaeePXu6A2zkV6fTQafToUiRIqYrV67ImzRp4j1w4MAEO9ZdczggyNWrV2VLlixx/eWXXyI7dOigmzlzZnyzZs20P/30k7PougcAOp0O27dvdxKCOiTMmDHDnoWEHY7WuHHjRlWTJk2858yZ4wKwl7CtpQycnZ3x/PlzSWBgoGudOnX0CoXCno5EugKC7N2716lkyZLG9evXJ3XMd+7c6dSkSRPvFStWuOzevVsVFhZGCCG4deuW3Gg0kjt37iQFBEmlg+1wQJCjR48q1q5dq1qyZIkzAJQvXz5psAFgERIJIZBKpXj48KG0WbNmXtbBbVIgXeucVaxY0Th8+PD4tm3bep06dUoBfLAqCn8TDw8PGhISIqlUqZKPh4eHOV++fEnXmxnRGkWCg4OVffr08Xz58qV05syZbk+ePJFKJBJYu7yns+5kSij9yMhI8vr1a0n+/PnNoiVADCf+448/xsbHx5Pt27cn9zG2nwwFBNHpdOjUqZNngwYNdNu2bYvevHlzzDfffJO4du1al7i4uKTAM3q9HlFRUaRbt24eT548kc2aNSvOjrxlujg7cOCAMigoyKVEiRJGIHldkkqlCA8PJwAr13Ssa2eJw4tQazQasmfPnqjKlSsbnzx5Ips9e7Zr//791Rs3blQBbADwp59+iu7cuXNmhNJPU5wdPXpUERQU5Lx58+bo+vXr61UqFbp06aLt0aNH4ooVK1y2bNniNHbsWHWdOnX0pUuXTqo/DlgZA2C/SEu2CHX79u09PT09zZbtpKVVb/bs2XFffPFFRiI1Apkszq5fvy4LCwsjgM179ymItGTi7M2bN6ndSC7SONkGF2j/LdK0nMXExEjGjBnjvnr1apW4JpXY+EskEiQkJJA8efKY79+/L61QoYLPy5cvk6mxzAylf/v2bVl0dDQRz1+tWjXjwYMHIw8ePKjq1q2bBwAolUpotVryzz//SLt27er57bffaubNm5fWumvpitaoVqtprVq19GXKlDGKLoXVqlUzWEaxFPPUoUMH7fr166O///77JNe0VF7gDs85O3PmjHz69OluZcuWNVy8eFExb948myItJCREsmTJEueaNWv69OzZ094Fw9MlzgDgzp07MtEKZTKZ8Pr1a8nSpUtdTp48GTF06NCETZs2OW/ZskXl6+trXrJkScyff/4ZLpfLk+bupIDD4mzFihXOPXv29AwODlb9+OOPro0bN/YSy0cU0pRSFC9e3BgdHU3q1q2by9/fXy8uYJ4K6V7nDACWLFkSN3jw4IRmzZp5nzp1SmHZ0fLx8TEfO3ZMWaVKFZ/BgwcniG6NaXRIHRZn0dHR5MyZM4opU6bEjhkzJkGr1WLatGluT548kUql0qTzvXnzRrJ48WJH606mRGtcu3atqn379p7+/v65BgwYoD5//rwc+LDgu5eXl7lQoULG8+fPO+p2CWTArVHk7du3Ujc3N3O/fv0SxLx36NBB6+LiQsV1GQHg6dOn0m7dunk8evRIdv369TA7rMSZLs4eP34s/eabbzynT58eFxQU5DxgwAD1nDlzXC5cuCAHmIhcuXKly6NHj6Te3t4ZmZSerkWoO3TooHV2dsaLFy8kz549k44aNSqhQ4cOWtGFtUmTJjpLcZbV0RpPnTqlXLJkSaxSqYRO98Fg17x5c13Hjh21w4YN8+jQoYO2a9euac05Sw0/AG5ppEkSZyaTCQ0aNPCuUaOGvlChQua+ffu6z50712XHjh1OAGvXLl++LC9atKhp9OjRGiDdQjZTxdmhQ4eU8+bNcxXdjS2XOrH6TU6JtGTi7OHDh1JfX988p0+fTvFlBC7SONkEF2j/HVINpS8yePBgzdq1a6OHDh3qsXLlSmeANf5GoxE6nQ4lSpQw3rhxQ96sWTPvgIAAjbhAaBo47NZ44MABZcWKFX1q1qyZq0GDBt47d+50On/+vNzPz89w6tSp8LNnzyp69erlDgBeXl70s88+M02ZMiVu5syZac3VsXvOmUhYWBjRarUoVaqUae7cubH58+c3i/MjvL29zXFxcSQmJoZIJBKEh4eThw8fSr29vWnTpk31aeQFcHDOmclkgslkwosXL6RDhgxJCAwMjK1evbr+jz/+UFqKNLET6OHhYY6IiJCMGzcubu7cuUllkwrpEmdi/uRyOZycnCjA5jIVLFjQ/Msvv0TVr19fP3jwYE25cuUMDx8+lAPA8OHDNZklzoDkbqiTJk1Snzx5MuLIkSORQUFB0bdu3ZKfO3dOLpYPwFwcjx8/7lS8ePHcAQEB9i7D4NCcs7179yp3797tdOnSpaTvAgMD44YNGxbftGlT7xMnTihkMhnMZjMiIiIkv/32m9Pw4cPjLQcZMtNyBrAw3F26dNF26tRJ27FjR223bt0SjUYjpk2b5vb48WOp5RpxRqORjB071t66kyG3RvG8GzZsUE2YMMF93Lhx8YGBgTH//POPbM+ePSrgw73x9PSkI0aMSPjpp59cTpw44YhIS7flTHThFddhmzVrVpzouiyRSODi4kL1ej3evn2bdMMEV8y4S5cuhdthJc6SOWclS5Y0zZ07N7Z27dq5rl69Km/fvr02d+7c5i1btqhev34tUSgUGDVqVEKpUqWyLZS+aAkFPtz3vHnzmoOCgmK+/vprnVqtpu/evZNqNJpkbWd2hNJ/8eKFdMOGDSqADbaJIu3ChQvyhg0b6m7cuBEmzpdNpwh6BKAjWNufEsnmnEmlUsybNy/2xIkTyvr163s3b95cmydPHvP58+cVBw8eVL5+/Vpy8eLFZI1oDixCnUyc3bhxQ9a9e3fPPXv2RG/dulU1e/Zsl/Xr16vCwsKIjbzlhEj7yK1RLpejTJkyxjlz5rgdO3bso76ABf91kdYTWb8Q+38evlD1fwObljOxkXz16pUkf/78ZvFF2K9fv0SDwUCGDh3qbjabMWzYMI1MJoNEIsHdu3fl/v7+uaw7/Jk950wul9NixYqZxDkbv/76q9Mff/yhrFOnjr5YsWLGuXPnxvbq1ctTrVbT5cuXx+7fvz9SFE2ZGRBky5YtTseOHXMKCAjQ1KtXT+/j45NshFkikUCn0xF3d3d6//59aatWrbyXLFkSY+n6khniTMxPaGioJF++fOZOnTppX716JS1RooRp4MCBGgD4448/lAAwceLEBJlMhujoaOLh4UFFK14aZQM4IM6sjyPmr1mzZtqFCxfm2rRpkyogICDRbDYjb968Zsvf5c+fP1lHMDPEmcitW7dk3333nfvgwYMTxAXVy5cvb8yTJ4/5zp07cm9vb3PZsmVNAODi4kLfv38vmTdvXuz48ePTmj/psFvj7du3ZZ06dfICWPCYWrVq6QsXLmwcMGCAZtKkSfH58uUzt2jRwvvUqVPh/v7+hq5du2oqVqxoGDt2rD1zOdMlzsS6JAbZAYC2bdvqKKXYuXOnatq0aW5BQUExGo2GBAUFOY8fPz5eqWTLY6WRn0yZc3b//v1kwYkAQKVSYfDgwe6TJ0+OF4PwmEwm+Pn5GerWravTarX2dhLSLc5E5s6d67JixQrXq1evhon1SOzAiYFDxEXfe/fu7V60aFHj1KlTE8TvU6nrWRoQZPjw4Zp8+fKZO3bsqAWY++iNGzfkojXZzoAqKeGQODt9+rT83bt30i5dumgt2zalUgmlUkkfPHggHT9+vLp3794a0YsjA9glzq5cuSI7e/ascuzYsQkjRoxI2Ldvn9PRo0cVTZs21SuVSjx48EC6fPlylxIlSsSWKFEi6b6nQwSJ4iw8lTQfBQQB2Bpscrk8ViaToVatWgaTyYSYmBgSGxtLChYsaB45cqQ9Fu6UyFRxdvPmTZlaraa9e/dO8PX1zd24cWNdlSpVDG/evJH+8MMPrjNnzoyzEThLFGnZEd0xmTiLiooinp6etHjx4qb+/fsnJCQkkO+//95NrVbHymQyWqVKFVtmb1Gk/deiO/YEMA9MnBFkzULsGUUCIB+ANzmdkYzALWj//6Tq1vjzzz87FS5cOE+jRo28+vXr537+/Hn527dvJYMHD9Zs3bo1avTo0e6rVq1yBtiotbOzM508eXKWijMAaNasmX7RokUx8fHxpGbNmvoZM2bEnTt3LrxevXq6y5cvK4KCglwAYOXKlS5nzpyRi6PSqQRScDggyMqVK51HjRrlXq9ePV2pUqWMliPfYqdMr9eTkiVLGl68eCFp3Lhxrg4dOiR+/fXX9kxkd1icrVixwrlFixZeMTExxMnJCWJHwcfHhw4YMCCxdu3aulOnTilXr16tevjwobR9+/ae9+7ds9cF1aFQ+uLCvJcuXZKfOXMmqdfp7+9vGDNmTPzYsWPVGzduVEkkkiSXws6dO3vcvn1bPm3atHikTboCglSoUMHYsWPHxFu3bsl37tzpBAADBw50f/funWTFihUuvXr18qxcuXKuSZMmuapUKnrhwoXwrBBnABOGI0eOjK9WrZp+yJAhCSVLljS+efNG+tVXX3k3atTIOyIiQlKiRAljgwYNcp0/f17eokULfWaKM1sjv2KofxHRItauXTtdp06dtE5OTrRjx46eBQsWzAOwTrNIVoszgAUnaty4cZrBiaRSKdzd3emSJUtiWrVqZc/zlmFxBrAF1tu2bZvYsmVLbzF6qxhcxWQywd3d3ezp6Wnu1auX++nTp5Vi3QJSjdyYLdEa27Rpk+TtEBcXR27evCl//fq1w9EjrHBInB09elSxfPlyl3bt2mkBQKPREOCDRU2r1SI4ONipT58+Cb169bInqmtq2G05o5SSCxcuKDZs2KDy8/Mz5MmTx3T8+HHlsGHD1GfPnpX379/fo0OHDlqxzQXSZaFKlzizfF7r1q1rECMTS6VS3L59W/7gwYOMDrRnqjg7cuSIolOnTp63bt2STZo0KX7AgAEJP/30U8zgwYM1HTt2TNTr9akNVGSHJS2ZODty5Ihi3bp1znq9XvQUIrVr19YHBQVF9+rVy6N///4eqRzrv2ZJsxRnQNYsxJ5RJAB+BHAEQKkczkuG4Oug/X+T5pyzpUuXOk+bNk3t5+enf/PmjbRgwYLGGzduKL755htN2bJljVFRUZIJEyaoN23aFNWzZ0+tuM4XkHXizFKU/Pzzz06LFi1y8fPz048ePTrB19fXDLBlAO7fvy+Piooidqyd5fCcs5MnTyq6devmuW/fvkg/P79k85J0Ol1Sx/XOnTuyevXqeWu1WjJs2LCE+fPnJ7mmZablbOXKlc6TJk1SHzx4MEJcx0tEPNfbt28le/fuddq+fbvz1atX5WPHjo1fuHChPUEJHF7nLDo6mtSvX99bIpHg/fv3kho1auj37t0bDQDPnz+XrFq1yiUwMNC1adOmOq1WC5VKRd+8eSO9evVquEKhSGtNHoctZ9ZrXg0aNEj95MkTWWRkpEQmk+HKlSvhsbGxxGQyYeHCha43b96UNWnSRDdq1CiNZRnaIF3izPL6+vfvr3779q20c+fOiT169NDeu3dPevfuXfnmzZtVcXFxkgsXLigWLVoUY+cIuMOWs23btjndu3dP3q5du0Qx2IYllvUsMDDQ5bvvvlPPnDkzVrT8pEGmzDmzRKvVJltf8O3bt5JGjRp5Hz16NMLX19f87t07yaNHj6R169Y1pHUsgXRHa7RVJ968eSOZMGGC259//qk8fPhwhOgaqNVqUadOnVzR0dFEIpHg9u3bYXbU9SwRZ6mVx/3796XdunXzHD58eIKdS1ukhMNzzhYsWOAycOBAzbx581yjoqLI06dPZUuWLIn94osvjG/evJH4+PiYzWZz0v3PjjlnIjdu3JDNmjXLrUOHDondunXT3r17V7Z8+XLnokWLmnx9fU0ORmu0Jl3iTGxv4+PjyaVLl+Q1a9bUOzs7Q6fTYfTo0eo3b95Ig4ODrdttR8hUcXbgwAHlhg0bnGvWrKkPDw+XWL9/7t+/L+3fv7/Hxo0bo4sXL25KpRyzap20ZOLsypUrsgULFrj+/PPP0REREUlLrgQFBTnLZDJ66NAhp4SEBHLx4sVwpVKZ2jv9v7BOmrU4s2QTPg1LmijOOgv/h4M9d49yLEcZgAu0/1/SFGciP/zwg8uxY8eUX331lbZly5a669evy69cuSL/+eefVSVLljSePHlSCQD3798PLVGihEkMJJCZ65yJ7nji/5bH/+WXX5QLFy50q1Onjq5Xr16JouuaJRl1a7Rmy5YtTmfOnFFu2LAhRqvVQiKRYMiQIe6hoaGS+Ph4smTJkthy5coZHz58KP38889zz5w5M3bKlCn2WD8cDgiyatUq58mTJ6sPHjwYIY6eAsDLly8l4hpj4jlPnTqlaNSokfecOXNiJ06cmBTAIDNC6VuGo69cubJPy5YttVOmTIm/dOmSvEePHp6LFi2K6dOnT1KH7+zZs/KjR48qKaUoW7assUuXLlqZTJZpc85ELl68KK9fv36uq1evhlkuZzB69Gi3vXv3qubNmxcrdq5ErEVACqRLnIlY1oOBAweq7927Jx8wYEBC69atdW5ubjQ+Pp6oVCp6+fJluR3BSYB0iLPw8HDi5+eX6+nTp7KmTZvq9Ho9fvzxx9iCBQuacuXKRS3rxrt37yRlypTJPWDAAHsHGjJFnL169UoikUiQK1cus1Kp/Kh+vHv3TlK9evVcT548Cf3777+l9evXz/Xjjz/G2Dn/NUOWs8TERLx48UJasmTJZJ3J169fSyZOnOh2+fJlxZEjRyKLFy9uCg8PJ5999lmeQoUKGa9du2ZP8JssF2fBwcHK27dvy+Pj40mbNm20NWvWNDx8+FD67t07Sb169QzW6R3AYXEGADNnznS9evWqvGDBgqY1a9bErlnzP/a+OqyK7Xv/PUk3eq+B3d2YYHegYqCiqKgoNnZid2OiYmNiAIrYigp2ISqKhaQ0Jzi1fn9wZ+45SMfRz/d33+eZR5kzsWbtPXv2u1ft0duzZ4+Bj49P0r1794Q1a9ZUtGzZsqhZCAtMzhg8e/aMv3z5cqPevXtLnZ2dfyGv2iRnzLuXnJzMadKkSamBAwdKZs6cKSpTpowqJiaGe+/ePSHjsvonFKFOSkrirFq1ynDjxo1pANCyZUuL0aNHiydMmCABMhdVHRwczGbPnp3u6OiYn3e3uEnaLzFnJ06c0DUyMqKHDx8KPn/+zI+JieHWrVtXUaZMGeWbN28E3t7eyQUoeP9/maTlRs4YHMLvJWlZyRmD/1mS9h9B+7+JfJEz9cmXu7u7YWBgoM6gQYMkEyZMEOvr6yMtLY3z/Plz/o0bN3SMjY1Vbm5u+VnhLzA5u3r1qvDs2bN6EydOFDVp0oSdYGclaZs3bzZs0aKFzNnZWVy3bt38BLQXmJwdPnxYj3knJk+ebHL79u2foaGhgp07dxqkpKRwevfuLX379i3/3bt3gqCgoJ/lypVTvXv3jsfEnBU3OQsICBD269fPYufOncnqEwZ7e3vTypUrK5nEFgCQkJDA6dWrl3nr1q1lmzdvzs8Eu8AJQTIyMmBra2vB4/Fw//79BGZf165dLRwdHcXDhg2TqMeNZJ04FLfljMHQoUNNr1+/rnPnzp2f6n2DsaQ5OjpKBg4cKDU0NNQY8HKZcBWYnH369IlnZmamMjc3Z++h/rwTJ040fvfuHX/MmDFiOzu7DPX6Zkyq7OKOOQMyF2CWLFlivHXr1uRLly7pvnjxQli/fn352LFjxV27ds0wMTEhAHjw4IHg8+fPPIbMaoOc7du3T2/79u2Gurq6xOVycf369QRjY2OWOKpUKnz//p07duxY01WrVqUNGjTIzMHBQbJu3br8WIaL7Nbo5ORk8ubNG8H+/fuTs6af//btG3fhwoVGqamp3CNHjiSbmJhQQECAsFOnTrLfRc7UsWvXLv1FixYZT5o0Kd3Pz0+3QoUKynXr1qXWrl2b1Yc2yRmQqbPly5cbJSYmcn18fJIAYMmSJYY9e/bMaNGihbyQ1jJ15Juc5fTsz5494y9atMioW7duGdOmTStKXBdQhJgzIHNsbd26tWW9evXkhw8fzvZdy6Of5YQSr3MWGBgovH//vnDJkiXpSqUS9+7dE4pEIg4TApDPvldcJE2DnDH3fvjwoWDNmjWGhoaGdOLEieSEhATO0KFDzWrVqqVYv359qp6eHmQyGYRCYUHkLQhJqw/gI4CiuvOWJDTI2ffv37llypRR5fAdP4TfQ9JyImcM/idJ2n8xaP/3kCs5k0j+HQfUU7K7u7un9+zZU3rq1Cm9ffv26UdFRXGNjIzIxsZGvmzZsnSGnOWRxa1Qbo0cDgdPnz4VeHl56asXSWUmaEqlEgMHDsxwc3NLDwgI0GVcEfJAoSxnL1684N+/f1/o5OQk6d69u7RVq1aljhw5otegQQP5+/fv4zdt2pS2aNGidGNjYxWTnKCkyBkAGBoaUp06deQfP37kv337lgcAffv2Nfvy5QtfnZwBmcWft27dmlpS5AzIjKOpVKmS0tzcXHX27FkdALhy5YrOvXv3hAsWLDDu37+/eZ8+fcx8fX11QkNDeVkH8eImZ0x/PH78eHL//v2lrVu3LsXEBgHA7t27U2vVqqXw9PTU9/b21s2a4ry4yNnLly/5Q4cONTt+/LheUlISu8rI5/PZGJLdu3en1qlTR7Fnzx6DkydPsrKox1XlgEInBAGAoUOHSqytrTOkUinH398/ac+ePcmlS5dWDhkyxGzMmDEm8+bNM5LL5WjdurW8pMkZ8O/z7tq1S3/evHkmK1euTF28eHEaEWHQoEFm6pkruVwu+Hw+m5xoxIgRYoac5TEWFUvM2a5du1IMDQ1Vc+bMMX7+/LlG561QoYLKzs5O+u3bNx6TWr979+5/BDkLCAgQrlu3zvDSpUsJK1euTL99+3bCx48f2WyYDLRJzoDMTI0DBw6UmJubq6ZPn2706tUr/tmzZ/XkcnlhXRnVUShyFhISIrh48aLOs2fP+DExMdwmTZooli5dml67du2i1IMDikjOAODHjx88Y2NjFUPO5syZY+Ts7GwyevRoEyZr4+/O1qiO4OBgATPuWFlZKR88eCAMDg4WCIVCtG/fXlZAcsbcq6gxab9Yzph7m5ubq9q3b5/x4sULQXBwsMDCwoImTpwoatq0qVxPTw8qlQpM8rECyJvfmDRrAD7IfL5fMqb8IdAgZ35+fjrz5s0zzuV4J2g/Ji0vcgYAlgDO4H8sJu0/gvZ/C7mSs4CAAOH69esNv337xra7OklbtGiRqHfv3tJz587peXt768bExPzSP4qzCPX379+5cXFx3K5du8q2bNmS8vTpU8G+ffs0SBozUfz06RPP2tpafuPGjQQbG5v81KrKNzljgvyBzAlEaGgoHwDOnj2b/OTJk/hTp04lqRdeZjJaZp3sFzc5AzKTbmzevDn17t27wn379unb2NhY/Pz5k/vkyRP2ox8REcG7ceOGUE9PD4x7UC7JUoACkDP19mKSgxw7dizZ0tJS5eXlpT9t2jRjJycnM39//4S7d+/+XLZsWRqXy4W7u7uRm5tbjgkLsqDA5CwyMpLLFHnOyMgAj8eDp6dnCpfLRceOHS3Vk6N4eHikVqtWTWFiYkL5cAMqVJ2zhg0bKmxtbTPOnj2rd+rUKd2sJI1J1b1z587Uhg0byo2MjPIjC1AEyxkzobCyslKVLVtWdfjwYX0A6NOnT8bbt28FnTp1yvjrr79Unp6e+idPntSYIJZ0QpBz587pzJgxw+TAgQNJdnZ2Gf369cvo1auX1MzMTJVVtyYmJgVNTlQs5Ewul0NfXx9XrlxJlEgkHIakqRNDGxsbmb6+PmXNJPm7yBmju0+fPvG7dOmS0bZtW7lEIoGpqSn16tVL+v37dx6gmXiiAKniC0zOsl5bKBSic+fOMnd39zQdHR3s27dPf/78+WlZ42oLgQK5NarH9vbp08d83bp1hsyCxZ07dwTW1tbyrl27yoogT5HJGYMfP37wwsLCePb29qb3798XlitXTqlQKNC9e3eL+/fvC3J5D7JDsZIz9fb19fXVOX78uB6j29q1aysHDhwoWb16tWFqaiqHSRYFFJhUMiStdiHk/cVyxmD37t16jx49EowePVoyYsQI8Zo1aww9PT31li5daqynp6dRt62A0AWwBLnPr60BHANgAKAN/kySpkHO/P39dZYtW2Z0/PjxZD8/P53Lly8LHzx4kN1A5wTtkTQNciYWi7Ft2zb9Cxcu6MTFxWXV//8cSfvPxfH/DvJ0a9yyZYu+l5eXvoODg2TEiBESJuEGoDnhWbFihcGJEyf0T5w4kdS4ceP8rCLmm5wxA97Ro0d1vb299cqXL6+cNWuWqEaNGsqbN28KFy1aZNSwYUP5hAkTxIxL0cuXL/lt27a1XLVqVerUqVPFWa+VBQW2nKk/e3h4OM/R0dE0MDAwMTu/83fv3vHat29v6erqmp7PJAqFImdZn+/mzZvCBQsWGP348YN3+fLlRCbWKjw8nNe0adNSM2bMSGdqwOWBfJMzxj2PcfFQh1wuh4uLi8mFCxd0x40bJ2ZilhhERUVx//rrL1U+Jg8FLkJ98+ZN4ZYtWwxGjRol7t27dwYTS9anTx+zpKQkbvXq1RU+Pj56Dx8+ZFOh5xP5JmeMLM+ePePHxsZy27RpIzc2NqZ58+YZBQUFCUeMGCEeMmSI1MzMjBhrysuXL/nnz5/XdXd3z087AUVMpQ/827e/fPnCtbGxsXR1dRX5+/vrmpmZqS5evJgEZGb0Y9wt80CR3RqZf9euXWtw5MgR/Xnz5qX17ds3w9TUlNq1a2fx5MkTQZcuXTJ0dXVp5syZIn19fWrQoIGiAMmJiiUhCCMn8w5IJBJ07drVQk9Pj9zd3dOaNGki19XVxfDhw01jY2O5gYGBifmYzJV4zJlEIoGenh4UCgU+fPjAU+//y5cvN3z8+LHA19c3CQDS09M5WV1+c0GRLGeXLl3SefnyJd/Y2JiaNm0qb9u2rRwAUlJSOIyLrTYTggCZSUH69etnfurUqaRWrVrJL1y4oLNx40bDHz9+8A4fPpxkY2Mj12bMWXb3iouL4w4cONCsR48e0rCwMP7Ro0fZd2/ChAnG8fHxvBMnTiQJhcL8yFlilrM7d+4IzMzMaMmSJUbqSUvS0tI4ERERvIYNGxbVGnkGme1ZkMJz2bo1ApnvydmzZ3WfPn0q2Lp1axqQWf7hyZMnwpo1ayr69OmTn8ywOeETAHsAsTn8rk7O1HEfmaToT3B3/CXmzMfHR2f//v36YrGYU6ZMGVXp0qVVUqkUtra2shyKth9Cybo7apCz9PR0jr29vVnTpk1lfD4fpUqVUk2ePDk7F+X/GXfH/yxo/zeQaxHq+Ph4jlKpxIwZM8STJk0SXbx4UffIkSN6379/52Y9Pi4ujrtgwQLRqVOnipWcAZqrlrNmzTKZNGmS2NnZWVyjRg0lAHTs2FG2adOm1JcvXwp2796tHxUVxX337h2vXbt2lhMmTBAx5Ez9WllQYHLm6+urM2HCBBNvb2/dW7duCYkIYWFhgtevX2uYN8LDw3mzZ8826tWrl4Wzs7OIIWd5rD4XmJwlJCRwmOdTvzajGysrK+X+/fv1IyMjud+/f+e2a9fOcurUqcVOzoBMy49UKkXDhg1L9enTx8zDw0M/LS2NA2RaCPbu3ZvSt29f6atXr/je3t666u6zTF29PNzQCkzOTp8+rXvv3j2hSqWCl5eX/u3bt4UA0K9fP7P4+HhuUFBQgpeXV0r//v0lTZs2LfXq1SuNdixqEWp1WTw9PfWcnZ1Nvb299ZiVxLVr16a1b98+4/Dhw/onT57UjY+P5wgEArx69YrfunVrS/UCvXmgwOQsu77DJPQpXbq0qkOHDhnz5883rlq1quL06dNJzPMw5EwbRaiDgoIEADBv3jzRkCFDJIy7Z9euXc1lMhnn1q1bCUOGDJHweDxMmDDBxMbGxvL58+d8pv5ZHpbhQlvOmLIRvr6+OmlpaWwhXcZFVU9PD4GBgQk8Hg+LFy826tChg0W/fv3MXr16Jbh8+XIiE0OYC0qcnB09elR3/PjxJk5OTiYnT57UZVLCM31OR0eHGMvehw8feIMGDTLN+n7kgCKRs7179+o5ODiYff/+nXf06FH9uXPnGru5uRkBmdbRrK6+BUShE4LI5XLUqlVL0apVK7lCoYCdnV1GixYtZImJidxFixYZv3z5kq/NbI1cLhdMoXPGZbZ06dKqwYMHSxYtWmTs7++vp+5mW79+fYVAICBdXV2tk7OfP39ymDHm0aNH/C1bthhu3rzZICAgQHfhwoWGa9asMThz5oyukZER/QnkDPi3f508eVK3d+/e5oGBgToPHz7UOX36tG5ISIigQoUKqlmzZokYclbIIuSFJWfAn2NJ0yBnV69eFd69e1cwYMCADGdnZ3GFChWU3t7eyevXr0/t0aNHxufPn3MakJ1QcpY0DXKmUqmwdu1ag5EjR4pXrVqV3qxZM/nDhw+zDWPB/5IljYj+2/63Nx0iOkFEUcymVCrZ/584cSJx6NCh4rlz56bFx8dHE1HU9u3bk5s3by5buXJlyrdv32KYY1++fBlnYmKiOnHiRGJ218pm20FE3CzyVCCiRzmdc+nSpQQLCwvlrVu34tX3T5gwIX3+/Pmpcrk86sGDB/Ft27bNsLe3FwsEApo1a1Yac5xCochJlh9E5JiNfjoR0Zec5Fm6dGmqs7OzqG3bthnly5dXdO7cWWpgYKDasmVLskgkYo+Ljo6O2bdvX9Lx48cT8yFLFBG9I6JG2cgzJ6dzrl279nPo0KHioKAgVjdZ9X/jxo2f7dq1yxg6dKjY2NhYNX/+/NR8ynONiMyykUePiE7ndN6bN29idXV1ydzcXNm7d29J2bJllZ6enknBwcHxRBQlk8minJ2dRZ06dZIeOnQoSSaT5SaD+rYlm75TiYie5NSXPTw8krlcLn38+DGWiKIGDRok7tOnj6RZs2ayFi1ayJjj5HJ5FBFFDRw4ULxt27bkfMjyg4iGZqObrkT0Nbtzdu7cmWxqaqq6c+dOfFpaWjSz/8OHD7FEFLVkyZLUli1bZpw8eTLx3r178SYmJir1fpzHFkZE9bORZ2FufWfYsGF59h0Oh0OXLl1KyO73XLarRGSSjTxZNyERHc/pOikpKdGmpqaqrl27Spl9S5YsSa1WrZq8cuXKioSEhGj148PCwmKZfpaPbScR8fKQz5iIruR0jRUrVqQ0aNBAdvTo0UT1d1+9T0ml0qgzZ84kbNiwIWXv3r1sf8+j3y/Nh+7y2hr80y+yvQfTHw8fPpzYtWtXqa2trTSrPteuXZsyZcqU9KSkpGhzc3Pl7Nmz89MfvxJRl1zkMiGigOzOVSqVUfHx8dHNmjWTnTlzJoGIoiIjI2O8vLySatSoIZ84cWK6+rH5bGf1bVEOMs3ITpas+x4/fhynq6urUv8WeXh4JI8ePVpkb28vPnbsWGIB5blFRJZ5tGM7IorIrm8lJSVF29raSjt27Cjt2rWrVP1bs3r16hQOh0MrVqxICQ0NjSWiqGHDholHjBghyodc4UTUvAh9T5eITjLXu3jxYsK4cePSs/vejB07VuTj45OwYcOGFPWxqAjbNvr1O5HXNkn9GpcuXUqwt7cXM38nJydHf/z4MTY0NDS2Y8eO0uXLl6e4uLikF4O894jor1zksv6nLfK6zhnK/C4X1xyxINtIyvweRhFR1IULFxIcHR1FMpksSqFQ/PIe+fn5JfTr108iFotze4dXExGnGGXkUub8QeM+kZGRMep/Dxw4kG3zrOP5P9srIqpZAjqs/Y8ei3yt39EB/tuKb/uFnKlvHh4eyWXKlFGePHky8dq1az/Vf/P09Exq3ry5bPny5SkymSzqw4cPsQYGBio3N7f8TiILRM6Yl3fRokWpc+bMSVPf17dvX4mxsbGqRYsWstWrV6dkZGREBQUFxdeuXVu+YsWKFOYaxUnOsg4mGRkZUYmJidGPHz+OmzlzZlqVKlUUWSdq6ucUNzmTy+VRoaGhsdbW1hljxowRPXjw4JeJNjMJvH37dnzt2rXlK1euzI9uoqiQ5IzZVq5cmVKlShXFw4cP411dXdMbNmwoq1SpkmLBggWpYWFh7GTB1dU1Pa9r/bNtyabvVKJcyJmXl1eSvr6+6s6dO6xeUlJSoh0dHUXlypVTMKQjH7rIru8UiJw9e/YsrmrVqgpfX98E9f19+/aVNG7cWHb16tWfRBTl7u6e2qBBAxmHwyH1yXAe8hWYnBFlTjatra0zxo4dm2vfsbOzkwwcOFCsTirz2IqFnDHb69ev48qXL6/o06ePhNm3bt26lJYtW2bs3bs3KetHNp86KxQ5y25CMWnSpPQOHTpIjxw5ksjoSKlU5np/ZoKdw7Y0H7rLa8uVnF26dCnByspKwRCNEydOJOrp6amOHTuW+Pnz5xhmDNu1a1dS9erV5aVLl1bOnTuX7Y+5TKwKTc6YTSqVRnXo0EF66tSpRPV958+fT6hbt658zZo1Kbmdn8tWKHIWEBDwc/v27cknT55MjI+Pj16xYkWKnp6eavr06Wlz5sxJs7S0VL548SJu0qRJ6d26dZMWQJ5bVAhyxmzJycnR1apVkzs7O4u+fPkS06pVq4zx48drjKerV69OqVixoqJu3bryFi1ayGrVqiXPyMjIqw2LlZz5+PgkdOrUSUqUuSgUHBwc/+rVqzjm9+HDh4vPnj2bkIMsBd2KTM6IMhekraysFBs3bkxW7xNpaWnR7du3l0ZGRsYUYGExp61A5CwxMTE6jzHtd5A0DXIWGRkZY2Zmprpx48bPjRs3Jg8dOlQ8f/78VGaxJTQ0NLZZs2Yy9YWEXLbVVDwkTYOcpaWlRfv7+/8k+vcbIZVKo5KTk6O7d+8uSUtLi166dGnqyZMnc5KxuElabSJ688+1nYt6vaJWoP8Pvw+5xpydOXNGd9GiRcaXLl3SKGw8Z84coxo1aiicnZ0lHA4HBw4c0I+JieEdPHjQYPLkyelMZsDiLkLNuBc8f/5c8Pfff6uAzMWBN2/e8C0tLVUpKSkxx48f13V3dzcSCASYNWuW6MaNGwllypTJK+6kUNkaGZckDocDLpcLHo8HMzMzatasmaJZs2ZphoaGtGzZMiOFQsGxt7eXGhoakrobSXGn0g8MDNRxd3dPP3z4cLKLi4vJnj179AGIW7VqJWdcX4RCId6/f88zNzenkJCQn+quacWdrRH4133KxsZGdv78eb3o6Giuh4dHalRUFHfAgAFm69evNwoICNC1sLBQHTt2LNnCwiI/PiEFdmvctWuX/uTJk01atGghK126tIqJ6TI2NqY9e/akjB492tTT01NfLpejb9++GVmTbxRnKn0A+PLlC8/KykrRtWvXDObajo6OJt+/f+fVrFlTsX37doOMjAzO0qVL0xUKBZydncVTpkzJqyA2kE+3xqzxXEqlEs2aNVPs3bs3Zdq0acZ79+7Ntu98+fKFKxaLOWPHjpXkM/aoWItQK5VK1KtXTxEUFPSzTZs2liNHjjQ5cuRIypw5c0QikYhz5MgR/bS0NM7w4cOlzBjBoLjdGpnYMoVCAalUyhEKhSQUCrFz587UiRMnGh88eFCfiDBgwIAMdV05ODiYNmnSRD579mwR84zaLkKdFXK5HJs3b05p3769/NmzZ3wnJyezIUOGiGNiYrgLFy405vP5xCQ5+vjxI3/9+vWps2bNyqtmY6ESgjBt/vPnT46lpSUxiSFOnjypN3jwYCkA6OjooFOnTrIPHz6IQ0JCBAWoM8Wg0AlBli9fbtSrVy/ptWvXdEaNGiVetmxZupmZGV29elXnr7/+Uh06dCi5YcOGitq1ayv09fXzK1OREoLI5XKMGTPGpH379jJPT88UAJDJZJzbt2/r+Pr66shkMtjZ2WXMnz9f1Llz54y0tDRuUlISp1+/fhl51JUsVrfGxMRETkpKCldXV5f69+9vxuVyydLSUqVSqTj29vaSbt26yVq3bi0rX758oXwDs6DYYs5atmwpa9eunezq1au68fHxvLVr16bJ5XIYGhpSs2bN5ElJSdxy5coVReYCuTWePHlS98iRI3qzZs0S2djYyHIYPxh3R23FpGm4NapUKpQrV061f//+pFGjRpm2bdtWtmDBgvQPHz7wAgMDdcqXL68KCQkRuLq6inKIP8sKp3/+LUpMmoZbY1paGmfgwIFmCxcuTAP+/Ubo6OhAR0eH/vrrL9XYsWNNdHR0KJe4b8bdsThi0mr/cy3zf/5e/s+/+wt9RS0z9P+24tlytJwxq70TJ05Mz7o62atXLwmfz6e2bdtmMO4b+/btSypdurRy6dKl+XWVy5flLLsVPYVCETVs2DBx7969JTkd6+zsLGKsZsz+XFYHC2w5CwkJiXv06FFcDtfTePYFCxakmpubK9++fRubiz7UtwJbzogo6siRI4n16tWTz5s3Ly01NTU6LCwstn379tKRI0dqWENevHgRZ2BgoNqwYQPbrnm4BhXJcqa+devWTdq8eXMZEUVt2rQpuUqVKgofH5+E06dPJzo4OIgZK0IefWdLNn2nEmWxnKlvmzdvTra0tFSeP38+YcCAAeJ+/fpJbt68qWENTk1NjR42bJi4S5cu0lOnTiXm012qwJYzZvPw8Ehu0qSJTP159+3bl6Suq+7du0uz6qK4LWdRUVG/WJuePXsWZ2trKx01apRG33n27FmcpaWlcuvWrcn57DvFYjl79uxZ3OvXr+OyPr+tra2Uw+GQuiVt4cKFqXXr1pU/e/Ysx/czy1YoyxmzWp6SkhI9bty49IkTJ6bfv38/Xn0VfcKECent27eXenl5JTFy9+zZU1KpUiUFY7XIY1uaD93lteVqOVPfRCJRlEKhiFq0aFHqnj17kpjnPHHiRGKjRo1kd+/ejU9JSYlWd1/PpT8W2HKm3peOHz+eaGNjk/H58+cYIor6+PFjrKmpqWrq1KkaFqE7d+7ElytXTvHp06f8jq9RVADLmfp29OjRRAsLC+Xt27fjiSjKyclJZG1tnZGdJfn9+/expUuXVu7cuTM5H/LcoiJYzpjt0qVLCcnJydFEFDVgwABxtWrV5FevXv25adOm5O7du0tnzpyZlt37mov1tlgtZ5cvX/7Zvn17aUREROy2bduSBwwYICbKtAQdPHgwiRlXUlJS8muZz20rsuXs3r178YxlJSUlJXrz5s3JGRkZUSNHjhS1b99eOnPmzDQiioqIiChI38tuK5DlLDY2NqZt27YZy5YtS12xYkXKzZs3fzLjTg7vozYsaRqWM/Xtx48fMffv349n+plMJotydXVNf/PmjYbeCuCivJoKZ0nTsJzJ5fKoBg0ayNasWZPy+fPnmAkTJqSvX78+5dy5c6z1lnEVZv7O4/tbVEuauuUs61ZoS9p/SUL+95Cr5YzL5YKI8PjxYyGT+lmlUuHq1atCfX19ksvl0ba2thlr1641Onv2rM64ceMkt2/f/smsMBTVcsak8M/OYsHj8eDq6iq6evWq7po1a9ggWebYiIgI3oMHD4R169ZVqO8vjoQgKpUKP3/+5Li6upru2rXLIGtNI3UZmaD6VatWpfv6+iaqF3bNBYVOpe/o6ChduHBh2o0bN3RWrlxpWK5cOdXu3btTvn37xtu1a5f+p0+feG/fvuXZ2NhYuri4iJjVbyDXwPo8LWdSqRQfPnzghYeH59jgjC7WrFmTKhKJOB06dDDfsmWL4f79+5P79++fMWjQIOmJEyeSGWtELn2nQKn0lUolvn//zl26dKnxyZMnk+zs7DK2bduWKpFIONu3bze4desW275GRka0Z8+eFKFQSHw+n/IRMF8oyxmDcuXKKV+/fi148eIFn3necePGSZigchcXF5GFhYWKSajCoDjrnF26dEmnXLlyf82YMcPIy8uLDSpv3LixYsOGDalfvnzh7d69m+077du3t3R0dBQzhXfzyE5XJMsZg/j4eM7o0aNN9+zZo//69WtWV7169TJTKpWcsLCwuGfPngkGDBhgBgArV65M9/T0TM5ncqJCZ2sUCARITk7mWFtbW3I4HHTp0iWjXr16CoFAAKbN9uzZk1qzZk3FsWPH9C5evKjTo0cP83fv3gnev38fJxQKfymxkQUllhCEQWJiIicuLo7LJCbR19cHj8fD3LlzRRMmTJAwz9m1a9eMtLQ07s+fP7nGxsbk4OCQV527IlnOduzYoT9ixAizFy9eCOLj47kAULVqVaWXl1fS2bNn9SZMmMDWULKyslKZm5ur8kiuoo5CJQRJT0/n3L17V3jw4MFkW1tbeUhIiMDb21vf1NSUNm3aZDB27FgTX19fHQC4fv26sF+/fuajRo0ST5o0Ka8i1YWynGX3vH369MkwNDSkmJgYbosWLeTh4eHxXbt2lU2ePFlsbW0tCwoK0klOTv4l2UIO1pditZxdvnxZuHbtWqPatWsr0tLSOFOnThUzddnMzMxIKBTSixcvBCqVCgYGBkXN2Fdky5mvr6/O9u3bDTp37iwDAGNjY0pISODeu3dPWK9ePUVYWJggPT2dAwCVK1cuSJbfrCiQ5SwpKYlTunRp1e3btxOWLFmSrqenRzdv3hTeuXMnp2QWQMknDvnFcsZg165d+levXtVp3bq1nOlnMTEx3GfPnrHvNoMCJNNxQsETh/xS54zP52P58uVpFy5c0G3fvr2lra2tzMjISHX16lWdK1euCAFg48aNqVevXk0EkNfcBCha4pCsljMAGrpcjswxtcD4j6D9byHPVPoAIJPJYGhoqJLJMsu4cLlcdOvWTebt7Z0MZE6Eypcvr/j58ycXyKxXAhSdnF25ckXYv39/85zIj0qlQrNmzeTu7u6pGzduNJw7d65Reno65/v379y7d+8KrK2tLQcOHCjp379/XiluC+zWyOVyYWlpSRs3bkyJiIjg79mzR//Zs2esnCqVip10qU++WrduLQfyzHCXJzn78OEDL7sPrFoxYen06dPTb926pUHSoqOjeVOnTjVu2LBh6fHjx4s2btyYnyK9eZKz9PR0Tvfu3c03b95swBQmzyqTuutMgwYNFH///bcyODhY59q1awkdOnSQZZWhOItQ83g8WFlZqb59+xbbqVMnmVQqRfny5VWHDx9OzomknT9/PmnAgAH56Tu5krOc2oqBnZ1dRvfu3aUDBw40j4iIYF8YLpeL8PBwnpubm0mrVq1kpqam+ZmsFCqV/rdv33gAEBoaKtiyZYtBq1atLLy9vXWjo6O5zZs3V2zbti01KiqKN2XKFLbvqBcwLylyxlz34cOHAlNTU3J3d097/vy54NixY3qRkZHcfv36mf0zWUqoWbOm8vLly4l37twRdurUyRwArK2t2Tp+uaBI2RrFYjHatWtn2bJlS9nevXtT+/fvn2FsbEz+/v46GzduNGAKne/Zsye1evXqijFjxph9+fKFFxYWFicUCiGXy7Xu1qiu27179+oNHDjQrEWLFpaTJk0yvnfvHrugwLjlEWV2vdjYWK5QKCSmRIG6HrJBobI1MnLt3r1bb/HixcZv3ryJGzx4sGTatGkmzFjau3fvjMOHDyf5+PjotWjRwtLe3t7U2traskePHhlMtsk8UOhsjYaGhrRu3bq0rl27ZiQmJnIWL15stGTJktSAgIDEzp07Z+jq6tKBAwf0U1NTORUrVlRu2bIlZf369XmNs4XO1sjj8SCVSvHo0SN+cHCwgKmZyOPx8Pfff6vmzp0rAjJduIRCIVq3bi0jovxmFSxWcvb27Vverl27DO7cuZPQsGFD+aRJk0zEYjEYt9+3b9/yPDw8DLp165bBhAoUAcXi1vj48WPB6dOnk5cuXWr0T51Ok06dOsnOnTun+/DhQ+GjR4/ihw8fXlS3wQKRs0uXLuksWbLESD0L7eTJk8Wmpqaq58+fCw4dOqTn5uZmFB8fn913p6RI2i+p9NXLEBgbG6tevHjBji3/ZH41Gz16tLh9+/ZFqVvYGVnITC7IsQh1+/btZWvWrEk7duxYkoODg9TZ2VlStWpVZXp6OhfIXKwEMt/hfNYcLQxJY8mZWCzGqlWrDE6dOqUbERHBy/KNLRRJ+4+g/e8gX+QMyFxNHThwoHTdunVGgYGBQiBz4GLiAb58+cKNiYnhValSRePrUxRy5ufnp7Nt2zbDtm3byiIjI3nMPRkw/xcKhZg8ebLY3d09zcPDw6B58+aWHTt2tJg1a5aJq6uraPny5awlLwcUKuaMkcHW1la+cuXK1NDQUMHevXtZksbEkrx+/ZrfuXNni69fv2q8G0WJOTt//rzO1q1bDdRjWZjnU0/PPWzYMOm0adM0SJqHh0fKz58/ee7u7qn5jA/Mk5zJ5XL07NnTfNq0aSIPD49UExMTVVxcHPfLly+s9ZMhZwqFAs2bN7cMCwvjz549O52IEBsby81DJ+rIk5zlZsEzMjIilUoFXV1dyOVy/P3336pDhw4lSyQSzs6dO/Vv3rzJtjdDJouSSj+3tlK/9uLFi9OqVaumaNasWanjx4/rnjhxQtfb21u3devWlkOHDhW7urrmtfoOFKEI9eTJk8UdO3bMMDMzU505cybJwMCAPDw8DFq2bGnp5eWlV7ZsWeXBgweTExMTuQXoO8VCzrZu3ao/dOhQsx8/fnDt7Owy5syZk/4PCbP4/PkzLzg4OAEAMjIy0KBBA8Xt27cTBg4cKAXytJoDxVCE+tq1azoVKlRQqBefP3XqlG6fPn3Mjx07pn/y5Ek9hqTt3r07dfXq1amvXr2KZ8jZ7yhCzejjwIEDevPmzTOZPXt2OrPYdPbsWb2sxyUnJ3MeP37M79ixo6W9vb2kTZs2eU2oipRK38PDQ9/V1dX04sWLCXXq1FHa2dlJiQiPHj0SMHJ17txZFh4eHjd48GBJ27ZtZVu2bElZt25dGpAnIc83OcvumwNkWnp0dXVhbm5O27ZtS1mwYIEIANq0aSNv1KiR/NmzZwKpVMqpXr26snv37jIg13elUORMoVCw1tvmzZuXWrBggXH37t0tFixYYPThwwf2RozcTIzxgQMH9MuXL680NzfPa8Gn2OuclS5dWuXj45MEABMmTJC0aNFCdvHiRV0g00J+6tQpvTFjxoiHDh2anzik3FBsqfRjYmK4AwYMMEtOTuasXbs2tXTp0qqpU6eaVK9eXXHw4MHkChUqqJg6fIVEgcjZ+fPndTw9PfV37NiR+uDBA8GbN2/4nz594uno6MDNzU0cFxfHXbRokVHz5s3lpUqVyqmNi5ukaZAzZjEf+LcMwdWrV3VCQkIEp0+f1n327Bn//fv3/D179qSMGzdOAhS6DEEkgIEAEvJxbI7k7MmTJ/xdu3bpd+jQQcYsovP5fLx584YfFhamwcYKuGhgicx+mB+w5Cw9PZ1jZ2dnLpfLOZ8+feKdP39eB/hFRwUnaSXs2/rfVjybRsxZSEhI3K1bt+KZ2I7stqSkpOjRo0eLSpUqpWT8ckUiUVRwcHB81pizPLY8Y86+fPkSM2jQIDH94/tdu3ZtOZPdj9kYH+WLFy8mPH36NI4oM4bGz88v4datW/HqcV5FydaYl24YOe7duxffpk2bjPHjx6czqbzfvHkTq6enp8pn+ukoykfMWXR0dMyoUaNERBR16tSpxBMnTiS+ePGCjclRKpW/+G8fO3YssWXLlhkzZ85MS0xMjE5NTWX9+osjW6NMJotifMiVSmVUxYoVFU5OTqIOHTpIz58/r5ENsXLlygomXW1aWlp048aNZevXr89v5rUt2fSdSqQWc/b169cYDodDp0+fzjETVHb+7dHR0TEdO3aUdunSRfr9+/dsM/9l03dyjTnLT1up6z8hISHaxcUlvXbt2vKKFSsqBgwYIN60aVNyPtuqUNka1WVZsWJFSps2bTKY/nHr1q14DodDFSpUUFSrVk0+d+7ctKSkpPz2nULHnKm3z969e5NMTExUTPwbc8+AgICfTZo0kc2cOTNNPVNjVpnyiGUocip9osx08/Xr15dJpdIohUIRlZiYGN2tWzfp/fv3469evfqzcePGMjc3Nw3dEf3+VPqhoaGxjRs3lvn5+bHvqJ+fX0KFChUUsbGxMYzu5HJ51JkzZxKqVq2qWLJkCTvOl2S2xoCAgJ93795lYx6TkpKi69evLxszZgybBj4n/eXRLwuVrdHb2ztx6tSp6YMHDxZfuHAhIbtYM7FYHEVEUTdv3vzZtm3bjHyOI7eoCDFnaWlp0Q0aNJA5OzuLiCjK39//Z61ateQHDx5MytrXgoKC4u3t7cW1a9fWerbGrBsTg7Rnz54k9XIhiYmJrF4LWSohioopWyNz/1evXsXZ29uLp0+fzsrp5uaWxnzzCpjlN+tW4FT6CxYsSO3fv79k2LBhYjs7O4mzs7PI2dlZxKT179+/v8TLyyspn/cvjpg0jZizixcvJqjHJqempka/f/9eowzBpEmT0rPLDlzA7RERWeVTxl9S6TP3lEqlUa9evYrr1asXG78sEomiXFxc0vv27SsphFyF0a9GzNmqVatSjh49mkiUmd00DznyHZP2nwXtz4eG5czf319nxowZJrdv39bx8/PTycjQ9OhiGLupqSktXbo0zc7OTmJvb2/evHlzyw4dOliOHTvWdPz48SIm5iyPVZB8ZWs0MzOjEydOJANA27Zt5U5OTuKbN2/qAP+6C3K5XBw9elR36NChZklJSVwAKFOmjKpXr14Z7du3lzNulrkUos3TcpaXboB/XX/atm0rX7FiRVpoaKjg9OnTuidPntRt1apVKVdXVxHj3lIcRagTExM5CoWCM3fuXKNLly7pRkZG8kaNGmUaEhIi4PF4mS8hl4sTJ07ojhkzxgQAhg8fLnV1dRVdvnxZ982bN3xmJTWPIr35ztYoEAhQt25dpUqlwt27dwVTp05N9/LySpk6daooISGBHRPOnz+v06NHD+nZs2eTgUxXoVmzZqXPmDFDhLyRL7dGoVCIpk2byrdu3Wpw/PhxjQxnCoWCtcycOHFC19nZ2QQAa0k7evRo8oQJE0T5yBqWr5iz/LQVj8fDsWPHdMePH29sbm5Ou3fvTr1+/XrC06dP4w8dOpQyc+bMYsvWmBN4PB64XC5GjBghefnypeDgwYN6ADBv3jzj4cOHi0+cOJE0a9asdEtLSxXjZplH3ykWy5mXl5eei4uL6cyZM9NbtWolB/5937p16yZbunRp2v3794WbNm0yePPmDZ95FnWUpOWMAVOwWUdHh83e6u3tndS6dWt5165dZQMGDJBERkby9PT0NFazf4flTB3ly5dXde7cOaNKlSoKpVIJhUKBSpUqKYyMjMjIyEilXlzb3t4+48SJE4lMAftc3FoLFXPGQCwWIz09ndOtWzdZu3bt5AqFAnK5HKamprR27drUO3fu6DAumDnpL5d+Wahsjbt379abOHGiadWqVRUpKSncbdu2GTx9+pSfVXY9PT18/vyZ5+DgYNajRw9pPsaRImVrBDItoGXLllUx2Rp79uwp69atm9Tf318H+DfmVy6X4/r16zopKSncFy9esNbbHNqwWC1nUumvxjDGRWzkyJGSmzdv6uzatUsfyPz2M8cUstB4sbg1qt+/YsWKyr59+0rj4uJ4GzduNPj69Ss3MDBQRy6Xs66khUSBLGeMXMuWLUtv0aKFLD09nXP+/PmkVatWpTVq1Ej++vVrPgBs3749xcnJKb9WqaJa0jQsZ+fOndPx8fHRnTZtmvjTp0+8xMREDp/Ppxo1aigrVKigUqlUGDNmjGTLli2pzJgOFKqtGcvZ93wcq2E5k0ql+Pz5My8yMpIbGRnJtbe3Nzt9+rRudHQ079WrV/wfP35wX79+LejatWvGxYsXkwDkFSOcE+4jf1kzWcsZY3mcOHGimInv7dy5s0woFLLvRTbhEvm2pHGYD+h/+COhQc7ev3/Pc3V1NQkMDExMTU3lLF682GjkyJFiDoeDZs2aKVQqFTuJvH37tqBx48YKExMTCgoKEoSFhfFNTU2pQoUKSibOo6gxZxKJBHp6/44TzPV8fHx0fHx89I4dO5bM/Ma4Du7duzfZzs4uQ31ilw/kSc4KopsbN24IGzVqJLewsKCgoCCBm5ubyePHjwVz5sxJX7t2bX5cwQqUEMTd3d0wKChIeOnSpUR9fX2cOHFC9+LFi7pHjx5NFgqFOHr0qK6Li4upt7d3Ut++fVlW+e7dO16tWrXyE5+RJzmTyWSQyWScrOnVMzIyoKOjAwAYM2aMSdmyZZUrV65MBzInX/r6+r8cB/ybpjwH5EnOsk7sxWIx5+zZs7pTpkwRmZubq9R93LPTT9b7F1cq/cK2lTry6Nt5krOvX79yjY2NicfjwdjYmLLri8zzr1y50uDs2bN6EomEU6NGDcWFCxeSCjgBKTQ5U8euXbv058+fb9ykSROZoaEhjRo1Sty7d+8MXV1djXfJz89PZ+nSpUbNmzeXrV69Oi0fbltAEchZdrr7/v07t2bNmqUnTZqkEdPJHDdmzBgTIyMj2rZtW2o+ZCvxmLNv375x9fX1ydLSkrKOuVFRUdzOnTtbXL16NcHKykoVHR3NDQ8P59nY2Mizu1YWFCkhiJeXl56fn59OeHg4f9iwYZIBAwZIa9SowbbRp0+feCNGjDB1cHCQTJ06VZzHmJoVhYo5u3XrltDZ2dn00KFDSUx5mc6dO5tbWVkpvby82D6emprK2b17t/7WrVsNx4wZI1q1ahW7YJmDrgpFzrJe79u3b1w/Pz/d8ePHi1UqFYRCIVavXm0QHBwsvHTpksb4rU48tJVK/9KlSzrv37/nz549m12Ey0qA/Pz8dIyNjVXqfayQKDI5u3LlilAgEKBz584ydV2npqZyIiIieFu2bDHgcrlo06aNzNnZuShxZwUiZ+rw8/PTsbGxkXE4HNZt1dPTU+/58+eCXbt2pRbwvWCQXzKhDg1ylpGRgZ49e5o3bdpUzuVy8ebNG37ZsmWV5ubmNH/+/HQTExOaPXu20ahRoyT16tUrFOP5B4UmZ+np6Zx+/fqZ1axZU8Hj8dCjRw+pmZkZSSQSzqxZs4xbtWoli4yM5PXs2VM6YcIECZDn3CQnFJicicVi9OzZ03zixIniIUOGSIHMhRUiQv/+/c2OHDmSvGXLFoMaNWooRo4cmZ0L8BLkkYL/Pwvan4tfYs4qVKigvHTpUiKXy8Xdu3eFJ0+e1Lt06ZLu9OnTTR4/fsxngnSPHTum26NHD4vQ0FA+kGktGjdunGTQoEFS9SD8opAzHx8fnfnz5xsxK+EA2Bi3AQMGZKSmpnLmzJljxPxmYmKiunv37k87O7uMPJIUZEW+Ys4Kops+ffqYv3//ntXN1q1bU44fP55UXOQsKiqKm5qayq6adOzYMYPD4WDp0qVGANC6dWuZrq4ucblcxMXFcc+dO6d3/PjxpL59+2YolUo25omZ7OSxqpYnOUtLS+NMmDDB5MePH6zSmXswpGvSpEnGcrkcDDkDwJIz9eMYFDUhCNP+SqUSqampnDJlyigvXLiQtGjRImMXFxdT5rj4+HhOVv1kd//CkrOitlV2KAo5u3LlitDZ2dl006ZNBvPmzTP6+vUrl8fj/RIHx+fzIRaL0a9fv4yPHz/yq1WrpvD19f0t5OzAgQN6kydPNrl79+7PW7duJRobG9OuXbsMrly5opORkQF1+Xv37p2xYMGCNBsbG1lJkDOxWIw7d+4ImNjErLpTKpWwsrJSrV+/PvXYsWP606ZNMwYyYzBkMhkGDRpk+uzZM8HGjRtTgTzfvRInZwcOHNAbN26c6b1794RisViDnAGZfU0kEnH++usv1du3b3mNGjUqxSSQUT8mGxQpIci+ffv0ZsyYYeLg4CDp37+/1NfXVzcwMFAH+HdsqVq1qrJPnz7SZcuWGX3//p1b0uQMyJyYt23bNqN169ZyiSRzrtW7d29pcnIyV102Y2Njat26tWzjxo0pDDnL5btU6IQgTB3CxMRETlRUFLdChQqq8ePHi/l8Pvu9NDExIfV+tmPHDv0XL17wuVwuW+9QG+Ts3LlzOufOndOdPXu26P3797y4uDiuWCwGI0dkZCQ3NDSU17t374w/gZxduHBB59SpU3q2trYymUym8Z4bGxtTo0aNFIcPH07ZvHlzKkPOChk3VSjLGQCEhYXxDhw4oG9sbEwMOQsLC+N5eXnp29rayoBCW/TaIHP8yS80yNmbN2/4KpUKR44cSX79+rXg7du3fD8/v6TJkyeLuVwuMZklXV1dRb+LnMnlcvTv399s6tSpovXr16eVK1dOyeFw0KpVK3nHjh1ltWrVUgwZMkRy/PjxZIacAbnOTXJCgclZeno6Z+DAgeZlypRRqXsdAZleQaVKlVKNGTPG9Pv377wcyBmQD0tavmbJHA7HhsPhXOJwOD84HA5xOBynfJxTn8Ph3OFwOJJ/zlvCYUakf4+x5XA4TzkcjpTD4URwOByX/Mjz/wE0yBnj9qCnpwd9fX1kZGSAy+Xi5s2bCStWrEi3t7eXqFQqDgAEBwcLxo0bZ3by5Mmk1q1bywsxicyTnIWFhfHc3NxMBAIBbt68KQwNDeUx12TcCt3d3dP69evHdswKFSqoatasqQQKNCDlSc4KoxvGnUmpVEKlUqFVq1byfKSfBvJBzry9vXW7detmERAQoJOQkMABMjNBLliwIF2lUqFfv35mo0ePNrW2tpbz+XxYWlqqDh48mMwQVx6Px94/HwkT8iRnCoUCw4YNM50yZYrIyMiIwsPDeT9+/NCYLCUkJHAaNmwoP3r0aApQaPcAIB/k7MqVK8Jx48aZrF692uDt27c8Ho+HIUOGSJ8+fSrYtm2bwd9//63U09Oj+Ph4jkqlgoWFBWXVTz6RJzkrjrYqAPIkZz9+/OCuX7/e0NfXN9HNzU0kFApp+vTpJkx7qVQqdvJ+7NgxXVtbW8v69esrHBwcJBEREXyxOD95SVgUCzkDgHbt2skePHjws2HDhgoAOHr0aHK5cuWUO3bsMLh8+TJL0ph+NXDgwIx8FjctEDmTSqXo0KGDJeOCNXXqVGNAk6SpZU2VrF27NvXIkSP6TZo0sWzevHmpvn37mn/+/Jn/6NGjn0yCnFzevRJPCLJr1y792bNnmzg6OopbtmwpV18wATLf04yMDFSvXl3x/PlzQffu3S2cnJzEI0aMyEu3RUoI8vjxY/7WrVsNz507l2hvb5+xbNmy9O7du0sPHjyor1QqweFwWD07OjpKqlSpovz48WN+Z02FJmcA0K9fv4x58+al83g8lsyamJhQbGwsl3lnU1JSOGlpaZx27drJhw8fnte4X2hyxiQE6datm7mdnZ15hw4dLHx9fXX4fP4vpItxv+vbt6+Zp6envvqkWBtujTKZDAcPHtRnrCZubm7GCxcuNFqyZIlRYmIiB8i0iGZNr15IFJmcxcTEcMePH286cOBA6datWw1GjBhhunDhQiPGTT46Opp748YNIVBkN8wCW87UFzEkEglHJpMhJSWFA2QuIJw6dUpv1KhRrNWlkJAg/wRNg5z5+/vrLF261JDH46FcuXKqY8eOJTHW2wYNGiiEQiG+f//OA4BKlSoVpYB3ockZkPlOLl++PK1fv34ZhoaGZGFhobp8+TL7jjVv3lz2/ft3HuMVVEjyXWByplAoMHbsWJPJkyeLdu3aleLh4WEQEBAgBP514xaJRByJRMJhylHkkvQuV5KW30HTEMAbZPq+HsnrYA6HY4zMwf8ugObITFt5CJmDyqZ/jqkM4DKAgwBGIDNGZheHw4knonP5lOv/IjTImZ+fn86HDx94gwcPZn3kdXR00K1btwyBQICwsDDeyZMn9erUqaMAAF1dXXr48GF8o0aNFIWYROYr5qx27drKsLCwuMTERO6OHTsMAgICdJRKpaxBgwYKxtLSoEEDRSFWMtSRJzkrCd0UhZxJpVIEBAToTJw4UfTmzRs+h8NBhw4dMiwtLcnW1lbWoUMHWVBQkMDIyIgaNmyoYCbbjCWhgG2Vr5iz9PR0TpUqVZTp6emcAQMGmLVt21Z2+/ZtnWPHjiXVqlVL6e3trTto0KCiugcA+SBnvr6+Op6envrTpk0TvXz5kv/y5UtBnTp1lDo6OqRQKDgRERG8mzdvJjJ6KYJ+8iRnWm6rfMWclSpVStWoUSP5kydPBG3btpV36NBBdvz4cd7Ro0f13NzcREzs2cmTJ3VHjx5tdurUqUQA6Nevn/Tu3bvC8PBwPkOS8kCRyRmjD4VCwVh6lcyCh0AgwNGjR1McHR1NduzYYcDhcNCjR4+MrFbYPFBgt0ZfX1/dTp06SZm4q169epm5uroa79y5M5Wpb8gQr27dulnMmDEj/c2bN3E+Pj66CoUC/2Twy+Dz+b8tWyODkJAQwZo1awwvXryYwLjqAZnvs0wmg7m5OfH5fPzjmiRo27at5ezZs9NWr16dVz3LIpEzINM60aZNG1nt2rUVMpkMQqEQLVq0kPv5+ekxCwnMJNXKykq1ffv2FPX4lVxQoGyNzD1CQ0N5GRkZnCpVqihNTU2JiWdmxjI+n08cDgc8Hg/v3r3jjR492nTTpk2pTPY3IMf3uUjZGlNSUjhNmzYt1blzZ2nfvn0z/P39dUaMGGEWEhISr+66bmBgQEZGRionJyeTjx8/8l+8eBHP5/Nza8Niz9YoFArh5eWV4uLiYqJQKODn55f09u1b3smTJ/Xu3Lkj7N+/f4atrW1RrWZAMWVr/Cebb9KkSZNMW7ZsKVuxYkXa+/fv+ZcvX9apX7++4p9whqLG7xSInKl/OyMiIngfP37kP3/+XHDnzh0dV1dXEyJC06ZNZSNHjpQwGbQLGOrBQIJMUnE/H8dqkLO7d+8KXFxcTL5//x53+PBhvdTUVE6pUqVUAwYMkAqFQnz69Il369YtnenTp6fnftk8UWhylpGRAbFYzDEzM6OGDRuyHl9//fWXSkdHhwDg0KFDeuXLl1cNGjSIJbmF0GOByRmQ2c4bNmxIrVChggoAFi1alHbt2jWdNm3ayHV1dUkgEGD58uVpWcehXLD8n39/cXfM10yMiC4jk0yBw+EcyscpwwHoAxhFRBIAbzgcTm0AMzkczmbKDHxzARBFRFP+OSeMw+FYA5iFTKLw/yM0yFlISIhg1KhRpqNGjRLfuHFDp3PnzhnlypVTAZlM/cuXL9yxY8eaurq6irp27SoDgEaNGimAPF0Ys0O+yBnT2YRCIcqWLasaM2aM+ODBg/qPHj0SfPv2jffu3Tv+lClTRAWcjGVFnuRMy7rJk5wxqeCZFZPTp0/rPnr0SKBUKjF06FBpRkYG9PT0UMT0vgzynRDE1NSU+Hw+rVq1ymjr1q2pLVu2lO/evVsxbtw4Ux8fn0Qej6cxeJQUOZPL5fj48SPPy8sr2cLCgqKjo7ne3t56Dg4OUjMzM3J2dhb//fffKiCzjwmFudXuzBV5kjMtt1We5EydkFaqVEnp6+ure/36dZ3Hjx8LWrduLeNwOCxZSE9P57x8+VJw/vz5xN69e2cAQKdOnTI2btyYWpLk7MqVK8KHDx8K//77b9ZFC9DsL+pyAsDRo0dTnJycTDZt2mSYkZHBsbe3l+bzvSsQOWP017RpU/nBgwf179y5I7C1tZX7+/sn9e3b12zLli36M2bMEAsEAqhUKtSoUaN0kyZNZIylacqUKRqmR2aCnQO0khAkKSmJ06BBA3m7du3kUqkUcrmcM378eJOvX7/yUlNTubNmzUp3cnKSmJmZkaGhIbm4uKQxiZ9Kqgh1fHw8x8jIiGrWrKlcvXp1qnpKcKYwe0pKCsfExIR+/vzJiY+P59auXVvJkLM8JqOFImcHDhzQ8/T01K9atapy8uTJInUiyMTXq1QqTtWqVRXJyckcW1tby5EjR4rVyVkOKHRCEMb9uE2bNpZ16tSR7927NxUASpcurXz8+LGQsZapy+nj46PXsmVLmXpCEG24NQL/9pfSpUurDhw4kMy44tWpU0cpFArp8+fPRSpupoZiIWcMevbsKfP29k5q3ry5nM/no3r16spr167pSKVStGjRoihueUABydmVK1eEX7584fXv3z/j77//VlWpUkXJJBsrX768sk6dOgqhUIi//vpLqV7eSJvkDMhMzNa+ffuMGjVqlGrdurWsZs2aiu/fvws+fPjAHzVqlHju3LlGDg4O4nzUos0NRYo56927t9m2bdtSzczMFIzXAJfLRcOGDeWPHz8WuLq6GkulUs6BAwdSgEKT3EKRMwDQ1dXVKMher149RWBgoI5UKoWRUWZUj3pt4XzOqbIlaSUVg9YKwL1/yBmDq8icrFVSOyYwy3lXATTjcDg5fh3/D+OXmLOmTZvKP378GOfg4CB5+fIlPyAgQOfbt28abbZu3bpUR0dHKaBp4i1gh82TnGWN/WGuX716deXcuXPTg4ODhZMnTzaxsrJSljQ5A7Sqm3wlBGGuydxn8ODB0ubNm8s/fPjA37Rpk/64ceNMP336lJ/YkLyQb3LGYMiQIRKVSoUTJ07oAcDEiRMltWrVUujq6mLw4MG/6KeAyFfMmUAgwKhRoyQWFhYEZLoiWVpaqoBMd5V/VpGJCZwHCqWffCUE0WJb5UnObt68KTx37pxucnIyR1dXF6NGjZL07t1bWrp0adXMmTNFEydOFL9+/VrAxA8aGhrSkiVL0nr37p2hVCohl8uhp6eHPn36ZKg/Uw4oFDm7cOGCzs6dOw1q1qypSEhI4KgXNWfcFpmP5M2bN4VM4V0AOHToUEqpUqVUjAUjHygQOUtPT+eMGjXKZMOGDQYvX77kOzo6iu/cuaMTHBwsADJXN9VPDAoKEgwfPlzMZCZlXKTVoe0i1Oo4fvy47owZM4xMTU3pypUrup6ennp79+7V79Spk8Xr168FQ4YMkXTq1Clj5syZJg8ePBAYGhrSw4cP40uanB05ckR3xowZJkFBQUKFQoGs9Zr+cW/nmJiY0Nu3b3nW1talwsPD+VmPyQGFyta4c+dO/Tlz5hivWbMmbcOGDWyWOaZ4PENwTE1NVdeuXdOtWrVqaScnJzFTEzCXd6VQ5EzdjSk0NJQvlUo59erVUzBx2u/eveM/f/5cMHbsWFNnZ2eT48eP60ZHR3M7deqU0bNnT+mdO3cStE3O1Bcrr1+/Lnz16hWfiUSJiIjgXbt2TbdixYr5SVSVF4qFnGVtM4acAZku4s+ePROkpaUVdV5bIHL24MEDwZAhQ8zDw8P5N2/eFMbExPwSk/T69WtBr169Mpo1a1YU4lgkcgZkztfc3d3TBwwYID106FDK/PnzRfb29hKxWMz5+++/VZs2bUp1cXEpjjpnhcrW2KBBg1Lbtm1LLVWqlOrMmTO6d+7cETCu+6mpqdw1a9YYJSUlcX8XOQOAFy9e8Ldv3866tDZo0EBhYWGhGj16tGlWV8YCGgKWAxirvqNIPmi54G9kNpQ6YtV++/zPv9ezOYaPzGJx0SUk25+IX8gZY6kyMzOj5s2bK0QikdTX11fXzMxM9e3bN1VkZCRv6NChUsZHuJAdFchnEer09HSOejFK5n5KpRL6+voUFhbGd3d3TyuiX3W+yJkWdZMnOUtMTOSoJztQd80bPHiwdPPmzfobN240Wrt2bUrVqlWL+qErEDm7cOGCDpCZmGH69OmigIAAnZEjR5oYGRlRZGQkl1kpZeQuBPIkZ+r6UdfTP1YKCgkJEaxYscJw0aJF6WXLllUVUg4gH+RMy22VJzm7ceOGsHfv3uaTJ08WCQQCat++vczU1JTatWsnb9eunTwuLo7brVs3iylTpqQz1mEAbGyNeryi+jPlgEKRs7S0NM6NGzd0zp8/nyQQCODk5GRy8OBBfR0dHZo+fbpIT09PIy5u/Pjxpjdu3Eho1aqVnHlPmUK3+UCBE4L06tXLfOjQoWJjY2N6/fq1YNCgQZKfP39yDx48qBcVFcW9fPmyrkAgYNu8TZs2cibBQR6WsqzQiuVMIpFwwsPD+S1btpS7u7unzZgxw8TW1jajZcuWsu3bt6cCmRPnoKAgIdP2DFnKxTOgSAlBdu7cqb9kyRKjdevWpdasWVPDdZ1pe5lMxqlRo4b869ev3C5dulgOHz5cnFOW0ywoVMzZ/fv3BevWrTM8fvx4UocOHdgqu4MHDzYVi8WcuXPnpjOuoXK5HLGxsdy1a9emzpkzRwSUXMyZWCwGh8NB8+bNFTt37kxetmyZEZCZJGvNmjVG+/fvT87IyEBUVBRv8eLFxnPnzsWECRNEfn5+SerXyQbFTs6Af9vYw8NDf/HixcbHjh1LSk9P54hEIs7ChQuNhgwZIhk4cGBRrClAMZIzRl5/f3+d1q1by5j4MiZj6JgxY8SdOnWS/Xq5fKPAMWeNGjWSR0RExIaFhfHPnz+vq1Kp0LFjR1nZsmVVAFC/fn151uzJhUCRyRmQqcOqVasqV6xYwS5c8fl8PHz4UJiYmMitWLEi20baTKUPAMnJydymTZvKli5dapSQkMBt2LChnMfjwdfXV9fd3T29evXqim3btqW4urrmp5RNTigUOWP6XmpqKsfMzEwVEhIiVH9XFyxYkH7y5Em9IpRwAAAFgDj1HQVOs8/hcNIBTCaiQ7kcEwjgOxGNVdtXEcAXAK2IKJjD4XwAcJSIVqgdYwvgNoAyRBST5ZrjAYwHAAMDg6a1atUqkNwA8PpHXnMToH65HL+dxQpGFqFQCM8ta2HTusUvxwh4mi/Ihw8fsGfPHoSEhGDp0qXo2rVrkWS4efMmNm7cCCJi5bEqVwbenjtQrszfAIBr1wJx/dp1rFu/HuL0NAiFwl8yiQHA+/fvUbNmTQCZLhtZ8sHkCSKCh4cHLl++rLG/efPmWLx4cZ4TqeLWjUgkwoIFC/DhwweN/SNHjoSDgwOATP3dvn0by5Yt03heImInf+7u7mjQoAEGDBhQJHkiIiIwb948pKVpGASgo6MDd3d3NGrUSGO/r68vjh49ii1btqBcuXLs/tOnT4PL5cLe3h5A4cnrtWvXsGXLFqiPH2XKlMG6detQqlQpADnrRyaTQSQSYciQIeByuZg0aRL69u1bYBkYEBG2bt2KwEBNg7y1tTUWLVoEPp+v1bZKT0/HvHnz8OnTJ439Y8aMwaBBg9i/o6OjweFwEBoaipCQEDRv3hzW1tYwNjYGkEkgnj9/jubNmxdJno8fP2LevHkQiXIvX8fn87F06VI0a9YMAPDz50/o6elBKBRCIBDgzZs3cHV1xaRJk/DmzRuULVsWEydOBAC8fPkSffr0gZeXFzp16pTtGJDbuHDr1i1s3Lgx11VbAwMDrF69GjVq1AAA3LlzB8nJyejXrx++ffsGV1dX7N+/H3p6enj37h38/PxgYGCAuXPn5nn/3ODj4wNPT88Cn6eOatWqYc2aNTA0NPzlN3W5rl27hoULF+LOnTvQ09NDbGwszMzMNFx+IyIiMHr0aHh4eKB+/fq53lehUGDlypUICQnJ9ncDAwOsWbMG1atXz/b3Bw8eYMKECTh69OgvYwwTfwZkjr99+/aFVCrFxIkTWZ3nNr6cPXsWBw4c+GX/sGHD4OjomOtznTlzBjdu3MCePXvYe0yaNAkvX75EhQoVULZsWQwaNAgtW7YEAAQFBaFt27a5yvT161fMnTsXKSk5zxMaNWoEd3f3bEuOpKWloXPnzpg8eTIr/71797Bu3Tq8efMGK1as0Hiu6Oho/PjxA40bN851oimRSLBo0SK8ffs2V53kBKFQCHd3dzRu3Djb30NCQjBmzBjs378frVq1YrNZRkZGwsrKCgqFAjwer1DvzvXr17F582YUZJ5pb2+PsWM1DAka78ixY8fg5uaG+/fvo1q1agAydZmQkIB69er9cnx+ERkZiblz5yIxMTHb3+vWrYsVK1aw8587d+5AKpWiW7du7DG3bt3CgwcP0Lp1a1hYWCAhIQEdOuSYXylfyMjIwNKlS/Hy5cs8j+3VqxdcXV3ZZw8JCUF0dDTMzMxga2v7y/Hh4eGYOHEipkyZgn79+hVaxri4OMyZMwexsTnx2kw8ffr0JxH9hSzkjMGPHz+406dPN547d256s2bNFOHh4bxdu3bpu7m5adQ7zSNGOCcUmJxJJBJ8+vSJLxQKydDQkCZMmGBSu3Zthb+/v66np2eyiYmJSigUonr16uyiYiHnVApkLtz6auzNb0VrZgOQDsApj2OOAPDPsq85Mle5K//z910AO7McMwiZq32C3K7ftGlTKgwqzvXLc9MWKs71o+oLLtOF55EUkyKhmBQJnfO7Sv7Xb1NMioSik8W/nJOWlkZNmjSh48ePl4g8rVZfp+ffklh5wr/HUvUaNWnT9l20ePkqGjhwILm5uZGHhwcRESUkJNDZs2c1rqNSqYpdNiKiW7du0cOHD3O8R0nqJjv4+vpS3759iYjo/v379ObNG/r8+TP7u1QqJSIisfjfdiwp3RARiUQimjNnDhERKZVKmjBhAp05c4YCAgJo5syZ5Obm9ss5CoWixOTx8/Ojfv36EVH2+iEimjRpEh08eJD9u6T086e1FVFmG6nj1KlTtHDhQrp//z69ffuW7t69q/F7ScuTFdevX6eOHTvSwoULadeuXUREFBkZST9+/CAioqtXr9KmTZvY41+/fk2vX78mol+fraQgEonYtiMicnFxoYSEBCIiio6O1ji2JPt6USGRSNj/S6VSatu2Latn9XYXi8UUFhZGf//9N61atapEZMnaz7y9vcnFxYWVTSaTkaurK9nb21O3bt3o7du3REQUHh5OXC6X1q9fz55bkv1g2bJl1KVLFyLKbFuJRMLeOzY2lpo3b07jx4+njIwMjfOKWya5XE5ERCkpKVStWjWaOHHiL8fcu3eP2rRpQ+7u7vTq1atsr/M7+6e3tzeNGTOGiIhevHhB9vb2NGzYMHJ0dKSfP3/+dvnUsX//frK0tKSgoCAi+lUupVKplbHSz8+Pxo8fT0qlktLT0zXe4UePHtHYsWOpTp065OenvTllVgQEBFD37t1p586dtGbNGkpNTdX4XalUkr+/P124cIHdV9K643K5T4hoCxFF5bSJRCKNv3v06CG5efPmz9zOycd2hoj0KG+OU5uI3hBRVFpaWnSnTp2kEydOTJ88eXL6hQsXEl6/fh334MGDeFtbW+mMGTPS+vfvL9m+fXtyEWX7RkR9spOnpFwcHwJYx+FwdImIcXnrAiAKmVY05hi7LOd1AfCEiIojOP+PhpDHxYZBDdCyigUA4HpgAK74XsLazdtyXEXW09ODh4cHWrVqBaDwK8LZoayJLnaNaIoyJpleG6kpKTA2McGeg0cww9UFVapVw6EDB/D27Vv4+PggJCQE5cuX17DOACg2edRx+fJlnD9/Hrt27WJ1k/U+JambrEhJSUFcXBwEAgEcHR0hk8lQqlQpEBGcnJzQpEkTrF27FtOnT2eDRrOTuTgRHByMHTt2oHr16nB2dkbTpk3x9etXxMXFYcWKFejSpQvevHnDrjACha6/ki+8ePECAoEAI0eOREZGhoZ+GjVqhNWrV8PNzQ1VqlQBUHLt9Se2FfCv+wjz3IMHD4a5uTkOHTqEx48fY926dRrHl7Q86ggODsbGjRtx5swZvH37lrVMMu96eHg4Nm7cCGfnf7MDq69cF8FNNU+o9xMmgJzZJxAI8O3bN2zYsAGWlpZwc3NjzyvJvl4UXL58GQcOHEDDhg1RpUoVtGnTBu/fv0dQUBAGDx7MPuuPHz+wc+dO+Pj4YPLkyViwYAGA4n9vmGuJRCIYGBggNTUVx48fh4uLC96+fYsdO3YgOTkZdnZ2CA0NRZ8+fRAUFIRq1arh/fv3rEWjCG7lGsjp+czMzPDq1SuIxWLo6+uDx+Nh9uxMj8jSpUvDxcUFL1++/MVyU5x9k4hYy1nTpk3Rq1cvbN26lf09NDQU1atXR9u2bbF8+XIsW7YMIpEII0aMQIMGmkkyf2f/5HA4iI6Oxvv379GtWzdMnToVhoaGuHfvHlq2bIknT57AxEQ7nkW54d69e3B1dcXWrVvRpk0bvHv3DufOncP379/RokULdO/eHWXLli2Qta4wSEpKwuTJk7F27Vps3boVISEhqFSpEvvtrVOnDh4/foyFCxeiV69eJSpLToiNjcWBAwdw5coVAICLiwtu3boFAOjbty/i4+MRERGBnj17sueU5JyJwb59+6zwj+UsLS2N4+fnp8OUOGKgbp0eO3asiaWlpUrdjbkQKLDlTC6XY/DgwaaTJ08W9e7dO2Pbtm36EomEw5S/qFKlirJjx46y7t27pxUxW3n2ljMG+WCUQGaa/Ub/bGJkVsBuBKDCP7+vAXBD7XgTADHIjAepB2AAMuN53NSOqYxMv+qt/yjGGYAMwMC85Pm/YEFTt5yFRnwnc3ML8vEPpNUbt9DgYSPIbd5CunTpEhERxcTEUHBwsMb5xb3SoW45e/k+gnr07kMBt4IoJkVCwc9D6WtcMnvs/PnzKSAgoFjvnxPi4+PJwsKCbt++TR4eHjRq1ChaunSpVnWjjqioKLKzs6MHDx7QoUOHaNCgQUSUaU08ePAg7d+/n4joF2tRSePjx4/Us2dPsrGxoS1btmj8tnz5cho5cqRW5Hj37h27Sr1u3ToaPHgwEf2qny9fvpS4LH9aWz18+JA+ffpERJp9lNFXTEwM1axZk44dO6YVeXLCq1evWAtOcnIytW7dmtVRQkICjR8/no4ePap1ucRiMR04cIDEYrGG/phV9JkzZ1KjRo1o0qRJWpetsDh9+jR5eHjQkCFDyNrammxtbcnCwoKmT5/OWgOJiFJTU+n69evk7+/P7ispC9WNGzeoefPmrF5HjhxJfD6funXrpmEhCgkJoSZNmvzy/hSXXOptHBQUROfPn6dTp06x++rXr08dO3b85bzPnz9TrVq1tNJH5XI5devWjZo1a6ax/8yZM1SnTh368OEDu+/WrVtUu3Zt1gNF28jpu3j79m1q2LAhbd26lebNm8fuF4lEZGNjQzt37tSWiLnizp071LNnT1q+fDkdPnyYypUrR25ubmRnZ0dDhgyhoUOHarwzJYng4GCqW7cuDRs2jGJiYujWrVs0Y8YMevbsGYlEIg0PCG17PzBgrMf379+n8uXL0/bt26l379504cIFCg0NZa2Q2kRsbKyM/rEcrV27NsXU1FR148aNbK1jN2/e/Dl//vxU5m+FQqEVy5lSqYwioqiQkJA45jrnzp1LcHZ2FjF/79mzJ+nw4cOJzN/MOQXccrScMVt+qV8zALfU/l72z3YYgBOAMgCqqpG+FA6H0wXATgBPkJnUYBOAzWrHfOZwOD0BbAEwEZnWtan0/0kNNMZy9vbNa3z5HIFD3qcx0dkJrdq0w5QZs/Al4hMCAwNRq1YtpKWl/VI8uLhXOhjLGQDo6OiiX397HD7gCT6fj3oNGrK//fjxA8HBwUX2q84LsalSVjdeJ05juKOjhm4u+F3Wmm7UoaOjgyFDhmD//v1wdXXFqFGjAADm5uYQCoV49OgRAKBSpUolJkN2qFq1KkaNGoWmTZtixYoVmDZtGvT09NChQwekpqbi8OHDAIpvZTs7SCQS7Nq1C0ZGRli+fDnmzJnDxj1l1U/FihVLRAZ1/EltFRgYiOPHj7OxTEwfpX8sTunp6TA0NISHhwc6d+7M/qZNyxmDWrVqgcvlQi6Xw8TEBGXKlEGZMmUQGxuLe/fuYdGiRbCystKqjBKJBN26dcPmzZvBJCbhcDgageI1atTA58+fsXPnTgAl29eLC0xM4qRJk8DhcBAZGYlHjx5h5syZKFWqFCZMmAALCwsYGRmhU6dO7Hkl+WylSpWCnp4ee/3Dhw9j9uzZKFu2LMzN/01oxtRhy5q5rLgtZ/v378fSpUtRp04dvHz5EteuXYOnpye2b9+OmTNnolGjRjh48CDS09MhFosxcuRITJkyBSNGjCiyHHnJxufz0a5dO9y6dQt79+7FhAkT4O/vj3HjxsHb21sjtq99+/Y4dOgQmjZtWiJy5Vfmz58/gynkXapUKdja2qJly5aYMWMG2rZti5SUFJiYmEBfXx9WVlaFLb1S7LCxsUFGRgY8PDywdetWuLu7Y8qUzCpN9+7dw/z58/H+/XvWi6a4oa5Da2trnDlzBtWqVYNAIMBff/2FK1euIDk5Gfr6+mjXrt0v52gbQqEQKpUKBgYGuHv3LipXrozSpUuDy+WiTp06v0UmddSvX19etWpVxT/F0NPt7e3ZZDRXrlwRfv78mc/UdSxkfdYCW87EYjFmz55tvHLlyrQmTZoomHubmJgQU1dv3759eubm5lTEGmy5W84Y5INZ/nHb/wULWkyKhH4kptPR0z40eNgIOnbmPN0JeUZRSSKKSZHQ95+pNGPGDAoNDdWaPCEvw1grWkyKhKbMmEX2Q4dR4J0HFJMioS9fvlC3bt3Iy8urxOXJSzcTXKdoTTdERBERERp/z5s3jxwdHenp06dElGk5ateuHZ07d05rMmXF/Pnz6cqVK/Tq1SuysrJi464YlHQcgVwup4iICFq1ahUtX75cY+Xww4cPZGNjoxX9/Glt9fnzZ9LX16eoqCjy9PQkNzc32rp1K718+ZKIMlc6ly9fzlqtiH7fqmt2WL58OZ09e5Y6depEV69e/S0yXL9+nQIDA+nNmzc0YcIEGjt2LF2/fp39PTk5WSPe6E+JmckN6pYm5v/Mv35+flS1alVyd3en+Ph4rcoVFRVF5cqVo0ePHuV4THh4OJUpU4bWrVtXorJ4eXnRP6n7SSKR0KlTp8jCwoLevXtHMpmMXr16RZ06daLq1atTuXLlqHfv3rR582b2/OK2MjL9Si6Xa8Q5rl+/ntq3b0/jxo0jY2Njun37tsZ5y5cv14hx1Wb/VB9L9u/fT02bNqUWLVrQoEGDKCQkhP1t7NixpKurSydPnqRPnz5RfHw8Va5cmc6fP681WbPKGxsbS9++fdOI8bp16xbt3r2biP5tX7lcTo0bNyZfX98SkUkkEv0im/r/IyMjqUOHDnTjxo0SuX9+kZ1nBvNveHg42drast5HvwPR0dGsBY2Iog4ePJh09erVnx06dJBu27Yteffu3UmUTRxaIbZCxZzZ2tpKe/bsKXn9+nUcqVnG4uLiomfPnp02ceLE9JEjR7KWtJKynDHbbydbhdn+rxC0mBQJfYr6SdfuPqT+9oPpzMXL7P5nbzNfJm2ZoSOiE6hH7z60ZMVqikmR0IlzF6m5dUtatnodDXN0oqu37xMR0fv379lzSnISmZduWrVtpzXdiEQisrOzow0bNhAR0ZUrV6h169a0efNmGjt2LF2+fJl27NihFeJKpDnpSEhIoPT0dCLKnFjNnj2bunbtSl5eXiU+eWLw5MkTDTfTPXv2UNu2bWnp0qWkVCpJLpfTwoUL6dChQyUuy5/WVi9fvqQnT57QkSNHqFSpUuTs7ExXrlwhT09PmjZtGsXFxRFRJsH4XcgpAQ/Tz4YMGUImJibk4+PzW+QjymzHPn36UO/evenVq1fk5+dHjRs3ptu3b9OLFy9o79697LF/ErnNigcPHmiQ3NxkvXjxIpmYmORKlIoLDAlk5OnVqxfduXPnFxkjIiJo4cKFVL16dVq+fDm7vyR0/vTpUzIwMKC1a9ey+969e0fNmjWjixcvUlRUFLv/x48f9OnTJzapBVHJJQRJTU2lAQMG0K5du+jbt2/s75s3b6ZKlSrR5MmTNc4bNWoUVahQ4bcvGnh5eZGZmRkFBwfT06dPqXbt2nTixAmNYyZOnEgNGzakevXqUbVq1Wjx4sW/SVqigwcPUps2bahSpUo0bNgwjbCKtLQ0Ivq334WHh1O9evU0CGdx4enTp2RiYsK2ddYx8suXL9SpUyetfN9yg7pcgYGBFBgYyC5aRUdHU48ePX5pb21CJBJR7969VUuWLEk9f/58gkKhiBo2bJj427dvMWfPnk2wtLRUqrsRFmErMDmTSCRRNjY2GefPn0/YsGFDijoJI6Kor1+/xujq6tKgQYPEzL6SJmf0H0H7PQTt7du35Og0liUcuw8cosZNm5H90GF02PsMffgWQy1atqLDhw9rRR6ifyxoLzLl6m8/mDp26UYPnr2mmBQJeew7SP0G2FNSUhJ7fElNgt6+fUvjx4/PUzfb9+wvkfvnhJx0s2u/F9kNHEQPn71hjy3JCaJcLid3d3eKjY2lgIAAat26NU2dOpWNzVi1atUvK2QlPWE9dOgQ9evXj75//0737t2j9u3b05UrV2j16tU0b948UqlULInUhjyfPn2i8ePHk4ODA/Xo0YONAzl+/DgNHTqUwsPDtSKLTCajXbt2kZOTEz1//pwCAwPZ3+Li4n6JM/od8Pf3J2dnZ5LJZKRUKrOd1F68eJHOnDnD/v27CNCqVavIxsaGXU0/f/78b4vnKQwyMjKoT58+1KdPH42V9qz6VG8DbcRHBgYGUps2bahLly40b948unnzJtWvX18jHolBXFwcHT58WKM/lFQsnEgkoiFDhpCDgwP77tjZ2ZGpqSnVrFmTmjZtSj179qStW7fSx48fNc4t7j7KXC81NZWqV69OTk5O9P79e1IoFBr32rBhA7Vv35727dtHKpWKxo4dS/Xr1yeZTEZE2stwmhVv3ryhFi1asLFRz549Ix6PR0OHDiVfX186efIke+yrV6/o1atX9OTJE3aftuU+fvw4mZub0+3bt+nRo0c0aNAgGjVq1C/HxcfH08OHD6ls2bIaCwbFiWfPnlGVKlVo1KhRrHcGQ9ZlMhnJ5XINb57fvUDk6elJxsbGFBAQwBLZmJgYjQyi2pZRJBJRx44dafPmzYpTp04l7tmzJ4mIoh49ehQ3f/781E6dOknnzp2bNmfOnDQqPPkpFDkjoqj379/H3rt3L565d9++fSXe3t6J9E/sW0ZGRpSXl1cSc3wh4+EKRM6IqOB10P4ENGvWjJ48eVLg8yrN88/zmC9rSz7rTnx8PBYuXQZzC0vUrd8Ahw94wm3eAgj4AuzduR0NGzdBu/YdYWvdBIB2/JhjUzPdab9+/ozpkyegfoOGWL5mAwAgJTkZKSkpaF6/ZonKAGTqZtWqVdA1Ms1VN7Vq18Ffxrpa0Q2QqZ/sdJOclIT09DSUt6qAv4x187hK0RETE4PTp0/j/fv3iI+Px7Jly5CWloYNGzZg9OjRGlmZtBmDc+bMGWzatAkikQjXr1/HX3/9hY8fP2LPnj1wdHREw4YN875IMSIiIgJjxoxB48aNsWXLFgCZ2bfS0tJQoUIFrcmRmJiIu3fvws/PD3PmzGFreH379g2Ojo7YsWPHLxndtIWfP3+iVq1aOHfuHN68eYPHjx+jUqVKaNq0Kfr06YPY2FhER0dr1L/S1vumjrdv36JOnTp4+vQpdu/eDTMzMyxZsgRz5syBlZUVm9HwT0N2uoqPj8eUKVOgUqkwYcIENq6MiNhC06mpqWwtPOYaJfkuh4eH4+fPn7h58yaio6Px6tUrJCYmwtTUFJ6enqhdu3aOz1VScjGxhenp6XBxcYFUKkVUVBS4XC6CgoIQGxsLsViMjRs34vXr13B0dMS4ceOKXQ51KBQK9O7dG5UqVcKePXvY/RJJZogLUx9rzZo1uH79OuLi4sDhcPD06VMIBILCxtEUm+whISFo06YNIiIi0Lp1a7Yuo7+/P27fvo3Ro0dj+PDhv5yr7VjOL1++YMSIEZg3bx569+4NIHMM6N69O+7evYuKFSuy/e/p06cYOXIkhg8fXmKZTeVyOdatW4ekpCS8e/cOJ06cQGpqKqysrLBs2TLMnDmTzQD8O8ZHdTx58gT9+vWDt7c3bGxsIJFIoKenB6lUCl1dXbbGnbZlvHPnDlJTU2FtbS2PjIxMHj9+vGn//v0lERERfEtLS1XLli1l/fv3L2pB9EIVoVYHU1/tyJEjuj9//uTOnDlTnLX/F/I9zl/MWVYUhM39Kdv/ugWNiOjt50gaOdqZjIyN6e6j52zdsZM+vuR37RbFpGSuEpf0SgdzffXYs5AXb2nkV2zZEAABAABJREFUaGdasGS5xn5t4efPn3nqJiZFotVVoLx0o039REZG0u7du8nGxoYiIyOJKDNDYPv27X+JfdAmDh06RJ06daLv378TUWachbrlTNv49OkTTZgwgVavXq3V+z579ow2btzI/n3kyBGytramMWPG0OvXrykxMZEaNWr0W7M1vnz5knx8fCgoKIgqVKhAjo6OFBoaShcvXqTJkyfThw8f6MmTJ3Tv3r3fIh+zYn/u3Dnq27cva2n8+vUrrVq1ipycnP7YbI3MO5kVjItbfHw82dvb06BBg+jatWsa49jbt2+pbt269OLFC63Imp1lRCwWU2JiIrVt25bs7OxKPNY36zjO/M1YndLS0mjs2LFkZWWVbfZgbY0xqamp1KtXL41YUW9vb+rcuTN16tSJpk+fzu5fuXIl2dnZsZYW5l9tIK/v4tOnTzX0+PPnT+rZsydNmzathCXLH5RKJW3YsIG1+MhkMvrx4wfVq1ePYmJifjlePVNmSVj6ZDIZrVu3juLi4sjHx4fq1atHPXv2JCLtZ2vOC35+fjRw4EAiyqxp16tXL9Y1/M2bTC+f32HFZfrkjx8/ZDNmzEhzdnYW3bt3L37MmDEixnJFhbdMFdqt8evXrzHZXe/Vq1dxdevWlV+7dq2o9dcKZTljtj87xdX/YZibW2DB0uWwH+IA/0sXAABGxsZo174DmrVoyR5XUisdSUlJOV6/YuXKmDR1BkLfvML7d2Elcv/cYGHxe3WTG363boDMelQDBgyAnZ0dtm/fjo8fP6Jly5bYvXs3bG1tf4tMADBq1Ci4uLhg/PjxePLkCXg8HgwMDH6bPFWqVMHs2bPx8uVLvH37Vmv35fF4ePLkCU6fPo1bt27h6NGj2LRpE/r27Yu1a9fiypUr2Lt3L7taTVr2YlAqlfj+/TsuXryIlJQUXLlyBYcOHUKdOnXQo0cPCAQCyOVyNG3aFG3bttWqbFJppiWfy+UiNDQUy5YtY2tvXbx4ERUqVMCCBQuwceNGNltj1iyCvxM3btzAgAED8Pr1619+4/F4UCqVsLS0xO7du6FSqbBv3z62ztzHjx/RvHlz2NnZlbjFWS7PLDWanWWEz+fDzMwM/v7+SEpKwuzZs7N9nuICM477+fnh4cOHiI+PBwAIBAIolUoYGhpix44dsLW1haenJ3x9fTXanBljSvo94vF4ePHiBbZu3YqbN29i+vTpcHJyQuPGjdGqVSt4e3tj/fr1AICFCxfCx8cHfD5fq5YzUrPgvHjxAgEBAXj27Bn7vQeAJk2aoFu3bgAy3zcLCwvUr19fozajtpDdvbhcLmbOnIn69esDyOwHxsbG4PP5SE1NBZBZ5ysgIAAA2Np7RMVTg/HmzZtYvXo1Dh48CJVKBYFAgJo1a8Lb2xsxMTFs7TtAO9mICwJdXV0kJycjLCwMvXr1QseOHTF48GBUqlQJHTp0wMePH39LZlumT3I4HLi6uoo9PT1T2rZtK2cyJDLHFbIeYIEtZ+np6Zzu3bubR0dHa9xQLpdDpVKhfv36ChcXF9HTp08FhRFIDYWznP2D/1wcs0AbLo7Avy6FiYkJ2LB6BTgcDlZv2KJxTEm5zF2/fh3+/v4YOXIkGjduDACIShL9YvoWpafDwNCwxOXJDrGp0lx1U1LyfPr0CQKB4Bc3OKa9GGTVTUnJo/7BzYofP37g8uXLCA4OxsqVK1GmTBkAJeuSkpN+1HHs2DGUL18e7du3LxEZCiILADaFvTYRFhaGWbNm4enTp3jy5AnKly+P+Ph4+Pv7o3r16mjTpg2A3+cSIxKJ8OHDB2zYsAFjx45lXe0iIyMxYsQIrFq1ipVRWyAiWFtbo3r16jh8+DASEhKwfft2mJub4/v370hOToapqalGMeDfpb/sEBgYiB07dqB27dro1KkTunXr9ot86n/HxsZi8uTJMDAwQNu2bTFjxgxMnz4dK1asAFBy7/GtW7fw7t07DBkyRCNtvjoYF8PU1FS0a9cOq1atYt3NSgIRERGoVq0ajIyM0KVLF7Rq1QqTJ0+GUChk9ZWeng5XV1f8/PkT48aNQ79+/Uq07dX1z7Tb9evX4ejoiDJlyqBKlSqYMWMG2rRpA7lcjjFjxqBmzZpYtGgRe43f1T/379+PFStWoEaNGvj27RtGjhyJGTNmQE9P7xd5vn79CltbW6xZswYODg5ak1FdNyEhIfj+/TuMjY1Rr149lC1bVuNYiUSChg0b4sGDB0hKSkKrVq2wZcsWODo6FqtMV65cgaenJ4YOHYovX75g+PDhKFeuHJKSkjB37lykp6fjxIkT+Pbtm1Zd5bMip371/PlzDB8+HMOHD0diYiI2bdoEIPN9trOzQ+vWrTF//nytyZl1DIuLi5OXLl36JwBMmjTJOCUlhXv8+PHkItyiwOQsIyMDNWrUKH348OGkGjVqKM+dO6dboUIFZcOGDeWVKlVSAYBYLAafz4dQKCyCaEUjZwD+s6CVNJ48eQIfH58cV6XMzS0wa/4iDHYomZotWREYGIi9e/di7dq1aNy4MT58+AAgc+WCw+EgPj6OrV2VlYAUN/403Vy7dg2LFi1CeHi4xv7sVuhLWjdA5kfJ09MT375909jP6KtcuXLo0qUL7O3tWXIGFE8douyQX/2MGDGixMlZQdpK2+QMAGrXro0NGzagTZs2uH//PoDM+lLDhg3TID7anLyFhYVhwoQJADKtDu/evcOnT59w+PBhXLp0CSkpKRg6dCjGjBmjdXIGZOqiU6dOeP36NZYsWQJ9fX0MHjwY7dq1w9atW1GjRo1fCMWfQs4iIyNx5MgR+Pr6YuDAgZg9ezY+fvyYLTkLCAjA48eP8ddff2HPnj1ITU2Fi4sLZs2aVeLkDMiMB/Hy8sL58+c1LCvqcvJ4PBARjI2N8eTJkxIlZ0Cmtbt79+7Q0dFBhw4dsHr1anTr1g1z585FWloaZDIZWydQKBSCz+cXe9tLJBI8ePAA9+7dA5A5jqpUKgD/9rPOnTvj3bt3uHbtGvbt28e+JwKBAElJSb9M6H5H/7xw4QIWL16MkydP4tq1a1iwYAE8PT0RGxurIU90dDSOHj2KNm3aYPTo0VolZ8C/utm/fz8GDBiAU6dOYeLEidi6dSuSk5PZ44gIGRkZqFatGl68eIEuXbrA1dW12MmZSCTCtWvXcPbsWQwePBgfP37EsWPHsH37dhgbG8PZ2Rm7d+8GAPZ7+zsMHOrk7P379wgNDcX3798BAI0bN8bIkSOxePFiBAQEIDY2FkDm/M7KyqqwFqpCQaFQsPU0P3/+jJSUFMhkMgDAuXPndCQSCYchZ4X0gihUzBkRoX///pKlS5ca29nZmcfFxXGDg4OFa9asMYyKiuLevHlTeOTIET3mXWbGgAKiyOQMjLD/a9v/Sgza9evXyc7Ojp4/f66xXyaTsXFL0cniX2KZSiqmKT09nRwcHFgfZB8fHzI3N6fRo0ez99y134su37xb4vLkphsiylM3JSGPvb096yt948YNjUxrL99H0JFT57Qmj0gkou7du5O3tzclJSWxcuUWX1CSMXl56ScqKqrEatD8ybLkhbCwMBo4cCBt3br1d4tCcXFxNG3aNFqxYgX5+vpSz549KSQkhJ49e0YjRoygrVu3snEKRL8nG9mLFy9o586dNGHCBJo7dy59/vyZfvz4Qbt27aLBgwf/VtlyQ1pamkYa9a1bt9L+/ZmZZtX3nzx5kgwMDNgU9kSZpTLUM3xqI0Zk9erVZGNjQ/v27aPExER2PyNrTEzML2nhS0rnzPPeu3ePmjVrRg8ePKCIiAhas2YNNWzYkCpXrkxLly5ldVQS8VxSqZRat25Nq1atIgcHB5o1a9Yv8mV3X2bfiBEjqFGjRlqNNcsO6enp5OTkRJs2bdLY36pVKzp+/DgR/duOsbGxNHbsWNqyZQt7nLbjky5dukRly5alBw8eEBFRQEAAlSlT5pfSEklJSVSpUiXicDi0YsWKEpOXab+XL19SvXr16PDhwzR58mTasWMHe8yfMvbs37+f6tWrRy1btqTOnTtr1IVcsmQJcTgc2r59Oz158oR+/PhBFStW1MjWWZJg2iUlJYWaNWtGLVq0oCZNmpCTk5Py48ePsaSWqVEul2stWyOzpaWlRc+cOTPtwYMH8UQUFR0dHTNr1qy00NDQ2ELIUmwxZ1m3/yxoJYTnz59j+/btOHXqFBo1aoRz585h6NChkEqlEAgEiI+PA6DdFbaEhAQ2YxeQSc7v378PHR0dzJ81HQDQ334ImjRtXqJy5KWbuDjt6+batWvYuXMnOBwO7t27h4kTJ8LV1RVnzpwBAMhkMlhYWGhFFoVCgcGDB2PKlCkYOnQo+Hw+hg4dCl9fX1Ynx48fx+3btzXOK0l95Uc/lpaWJXb/P1WW169fIygoKMffa9WqhWXLlqFJkyZakSc3lCpVCosXL0ZkZCSGDx+OjRs3okWLFqhatSocHR3RokUL1K1bF4B2XbPUVyj19PTY7J+xsbFo2bIlQkJCYG1tjVOnTgHIXG39UyxnTMycoaEheDwe+yxVq1ZlLafMqnVYWBimT5+O06dPw8bGBkQEpVIJc3NzdOnSBUDxWc6ioqKyXfll9s2fPx9du3bF8ePHcfbsWdaSxuPx8PbtWzRu3BhXrlzROLekdM48L5Od79KlS6hcuTKmTp0KIoKZmRkePXqEbt264fHjx6w+qRitFwEBAejatSsWLFiAEydO4OPHj5g5cyYrHxNHplKp0LhxY3h7e0Mul+PEiRPo0aMHwsPD8ejRI/D5/N8aE2lgYIApU6agRYsWADK/JUBm/2T6KofDgVKpROnSpeHh4YHp06cD0E62RqbNVCoVpFIprl+/DhcXF7Rq1QpKpRLdunVDo0aN8PjxY43jTU1NUaFCBaxYsYJ1IS0JeZlYQQsLC1y9ehUjR45E7969WT0Cf4bV/siRI5g9ezYOHDiAixcvIi4uDqGhoezvy5Ytw+rVq3HkyBE4OTmhc+fOGDVqFIYMGaIV+RjLWd++fdGiRQtcv34dkydPhkgkQp8+fcxfv37NZ44pRHxmkbM1Ghoa0urVq9NatWolB4C///5b9e7dO35oaOhvjTnLiv8IWgnh9evX6N+/P4RCIb58+YKzZ89CKBSiR48eEIlEuOrvh7C3oXlfqBhRoUIF9OrVC5cvX4ZYLMaAAQNQq1YtzJ49GyKRCCnJyVoZfPLSzcWLF7Wum/DwcJw8eRIAUKlSJTx+/BgPHjzApk2b8OnTJ1hVqIimza21IktqaiosLCzYlPk7d+6Ejo4Oli1bhnPnzgEAOnbsWOJuhOrISz8VK1ZEy5Yt87jK/y1Zrl+/jqVLl/7yzqh/zAGgbt26aNeuXYnLkx9YWFhgzZo1cHR0ZPuSsbExOnXqhFatWrHHaWMcYPTE5XLx6NEjfPjwATVq1EDt2rVx8OBBJCQkwMrKClKplCW4TCr6PwF+fn5YunQp3r17x+5j9Na7d2+kpqZi8eLF7G/GxsYICgpCz549oVKpwOFwfnmW4phwBgQEYNeuXRr7GNLAkA0gM5FFz549cejQIZw+fRoA8PnzZ1hbW2P06NHF6taYE2FUh5WVFVxcXHDo0CE2XXjdunXx9OlTnD9/HqGhoWjevLlGwoGigiEAjRo1wtOnT/HgwQMAwPnz5/Ht2zdWj3w+H0SEWrVqoXbt2nBwcIBAIEDDhg3Ru3dv3L9/n02lr63+mRNBbdKkCZvch9G5iYkJK9e3b9+wZs0aJCcnQ1dXl72WNpJHMG3G3Hvy5Mno0KGDxm8GBgZsMhAOh8MSy8uXL2PhwoXsc5WkvOXKlUPZsmURHh6OjRs3/hIT9zvx8eNHHDhwABcuXECLFi0QFRWFsLAw3Lp1C6dPn8bevXsBAPPmzcOpU6fg5+eHs2fPYtmyZQAK7bJXYEilUhARnJycYGRkhNGjR2PWrFlKa2tr2ZAhQ8w+fPjAEwgKzIcKTc6yfpd1dHQAZI6NY8eONTEyMqJBgwZpJhsoGIqVnAH/EbQSg4WFBa5cuYLo6GhUqlQJe/fuxZEjR1C3bl2cO3cO9kOHoXadulqXq0mTJvjw4QOOHTuG6OhofPr0CS4uLujYuStMTE21IkNeunF0dNSabpiP3JQpU5CUlIRHjx7BysoKxsbGICJYWFhobUBjYGJigp8/f8LfPzOpzdixY3HkyBEcOXIEZ8+eRXJystZ94KdMmYLk5OTfqp8/qa0ePHiAnTt34vTp02jTpg0uXbrEfgD5fL5GDMWfBjMzMyxbtgwxMTGYMmUKgEJnzyo0VCoVNmzYAA8PD1y7dg1jxozB3r17MXLkSCgUCgQFBcHFxQWPHz/WiI35HRnIskN4eDimT58OgUCAO3fu4P379wAyJ5RMnMWSJUvQp08f9pxy5cqhatWqAEruOb58+QJvb2+sXLkSjx49wu3btyGVStkMksC/bf348WO4ubmhX79+8PHxwdKlS1G3bl1MmzYNq1atAlA8k7ncCCMD5j59+/ZF9erV0a5dO5QrVw4HDhwAAAiFQrYeW3G942KxGM7Ozti+fTvevHmDkSNH4t69e3j69CkAsGSAQXBwMEaOHIkTJ06wcjRs2BCurq6sfn9Htsb79+/jwoULrAcB8K9+mQmwXC6HoaEhoqKiUK9ePQiFQpiqfe+1aRV6+fIlatSogQcPHqB69eosmWQm0CYmJqzcX79+xeLFixEXF6eRrbO43h/176dIJGLJIJDpcbR8+XI4OTlh8ODBxXK/4kC1atWwZcsW2NjY4Nu3b7Czs8O8efOwYcMGREVF4fz58/Dw8AAAVK5cGRUrVkSdOnUAaI+IK5VKSKVSSCQSREREsPeuVKkS5s+fn96oUSP5pk2bDJixMp8oNDljLHXp6emcAwcO6J06dUr32bNnfAB4+/Yt38rKSnnixIlkRvZCoNjJGfAfQSsxNGvWDHXr1oWfnx8iIyNhbGyMz58/4927d6hcuTK7clXSyDqB79u3L2xsbBAVFYWhQ4dizpw5GDVqFOwGDtKKPMCfpRvmw1S/fn3o6enh0qVLWLVqFZ49e4ZBgwZh+PDhqF69ulbkYWTi8XgYPHgwXrx4gYcPH7LueseOHUPZsmV/y4e1evXq0NXVhZ+f32/Rz5/WViEhIZg1axb4fD7evHmDbdu24caNGxg/fjwAYM+ePfj69atWZMkOTKKfnGBhYQF3d3eMGjVKSxJpQqVSoUOHDoiNjcXmzZvh4+ODTZs2oXXr1ggMDMTw4cNZCzIRaX2RJC9Ur14doaGhmDJlCqKjo3Ht2jW2lAMTXF63bl3W1UxbiI2NhZWVFVasWIFdu3bhwoUL6N+/PyQSCZv4g8Ph4PTp02jbti3CwsIwZ84ctG3bFtu2bcPChQuxcuVKAMVjpfj69WuehJGZNN6/fx9GRkbo1q0bVCoVPDw8oKenx1obGRTHBFMikaBv375o06YNypQpgzdv3qBhw4YwNTXFoUOH4OfnB09PTzaJFgBYW1uz7nVMAgR1aNNypp5gY/Dgwdi5cydcXV3ZJECMLMxxf//9N27evIlWrVrBzc0Nc+bM0Yqs2aF8+fJwcHDAiBEjWFdGdcu4QqGAqakp4uLi2DYpXbo0e35xfvOYa3l5eWHo0KGwtrbG4sWLcfPmTVhYWGDVqlW/rRxKdvdkymMwHgUymQxeXl5Yvnw5qlWrhgkTJsDU1BQhISEAftVVSc0XGHLNjNM8Hg+lSpVC7969MX78eHz79g0cDgdEhBo1aihbt24te/TokVAqleZXoCJZzgQCAZKTkzlNmjSx9PPz0128eLHR4sWLjaKjo7l16tRRuLu7pzPHFuI9LhFyBvyXZv8XFGea/cDAQDx+/Bh3795Fr169cPr0aUyZMgVDhgz5JW17dihq2nb1gXzXrl1IT0/XGJiTkpLA5/NhZGSE2FRpnnEnxZlGPjfdAL+mtS9Jefz9/WFkZIQ2bdrg2bNn8PDwQLVq1VC9enUMHToUABCTIslzcCtO/Xz9+hU+Pj549+4dVCoVhEIhJBIJDh48CKDkY4Syu35sbCy+ffuGnTt3omrVqhr60VbMUn7aShuyrFu3DhEREdi2bRtrNTEyMkLfvn0xdepUNG/eHCYmJiUqQ064desWbt++jZEjR7IWm6yTbW3GmOUEhUKBFy9eYOPGjWjQoAEWLFgAAFi1ahV0dHQwa9asP0LOrGBS0DOyff78GYcPH0bVqlXx119/4f3795gwYUJRUzQXCPHx8WytqIULFyIsLAwXL14EkGkJkkgk2Lx5MwDg6dOnaNu2LXx8fNCjRw/2Gq9evUKDBg0AFJ8LWUhICHx9faGjo4Pw8HCYm5vj/fv38PHxgZ6engZhHDlyJJ48eYIqVaqgUaNGGDduHGbPnl1kGbLD9evXkZiYiMGDB+PLly9wdHTE6dOnoa+vj9DQUJw7dw6GhoasVfxP7IeHDh3C9OnT8fDhQ1SuXBmXLl3C5MmTcePGDbaGmEwmg1AoxIABA3DhwgVs3LiRja3TRsxZTkhMTMSqVatw5swZnD17Fi1atGDfqzlz5uDLly94+PAhxo4dC3d3dwAl1wY+Pj4YN24cvL29ERoaikePHuHFixdYt24d+vbtC+D36Er9eb9//w4rK6tcZZFIJNDT08OGDRsQHh6OPXv2gMPhaK3fpqenw9HREc7OzujV6995tKOjI4KDg3H9+nXo6enJS5cu/TMpKYnTrVs3i1OnTiVVrlw5L5NVkWPO0tLSOC1btrRs0aKFzMvLK+X69evCUaNGmR09ejSpY8eOrBmP6YMFQImRMwD/ZXEsriyOOWX2SUlJoZs3b1JAQADdvn2b3Z9XhsKiZgVUl2f//v2ko6NDd+/e/eU4JttOScpTUN2oVKo8ZSmOrIlKpZI+ffpEHA6HKlasSOfPn89R/pKWh8kepZ6VKiMjg2JjY+no0aPk5/dv38yaXa24od5ejx8/pgsXLtCdO3coISEhz+NLCgVpq5IEc/13797RokWL6OzZsyQWi4mI6MePH9SlSxd68uRJicqQGwIDA2nAgAFsZr6oqCiN33Nqw98FpVJJT548ocWLF9POnTt/tzi5IreMcSkpKTRx4kSqUqUK+fj4aFGqzKymnTp1orlz55KHhwddunSJmjZtSnv27CEiolevXtGiRYvY41+/fk2vX78mosxnypp5sDgy48XFxZFUKiWFQkFz586lvn37sr8tWLCAZsyYwf795MkT0tXVpcuXLxNRZibCQYMG5fiOFwdEIhFJpVL2bxcXF/bdiI6O1ji2pMfb/EJ9bHvx4gXp6OjQ2rVr2X3v3r2jZs2aka+vL33//l3j3KNHj9KGDRvYv7WdrTExMfGXeyYkJNDMmTPJysqKHj9+zO4fM2YMcTgcrWWXdHNz09BNUFAQGRgYUIUKFejSpUsldt/84tixY1SnTh3au3cvuy8nfXz9+pUqVKhAhw4d0pZ4LA4dOkQcDoeaNWtG586dY/f/+PGDHB0dycjIiDw8PBS3b9+OHzJkiNja2jqDyeSYy1akbI3Mtnfv3qSJEyemM3+3b99e+vfffyvnzJmTNm/evLS1a9em5CFHiWZrzGnTjsP0/3GQ2koHU9+GKWJoZGTEBsFmd3xJgbn+0aNHMWXKFAQHB6NRo0ZITk6GQqGAjo4OjIyM2FovJSXPn6gbBlwuF1WqVEHPnj1RrVo1rF+/HlKpVMMSQ1rw2WZiF1JTUzF//nzEx8fD2toaTZs2Rfv27TFixAjW1aEQKzwFhrr7zLJly9CoUSOEhYXBwcEBs2bNgrGxsUYbaaO9/oS2Uu+bNWvWRMOGDfH8+XOcPn0aDg4O2Lx5MyZNmoSmTZuWmAy5IT4+Hrt378aZM2fA4/Fw+vRpTJs2DXPmzMGMGTMAZI4HnTt3ZrM1/m5wuVw0aNAARAQvLy/4+vqycVvaHAvyQmBgINLT0zFgwAB2HyOfSqWCnp4e3r59ixUrVqB///5akys4OBgbN27E6dOnERoairt372LSpElQqVS4cOECQkND8fz5czg7O7Pn1KtXj5Wfy+X+8s4U9R26ceMG1qxZg2bNmsHKygpt2rTB9evXsXfvXkyYMAFDhw5lk5IAmcH6jx8/Rr169aBQKGBgYICDBw8We/1C9f6kr6+vsU8gEODbt2/YsGEDLC0t4ebmxp73JySlUZf95cuXaNCgAQYMGICXL1/i2rVr6NKlC+bNm4ePHz9i1qxZMDQ0RLly5WBra4u+fftixIh/a4lq2xr04MEDTJ8+Hdu2bYO1tTV7b3NzcyxYsABEBBcXF5w9exaVKlWCo6MjGjVqxMbHlpS8zDf169evyMjIYO/Vpk0b2NnZwdDQECdPnoSNjQ07V9I27t27h7lz57JZVblcLpydndl5GyNTTEwMfH19sWzZMowbN+63uK43aNAAnTp1Qo8ePbBu3TqoVCrY29ujbNmyOHLkCJYvX46DBw9y9fT0jIVCId29ezeBy+XmNqcpsuWMgbOzsyQ2NjYDAFatWmUgl8s5b9++jUtJSeGcOnVKz8/PT7dZs2byTp065TcormQtZ//gvxi0YoB66vOOHTtizpw5GoGROR1f0vjy5QvWr1+P/v37o1GjRvj48SOGDh2Krl27YsiQIWxR1JIceP5U3ahDV1cXZmZm6NevHzZs2ICAgAAAmS4D2hiUeTwexGIxmjVrhoyMDNSsWRMvXrzAjBkzWJdGZiKorcnCpUuXsGTJEpw+fRq+vr5Yv349vLy8EBkZ+Vsnzb+rrdQnSBcuXMDu3bthb2+PSZMmwdbWlnUfVieM2kZUVBQba6RQKBAfH48jR47g0qVLbJIGFxcXrZMzmUyGjx8/5vg7kw1v+vTpGkk1/hRy5ufnBx8fHwwYMADJycmQSDLnC4x8XC4XAoEAu3btwrBhwwBor/0NDAxw4MABmJubo0GDBvD390dMTAz69euH3bt3o0+fPti4cWO2E7aS0G9ISAhLGHv16oXk5GT07t0bixcvRnBwMKZOnYpJkyahWrVq7Dn16tVDvXr1MleM/0myoZ4QojggkUjg5eUFiUSicU0mZkYgEGD06NFITU3VIGd/AtTHnv3796NDhw4Qi8XYt28fuFwu9u7di9atWyM+Ph5JSUm4c+cOzpw5g/Lly+P8+fO4deuWxvW0TTRat24NS0tLLFy4EE+ePNGIJ7WwsMDkyZNhYmKCFy9eAADat29fIuQsa19i3P9GjRqFAwcO4NixY0hJScG5c+fw+vVrdO7cGc+ePUNKSspvIWcqlQqfPn3CrFmzsHbtWjRq1Ajnz5/H/v37AWS2IxPHaWBggPDwcMybNw9Lly5lz9cmmPjvWrVqoUuXLli3bh2CgoIQEBAAqVSKJUuW4MSJE4qAgIDE69evJwqFQsjl8mInZ0w8HKMbpVIJLpeLMmXKqADAzs5OGhQUlGBmZkaVKlVSDR48WPrlyxdeZGRkfidXWiFnAP5zcSwuF8eXL1+StbU1OTs70+jRo2nkyJH06dMnIsre7aokXOayu8/+/ftp0KBBNHbsWDI3N6cNGzbQvXv3aPv27dS3b1/WFF6SLnwF1U1JyqN+P8Z15cCBA3TgwAFKTk6mDRs2UNOmTalUqVK0evVq9pySdnG8cOECtWrViv07MjKStm/fTuXLl6cDBw4U6doFgUqlIrFYTC4uLhrPT0TUoUMHtviuNtwaC9tWJSnH/v37icPhkK2tbb6O1zZcXFzYIt2Mzu7du0dTpkwhkUikdXlEIhHZ2dmRp6cnpaamsvtzK+j7pxSCJcp0XaxVqxZ5enrS+vXraeDAgeTm5kYeHh5ElOmmdfbsWY1ztCm/TCYjhUJBMpmMiIgGDBhAEomEIiMj6dq1a1qX69WrV/Tjxw8iIkpOTqZWrVqxbrYSiYQCAwMpODi4xOVQh1gspnbt2rFudIx7mLrr4p49e6h///7s39p2AcwJ6m3m6elJJiYm9PDhQ3ZfWloaubi4UNmyZSkgIOCX89PT07UiZ05Q13H//v2pXbt2FBISwu5n9NyzZ086cuRIicmR1W3/ypUr9PTpU3ZM2rt3LxkZGZGtrS1Vr16d1aWNjQ2FhISUmFw5ycggOTmZwsPDiShzTuDu7k49e/YkT09P9pi0tDQi0uyz2u6/SqWSFAoFDRkyhO7fv09JSUm0ceNGqlChAnE4HHZMiIqKktE/LoIKhaLY3RqZotfJycnRTk5OouHDh4uXL1+e8u7du18KUEulUvb/tra20lOnTiXmII9W3RrVt/8saMUElUqFESNGYPXq1bC3t4dCocCyZcsQERHBFoZUP7a4QWqrbHfv3sWJEydw+fJljBkzBv3798eTJ0+wZMkSzJo1C23btsXEiROhq6vLFlMtSfwJumGgvmrMrNz8/fffOHz4MExMTNC/f38kJiaCx+OxrpjaWMnX09MDkBloq1KpUK5cOYwZMwZz5szBzp07cy2GXFRk1Y+enh6mTZsGGxsbAP+2iaGhIZsdkMPh/FJXpCRkYfA724q55oEDBzB37lwcPnwYHz9+ZGux5XS8NkGUmemwRYsWePToEXx8fMDj8fDx40csW7YM7du3Z926tAWJRIKBAwdi/PjxcHZ2hkAgwNWrVwH8WxA2MDDwl/P+FMtZSkoKjI2NcfLkSezevRvPnj3DgQMHMHDgQHz58gUhISGQSCQoV66cxnnalF8gEIDH47FpyRs1agR/f384OTmxGd+0KVetWrXw119/QS6Xw8TEBGXKlIGZmRl+/PiBoKAgdOnSBdbWmfUk1d/1ksSDBw+wePFi6OnpwcXFBePHj8eNGzfYMSUlJQWjR4+Gj48PgH9X3P8EMG126NAhuLm54datWxo1HsPCwrBjxw507NgRnp6e8PX11fieFrclsqBQz9bp4+MDS0tLzJo1C8HBwZDL5eByufj27RsiIiJ+eY+KE+oWyEGDBmHHjh1wdHTEhQsXAADjx4/H69evcejQIdy8eRPdunVDaGgo4uPj2W9zSUJ9/vbhwwe8f/8eX79+hYmJCapUqQIgs0zH2LFj0aJFC/j4+ODs2bP4+vUrHB0d8fnz52LPdJodciqPweVywePx0KxZM1y9ehWmpqaIj49Heno66tatCyapn7q1rLgtZ0yoSEpKCqdp06aleDweatWqJT906JDBkydPfim4xtRBc3BwME1LS+MOGDAgr8x02rOc/YM/YxT6H0N2g12jRo0wcOBAlCpVCj179oSDgwNLRD58+AAej4fY2FiIxeISeXmYl9PT0xMODg44dOgQVq5cienTp8PBwYEdkIDMiROfz4e1tTU7gOeF/I7v2tJNujR/5EB94GOyNbm5uWlMrhs0aICqVatCJpPBxcUF9erVw/jx47F8+XJ8+PAhXx+3D7Fp+ZIH+LVgIpBZ2yQsLAxHjhxhdWBgYID+/fujZs2aePbsGfs8xQl1/dy5cweHDh3ChQsXIBAI0KZNGwBg6zqZmJiwE+tv377B3d0dCQkJJSJLSbZVYbBt2zbMmTMHFy9ehKOjI4YOHYpz58799npnzPNyOBxwuVzY2dmhRo0a8Pf3R58+fTBx4kSMGTNGI3ZKW7hy5QqGDBmCHj16QCwWw87ODk5OTti4cSOAzFIAcXFxWpcrP4iOjoaTkxOePHmChg0b4vTp0zh06BBMTEzQqlUrJm0zypUrp7UC7QBw+/ZtBAcHA9AcC5iJUmhoKMaOHYtJkyZpZGgsaai7Cv5JhBHITE2+Y8cOzJs3D66urujfvz9mz56NO3fu4OXLlzh16hSbcZOI/oiYM3W8fv0a06ZNg5ubGxo3bszuHzBgADZt2gQ+n489e/bA0NAQu3fvhq+vb7bufNrCly9fNMbFrCStTJkycHd3x+TJk+Hp6Ym2bdvCwcEBHTt2LFG5jh8/jrlz5+LkyZPw9/dH+fLlcefOHQCZfaRixYqoVKkSLC0tERwcDBsbGzg4OLAZMUsK6t89Ly8v9OrVCyNHjkSbNm0QHBwMLpfLtmf58uUxatQodOnSBVu2bEHlypVRv359VK5cucTbmIkVk0gk7EIbEwvHyFe5cmVERkZi7969OH36NPbv348+ffqwGWXzQJFizng8HqRSKXr37m1ua2ubsX///pRFixaJFAoFLly4oBsVFcV9//49D8gcrwICAoTt27c3f/PmjeDhw4c/+Xx+bovOWidnAP5zcSyoi6O6GfrJkycUFBRE9+7dY/epm/T9/PzIwcGBJk2aRJcvX6Y6derQ9evXiShvFz6v+58L/HxBQUFUtmxZevfuHRERnT59mjp16pTtsd++fSMrKys6fPhwnvJEJ0to+snned6/uHSTlzwfY9Oox9ZfM1LmhoMHD5KFhQW5u7uTs7Mz2draamSO6tKlC3E4HBo0aBARZboTqLs25CbP3Q9xVN/9V/eS7MC4diUnJ5OrqyuJxWLWHeHEiRNkYGBAx44dI6J/3RQWLFhAjo6OBXreguLAgQNkZmZGDg4OVL16derYsSPrzshg6NChdPToUYqOjiZjY2Nas2ZNichS1LYqCQwcOJDu3LnD/n3+/HmqUKGCRjY8bUP9fXv06BF9/vyZiP59z75+/cq6lmQ9XhvYsmULDR8+nIgy+zuTRbZ169asG+bvki0vJCYmkre3N40ZM4aeP3+u8VtkZCR16NCBAgMDtSqTv78/OTs7k0wmI6VSmW2fu3jxIp05c4b9u6T16ufnRzdv3vxlPyPbkCFDyMTEROuZLbNi1apVZGNjQxJJpiv6+fPnWTfV/wWMGzeO7Ozs6MKFC0RENHjwYA2XeKJMd+Jhw4bRxYsXf4eI9P/Yu/K4mrb3/ZxOkwpRGTJHCDdTVFQoJQoZM2QmuZmiEJUx85hQoeia52TKPM9kigyJpHmeh9N5f390977n1Gngdk79vvc8n8/50B6f/a61117PWu96XyKid+/ekYGBAfn6+lJaWprQPsHv/86dO2nGjBn0559/kr+/P7tdXO1ofHw8DR8+nG7cuEFERKGhoaSoqEgDBw6kXbt2kZubGxv5MiMjg1avXi1UPyTRPu3bt4/q169PDx8+pFevXtGkSZOoY8eOlJ6eznJgbHjt2jXicDi0ZcsWiXLMysoiXV1dateunVD/gOGVmZlJrVu3JnV1ddYVNyYmhuUWHx/PujhSFbk1Cv5+/vwZt27dOjYio5mZWV6LFi1427dvT1u4cGGmhYVF3rVr15KIKCY2NjbO09MzvaCgIIaIYph/Rfwk6tYo+Kt2sfU7v5qwBs3Pz49atmxJBgYGZGBgIBTuVrCRefjwIVlaWhKHw6Fly5ax2ysSZy2X/Pp6uODgYLKwsKD8/HwiIkpKSiJdXV3y9vYmFxcX1t96z549pKmpSStWrKiQDyPOJGmb8vgw4uxX+Hz//p06duxIt27dYv/u168fPXv2jF27ceHCBXJ3d2dtJ4jy1qAx4qwyfBhxlp6eTtra2jR27Fih/QUFBbRjxw5SVlYmb29v9gNna2srFJa6vLqz717EL9edr1+/ko6ODt2/f5+IitcMjhkzhmrXri308ZwzZw5NmjSJmjVrRsuXL/+le1QWVVFW/xblXUNw7dSwYcNoyJAh1R6G+9ChQ6SiokK2trb05csXkcdUhwCKiYkhV1fXUkLG0dGRjhw5InE+lcHXr1+F/l6yZAlNmDCBXrx4QURE3759owEDBlBAQIBEeSUmJpKamhrdvn2bvL29adKkSbR8+XI2DHhcXFwpISmJMre0tCQTExN2oILP5wvdV9KCsSTCwsKIqHjAcNq0aeTs7EwZGRnk4OBAnp6eEuVSGQjaJyoqiuLj49m/Z82aRYMGDaKePXuWEmcfP36slucRVZ5Lly4lMzMz8vf3LyXSBFMbEAm3p+Ie5IqMjKSioiKKi4uj7t27k6enJ2VnZ9OpU6dozJgx5OTkxPJjhLwkeBERhYSEkLy8vFC7eOjQIbKysqLExEQhu6WlpVGXLl1oyZIlEuXI4/HIycmJ+vXrR25ubmRlZSW0Fo7H4xGPx6PTp0+z750g+Hx+WQLtt8WZqDD9ubm5MUQUc+vWrcRp06ZlM9tfvXqVMHLkyBxHR8csZq0a8yv5N9UAcUYkXYP2W7h27Rrc3Nxw+fJlXLhwAePGjWNd0IDiaV8mbKuGhgZCQkKwadMmrFmzBkD566wuv4vDyuAw0G94auXn5+PDhw+4ePEiwsLCMHHiRPD5fCQkJODVq1cwMTEBn89HcnIyFi1aVGG0HyJgw5VwnA39WWkO4rRNVh4Pc46G4n1sRqX5AMVuN6qqqqx7XvPmzZGSkoKNGzdiwIAB8PT0hJWVFVatWgV5efnikQsBlOU68Ck+E45HXiIjt3LulrKyssjKykLXrl0xcOBAHDlyBACQlpaGvLw8cLlczJ07F76+vvDw8IClpSV69uyJsLAwbNiwocLrX3gTgzUXP/xy3ZGRkUGDBg3wxx9/oKioCLq6uhgwYABq167Nhj4HgOTkZAQGBsLJyYlNHlrVawbFVVaVBdE/7ibh4eH4+vUrPn36xO7ncrnsM9vZ2SElJQWRkZEAJB81CyhOLrxz506MGTMGSkpKWLVqlcgoqZJ0cWLcmVRVVdGiRQs8efIEGzZsQEZGBhYsWIDs7GyMHTtWYnwqi5ycHCxYsIB1wbxy5Qru3r2Lrl27Yvfu3Xjx4gVatGgBLy8vTJ48GYBk1va8efMG9+7dQ1BQECZOnIgnT55g0aJF6NatG65evYrPnz8jOjoaWVlZQudJoswtLS3B5XKxYMECPH/+nI2Mx3xzhgwZgpEjRwKQXNoE5j08c+YMXF1dkZKSgu7du8PDwwP16tXD3LlzISMjwyZGrykQtM9ff/2F6dOn48mTJ8jIKP7e7d69G+3bt0d8fDycnZ3Z8yIjI9G3b1+kp6cLXUuSfN+8eYMbN24gKysLnp6e6N27NwIDA3HmzBmWF5PeJzw8HK6urgCE10qJI1qjoKtly5YtISMjAxUVFfj6+mLp0qVQUlLCiBEjoKWlhUePHrHfHUVFxSrnVRF0dHTw48cPfP/+HUBxHbh27RqGDh0KS0tL/PXXX7h79y7q1q0LPz8/rFu3DoDk0iYUFBSgQ4cOWLduHezt7dGjRw+hqJJcLhdcLhc2Njbo0KFDqe9hGe/+b7s1MmsYCwsLkZiYyMnNzQWfz2fLrm/fvoX79u1LZ7h37tyZ16BBA35MTAyXKWcGJf/+G9Xj1igAaR6038DXr1/Rt29ftG/fHkBxGNljx44hKCgIMTExmDVrFhQUFJCZmYmNGzfCzc2NDd1b3stUWXFW1oduxIgRePXqFW7cuIENGzYgLy8Pb9++BVCcO2XatGlISkrCsmXL2HPK4vM74gwQn21+V5wBxQE4srOz4e/vj8ePH+PKlSsgIjg6OiI2NhYODg7o0KEDm7+oMp2IXxVnQPHzubq6gsfjwc3NDQAwe/Zs/PjxAzExMejfvz9mzZqF8ePHw8DAAFFRUcjNzcWAAQPY0OllNCS/Lc6A4pxA79+/h7+/P+bPnw+geAGtqakplJSUEB4ejsGDB2Ps2LHo0aMHe4w4PgziKKtfgeBi8s2bN6NOnTpQVFSEk5MThg0bxnZAgeLOqZubG7y9vbF9+/ZqC8VsZ2cHW1tbPHv2DIcPH8bKlSuxfPlyaGlpCeWYkcSHnKmjOTk5+PTpE9q2bQtNTU3cvn0bS5cuRVFREQICAiTG51egpKSELVu2YMOGDRg3bhzS0tJw4MABaGtr49ChQ9i0aRN8fHzQtm1bAJIRHEVFRfjx4weCgoIwevRoXL58Ge3bt4eMjAy0tbVx+/ZtFBYWSjT33ps3bxAeHo7Ro0dj+PDhaNasGdTU1ODm5oZOnTqhf//+aNCgAXJycoTOE7et8vLyoKioCBkZGYSFhWHlypUIDg5GWloa7t27h6FDh2Lp0qVITk6GmpoaAMnklawsBIMRLVq0CL6+vjAwMECdOnVYnlu2bEF2djb279+POnXqoGnTpujfvz8cHBzg4eFR6lrigmDdDwwMhLe3N3R1dcHhcGBqaoqVK1di9erVCAgIABFh6NChUFNTw/v379GzZ08sXrwYgHjED8Pr2LFj8Pf3h4eHB4yMjAAUl7eysjL7vuTm5qJWrVro3r073r9/j9zcXCgrK0s8UJGFhQXy8/OxYcMG5Ofn4969e8jNzcXPnz/x/v17vHjxAr6+vvjw4QPOnDmDPn36ABBvG8rUOT6fj8LCQtSqVQvjx4+HrKws5OTkMHXqVADA2bNnUVRUhJkzZwIA3r9/j06dOlWG178Kpf/3OmDOiBEj6hUUFHDy8/M5M2bMyJ44cWIuEwCEsQ+zxjQ2NpbbsmXLynTaql2cAVKBJgR5bvkVimmUcnNz8fHjRzx+/BgdOnSAu7s7MjIycPnyZdy8eRP379/H4cOHUbt2baxYsQKampoAql6cXbx4ES9evED9+vWhp6cHAwMDrF69GkVFRdi0aRPy8v4JSlNYWIjCwkJkZmZCQ0NDKIdP6Xv8ujgTp20qK84EbZOeno66desiPz8fqqqqCA4OxqVLlxAREYG0tDS8ePECsrKyKCoqwqFDh36pkfsVcSb4XDIyMhgyZAgSExOxbt06PH78GFwuFxs3bsS9e/cQHh6OjRs3YsOGDWjdujVat27NXoeJUCQKlRVnouyTl5cHDQ0N7NmzB5MnT8atW7fQokULHDt2DDdv3sSTJ0+wc+dOzJs3D9bW1iKf63cgqbL6HQQHB8PV1RU3btwAEeH48eO4ceOGUALigoICKCkpwcPDA56enoiKimIjSYoLogRBly5d0LhxYzYAD5/Px9GjR7Fy5UosW7YMbdu2RXx8PGrXri32KI58Pp9NuN63b1/IyMigVq1aaNmyJfbv389+JIGa1TEWhJaWFhYvXoypU6eia9eubG4fa2trGBkZQVVVlT1WEp04LpeLvn37QlNTE5s2bcK0adPQoUMHAEB8fDxevnyJ1NRUsfNgwAjGS5cuoVatWujfvz8OHTqEM2fO4PTp0/Dz84OFhQW6desmMU5A8bthYmICbW1tHDx4EOrq6rC2tsbJkyfx48cPpKWl4datW9i+fTsrzohqXkCQ169fw9PTExcuXIChoSG7PTs7G7m5uWjYsCF8fHwwa9YsrFixAqGhoVi0aBErziQ16CEoJl1cXHDx4kV07tyZbWMiIyPh7u4OLpeLAwcOoF69etDU1ISlpSXmz58Pd3d3sfK7du0aHBwc0K1bN3h5eQEAjIyMSpV3rVq1EB0djblz58LV1bXKk6OXh9OnT+P58+fsTNjgwYNBRFi9ejUSExNx69YtqKurw8TEBCYmJpg4cSIyMzPRsmVL9hriKmtmoC0rKwsrV65Ev379hCIB8/l8NGvWDNOmTQOfz8fFixdRp04dXLhwAfLy8uwgXDn4VwFB/v7OcPT19dWNjIwKFi9enLVjxw7l/fv3K1laWuY3a9aMDxTbp6CgAMnJyTLOzs51Pn78KHv8+PGKGswaIc4AaRRHFvJcGWwapSu0rSz3qdmzZ6Ndu3bw8fFB7969ERMTg7dv38LHxwfbtm1DREQEEhMTAYAVIET0S+JMs66iyGMFG0bGzcbLywsHDhwAj8djPzpxcXHYu3cvQkNDcfv2bQwbNgxjx45F69aty+1YlCXOerVWqxbblCXOZppoleIj6B4yefJkDB06FLt27UJSUhKaNm0Ke3t7mJqagsvlsmInJSUFYWFhlQ6lW5Y4U5AtzZ/H47EunS9evEBUVBTMzc0xb948vHr1CnXq1MG9e/dgaGiIRYsWwdjYGPfu3RMS1gzK6kiIEmdN65V+lrLss3v3bqSlpWHEiBG4desWmjZtisaNG+PkyZPo1KkTVFVV0bNnT6HONfDvPgySKqvfxdOnTzF69Gjo6uqic+fO0NXVRXR0NJ49e8aGhWfs0aFDB6xfv16i4iwxMRFxcXFsVLyGDRuy0aesra0xbtw4FBYWYseOHbh8+TJMTU3x6NEjsfID/nFftrS0hKmpKZ4/fw5XV1fExMQIuYmWk5y0WlCyLdPS0oK/vz9yc3PZzpOqqqpQx0jc+PDhAzsiraysjPDwcERERODgwYM4f/480tPTMWbMGEydOpWNtioJMIJx3rx5OHLkCCIiIjBr1ixMmTIFKSkp2LZtGxvBUZLgcDgwMzPD27dv4eHhASUlJYwePRrGxsbYvn072rZti/r165c6p6YhIyMDHTt2hKGhIfLz85GZmQk7Ozv2nfL29gYA7NmzB507d8amTZuElipIckb67du32LhxI44dOwZDQ0O28z5q1CjY2tqys+aDBg3CmjVrYGhoiNmzZ1dqOcPvgoiQnZ2NFy9ewMPDA8uXL0f9+vWxdevWUqlqkpKSsH37dvTs2RMzZsyAo6Mjew1JQEVFBRs2bMDKlSvZbUOGDMHatWvRtGlTHD58GB8+fGD3qampsW2QON3pBQfaevTogdjYWDRu3JgNSw+AjSzZtGlTzJ49G0ZGRpg6dSpCQ0Ph5+dX0S3+dRJqPp8PZ2fn2l27di3cv39/etu2bYt27dqVkZGRIXPu3DmhzvPPnz+5f/75Z90vX77IhoaGJsrJydW8aI1lQDqDhn/EmYHWPyJEsEN069YtfPnyBQ0bNkTHjh3RunVrHDt2DNnZ2Vi+fDl0dHTY82RkZCAnJ1eqoSzrY1CWONttV7bLytmzZ+Hm5oazZ8+yo0L79+/Ht2/foK6uDlVVVWzfvh3fvn3DhAkToKqqirlz58LFxaXUswmiPHG2caSuwHGSsU154myqUSuR1/D394ezszOOHTuGq1ev4vDhw7CxsYG6ujqA4mz3r1+/xuTJk9G1a1ds2bIF06ZNg4WFRZn2ZlCeONsyurPQNmbGKyMjA2ZmZlBTU0NUVBQmT56MRYsWYf369WyDl52dDWVlZfTp0wcBAQFsWPuKUJY42z2+9Oh1WfY5dOgQbGxsoKqqCj09PXTv3p099suXL5g1a5aQ60xVQBJl9TsQnAX+/v07vnz5gjZt2iAgIACxsbHYsGED2+lYsGABgOKw/7q6ukLniwOCrpd79+5FXFwcjIyM0KtXLzg6OkJWVhaFhYWQk5ODlZUV6tevj1WrVsHKygpLly6FmZmZWHiVxM+fxW3H7NmzAQCDBg3Cxo0b8eLFC4SGhsLS0hIaGho1YgYtNTUV9erVE1lmWlpacHFxwbJly/D+/Xt21kpSUFdXR61atbBmzRp06dIFhw4dws6dOyEnJ4etW7ciMjISvr6+6NixIwDxu1t++PAB27dvh6+vL5SVlfHx40dERERgy5YtUFNTQ5cuXTBlyhTUqVNHbBwqwpgxY9CsWTO8efMGnp6ecHBwgLy8PPbs2cOG0wcktxbud6CiooJLly5h165dICIcOXIEeXl5mDNnDr5//w4PDw/o6urCxMQEu3btYs+rDnfhqKgotGjRAv369WNtOm3aNHz//h06Ojrw8vJCfn4+lixZAh6Ph5kzZ8Le3r7K+ZYsT2VlZYwePRp8Ph9t2rSBoqIiAgICsHXrVgBg3R2VlZXRqlUrrFq1CtOnT69yXhVxHjBgAK5cuQIbGxvweDysXr0aAGBubo7c3Fxs2bIFWVlZmDJlCtq1ayd0vjg5MgNtZmZm6N+/P3bu3CnyOD6fDy6XCw0NDVy6dAnt27fHs2fPwISrF+Xx8+LFi6yBAwf+9pozOTk5ZGZmclJSUjiDBg3Kj42NlQGArKwsjoqKCrVu3bqU8mrVqlXRqlWrMnV0dHiC30kRqFHiDIA0iqP20kt0LjSajYJXEnv37qVGjRrRjBkzqEWLFrR69Wri8/ls1Bxzc3MyMzOjpKQkCg0NpaZNm9LmzZsr5CIYrVGQj+Ha6xQalSqSC1FxtJ5169axYapfvHhB8vLyNHLkSFq3bh1NnjyZdu7cyR4fExNDCQkJQueLgmC0RsHfWL9H9CMlW6K2ISKhaI2Cv7UX35dZVrdv3yZtbW02GuHNmzeJy+XSxo0bKSwsjI1w9+LFC7KysqI5c+aQn59fhbYhIqFojYK/tssuUfDrnyL5ZGZmUvv27cnBwYGIiqMg9uvXr8xIZhMmTKDBgwdXGOlMMFqjIJfe62/Q6x9l152K7CMYpv3hw4dkYGBAHh4e5XL5XYizrCqLsuz87t076t27N40dO5Z0dHSoS5cuRFRsl23btlG/fv0oOztb4hHpLl26RBoaGvTo0SO6desWOTk5UevWrYXKiIl0+fnzZ+JwOELvmyQifYWFhVGbNm3o2LFjFB8fT+fPnycul0uTJk0iU1NTatGiBSUlJYmdR0W4du0azZ8/n16+fMlu4/F4pco0MzNT0tRYJCUl0cyZM6lOnTr0/v17IiqOABsSEkIPHz5kj5NEPUxISKB58+bR6tWrKTg4mAYNGkSPHz+m169f05QpU+j48eNEJPl0E4L3+/jxIxvtdvLkydSwYUM6c+YMG4GTiKo94mp5YMrRx8eH6tWrRyNGjKDFixez+3/+/EkGBgb0+PHj6qIohL1791LPnj2J6J9yYNL2EBFZW1vT4MGDS9WJqqwjgnV/7969ZG9vL/K4x48f08yZM8nGxoY+fPhAcXFxNHfuXKH3WxJ1Nycnh/0/01Y/fPiwVFtNVJwK4o8//hB618UJwYia79+/p0GDBgntv3TpErm4uNDs2bPp+fPnRFRss4sXL5K5uTn7PILXKQllZeUXVHEfv1S0RiYEfmpqamzz5s15K1euzBDczkRhHDduXI67u3sGc97FixeTMjMzY5m/eTxejYzWWNav2gn8zq+qBFpJcVayY3v8+HHS0NCgBw8eEBGRvb09GRsbU25uLvuixcbGUuvWralLly6kq6tLa9euZc8v78NZkTgrq5NNVPyRyc3NpezsbJo0aRIryCIjI2n9+vVkZmZGnz59KnVeeXwqEmeStA0RVSjORNnn6dOndOFCcYj5d+/ekaKiIjk6OtKhQ4do5syZNHToULbj/6sfjYrEWUk+fD6f5s+fT46Ojuw2U1NTatKkCe3Zs4d8fX3ZTtedO3doxIgR9Mcff7CNXHl8KhJnZdWdytiHEWmZmZn09OnTStvnVyHOsqoMBOvfkydPKDg4mJ4+fUopKSlEVJwH6+fPnzRp0iSWJ1FxjrahQ4eWChctCXh5eZGLiwv7948fP0hbW5vq1KkjFGI7OzubZsyYQe7u7uw2cXQ+mA9xyQ/y8uXLaeTIkdS/f39SVlZm8xsmJiZSt27d6OzZs1XO5VcQEhJCI0eOZMvw48ePQvvj4+MpKyurOqiVQkpKCjk6OtLq1avZbdUlMkQJxrS0NLpy5Qo70CIpCNa5J0+esGXo5+dH+/fvp8GDB5Oenp5Q2PLqyFVYEi9fvqQnT57Qmzdvyj0uPj6+1IDBly9fqGPHjkI5IasTFy9eJDk5OTbFAgOG88WLF2nKlClsHq+qRklxVrduXTb3FgPBd+XBgwfk7OxMffv2JQ6HQ6tWrRILr7I43rlzh9avX0/R0dFCx4wZM4batm1LioqK5ObmJrSvZNoPcSMzM5MCAwPp1atXJCsrSx8+fKC3b9+Sh4cHcblcGjJkCPXt25fU1NTYNkBwsLI8cUZEBOA5/QtxpqWlxRMMnU8lhJetrS0r0IYMGZJraWmZKyoUP/0/EGf0XxZoosQZ07Hl8/mUlZVFjo6OdPHiRSIqHslXUFAga2tr2rBhA82aNYuuXClOTlxUVEQfPnygz58/s/eq6GNQkTiLS88Vernj4uIoPT291AsQExMj9Pfdu3epcePGpTodv2IbUeJMkrYRxaekOBMUIRcvXmTzlmRnZxNRceLlo0ePssfcu3ePevTo8dsjvRWJM1GiKDw8nJ29nDVrFunq6tKHDx8oKCiIpk6dSra2tpSVlUUXL16kYcOGVWoEiqh03SkpzkpyuXHjBtsZZcRzRfYRRFWO0EuirH4Fe/fupRYtWtDgwYOpffv2tH//fvaeOTk5pK2tTYsWLSKi4g5Ss2bNyMvLS2x8RIGxv7OzMxkZGQntc3JyIicnJxo2bBh9//6d3S6YoFqc4iwtLY20tLTo4cOHQp2h5ORkNhm9IAwNDYUEr6SRlZVFY8eOZW1y5swZql+/Pk2ZMoU95vDhw2JPfP4rSEpKIkdHR5o9e3Z1U6kRgrGoqIjWrl1LO3fupKtXr1LHjh1pwYIFNGHCBNq9ezdNmTKF/TbVJISEhJCFhQWtX7+enJ2dhRL4EpGQ94lgxzwrK4vev39PDRs2pDVr1kiMb0RERIXiasSIEaStrU3fvn0T2v7161fS1tYWypMlLuzdu5dN8CwIxraCNj506BBxOBzatGlTqeOqGoLXffToEc2YMYO6d+9OmzZtYvPDDRs2jHr37k1ExbN8KioqtHTp0nKvJU6cPn2aOnToQETFg+4cDocMDAzIyMiIzU3648cP6t69O506deqXOVYg0MpMQp2enh7bqlUr3syZM7MEtz98+DDx+/fvcczf9vb2Wbt3706dNWtWlo6OTmF+fn6Z+dKohosz+q8KNFHiLDYth+3YCiYpLCgooMTERBo4cCA7Bf348WOaN28ejR49muLi4krdpzIVtSJxFpv2z1T48ePHacSIEbRgwQKKiooSugfToDNJe0NDQ8nAwEBIEP2KbUSJM0nbpiQfUeKM4VNYWEhGRkbUpEkToVkNxi6CnVMjIyO2A/6rqEicxaRml/mMRUVFpRqzkydPUosWLUolFq5InJXkIkqcCQq0zMxMMjExoe7duwsldq5q+1QGkiqryuLw4cOkpqbGjroOGjSIJk2axHIlIrpy5QopKiqSiYkJtW3bVqhjKokPuyCio6NJU1OTpk+fTm/fvqWDBw9SmzZt6NatW6SjoyNS+IiDI9MhT09PJx0dHZowYYLI4wIDA0lBQYE+ffpEGRkZZG9vTz169KhWN7Pv37+Tnp4emwD49OnT9OHDB3JwcGBnuyXtuvrs2TM6ffp0ufdNTEysMTMn1S0YCwsL6dGjR+Tm5kaWlpbsYOSePXvIxsaGnbElEhY91Ylv376RtbU18fl8Sk1NpVmzZpUaRGV4njx5kho2bEg/f/6k6OhoWrp0KbVv315ollzcdfTChQs0f/58oXdV0I7M/UNDQ8nKyorq169PJ06coJMnT9KpU6eoQYMGtHLlSrFyJCpOhC4vL88OCDOYMWMGHThwQGhbYmIiNW/enJYtW8ZuE1fdECyf3bt3U6NGjSg1NZUCAwPJyMiIdu7cSZaWltSnTx+h80JCQojD4dCjR48k3g4VFRXRgwcPSEdHh+0rhISE0Nu3b0vN+hkZGdH58+d/+R7lCLQyxRmPx4sZPnx4Tps2bQqTk5NZd8VDhw6lNG3alBcaGprAbJs5c2YWh8Ohbt26FTDijJmBE/Gr0eKM/osCrTxxFpeeS8ePHycbGxsaMGAAbdu2jT03PDxc6FoHDhygVq1aUXJy8m9zKUucCXaymXVely5dEnI5K+mCk5+fTxEREdS4cWNav379b/MpS5xJ0jaCfEqKM0E+DNLS0mjAgAHUtm1btuMvKEaIimc/2rVrRzdu3PhXfESJs+jkTIpLz6X8/HyKjIwUskdJwcWUW1xcHOnr69O7d++I6Nc+uBWJs5IzaB8+fKCBAweSsbExaxdmto7Bv7WPKIh6JkmUVWWQkJBAo0aNYjtzL1++JEVFRRo4cCDt3LmTlixZworniIgIevjwIet3TySZD/vNmzfJz8+PgoKC2BH1p0+fUqdOncjIyIh69OjBijI7O7vf+mD+LrKzs6lt27ZC4oxx3xIc/be1taX69etT3759ydjYmK131SnSli9fTgEBAewMLlFxGU+aNIlSU1MlyuX69etkY2NDoaGhQtsF309Jd9SeP39e4wVjYWEhPXv2jGxtbYWEy5o1a9jZEUnbrTxkZWUJzWqvXLmSzp07R0TCg55XrlwhDodDly9fZs+7d++ekAARt+BMSEigGTNmEFHxOqhTp06x36mioqJSojc1NZXmzZtHnTp1Ii0tLRozZgx5e3uLhW/JWbH169fTH3/8QSdPnmTfZxsbGzI0NCx17qdPn+jSpUti4SWKI1HxmjxVVVWhGXlfX1/WVswgdmFhIXseMwgvbpTVBuvr65frQTBp0iQyNDT8rTa8DIFWpjhjfidOnEjp1atX/qJFizLT0tJiT506lVyvXj3+uXPnkgWP27x5c1rr1q15jCj7/yzO6L8m0Mpya2R+W7x2k7q6Om3cuJFcXV2pdu3apUZhmMb07t27ZGpqSrGxsb/FpSJxFpeeS5cuXSI1NTV2nRcDZ2dn2rhxI+s+l5OTQz4+PtS0aVMhv+pf7fSLcmusDtswfMqaOSs5Y0VUPFPUt29f0tbWFpqdiYuLo9u3b5Ompua/8jmvSJx9/hFPvXv3JkNDQ2rWrJnQejtRmDBhAllYWPzWR6IscSZKvDIIDw8nc3NzIZFGVHX2KQ8ln1HcZSUKot6Fb9++EY/Ho7i4OOrRowd5enpSbm4unT17lsaNG0dz5swRuRZJEh0/UQF4GBQVFVFycjK7Xu7Tp0/UqlUr1gVFEjh06BC1adOG/vrrLyIqFoj9+vUjDQ0Nsra2Fqr/T548offv37P1oDKzxOJEUFAQubq6kq+vL8XExNCXL1/I3Nycjh07JlEeL1++pCFDhrDv46lTp8jW1pZtR5lZPkmiJgrGslBUVETPnz8nd3d32rVrV3XTqRCCa8rc3Nzo7NmzFBUVRatWraKUlBQqKCigo0eP0t27d4lItJ0lYfuPHz/SlClTyN3dnaZMmUI7duyg7t27s8FWmPf4+PHjQrOocXFxlJKSItRmiksECQZKWblyJfXp04f++usvsrKyor59+wodGxcXV2pAUhLiLDAwkDgcDjk7O5c67tChQ9S7d2/y9vYWck2XBEdB5OTkkLe3N924cYP1utLV1aXAwECh4/Ly8uivv/6i4cOHU9euXX97oE2EQKtQnDG/U6dOJevr6+cPGTIkV1lZmR8SEpIkuN/e3j4rNDQ0gXFn/P8uzui/JtDKE2c+/oGkqKjIvviZmZlkY2NDW7duLXWd79+/U+PGjSsdkVAUyhNnTEfbw8OD7agyL/6IESNIRUWFjI2NadeuXewITHR09L8aZStPnEnaNkRUrjjbvS+AOv3RmZYsWUJXr15lhWp2djYNGTKEWrVqxXZybt++TT169KB169ax1/6dhq8st8a49Fz6Ep1ArbRa04IFCygsLIx8fHxIUVFRqMPM5/OJx+PRtWvXaNiwYZUOCCIK5c2cxaXn0pVb99lgH4L4+PEjWVhYUL9+/dhO4f3796vEPmXh8OHD1KVLF4mWVUkIfjRfv35dalF7Tk6OUDQ/ouJZFj09vVIfdkmgvAA8gp2frKwsunPnDjVo0ICWL18uUY7MOqARI0ZQmzZtyMjIiDIzM+nt27e0f/9+GjRoUCmbMudJGqI6tZcvX6bly5eTiYkJDR8+nA4dOiRxXgcPHqSAgAAiKg7wNGbMGJowYQL17duXsrKyyM/Pr1RdFSdCQ0NrnGCsCAUFBfTs2TP6888/hWaQa4KI/Pr1a5nBZoKDg8nFxYUsLS3pxIkT7Hbm/eDz+dX6DGvXriVLS0t2zfLJkyfJzs6ObQ+PHTtGysrK7EyfKIiLf3p6OqmoqNDIkSPZbcuXL6e2bdtSmzZthNbNRUZGkqKiolB0SUlg3759VL9+fZoxYwb169ePfHx8SnkU+fn5kYmJCa1bt45+/PghUX4MfH19ydramlq2bElt27Yla2tratGiBTk7OwvV3ZSUFDp48CA5OTmVGRyqMigh0EqJs5JRFouKioTWj509ezZZV1e3YOTIkTmpqamsu+PYsWNzmjVrxs6c/X9dc1byV+0Efuf3uwKtLDH0PSGNLAZaUW/jPuxUPhFRnz59hELWZ2Rk0LZt20hTU1PIv/p3GqLyZs6Y36BBg9iwwUVFRfT69WuaPn06EREFBARQhw4daO/evSLXPP0qRImz6rINkeiyikvPpe8JaTTQejBxOBzS19enBg0akIWFBY0YMYKCgoIoLCyMLCwsqEePHmxHQ3Cd1+92EEuKM0E+nbt2o379LdhjY2NjqXfv3nT9+vVS9zt37hxNmDCh0gFBRKEscRablkMRMUnUspUWjR8/XuTI3Lt378jKykpoRkZQzFVlBzovL49sbGwkXlaCEKx/zDsTGBhIiYmJpfYT/RNE5dy5czRkyBBKT0+XaEcpOzubHB0d2Y6PqAA8gmtsBDv5ROIRQMwoKXNtwb9XrVpFtra2Qu6CkZGR1KRJEzYVSHVCsOx27dpFGzZsENqfkpJCGRkZIo8XNy5cuECjR49mAz0xHUtHR0c6ePCgkOubJFDTBCNRsftzReupCwoKREYtrk5cuHCBFixYUOYarnPnzhGHwxESZ9WJuLg4oZDzDx8+pIEDB7LrtaKiomj69OnE4/EoMTGRRo0axQZiqY5Bl9evX1Pjxo1p/Pjx7LaNGzdSnz59WDEWGxtLjRs3lshaOEFcuHCBOBwOO+O4bt060tfXJz8/v1IizcfHhzp16iSUCqI6kJiYSD9//qRjx46Ru7s7aWpq0oEDB8qcDf1dF3UBgVbmzFleXl5MeHh4PJUQaiQg0vT19fMXL16cmZCQEGtnZ5ctGBCECbkv4vf/SpzRrwg0AH8CiASQB+AFAONyjl0BgMr4Nfj7mL5l7G9fEZd/K9AEXcGYWZDn7z7SQOvBNGHCBHr27BkNHz6c+vXrV+oaT548ETni9btcSvJhflGJ6WRra0sTJ04UOk+wAzFt2rQqiyhXk2wjyEfU7/XHr2Q1xIbmzZtH+/fvpxcvXtCECRPIysqKGjduTKNHjyYOh0MdO3ZkfeaJ/l3nS5RbY1x6Lr398p0MehvR+IlT6N69e0T0z8e3ZcuWNHr0aFq6dCk9f/681Gjq77p6VSTsH7x4Q126dKFp06aViq7F5/Np0aJFZGtrW+q64uicxsTE0IgRIyRaVqIQEBBA9erVo6tXr4oc1Rb84Pz48YOaNGkiNAAhSaSlpVFeXh6lpqaWCsAzf/58Gj16NCswBSFOcZaRkUEzZ86kqVOn0saNG9kOMZ/Pp/DwcOLz+UKuswMGDBDrGsLKQLAO7du3jxQUFFj3MUEIzlpIEnFxcbRy5Ury8/NjR9C/fv1KZmZmInmKGzVNMGZnZ5ONjQ3t3btXSESX127WhJmzuLg4diA1ODiYzp49WyqKcUZGhsRz2ZWFU6dOUZcuXejs2bOs2zSPx6N79+6Rq6srjRw5kszNzWnfvn0sV2atprjFmSi7MPf88uULNWrUSCiVzfLly6l///60evVqUldXpxUrVpQ6TxJgQtAz2LBhQ5kiTXDgW5wo+fyC37ySdvby8iItLS0KCAgQevf+Lf4WaCLFWVFRUQyPx4uZMGFCtp2dXfarV68SSu5n/n/y5MnkXr165Tdr1ownKM7+F9waBX+VFWe2AAoBzEBxhu+dALIANC/jeBUAjUr8bgO4JXAMI9A6lDiOWxGffyPQBAVI0JXrdPzsBfoUFUdx6bn0IuwTDR48mFq3bk2dOnVizyvLzakqBIggnwcv3tD956/p+buPFJeeS1evXiUOhyMyVO23b9+oS5cu5boY/CqfmmIbho+on6BotLKyIjs7O3r16hV7XnBwMPn6+lKPHj0qXAf2b/hExCTRhWu3KC49l56+CSeLgVY0bdo0WrlyJamqqlJwcDDdvn2bzpw5QwYGBtS+fXs2QmBVcxH8/UzJorj0XPr8+TN16tSJpk2bVsrd8ejRozR58mTKz88Xa8eAqQPfv3+XaFmVxM+fP0lPT4+uXr0qtP3t27dC+Yji4uLYWWDBD7ukozUKbi85M1AVAXgqC6b8MjIyqG3btuTg4EDr168nbW3tUlFJBTFx4kTS19evMUmBAwMDqVatWuy6qtTUVEpMTBTqeEiq81ayzC9dukRr1qwhCwsL2rFjB/Xu3Vvia+EYxMbG0ooVK2qEYMzJySFLS0s2qENubm6pSH0hISES5VQZFBYWUmRkJM2YMYM8PDxo8uTJtGnTJurRowfbad+6davIiIjVgby8PJo+fTrt27eP1qxZQ+fOnWPbFobX48ePfyuYVVXi3bt3rMgVtF2/fv2Iw+GQnZ0du83Dw4Pq1asnNrd9BqLSEAgOHjDLGhgwIm3fvn0i229J2DY/P5/CwsLKvKegnXbu3ElKSkpVmhala9eu76gCt8bg4OBkIyOj/D///DNLMEJjUVGRkAC7cuVK0pgxY3L+VwKCiPpVVqA9AbC3xLbPANZV8vxmAIoAjBPYxgg09V8lXRUujlu9fahJ06a0eccuCv3whRUnP3/+pOHDh5OdnR29fPmSfcGq+uUpKYi27fIlrdZtqGt3PWqsqUkXrt0iIqIVK1aQmpoabd68mQoKCighIYEeP35MDRs2FIpeVRV8aoptSvIpKWYZkRYVFUWDBw+msWPH0u3bt4XOr+oPYEkum3fsIg6HQ8fPXqC49Fx68voDDR06lOrUqSOUY4XoHzedquqwliXO2HJKKZ4hYkTalClTWGH07ds3atq0Kfn6+lYJl7JQMg2EJMuqJGJiYqhTp07sDM+PHz9o4MCB1LJlS2ratKnQbPDRo0fJ399fJLeqhOBz3r17l06dOiWUVLfkwEdVBuD5FeTl5VG/fv3IwcGB3daqVSsaP348xcXFUUREBLv94cOHZGpqSp07d64R0RqJil31OnXqROPGjSOi4ndiwIAB1LVrVxo4cKBEktWKgqDdUlJS6ObNm3TlyhWhd0MSHbaS97h58yatXr262gXj6dOnWXfL7OxsGjBgADVq1IhtW7OystgANTUFd+/eZd3rVq5cSQMHDmQ77IGBgTRp0iTKzMyU2IxJRShZ9mfPnqVly5bR6dOniYhEzphKWqDx+Xz6+fMnde/enRYtWiSUmmDYsGHUr18/ev/+PTVq1EhoAFQwyI042vCK0hAIQlC0bdq0ibp27Uo7d+4UCpAlCfD5fJo5cyaNHj1aKCJxeSLt5MmTVdqGf/r0KZdEiKjc3NyYGzduJDEzYdeuXUsyNDTMnzVrlpBIY35OTk6Z3759Y/Of/S+KMyICh4rFUpngcDjyAHIAjCWikwLbdwHoRER9yr1A8bErAMwBoElE+X9v6wvgFoDvABQAvAewhohuVXS9P/74g4KCgoS21a1bF2pqauDz+fj27RsaNGgARUVFdr+MjAwSswoAAKdPHMUyl4UIPH4Kej0NICMjwx7XoLYCIiIiMG/ePKiqqmLatGkwMTGBjIwMZGRkQEQoKioqxYnZz+PxEBUVJbSPy+WiadOm4HK54PP54PP5SM7hsfuPBB7Aao9lCDx+CkpKyvDZ5YW3r1/h2ZPHSEtLw/Hjx7FkyRLo6OiAz+dDSUkJQ4YMwZIlSwAUi2xZWVlwOBz2+gxSUlKQlZWF5s2bQ1ZWFqmpqcjNzYWGhgY4HA57HMOnPNs0rKOIiIgIzJ07V8g2ACArKwsAKCoqgqg6xexPSkpCRkaG0L769etDVVVV6HyGz7Mnj5CRkYF+Zuas/Znn1FCRx48fPzB37lzUr18fU6ZMgbGx8T+Vm8MBEUFGRgZcLhcAwOP9Y/eCggIkJCRASUkJDRo0AAB8+/YNRAQNDQ22/nA4HCRlF5Z6pm2b1mPrhrU4eOwUTPtboCA9EY6OjtDQ0MC4cePQp08fobpBRCgoKGC5MGD2FxUV4fv376Xs1qRJE3C5XLbuCdadsuyjqsABl8tFREQEZs2aBT6fX2zX5GSMHDkSbm5u7DW4XK7IupOcnIzs7Gw0adIECgoKyMjIQHZ2NtTV1YXqDnP+/fv3kZaWBgsLCyEuHE4xl+/fv2P27NlQVVXF5MmTS9mnorqTmpqK1NRUoX316tVDvXr1hOoOg4cPHyIrKwsDBw6Evr4+FBQUoKenh8ePH4PL5WLbtm1ISUnB3LlzMXPmTMybN0/ofD6fDy6Xy5aX4PULCgoQHx8PRUVFNG7cGADw48cPFBYK1xMlJSU0atQIwD91j7ELAPj7+2PFihXQ1dXFq1evYG5ujoCAAPZ8xnYA8PXrVxgZGcHJyQlOTk5CthPVLmVnZ4PP56NevXoi2yUAUFNTQ926dcts1xISEnDs2DE4OTmhqKgI1tbW+Pz5M5ycnPDz50+8efMGixcvhrGxMQoLC7F9+3bMnTsXsrKy4PF4kJeXh4yMTKm6lZGRgbS0NDRu3Bi1atVCVlYWEhISSt1fsO4lJSUJ7ZOXl0eTJk2E6q6gbYHiuunv748rV66gdu3aCAoKwuLFi9GzZ0+8evUKt27dwvDhwzFhwgQhfgxEtWtEhKSkJOTn56Nly5asnbKystgya9iwIeTl5UWef+bMGUydOhWrV69my7Fk3S3Zbol6NwTrBrOfsSsgXPdSU1NRu3btMp/v2rVrUFJSgr6+PrKysvD8+XMUFBRAWVkZffr0AY/HK2Xbf/NNBP6pe8w7I3jtHTt24OXLlzh8+DDS0tLw6tUrGBkZwcTEBIsXL4aVlRV7/ZJ1q+T9Re1nOCsqKv5W3eNwOGjevDn7Tb927Rp2796NPXv2oEGDBrh//z42bdqEbt26YeXKlfj69Ss2bdqEnTt3st/UstrdkmVTsuyzs7ORmpoqsu4Jntu8eXMAQFxcHGRlZdlvLMNf1DcxKCgInz59grKyMl69egUPDw80a9asUnWvrP3R0dEoKCgQ2q+iosJ+cwsLC4XKXtQ3++TJk9izZw/MzMwwY8YMzJs3D3Fxcbh79y6Kiorw6tUrmJmZoV+/fjh16lSF3xSGX0FBAaKjo0vtV1dXR506dZCfn4/09HTUr1+f3ZeYmAgPDw/s3bsXZ8+eRWFhIdq1a4eOHTuCz+eDw+Gw/JmyLSoqYp9n9erV6NChA2xtbcsse6ZuZGZmIjExsdT+pk2bQl5eHunp6UhOTgZQ/D4pKysLnV/y+i9fvoS7uztatGgBe3t7dOvWjW03GbsDpeueIH/B/Xl5eYiNjRWyccm6l5OTAzk5OTRs2BBpaWmFDRo0EH6ZALi4uNS+f/++/OLFi7MGDRqULy8vj+vXr8t7eHjU7tKlS+HUqVNz9PT0eABgZWVVLzw8XC48PDxBTk6ulG0EwAPgCCC4vINqMmQrcYw6AC6A+BLb4wH0r+hkDocjA2AqgEBGnP2NWACzADwDIA9gAoAbHA6nLxHdFXEdewD2AKCpqVnuPUuKM0Hk5OQg6MxpbNrhjZ4Gvdjt169eAYfDQef2bdCuXTvs2LEDjo6O2LFjB9q0aYOmTZtW9KgAUKqDxuVy0bBhQ6EGSBC3b1zHkoXz4LVnL3roGwIA+vQzQ8rfnWN1dXXMmzcPI0eOxPv37yErK4tGjRpBR0cHQHEnUlBECYIRZ4KQlZUtJc4qa5suOtoibVNReQhC8GMAFAtrUR0HIgKPx8Mer+3Iy8+HLFcWxn37sR0C5sPbrFkzeHl5wdHREVu2bEHr1q3RuHFj9vnKsjsjzko2jhwOB+rq6kL1R9THHQCcXJagTt26mDx2FE4EXcSQAWbYsmULFixYgICAAPB4PJiZmQmdW1KcCaJkJ0dWVrbMulORfbhcWRQVFaF169Y4evQowsPDkZCQgAYNGqB3797sc5VVdxhxVpJ7SXEmyGXLli3Iy8uDrKwsTE1NBbhw2bJi6s62bdugra0NTU1NobIqb8CopH1UVVWF6g5zblFREfh8PrZu3YqcnBwoKSkhMDAQy5YtQ3Z2NkaOHIl58+ax9+zQoYNQ54VBWbZhxFlFg1tAcf0uCeZ5Dx48CBcXFzx+/Bht2rTB+fPnMWvWLLx69QpdunQBUFxG2dnZ8Pf3x6ZNm2Bvb8926su7f3Z2NpKTk1nxKgocDgdKSkpl7iciNGrUCLNnzwYA3L9/Hy1atMCFCxcAAO/evcO3b98QHBwMA4PiwZwFCxYAKC4D5iNeEoIi4nchLy/PdvAE+TK2vXfvHqKjo1G/fn1MnToVioqK2LhxI5YtW4a5c+cCAAwMDPDo0SM8ePAAEyZMqNR9GXGWm5srsn4IirOykJmZCXV1dZw6dQr5+fnsQJtgJ6isdqs8lGdXUW0sc4+9e/di0aJFOHz4MLKzs6GiooK+ffsKdbJLirPKoKioqMx3SBCysrKl3u3Ro0cjKSkJ165dQ//+/WFkZAQA6NKlCzIzM0U+R2VBREhISBDqdP8KOBwONDQ02GeLiYnBjh07cPr0acjJyeHZs2fIzc2FnZ0d4uLiMHr0aKSmpsLW1rZS9igPzHv9K9epVasW23EHgLS0NKF2genIczgcDB06FLt378bGjRuxefNmtGzZUqT4/hWIEiCCKCnOmL8TEhJARFBTU8OoUaPA4XCwc+dOnDhxAoqKinjx4gU76NmlSxfcvHkTz549E7o2I9IEQUTIy8uDiopKhdxlZGRK1ZPU1FTweDx4eHjgx48f0NXVxYYNG7Bnzx5W8HA4HJw6dQo3btzAzp072W+gjIwM3N3dy+0HCNqhMt8YQFiclQU+n49u3bphw4YNcHFxgZ+fH6ZPn45u3bqxA6kA4OzsjDFjxsDAwIA9tyy+GRkZFXJkxFl5ddbNzS3LwcGh7t69e5WICFZWVvn9+/cvAJDp4eFROzAwUKl+/frZCxYsqBMeHi734cOHBDk5OfB4vLK+M//vxRmAil0cAWii2BXRuMT25QDCK3G+1d/nd6zEsZcAnK/ouH/j4vgpKo7a6XSgU8FXKC49l24/fkG9jE2oYaNGpNW6DdWvX59N0hcZGSm25K+MW9rR0+ep4x+65L7Kk569Dae49FzqZ2ZO8vLyZGhoSH379qUDBw4ILShmUJXuBjXBNoLP8z0hjeU00nYsWQ0eSkdPn2fdG2PTcoSm3lNSUqrUV7okp+8JaXTkdBBFxCQJrfUKPH6aOBwOycvLs+sBIyMjydDQsMqjRzFcmOiR5dlH0P9dMMIeg3/r9iFYVoyrRlpaGtnZ2dHw4cPpypUrQsEXJFFWDJjAKElJSTR27FgaMWIE3blzR+Sx0dHRpK2tLVY+DARt9urVK1JRURFyU/7y5Qt1796dTp8+XSq4y4MHD6osAE9ZKMuVRdR2xoVx3rx5NGbMmCrn8m/g5+dHmpqaZG5uToaGhjR37lwiKnZBY9Z+MNE6t2zZQvPnz5covytXrpCRkREdOnSIDAwMSkWWlKQb2YMHD6hhw4bs+8G8y9Xlosrcj8ntuXr1alq/fj2lp6eTk5MTTZ48WaJ8KoPc3FxasmQJubq60o4dO6h58+a0aNEiatasGSUmJtLLly+F1rpWJy5fvkwLFiwoVcf4fD5b5s7OzkLu1pJCyRxienp61KNHDzI1NWW3X7p0ibp3704eHh5syhai0u2huN+hqkhDIA7k5eVRREQEff36VeR+xi6vX7+m/v3707Rp04RyytnY2JC2trbYclXGx8cXUIl1Z0zUxfT09NjRo0fnDBo0KPfMmTPJgu6ORkZG+Q0aNChq3bo17381IIioX2UEmjyK1eioEtt3AbhTifODADyoFJli0fehouMqK9BKRoRjRJH9n7NJVbUeWQy0Ir2e+tTXtD+9j4ymx6FhZGNjQ9OnTy+1BqQqXnhBPoLrzw4ePUk9DQxp0TIP6tPPjPQNe9G7iCi6c+cObdmyhXr37k3q6uqlghxUFReimmMbouIOzILFS8k34C+KS8+lj99jyWbEKBpkPURIhBAVR0vS1tYWippUVY0z00jl5+eTw+x5pNdTn3z8AyniZyLFpefS3oOHSVW1Hp25eJU8N20leXl5duF6bGxslXaiBZ/p6OnzFdqHwfv376l9+/b0/PnzKrNLybLy8PCg48ePE1FxAIYxY8bQsGHDhEQaw0VcZcUgIiKCOBwO7d+/n4iIkpOTafTo0WRjY0NXrlxh7/ft2zd68uQJNW7cWCggiCQQEhJCkZGRNGXKFBo5ciQbCGHYsGFUv359at++Penp6dGAAQNo48aNQou6icQjzpi6npmZSbNnzyZHR0dyd3cvtb8kbG1tydXVtcr5/C7u379PmpqaFB4eTkREJ06cIDMzM5HHRkVFUbNmzSSeI6mgoIDGjRtHHz58oJ07d5KhoSFt2LCBxo4dS/Hx8RKNNnfixAl27c6rV69o+PDhNGrUKBozZgy7zlFSIo2pY9nZ2RQaGko3b96k8+fP04IFC8jR0VFoHWR1hHYvC/n5+XTjxg1ydXUlDw8Pev36NREVB6tgQtEzqM6AIMHBwTRkyBAiKhbm7969EwogxYhzRnQQVQ/fvXv3kpqaGp06dYpOnjxJnTt3pqlTp7L7z507R7179yY3N7cKUzBUFf4/pCHIzs6m/v3709y5c2nZsmVsjlyif8pRsO8WHR1N5ubmNGvWLPrw4QONHDmStLW1xTI4k5OTQw8ePKBz584VkojgIMz/GZE2YMCAPEGRFhISkjR16tTs/+WAIKJ+lTuoOEiIX4ltn1BBkJC/Z994ACZX8j5nAdys6LhfnUFjGhw2At/PRFrhuZ6cXd3Ixz9QKNCCk5OT2DscOTmlw+oHHD5Onbt2o6bNm9OT1x9YAUJUPBMgKvFwVXEhqjm22b9/P7Vq1YpWrdtIB4+eZO/9JTqBRoweQwOtB9Ohk2eLt335QsrKymwjWZVgOgtpaWlkZmZGh0+dI4fZ86hPPzM6GXSJdu8LoHr16tOR00Esx9WrVxOHw2FnGYmqvnHev38/NW/RskL7EJFY7cNwadWqFW3bto2CgoLY7RkZGTR+/HiysbFhP1Li5iIILy8vUlBQYDvejEgbPnw4hYSEUEpKCnl7e1OXLl1o48aN7HmS+pB26NCBXXw9ceJEGjp0KBkYGFCvXr2IqDgnTXR0NM2bN49NcipOMHU9PT2dtLW1adSoUbRgwQJq3LgxzZw5s9TxBQUFFB8fT5MnTyZdXV2xjbb+DoKDg8nCwoINCJOUlES6urrk7e1NLi4ubOTGPXv2lIrWWZUoq2NbWFhIOTk51KtXL1aY7969m+rVq0daWlpi4VIeTp8+TQMGDKDw8HBq1KgRrVu3jnbt2kXjxo2jli1bikznIA4w7156ejp17dqVunfvTkZGRmRnZyeUvoGo+gPPlAemcxseHk4GBgZlztxLGmlpabR//34aMWIE2dnZ0ejRo8nR0ZH+/PNPevr0KfF4PFqxYgWlpaVVq/g9d+6c0EAnEdGSJUto9uzZQsedP3+eevToQQsXLiwVSbGqUZPTEDAoLCwkU1NTunDhAvF4PNq4cSO9ffuWoqKihI5huOvr69OHDx/o9evXNGDAANLQ0KB27dr9q/ysZSEvL4969epFnp6eZGNjUzRnzpwsKiHMBAVXYWFhzIQJE7KZmbS8vDwhEfZfEWf0CwLNFkABgOkoDrO/A8Vh9lv8vX8dgBsiznMDkA5AScS++QBsAGgD6Pj3NQjA8Ir4/IpAO3fuHDVs2JC8vLzozMWr5YYofxH2iVq1akWHDx+u9PV/FQyfNRu30NlL14Tuf+jkWeppYEiL3ZbTvWevRJ5flS98TbPN4cOHqXbt2vTkyROhe2/b5UtPXn+giJgkGjF6DA0fZUsbt+0kFRUVcnNzY8+vKtswjRMTXnzq1Kksl6n2DtSlW3eqpaTECqTo5EyKTSsWugEBAWLrsDL2uXTzboX28fHxEZt9BLkIilEiIn9/f/r69StlZWXR+PHjady4cWLnwkCwU+zv708cDocNB8+ItNGjR1NwcDBFR0cLhfyXxIeUuceoUaNozZo1RFTsHjVr1ixq1qyZSDdLUe6p4kBWVha1a9eO7O3tiai4o7l+/XoyNzcX6iDz+Xz6+vUrjRo1igwNDWtMtEYGp06dombNmtGZM2fo3bt3NGjQIOrUqRN5eHiQubk5denShYqKimjNmjW0fft29jxxzXYnJCRQbGxsKfvs2LGDjh49SkREPXr0oB49elCXLl3Elm5ClEsbUfFMwB9//EFbtmyhxYsXs/tzc3OpX79+tGPHDrHwEYW8vDwyNDSkhQsXEhHRxYsXydTUVCg5dllpXaobjD1zcnIoNDSUunfvzpZvdSMmJoZsbGzo4cOHdODAARo1ahQRFbeJ/v7+rLAQ1yDwr2DNmjWkq6tL586dYwePrays2Lop+J6eOHFC7Im+/7+kISgsLGS9Bvh8PmlpaZG9vT1ZWFgIzeIWFRVRmzZtaOzYsey2t2/f0oIFC9h+S1X3X86dO8cOhMXHxxcMGjQo988//2RFGiO4eDxejI6OTuHZs2eT09PTY8eMGZOjr6+ff/v27UQSLcj+p8UZVVagEbGJqr8ByEdxomoTgX0HAHwrcTwHxYmtd5dxvUUAvgDIBZAC4B6AQZXh8isCbenSpcThcGjIkCHUomUrsps0tZQwuvfsFQUeO0WNNTVp+fLllb7274DhM2CQNctHUBwFHjtFBr160+z5C9kXTtxcaoJt0tLSaMiQIawAZO5vMdCKOBwOTZg8jZ6/+0hfY5Np6PCRxOVyxZKEUtDVS1dXl8zNzYX4xKXn0nznxdS9R086GXSJdXdkBFrJ61QVBO0jyEXS9inJRRCDBw8mDodD9vb29P37d8rOziZbW1uxciEq7likpaURkXAHrm3btsThcCgwMJCIijskw4YNIwsLC6GRRUnnOfP19aXhw4ezdsjPz6fJkyeTjY0NnT17VmQnVBwcBdNkbNmyhTQ0NOju3bssr9WrV5O2tjbt2rWLDb3NnBMWFsb+vzpm0Mqzh5ubGzk6OpK+vj517tyZ3f7q1Svq3r07xcfHCx0vLnG+d+9e6tmzJzVv3pzGjRtH3t7e7L4DBw5Qz549qVevXjRmzBiKi4sjb29vsYe0v3btGj179kxo27x584jD4ZCBgQE7Q0BUnM9u165dYuUjiIiICDI0NBQSCn369KEDBw5QYGAgu+aoOgcDRCW5FwSPx6OwsDC6efMmu626k2cnJyfT0aNHaerUqfTixQuhfYcOHWLXaNYUeHh4UL9+/ejo0aNkbW1Nffv2FdovKXv+f0hDIOr+9+/fZ9uaixcvCqWjCAoKIicnJ/bvkrPTVdmWCy4nGDx4MD148IBdgzZ48ODcrVu3ppFAjjMtLS3eiBEjcpht6enpscuWLcsomSdNxO9/UpzRrwi0mvT7FYGWmppKnTp1ogULFtDZS9eonU4H0uupT4ZGxnQ+5AY9efWeTl8IoV7GJrR6/T/5q8T10Wb4zJw9V4iPQa/edD7kBsWkZlPQlevUTqeDyMAg4uBSE2wTGxtLrVq1ouvXrxNRsSBavX4TDRhkTTfuPyFzy0E0bORoevv5G33+EU8ngy5VOR/mw8+4ejVo0IBGjBhB169fp2/xqULCaNrMWdTXtD/5+AfS19hkIZdUcUDQPqxLZTn2YexIVPXlVbKsiIi2b99OQ4YMoVevXpG1tTWNHTuW4uLiKD09Xaxc3r17R4aGhuTn50dJSUns9mHDhpGpqSn5+voSh8OhQ4cOEVGxyxvjWiZOCH6o79y5Q4cOHaK4uDjKycmhS5cu0R9//CEkxJiR2gEDBtCpU6ck9qHPycmhqVOnUnx8PNnb29OQIUPo3r17dOzYMVJUVKTp06fThAkTqG3bttS7d28yMTERWvdRHe5Qgra5cOECrVy5knbu3EmPHj1it/N4PFq3bp3QoNKzZ89IV1eXvnz5Inb7Xrp0iTQ0NOjRo0d069YtcnJyotatW7OzyIyb0fjx49lOkeDan6oGn8+nt2/fEofDoU6dOtH9+/eF9v/5558kJydHf/31F338+JESEhKoVatWdObMGbFxKomwsDBq06YNHTt2jOLj4+n8+fPE5XJp0qRJZGpqSi1atBB6xyWNmzdvkoeHB3358oXdVlH9r84Oe8lAEUuWLKEJEyawIi08PJyMjY1ZwVEdELSPoC3d3Nyobdu2pK2tzYri6po9FeR49uxZWr9+Pe3cuZOmTJlSI2YdS0JQdM2cOVMo16NgGyPOgY7s7GyaOnUq7dixgy5cuEAnT56k9evXU0hISCERxTx58iRBUKDduXMn0c3NLYP5Ozc3V0iElSPS/mfFGf2vC7SioiIqLCwkZ2dnGjFihFBQDg6HQ+10OlCXbt3J28+fPkT+ZDvZ4up0CPKxGmJTio9223bUpVt3Cjh8nF6EfRILB1FcaoJtIiMjqUOHDmwCRSb4BcPrfMgN6tDpDwq+epPdJg4+GRkZpKamRi4uLkRENGnSJLK0tKQjp4PoR1KGkEib6TiHdDt3pZNBl8Qu0ATtw9y/PPswEEd5lSwrImJ97omKAzXo6urSgwcPhM4TV91ZvHhx8TrBv2f0Ro0aRb1792b37969mzgcDu3du1foPEnMnPn4+JCCggK1a9eO9PT0qFWrVmRnZ0cNGzYUsh9RsUgbNWqU2CLHikJKSgq1adOG0tPTKS8vjyZOnEgGBgakrKzMusbw+XwqLCykwMBAcnd3rzFrzvbt20fq6uq0cuVK0tbWppkzZ1JhYSFr/3nz5pGmpia9fPmSbt26RU2bNqV169ZJhJuXlxfbhhAVJ0fX1tamOnXqsJE737x5I9HZoPz8fDI1NaWZM2eKXB/l5OREXbp0oU6dOpG2trZQkJiqRlnuVMuXL6eRI0dS//79SVlZmR3cSUxMpG7dutHZs2fFxqk8XL16lYYPH87OMMbExAjtZ9zeagqys7PJxsaGTex9+fJl6tWrF23dupWmTZtGly5dop07d7LJwCWFO3fu0J49e+j48eMi21/B+rBlyxYyMjKi48ePS1SYC37LGAhy9fb2piZNmtQYF9ayMH/+fKHgKpJCTk4OmZmZ0f79++nEiRO0fv16+vTpE/n4+NCUKVOKTp8+nTxt2rRsBweHUmvRSCCqYyV+/9PijP7XBRqDO3fukKysLAVdKZ596GlgSLbjJ9DBoydp9vyFtHLtBrajK4kRr7L4BB47RY7zFrB8iMQ/AleTbGNiYsIGSmBC2TPh7J++CadexiZ058lLIYFW1fj06RMtWLCA/Ts3N5fs7OzI1HyASJG2ev0moaiS4gRjH+be5dlHUlwY8Hg8trMZGRlJffv2LRV9sKohWB/d3d3J1NSUunXrRvr6+ux2ZtR1+/btEllPI8hp7969VL9+fVaIxcbGUlBQEB08eJDat29PI0eOpI8fPwqdL8kZKR6PR5mZmdSmTRt2piQvL49mz55NvXv3pocPH5Y5q1Pda87OnDlDjRo1onv37hFR8dqVVq1a0efPn4U6WEOHDqWOHTtS7969hQLCiFucOzs7k5GRkdA+JycncnJyoqFDh1J0dLRY7l8ecnNzyczMjDZv3kyLFy+mnj17shEHGXz48IHev39PL1++ZLdVdZ0UDMCkpaVFDx8+FKpPycnJdOHCBaF1MkREhoaGEkmHURIJCQk0bNgwluPx48epUaNGtHXrVvaY7du3s+uQagoiIiLI3t6exo4dSwMHDqRPn4oHfQ8fPkxjxowRmgmXRL/n8uXLNGzYMAoMDCQ3N7dS65cFebx48YL4fD6tWLGCzMzMaN++fawbu7g51tQ0BKJQVrnFxMQIRaeVZHt97do1NqpzZGQkGRkZUUxMDKWlpVFwcHCho6Nj1uLFizNJwL2RKifI/lPijP4rAo2o2IXDuE8/0u3clQZZDykzGIakMHn6zAr5SArVbRumkXn+/Dm1b9+ehg0bJnTfu09DqUnTpuS+ylOi9mHCDhcWFtJI27Fkaj6Ajp4+T9HJmaVsIxjavqpR0j4ly0iUfSTFZdiwYUL7379/T82aNRPqDIsTgh+odevWkZaWFh04cEAi9y6Py+HDh6lWrVp09+5dIirdyU1MTCQDAwMaPXq0yLWm4ugwMR3jktd2cHCgPXv2sH/n5eXRpEmTaPDgwXT+/PkaF5ihqKiI1q1bR8HBwURU3JmTl5enkSNH0rp162jy5Mm0c+dO9viYmJhycyb9G5RVTtHR0aSpqUnTp0+nt2/f0sGDB6lNmzZ069Yt0tHRkbjQYJ5527ZtdPbsWYqOjqYlS5ZQz549qUmTJuxaM3HnkxJ0I9fR0aEJEyaIPC4wMJAUFBTo06dPlJGRQfb29tSjR49qGRh49eoVWVpaElHxO+Tt7U1Xr16lvn37snZjvhU1DREREdSnTx+hXH8pKSn0/ft3ifLIyMig2bNns3by8PCgbdu2CR3D1L0TJ06QgoICffjwgYiIXF1dqVu3bkLpWcSB/y9pCBicO3eOgoKCiM/nl8tD0u9Mdna20Pvg4ODAzjC/efOmgASE1i/Mlv3nxBn9lwTasWPHiMPh0Kix48uNVigp+PgHVshHUqgptsnPz6fg4GDS1tamFi1b0aix42nKjJnUvEVLcnZ1Y3kwOeQkAaZxi07OpJFjxpG55SA6cOQEO3NVHfbRat2mQvtIiou2tjZpaWnRxIkTydHRkVq1aiUUEEQSHzBRM2n79++XyIirKA579+4lDodDXbt2pZcvX7KLyZkOCFOnEhMTqWvXrmRpaSnSraYqIRhKf8aMGTRnzhw6d+4cRUVF0YQJE2j48OGlko9PmzaNevXqVWq9Uk0Aj8ej3Nxcys7OpkmTJrGCLDIyktavX09mZmbsjIEgqrI+Cl7r5s2b5OfnR0FBQezan6dPn1KnTp3IyMiIevTowYoyOzs7sbmxVvR8fn5+ZGVlRUTFLpbNmzenhg0b0o0bN8TCRxSys7Opbdu2QuLs5cuX9OTJE6F1U7a2tlS/fn3q27cvGRsbV2vEUAcHB3ZAgLn/vXv3aM6cORKLtPq7iIiIoJkzZ4otQmhlwOfzhYLzPHnyhNavX09Ewi6FT58+JXl5+VLrhAXXl4oD/1/SEDAICQmhnj17lpq1leQ3TxCi2h1m25w5cyg0NJSWLFlCHh4ePPp1QfafFGdEBBn8R2Bra4s+/cyQmpJS3VQAADYjRtUYPjXFNvLy8rCyssLz588xwnYsatVSQtNmzeG5aSuclywDAPD5fHA4HIlx4nK5KCoqgqysLLbv8gUR4fHDB+ByuRLjwICxT8jtB9VuH8GysrOzg5KSElq0aIGdO3di+fLlEuXC4XCKR5sArFq1CiYmJvD398fRo0dRUFAg9vszHADA29sby5Ytw927d2FoaIilS5fi9u3bKCwshIxMcXPL1Cl1dXWEhIRgypQpUFVVFRs3Ho8HWVlZZGRkQFdXF5mZmYiJicG+fftgamqK8PBwREZG4tOnT+w5CgoK8Pb2hpWVFQwNDcXGrSIw5QoA8fHxyMjIAI/HA5fLhaKiIpSUlLBu3TrMnj0bANCyZUv06tUL79+/FzqXQVXWR+Za+/btw7hx4/Ds2TPMnTsXhw8fBgD06NEDr1+/RlBQEEJCQmBlZYXPnz/jwYMHqF27dpXxYEBELKdbt25h7969OH/+PL5//84e07dvXzRr1gwAMHfuXHTs2BGjR4/GnDlz8PPnT5E2q2qcPXsWfD4fFhYWAIAJEyZg4cKFsLa2xty5c7Fu3ToAwLFjx3D58mXs3r0bt2/fhpycHFv2kgIRobCwEPr6+nj8+DFOnz4NLpeLL1++YOXKlejbty+UlJQkxud3oKWlBRcXF7x+/Rrv37+vFg4cDgcaGhrs3xkZGcjNzcWnT5/g4uKCiIgIAMXflefPn2PgwIHg8/ng8XgAAAMDAwAQS/2MjY3F5MmToaOjg8GDByM/Px/Hjx/HqlWroKenhzdv3oDL5WLSpEmoW7cu245XJ27fvo0ZM2agY8eO7La7d+/i+PHjEueSm5uLgIAA5ObmCpUPn88HAMjJyWHKlCnIyMiAo6Mj/1/cigfAEUDwvyL8/wnVrRB/5/erM2jMiIe3nz916PQHmwi6umatioqKKC49t0I+kuJCVHNsw0DU/Zm1XtXBh5kx+5mSVYqHpPmUVT6CvCSJmlJWgqN4zs7OEo1OxiQnbd68Od26dYuI/lm/OHDgQLp8+XIpV8GSMwHidGvMyMggbW3tUiG1v3z5QmFhYdS1a1eytbUtM7VHdUdrPH78OI0YMYIWLFjApkhg9gumKyAiCg0NJQMDA6E1NuLC8ePHSUNDgw2IY29vT8bGxpSbmysUkj0rK4vu3LlDDRo0EHsql71791KjRo1oxowZ1KJFC1q9ejW7Ly8vj/T09EheXp5Gjx5NREQfP35kXXElgaKiIlq7di2NGDGC2rRpQ0ZGRpSZmUlv376l/fv306BBg4TWwAmeJymUfBdzcnLo0KFD5OjoSJaWltS/f/8asw7py5cvlXJZzMzMlACbf1BeexYWFkaWlpZkYWEhMtiGJF0H/z+kIShZ98+cOUNr1qyhHz9+EBGRi4uLULRkSSEnJ4eMjY3Z1B0lvUSIigNlMUsh4uPjCyoRNv8/P3PG/DgkgRGzqoaenh49f/78l897/u4j3rwKhdUQmzKPaVhH8V8wqzziM/LwI+p7uXwkxQWoWbYBiu1TESTNh8/ns6Nngv+XNJ+aaJuKICk+JDCLUB3Izc1FrVq1kJ+fDwUFBfB4PEyZMgXJycmYO3cu+vfvD1lZWYnwZGbOsrKy0Lt3bzRo0ADXrl0DABQWFkJOTo7lkZSUhMGDB6N58+ZYvnw5OnToIFZuv4J9+/bB3d0d/v7+UFdXR48ePQAA2dnZUFZWZo8rKChAdHQ0jIyMMG/ePCxevLjKuTD2KioqQm5uLpYsWQJra2tYWlri5cuX6NWrF8zNzWFsbIxv375hxIgRMDMzAwAEBgaCz+dj8uTJAES3If8WJ06cwOzZs3Hu3Dn06tULM2fOxIcPH3D16lXw+XwoKSkhICAA4eHhWL16NeTl5UU+X1WhqKgIXC6XfVbBvz09PREWFgZ/f392Furbt28wMjKCj48PrK2tq4zH7+LYsWO4du0a5OTk0LNnT4wePRpcLhcJCQlo0aIFgOptc65duwZ/f39Mnz6drWfAP3avLjx48ABpaWno16+fyBnG1NRU9OnTB87Ozpg4cSIAydsxMjISrVq1Yv92dXXFz58/MX/+fHTr1g0fP37EjBkzMH/+fAwfPlxivARRWFgIPp8PBQUF3L17F0pKStDU1ASXy4Wvry8SEhKQnp6OgoKCapk9u3HjBvh8PjQ1NbFz507weDyMHTuWrYvp6emoVasW287ExsYWNm7cOOkXb/Pfmzn7G/8pgSbYkSyrMaiuTrYoPtXVya5u25TkUxb+q3xqEheg5vGpTgi+O0wniRFp6enpcHBwgLm5OeTk5MTKg7l3RkYG9PT0kJ6eDmNjY8yaNQu9e/eGoqKikNjgcrlISkqCvr4+xo4dizVr1oiVX2Vx+fJlTJgwAefPn0evXr3Y7S4uLmjQoAEmT54MDQ0N5ObmIjAwEGvWrIG9vT3c3d0BiK/Tx4jDpKQk1K5dG7m5uRg3bhzMzMywcOFCPHnyBMeOHUNMTAx27doFdXV1ofOrSpz9imCMjIzEuHHjYGxsXOp8cYCpV5mZmXBxcUFhYSHat28PGxsbaGtrg4jw6dMntG3bFoWFhWwnztLSEosWLYKpqalYeFUWx44dw9SpU7Fjxw7cvn0bmZmZyMnJweHDh9GwYUMUFRVBRkam2sTZjRs34OPjgxMnToDD4eDmzZsAwNotNjYWL168kLjQvXv3LiwsLLBo0SL07t0bxsbGQiItISEBJ06cgLW1NVq2bAlA8uIsJycH48ePR+/eveHs7IwrV65g9erVGDlyJMLCwjBixAhERERARUWFHVCRNPh8Pry8vJCZmYlu3brBzc0N1tbWCA8Px6ZNm9C4cWN8+PABHz9+hK2tLXuOJF0wr1y5gt27d4OIsHbtWkRFRcHd3R3btm2Dqqoqnjx5Ant7ewDFZZyYmFjYoEGDXxFo/1lxBuC/swatJKpzlF0UahKfmsRFCin+P0Hw3RFcvxgQEABlZWWsW7cOsbGxYufBdIy1tLRgY2OD+Ph4qKioYPPmzeyaOIar4Jq4ly9fYuXKlWLnVxGYgcPHjx9j3rx56NWrF7tt5MiR8PHxQXBwME6ePIn4+HjUqlUL1tbW7GwbIL41kM+ePYOOjg6+fPkCdXV1yMvLQ1VVFTt27MDChQsBAPr6+ujSpQuePXsmssNUVZ0o5vny8vKgoqKCFStWoF+/fkhLS4Obmxs8PT0RHByMPn36QEFBATt37kSKwFpjcbX1fD6frYN6enrgcDho27Yt9u7dizdv3rD3bteuHTgcDivOJk2ahLS0NPTp00csvCoDIkJRURGCgoKwZs0azJgxA4cOHYKHhwfq16+PQYMGITExsVpnqIDi2bNdu3aBw+Hg3r17mDVrFhwdHXHy5EkAxTPKJQcGxI3c3Fy0b98eX758QY8ePXDv3j3cvXsXmZmZ7DFKSkowNjauNnHGcNiyZQs+f/6McePGwcvLCwcOHICTkxNMTU0RGBgIS0tLVpxVx0QGh8OBqakpZGVl4eXlhYCAAKxevRqDBw/GokWL8P79e3Tp0qXaxBlQPJhiYGCAjIwMaGtrw8rKCh4eHnj37h06d+7MijPmeX4R/2lxBvzHBFphUfnrEy+/i5MQE2Dfvchy90u6PXgaWX6AkKw8noSYFCMuvfxZmU/xmeXur2pUVHcuvImREBPg4MNv5e6XdN159q38upMp4bpTkyAo0gIDA+Hu7o7mzZtL5N5xcXGYNGkSNm7cCADw8fGBuro6vLy8cOPGDRQWFgrx5PP5qFu3Lsu5OsF8zJ8/f47U1FQAxZ2kN2/eoF69esjMzMTUqVOxa9cuBAcHg4jQpEkTDBgwAIB4OytNmjSBkZERhg4disjISJartrY2gGKxBBQHZ2jVqpXYA9VUVjB27doVv+N58juQkZFBfn4+hg4dClNTU+zZsweLFy8Gj8fD2bNnER8fj69fv7LHP3r0CGZmZnj9+jXu3btXrXWQw+GAy+WiVq1ayMrKYrfp6elh7dq10NLSwrx585CXl1etg5mfP3/GsWPHABQHx3n27BkePnyILVu2ICIiAi1atGCDa0gCN27cwOrVq1G7dm00bdoUgwcPho6ODu7fv4/379/j48ePePz4MVRUVNC5c2f2vOqyoZaWFhYvXoyYmBi0a9eOfX8HDhyIDRs2oE2bNtXKkcPhQEdHB1ZWVujevTsCAgKQk5ODiRMnol+/frh48SKAf8SjpMUZE3BmwIAB0NbWhru7OzIzMxESEoL09PR/e/n/vDgD/mMCzeXkmzI72pffxWFlcJjEuOy997VMkUYEbLgSLjEuALDwxOsyRVpWHg9zjoZKlM+fh1+WKdI+xWfC8chLifJZcvptmXXnwpsYrLn4QWJcdt+OKFOkEQGeFyUbqWvhiddlirTMPB4cD0u2rGoamM6mnJwcG7lOEiOy2tra2LJlCwAgPz8fioqKCAgIgJqaGry8vHDz5k02Shog/IGX9OyAKHsUFBSgdu3aSE5OBlDMT1dXF35+fgCAyZMnw9DQELm5uaU6UOLsrGhqamLr1q3Q19eHpaUlKzQYQaGoqIioqCjY2tpi0KBBaNSokdi4ADVPMDJITU2FtbU19uzZA6C448vhcNC7d294eXlh7ty5uHv3LoBiATlw4EA8f/5c4tEaBeseI8iAYvvt3r0bGRkZ7HFt2rTBlClTEBMTg5gYyQ3KCYLhO2fOHKSmpuLp06do1qwZ6tSpAyKCmpoaG0FPUrh9+zZ2796NpUuXolatWizH8ePHw8DAAP7+/hg3bpzQTFpNgJaWFvz9/ZGbm8tGD61Xr57EBtFKorCwkH1fzp49C3t7e2zbtg3du3dHly5dsHXrVuTm5mLWrFlwc3MDIFnxyNSrM2fOwNXVFSkpKejevTs8PDxQr149zJ07FzIyMli6dOm/uY1UnP2N/5RAe/Q1WaRIY8SZpGceRIk0RpydDf0pUS4FRXyRIo0RZ+9jMyTK52darkiRxoizjFzJzsrc/5IkUqQx4kzSdUeUSGPEWfAb8bvQCSKfxxcp0hhx9lHCs501ESU7m5IekVVQUBByt1RXV4e3tzcuXrxY7bNlgi5Onz59wsePHxEVFQV5eXlMmzYNf/31F/bt28cezxz7/ft3vHjxghUi4gTTSWfQqFEjeHp6onfv3hg4cCAiIyPB5XKRlpaG7du3w9DQEA4ODuwMljgFeU0TjEDx8zZq1IhNf3D//n20bNkSERERmDVrFsaOHYs6deogODiYTUHh7OwMWVlZtp5KAoJ17/Dhw9i0aRN+/PgBoDhoRPfu3dGnTx9kZWWxx1lYWCApKQmRkeV7wYib7x9//IFatWrh/Pnz8PT0xMuXLzFq1CiMHz9eIu8Eg7y8POzduxfLly+HiooKTp8+jV27dsHf3x8AoKenh9u3b2PBggUwNzeXGK/KoiakIWDw6dMnREZGYvHixTh06BBcXFxgZmYGT09P1K1bFzweD0FBQRLnxQzyyMjIICwsDCtXrsTOnTuRlpaGoKAgNG/eHEuXLsXmzZuxa9cuAPjd74pUnAngPyXQgNIirbrEGQNBkVZd4oxBSZFWXeKMQUmRVl3ijEFJkVZd4oyBoEirLnHGoKRIk4qzmgdBd0t/f38QEetOVl0Q7HAGBATA2toaEydORK9evfDo0SOYm5tj+fLlWLJkCbZs2YLCwkIkJibiyZMn0NfXx6hRo2BpaSlWjrdu3cLw4cPZtVMMGjdujDVr1qBXr16YOHEikpOToaqqCkNDQ2zfvh0eHh4AxLMWrqYJxpKdMcH1jQBgZGTEzgwUFhaiU6dOaNCgAaKjo0sFzJFkfWR4+vv7w97eHvr6+tDU1GT3+/n5oWHDhujatSsiIyORm5uLpKQkZGdniyWXXWX5Xrx4EWFhYVi4cCGGDh2KT58+4eLFi5gxYwbGjRsHQHLrphQVFWFkZIRly5ZhyZIlcHV1Rb169bBhwwbs378fXC4XXl5eGD9+vER5MYiIiEBUVFS5x7Ru3Rr79u2r9ui17du3x/jx49kccB06dICdnR0cHByQlJSEadOmYcyYMRLlREQwMTHB+PHjwePxoK6uDmtra5w8eRJeXl44e/Ys5s+fDwBQU1Njz/mN91gqzkpAMsNUNQyMSDPVaYC1l6qvg81g773iEc+krPxqE2cMGJG2YkgHHHocVW3ijAEj0haYt8XKC2HVJs4YMCLNSFsdG66EV3vd2X07AkRAdGpOtYkzBoxIWzGkIw48+FZt4qzlkovs/5vWqwWn/m2x4nwYMvP/qTvf1ltVB7Vqh6BICwoKqvaAQMz99+/fj0WLFiE4OBjKysrYunUr7O3t8ezZM8ycORN169aFi4sLDh48CD6fD2VlZcydO5d1panKQAMlr9WzZ09kZWXB3d0dnp6e6NSpE7tPU1MTLi4u+PPPP/Hy5UuYm5tDX18f+vr6AMSzFu7WrVvw9PTE1q1boaury25nBOOyZcswceJEnDt3DmpqaqxgHDVqlFg4CaZzcHV1BRGhfv36WLVqFRvFVHBGjBFkcXFx0NLSqjIev4v4+Hj4+fkhODgYpqamiIuLQ1paGgoKCqCrq4tz585hwoQJMDExQevWrREREYFJkyahZ8+eEufK5/Px7ds3NiXG9u3bYWNjg4MHDwodJ+nAGwMHDkSDBg2QnZ2NKVOmoF27dmjcuDGePXsGDQ0Ndm2opHkJpiEQdFsUlYZARUVFYrzKApfLRefOnaGoqIgtW7Zg9erVcHd3R2hoKLS1tdkk85K0I4fDgZmZGS5evAgPDw+4urpi9OjRyM/PR8+ePbF27VohV3nmnF+EVJyJwH9SoAHFIu3R1+TqpsGCEWk1AQVFfCw9+666abD4mZaLhSdfVzcNFve/JOH+l19N5SE+7LkTUd0UWOTz+HA987a6abCITq1ZdacmgAkIwnRQqiP6lyCuXr2KP//8EwcPHmRD6Zubm7MzFerq6mwuorCwMMjLy0NTUxM6OjpVzl+w43Ps2DGoq6ujf//+uHXrFqysrLB48WKsX78enTp1AofDARGxo+6i1tdUZSh9BjVJMDLii0nn0KVLFzRr1gz79u1DQkICfHx8hMRZYWEhUlNTsXjxYnz48AGHDh2qMi6/i7y8PGRkZMDAwABhYWEYM2YMateujYyMDHTt2hV//fUXTp48ievXr7Ouwn379gUg+XdHRkYGWlpaGDRoENq0aYONGzciLy+PnVVhEtxK+n1u2bIlG5URAN6+fYsVK1Zg7ty5QsdJUpzduHEDfn5+ItMQcLncaktDIIiCggK8efMGenp6OHfuHOLj46GpqYnBgwdjwYIFWLlyJXr27AlDQ0MsWLCAPU/SA2tjxoxBs2bN8ObNG3h6esLBwQHy8vLYs2cPXr9+zeZg+03hKBVnZeA/5+IohRRSSPFfh2AHrjrFGVD8UdfR0cGPHz/w/ft3AMChQ4dw/fp1DB48GObm5jh48CB+/vyJgQMHwszMjBVnVdkZFexc7Nu3D/b29qzLTq1atXDx4kVkZ2djyZIlCA0NZY+PiopCUlISNDQ0qoRHWZyOHTuG69evQ1lZGbdu3UJmZiYWL16Mt2/fsm5jkhCMgpCVlUV2djZ69uyJfv364cSJE1i/fj3mzZuHr1+/CgUkISJER0dj9uzZ+PjxI54/f86uOatO1K9fH1paWnj06BFmz56NOXPm4Pz58zhw4ABevXoFJycnAED//v1hbGxcbeJMEIqKiqhXrx6GDh2KTZs24cqVKwCKw9yLmxOzHkkU8vPz8eHDBzg6OsLBwQEjR44UK5fyUBPTEAiCiHDlyhX4+fnB19cXu3fvBofDwcmTJ+Ht7Y327dvDzc0Njo6O2LFjB4DfXtf1WxAMNFOrVi18+fIFPj4+iI+Ph4GBAetmzoizoqIiqTirYkgFmhRSSCGFFBKBoJBg/j9gwACsWrUKQUFBCAwMhIWFBbKzsxEdHY3169dj8ODB2Lt3L4YMGYJr164JXa8qR5IFxdmiRYsQEhKCrl27svtr1aqFS5cugcfjYcWKFXB2dsaxY8fQu3dvjB49WigBdFWgJgpGBkxHkYjg6+uLlJQU2NnZgc/nQ05ODoWFhfj27Rv27duHM2fOACju8LVq1QorVqzAvXv3qjVaoyBUVFQgKysLV1dXqKmpwdbWFurq6tDT08OsWbPw/ft3kR1jSYkzQd4Mj0GDBqFZs2ZwcHDA2LFj4ebmhgYNGrAdeXGt87p79y527NghFMFS8F4KCgpo1KgRfH19Jb4WriRqWhqCkuBwODA0NISFhQVCQkIwatQo2NvbY8WKFXj27BnWrl2Ljh07YtKkSQAg5PUgTjDuijIyMnj69CmbTF5HRwf+/v5ITk5Gs2bNkJeXh27duv0bblJxVgH+sy6OUkghhRRSSBaCiZVr1arFbh8yZAj4fD48PT2RmJiIW7duQUNDAxoaGjAxMcGkSZOQmZkp5EYlDhw9ehRz5szBvXv3oKenx2739PTEsGHD0KFDBwQFBWHHjh14/fo1rl27Bnd3dzYha1WuDamsYBw2bBhWrFgBbW1t9OjRAy4uLpgxY0aVC0ZBcLlc5ObmYvbs2Vi3bh0+fvyIzZs3g8Ph4OfPn/D09ISdnR0eP36MJ0+eYOvWreByudi/fz87w8fn86slWuOtW7fw5csXNGzYEH/88QdatWqFEydOwNDQEGfOnIG9vT2bILhx48YoKipCQUEBFBUVJeZaJshX8J5MJ7hRo0bYsGEDpk6dimHDhmH37t3gcrnsOitx8Lx+/Tp2796N3bt3o1GjRkhJSUH9+vVL1fl69eqhXr16pZ5DUmDuOWfOHNy5cwdPnz5l1wumpKRUSxqCkmDWwGloaMDU1BRZWVm4cOECOnXqBENDQyxduhTBwcK6RRIDAnw+H5s2bULt2rXRrl07ODk5YcCAAUhMTIShoSEePXoEBwcHDBo06N9yk4qzSkAq0KSQQgoppJAYgoKCMHPmTCxbtgydO3eGiYkJAMDGxgby8vJYu3YtDh8+jJEjR6J9+/YAiqODMbNH4nIty8zMxK5du9C/f3+hUPRDhgxBdnY2li1bBiKCoqIiFi9eDKB4TRUT9EIcvGqSYCyJvLw83L17F4qKivDy8oK9vT1cXFzw9u1bnD59GoMGDQIRoaioCEePHsXnz5+FBLYk3QMFxa67uzsGDx6Mq1evYvr06XB1dYW8vDzOnDkDS0tLeHh44NmzZ+jcuTMcHR3h6uoqNJggbgiW2ZkzZ3D58mXUqVMHPXr0YNea6erqonXr1igoKICDgwM6deqErl27YtWqVejRowe0tbWrtNyjo6Ph7e2NkydPQk5ODsePH8fSpUuxYcMGjBw5ErGxscjPzy81gFJd4gwoTkPw9OlTnD9/HteuXcPAgQPh4uKCadOmSTQNgSAKCwsBFAfKYURa/fr1YWNjA2VlZZw4cQL5+fno27cv2rVrV+qZxA0+n88mwb548SLOnDmDtm3bwsfHByEhIZg9ezbMzMxYXr/pYi4VZ5WE1MVRCimkkEIKieHp06dISEjA9evXMWXKFNjb2+POnTsAil23Fi9ejKtXr+LAgQP4+PFjqfPF1bGvXbs2duzYgfz8fGzYsAGfPn3CqFGjkJ6ejhs3bgAo7nBmZ2ez5wiGiK9qXuUJxps3b6JDhw5CgvHIkSPw8fFhxZk4wvszYBKvA8XBGBQUFODn58cGCqlXrx6bQFxWVhYTJkzAqlWrqnXN2YkTJ7B06VKcPn0afn5+GDBgAK5evYrCwkLk5OSgRYsWCA0NRffu3fH8+XPs2rULCxcuxJw5cwBIzlVPMO2Evb09mjZtioyMDPj4+OD58+cAgKZNmyI6Oppdi3b+/HnY29vjr7/+Qtu2bau83L9//w5lZWXIyckhOzsbERERWLVqFdauXYugoCBERUXh58/qjUAN1Mw0BAyICF5eXnB2dkZhYSEbURcAVFVVYWpqis6dOyM8PFzkM0kCsrKy0NPTw9ChQ1G3bl2cOnUKAODg4AA9PT2Ehoayz8LhcH65zSsqKiJIxVmlIRVoUkghhRRSSAwuLi7o2LEj2rRpg4CAADx8+BCurq4wMTHBgwcPYGVlhbVr1+LChQtISUmp+IJVACICn89H9+7dsW7dOoSFhcHa2hqfPn1ixSMAREZGon379vj06ZPYO3g1STAy61KYZ+ZyuVBRUUH//v0RHx8PoHj90ebNm9GmTRusW7cO169fZ2cMBFEdefdycnJw9+5dBAYGolevXnj58iUOHjyIunXrwsvLCwsXLsSVK1egqKgIb29vnD17FidPnmTzxolT7IpCVFQUtmzZglOnTmH58uVwd3dny5Ox6bx58+Dm5sZGwmzSpAnrylfVdbNr167gcrm4c+cOlJWVsXDhQowfPx4eHh549OgRunTpgt69e1fpPX8HfD4fX79+xeDBgzFx4kQEBwejR48eOHjwINzd3YWiXVbH7N7QoUOhqamJ5cuXl1p/qaamhmHDhsHBwUGivEpCVlYW3bp1g4uLC/Ly8rB7924AwLJly+Ds7Azg90XjwoULoyAVZ5WGVKBJIYUUUkghEfD5fKioqMDS0hLfv3+HiYkJ3r17hyVLluD+/fuYPn06DAwMkJSUhMuXL8PQ0FCsfL59+4b09HRwOBxwOBxWpO3YsQPNmjWDkZERO4v348cPGBsbY9KkSWKZpRBETRKMgqH0Z86ciblz5yIoKAg/fvxAdnY2rl27xt5bQUEBvr6+aNCgAdavX4+nT5+KhdOvQklJCZ6enujXrx/S0tLg5uYGT09PBAcHo0+fPlBUVERAQAASExPZc5SVlQFUbaTQykJOTg6qqqrsGr3mzZsjJSUFGzduxIABA+Dp6QkrKyusWrUK8vLypcq+KusmEUFWVhb6+vq4e/curl27BgUFBXz+/Bne3t7o1asXFBQUqux+/waCaQhsbGywceNGNlAI8M97JUlxlp+fj9DQUMjIyKBNmzYYMmQIHj9+LJQ/7OLF4tyddevWlRiv8iAjIwNdXV0MGTIEYWFhQuvh/k07c/To0fSq4PdfgVSgSSGFFFJIIRHIyMhAVlYWgwcPRlBQEO7fvw8A2LhxIyZNmoSNGzeiX79+iIyMFErKKg6EhYVh3LhxOHHiBDIyMoRE2h9//IGNGzfiw4cP2Lt3L86fPw8DAwPMmDEDa9asAQCxBBqoaYJRUJzp6uoiMzMTMTEx2LdvH0xNTREeHo7IyEh8+vSJPUdBQQHe3t6wsrISu8AWhbLqS506daCgoABVVVXs2LGDnR3T19dHly5d8OzZM3C53FLBOaojmXutWrWQnZ0Nf39/bN68Gf379wcRwdHREfb29ti0aRPOnj3LHi9OjhwOB/Ly8rCxsUGjRo3g5+eH8ePHY8aMGZg+fTqGDBkitnv/LqozDUFJ3LhxA87Ozuw7smzZMvTs2RPy8vLw8PBAUlIS8vPzJcoJKE4z8OXLlzL3y8nJoXPnzpg/fz4GDx7Mbq+O9+G/CmmQECmkkEIKKSQKExMTNqR0amoqWrRogYCAAAAQ6gwA4usQdOzYESYmJjhx4gRkZWUxfPhwdgSbEUa+vr6YOnUq9u/fj/nz52P58uXs/qru6IWFhWHGjBmYMmUKbG1tUadOHfZejGB0cXHB3r17YWJiglmzZsHe3l5snBhxlpmZya5LYcK4A0BERATy8/NhZ2eH5cuXY+XKlWxgA0VFRSxdulQsvMqDoOvavXv3kJCQgIKCAowdOxYcDocN6sIEicjLy4OioiK0tLTQqlUrobxtkuabnp6OunXrIj8/H6qqqggODsalS5cQERGBtLQ0vHjxgl3Dd+jQIbHaVJQLYJMmTTBt2jRMnjwZkZGR4HK5aN26dZnHSwqC92YCbzBRBkeMGAEulws3NzdMnDgRTk5OcHV1lSjfQYMGoaCgAM7OzkhMTGTX3cbExGDTpk24ePEiG0pfUrxycnIwfvx4WFlZoWHDhqhduzaAf955BoLvSnWW8X8V0hk0KaSQQgoxouWSixX+/oswMTHBzZs30alTJzZXlqTAzLKsX78ehoaGCAwMxJkzZ9jZK2bxvoaGBmrXro39+/eLVZwBwoLx9OnTImfSfH198eTJE0yaNEki4iwrKwtGRkZo0aIFK86YNVBaWlro0KEDrl69iu/fv8PDwwPv378vda3qEGf79u2Dra0t9u7dCycnJ7YDLLhGDygWklFRUbC1tcWgQYOEgrFIku9ff/2FyZMnY+jQodi1axeSkpLQtGlTNuQ/l8tlO84pKSkICwsTa2RJhtfVq1eFXASZPHdt27atVnEmOEtaVhoCZo3hsGHDkJKSIvY0BOXBxsYGY8eORWZmJpvoXENDA0uXLmXrpqR45ebmYsSIEbC3t8f06dMhJyeHkJAQAGDr2NWrV0udJxVnkodUoEkhhRRSSCFx2NrawtzcHMnJyRK/N4fDYTt5q1atgrGxMSvSUlJSICcnh3fv3kFTUxP9+vXD8OHDAYhPnNUkwVhUVMS6NXbr1g1xcXGoW7cubty4gby8PMjJybGd8qKiIqirqyM4OBjPnz/HkSNHqozHr4LpQB44cAALFy7EjRs3EBwcDB8fH1y+fBmvXr1ij+Xz+cjIyMD27dthaGgIBwcH1uVR0tEa/f39MW/ePMyaNQva2to4fPgwMjIy2OO0tbXx+vVrTJ48GTt27ED37t0xefJkWFhYiJXfiRMnMGjQIHh7eyMwMBBAcQe+pGtvdYbSP3PmDGbMmIGFCxcKCUlRaQjs7e2xatUqiQT4YXgKYuzYsVi5ciWWLVuGO3fuQE5Ojk0mL8mIkpcvX4atrS0GDhyInJwc2NjYYPLkydi8eTMAIDs7GwkJCRLjI0XZkAo0KaSQQgopJAqmkzdhwgT8+PEDkZGREucgSqQdPHgQd+/exZMnT2BsbAwnJye4uLgAEG+wiJokGLlcLjIzM6GlpQUbGxvEx8dDRUUFmzdvxu3bt1FYWMh2kJlQ4erq6nj58iVWrlxZpVwqA8HO7evXrzFnzhwsXrwYOjo6kJOTwx9//IHmzZvj69ev+P79O4DiWb06deqgZ8+e2L59Ozw8PABIPlrjnTt3sH79egQHB8PCwgJWVlZ4/fo1Tp8+jffv3yMiIgJaWlp4+PAhkpKSEBERAXd3dyFxLg58+/YNx48fx6JFizBgwAAcP34cBw8eBFBsu+pM9FwT0xCUBI/HA4fDAY/HQ1JSEgoLC0FEGDFiBKytrXH37l2RzyQJREVF4fr16wCKZ8OXLVuG2NhYnD17FhcuXICysjLs7OwASD4VgRTCkK5Bk0IKKaSQQqJgRIWxsTGUlJTQqlWrauHBCCMOh4NVq1Zh+fLl8PT0xIsXL7Bs2TKsXr0agGTWUZXk4uHhgYMHD6JevXpo3LgxLC0tJSYY4+Li2KAtAODj44MZM2bAy8sLAGBmZsa6C3K5XPD5fHb9HrMOSFIQdMdr27YtRo0ahdDQUFy+fJlNThwZGYlly5ZBRUUFampqMDMzg5WVFXr16sVeR5Jr5RgoKSlh27Zt6N27N8LCwjBo0CA4ODhAU1MTXl5eiIuLw5YtW9CtWzecP39eiJ84+davXx/Dhw+Hubk5CgoKUFBQgBMnTgAAJk2aJHE7lYRgGoK+ffsiKioKkydPBvBP8vh58+bBwMAAbm5uAIrX0DVp0gSAeN0y+Xw+OwM9dOhQFBYWQkZGBv3798ecOXMwadKkahW4tra2SEhIwLVr12Bubg5jY2MAxakUMjMzhY6VujVWL6QCTQoppJDiP4LKrHf7tt5KAkyK0aJFC7Ro0QJA9S1CFxRGK1euBJfLxfTp0zFz5kwAku241xTBqK2tjS1btgAoDhPOhKGfMmUKvLy8wOFwYGZmxq5ZEeRSHXnOAMDJyQkrV67E3r17MXXqVPj6+mLVqlWQkZFBcnIyGy1v06ZNuHz5MurUqYMOHTqw50tSdFy6dAmmpqbo0aMHcnJyAABPnjxBQEAAm6urRYsWWLBgAV68eMGu9xJEVfEV9d7VqVMHo0aNgry8PABg2rRpAIrdHouKijB16lTExsYiKioK+vr6VcLjV1BeGoKkpCSYmZlh2bJlsLIqbstKPqM42xkZGRnk5eXBzMwMhoaGmDdvHg4cOIArV67gyZMnOHToEOrVq1cqIIe4wQycqKqqokWLFnjy5AlevnyJWbNmYcWKFcjOzsbYsWMlxkeKiiEVaFJIIYUUUlQ7qnO0VlAYMe5uQPXMqtQkwQgUh81n1qUFBARg6tSp8Pb2Rl5eHqytratNkDFg7NGxY0d8/PgRXC4Xvr6+WLBgAV6+fIk9e/YAANTV1QEA27dvR05ODpSUlKqFL4/Hw7p162Bvb4+IiAiWx+TJk1n3QRkZGRgZGUFBQQFZWVkAxCcgmffu1KlTCA8PZ2ecmHIlIrRs2RLTp0+Hn58fLl++jJ8/f8LLywtbtmypFoEmmIbg8ePHuHLlCpuGIDY2Fg4ODujQoQOGDRsm9IySQlRUFOrVq4ctW7ZATk4Oq1evRlpaGnbt2oUZM2Zg//79Es15xojBnJwcfPr0CW3btoWmpiZu376NpUuXoqioiI2iWx1tnhSiIRVoUkghhRRS/OchqhNXXR2VmiQYgX/WmsnKysLf3x82Nja4d+8ehg4dKnEuJWdDGHv0798fISEh4PP5UFRUxPbt25Gbm4t9+/ahsLAQVlZWrFsmI4okMWtb8h6ysrK4cOECbG1toaurizdv3kBBQQE8Hg/y8vLs80RERCAxMREtW7YUKz8+n4/s7GzMnDkTRITc3Fx4enqyrqsMnxYtWmDZsmWYN28eli9fjuXLl2PixIli5VZT0xBUxDk1NRWvX79GUlISGjduDAAYPnw4kpOTwefzERwcDDs7O4nUP0GXy759+0JGRga1atVCy5YtsX//fnaWFJC8e7IU5UMqk6WQQgoppJCihqEmCUZAWKQFBQWx69MkCcEO7d27d3H48GHEx8cjNzcXzZo1w+fPn9mIl/Ly8vDx8YG6ujp8fHxw/vz5UkEPJDGzwtxDcN1R3bp1cerUKWhqauKPP/5Afn4+21GOj4/HnTt3YGJigvHjx8PU1FTs/GrXro2hQ4di+vTpePv2LRYtWgTgn4AgDPeMjAzs378fa9euFXugkpqchkAQTH1jwOFwoK+vD0NDQ1hYWCA0NBQfP36Em5sbunbtCg0NDTasvSTqn4yMDPLz82FpaQlTU1M8f/4crq6uiImJEUowX1hYKBVnNQxSgSaFFFJIIYUUUlQIZlaFy+VKPJqfYIfd19cXFhYWWL16NaytrdGxY0ccOXIECQkJePPmDXuOgoICvL29UadOHcjLy1ebG+2RI0fQvXt3uLq64tq1a0hMTISKigouXrwIHR0d6OjoIC8vDwAQHh4OFxcXzJkzB+7u7gDEJ4KAf0RC8+bNkZaWhvHjx+P+/ftsRM7w8HC2rE+fPo3NmzdjyZIlLC9xu17W1DQEQLHrIJfLRU5ODg4dOoRz586x6Rz27duHDh06wMbGBtOnT4e2tjZcXFxgYWEh8YGWnz9/AgBmz54NoDh5dlFREV68eIG//voLiYmJkJOTKyU2paheVNrFkcPh/AnABUBjAGEA5hPRvTKObQlAVNzkgUR0ReC4PgC2AugIIAbARiLyqTR7KaSQQgoppJBCYhDsXFZXEuqlS5fiwYMH6N69O+Li4vD06VOkpaXh+fPnWL9+PTw9PdG2bVsAxSLt2LFj1Tb7mJ+fj5MnT+L169dQUFCAv78/unTpgtq1a2PixIlYt24dnJycYGJigvv376NPnz44evQoGxikKkWQKJc6xq3NwMAA169fh62tLZSVlbFhwwZs3boVI0eOxP79+yEjI4Pp06dDQUGhynmVBcE0BL1794acnBy2b9+O06dPw8rKCgoKCmjdujUePnwIDw8PNg3BjBkzxM5RMF+gvr4+667avn177NmzB40aNcLx48cRERGB2rVro0GDBgCK8/Qxbo+SQl5eHhITE/HkyRMoKSnhyZMnuH//Plq2bIkfP37A3d0dL168gJqamkR5SVE+KiXQOByOLYAdAP4EcP/vfy9zOJwORBRVzqmWAF4L/J0icM1WAC4B8AdgB8AIwG4Oh5NIRKd/6SmkkEIKKaSQQor/OQiKiiNHjmDu3LkICQlB9+7dwefz0ahRIwwZMgRA8czA4MGD4e7ujlWrVqFdu3YA/hGS1REpVEFBAbt37waXy2Xd8rp06YLt27fDz88PL1++hLGxMa5du4Zu3brhzZs30NLSYvmKQ5y9efMGsrKy6NChA+vW1rVrV6xatQo8Hg+9evVCYmIi6tSpg9q1aws9CwNJCN6amoYAKJ5Nzs7OhrGxMUxMTODr64vbt29jwoQJiIiIQKNGjQAArVu3RmFhIWJjY+Hs7IywsDChpNpVDSYgiGCUyA4dOmD8+PE4deoU9u3bh0ePHiEkJARmZmZISkrCgAEDcO/ePdjY2IiNlxS/jsrW3gUADhDRXiL6QERzAMQCmFXBeclEFCfwKxDY5wAghojm/H3NvQAOAnD+5aeQQgoppJBCCin+p1By5szOzg7t27eHiooK8vLyhNwsmYTZwcHB+Pz5M+bPn4+0tDSh61WHiyOfz0fjxo2xdetWfPnyBbdu3QKXy0VgYCAuXLgAPz8/mJmZQU9PD+PHj4eMjAzLs6r4CtrxwIEDGDt2LF68eIGkpCQAxbZTVlaGlpYW3rx5Azs7O3Ts2BFr167FnTt3cP/+/SrhUVlcunQJeXl56NGjB/r16wfgnzQE3t7eGD9+POzs7BATE4MXL16IvIYkBOTJkydhamoKX19fAMDatWvB5/MREhKCFStWYMeOHQCK0wL8+PEDTZs2xdu3b8XmTsiIsvT0dLRr1w6PHj1i77NixQr4+vpi/vz5GDJkCMzMzAAURzdVUFBgA+hIUXNQ4Qwah8ORB9AdwOYSu64C6FX6DCGc4XA4igA+A9hGRKcE9hn+fQ1BhACYxOFw5IiosKyL5ufn4+vXr0Lb6tatCzU1NfD5fHz79q3UOfXq1auAajEKCgoQHR1daru6ujrq1KmD/Px81p9XEA0aNICKigpyc3MRGxtban+jRo2gpKSEnJwcxMXFVYqL4DM2adIECgoKyMjIYBtVQTRt2hTy8vJIT09HcnJyqf3NmzeHrKwsUlNTkZqaWqn7i0JSUpKQ/zdQ3BAykaYSEhLYsMAMZGVl0bx5cwDFCVCZvC8M5OTk0KxZMwBAbGwscnNzK8WFsU+tWrVYl4EfP36gsFC46igpKbGjWVFRUeDxeEL7VVRUWPeDb9++lfL3r1OnTqX4lFf3mLwnUVGlJ5zV1NRQt27d3657oiBYdyqqe40bN0atWrWQlZWFhISEUvsrqnuVRVl1r2XLlmyuovT09FL7mdHk36l7ZYGxT0V1T0FBgU1u+vPnT+Tn5wvtr0zdqyzKqntMePCSbR5QuXavvLonCoL3EXe792/r3r9t98RZ9/5tu1ey7ikrK0NBQQHx8fHg8/kSafdK1j0VFRXUr1+ffX4ZGRkQEXg8HhISEoTej99t95SVlaGmpiZ0fS8vL6xduxY3b97E8ePH4erqirlz58Lc3JydLQDARvi7ePEi7ty5A1VVVaEgF4LgcrngcDhltrvl1b06depATU0NHA6n3OszKCgogKamJnbu3Im5c+di/fr1mDlzJvr27YtBgwaBz+ezYfZ5PB6IiO0wFxUVscFNCgsLkZCQwIa+B4TrnoKCAho0aAAOh8POngief/DgQbi4uODIkSMwNjaGsrIyu19RURGNGjWCnp4ehg8fjlOnTiEvLw/du3dH27ZtheoPh8Nhn6+oqAh8Pl+o/Mure0yycOb8kvWSx+Nh7dq1bBoCeXl58Hg82NnZQUZGBgUFBZCVlWXTEKSnp7PXYMpBsO4wAoXH4yE+Ph5FRUWV/uYKni8I5voTJ05EfHw8eDwetmzZgoKCArx58wZZWVk4e/YsgoKCoKurC2NjY3Tr1g3dunVjucjKypaqO4wroqamZqXaPcHzGVfVlJQUGBkZoXfv3tDX1wefz2ftU6dOHSQmJuLMmTP4/PkzGjRoAGdnZxQWFqJ///7scaLqDlDcDubl5f2rdk+KyqMyQwzqALgA4ktsjwfQqIxzslA8EzYawCAANwAc53A4dgLHNCrjmrJ/31MIHA7HnsPhPOdwOM9TUlJK7pZCCimkkEKK/1mkpKQgLi5OooE5SiIrKwuivr8lxdm/QXZ2Niu2iQhpaWnYunUrjhw5AiMjI2zatAlqamrYuXMnbty4ISRMmUiTGhoaGD16NHuN8lBQUFDu/pKoU6cOVFVVy9z/8OFDXLlyBXw+n02XwMz0NWvWDF5eXsjKykJAQABu377NnsfMcJXlhsmIs7JmXgTFmSjExMRgz549OHLkCMzNzaGsrAwAePfuHRtYxcHBAZs3b8ahQ4cAAIqKiqybaFl2JKJKl7+gwBc8XxCysrI4f/48OnXqBF1dXfa6jHj4nTQEguKsMhB05WRQ8lwejwcOhwMNDQ0AgJWVFa5fv466deuiWbNmGDZsGCIiIkQOXImKlsiIs4rqq5ycnMgE10ywEkNDQ+jp6SEwMBAAEBoaiqdPnyIysjgshJ2dHWxsbGBgYAAbGxuEh4fj7t277LtTFpKSkqRiS8LgVFQZOByOJoCfAEwEg4JwOJzlAMYSUftK3YjD2Q3AiIh0//77E4C/iGi1wDF9ANwG0JiIypxm0tPTo+fPn1fmtkJoueRihcd8W2/1y9f9HdQkLoCUT0WoSXxqEhdAyqci1CQ+NYmLFFJUFrm5uahVqxby8/PZnGFTpkxBcnIy5s6di/79+0NWVrZa1pgxYGYSbW1tkZeXBycnJ5iZmbEzOcxsm4yMDKKiouDg4MAm1dbU1BQ7v9jYWFhYWODFixeQl5dHdHQ07O3t8eHDB/B4PLRv3x7Xrl0Teh5J2rLkmrGsrCwMHjwYP3/+xNu3b1nRFB8fj/DwcIwbNw4ODg5spEtxgpmdys3NxcuXL9G7d28Aom3E1FEAMDc3x+zZsyWWL/Dw4cNYsWIFli9fDjs7O0yYMAE/f/7Eu3fvoK+vj169esHV1RUA8PTpU9SuXRvt2rVjZ25FCb+qBIfDeUFEemK9yf8QKlMaSQCKUHq2rAFKz4CVhycApgj8HVfGNXkASvuqSCGFFFJI8T8FqWCUojJQVFQEUDyzwUTPCwgIwJQpU7B7927w+XyYm5tLfB2NYAe9oKAACgoKCAgIwOzZs+Hj48PyYkQaMyDevHlzHD58GA8fPhS7OHv48CEyMzNhYWGBWrVqoX///ujRowcePXoELpeLM2fOIDk5GX/++Se2bt2KBQsWAJDser0jR45g06ZNbK6uLl26QENDAxcvXsTYsWOho6OD9+/fQ1FRUSgNgSTC/RMRuFwusrKyYGRkBCKCu7s7Ro4cKZRQngEjziZNmoTMzExYW1uLhZcojB07FlFRUTh37hxWrlyJRo0a4fLly/j27RuePn2K06dPIzQ0FF27dkXPnj3Z85hk1lLULFRYo/8O7PECgHmJXeYAHv7CvbqgOLAIg0cA+ou45vPy1p9JIYUUUkghhRT/HQh2gAUTZgcEBEBZWRnr1q0T6UomTgh2zENCQrB27VqcOHECdevWxc6dOyEvLw9fX19cu3aNdXfkcrn48OED2rZti7i4OFhZWbHXqkpeQPGsT2FhITZt2oStW7fizp07CAwMRIMGDZCdnY3Ro0fj3r176Nq1K/r374+OHTtWeq1+VUIwDcGtW7dgZ2cHOzs7jBw5EtevX8e6deugra0NExMTFBQUsGkIJCHOgOK6x+PxsHjxYtSuXRsWFhY4ePAgTp48ye4XLL9bt27B3Nwcb968wb179yp0HfxdMNcUXIMmIyODxYsXo3PnzujevTtCQkKgoqKCTp06wdTUFK9fvxa5lri6UlBIUT4qWypbAUzmcDjTORyODofD2QFAE4APAHA4nHUcDucGczCHw5nE4XDG/X1sOw6H4wzAEcBOgWv6AGjK4XC2/33cdACTUToYiRRSSCGFFFJIIQUAYZEWGBgId3d3NjCBpCCYSHnWrFmoV68eO9OnqqoKPz8/KCkpwcfHB1euFKd/jYiIQI8ePTB69Gjo6OiUulZV8oqOjoacnBz27dsHNTU1eHt7IyEhAadOnYKPjw/mz5/PnvPz50+EhYWxQWMkCSYNwfDhw2FgYIB169Zh3bp1UFJSgp+fH/r37w9VVVU8f/4c3bp1A5/PF0sagpIQXOuZk5MDHR0dbNq0CdOnT0eHDh1KiTQGHTt2hLm5OZ49ewY5OTk2mXVVgnG5zMzMxJ9//olp06Zh69at+Pz5M2RkZODm5oaVK1eiVq1a7BrLli1bolOnTr8UuEqK6kWl5jSJ6DiHw1ED4IbiRNXvAAwiou9/H9IYQOsSp7kBaIFi98hPAKYS0SGBa0ZyOJxBALahOFx/DIC50hxoUkghhRRSVAekLpf/f8CINDk5OVhYWACQ/LqpI0eOYP78+bh+/bqQy1hAQAD69u0LX19fzJw5E4cPH8aPHz/g7OwMJycnrF5dvPReXLM/X79+RZs2bbBv3z5MnToV3t7emDVr1v+xd9fxVdVvAMc/3yUbY2MwultKSelU6Y6foJR0h4KEtJQgSneHhALSJYJIM1FUukbDYMAGLFh8f3+cey93wRi47V70eb9e9wU7+Zx7zz3nPudbfPvtt4SEhFCjRg2UUly9epW7d+/SqFEjunTpYinRS07WwxB0796dgIAASpYsaenkYsuWLdy6dYsrV67QuHHjaO9XUn3W5vZY5l4enZyc6Nmzp+Xzat++PYsWLWLp0qVERUXx4YcfAkYCnidPHj7//HPg+WDWiSkqKsqSnJUqVYrq1auTP39+5s+fT+7cucmXLx9KKUvnLi4uLoBR5fLRo0dUqVIlUeMRSSfBZ47WehYw6wXz2sX4eynGmGYv2+YvQImExiCEEEL8V0jCGL+YJRPJmZwFBgayZs0a5syZEy05a9CgAVu2bKFTp0588cUXzJs3j/bt29OjRw+GDRvGiBEjgKStmpc7d26mTp1K9+7dcXJyok2bNsyePZtu3boxb948lFKULl2aLVu2sGDBAvr168eAAQOSPK6YrHu4zJ49O7Nnz6ZHjx589dVXdOnShSpVqljacHXs2DFZBhw3J2dBQUHUrVuXZ8+ecf36dXr16mXpYKNAgQJ06NCB+fPn89133+Hp6cnq1avx8PBg5syZlm0ldskZGNURw8LCaNiwIdWrV2f27NkAzJ07lw0bNlCxYkWePn1qKWU8fPgwQ4cOJSAggOPHj1sebCRFbCJxScVTIYQQQohXEBISwl9//UWGDBks06ZOnYpSit9//51bt24xaNAgHj9+zLx589i5c2eyJGfm9lC9evVi9uzZtGvXjnXr1pEmTRpmz56Nk5MTCxcu5ODBgzRq1IglS5Yka3J26NAhtm/f/sJhCGbOnMmTJ09YtGjRKw1DkBjMnWU8fvyYkiVLUrp0aRYsWMCIESOYPHkyR44csSybP39+evbsSbFixWjSpAlHjx5lypQpSRJXTA8fPqRevXqW5Kx27doopahQoQLTpk2jd+/e7N+/H4AyZcpQu3ZtfH19k6zKpUga0m2LEEIIIeIlpXnRhYaG4ubmFm1MtLZt29KnTx8ABg0aRPfu3bl06RLly5fnvffeA5IuCfLz88Pb2xsvLy/Cw8Nxdnbmk08+YcKECTRv3pylS5fSunVrZs+eTceOHZk+fToLFizgnXfeAZK2PZd5+xEREXz99deEhobi5OQUbRgC6yRtxowZdO3alcmTJ5M/f34yZ85sScqSspTUXDpVvXp18ubNyzfffAMYg64vW7bM0sbQLEeOHPz0008UKlSIo0ePWgZNT8oeEbXWZMyYkZ49ewJw4MABcubMyfbt2wFjXLsrV66wefNmypUrh7OzM/379weSpsqlSDpSgiaEEEII8Qpy5syJj48PvXv3tkxLlSqVpXe9LFmykCZNmliDWidFEnTq1Ck++ugj1q5dS0BAgGW4gSZNmpA1a1bmzJlD27ZtWblyJWnSpGH+/Pn07duXbNmyWbaRFImPde+Gz549w9nZmcWLF5M2bVrmzJkTrYfLuIYh6Nq1a7KMEWft8ePHpEyZkqxZs3LgwAEA/vzzT+7fv4+np2e0ZdevX4+joyNHjhxJsuQsZg+Q5s/JXApWsWJFS0laeHg4RYoUIX369JZOYqxJydmbRRI0IYQQQogEMicS33zzDQ8ePKBJkyaA8QPY3JV+5cqVqVOnDoUKFUryeAoXLkzlypVZs2YNO3fuBOB///sf/v7+7Nmzh86dOzNz5kxat25t6dWxdu3a0Y4lsdnrMAQxWXdXHxoaio+PD8uWLcPf358lS5YwevRoWrduzZw5c8idO3e0WKpXr86+ffssVQcTOzkzV0d88uQJvXr1omfPngwfPhwwzrWIiIhoy5sTsjt37pArV65EjUUkP0nQhBBCCCESyJx4FC1alEmTJvH333+TJ08e2rZtS8+ePalbty4dOnSwtO1KygTDvO0JEyZQvnx5Fi5cSMmSJbl27ZqlBCg8PNzSi2NwcHCcx5LY7HUYAmvWCdCgQYPYu3cvT548IXv27MyYMYP79+/zzTffMHjwYKpVqwZE/yxTp05tqaKZFMmZubOSEiVKcPfuXVxdXVmwYAFdu3YFiLbP8PBw/P39+eSTTzhz5gyjR49O1HhE8pMETQghhBDiFbm4uFC3bl18fX1p1aoV7u7u5MiRg+nTp0frECQp201ZD5Q8evRoPvjgAx49ekS3bt0sy5hLVvr06ROtSmZSMw9DsHr1avr27UuDBg0AYxiC+/fvM3fuXFKmTMnKlSuZO3cuxYoVo1+/fowZMwaIPhZZYjN3CBIUFETp0qW5desWGTNmxM3NzdIWbvbs2VSpUoVz585ZOiyJq4pqUny+Tk5OPH36lHfffZdq1aqxdu1aJkyYQJ8+fbh8+bJlfDMwksYbN27Qs2dPzp07h6+vL05OTkkyQLZIPtJaUAghhBDiNSil8PT0ZNSoUbHmJVeX9eYkTSnFoEGDCA4OZtmyZURGRtK0aVO8vLySPIaY7HkYAnjeIcj777/P+++/z/Tp06PNj4yMJFOmTEyZMoU+ffqwaNEiIiIieP/995MsJvN+HR0d0Vozd+5cHjx4QKtWrYiKisLZ2Znw8HD8/PxYsGABGTNmpEmTJkRFRZErVy5GjhxJgQIFLNUfpUOQN5uUoAkhhBBCJLLkGk8MYpekVa5cmUWLFrFq1apopS3JxV6HIbB2+fJl0qVLFy052759OwMHDqRfv34cP36cXLlyMW3aNC5dusShQ4eSPCZHR0dCQkLo2LEjrVq1onHjxnz99dccOnSINWvWMHbsWKpUqcKRI0cYPHgwFStWpHr16ly8eJFChQrh6OhoKR0Ubzb5BIUQQggh3nDWJWkjRozgyZMnpE+fHhcXl2SPxd6GIYhLUFAQu3fv5ty5c0RERLB27VrGjh1LnTp1ePz4MbVr1+aXX36hcOHCbNiwAR8fn2SJKzQ0lP3795MiRQqmTZtG586dGTBgAH/99Rfr1q2jTp06aK2JjIxk1apVXLhwgZw5c1rWT84HAyLpSIImhBBCCPEvYJ2kTZo0yWZxWA9DcPDgQeD5MASOjo7JOgwBPK86CM+TwDJlytChQwcKFixImTJlcHR05KeffqJq1arcuHGDRo0acfbsWQoXLkz69OmjrZtUIiMjLW0G9+zZQ+PGjZk3bx79+/fH0dERb29vQkJCcHNzw8nJidatW8d5jOLNJ2m2EEIIIcS/RFJ2SpIQ9jYMgdYaR0dHgoODuXbtWrSeGGfPns22bduYP38+a9asoWrVqgBkzZoVNzc3XF1do20rsZMzc1f55pgcHR3x8PDg/fff5+7duwC4urry9ddfkzdvXsaPH89PP/1EeHh4rG1JcvbvIgmaEEIIIYRIFPY0DIE5noiICGrUqEGePHno168fq1atssyvVasWhQsXJkuWLJZp7dq1IzIy0jJeXFKw7kq/S5cu9O7dm40bN3L9+nWePn3K7t27Le+Nq6src+fOJX369EyYMIFjx44lWVzCPkgVRyGEEEK8UXIO2vrSZfwm1E2GSMSLmIchqFy5MpMnT8bf398yDIF5EOrkanPm6OhIpkyZiIyMxM3Nje7du7N27Vpq1apFly5dLEnlsmXL2LBhA1evXuXo0aM4OjomSdVB6+Ts7bffply5cjx48IAFCxZw9uxZvL29iYiI4Pz58xQoUAAwkrQZM2bwzTffUK5cuUSNR9gfSdCEEEIIIUSis4dhCMxt8r788kvOnTtHiRIl+OWXXxg7diyLFi1ixowZ9OvXjwIFCpA9e3ayZ8/O999/j5OTU5J0V2/e5uPHjylVqhQNGzZk6tSplvmXLl0iLCyMVq1aMWLECEaNGmVJ0lKkSMGQIUOA5O1QRSQ/+WSFEEIIIUSySq7kwlw6ljZtWnLkyMGBAwd4++23WbNmDcWLF+fcuXMsXLiQSpUqERkZydSpUy0DPSdVcvbkyRMqVqxIjhw5LMmZuV1Z7ty5KVSoELt27eLq1asMHz6c06dPx9qWJGf/bvLpCiGEEEKIf7V06dLRqlUr5syZw7Vr11i4cCG7du3C19eXVatWsXr1aqpUqWJZPrGrNZoTvqCgIEqUKMGdO3fw8vJiz549hIaG4uzsbCnti4yMxMfHh82bN+Pr68t3332XqLEI+ydVHIUQQgghxL9eo0aNaNSoEVWrVkUpxZIlS3j77bfRWpM9e3aAJKnWCEbC9/jxY3Lnzk379u2ZOHEi7dq14+uvvyY8PJz33nvP0sW+ue2bj48PJ06cwMPDI9HjEfZNStCEEEIIIcS/nqurK2XKlMHPz48VK1ZQuXJlIiMjow1NkBTJmdmdO3do27YtEydOBGDOnDn4+Pgwbdo09uzZE637fEdHR6KiovDy8rIkbOK/QxI0IYQQQgjxr2busr5///4ULVqUH374AUje8cPy5cvH5MmTAQgLCyNFihQsXryYtGnTMm3aNH7++WfL2GgQvZ2ZjHP23yJVHIUQQggh/gHp9t/+KaUsSVrZsmWJioqyaTyurq6WdmmLFy+mffv2zJgxg9DQUOrVqycJ2X+clKAJIYQQQoh/PaUUSilGjBjB119/DST9QNnxMVdddHJyYtGiRWit+fXXXyU5E1KCJoQQQggh/jsyZ84M2MdYYtZJ2saNG6O1hxP/XZKgCSGEEEL8i0iVy4SxdXJmZu4QxFxyZg+Jo7At+fSFEEIIIYSwIeuETJIzIWeAEEIIIYQQQtgJSdCEEEIIIYQQwk5IgiaEEEIIIYQQdkI6CRFCCCGEEElCOiwR4tVJCZoQQgghhBBC2AlJ0IQQQgghhBDCTkiCJoQQQgghhBB2QhI0IYQQQgghhLAT0kmIEEIIIYT4T5BOS8SbIMElaEqp7kqpK0qpUKXUb0qpSvEsW1UptVEpdVspFayU+lMp1T6OZXQcr7f+yQEJIYQQQgghxJsqQQmaUupDYCowDigOHAK2K6Wyv2CV8sBfQDOgCDAbmKeU+iiOZQsDmaxeF17lAIQQQgghhBDi3yKhVRw/BZZoreeb/u6llKoFdAMGx1xYaz0uxqTZSqlqQFPguxjz/LXW918hZiGEEEIIIYT4V3ppgqaUcgFKAl/HmLULo6QsoTyBG3FM91VKuQKngTFa670v21BYWBiXL1+ONs3Ly4u0adMSFRWFn59frHW8vb0TFOSzZ8+4cSN2mD4+Pnh6ehIWFsbNmzdjzU+fPj0eHh6EhIRw+/btWPMzZsyIu7s7wcHB3LlzJ0GxWB9jlixZcHV1JSgoiPv3Y+ezWbNmxcXFhcDAQAICAmLNz549O05OTjx8+JCHDx8maP9xuX//PkFBQdGmOTg4kDNnTgD8/f158uRJtPlOTk5kz24Utt65c4fg4OBo852dncmWLRsAt2/fJiQkJEGxmN8fNzc3MmXKBMD169cJDw+Ptpy7uzsZM2YE4Nq1a0RERESb7+HhQfr06QHw8/MjKioq2nxPT88ExRPfueft7U1ERATXrl2LNT9t2rR4eXm99rkXF+tz52XnXqZMmXBzc+PJkyf4+/vHmv+ycy+hXnTu5cyZEwcHBwICAggMDIw1P3fu3MDrnXsvYn5/Xnbuubq6kiVLFgBu3rxJWFhYtPkJOfcS6kXnno+PT7SYrSXkuhffuRcX6/3Y4roXl6S67r3s3IuL+f1J6uueq6trguKBpLvuxXfuxcV6OVtc9+KSVNe9l517cbF+f5LyuufklPDuBZLqumd97iWE9Xtji+teXJLquhfz3Ks+78xLY/m5c0HL/5P6uvdPz734rnsi4RJSxdEHcATuxph+F8iYkJ0opeoB7wHzrCbfxiiBawo0Ac4Be5RSlV+wjc5KKV+llO+DBw8SslshhBBCCCGEeKMorXX8CyiVGbgJVNZa/2o1fQTQUmsdb6ceSqkKwHZgoNZ69kuW3QZEaK0bxLdcqVKltK+vb7xxx8Weeu6xp1hA4nkZe4rHnmIBiedl7Ckee4oFJJ6Xsad47CkWkHhexp7isadYQOKxFaXUb1rrUraO402RkBK0+0AksUvL0hO7VC0apVRFjORs+MuSM5OjQL4ELCeEEEIIIYQQ/zovTdC01s+A34APYsz6AKM3xziZqipuB0ZprackMJ5iGFUfhRBCCCGEEOI/J6EtSb8BliuljgEHga5AZmAOgFJqPPCu1vo9099Vga3ALGClUspc+haptb5nWqYv4AecAlyAVkAjjDZpQgghhBBCCPGfk6AETWu9RimVFhiKMVbZ30AdrfVV0yKZgDxWq7QD3IH+ppfZVSCn6f8uGD1DZgFCMBK1ulrrba9zIEIIIYQQQgjxpktwX6xa61kYJWJxzWsXx9/t4lrWapmJwMSE7l8IIYQQQggh/u0S0kmIEEIIIYQQQohkIAmaEEIIIYQQQtgJSdCEEEIIIYQQwk5IgiaEEEIIIYQQdkISNCGEEEIIIYSwE5KgCSGEEEIIIYSdkARNCCGEEEIIIeyEJGhCCCGEEEIIYSckQRNCCCGEEEIIOyEJmhBCCCGEEELYCUnQhBBCCCGEEMJOSIImhBBCCCGEEHZCEjQhhBBCCCGEsBOSoAkhhBBCCCGEnZAETQghhBBCCCHshCRoQgghhBBCCGEnJEETQgghhBBCCDshCZoQQgghhBBC2AlJ0IQQQgghhBDCTkiCJoQQQgghhBB2QhI0IYQQQgghhLATkqAJIYQQQgghhJ2QBE0IIYQQQggh7IQkaEIIIYQQQghhJyRBE0IIIYQQQgg7IQmaEEIIIYQQQtgJSdCEEEIIIYQQwk5IgiaEEEIIIYQQdkISNCGEEEIIIYSwE5KgCSGEEEIIIYSdkARNCCGEEEIIIeyEJGhCCCGEEEIIYSckQRNCCCGEEEIIOyEJmhBCCCGEEELYCUnQhBBCCCGEEMJOSIImhBBCCCGEEHZCEjQhhBBCCCGEsBNKa23rGF6ZUuoecNXWcQghhBBCCCFeKofWOp2tg3hTvJEJmhBCCCGEEEL8G0kVRyGEEEIIIYSwE5KgCSGEEEIIIYSdkARNCCGEEEIIIeyEJGhCCCGEEEIIYSckQRNCCCGEEEIIOyEJmhBCCCGEEELYCUnQhBBCCCGEEMJOSIImhBBCCCGEEHZCEjQhhBBCCCGEsBOSoAkhhBBCCCGEnZAETQghhBBCCCHshCRoQgghhBBCCGEnJEETQgghhBBCCDshCZoQQgghhBBC2AlJ0IQQQgghhBDCTkiCJoQQQgghhBB2QhI0IYQQQgghhLATkqAJIYQQQgghhJ2QBE0IIYQQQggh7IQkaEIIIYQQQghhJyRBE0IIIYQQQgg7IQmaEEIIIYQQQtgJSdCEEEIIIYQQwk5IgiaEEEIIIYQQdkISNCGEEEIIIYSwE5KgCSGEEEIIIYSdkARNCCGEEEIIIeyEJGhCCCGEEEIIYSckQRNCCCGEEEIIOyEJmhBCCCGEEELYCUnQhBBCCCGEEMJOSIImhBBCCCGEEHZCEjQhhBBCJCplcLZ1HEII8SaSBE0IIYQQiUYpVRPwBx4rpfrbOh4hhHjTKK21rWMQQgghxL+AUsoBuAPMB64AU4GSWuuzNg1MCCHeIE62DkAIIYQQ/xreGA9/vwBQStUD3gYkQRNCiASSKo5CCCGESBRa6wDgtlKqmlIqB1AKOGfjsIQQ4o0iCZoQ4o2llGqrlNJKqYu2jkXYjlKqolJqpFIq9b9hP1b781BKqQQsV0IptU4pdUUpFayUuq+U2q+UapjA/VQ1fY/ier3/GqF/C/wM+AFLtdYnX2MbQgjxnyUJmhDiTdYK40dgHqVUORvHImynIjACSP0m70cp5aiUaqeU2qOUCgEeA6FKqT+UUgOVUh4vWDU3kAJYDPQGxpim/6iU6vEKIcwEWsd4/f2Kx6CAPhjfS4A/XmV9IYQQ0gZNCPGGUkplAqoDbYCxGMnaYRvE4a61Dk7u/Sa1f+tx2SulVHbgR6AAsA7oAdzGaNNVAugF9FBKtdBaH7JeV2v9A/BDjO1NA34D+mEkXglxQGu9+h8cBkALjDZnVYBfgKLA9/9wm0II8Z8iJWhCiDfVR0AosBFYDXxoPe6SUqqZqYrWezFXjGueUiqTUmqeUuqWUipMKXVBKfW5dRUzU/U2rZQqpJRaqpQKAE6Z5uVQSs1SSp01VTN7pJTarJQqHMf+KyqljiqlQpVSV037+cS07Zwxln1pXC9iFW8+pdQcpVSAUuqJUup7pVTahBzXqzLFO1cpdcMUr59Sar5SKpXVMkWUUptM71GwUuqwUqr268SvlBoJjDetcsWqal5V0/xX+VxeGHsC9uOhlPpaGdUMQ5VSd5VSP5vnv+w9Aw4BgUA+rXUbrfUirfV2rfV3Wuv+QD5gPbBdKfXOy7aptY4CbgFeL1s2Riwe6jXHL1NKOQGjge+11r8C14Air7MtIYT4L5MSNCHEm6o1sEVr/UQp9R0wEKgFbDbN34JRRawFsCfGui2Au8A+AKVUeuAI4AzMwyi5qAR8BWQG+sZYfy1GFa5hgItpWmmMUoP1pnmZga7AfqVUYa31HdO+3gF2AQHAl8AzoBPwNOYBvkZcL7LKtO4wjB/6vYBwjCT3ZceVYEqpjMAxIB1GN+t/A5mAxkBajHGx8gMHgTCMtkpPgE+ALUqpZlrrDa8Y/3rgLeBDjNKi+6Z1zpj+Tejn8rLYX7af2cD/MEqrTmGUfJUBimE6z+KxDDgN1NVah5vicQactNYhpv+n0Fr3VUpFAsuVUu/oGOPkKKMKZArTvhtjfB9epURsPuABRCmlDgGDtNYHX2H9jkBOoK7p79NIgiaEEK9Oay0veclLXm/UCygMaKCx1bS/gTUxlluOkQg5W03zAIKB6VbT5mEkbBlirD8RiARymv4eadrvujhico9jWl6MUr4vrKZtNE3LYTXNB3hg2nbOV40rnvfJHO+KGNOnABGA18uO6xU/lyVAFFApjnnmcTd/wEiu3rKa5wlcNb0cXiP+QTHfu9f4XBISe3z7eQjMeI33rArGg4RMpr/dTLE8M+1rD0Y1Xj/TfBeMZPWDOLa1wrSONr0/q83v0UtiKG/6XDoADTAedtwzxVAhgcfhBtwE5llN+9p0nrr9k/NKXvKSl7z+ay+p4iiEeBO1BoKAbVbTVgENlFKeVtNWA2mAD6ymNcT4MbkaLJ0aNMMocYtUSvmYX8BOjKrgVWLsf3bMgLRVey2llLupCt4j4DxQ0jTd0RTLJq31Vat17wPfWW/vNeN6kVkx/v4FcASyv+y4EkoZAxQ3BnZoo3pbNFprbTr+WsBmbTVwsdY6CJhjiqfoP4g/lgR+Li+N/WX7wTgf31VKZUnAstaaAz9orW+b/v4So4R3HNAI+AurNmRa62fAdqBqHNsaj3F+tcVI7NxMr3hprQ9prZtprRdqrTdprb8C3sVIpL9K4HH0wviujbKadhrjPC2UwG0IIYRA2qAJId4wpsTlI4xqY5mUUjlN7bYOY1Tvamq1+C6MkqkWVtNaANcx2vyAUaXNG2iPUWpg/frJtEz6GGFciiOuFEqpiUqpWxjVFe+btlGU573+pcf4wXwhjkM7H+Pv14nrRa7G+Puh6d80MabHOq5XkA6jJOyvlyyTkrgHLT5t+jdnHPMSGn8sCfxcEhL7yww0bfOaUspXKTVGKVUwAeuV5HlVWwV0Ab7SWo/UWm/UWvcFYlb7vGuKORqt9Smt9U9a62UYibAnsDkh7RXj2NYVjFK1ckop9/iWVUp5YRz/GsDZ6jsZaFpEqjkKIcQrkDZoQog3TVUgm+nVII75rTC6G0drHa6UWofRgUgKjASuBjDNqlTE/KBqFbDoBfuMmVCFxLHMVIw2ONMx2lgFYlSZm0LCHobF/BH9OnG9SGQC9xnXcSWUeVsJKW1KSCzWEhp/XBLyufzT2NFar1ZK/YJxTtbA6O5+oFLqE631inhWTYtRZRGMpMsDo92htSNAZau/s2E8ZIgvHq2U+h6j9C0/rzdY9FWM9yg1RrXgFxmAkSy3Nb1iiqtUVAghxAtIgiaEeNO0wigV6xDHvPeA7kqpLFrrm6ZpqzE64aiDUSLlQvSOE+5hVE9z0lr/xOv7EFhmKvGwUEp587xDCX+MJChfHOvHnJZYcSUXf4x44/sxfg+jFOutOOaZp/m9xr7jS6wS+rm8LPaX7QdTNcW5wFxlDGZ9BGPctPgStCCe97QYgFGtMG+MZfJYxZ0eo5puo5fECs+rN75ST45WcmMkxw9ftIApnr4Y7SW3x7HIbKQETQghXolUcRRCvDFMpWDNgG1a6x9jvoBvMK5r1r0T7sMoofjQ9Lqotf7NPFNrHYlRlauxUqpEHPv0SmC345HEKNFRSrXE6DXQel+7MdrK5bBazidGzIkZ1z9iarf1linGF9JGt+4bgNpKqfJxbEeZjmkHUM/Um6N5XiqMqn3XeL1qhuYeML3jmJeQz+Wlsce3H2UMMB0tCdJaPwKuvCAma2cwens0f+YbgKFKqQZKqexKqVZAZ8BRKVUT2IsxXpmlZ1JTkhQzZheMtpohmKqPvuizVErFqipqqp7ZDPhFax1fyepQjMR18Au+k2eQBE0IIV6JlKAJId4kDTDa1WyKa6bW+opS6hRGKdsk07QoU1WvThilZ+PjWHUQRocbB5VSCzGSBE+MH5ZNMUo07rwktk1AG6VUEEaPksUwEsLLMZYbAdQEDiilZmOUmHTCKDnyJnopTWLE9U+9i5EUjMLoVTE+gzE6qdijlJqH0d18BqAJRiccfsAXpmV+VUrN5Hk3+9mB5qZk6VX5mv4dp5RahdH74M9aa38S/rkkJPY492P696apOu1JjFKxChjtwF42SPQWYIpSaripQ5N+GJ3fbDTN98c4Z8eajmUh0D/GNlYrpcIw2lXexhgeoDVGqexnWusnpuVe9FmuUUo9MR2fP8Zg2V0weoKMuS8L00OGLsBMrfWDFyx2EaimlPLWWr+wJE4IIcRzkqAJId4krTB+DO+IZ5nNwCCl1Nta6z9N01ZhtAmCOMaF0lrfU0qVwSgNaIRRYvEIo+OOkRhVKl+mD0ay9SFG9UtfjB/ok2Ls6w+lVA2MLshHYCRYMzFKOopjdP+emHElG631bVO85p4IU2MMlrwLU3VCrfU5pVQFjKTjM4yk+Q+gvtZ6WxybTch+jyilhmIkC4sxSlGrYSQbCf1cEhL7i/ZzCOMz/ACj+qETRulZf4w2cPFZB4zBGDqhp9b6lqnE9B3AFfgdo6ribuCUda+UVpZjdMXfE6MtWBDwG9Bfax3nw4wYNmOU4H6K8QAgwDTtS631mXjWG4VROvltPMtcNP1bBIjVQ6YQQojYzGO7CCGEsCGl1FSMBMzDVNVN/EcopcpiVMWdhlFVMNbnb+pJ8QOt9caY84QQQvy7SIImhBDJTCnlZt2uRymVDqOXveNa65q2i0zYiql92VqMUrtZGKVNARhDKbyHUToWAbxtVWVRCCHEv5AkaEIIkcyUUncxevY7h9FZRUeMH+LVtNYHbRmbsB2lVDaMaq/NMaoamt0DFmCMjxYY17pCCCH+PSRBE0KIZKaUWoTRdikjRqmILzBSa/2LTQMTdsHUO2d+jDHS7gNnX7PzFCGEEG8gSdCEEEIIIYQQwk7IOGhCCCGEEEIIYSckQRNCCCGEEEIIOyEJmhBCCCGEEELYCUnQhBBCCCGEEMJOSIImhBBCCCGEEHZCEjQhhBBCCCGEsBOSoAkh/tWUUu2UUloplTMxlrMHSqmSSqlflVKPTTFXtXVMtqAMvZRSZ5VSz5RSd5RSU03jiIl42Pv5Lue4EOK/TBI0IYR4gyilHIE1QBZgANAaOPOCZdsppXSMaSWUUuuUUleUUsFKqftKqf1KqYZxrF9UKbVWKeWnlApVSt1SSv2ilBoZ136UUmFKqWxxbGeHUsovjunFlVIblVIPTLH8rZTq/Qpvx2hgGvAb0AvYAfQGeljto7RSappS6i+l1BPTMWxRSpWKb8NKqbamY7r4gvnmYza/IpRSN5VSS5RSWV7hGMzbS6OUGq2U+l0pFWR6L68qpb5XSjVWSqlX3WZSUUpVVEqNVEqlTqLtJ/gcT2pxfYeEECKpOdk6ACGESGLLgdVAmK0DSSTZgDxAP631nNdYPzeQAlgM3AI8gCbAj0qpnlrrmQBKqQrAz8BtYAlwA8gMlAWGAiPj2LYLMATo9rIglFI1gM3ACeBL4InpuLIm5CCUUpmBgcAUrXU/0+S5SqlqQDlgimnaQKAi8D1GMpca6AwcVUrV11pve8EuWgF+QB6lVDmt9eEXLDcSuITxnpYF2gGVlFJFtNYhCTyW4sA2II0pzoVAMMZnXQdYj5F0zkrI9hLon3wvKgIjMM6LR4kXksU/PceFEOKNJgmaECJJKKXctdbBSb3Oy2itI4HIxNymjaU3/fvodVbWWv8A/GA9TSllLoXqB8w0TR4CPAVKaa3vx1g+8ws2/wfQXik1Tmt9/UUxKKU8gWUYCdr/tNZRr3EojQFnnidiZuFAqNXf3wAfaa2fWe1/AXAKGIORGMWMLxNQHWgDjMVI1l6UoO3UWh8x/X+BUioA+ByoD6x92UEopbyATYACSmqt/46xyChT0pn6Zdt6Ffb4vbD6/v+jc1wIId50UsVRiP8gU/UkrZQqpJRaqZR6pJR6qJRaYPrxbL1sJqXUPFPVsDCl1AWl1OfWVa5ibG+p6UfqqVeIIdY6Cdyvh1Lqa1N1vVCl1F2l1M/Kqr2KiqOtjVKqrFLqkGmda0qpQRg/kGPGuOQFVfPibL+TkJjjeT+KKKU2mT6LYKXUYaVU7ZjxAEdNfy42xRArvldlSpBuAV5Wk/MAp2ImZ6blb71gU+NN/w55yS4/AjIAQ7XWUabP8VXvR+8CV7XWV80TTIljHuCkVayHrJMz07SHwF6gUDzxhQIbMUqZPlQJb9e23/RvngQu3wWj1PDTOJIzc7x7tdYbYk5XSjVVSh1XSoUopS4qpZqYpu9TSsVb2hbzHLb6PuZTSs1RSgUoo0ro90qptFbrjeT553xFPa/iWdU0P0HfgRd9/+M7x5VSOZRSs5TR5jDY9F3ZrJQqHMfxZVJKzVVK3TDF4aeUmq+UShVjmdf6vgohRFKSEjQh/ttWAzeBL4BiQEcgO1ADQCmVHjiCUVIxD6O6WyXgK4zqbn1jbG8tRrWwYRjV3RIi1jqvsN/ZwP8wSn1OAd5AGdOx7ItrZ0qpQsBPQBBGCcozjCpvTxIYb5xe472yXjc/cBCjutm3plg+AbYopZpZ/TifC1zBqFY3D/j1deNWSnlgVMvzxiiNqoVxPpj5ARWUUu9orU/G3kKcrmFUe3tZKdr7QCCQXSm1GcgLPFFKLQM+01qHvmA9a29jlYiZDAQ0RonUy2QGYiWfJq2BLVrrJ0qp70zbrYVR4vcyOU3/PkjAsgANgBBilGq+jClRGgF8h1FdtTNGQhMAVMCoavk6VmGcu8OAfBht+8IxklYwqlu+BXyIUeJqfg/PvOZ3IOb3/ygvPsdLA1VMMfiZttkV2K+UKqy1vgOglMoIHAPSAfOBv4FMGOd5WuDxP/m+CiFEktNay0te8vqPvTB+/GhgO6Cspo82Ta9h+nsecBfIEGP9iRjVo3LG2N6614gh1jqvsN+HwIyX7KedaT/mddZhJGV5rJZJh1GdyrKcafoSwO9l23yVmF8Q4w8YP4LfsprmCVw1vRysppc17bvdPzwHVpi2o4EIjOTMy2p+dVPckRg/mr8G6gIp4nk/ymIk+GHAbKv5O6zfR4zE6qnpNQWjDdwUIAr4LgGxO2KUcH2JkWSWwmifFWW933jWr2BadnIc8wqbjqWx1bS/gTUvOOaagA9GKVhTwB+j/VjmBH4OD4A/4pie0rRd88v6sylv2vdUq2nVTNP+BJYmYL/RzmGefx9XxFhuiun8sN7/oJjn/6t+B4j/+x/nOQ64x7FsXtO58EWM720UUCmO5dU//b7KS17ykldSv6SKoxD/bTO01tY9lE0z/VvHVM2nGbAFiFRK+ZhfwE6MKtJVYmxv9mvEEG2dV9xvEPCuSmCvecroHa4WsFlrfck8XWt9D1j5GrG/TszxxXTWKqYgYA5GwlP0dWOLx3jgA6AtsAdwM73M+/8Zo0RhM0ZVwM8wju+uUuqTF21Ua21diharR0cTD8AdWKK17qu1Xq+17otxLrRUShV4Sez5AVeMRK8HcByjY5KbGKWiL2QqOfkOI/EdFccirTHOK+u2aauABipG9V+THcA94DpGoh0E1NMvrgYakyfwOI7pX5m2a35ttJrX17TOcKtp5qqehYEJCdx3XGJWjfwFIyHOHt9K/+A7kOBrhrZqn6qUcjdVvXwEnAdKmqY7YJSU7dBa/xrHNvQ/+b4KIURykARNiP+2C9Z/aKO90UMgB0apkjfQnug/FO9hVBGE5435zS7x6mKu8yr7HYiRvFxTSvkqpcYopQrGs690GInBuTjmxTUtoV7nvbJeNyVwNo55p03/5vwHscVJa31Ka/2T1noZRoLoCWy2bn+jjfZbjTA6qCiBkRBoYJFSqno8mx9r+vdFbdHMvRuujjHd/HeFl4T/tunfkxiJVHOMhDMl4GtKwmIxtT/aBqQC6puSYOv5CqMq3z4gk1Iqp6mN1mGMkrqmcWy2N0ai2wyjRDoDMTrfUEo5KqUyxniZqwAHmeKJabppux9gJH+WbWGU2u3QWgdaLW/uaGWD1vqfdEl/NcbfD03/pnnJeq/7HUjwNUMplUIpNVEpdQuj9PW+aftFed6JSjqMc/mvJIhVCCGShbRBE+K/La7xfcw/0M0PcFYBi16w/oUYfyeoW/GXrJPg/WqtVyulfsFox1MD48fyQKXUJ1rrFXGsZz62+I7b2ovGP3J83ZhfUbJ0VmAqVfgeoy1ffmIkq9ro8e934Hel1EGMErdWGN3wx7W9a6bOHtorpcbFscgtjJIe/xjTzX97vyTkohg/0C9po4OTM8APSqkDwFaM6n5rrFdQSrlhlAYWBD7QcXfIURWji/dsGOdUTK0w2ntZO65NvTgqpX7E6CTkO6VUAa21ue1UNox2VdaqYSSCp4GSSikXbdWZidb6HKbPQSll3bNpHowE5LcY2/Mx/Ts9jrhfxYt6dnzZufi634FXuWZMxWgnOx2jzWYgRmI6xWr/8X3H/2msQgiRLCRBe/OVxPixeMzWgYg3Un6sfoiYqvikxniKfg/j6b6T1vqnONdOGq+0X631bYzOM+YqY+DcIxidJ8SVoJnbB70Vx7z8cUx7SNzdm+f8JzHHse7TF8Rknub3itt8HebqjV7xLvX8WvOirvbNxmK0c4qrFO03jJKhLERPBs1VVe+9ZNtFgb917O75zT+8o1UvVEYPjD9gtN1qoLU+9ILttsJoE9YhjnnvAd2VUlm01jfjWllrHamUGojRsUVvwJyc3sE4XmvmDk42YZQYNidh1WzNPSo+jDHd/D6/qOOTxBRX8pMc14sPgWWm6rAWSilvnh+3vymO+KoF2+raJoQQCSJVHN9sJTHaUqzE6HLa1hLaa5+wHz1jdCnd2/TvdlOpyQ9AY6VUiZgrKqW8VMK7Hk+whO7XVG3MK8a6jzBKKuIsgTFteydQXyll6QZdKZWO573UWbsIeCljIGHzsh4Y7bZeOeZ4YtoB1DP15mheJxVGF+zXiL+61iuJq/qfqbpda4zSjNOmadVV3F3f1zH9G1eVTAvrtmgYJUjWzOODxWzL9glGCc7e+LaN8eM7valUzHwMDhhts25ilK5YT1+JUY2zjdZ6R1wbVEqlwKimuE1r/WPMF8Z4ag7EfZ5YaK0PYFSJ7GuOT2sdaqpOav0yJ1hzMQYB/0bF0V28OTyr/z+yeg/MsdfBaHcFVu0Ik9BT07+W71kyXS8iiVGSp5RqidXDAlPSvgGorZQqH0ccylbXNiGESCgpQXtzmZMzc9uFlcDH2K4k7ROMQV3/x8uffgv7kQXYppTaArwDdAL2aK13muYPwmgsf1AptRAjUfAEimC0x8mLUTqQ2BKy31DgplJqHUZpRBBGSUQtng+2HJfhGG14flVKzcToPbEzRqlh6hjLrsLocGGDUmoqRpfc7TGe0sdMOv7Je/UFRgmLOSZzN/vZgeZxlBT9E6uVUmHAIYyuxTNhJGf5MLq4N1fLmwZ4KKU2YFQhdMBoh9YaCCD2ANFxMZeiFcKqbZPW+nel1CKMKpDOGB1RVMEoIZmk4x/k2gOjBFMBB0zbcTKt+y5GBx3W79fXGKVTuwEnpVQr6+1ZVYVtgPF5xdlFv9b6ilLqFEYp26SXHPfXGL2FmqvjvZDWOlAp1RCjauYJU1XTI5h6ggTqYZTumgfDPotR6t1VKRVkWm4Q8L3pOIcopSZorZPyXuBr+necUmoVRq+oP5P014tNQBvTcf+NMZzGh8DlGMsNxvg+7VFKzcMYgiMDRm+hjQG/P//883yDBg24du3aYaXU/CSIVQghXp+tu5GU12u9Smqtz2mtb8V4XdBav2uDeD6ximGf1jqdHbxH8ornxfMurgtjJPqBGE/mF2HVnbZp2bQYY3Ndwfgh5g8cAPoDLjG2l/E1YohznZft1/SaiNE2KhDjqf7fGL0NOlltpx2xu8Qvj1HKEYpRQjUIIyGKq+vw6sAfphiuAH3i2mZC36t43o8iGG2kAjFKsg4DdeJY7h91s286zr0YXYyHYyRbuzCq/lkvVwtjDKnTGMlvmOm4FgC5Yixrfj/KxrG/OaZ5fjGmO2NURfUzvVcXgE+xGvbhBfGXM21vodW61zF6OSwTx/L7eD6cQKyX1XKbTMeYKp59jzet9/ZLjtnBdDxXAecEfi4+GMMGnMRI0MNM5+ZajOTRejiMtzFKCUMxvrffYlR1/8Y0bUgC9hftHOYF30eMdnkaqBpj+hem+CKt55PA78CL9hffOY6RQJm7x3+KkdiXNn3G+2IsmxWjveBdnp+7cwEPrXUPrfUtf3//2127dg1yd3e/E1+s8pKXvOSV3C/zeCDizRGz5CympyRvSdonPO+xzew8xpNcKUmzU+r5ILeZtGlwVyHeBEqpzhg/tNNrY3gEIV5FD4zk0lqEaXpCBiIXQogkJ23Q3izRkrPz5887Pnr0KGbPWilJvjZpcSVnYFTH+R6jK2MhhEhMRYF7kpyJ1xBXcgZGFdmZQP3kDUcIIeImCdqbI1pytmHDBtcpU6ak9PDwsBSBRkZaekdOjiTtRcmZmSRpQoikUBSjTZEQr+JFyZmZJGlCCLshnYS8GaIlZ3fu3HHYuHFjiiVLlgSuXbs2RWRkJIUKFYp45513IiIjI3F0dITnSVpSVHeMlpwdO3bMKTg4WPn4+OgiRYpEWC1nTtKkuqMQIrEUJfYA10LEJ1pyduDAAedLly45Zc2aNfK99957ZrWcOUkDqe4ohLAhKUGzf7HanD148EBFRESogQMHptq0aVOKGzduOLZt2zb10aNHnU3JmVlSlKRFS862bt3q2q9fP699+/a5btmyxTUsLCzm8lKSZoe01iO11kran4k3jdY6rda6h63jEG+MaMnZzp07Xb744gtPrTUTJkzwuHr1aszfQVKSJoSwOSlBs29xdghSqFChyLx580YcOHDAZdOmTQ/c3d3JkiVL5DfffJNy+fLlj1xcog1HlpgladGSs3Pnzjl+++23KX/99deAoKAgNWzYsFR//vmnk1KKUqVKSUmaEEIIW4qWnD1+/FhNmzYt5ezZsx8VKlQo8sSJE863b992vHXrlmO5cuXCrdaTkjQhhE29kQmaj4+Pzpkzp63DSFJvvfUWY8eOxd3dHQB/f3/c3d3x8PAA4N133+XAgQMMHTo00+DBgylUqBDbt28nICDAzckp9scaEhJydNiwYZw69XpNN+rXr0/37t2jTXN3d2fRokUEBARk+vnnn1m9ejUeHh4pf/31V0aPHk3RokWtF8907do1/4EDB/Lo0aPXikEIIYRIiObNm9O+fftY0ytUqMCgQYNSlC9fnkWLFpEhQ4aUCxcuZNKkSVSuXDnaspGRkZu++uorfv311+QKW4h/rd9+++2+1lpqUyXQG9nNfqlSpbSvr+/LF/yXWLduHWPGjGHEiBFUqVIFb29vIiMjOXz4MNu2bePChQsEBgby4Ycf0qFDhySPJyIiAusk8NmzZ+zbt49s2bJRsGBBZs+eTZkyZShRokSSxyKEEELE5/jx4wQHB1OlShUAdu/ezffff0/Tpk2pWbMmS5cuxdnZmY8++sjGkQrx76WU+k1rXcrWcbwp3sgStP+SsLAwduzYQc+ePTl16hRKKSpVqkSaNGmoUKECFStW5OjRo3h4eFC4cOEkj2fXrl1cuHCBJk2akClTJgBcXFyoXr06Tk5OXLhwgZUrV1KoUKEkj0UIIYSIz44dO1i5ciWLFi2yTPvggw/466+/2Lt3LylTpmTmzJmMGDHChlEKIUR00kmIHdNa4+rqyvz58+nQoQOFCxfm+PHj7Nu3DzCSN4AyZcpYkrOkLBE9ceIEH330ETdu3GDfvn3cufO8fwknJyeuX79Ox44d6dWrl+VJpRBCCGELUVFRHDt2jOXLlzN+/HiGDRtmqWXSqFEj0qVLx/jx4xkwYAB169a1cbRCCPGcVHF8A2itUcoYj/rHH3/k3LlzpEyZkhMnTjB8+HCSqz1eZGQkT5484cqVK6xZs4bChQtTrVo1smTJAsD169e5efMmZcuWjRW3EEIIkdw6d+7MkydPSJ8+PaNGjeKLL77gzp07/PDDDwA8ePCANGnSAHLPEiIpSRXHVyMlaHYoZicaSilLyVijRo3w8PBgwoQJ1KhRI1mTM0dHR7y8vChWrBj16tXj9OnT/P777xw9epT169eTLVs2Sc6EEELYlPWD5549e6K1xsfHBy8vL2bMmEH69Om5dOkSAN7e3pZ15J4lhLAXkqDZmR07dvDll1/GWVUxPNzoBdjPz49JkybRokWLZIsrxvhqVKhQgdatW7Nx40batWtHjK795UYnhBDCJsz3n+XLlxMVFUXNmjW5cOECCxcu5M6dOxw/fpyIiIhoy8o9SwhhT6STEDuyZcsW5s+fz8aNGzl06BBeXl6kTJmSnDlzopQiKioKgNGjR+Pm5gYk7VO/ffv2kSJFCsqWLRvnfrJly8aJEycYNmwY9erVS5IY/ombN29aql8KIYT4b9m8eTMlSpSgWbNmFClShKlTp3LgwAF69epFgQIFbB2eEEK8kCRodiIwMBB/f3+cnZ1p3bo1z549I126dGitadeuHSVKlGDChAn07duXVKmej1udVMnZtm3b2LBhA7NmzbIkhjH35ebmxowZMyhXrhxgX1VE9uzZw5AhQ1iwYEHM8diEEEK8opyDtr50Gb8Jtuto49atWzx+/JgCBQowc+ZMoqKicHR05ObNm2TNmpVSpUqxfPlygoKC8PT0BOzrniWEENYkQbMDt2/fpnv37nz++ec4OjqydetW1q5dy4MHD9i4cSN//vknpUuXpm3btnh5eSV5PPfv36dNmzasW7eOefPmcfz4cXLmzEnJkiWpX78+d+/exc/PjzJlythlcrZr1y6mT59OlSpVuHXrFkWLFrWr+IQQQiSebdu2MWXKFLJmzUrq1Klp2rQpJ0+eJDIyknHjxuHi4kKRIkXo1asXuXLlsqwn9wQhhL2SBM0OuLq68uGHH7JgwQJ69OhB27ZtAUiTJg0uLi4cO3YMIFk6BPnzzz+5dOkSGzdu5KOPPqJKlSoMGjSIixcvsmvXLt566y0eP35sqb9vZi83uhs3brBs2TI2b97M0aNH6dSpE3ny5CFv3ry2Dk0IIUQiu3LlCtOnT2fXrl0EBQUxc+ZMKlSoQIUKFXj33XfZuHEjn3/+OQEBAcnWqZYQQvxT0kmIDV25cgUwErEWLVqQPn16pkyZwokTJwA4d+4cc+fOTbYxxSIjI7l+/TobN24kMDCQ7du3s2TJEgoVKkTt2rVxdnYmPDycEiVKUKFChWSJ6VWlTp2apUuXAsb4cB06dOCXX34BsFTVFEII8e/g6uqKUop9+/bxww8/MHPmTLp160bXrl3Jli0bDx48wMHBQZIzIcQbRRI0GwkODubTTz/l66+/BozeG/fv30/x4sWZNWsW27dvZ/fu3bRv354mTZokS0yOjo5UrVqVPn36sGLFCm7fvo2Dg3GK3L17lxMnTvDw4cNkieVVhYaGAuDh4YGjo6MlGcuTJw8HDx4EsByLEEKIN9vFixcJCAggc+bMjBkzhg0bNrB8+XJ27NjB7NmzefToEX/88QcdO3YkZcqUtg5XCCFeifxitRF3d3cmT57MhQsX+Oijj5g2bRpLliyhX79+VK9enWXLllGrVi3atWsHEGe3+4nlzJkzdOnSBYCUKVNy9uxZLl26xNKlS9m0aROBgYG0aNGC9u3b22XJ2ZYtWxgxYgRnz561TDNXuaxXrx5BQUEMGzbMVuEJIYRIRFu3bmX69OmkTp0agBIlSjB8+HBy586Ng4ODpZ10/vz5KV68uG2DjcPdu3d58uSJrcN4Y4SEhNg6BCGSnbRBs6HcuXMzcOBA2rdvT/HixcmXLx8AtWvXpmLFimTPnt2ybFK28fLx8cHNzY0xY8ZQrFgxVqxYwfTp03F2duabb77hypUrzJ07l8KFCwP21SHIhQsX6Nu3Ly1atOCXX35BKUWBAgVQSvHs2TNcXFwYPny4pYRNCCHEmysgIIDNmzczZ84c1q5di9aaXLly8e6771KyZEmmT5/O6dOn6d69e7QOQezFDz/8wNixYxkxYgRVq1a1JJkibvv27ePy5cu0b9/ern57CJHUVGKUzCilBgNNgAJAGHAEGKy1/juedXICV+KYVVtrvSO+/ZUqVUr7+vq+fsB25vLly0ycOJEcOXIwePBgm8QQEBDAF198wapVqzhy5AgFCxYkKCiII0eOkCpVKrvsrdEsLCyMR48eMXv2bHx8fKhevTqFChWyzI+MjIw10LYQQoiEs5du9i9fvsyIESPIkSMHt2/fpmzZssyZM4c5c+ZQunRpbt26xc2bNyldujRgX/esyMhIevbsSYkSJfD396dIkSJUqVJFkrQXOHToENOnT2f58uWA8TslQ4YMNo5KvC6l1G9a61K2juNNkVglaFWBWcBxQAGjgZ+UUoW01g9esm4t4KTV3y9b/l8nd+7cDBgwgC+++ILTp09HSy6SS9q0aRk/fjxOTk6sW7eOoUOH4unpyXvvvRctubGXGx08T7xcXFzIkCEDbdu2ZenSpfz222/cuHGDc+fO0aVLF1xcXGwdqhBCiESQO3duihUrxu7du1m9ejWpU6cmS5YsfPvttyxcuJDMmTOTOXNmwL6Ss19++YXHjx8ze/ZsAH788UeOHz9OZGQkTZo0sdT4EM+dPXuW4cOH8+WXX3Lr1i0uXbpEz549k61dvhC2lCht0LTWNbXWi7XWf2ut/wJaA+mAhDRYCtBa37F6PUuMmOzJpUuXuHbtWrzL5MmThwULFtgkOTPz9vZm1KhR3Llzh169egHYZcmTuQMQc2zmG3CuXLn49NNPOXz4MN26dSNr1qxvzA0vKdsYCiHEv4H5Olm5cmVSpEjBuHHjAHjnnXdwdnaOdb+yl+Rs79699OrVi5Mnnz+LbtSoEaVKleLChQvMmDGDrl274ufnZ7sg7ZC7uzuDBg3C39+f+fPnM378eL788kt+/fVXW4cmRJJLqk5CUpm2nZAu/9YrpfyVUgeVUs2SKB6b2b17N0OHDuXChQvRpkdGRsZa1sPDI8nj8fX1Zf369S9MCNKmTcvIkSMtY7HZm127dvHjjz9Gm2Y+lqioKNzc3Dh9+jRffvkljRs3tkGECRMaGsqhQ4csNxqllCRpQggRw7lz52J1qFGqVCkGDx5MihQpaNSoEe3bt6dSpUp2+UBu3759zJgxg+XLl3PkyBEOHz5smdeoUSM8PDyYMGECNWrUkKEAgFu3bnHnzh3AeH+KFi3K33//zd27dylTpgw9evQgODjYxlEKkfSSqpOQqcAfwOF4lnkC9AcOAhFAA2CNUqqt1npFfBsPCwvj8uXL0aZ5eXmRNm1aoqKi4nwK5e3tjbe3NxEREXGWZqVNmxYvLy+ePXvGjRs3Ys338fHB09OTsLAwbt68GWt++vTp8fDwICoqylLC8/PPPzNv3jxWrVqFo6MjP//8M1FRUVStWhWA69evc+LECerWrYujoyNKqWjrW4tvvvmHvbOzM4GBgQQEBABGwpcmTRrL+j///DPTp09n6NCh0RLE8PBwUqRIgVKKyMhIUqdOTbFixaINRu3kZJwqkZGRcSYS1vPDw8O5e/euZR9OTk6WDk/u3LkT6+Lq7OxMtmzZALh9+3a0HpvSpk1r6Tp/y5YtbN68mZkzZ3L//n1cXV1xc3NDKYWjoyMODg5orZk2bRqFChUiIiICrTUODg6WJ6sxB9gGLOtbzw8JCeHevXsAeHp64uPjAxDrvIOEn3taayIjIwkLC6NGjRrUrl2bU6dOsXHjRstwC+Hh4ZanvsHBwdy/fz/B515ISAi3b9+ONT9jxoy4u7sTHBxsufFZy5QpE25ubjx58gR/f/9Y87NkyYKrqytBQUHcv38/1nxzSaX1uWcte/bsODk58fDhwziHaciZMycODg4EBAQQGBgYa37u3LkBuH//PkFBQdHmWY9v5O/vH+uH3D8598AYYylLliwA3Lx5k7CwsGjz3dzcyJQpE2B8n8PDw6PNd3d3J2PGjABcu3Yt1vnn4eFB+vTpAfDz84v13U6scy+pr3ty7v33zr24WC/3Oueep6enpT2Wg4MDe/bsYfHixSxcuDBW/KVLl6ZMmTJcuXKFJ0+eULBgwWjLODg44ODgkKB7alhYGHfv3o223Ouee15eXnh5eVmGewkNDWXp0qWkSJGCZs2aMW3aNHLlykX69OlxcHDgypUrTJgwgWbNmr30nhsVFWW5t77Ouefi4oKTkxPh4eF2c+5Zz/v5558ZNWoU5cuXp3z58jRu3JjGjRvz7NkzBgwYQOvWrZk2bRoTJ04EsNxTY4qKisLFxUWue3Z43RMJl+gJmlLqG6AiUFFrHfubY6K1vg9Mtprkq5TyAT4HYiVoSqnOQGfAUr/cnpjH2LKuUvHTTz8xbdo0lFL8+uuvdOvWDQcHB0aMGEGzZs149uwZadOm/Uf71Vpz7949y43UzDo5A/j999+ZNm0aa9aswcnJifXr17Nu3ToWLlxIihQp8Pf3J0OGDP+4JMf6BvJPpU2b1jJ+TVBQEAMGDKBfv35MnjyZY8eOkSNHDnLmzEmPHj148OABe/fupVGjRpZqoq/b/sA6OUsMMcdf27VrF++//z6DBg0CoFmzZnz66adMnjw5Wrzu7u6xPlchhPg3sk7OAA4fPkzHjh3x8/Pju+++4/Hjx6RLl466detafnzOnj2bfv36WZKN17nma61jJWevy5ycmTk6OlKjRg2ioqKIiIigZs2anDt3jsDAQEtnF6NHj7aU/L0sfgcHBzJkyPBa9ycXFxdLUvjo0aNXXj+pHT58mMmTJ7N+/XrOnDnD+fPnCQ0N5Z133uHtt99m+fLlHDx4kJEjR1KjRo14t2VOboV4kyVKL46WjSn1LdACqKa1Pvuy5eNYvy0wR2vtFt9yb0ovjk2bNqVKlSr07t2b69ev4+XlRWRkJLVr12blypXkyZMn2WJZtmwZUVFRtGvXDj8/PwYPHoyzszPXr19ny5YtfPfdd5QrV44iRYokW0wJFRgYiJeXFydPnqR9+/bkz5+fOXPmcPr0adavX0+zZs3ImjUr169fp2zZsrYO94XMN9+rV6/Sq1cvBg0aRPny5QEjSatevTrdu3e3cZRCCBFbcvfieOXKFb788kuOHDlCxYoVKVCgAA8fPsTT05MBAwagtebq1at22ZW+tZCQENzcnv+kGTFiBKdPn+b777+3YVT25+LFi2TKlI3b4ZsAAMzHSURBVImUKVMyd+5cvvrqK+rWrUtoaCjz588HjBomzs7OgH11ACMSRnpxfDWJ1gZNKTUV+Aio/jrJmUkxIHZ58RvGnPT26tWLhw8fcuzYMbJly4anpydaa0uVpOSUNm1atm/fzu3bt8mZMydz585l2bJlFC5cmHXr1tG6dWu7TM5u375Nu3bt8PX15Z133mHt2rUsWbIELy8vypUrh7OzM48ePSJLlix2nZyFhITQsWNHpk2bxt9//02bNm349ddf+e233wD44osvbByhEELYj1y5cjFs2DCaNWvGvHnz+Oyzz2jatClBQUEopXBwcLDL5Mz6ofe8efMsHYOY7/mjRo0iVapUnDlzxibx2Rvz+5U3b15SpkzJ48ePefDgAStXruSrr74iXbp0lmp85uQM7KcDGCGSSqIkaEqpmcAnQEvgoVIqo+nlYbXMeKXUHqu/2yqlPlJKFVRKFVBK9Qd6ANMTIyZbsX6qU7RoUdzc3Ni0aRNjx47lxIkTNG/enI8//tgyKHVyKVWqFIULF2bLli3cuHEDT09Prly5wtmzZ8mVKxcpUqRI1ngSKkWKFHz44YfMnj2bP/74gzx58uDq6goYdeOPHDkSqwqhvQkJCaF+/fpUqFCBTJky8ffff/POO++QOnVqlixZwpYtW5g/fz7nzp2zdahCCGE3cuXKxfDhwy1/Ozo6cvToUe7cuWO3nSpZJw5Xr17l7FnjebWDgwORkZFERkby1VdfUbBgQVuFaDesfy8tW7aMq1evkipVKvr06UO5cuXw8/Pj0KFDsdpBCfFfkFi/bLtj9Ny4B6MEzPzqb7VMJiBmnb6hgC/G+GktgPZa628TKSabMF9stm7dyqlTp/jss89o2LAh58+fZ+vWrXTq1ImPPvoISN6u1TNkyEDZsmXx9/enQ4cOTJs2jdatW9OpUycqVaqUbHEk1JUrxhjm3t7etGjRgvTp0/PNN99w4sQJwLjxdejQgTZt2vDBBx/YMtSXOnjwIJ07d6Z9+/aULl2aLVu24OHhQYsWLWjZsiV79+4lXbp0TJ061dahCiGEzcTXAdXp06f55JNP6NSpExkzZrS7EhTrjjRmzpxJ586dLWN3/fnnnwQHB/PkyRMcHR1Jly6dTWK0t6TW+jPcunWrpUMMd3d3Ll68SKdOnejWrZtdlpQKkdQStQ1acrHnNmjm3tTy5s1L9uzZmTJlCo0aNYq1XFLXn37R9oOCgvjtt9949uwZKVKkoEqVKskSz6sIDg7m448/pkKFCvTv358dO3bw5Zdf0qxZM06dOkW3bt0oWbIk58+fJ3/+/IB9xR9TcHAwjo6OlpK/bt26MXbsWNKkScOdO3csvV3B88G3hRDCniR1GzTra/jhw4e5fv066dOnJ1euXOTIkYNt27YRGhpqGaTYnq75W7du5fDhw7Rt25Z8+fJx/fp1Tp8+zY0bN1i8eLGl+l6XLl14++23kz2+n376iU2bNpE9e3Y6dOiAt7d3ssdgzfygtUSJEkyaNAk3NzcOHTrEJ598QqlSpfD29mb37t1ERERQu3ZtwL4+b/F6pA3aq5GubhKZg4MDuXPnpk6dOuTNm5eJEycSGhpKixYtAOMiY+76PalYX8iOHz9OhgwZLN2epkqVimrVqr1weXvg7u7O5MmT+eqrr/joo4949OgRS5YsIV++fKxYsYJJkyYxZ84cu07OrGNyd3ePNs3Z2Zlr164xadIkfHx8+OyzzyzrSXImhPgvMl8vFy5cyMCBAylfvjxnzpwhd+7c9OrVi3r16gHPS4Hs5Zp/6dIlunbtSps2bdi7dy+Ojo7kzp2bbNmycfHiRX766ScWLlxIYGBgtJ6Vk8u2bdtYtGgRnTt35syZM9y7d8+mCdq2bdtYu3atpeOP8uXLc/78eZ49e8a4ceNwdnamZMmStG3blrfeeguwz3u8EEnNvhvvvMFSpEiBt7c3DRs2ZNKkSezYsQMw2iMldZsp84Vs5cqVVK9enc8//9wyPk1cJab2eOHLnTs3AwcO5NatWxQoUMDSZq9evXpMmDAhWnfM9hZ/SEgIixcvJiQkJNr7bW4k7uzszCeffEJQUFC05EwIIf7Lzp8/z1dffcWWLVvYtGkTy5Ytw9XVlfbt27NhwwbAuN7byzX/zJkz5MqVi2vXrtGtWzdu3LjBzp07Le3OcubMSdasWblz545NkqLw8HD+/vtvVq1aRY0aNbhw4QLTpk1j6NChXLx4MdnjiYiI4ODBgyxZsoRJkyYxYcIE9u3bxyeffMLAgQOpWLEiP/zwA126dLEkZ2B/93ghkoMkaInA+ke4efyvOnXqkC1bNrp27UrLli0ZOnQo6dOnt7QzSuqqpX/++SfTp0+nRYsWuLu7M2rUKC5fvmwZzNkexYwrd+7cLFq0iJCQEMaPHw9A6tSpLYMk2qOQkBBq1arF22+/jZubm+WYrKsu5s+fn1y5cjFz5kyAZO/RUwgh7FX27NkpUaIEERERlCtXjurVqwMwZcoUDhw4YOPontuzZw8NGzZk27ZtKKXImjUrrVq14vbt25w4ccIyDmrr1q3JkiWLTZIMZ2dnPvvsM5ydnTl//jwnT56kSpUqpE2blqVLlyZrLFproqKiuHTpEh06dODOnTu0aNGCP/74wzKWXUBAAI6OjnZ9jxciuUiC9pqskwnrC6/5R3jGjBlZunQpXl5eNG7cmAcPHuDo6GipapjUF+uoqChatWrFuHHjaNasGREREZYkTSkVbSBpWycI5pHu43pPcufOzYABAzh58iSnT59O7tBe2eHDhxk6dChubm507dqVzp07s2fPHst5ERgYyCeffML69esBI3Gz914ohRAiscX1oNDFxQVfX19++OEHS+cgadKkoX79+uTOndtu7gE7d+5k7ty5dO/enePHj1um58+fn759+/Lrr7/SuXNnChQoYJM2Z2ZRUVGWe0/69OlZt24dzZs3p2TJkoSHhydrLBEREbi4uNCtWzfu379PsWLFyJkzJ99//z0PHz7kypUrdOrUiZQpUyZrXELYK2mD9hqs60OvX7+e7du34+npSenSpS1tzd5++23y5MnDs2fP6Nq1K0WKFKF48eKMHj2a0qVLky9fvkRL0uKqn12sWDEyZMhAunTpqFOnDlFRUaxatYpRo0bxxRdfkD9/fu7evUuqVKksbaRs4aeffmLr1q20adOG4sWLA8+TFvMx5cmThwULFuDh4RHfpuzCs2fPmDVrFlprxo0bx7Vr1xgwYADffvstqVOn5ujRo3Tu3BkwPjdpcyaE+K+J2SHI1atXcXd3p3r16sycOZOOHTuya9cu0qVLx9KlS9m7dy9bt25l2bJldOzY0aYPtQIDA/nll19Yu3YtAJUqVSJ37ty0bdsWrTWpUqXi1KlTjBkzhrp1E2/g7oQ6c+YMU6ZMYe7cuZau/R0dHS3NAs6fP8/YsWNp165dssSze/du1qxZQ+7cuWnfvj1FihShSpUq7N27lwwZMlCmTBkuXLhAzpw5yZQpU7LEJMSb4D+VoCVWL1TmG8vixYsZMGAAvXr14saNG8yZM4e8efNSqlQpsmbNyo0bN0iRIgXNmjVj7dq13Lx5k7p161o6t0gM1je63377jdDQULTWVKxYkUyZMlkuzvXq1UMpxcqVK5k6dSr16tWjf//+TJs2jffeey/R4nkVu3btYv78+axYsQJXV1dLr4zmpMXf35+UKVOSMmXKNyI5A6hVqxYnTpxg586d5MuXj6JFi1raAfTo0YN33nnHsqzUqxdC/BeZr30LFixg+PDhVKlShaNHj9KkSRO++OIL1q9fz+rVq3FxcWH16tUULlyYkydPUqpUKZvXOEiVKhXjxo2z/D169GgOHz5MVFSUpROoWbNmUaRIESB5O7h4/PgxqVOnxsvLi0GDBjFhwgQcHR159uwZLi4uPHjwgOXLl9O6dWtatmyZ5PFs376dhQsX0rt3b/7880/u3btH0aJF6d69O/v372fWrFmsWrWKDh06SHImRAz/qQQtMV27do3Jkyfzww8/ULVqVa5du2Z5IhUeHo6zszN9+vShbNmyDB06FIAsWbKQJUsWIPEu2uZtzJ8/n3Hjxlm6bG/UqBEDBw7E0dGRqKgoHBwcqFu3LmnSpGH06NHUrVuXIUOG2Cw5e/r0KUuWLGHNmjU4ODiwYcMGOnbsSMOGDVm0aBFglK7lzZuXd9991yYxvqrTp09TqFAhatasyeXLlxk2bBjDhw9n586dZMuWzdbhCSGE3diyZQsjR45k3bp1lCtXjj179tC6dWsaNWpErVq1qFWrlmXZS5cu0a9fP0aOHGm7gE1iJohZsmThwIEDnDhxglKljB7EbZGc7dq1i3379tGkSRMGDBjAuHHj+Pzzz5k4cSIuLi5cunSJDRs20KVLF7JmzZrk8UVERHDlyhW+++47XFxc2LBhA0ePHiVTpky0aNGCGjVqULFiRZ4+fWoZF056axTiOWn88pqcnZ1JnTq1pZ589uzZefDgARMnTqRmzZqMHTuWunXrMnr0aFxcXGLVt0/Mi9Du3bsZOnQo27dvZ8uWLXz00UeWcUbAuKGYB9FMly4dO3fuZNKkSYwZMwawTRu0gIAALly4YBmYUmvNwYMHcXV1pWfPngC0bNnS7pMz83u3fv16Bg8ezIMHDyhZsiTDhw/H29ub3r174+DgwJAhQ2wcqRBC2Idnz56xb98+OnXqRLly5YiIiOC9996jZMmS/Pbbb4BR1T0yMpKDBw/SrFkzunTpQrdu3WwS740bN4iIiIhzXv78+WnWrBnjxo3j6dOn0eYlZ3K2YMEChg0bRsmSJUmXLh1Dhw4lPDycMWPGcOXKFfr06UP+/PktyVlSx+fk5ETXrl0tyeGpU6do0qQJb731FmvWrCEyMhJ3d/dog3ZLcibEc1KC9prc3Nx4+vQpixYt4siRI+zYsQOtNT169OD27dt07dqVQoUK0bhxYyBpLzyXL1+matWqlm5py5cvz+rVq9m4cSO3bt2iW7duuLq68vjxYyZOnMjQoUMt3bubS9eSW/bs2albty7btm3jf//7n2Xw0QEDBjB69GgePXoUrSt9exMaGkqKFClwcHDg1KlTjBo1is2bN/Po0SN+/fVXGjZsyJAhQwgICCBt2rSADEIthBBgdAZibhoAz0ulPDw8CAoKAp53uFWsWDFmzpxJ+fLlgeS/Z+3atYuVK1eycOHCaNOtr+cfffQR7777rk06uIiIiGDNmjWsXLkSZ2dnIiIicHJyIm3atAwePJgxY8ZQpEgRlixZQoMGDZI1NvPnlD59er777jt8fHw4dOgQv//+u9wLhXgJKUGzUiSLZ6xp1iVfgYGBAISFhZE6dWo2b95M2bJluXfvHo8ePeK3336jSpUqNG/enIoVKyb5TcQcW0hICOfOnePIkSMEBQUxbNgwgoKC2L59O99++y0ff/wxYNSdHzlyJKNHjwZsl5yZlShRgvPnz7NixQpu375tGfCzdu3adp2caa2pXLkyH3/8MREREfj4+FCvXj2+//57pk2bxoYNG+jbty+AJTmTDkGEEP9F1vdQ61KoHDlyUKFChWjTPT09cXZ2BuDq1av06dOHsLAwS3KmtU7We9ZPP/3EkCFDWLp0Kdu2bWPbtm0cOnQIMBLI+/fvM336dFxdXS3VGpNbUFAQJ06csPQm6eTkREREhKWK4bBhw9ixYwfNmzcHknaIn6NHj/Lzzz9b/jbvK1WqVPj4+HD+/HlGjhxp+TyFEC8mCZpJkSyeTG1RPNo06/rQy5cvp127djRs2JCZM2dy//59smbNSufOnalevTqOjo6W6o4PHjzg1KlTuLm5JWqML6om2bNnTwoUKMCcOXOoUKECt27d4q+//mLOnDl8++23XLp0iXv37gGQOXNmy7aSOzmLGX+DBg2oXLkyt27dokWLFnz++ee0bduWDz/8MFnjelVKKd577z3++usvhg8fjru7O//73/+oVKkSU6ZMIX/+/KRJkybWOkII8W/VumyOWNOs76Fr166lT58+1KlThzVr1hAQEGBZznzvjIyMxNvbm3v37vHOO++QLl26aNfS5L6OKqXInj07VapUYf369Rw4cMBSWgWQMmVKqlWrZpPr+++//46fnx9p0qShc+fOHDt2zFIi6eTkxKVLl1izZg0uLi5UqlQJSNo2Xjt37mT69Omx9mVOvgMCAti4cSNt2rRJlg5KhHjTSRVHnidnHq7R3w7zhWzRokX079+f1atXW6o7NGrUCB8fHwDy5cvHyZMnadeuHcWLF2fy5Ml06NCBGjVqJFqM1hfWvXv3cvHiRTJkyEDhwoXJkycPq1ev5unTp4wYMYKCBQta1nNwcMDZ2TlWMpbcNxTr+GfNmsWTJ0/4/PPPLY3B+/Tpg5OTE6lSpYq1vD1q0aIF2bJl488//2Ts2LGWuvazZ8/m5MmTrFmzBrD/4xBCiH+qddkc9KyeN9Z06x6PP/30U6ZPn05wcDBz587Fy8uLWrVqRXtYmD59enbu3MmYMWPo27evpYMtW11H33vvPRwcHFizZg1z5swhIiKCvXv3Wtp4u7m52aTkTGvNTz/9hK+vL1OnTuWDDz5g0aJFrFy5ktKlS5M9e3Z69OhBu3bt8PLysqyXVO+h1hpfX19WrFjByJEjCQsL48aNG8yfP58UKVIQGBjIjBkzaNu2rWUQark3ChG//3wJ2ouSM7NffvmFCRMmsHnzZmrUqEHdunU5efIk69at4/Tp01y6dIncuXNz6NAh7t+/z6VLlxg2bBgjRowAEq8DDutuiT/66COOHz9O7969WbVqFVprtNZ4eHjw119/sXr1agICAvjjjz/o3LkzjRo1slS1swXrC/HChQv59NNPKVeuXLRlvL29LfX37fXCbf1Zurm5cfHiRebMmcPdu3cpW7YsR48epUyZMpbkLDIy0i6PQwghEsuLkjOzI0eOMHHiRLZt20arVq1YvHgxOXLkYN68eYBxbzNfWx88eMCPP/5I//79LT02mruvt5Vq1aoxbdo0wCiZcnJy4ujRozx9+jRJqwvGRylFv379qFKlCv3797eUovn4+DB69GgmTpzIJ598QqtWrZItnjt37tCyZUsePXrE8OHDyZIlCw0bNiQ8PBwvLy/atWtnSc7M6wghXuw/XYL2suQMwN3dnW+//ZYKFSpw6tQp6tSpQ9euXcmcOTPTpk3jzp07TJ48mRIlSrBp06ZoJVWJ3cZr7dq1DBkyhB9//JHy5cvTpUsXdu3aRf/+/dFa4+bmxrJly6hYsSLvv/8+UVFRdO/e3dIhiK0SH+tqor169eLIkSMUK1aMR48eERERgaurK6lSpcLBwcHm7eLiYm507eDgwLFjx0idOjX58+enYMGCLFq0iICAALJly0ZoaCglSpQAjM9e2pwJIf7NXpacgdFmu2LFirzzzjuEhYXh6upKjRo1WL58ORD9PtmqVSuKFi1Kjx49Ys1LLnHdJ11cXAA4e/YsgwcPpn///jbpEMSak5MTnTt3JjIykt69ezNp0iQ6dOhAy5YtLR1YQfLd97t168bYsWNxc3PDzc2NCRMm0K9fP/z8/MiXLx85csSuAiuEeLH/bIL2suRs27ZtVK9endKlSxMcHAwYDWAXL15MixYtAKOR86effspvv/1Gnjx5Ym0jsW4sWmuCg4PZv38/S5YsoXz58pw4cYKlS5fywQcfMG3aNPz8/GjYsCE1a9bk/PnznD9/HicnJ/LmNW6etk58/Pz8mDhxIo0bN6ZYsWJcvHiRnj174u/vT8aMGSlXrhzDhg2zu+QsKiqKr7/+Gg8PDwoUKEC/fv2oWbMm9+7do1y5chw+fJiuXbtSp06daOvZ23HEJSwsjJs3b6KUIleuXLYORwjxBnlZcrZ9+3aqVatGlSpVyJo1K+7u7pZ5qVOn5v79+5YBlAMDAwkPD6dixYpUrFgRsH1ydvbsWR48eECWLFlInz49bm5uHDx4kL59+9KsWbNkjSuu+MBI0rp164ZSih49ejBlyhSyZ88ebZ3keiibLVs26tevz86dO5kxYwaNGzdm//79dOzYMVn2L8S/jf3/ikwCL0vOIiIiGD9+PHnz5iUsLMxyY2nXrh0tWrSwVMeoWLEirq6uPHnyBEjcH+XWVSfCwsJImTIlM2bM4IMPPuD+/fsMHTqUsWPHsnnzZqpUqYKLiwuLFi3i7t27ODg48NZbb1mSM3voECRnzpz07duX8PBwOnbsSJkyZXj//feZNm0atWvXxtfXl6VLlyZrjAkRFRVF1apVuXv3Lt988w3r169n8uTJlC9fnl27dvHxxx9bkjOttU3GlHsdwcHB1KtXj6lTp7Jw4ULu3r1r65CEEG+IlyVnERERjBs3znIPzZMnD5GRkZb7grm2hIuLCxcuXKB69eqcPXs22jZs8ZDLuilBgwYN6N27N40bN2bx4sWAMTan+QFtcldvtE7Obt68yaVLlwgJCcHJyYmePXtSvnx5/Pz8kjUms/DwcFKlSkXNmjX59NNPOXnyJKNHj6Zv374ULlzYJjEJ8ab7zyVocSVnMS+0Tk5ObNmyhSJFivD2229bBnk290ZkvnGYe0e0rledGGL2fNWyZUtq1arFlClTcHZ2xsfHh2+//dZSdbFMmTIUL16c48ePW7ootmbLDkH279/Pd999x7Zt22jfvj2NGzfG19eX4cOH079/fypWrEi3bt1IkSIFBw8eTNY4E8LJyYlSpUrRsGFDvLy8+OGHHwDo2rUrpUqV4vfffweeH/ObUHIWERFB/fr16du3L9988w1eXl7cu3eP69ev2zo0IYSdiys5S8g91NHRkfDwcMB48JU/f34ePnxI1apVqV27tqXkzNbWrVvHF198wZIlSzh+/DjNmzdn9uzZBAUFRSsFtEWPkgDz58+ndu3avPfeezRt2pRRo0YB0L9/fypXrpysMQGsWrWKli1b8uDBA7y9vSlatCjz589n4sSJtG7dGkj+ZFaIfwVzBxNv0qtkyZL6ddSdtl9f9H+s7wSGxPm69fBptOUfP36sq1atqvPly6dDQ0Mt0+/cuaP37dunM2fOrEePHv1asSTE/PnztY+Pj544caIePHiwTpUqlV6yZEm0ZUJCQrTWWu/fv19Xr15d3759O8nieVXz5s3TmTNn1h988IEuV66c7t27t9baiDUgIEBrrXVwcLDWWuvJkyfrvn372izWl4mMjNS+vr562LBheubMmbYO5x8JDw/XZ8+e1VprHRUVpXPnzq07d+6sa9Soobdu3Wrj6IQQ9ijHwC166Ia/Xnj/vBMYoiMjI6Ot86J76IEDB3S6dOm0t7e3HjZsmGV6zPWT24MHD3STJk30vHnzok0vVKiQ3rFjh42iem737t06Q4YM2tfXV589e1aPHDlS58uXT3fq1MmyTERERLLEEhUVpbXWuly5ctrT01M3adJE37t3L9o8IawBvtoOcog35WX/j/sTUXzVGtd/v5oalcszePBgdu/ezb179/Dw8GDr1q0ULFiQggULEhoaChh10wcMGECvXr0YNmwYkHi9NZqtWbOGXr16sWXLFgYMGMCQIUN47733ePDgQbTlUqRIwbVr1/jwww+pU6cOGTNmTNQ4XtfBgwcZOXIkP//8M7t27aJfv36cOnUKgEqVKlnGtnFzc+P69etMmTKF4sWLx7dJm3JwcODtt9+mQYMGnDp1is2bN1vm6Tfs6aCTkxMFChRAa82hQ4f49NNPmTt3Ln369Il1fgkhBLy8WuP671dTsmTJeO+h1rVR7t+/z7Bhwxg9ejRg23bS5mu4t7c3nTp1olChQgCWEj9PT89o93hbXfNv375N06ZNKVmypKVNtLe3NytXrqRfv34Ayd45VbVq1fjoo4/InDkzn3zyCXfu3InWM6cQ4vX8pxK0FyVnYWFhbP5xPaf+/pO9e/fSqlUrWrVqRbNmzfjpp58YP348+fLlo3Llyjx79owqVaqwatUqBg0aBCTujUVrTVhYGCtXrqRcuXJ4eHgYsXt48PDhw2hVGB8/fsyUKVMoV64cXbt2jdZbo609fPiQIkWKWDqfqF69Ovfu3WPmzJl8/vnnPH78GIA5c+ZQtmxZOnToQJs2bWwZMuHh4Vy6dOmF852dnXnnnXfo27cv9evXt0x/E7oLDg8Pt3R2Y6aUonTp0pYe0zZt2sSVK1dsEZ4Qws7Fl5yZ76EnT56M9x5asWJFwsLCqFKlCocPH7YkFbbqEMQsMjLS8v9atWpRoUKFaMt6enpalr9x4wazZs0iJCQk2eIz8/f3Z/fu3dHiqlGjBl27dsXPz48zZ84kaUzWzPe9UqVKce/ePZo1a4aDgwO9evXC39+fjRs3JlssQvwb/acStBdxdXVlwuSp1KnfkLJlyzJ+/HjGjx+Pu7s78+bN4/333yd16tT4+vpSokQJoqKiyJ07N5A4HXBYX4i11ri6ujJjxgy8vLz46quv8PX1pWnTpjg4ONCzZ0/LsqlSpaJ8+fJMmTKF4cOHA7YfM8YsLCyMM2fOsHXrVk6dOkWbNm2IiorC39+fP/74g8qVKxMVFUVAQACff/55oo8b96qCg4P53//+x969ey3JIzxvd2jm7OxMvnz5APtIhBPi6dOn9OjRg9u3b1ummd9nc/fR/fr1Izw83FIiLIQQCWW+hzZp0iTee+hvv/1GyZIliYqKokyZMoDte2tct24dffv2ZcCAAWzZsiXacuYHoqGhoaRMmZKrV69SqFAhIiIicHNzS5b4/vrrL44cOcKNGzfo1KkTqVOnpkaNGuzfv5/58+ezfPlymjdvzvXr1zlw4ECSxWNmrkkUFRWF1ppcuXIRHh5OhQoVGDduHFpr8ubNy5w5c4Doye+bSkoDhU0kRj1JYDBwHAgC7gGbgSIJWK8o8AsQAtwEhgPqZeu9bhu0+Nqe3QkM0b5/n9N169bVrVq10n/88Ydlvc2bN+u5c+fq0qVL63Hjxr3Wvl/Euq72r7/+qnft2qUfPXqktdb62rVrun79+jpPnjy6SJEiluWePXsW57ZsUX8/vrrmQ4cO1T169NBlypTR77zzjmX6H3/8oUuWLKnv3r0bbXlbtT8IDg7WtWvX1tu2bdNaG+36YrY32Llzpy1C+8ciIiJ0kyZN9MmTJ/WdO3f05cuXY7VTfPDggV68eHG0dYQQwlp8bc/M99CrV6++9B46duxYGx5FdAsWLNBp0qTRCxYs0BUrVtQNGjTQT58+b4seHh6utdb6o48+0mPGjNE5cuTQI0eOTLb45s+fr/Pnz68rV66sS5curbdu3aovXbqkq1WrpitWrKirVKmit2zZorXWulevXvq7775L9Bis7/Hr1q3TrVu31o8fP462TJ06dfT169f1s2fPdNGiRXWePHl0zZo19cOHDxM9nuS0fft2ffLkSVuH8a+BtEF7tdwqUTYCO4FPgCKmpGsDcAdIE886nqZl1prWawo8Bj572f4SM0G7/Sg42g3GnBS1bNlS79u3L9r61glEYjeCXbhwoc6WLZueN2+evnHjhmX7N2/e1E2aNNGtWrXSJ06csPx4todGuNYxbNmyRY8aNUpPnz5dHz582DI9IiJCjx8/Xo8YMcIy7fjx4/rtt9/WFy9etIvjWL9+vSVBefr0qa5Zs6bOmDGjnjRpktZa6ydPnujly5fbMMLXFxgYqAcMGKAPHTqkK1asqIcMGaLLlCmjL1y4oLXW+ocffoiWkElyJoSIy4uSM+t7qNbaZvfQV7VlyxadNWtWfeDAAa211kuXLtVeXl56165d0R5ihYWF6SpVqmillJ44caJlelI/UFy2bJlOkyaNPnr0qNZa63fffVcPHz482jLmh7kXL17U2bNnT/ROnqw/o3nz5mmllM6WLZvl/QkLC9ORkZG6U6dOeu7cubpu3bq6efPmes+ePbp27dp606ZNiRpPcitTpoyuXbu2vnz5stba9ufsm04SNBskaLE2Ch5AJFA/nmW6mUrc3KymDTWVpMVbivZPE7TNu37WK3/40ZKUvegG06ZNG713717L+uYvZ2J/SVesWKG9vb31gQMH4rzoX7lyxfJUMuYNzx4sWLBA+/j46FGjRul8+fLpLl266PDwcMv71KdPH505c2Z94sQJvXfvXp01a1Y9fvx4G0f93Lfffqs//vhjrbVxw9u/f7/WWuvy5cvrzZs3R1v2TbxADx48WNetW1f7+vpqrY2HAdWqVdP379/XGzZssG1wWltufkII+2WdlL3oHmq+fyX3PfRVmPe9YsUK/eOPP2qttf7999+1i4uLbtOmjZ48ebJu06aN/uyzzyzLjh8/PlrtmaROzq5evapr1Khhud+b46tbt65esGCB/vrrry09IO/Zs0dnypQpWm+YiW3hwoXa29tb+/r66vfff1+3b98+2vzvv/9eK6V0s2bNLNNu3LiRZPEkl7Fjx+pKlSrp+vXrWx5qitcnCdqrvZTxniUupVQm4BZQSWsdZ6VopdQyIK3Wuq7VtNLAMSC31vqFvRUULVpUx2yA6uXlRdq0aYmKiiIiIiJWnXYHBwf8H4cRERFBl3atCA0Lo0v3XlSqWg0HBwfjzVAKn5TOaK25du0aPXr0wNHRkVmzZpE1a1bLcnHVqXZwcMDBwYGQkJBobX08PDxIkyaNZX5UVFS0+szBwcF8/PHHtGnThubNm1vmb9++HaUU2bNnp1ChQly/fp1u3brh6urK9OnTyZw5c7T9Ozo6WnpOMr8Hd+/etcSaPXt2nJycePjwIQ8fPowVf86cOXFwcCAgIIDAwMBo89KmTYuXlxdAtMFGAX788Ud69erF999/T8WKFfnyyy9ZvHgx27Ztw8fHh9SpUwPQrFkzLl68iJeXFw0aNIjWoYmDg4Ol5ynr7YeEhHDv3j1cXV3JkiULYAzQae4JzMzNzY1MmTIBcP36dUvPW2bu7u6W3i2fPXsW69y4c+cOs2bNolq1alSrVs0yvXfv3pQvX56WLVta4ovZJg2ef/YvOjdCQ0Px8PAgIiKCa9euxZpvfn+fPXvGjRs3Ys338fHB09OTsLAwbt68GWt++vTp8fDwiHVumZ08eZJhw4ZRqFAhJkyYYDm28ePHkzJlSsuxaR33QNsxzy1r9+/fJ02aNLi4uBAYGEhAQECs9a3PPRcXF1xdXS3zbt68Sa5cudiwYQP169ePc/9OTk6WfQUFBUWb5+DgYBmH0N/f3zJovPW62bNnB4zPOWZHKc7OzmTLlg0wekiL2fA/Mc+9a9euxTp/PDw8SJ8+PQB+fn6xjt/T0xMfHx8ALl++TEzW1724Bqn19vbG29s7yc+9mNc9s4wZM+Lu7k5wcDB37tyJNT9Tpky4ubnx5MkT/P39Y83PkiULrq6uBAUFcf/+/Vjzs2bNmuBz71Wve4ClrfF/6dzz9PQkderUKKWiXfcCgiPQWsd7D/VJ6WxpU3bjxg26d++Oo6MjM2fOjHXPinndDA8P5+7du5Y4/sm55+Xlhbe3t+WeGxkZaWnTZb7XOzo6orXRKdeIESPIkycPHTp04MmTJ2zYsIF58+YxdepUSpUqFW198/HFdV20PoYXnXsuLi6kT58eZ2fnF15XAc6dO0fhwoW5du0aNWrU4MMPP6RTp05s3bqVLVu2UK5cOYYMGcKGDRt4+vSpZQBtc3zm66b5nqq15t69e4SGhkY79x49emTpjMzM+rOfNm0agwYNYvv27VSoUIGVK1eyZMkS5s+fT968eYmMjOTGjRscOnSIxo0b4+TkFG398PDwWO3irefb+roXGhoabXw7eH5uXrhwgdOnTxMeHs6SJUsoXrw477//PpUqVYp1z3/69KnlGpSU1z0fHx9SpUr1wnMnPDwcZ2dnu7zu5cmT5zetdalYOxRxirtbw39uKvAHcDieZTICMX8R3LWaFy1BU0p1BjoDsS70MZaL9gPcfDEG48e5q6srU2bNY8iAfixbNJ+oqCiqVH/P8mUzJwfZs2dn2bJlHD58ON79mfcR15fcnJzFJSDYuFkGBYZw4dJlHNw8uRsUytkzpxkyoB+XLpzHM1UqAgIC2Lx5M+XKlWPOnDmcPHnypfHETM7+ibRp05IyZco450VFRXH+/HnmzJlDxYoVOXHiBGPGjKF+/fqsX7+ec+fOUaJECXr06MGPP/7I7du3jSTYdOGNr3G4OTlLbNb7i4yMxNHRkdSpU5MjRw6OHj2Kr68vXbp0YfTo0dFueq8rICDA0hFHUjGf3zFvgtu3bweMXsn69evHjh076Ny5M56enty4cSPa56qU4lUf1ty/f5/g4OAXnuMxpUyZMtbn7eLiQpkyZfj2228JDQ2ladOmlnnW313gheeKECJxmJMza9bXhVe9h65cuZKDBw++9J4VMzn7J7y8vCwPFM3xm68jW7Zs4cSJEwQEBPDhhx9Srlw5XF1dGThwIF5eXkRFReHh4UGVKlUYNWqUpUOMhFyHEnIM5uQs5m+UuBQuXBgwHpDNnTvX0rNk+/btOX78uKVDkAYNGli28aJ7qnVyFlOqVKnivfY7Ojqybds2y/7LlCnDsGHD2LFjh6XTsixZstC8efM414+r07KoqKhkHw4gLo6OjtF+t505c4YsWbKQOnVqy3uybNky1qxZw7Zt25g6dSq1atWKc1vm+2lcD4oSi4+PjyXee/fuxXnvdXZ2tov3VvxziV6CppT6BmgBVNRax3708Xy5XcB1rXUHq2k5AD+gnNb6yIvWLVWqlPb19X1pLNYX5p07d7Jr734KvFWQhk2aEfjoEQM/7c2zsDBaf9LRcoPJ4JmCM2fO0LBhQzZu3EjBggVjbet1mbehtcb/8fOnocMHD2Dtdyt5t1x5HgTcx8MjFbMWLsElMpT+/fvj4+PDrFmzonWxnxjxJAbzk8+oqCi6d+9OqVKl6NmzJ35+fqxZs4bdu3cze/ZsS8+HZraOPyIiAicnJ4KDgzl//jwPHz7kyZMn7Nu3j7CwMCIjI5k9ezZg2/F5XtcPP/zA/PnzWbBggeVJKcDy5ctxcHDg448/Bmx3bNaf/8qVKwkJCWHt2rX07t0bb2/vWN1cCyGSn/X3dPX6zRw/diTee2im1MaPx6S6h/4TCxcuZMCAAXzxxRds2rQJLy8vRo8eTbFixSz3A/O/Z8+epWXLlixevJhixYolWUzW78n+/fu5fPkyLi4ulC1b1lKKYS04OBh3d3fmz5/PL7/8woIFC3B1dU2099U6HnNJjFl4eDiOjo44ODgwc+ZMZs+ezebNmy1D6bzpdu/ezeLFi1myZEm0h6qLFy/m4MGDPHv2jKJFi1KmTBkqV65sw0iN37MbNmxg1qxZb9RvE6WUlKC9isSsLwl8C9wG3krAssuArTGmlQY0kCu+dV+1DdrChQt1rly59OjxE/XSVd9b6tFfvOGvm/6vha5dr75e8f0GY9rFizplypT6iy++eKV9vIrg4OBo9fkv3bynR46doPsPHqrnLFpmma611v369dODBw9OslgSyrrNwJ07d3RgYKClhyuzW7duRft7//79OlOmTPrcuXPJEmNCmdsPBAYG6uLFi+uSJUvqihUr6latWumwsLBoy74pnWY8ffpUDxgwQGttHF+XLl30999/r3fs2KE//fRT/dlnn8Vaxx6OLTIyUs+ePVtv3rxZBwUF6SJFiuhChQrZOiwhhJWFCxfq7DlyvvQeqrVOlnvoq9q7d6/OkyePPnLkiNbauPaVKVMm1r01MDBQ//333zpTpkzJ2tvk/Pnzdfr06XXHjh11njx5dNeuXfWdO3fiXPbatWs6a9aset68eYkag/U9fs2aNbp79+66du3aevXq1TogICDasidOnNBlypTR27dv11rbx73knzhy5IjOmjWr1lrr7777Ts+aNUuvXbtWh4WF6YMHD+rPP/9cBwUF2ThKw/bt23X16tW11lrv3r1bHzp0SP/11182jiphkDZor/RKtNRbKTUV+AiorrU+m4BVDgOVlFIprKZ9gNF2zS+x4vruu+/o27cvq1evpnP3XtSsUw+AVSuWERAQwMQpM3B3T8n6tatZtmgBxYoVo1+/fowZMwZI/PEvNm7cSK5cuVgwdxaHDvwKQEoPD7r27EP/QV/QqOnzagLXr1/nxx9/pEiRIokaw6vSVk/V1q5dS48ePRg1apSl3r82lcJmyJABMKrBgFF1IkeOHHb3hMfBwYGwsDBq1apF9erV8fX1ZfDgwdy6dYvz589bljM/MXwTHD58mBkzZrBgwQIcHBwoWbIkV69e5eeff+bLL7/k8OHD/P3339HWscWx7dmzhx49ejB58mTOnz+Pg4MDTZs25cSJE8yaNYvMmTPj7u5OQECAjD0jhB0w30PnLF720nvo3Llzk/we+jru3LnD+++/T5kyZQgNDcXR0ZFGjRpZ2gdFRkYSGRnJzp07qVu3Lj169GDIkCFA0o93uX37dkaNGsXGjRuZP38+a9euZdOmTcSsJeTv78/MmTMpV64cHTt2pFOnTokah/kev3jxYrp06UK5cuXIkCEDc+fO5dixY8DzMc2KFy9O4cKFGThwoN1UV/wnMmfOTO3atcmfPz/79u3j2bNn/PXXX0ydOpXy5cszZswYUqVKZRdjut2+fZtUqVLRqFEjFi9ezNq1a5k9ezY7d+60dWgisSVGlgfMxOiRsTpG+zHzy8NqmfHAHqu/vTC62V+N0c1+E9M2Eq2b/UePHukGDRrolStXaq2f90JVo3ZdrZTSrdt10L5/n9OXbwfohk2aaUdHx2hjnCRFT01DhgzRSilds049nSNnLt2qbXu9YdvuaCVqvx7/Qy9b/YPOkiVLtO7pbW3+/Pk6Y8aMetu2bfrYsWOW6U+ePIm2XFhYmL506ZLOlCmTnjBhQnKHmSCXLl3S5cqV01euXLFMq1Klil6yZIletmyZ9vf311q/OU8GL168qOvUqaMrV66sv/3222jzRo8erdu0aWObwKzs2LFDN23aVP/yyy96xowZ+ocfftBaG9/TYcOGWWJ8E3vKFOLfyPoean2PsuU99GWsrx/mng611vrvv/+OttyMGTN0rVq1LH8/ffpUBwUFWXq71Trp44+IiNDDhw+3lOSZa3C0bNnS0mukOYbQ0FA9YcIEPXv27CSL7/Dhw/qtt97Shw4dskxr166dbty4cax9/vXXX/rtt9/WJ06cSNQYkpP1uXL16lU9ZswYy98nT57UgwYNskVYcTp58qRlWIUVK1boVq1aaa2N31/ff/+9njZtmi3DSxCkBO3VcqtE2YhRLTGu10irZZYAfjHWKwrsB0IxqkaOIBEHqr59+7bOlSuX/umnn7TWRoL25YRJumadenrPgaP6g1p1dONm/9N/XfDTF67f1d9v3GZZN6kuzA8fPtRFihTRXXr21hu27dYFChbSpd4to8tVrKQ37dyjj/5xWq/bslOXr1RZT5kyJcnjSaht27bptGnT6oMHD0ab3r9/fz1x4kRLQhMcHKznzJmjs2bNqkePHm1Zzt5+dJ86dUrnzZtXr169Wt+9e1dv2rRJOzo66rZt2+rq1avrHDly6Pv379s6zFeyZs0affHiRd22bVvdu3dvPXDgQL1jxw7dv39/yzK2Oo/Cw8P1zJkz9YMHDyyxNm3a1DL/8uXLlkTfPBC7vZ0zQvzXWN9DzclZfPdQ871Wa9snZ5s2bdLffPNNrCr25odu8+bN0/Xq1dNaGw+4Pvjgg2hVxZIr/nv37lnGDjXH36lTp2jV0mNWvU+q+A4dOqQ7duyonz59qkNDQ7XWRpW/2rVrx9rno0eP9C+//JLoMSQX63Nl4cKF+sKFC9EeyP7111/6vffe0zdv3rT5veinn37Sb731lmVYnKioKMvno7XWGzdu1G3bttURERE2jzU+kqDZIEFL7ldCE7QrV67oQoUKWZ6I3QkM0eeu3rbcaDbt3KMLFSmqN+/6OVq7r6S6MEdGRurw8HDdv39/XbdBI8s+l64yxhApULCQLlaipJ4xb5E+c+VmtPVsxfxlHz58uCXhMk9r2rSp9vDw0JUqVdIzZ8601Jm/ceOG3rFjh2Ubtk4uzW3lYraZGzFihG7WrJl+//33dcqUKS0/Lu7du6dLlChhF2OEvYrBgwfr7du36z///FNny5ZNN2jQINp8W5cGPnz40PL/J0+e6C5dumittfb397ecO/Z8cxHiv8b6Hmq+X8V3DzWz9TV//vz5Ol26dHrevHn66tWr0eZZJ2g9evTQQUFBOn369EneZi4h7bjNiZh12/MrV67ozp0762vXriVpfGYx369t27bp0qVLW2J79OiR5YGs2Zt+3W7Tpk20MWbPnDmjixUrptesWWPDqAw7duzQzZs319OnT9cDBw60TDe/52fPntUVKlSw1EixZ5KgvdrLvhoHJbKcOXPi4+ND7969LdM8rOoRZ8yUhdTe3nh6pY62XlK1mTKPTVK/fn12btvC0cMHAZg59Rv+91ErhgwfRcXKVQm4fw9vU/epWmubtuEy10v39fW1jKehtebPP//E29ubx48f0759e2bOnMnmzZvRWpMlSxZq1qwJ2L4HRHOvXIGBgRQoUIDDhw9bPv+RI0cyd+5c+vbtS4MGDXjvvfcAoytbV1fXaD1Y2RPrNh0PHjzg6dOnAPTq1Yuff/6Z/v37M3r06Fg9IdqincCjR48s/7fuvjsiIgIXFxdOnDhBly5dLGNw2UPPpEIIg73dQxPixx9/ZPDgwWzfvp1OnTpZxmQyM18Hvb292bZtG3nz5qVLly6WNnPG78jEpXX87bhjxhYVFYWPjw8PHjygePHiZMmSJVpvvIkRj1lYWFi0MfbMY++ZlzGPJefi4sKFCxd47733OHfuXLTtvUnX7QsXLlj+//XXXzNu3DgiIyO5e/cud+7cITIyEj8/P8aOHcv//vc/IOnbIb5IUFAQBw8eZO3atfTs2ZNjx44xb948wHjPg4KC2Lp1K127do02RI34l7B1hvg6r4SUoJmfLvj6+uq33npLN27cOFod+v3HftdZsmbVw0aPjTY9ubTr2EVXqlJNv/1OcV2nXoNoMSR3LNbiehIWFhamP/zww1jtmKyX7dChg93VgTY/KQ0MDNQFCxbUrVu3jnO5ZcuWaVdXV33+/HkdFBSkO3furEuXLm3zEqe4hIeH65EjR+q7d+/qHTt26PLly+vevXtbnvSNHTtWb9q0Kdo6tnq6uX37dv3pp5/G2n9YWJgOCAjQpUqV0u+++65eu3atTeITQrxYzHtozPtUXPdQezBkyBA9efJkrfXze8CkSZP0mDFj9KRJkyzLLV26VCul9NSpUy3TkrrkL6HtuMeMGaPff//9WO3QE+Nabr2N1atX68aNG+u6devqb775Js7ltm3bplu2bKkfPHigM2fObFe9c76q27dva6WUXrVqldZa6+PHj+tFixbpHj166EqVKuk6deroAQMG6FOnTlnWsafSwf379+svv/xSh4eHW+J6/PixZb49xRoXpATtlV42D+B1Xq/SzX5YWJjevHmzzpcvn86RM5du3vJj/UmnLjp7jpy6/+ChlhvL7UfByXqDmbNomVZK6eYtP44zObPFzc76y33u3Dl99uxZS3WHXbt2aaWUnj9/fqz1/Pz8dLFixSxd7tqTp0+f6vz580dLzk6cOKGPHj2qL1++bJn24Ycf6jRp0uiqVavqSpUqWdpB2VuSdvv2bT116lTdvXt33bx5c3369Gl99OhR3axZM71169Zoy9qymtGWLVt0w4YNtdZaHzx4UP/999/ROmTRWuvu3bvrRYsWWf6295uLEP9F5nto7jx5X3oPtQdNmzbVzZs311obbXfKly+vs2fPrmvXrq3TpUunu3fvrrU2jmvbtqRvd26W0HbcWmv92WefJXnyOH/+fO3j46O//vprPWTIEO3m5hbn/f3AgQM6Xbp02tvbWw8bNizJ4klqUVFROiAgQFeqVElXrFhRL1++3DLvxIkTum/fvjokJCTZqpIm1LFjxyz3xkuXLunatWvrAwcO2Diq1yMJ2qu9nGxdgpfUXFxcqFu3LpUrV2bUuK+4f+8eWbNlZ+ykb/igZm3ANtXwGjVtzuoVy3j44EGy7vdFtNbRutkdP3483t7e3Lx5k++//54PPviAESNGMGjQIAIDA+nduzePHj3i8uXLNGzYkN69e1OrVi0bH0VsGzZsICoqiho1agDQunVrbt68yd9//02ZMmUoX748gwcPZvXq1Rw7doxUqVJRoEABHBwcLNUj7UnGjBlp2rQpmzdvZtWqVXh6elKwYEE+++wzBg8eTMqUKalSpQpg22pGf/zxB87OzrRp04awsDDSpUuH1pp27dpRrFgxxo0bx2effWYZjNX6/BNC2A/zPfStYu8ye8ZUu7mHWlu9ejWXL19myJAhfPHFF9StW5fMmTOTJ08esmXLZhloeOHChaxatYrHjx+TKlUqatdO+vjN17YjR47Qp08fypcvb5nWrFkzdu7cSfHixUmZMiWNGzcmU6ZMfPLJJ7z11lt07NgxSeJbs2YNvXr1Yt++fZQpU4anT59y+vRp/P3944z//v37TJ48mX79+iVJPMlBKUWaNGno2bMnISEhrFq1CmdnZ3LmzEmePHkICQkhLCwsUauSvg7re+FPP/3E1q1bKV26NAC5c+emVatWTJo0ibfffptUqVLZMlSRxOzr12cSUUrh6enJ50OGxZpniwuNuQ1RsxYfMWvat1z18yNHzpzJGkNM5gvCwoUL+fzzz9m8eTMpU6bkm2++oXPnzhw/fpwuXbrg5eXFgAEDWLp0KVFRUaRMmZLevXtHGzPGnn5ot2zZkmvXrvHjjz8yatQoMmbMyPbt2/Hz8+PYsWOsW7eO33//neLFi/Puu+9a1ouKirK75MwsS5YsNGnShJCQEKZNm0anTp0oW7Yss2fP5q233rJpbOfOnSNfvnx88cUXTJw4kd9++401a9bw4MEDNm7cyJ9//knp0qVp164dOXLksKxnT+eMECI6pRSp7OgeGtPdu3c5e9YYfrVYsWIcP36cQ4cOkTdvXooXLw4YiaaXlxdeXl6x4k3K+K3bcRcoUAAw7pN//fWXpR33kiVL+Prrr3FxcaFDhw4ULlyYwoULA4nz/prvy5GRkYSHh7NixQrKlSuHh4cHAClTpuTGjRtcuHABNzc3fHx8+PDDD3FwcKBixYocPnyYMmXKJFo8ySkoKAhPT0/Le2D+e+PGjZQsWZLg4GB+/fVXunXrhpeXl01jjYyMtLRD3L9/P1myZLG0zzZr3LgxxYoVk+TsP0AZpY5vllKlSumYgzgmxN2g0Jcuk8EzxUuXSQx3g0K5fu0qf/7xO3UbNLJpLGa7du2ifv36LF26lBYtWgCwYsUKVq1axbJly/Dy8sLJyYlr165x6tQpXFxcyJw5MwULFgRsf+E2X9zMcVj/PXbsWE6dOsWiRYtwd3cHwM/Pj4oVKzJnzhzq1atns7jjE1/Ce/PmTbZt28aRI0cYM2YMmTJlAmz3OYSEhDBo0CBSpUrF6NGjcXBw4OnTp6RMmRKAlStXcuzYMaZOnZrssQkh/hl7un9C9GvjypUr+eqrr/jzzz9fuPzly5epUqUKgwYNokePHskSl9mzZ89o06YNrq6uLF26NM5lO3bsyDvvvEOvXr2SLLa7d++SIUMGrly5Qr9+/fD09KR3796MGzcOPz8/mjVrxpMnT1i6dCl58+YlIiKCn3/+GVdXV8D29/hXtWPHDn7++We++uory/scFBTEt99+i7OzMwcPHuT+/fts27aNtGnT2jTWnTt34u/vT+vWrTl58iRfffUV7u7uLF++nEGDBuHu7k6+fPlo3LjxG/tAUyn1m9a6VDLvNhVQDPg1mff7j9lnEcF/RLbsOciW3ShFsIeSJ601BQsW5Pr161y9epUcOXKwYsUK9u7dS/369XF1daVdu3bkz5/fUjXEel17SM4eP37MgAEDCA8P56233qJRo0bky5ePoUOHcv78edzc3Hj27BkuLi7kzJmTIkWKWBI2exMSEsLy5cupVatWtJ7IzOdKlixZ+OCDD8iaNaslOQPbVW10dnamb9++rFq1irFjxzJ06FBLcnbhwgXmzZtHnz59bBKbEOLfJSIiwtLTbp06dZgzZw4PHjwgjakHZLMzZ86we/duvv32Wzp27GhJzpLinmu9zfPnz6O1xs3NjezZs9OhQwdq1qxJpUqVLFUXzctevXqV3377jWbNmiVqPNZOnz5NkSJF2LJlC3Xq1GHKlCn06tWLFi1a4O7uHi25HThwIL/88gthYWGW5AxsW23+VW3ZsoXFixezbt06jh49ipeXF66uruTKlQswants3brVxlEaNm3axLZt25gzZw4BAQHkzJmT7777DjBKfsuWLYufnx9Zs2a1+e/EFwkODkYphZubm61DsZYK+A54B+gKbLNtOK9GEjQrzyKiXr5QInkUHE5q9+fduCf3l858IzGXoCqlqFmzJmFhYUycOJHQ0FB+/fVXQkJCuHHjBmfOnMHX15f58+dz7tw5vvvuOz744AObxW8tKirKkpyVKlWK6tWrkz9/fubPn0/u3LnJly8fSilL9RIXFxcA2rZty//ZO+uwqLI3jn+GoUEUwQ6wFddaLEzs7k4EE7tQ7Fpj7cAAA2RtFxdsxcRYc91VsRUsJCw6Z+7vD35zdwYw1oUZdvd+nsdnl1vzzp17zznfc974+PGjGLOVm0hISKBr164MGjRIwz0j46DC1tYW2/+7x+pK5N+8eZO0tDTq1KlDqVKlsLKyYseOHSgUCmbPno1SqWT79u24uLjQtWtXrdv3JV69ekWePHmQy+Wiy4+EhIQmcUlpmBvnjiHDsWPH2LlzJw4ODpQoUYJq1aoRHBzMtWvXNGKhlUolqampPH36lJkzZzJ48GBxe3aLjdwex21nZ8eMGTPo3r07v/zyC61atWLDhg2MHz8eExMTfvvtN6pVq4ZcLidv3rx07Ngxy+/2T+G3337DwMAAFxcX4uLiKFiwIADjxo1j5MiR4uRhamoqBgYGOvuOiYmJrFq1irZt27Jw4UJu3rwpllWYMmUKcrmcpKQkXF1dtW7b1xIYGMjq1aupWrUq3bt3x97ePsvjypcvb6hFs1TiTGXMJv5pIk3XWUq+5d9fyeKozun7EZ/MmPjiXbzQc9Plb7rut9B0+TnhwZuYT9rz2/P3WrEjISFz5q1ffvlFqFmzpmBjY6OR6VAQBOHt27eZsvHlBpKSkoQmTZoII0aMELeVKlVK6NevnxAeHi48ffpU3H758mWhadOmQrVq1XJltsbU1FShbdu2YlbG2NhYoWfPnhrp83fs2CGcPXtWRxZq4uPjI3Tq1El4+fKlcOHCBcHR0VE4duyYsGjRIsHd3V1QKpUaaaRzU7bGU6dOCW3atBHmz58vjB8/Xnj58qWuTZKQyJW0XRMkPImI/WSfdfXZO63Z4uXlJSxYsEBo3769ULlyZaFZs2ZC3rx5hXnz5gnR0dGZjldvf3I6++CWLVuE/PnzC5cuXRJ+//13YeDAgcJ3330nJCYmCm/evBFWrVol6OvrC1WqVBEqV64s1K5dW1i4cKF4fk60j+rXXLJkiaCvry8WZg4JCRHat28v9O/fX6NY8z+d1NRUYdGiRWJGz8jISMHT0zNXZQ4+c+aMsGzZMuHZs2eCo6Oj0LNnTyE5OVm4efOmMGXKFOHy5cuCt7e3cP36dZ3a+TlOnjwpdOjQQbh//76wc+dO4eTJk5+8r3fv3o0XBMFWyHmdkEcQhEOCIIRl+PdCEIS2Wvj8bPmncwO+5d+3CrTKs49nKdJU4sxm6uFvuu63YDP18CdF2m/P3wu1FwbmuA3+/v5CoUKFhLVr1wrnz5/X2HfkyBGhfv36woIFC4T79+9neX5uSrP75s0bsfaNIAhC69athdKlSwsbNmwQpk+fLrRr1078jgqFQli2bJmQmpoqCIIg/je38O7dO42ac0uWLBEGDBgg2NvbCz///LMgCIIQFhamK/OyZN++fUKdOnWE7777TggPDxcEQRAeP34sTJo0Sfj99991bF3WvHnzRmjRooWQlJQkfPz4UZgyZYrQs2dP4c2bN7o2LRO6HkhISNhMPfxJkXb12Tvh+/kntW6TQqEQlEql8PjxY2Hjxo2CjY2NsH79+ixFmjY4ceKEYGhoKNbZEgRB+Omnn4S2bdsKb9++Ffua58+fC0ePHhVOnTol3Lt3Tzw2u/vUFy9eiOI0OTlZ3F6iRAnBxMREOH78uCAI6aVyWrVqJXTq1El4/fp1ttqgC1TtpUKhEJKSksTt27dvFyZOnKgrszQ4ffq0UKNGDbGu3OvXr4XExD/LK82ePTtT6ZzchlKpFI4fPy7Ex8cLgiAIc+fOFRo0aCCMGjVK8PT0zHR8REREiiAIN4WcFWmfEmf/OJH2z3EozgbiktMYu/sWwWEx4raUNCWT9//B1RDtp7t/GhXHyJ2/8TEhVdwW9jGRETtuEhGTnOOff+3aNSIjIzl16hTOzs4MGzaM8+fPA+k+/VOnTuXkyZP4+Pjw8OHDTOfnFn90QRAoXLgwo0ePBuDixYvY2try9OlTXF1d6dOnDxYWFhw6dIjU1FT09PSYPHky+vr6KBSKXJetMW/evLx9+1b0jx88eDC+vr74+vry888/8/HjRzHmTBByR5KfHj164OrqSqFChUhNTX+eS5Uqxbx586hWrZqOrcsaKysrvv/+e37//Xfy5s2Lo6MjBgYG7N69m7S0NJ3advr0aRYuXMjWrVtRKBT/OPciiX8nwWExjN1zi7ikP9+P5+8ScN1xk3fxKTn62aGhoURHRwOa7Z5MJqNMmTKMGDGCuXPnsmLFCnx8fMRjtYkgaMZxQ3qirVOnTtGhQwdatGjB9u3bef36NW3atKFZs2Ziki1B+Ptx3Or35dKlSwwbNgx/f39iY2NF1/6uXbtStmxZZsyYQfv27QkMDMTGxob169czePBgihYt+rds0BUhISGEhISIsVCQPkZRxdA9fvyYrVu30qBBA12aCcDly5dZu3YtBw8e5OHDh/j4+FC0aFGMjdOT7Lx8+ZKLFy/m6nb/woUL3LlzhxYtWmBqakpYWBghISHMnj0bJycn7t+/T0pKlm1CEcAPsM0BszTcGl++fKmnUCgyHqNPurtj2xz4/Gwld4ywtYi6SNOlOFOhLtK0Kc4A3NzcqFy5MmXLlsXb25vLly8zbdo0GjVqxKVLl2jXrh2LFi3i8OHDvM8l9dogPSGIOqpGTJWetkGDBmzcuBFI9y//7rvvKFiwIK9evRKDylWozsktCIKAXC6nZ8+e/P777/z6669YW1sD6R190aJFyZcvn3h8bmrAnZycGDFiBMOGDePGjRvI5XLRzz83oRrEKJVKbG1tOXLkCIsXL8bLy4vq1asjk8l0KtqPHj3K+vXrKV++PO/evSM8PFzcpyrRISGhK9RFmrbEWXBwMH379mXfvn3ExMRoDMDVGTRoENOmTWP27NmiQMopVO2IarYboFWrVsyfP5+AgAB8fX1p2bIl8fHxvHr1iiVLltChQwc2b95Mx44dCQwM1Lje323LBeHPGKp9+/Zx8eJFihYtyk8//cTp06cB6NmzJ5GRkZw5c4YZM2Ywa9YsWrVqxeHDhylTpgwdOnTQ+G7/FE6fPk3//v3ZvHkz+/fvF7er2suwsDD8/f1xdnamS5cuujJTtMnQ0JA9e/ZQvHhxJk2axLFjx3j69CmQnp153Lhx9O/fP1MyttzC8ePH8fb2plKlSuI7WLRoUdasWUOLFi3Q19fn+fPnnxJokDMiTUOcHTx40Gjt2rUaAxC1seM/QqTlrqUDLaESaWUKmPHHK+3PsmVEJdLiklO1Js6USiXm5ua0bt2akJAQGjVqxN27dzl48CCdO3dmyJAh5MmTh+nTp3Ps2DGdF29UoSoeHRcXx7Rp0xAEgfz58zN//nzkcnmm4tIqQRYeHi4WRc7NqDpYR0dHDhw4gI+PD9u2bcPQ0JDExES2bdsG6C5o++nTpxgYGGhklVSne/fuJCUlERcXp2XLvo4LFy7w/v17mjRpgoWFBX379uXevXsEBwczYcIEqlatysSJEwkPD6dQoUJav8fx8fGcOXOGffv2oa+vz7Bhw/D19cXIyIiRI0eKM6wSErokOCyGUbt+Iyo2OcfFGUDlypVp1KiR+F507dpVo2aVens4ZMgQHBwcxDpiOYXq85KSkjQy13Xs2FEs7RIVFcXZs2cpUKAABQoUoFGjRjg5OREbGysmd8oO1L//1q1bGTZsGPfu3aNChQqMHTsWT09PFi1ahL6+PpcvXwbS+9LZs2eTlJREaGholt/tn8DNmzf58ccfOXnyJE+fPiUwMJCoqChMTEwwNzcnLi4OLy8v+vfvT9myZQHdJj3R09OjZs30TPOqCWQ7OzsiIyMpU6YM5ubmrFixQsw2qUtbs+Lly5f06tWLixcvsnXrVm7duoWNjQ316tXD0dGRx48fM2nSJIYOHfqlpFsqkdYNCP2bZmmIs8ePH8t3795tsnv37o8XLlwwSExMlDVs2DDFxMREvdacSqTl2sQh/7kVNBVxyWm5QpypeBoVpzVxBumNhL6+Ph06dCAgIICLFy8CsHTpUpycnFi6dClNmjQhJCREFGe6nlVTia+YmBi+//57IiIiMDIyYsuWLYwYMQJAQ5ylpqYSGRmJs7Mz9+/fZ/78+boy/YuoXOpUM342NjaMGjWKBQsW0LhxY9q2bSuKM125vAUGBjJz5kweP36ssT3jimb//v1xdHTUomVfR1BQEK1ateL69etcvHhRLFhat25dBg8ejJ2dHW3atKFly5YULlxY6/c4KioKgMWLF6Ovr88ff/zBlStXKFasGC9fvmTDhg1atUdC4nM8CI/VijhT9TtLlizBwcEBX19fDhw4ILowpqWloaenx8OHD3F3dwfQqM2ZkwQEBFCqVCnWrVtHUFCQuL1z587MmzeP4sWLs3PnTrGINqS7VqvEWXbYpz6A37VrF2PGjOH8+fNi1uK1a9dSrVo1IiMjmTBhgnieyntk0aJFYnjAP5HixYvj7++PmZkZd+7cYeXKlfz4448MGDCAuLg4zM3NGTZsmCjOIPcIUAMDA8zNzbG1tWXixIlER0eTN2/eXCvOBEGgRIkSrF+/nlatWnHt2jUGDx5MmTJl8PPz48GDBwQGBjJ8+HD69OkjnvMZsmMlLWO2RuLi4mQlSpRQzJw503z9+vVmv/zyi3GHDh3yJyQkZPSaytUraf/JFTSJP2nUqBHDhg1j7ty5fPjwARsbG7y9vQFEdwcVum4o9PX1iY+Pp3bt2jRp0gRPT09SU1MpWLAgp0+fFuubQXqj8OrVK6ZOncqrV6+4ceOGGHOW29waVXFwMTExTJs2jaioKOrUqYO9vT2Ojo70799fbOR0Zf/p06fx8vJi3759yGQyzpw5A0DTpk2Ry+W8efOGmzdv5tqC3wBlypThyZMn/PHHH1y8eBFBEGjQoIE4E58vXz5WrlyJg4OD1m07ffo0ixYtwsHBgWLFiuHq6oq1tTXHjx+naNGiFC5cmLt372rdLgkJXaNeXmT+/PnMnj0bX19fADp16kT+/PkJDg6mTp06TJ06FfjT9TGn46TV47hXr15Ns2bN6NevnzipplAoWLZsGXFxcTg7O4uiSUV2xJyp+uUtW7YwbNgwqlevjpmZGUlJSeKK+5IlS0hMTMTb25u0tDQ6deqUa+t//lUKFSoEQFxcHHFxcRw8eBB7e3vmz59PTEwM5ubmOo+rO3/+PGZmZtSsWTNL0eXk5MS9e/d4+vQp33//vbhd12OujKjsadOmDcWKFaNJkyZA+gr31atXMTc3Z/jw4eIY5SsF5t9ZSdMQZydOnDC8fPmy4axZs+I2bdoke/Xqlf6RI0c+AEyePDmPm5ubxfr162MyXCPXrqT9Z1fQJP6kUaNGnDlzhu+++44DBw7o2pxMqFZoBEHA09OT9+/f079/f5RKJQYGBqSmphIaGsqWLVtE+5VKJaVKlWLu3LlcuHABAwMD0tLScp04g/SZzISEBGrWrElycjIVKlTg999/Z8KECeKqmUwmE+u96YLAwEDWr1+PTCbjwoULuLq6MmrUKNHfPyUlRYyVy40olUqKFStG0aJFadOmDdWqVePXX38lODiY+/fvc+HCBfT19UVxps3V4itXrrB8+XL2799P69atefPmDYBo7+PHj1m+fDnFixfXmk0SErkJ9Zqd8+fPp2HDhmzfvp2goCCuXr1KgwYNGD9+PLNmzdKqXbqO41YNfj08PJgxYwZBQUE4ODgwffp0zp07JyZsAlizZg0VK1bEy8sLPz+/TJ4P/zQyttHm5uY4OTlhb2/PgwcPOHnyJB8+fNCRdX9y/PhxfvrpJzFZ1qf6lmnTpmmIs9yEus2bN2/m4sWLojgD+PjxIzdu3ODNmzcaY5S/IDC/ZSVNQ5wdP37ccOrUqRbR0dEypVJJq1atkl+9eiVfu3atKUC/fv0SzczMPtWx58qVNEmgSdCrVy9atGjBu3fvdG1KlsjlchITExkyZAj9+/enS5cuLF++nMuXL7N3714WLlxI48aNuXLlCtOmTaNBgwY0bdqUJ0+eYGdnh1wuR6lU5rpsjeoEBgZibW3Nli1bWLBgAUuWLMHFxYU5c+aIIk2XWTMfP37Mnj17gPTi2NevX+fy5cusWLGCp0+fYmNjQ926dXVm35dQ3TtVR9OzZ08cHR3x8fGhb9++JCYmahyvzZlLMzMztm7dSv78+alSpQqnT58WY0Lev3/P8uXLGThwID179tSaTVkRFhaWq5KU5DZ7JHKWjCKtcePGLFy4EAcHB0aPHs0PP/wAaC+Rjnoc9/Pnz8U4bnd3dy5evMiQIUOoW7cub9++5dixYzmyMi8IAh8/fmTZsmXs3buXBg0asGLFCqytrVm7di2nT5/WEGkrV66kbNmy5MmTJ1dOVn4t6iszYWFh4nZjY2NCQkIYMmQIY8eOzfE4xC/x+vVr+vTpw9ChQ9m8eTODBw9m4cKFHD9+HEiPjf/9998BNJJ/5TYy9od//PGH+P9PnjyhS5cuDB06lFq1av2djykCDPnKYzXEWVBQkMHatWvNjhw58v7Fixf6W7duNenatWvyzJkz465evWo4fPhwC1dX17xly5b9XHrmXCfSJIH2H0fVmQ0YMICXL18SEhKiY4uyJikpiaCgIIyNjVm7di358uXDzc2NwYMH4+fnx+bNm9m+fTvBwcEMHz6cxo0bawRh55aSAJ9CFWQeFxcnrva4uLgwZcoU1q9fL8YI6ooxY8bw8eNHrl27RokSJbCwsEAQBKysrHLtIPnKlSs8e/YM+FOYqVYiAapUqUJQUBCTJ0+mZcuWOrOzYsWKYnmCvHnzUqRIEYoUKUJERARnzpxh5syZ9O/fX+N7aJvjx49nioHT5e+e2+yR0A7qIm3evHl06NCBjRs3smDBAiD9GdBWW58b4rhlMhn58uXjwYMHODo6kpycjLGxMd7e3lhZWYkiTb1syObNm+ncuXO22qFN1MXZ+vXrcXBwICYm3WtNqVQSFhbGrFmzxAktXcbOFytWjC1bttCtWzeuX78uisYjR47w7NkzXrx4QXx8vM7s+yvs2LGDjh078uuvv/Lbb78RGBhIaGgooaGheHp6MmDAAOBv3e+DwJyvOE5DnCkUCoyNjQU/P78PxYoVU7q7u8eePHnS+OnTp/IePXokbdmy5WPr1q2TV6xYETNs2LDEz186d4m03LukIKEVVJ1Zw4YNMTU1FYNTcxMKhULMxnj69Gm6dOmCl5cXkydPRi6XY2lpSWJiIiYmJujr64sNherc3DZTmDHTJEDZsmW5f/8+vr6+jBw5EkhfWenSpYvYIDZo0EBnQcPlypXj2rVrHD58mMDAQNq0aSMK5HLlymndni9x8uRJdu7cyebNm4E/ZwBVtYZUweMeHh40b95c3KeLe6t6tlXPabVq1Th8+DAbN25kypQpGhlUdWFfaGgou3fvZvv27Vy5coWkpCTq1q2LsbGxVgfEudUeCe2iHpM2e/ZscbuufvvcEMetijUzMjISY5q9vb1xdnZmw4YNKJVKWrRooVFmJrcloPha1GPu5s2bx969e7GwsADSxzP16tXTEPK6/o7dunXDysqKRo0aoaenR8WKFbl48SIKhYLatWvr1LbPcebMGW7cuEGhQoVwcnKiQ4cOVK9enfj4eKZNm8b58+c5cuQIAwYMoEaNGsDfeqYOAqOAL/ndaogzVdhH7dq10yB9vGdnZ6ews7NLDQkJkZcpU0ZhYmJCly5dxAx8X9FO5JqYNKknkwDSswZ27doVyB3ZGtXtkMvlmJub07x5cyIiIoD0jmj58uWULVuWxYsXc+rUKQ1XDhW5VZxFR0czevRoEhMTUSqVlC5dmg0bNjBlyhR27twJpDckxYsXp1SpUty4cQPQXmeT8RkoVqyY2Eg/fvyYI0eOMHToUPr27Zvl8bokNDSULl26sGTJEnx9fZk8eTJr1qzh9u3byGQyUlJSWLVqFdHR0ToRZ+fOnePKlSvi56pQrQAFBwczePBgRo0apdOVPRURERGUKFGCBQsWsGHDBvz9/enSpQuJiYk6GRDnNnsktE9W76ouf3tdx3Gr3w+5XK4h0szMzFi8eLEY25rVOf80/P39GTZsGH5+fjRp0oTQ0FBOnjzJsWPHePjwIaDb75exP3R0dBSfz3fv3nHz5k3evn2rC9O+iqNHj7Ju3TpKlizJmzdviIiIIG/evHz33XeULVsWIyMj3NzcWLx4Mfb2YvJErYoz+POd9/LyMnn69Kn8/2NFoXz58go3NzeLqKioTAZ9ZTuRK1bSsq1Fk8lkjWQy2UGZTPZaJpMJMpls0BeOt/3/cRn/tc4umyS+DV02bOqp9IcPH87YsWMJCAjg5cuXxMfHExgYKDZ+RkZGeHp6UrBgQZYsWcK1a9d0ZvfXoP7datWqxfv37zExMREbjO7du7No0SKGDx/O+vXriY2NBdJrj2kzAYe6WLlx4wYBAQEEBQVhYGBArVq18PHxYdasWfTu3TvT8brm9u3bvHv3jk2bNlGtWjWuXr1K8+bNMTMzY9u2bURFRWFoaMjYsWM1Mntpy/6jR4+yc+dO7O3tUSqVGh256jno27cvW7ZsEQuq6kr8RkVFkZycTM2aNUlLS+PGjRv4+vqyevVqvv/+e2bMmPGftkdCQkVui+NWF2m+vr7MmjXrk7Ur/2mkpaVx8eJFGjRogL6+Pr/99hstW7Zk7dq1jBo1ismTJ7Nr1y5AN2MZ9f7w3LlzXLp0SZx8e/bsGd26dRNr9eVG4uLiOHHiBAcOHKB37948e/aMHTt2sHbtWhQKBVZWVnz33Xdirbm/yTevnKlz7Ngx47dv34p6xsnJKbFp06bJT58+/TtegiqRprNAxuyccjIH7gLjgC/5earTmvTgQNW/M9lok8Q/CHUBU7VqVWJjYwkLC2PLli00bdqUBw8eEBISwqNHj8RzjIyM8PDwoF27drm2wVOhKrBdo0YN2rRpI3YiHz9+JCkpCblcLhYVnT17Nq1bt6Z27doEBwfz448/as1OdReSLl26sGXLFlxcXMRVp4yCIbeIs9TUVC5duoSHhwdVqlQRXRxbt25Np06dkMlk4oqqepFbbfH27VsGDhxI//798fLywsXFhfnz53Po0CEgfWXo999/p2PHjnTv3h3Qnfg9ffo0ffr0Yc6cOWzatIn69evz+vVrPD09AejduzdmZmb/WXskJFTk1jhulUgzMDAQV+Jzk6fDt6Kvr8+0adOoW7cus2bNonHjxowePZrDhw9z9OhRGjRowJEjR/j48aNO7FO115s3b6ZLly4kJCSQkJAApE/CrV27NjvitXKEZ8+eYWBgwIoVK5DJZPz+++9cunQJKysrHj16hIeHBwCjRo3SqCv3jXyTOFP3lFi4cKHZypUrTeVyufD27Vu9d+/eiZ3lnDlz4urWrZvZreqvsR0I/pvX+GayLQZNEISj/N9fUyaT+fyFU98JghCeXXZI/DNRibPY2Fhq1qxJp06dWLNmjbj/6dOnJCcn079/f+bMmcO8efPEmjLGxsZMnz4d0F0cwtegVCqZNm0aaWlpzJw5E4DRo0fz8uVLwsLCaN68Oa6urvTr14+6devy4sULEhMTadWqFXK5PMvYtZzi4MGDzJ49Gz8/PxwcHDhw4ABjx46ld+/eOs+M9SkMDAzo1asXRYoUwcPDgylTpoj7EhMT+e2333j16hX58+fXum23b9/m6dOnBAQE0LdvXxo3boy7uztPnjzh5MmTVKxYkZiYGJ1mk1ShSvu/b98+goODCQoKYuTIkSiVSvz9/QkODubWrVsMGfK1Cbf+XfZISKiTm+O4M7r455bJtK9FfYJKVcQ5KSkJKysrpk6dyqJFi2jbti1jx44F0hMuVapUiQ0bNpCcnPy5S+coly9fZtasWQQEBNCoUSPRlhIlSmBrayuW/MlNv0dgYCA+Pj5s375dHGcULVqUY8eOUbJkSQoXLiy6j6onYPtGvkmcnTp1yvDZs2fyYcOGJUZHR8tq1aqVeufOHX1BEFi8eLG5gYGBULly5bRx48bFlytX7u/WkdgKaLduRwZkOaHgZTJZHDBaEASfzxxjC4QALwFj4DGwShCEn790/SpVqggBAQEa2/LmzStmlFOlqFbH0tKSGj9e/qLtj+a34NWrV5m2W1tbY2FhQXJyMq9fv860v2DBgpibm5OYmJjJ1xugcOHCmJqakpCQQHh4OE297n/RljPDKon/X6xYMYyMjIiJicnSd7l48eIYGhoSHR2dpZtFyZIl0dfX58OHD1nWBrG1tUVPT4/Y2FiNZevExESioqIoXbo0kL4KoMqYpEJPT098YSMjI4mLi9PYr6+vL7pXREVFYWFhodFxKBQKjIyMiIuLo379+hQoUEBMQ5uamoqhoSF6enrIZDIiIiLo1KkTJUuWZObMmdjZ2WmsjCgUiixXeFT7X7x4oZHRCtLrpxQsWBBIj1/KuHxuYWEhuhiqsgKqo/7spaamanw3VXp/PT09BEHgxIkTeHt7U6RIEa5evYpcLufHH3/k0qVL3L9/HxMTExYvXqyxGqA6V09PL8vaNampqZiYmHzVsxcREUHBggUxMjIS96s6CqVSiUKhICkpicmTJ1OyZEmmTp2Knp4eenp6NG3alN69e+Pi4qLRcaqfn1UmPdX+T9mnevbevXtHdHR0pv1ZPXt58uTB0tISgDt37nDmzBnGjx+PIAjs2LGDjRs3Ymdnx7hx47CxsaFp06ZMnDiRPn36aFz7rzw7CoWC1NRUIiIixN/BxMSEIkWKAPDy5UsxDtLKygozMzPxHh0/fpy9e/fSo0cPbGxsqFixInp6eqSlpTF9+nSGDBlC+fLlM3139c/P+NwC4m8jCIL420VGRor7LS0tsbS0JC0tjRcvXmQ6X9WuqM5X3U8rKyuKFi1KbGws7dq14+eff6ZgwYIkJSVx8eJF8uTJQ506dTJ9/qfsS0pK0kiHraJIkSKYmJgQFxdHZGQk1tbWGgV05XI5d+/exdLSksKFCxMdHU379u3Zt28fRYoUITU1lYsXL2Jubp5liuesnk31e/RXnz1jY2MKFCgg/q6qgUxaWhpv3rzRiINVb/fCw8PFWXQVBgYGYgKYN2/eZBLnRkZGFCtWDEhP151xwPmpZ0+FqakphQsXBrKn3furfVZWz56lpSV58uQBMj+7kP7bREVFIQjCV/e5Gb+X6h0tWLCgRp+bkYzPXka+ts9NTEzUSL4B6cJCX18/07MnCAJRUVEkJSV9U7un4nN9boECBcSEWfDldi0iIiJTJkFtP3v58+fXeO9lMpnY56elpbFjxw78/f1RKpU0bNgQJycnChYsSHx8PB8+fKBw4cIkJydjZGTE9evXmTVrFjt37qRgwYKfbZcUCgXPnz/PtP9Lz16JEiUwMDD4ZLvn5+fHsWPH2LZtG7du3WLhwoXI5XLkcjnLly+nWLFiKJVKjazC6nyqT1WNx7JrvKe6vqq26d27d/Hz80OpVGJtbU3Tpk0RBIGHDx8ybtw4hgwZQvfu3T/7bAGf3P/+/fvUggULbuMbxNnZs2cNPTw8TPfs2fNRT0+PDx8+yKytrQVIL1B9/vx5w6lTp8a/fftWr0yZMv94cQa6TRISB0wGepIeiHca2CuTyfpndbBMJhsmk8luyGSyGzlR8FEinZSUFPGFVzUG2Um+fPkyiTOVW+P3339PeHg4efPm5cyZMyQlJYmNoEwmQ6FQYG1tjb+/Pzdv3hTrcn0JVSxXTqPe6UH6oE1PT4/k5GRu3rzJixcvaN68OaNHj+aPP/7AwsKCc+fO4eDgwJQpU2jYsCEXL14kKSkp07U/lezk7du3f6ngaEZxBppuFjKZDBMTE8aMGUODBg2AP114zMzMxI5c1XH+FbL6Xt+CujiD9Htz48YN9u/fz7lz59i5cydLly6lQ4cOLF26lGPHjuHp6fm3E5qkpaVpiLNPoRJn6vY5OjoyZswYdu3aRXh4uDjrHhERwW+//ZYtBVUzirMvYWVllWlgCVmn/be0tOT169dcunSJ5s2bU6dOHeDr76WhoWGm5y4jGcXZ19hz8eJFWrRo8ZfsMTY2FgeHf4WM4kwdmUxGoUKFsryfEumoxFlycjLPnj3L0hXwc/f4U6SmportkkqcabPkQkpKSiZ3uqzsVxdnOclf/Qxdl6ewsrLK8r1X3UNvb28mTpzI8OHDKVu2LLt37xYFq7oQNDQ0JDQ0lG7dutGyZUsKFSr0xc/+lmLd1tbWX0w+JpfLCQ8P5+HDh7Rv356aNWvSqFEjZDIZDRs25O3bt385gVl2jscyPp8WFhbUqFGD2rVrc+LECZ4+fUpgYCAbNmzg/fv3LFy4kIEDB4qu99/KqVOnPvKNCUHu3Lmjv2jRothZs2blGTx4cN4uXbrk9/f3NwKwtbVVhIeHy+VyOf8WcQY6XEH7xHkbgAaCIFT93HE1a9YUVFnt/gq27ke+eEzoknZ/+brfQm6yBTLbU7d0fm4+/0Cq4s/nI6fsiY2NpVSpUri4uLB06VIGDRpEREQE48aNo1mzZhqDHlXa/OjoaMzNzXNdlkYVKjtjYmJo1qwZVlZWvHjxgkGDBjFlyhSuXbuGkZER1apVIz4+HjMzM549e8agQYPYu3evODuZ06ivhJ0/f56QkBDy5ctHlSpVKFOmDIBYwmDAgAE4ODgwcuRIXrx4gZeXFxMmTMDKykortn6O+/fvM3nyZG7evMmNGzcoXrw4UVFRHDlyhHLlylG/fn1AuzFd9+/fZ/Xq1WKc1O7du1m9ejUVKlSge/fuNG7cmHbt2jFs2DAGDhyoFZu+hQULFmBnZ8emTZuYOHEibdq00crnfspdWVf2/NfJjj4rISGBTp06YWdnR548eRgzZsxXDaS/ZI9MBkMblmb/jZd8SPhzNUebfahE9nP+/HmGDh2Kt7c39evX5+zZs7Ro0YLFixfTrl07zMzMsLGxITU1le3btzNz5kxGjhwpll/I6fb+U9e/ePEiI0eOZNCgQURGRrJkyRIgfRKtbdu2dO7cWXTLzC3cuXOH7du3s3z5ciDdTfP06dO4u7sTFhaGjY0N8Pfuqb6+/s20tLSaXzhMQ5xdvnzZoEiRIsorV64Y+Pr6mhYvXlyxefPm6FOnThmOHz8+78aNGz/a2toq3rx5o6dKt/83yDXiDHJfmv2rQO4rqvQf5Mqz9xriLCcJDw8XC3sCbNq0CWtra7HIprr7hFwuR6lUkjdvXjEIOjcil8uJi4ujTp061KxZk+PHj9O8eXOOHz+OIAjUrl2batWqAYirLXPnziVfvnzijKA2UDW027Zto0uXLpw8eZIpU6YwbNgwtm7dCvxZRDstLQ0LCwvCw8OpUqUK5ubmuUKcAVSqVIlly5ZRv359Ll26BKS7+vTt21cUZ6DdGAxra2tMTEz44YcfOHz4MDt27GDdunVMmDCB/fv34+Pjg6enpyjOdBUw/rVp/0eOHKkVMXT48GHOnj2bSZzpyp6M3Lp1i2vXrnHnzh2tf/Y/mbS0NDp06MD48eNZuXIlefPmJSoqipcvX/7tawsCeAU90xBnEv988ubNy6pVq6hfvz7BwcG0bduWESNGULRoUdauXcu4ceMIDQ3FwMCATp06iQm2ANGFMKdQFyqqFWFVGaAGDRrQpEkTJk+ezPnz50UPCWNjY0qUKKG1WPKvRRAEqlSpwuLFi8VtBgYGXL58mfj4eFGcwd/rQ79ivKYhzo4fP244cOBAy8DAQMM2bdoklytXLu3+/fv67969kzVv3jxlyJAh8XFxcbISJUoo/23iDHKfQKsOZA5SkfhXU65cOVasWAFAcnIyxsbGeHt7Y2Vlxdq1azlz5oyGO536wC23rqAJgsCsWbNo1qwZGzduBNIHlo8ePcLT0xMvLy/u30+P6QgKCqJ79+78/vvv+Pn5fdIvPacICQlh+fLlHDp0iF27donxRhMmTBALrkK64Dl16hS1a9dmwoQJuLu7a83Gr8HOzo6FCxeyf/9+McGMoaGhzuwpUKAAs2bN4tWrV/Tr14/ly5dTu3ZtypQpw4ABA6hdu7aYcEVX2RpzY9r/9evXM3fuXO7evSt+nioGUxf2qHPy5Enc3d05e/Ysvr6+vHnzJtdlYsvNbNiwgXbt2qGnp8emTZtYt24dQ4YM4ehRndaDlcgFZPUeVa9enVatWgFw9epVvL298fDwoF+/fvTv35+wsDCxvE6BAgXo1KkTkPPJwtTb661bt9KjRw969+6Nq6srv/76KwBr1qxhxIgR3Lx5kyNHjvDo0SOioqK4cOGC1jxkPsWVK1c4cuSIODGn+i4qb6UHDx4wcuRInJ2dyZcvn7bM0hBnhw8fNvL09DSbPXt2zIULFwzz5csnDBs2LMHe3j51/PjxFmfPnjX08vIyy6b2N9eJM8jGLI4ymcwcUOXd1ANKymSy6sB7QRBeyGSyxUBtQRCa/f94JyAVuAUogQ6k+6ZOzS6bJP55GBkZaRTZdHFxwcPDg6SkJNq3b59rBVlGZDIZI0aMEDMGjhw5krdv33Lq1CkePXpEQEAAZ86cYevWrcTFxaFUKrl58yYGBgZazdYI6QPxggULUqVKFRQKBVWrVqVVq1YEBQXh7e2NtbU1HTp04N27d+zevZsVK1YwYcIEQPtZM+/cuUN0dLQYH5eRihUrMm/ePHJLnKqVlRWLFy9GX18fPz8/Zs6ciYWFBc2aNdN4lnUhzlRp//38/PDy8uL69evY2tpib29Phw4diIiI4M2bN3Ts2FE8RxtCsnXr1gQEBDBx4kQWLVpEzZrpHjGRkZGEhYVp3R4Vz58/Z926dRw/fpzo6GimT59ObGyszgdb/xT09fWpUKECgiBw+fJlJk6cyKhRozh69GiueV8ldIfqPT579iwKhYLmzZsDf04UDRo0SExsoaenR4MGDcTkYhnJ6T5JZauPjw9ubm4cO3YMc3NzevbsyePHj8WSPxs2bMDIyIgVK1aQlpYmZqJWTS7pgpMnT7Js2TLatm1LamoqVatW1YgBTEtL4+7du7i7u9OtWzdAK+2shjhLSEjg/v37+j///PMHuVzO4cOHjWfOnGn+ww8/xM2ePTt27969JidOnDCaM2dObNu2bVP+5mfnSnEG2SjQgJrAWbW/5/3/33ZgEOk1zspkOGcmYEN6wOAjwEUQhB3ZaJPEPxD1Ipvbtm2jc+fOXLhwQZwdy42oCxVVY6YqA6BUKmnWrBkbNmwA0kVESkoKkydPJjw8nLZt29K2bXrBem2LM0gPtL537x7btm1j/PjxQLpQbtq0Kaampjx48IAOHTrQp08fatWqJR6jbXF26tQpNmzYwKRJkzS2Z7xnua0MgKWlJfPmzWPOnDmMGTOGdevW6XyiIbel/b99+zYPHjygZ8+edO3alRIlSmBlZcXMmTP57rvvaN68OQULFsyUCVHbLquenp7IZDLRFfn+/fuUL1+epKQkjI2NtWbLPxmZTEatWrVE1+ODBw+KGQP/yWSM0Sua15iwaM1kHbqKK9fXk5HP1IC3cZpj2dwWo7dnzx4GDBhAw4YNSUlJoW3bthqiDP4UX0+fPiUqKio7Ur5/E/fu3WPTpk0EBARQp04dbt26xaNHjzhy5Aj58uUjLi6Ovn37smrVKu7du4dMJiMpKYkaNWoAuikJ9OrVK9avX09gYCCQXuZHtYrWtGlTIiIiePfunUYyEG2LM0gfk7i5uYmpRWfMmBG3c+dOk4SEBKysrISRI0cmqLJ2wt+6l7lWnEH21kE7B3zyVxQEYVCGv7eTLt4kJDKhLtICAgJyVb2QjKgEQkpKCmFhYSQnJ4viTLVPNROlSgjSsGFDChcuLGbbUjWCOSnOPlVTpkCBAmzcuJFBgwZx9uxZbGxs2LNnD2fOnOHq1ausW7eOcePG0b59e/Fa2u5cLl++zPr169m/fz/6+vocPHiQW7duMWfOHPT19fn48aM2XTEyofpdP4WVlRVz587NsgSItlEoFLx8+ZKAgAB69uzJsWPHxLT/5cqV49y5c6SmpmJvb//li2WjPUePHsXExITmzZuzY8cODhw4IK7utWzZku+//14r9nwKMzMzjI2NxfcoNTUVQRB4+fIlPj4+jB49WiO7qMSnUbkeT5gwgdTUVGbNyrVjpG8mozjTJWlKIZM4y208fvwYX19fxo4di76+Pps2bUIQBNElVvXeRURE8ODBA/r27cuIESNo2rSpTuytWLEiq1evpm7duoSEhNCuXTumTJlCr169OHLkiBg/7+TkhJ2dnca56i7b2qRo0aLs27cPSE/AcuDAAUqVKsWJEycQBEEcE6ijbXGWFcWKFVPcu3dP38fHx3TkyJEJgEZW4H+jOIPsXUGTkMhWVAlBVKsNubEItUqAxcTE0LZtW5RKJa9evcLV1ZVp06ZlElyqQbybmxt58+alUqX0ukE5LUDVxdlPP/3EgQMHUCqVNG7cGBcXF7p164aNjY1Yo23//v189913PHz4kNq1a2eK5dL273D16lUmT56Mvr4+d+/eZc2aNaSmpvL69Wu8vLzYtGkTffr00Qhm1hZnz57l3LlzDBw4UMx8mfFZVdV1UtWV0iWqtP9FixZl2bJlDB48WBxAZGfa/2+xZ+nSpZQqVQpXV1ecnZ1JTU1l1apVOktfHxISQsGCBcX3Vn3ls06dOgQFBeHp6YmLi4skzj7Bp2bg37x5Q40aNcQkOarMtxL/DTI+F6ampnTv3p2OHTsSGRnJ5s2bxQy47dq1E48NDQ1l0qRJjBkzRoyD1mbMWWRkJAkJCdja2lK3bl0gfcLTx8eHli1bAul10n799VeuXbuGk5NTpuvpasJZT09PDCMxNjYmKCiIsmXLiqUtVO7kWkJDnAUHB8tLlCihtLCw0Agq+39NNmHGjBlxc+fOzdO5c+ekokWL/t0g/VwvziD3JQmRkNBAvdHNbeJMVYQ6NjYWe3t76tSpw5YtW5gxYwbz58/n3Llz4rGqgpanTp2ia9eu/P777xw+fFh038hp1LM1jhs3DldXV8qVK8eOHTvE+I+aNWvi4eHBtGnTaNy4MU+ePMHV1ZWqVT9b9UIrpKSk4OvrS1JSEuXKlcPf35+goCDCw8M5deoUrq6uOhFngYGBeHh4MH78eMqUKSMW4lY9q6p7mxtWgO/fv8/w4cOB9ImCBw8e8PTpU7Zv387BgweJjo4WC5GrZ77Ulj0PHz7k6dOnrFixghMnTlC9enU2bNjA4MGDadKkSY7bk5EjR47g4eGh4bqo/q4qFAqWL1+Oi4sLPXr00Lp9uQ23VhUybQsICODQoUNiohd1ihQpIomz/yjqgufEiRN8/PiRYsWK0bt3b6ytrbGzs8PFxYUyZcrg6enJwYMHgXRRX6BAAQ4fPqw1cQaaNdm6du1KkyZN6N+/v+gqWL16dVGcJSUlYWlpSdWqVcUJWl0nEsr4+XK5nFq1alG2bFmePHnCli1bSEnR6gqrhjg7cuSI0Zw5c/IYGxtrGKqqJZuUlISDg0Pq2rVro/8r4gwkgSYh8c2oilA3bdqUsmXLsmLFCuzs7OjUqRP29vYoFApxQKcqYh0fH4+5ublGQhBtCc/z58+zZMkSDh06RMuWLWnXrh23b9/Gz8+Pe/fuERoaKhYE//XXXxkwYACurq6MHj1aK/Zlhapj6dy5MwULFuTIkSMolUry5MlDWFiY2BnmzZtX67ZFRUWxceNG9u3bh6WlJfv27eP7779n1apV4jE//fQTwcHBWrctK3Jb2v+M9vz000+iPe/fv6dIkSJYWFjopJBuREQE/v7+rFixgmPHjuHv78+TJ0/Ed1WpVNK0aVMuXbokijNdD8J0iVurCnS3L66x7eTJkyxatIgyZcogk8k03Ksz8i3izEhfGr78E1EXZ1u2bKFnz56Eh4cDaCSrqFKlCoMHD6ZUqVLs2rULDw8P7O3tuXHjhliKRpuugrt27WLy5MksXLiQPXv2kJSUxK5duzIdZ2xszPPnz9mxYwd16tQBdD9Bp776qE5YWBiurq6MHDmS1q1ba8scDXEWFBRkMGLEiLw///zzxz179hh7eHiY7tu3zzg1NRV9fX0+fPgg++GHH8zj4uJkFSpU+NcUof4apBZOQuIvop7yPzo6GlNTU4oXL87FixeBdHe8y5cvM2TIEPr06cOMGTO4efMm8fHxdOrUCV9fX51kazQ1Nf1sTZnx48cTGhqKXC6nSpUqrF27lnnz5gHoZJCs3pFXqFCBatWqcevWLQYNGoS/v7+42qOtWKmMhIWFkZiYiFwuJy0tjaioKHx9fTl48KCYEGbEiBG5JmlJbkv7n5U9derUwcbGhl69eomJI7S9cp6WlkZiYiIymYw5c+bg5+fHkydP6Nu3r1gaY82aNZiZmYnZ2nRVJiE3kJU4g/T6ekOHDtV4/oOCgti7d2+2fK5c7795v//JZBRnkydP5sSJE1SsWFHjOFW9rO+++47p06cjl8sZO3YsQ4cOpWfPnuJx2nrnQkJCWL9+Pb6+vjRu3Jg6deowd+5cTp8+zfPnz8XJmbCwMLZv3079+vVxdnamb9++WrHva/Dz8+O7775j3bp1QHq7mpaWxrJly+jduzeQ85NM+fLl0yNDzFmRIkWUjRs3TqlQoUKBM2fOGMXExMiuX79usGTJEjOlUomFhYXg5OSUaG5u/neN+0eJM5Bi0CQk/jL6+vrEx8dz+/ZtHBwc2L59O2PHjsXHx4czZ86watUqDh48SJ48eXj//j1Lly7lwIED1KlTBx8fH43raIMzZ85Qv359atWqJWblU9WUUTXMNjY2TJw4kWvXrmFra4u5uTm1atUCdBPQrN6R+/v78+bNG1xdXalXrx7+/v7ExcUxZcoUMXGJLgbI1apVw9bWlsOHD9O+fXtGjBiBXC7HxMSEffv2kZCQoDEjnBvIbWn/s7Inb968NG/eXCcubxcuXCAkJISBAwdSvHhxrly5wsGDB9HX16dQoUL8+OOPeHh40LJlS413QhJnmSdxatWqxb1793j16hXFixdnypQptGrVimHDhmXLZyek/N3JdAltox4HPX78eC5evEj16tXF/b6+vvTs2VPDrTgtLY3du3ezZMkSpkyZAmg/Hr1kyZJ07txZdKNPTU0VPTdMTU3F72VkZMRvv/3GpEmTdFaK5lPExsZibW3N3r17iY+Px93dnZIlS1KyZElAO32on59faaCw+rZy5cop5syZE7t582bTpUuXxgJcu3ZNf//+/Saq+1auXLn/1MqZCt0/NRIS/0B27dpF/fr1CQwMxNbWljVr1vD27VtWrFjBjBkzaN++PY0bN6ZLly6cP3+eQ4cOsXXrVq3bGRcXx7x586hfvz4pKSmYmJgA6TVlevfuLQ6qPldTRtuDz4xFQLt27SrOuhctWpSRI0fSv39/nYozQRBQKpXUrl2ba9euceDAAeRyOU+ePGHevHk4OjrmOnGmQpX2Pzw8nDFjxgC6LfieW+w5deoUK1asEF19mjZtikwmE1eRGzZsiImJCaampjpdFc0trpQqcZaamkpycjJ6enoEBQVx48YNwsLCqFevHgqFgiVLljBgwACeP39Os2bNdG22hI558eIF06dPx8nJSUOcderUiZ9//lkUZ4IgkJqayvbt21m0aJHWxFlW75dcLmfixIl89913QHpBZwsLC+RyueiyGxERQXBwMMuWLct14gzSYz5LlCiBq6srAQEB/Pjjj1q34bvvvhM7RfUJnXLlyikWLlwYq/pbX1+f69evG7x+/VovG7x3/pHiDCSBJiHxTQwdOpT58+fTrl07jh8/TqlSpfDw8MDR0ZGHDx9qJAgxNDSkbNmyYukAbWJubo6npycFCxakefPmYiCwyo7cUlNGHXVxNnXqVLZv386TJ0/Ys2fPZ4/XBqrOWyaToaenR+fOnSlfvjxHjhyhQ4cOuLq64uLiQteuXbVmU1bcuHGDAwcOfHIwr0r7n1WGsf+CPRkJCwtj1apV7N+/n4IFC3L9+nUSEhIYMGAA+fPnp0ePHgwZMoSaNWtqfcAVFBTEpk2b2LdvX65xpVSJM6VSiffmTaxfs5LAE8cYN24cAQEBjBs3jsTERKZOncqQIUNo3769OMmiC3dpidxDyZIlmTJlCvfv38fDw4P4+Hh69erFu3fvxGQgKgwMDBg1apROsjWGhIQQGhoqJnrK2HapPGksLS15/PgxlStXJjQ0VCPjcW4RZ5A+4VSyZEns7e3p168fAQEBLF26lL59+xIZGanViR/13/Hw4cNGp06dMlRl6r17966+s7NzviFDhiQUK1ZM+Tfv4T9WnIHk4igh8UWySpkOMHPmTPLly0enTp04deoUDRs2ZPXq1YwbN45t27aRlpZG8+bNNa6VkysDnxq8VaxYkVWrVjFmzBiaN2/OqVOnxE4kt9SUyciaNWuYP38+Bw8epH79+vzxxx/4+fnRunVrndU7U7+/169fp0CBAtja2tKnTx/69+/Pixcv0NfXp2jRopmO1yanT5/Gw8ODOXPmaHx+amqqmK5em2n/c5s9WZE/f36qVq3KnDlzKFy4MCtWrKB3797s3r2b3377DUdHR/T19alSpYpW7Tp+/DheXl506dKFO3fuYGtrS+3atbVqQ0bU3RplMhkNGjly6sRxtm7agLe3N9WrV8fX15cpU6Ywbdo0atSoIa6U5KYVBQnto/r9x4wZg56eHnv27GHz5s0YGRlx7do18bhnz54xfPhwAgICyJMnj7hdW+LMx8eHpUuXkidPHqKjozly5IhYQkV1rCqj8O+//87gwYMZNWqUmGBJV3yqz0lLSyMtLY3Q0FBCQkIYPXo0crmcGTNmYGlpScGCBbVmo3ob4OXlZTJixIh8w4YNi2/evHlKQkICT548kc+cOTOuR48eSRmP/4v8o8UZSCtoErkUW/cjGv+arzyfaZs2UMVfJScnc/z4ceLj45HJZOIssK2tLampqTRv3lxcSVu7di1Pnjzh8uXLWrFRhaphvnHjRqZsTRUqVMDDwwMTExNat24trqQ9efIENzc3xowZIxaLzQ0z3BcuXOCXX34R0703aNCAa9eu8erVK0A3Nqru786dO2natCnu7u48ffpUFN0lS5bUuTi7desWa9euZe/evVSvXh0/Pz969+5NUlISBgYGREZGanyX/5o9n0JPT48WLVoA8O7dOw4dOsSPP/6Is7Mz165do0aNGqI409ZMc2xsLEeOHGH37t0MGDAAPT29TG2Ktt0dMyYEkclklKtQkeatWlO1eg28vb1JSEhg4MCBNGnShCNHjmjYKYmz/w5ZPZvqZWVGjRqFs7MzKSkp9O/fn9jYdA+30NBQGjVqhL29Paamplp7ZtQ9NyZNmsSGDRtYtWoV5cuXp1+/fhoFnFXH3r9/nxYtWjBkyBCdJtQCzT7n2bNnhISEiO2rvr4+JiYm9OrVS3TJ9Pb2pmzZslhYWLB48WKt2aj6PdevX286bdo0i8GDByccOXLE+NWrV3qmpqa0bds2WRJn6UitpcQ/gieRmWOjcpq0tDRkMhkpKSlibbPDhw8TFxeHXC7n559/ZuDAgZw9e5YVK1bQqVMnTp48ia2tLQcOHGDmzJlatVcQBOLj4+nduzczZ87kxYsXGvvLly/PypUrMTU1ZenSpQDUr1+fffv2abWmTFZ2Z+Tnn3+mUaNGYsbMzp07Y29vz4wZM1AoFDob6N2+fZt169bRu3dvTE1NmT9/Ps+ePQM0v4euBMedO3fo0qULhoaGhIaG8vPPP2NoaEibNm2Ij48nICCAu3fv/mft+RSGhoY0bdqURYsWMXPmTKpWrcrDhw85efIk5ubmGsdq67c1Nzdn1qxZGBkZAenFepOTkwH4+PGjVm0BzZgzny1eABw9FMDkcaPw3LCOqtXTV8pWrlxJYmIirq6uYhuoawEuoX3URczz58/F7eoizcXFhdGjR7N//37279/P1atXadCgAUOHDmXJkiWAdichjh07xsiRI9m8eTOOjo7Uq1ePtm3bUqxYMXEVSoWlpSXFixdnwYIF4nOuqxXijHHbPXr0oHfv3owYMYLr16+Lx+XPn1/M5FymTBkOHTrEkCFDKF26tFbsVNm4YsUK09mzZ+c5ePDg+82bN0eXLl1asWzZMvO0tLTscBH9V4gzkASahESWqFLgR0dH07ZtW5o1a0a9evXYunUrV69eZdeuXQwfPpxdu3bRuHFjRo8ezaxZs2jdujXXrl2jcOHCWitCrUImk2FmZsbRo0cJDg5m/vz5Gh0jgJ2dHZUrV9YYFKviznSdrfHBgwc8e/aMR48eifvlcrl4D/v378/79+8JCQkBdDNTqVQq6d+/P4sWLaJ79+6kpaUxb948nj17JtaQUz9W21hZWXHs2DHevHmDra0tnp6e+Pr6UrlyZfz8/BgwYIAY6P5ftOdzqAaCaWlp/P777/Tr149x48bRqFEjndgjk8koUKCA+HdMTAyJiYk8evQINzc3nj59qlV7VCtnT5885sXzUBbMnoHf3t2MHDuBho2bsGb5UvLmzUtaWhoBAQFatU0id/L69Wv69evH1q1bNSYMM66k9e7dm/Xr19O4cWOGDRvGnDlzgPQ2NCfFfUbx9/79eypUqEBERIRYm+3AgQMcPnyYLl260KlTJ44ePcqVK1eAdBfkGTNmiLbqauJQ3TXTzc2NDRs2sG3bNh4+fCiWBgHo1asXMpmMUqVK8dNPP1GoUCFcXFzo1auXVuxUKBRERUXJVqxYkWf//v0f6tevn5qamkqjRo2Sr169aqB6Jv5G3/mvEWcgCTQJiUyoxFlsbCy1a9fGxsaGNm3asHz5cipUqMC0adMYOnQo3t7etG7dmrS0NARBYObMmWzbto3vv/9evJa2G2yFQkH58uXF2cgFCxZouDvKZDJq1KiBiYkJKSkpOl/1Ua+J07lzZ3r37s2QIUP45ZdfxP2qe9i6dWvevXuHh4cHkPP3NquZ2+rVq9OjRw8KFChA27Zt6dOnjyjSHj16hFwuJyIigoSEBJ101jVr1qRy5cocPnyYV69eYWFhQUhICA8ePKBUqVIa6au1gb29PXZ2drnGHoD4+Pgst6ueRUNDQwwNDbVaH0hFxs9RfyeLFi3K1atXGTNmDM2aNdOIidEm5cpXoFvP9AywaQoFFSpWonuvPgx0GcLbt28ZPHiweN8k/rs8f/6cYsWKMW3aNM6dO4evr28mkaZytR81ahRTp05l/fr1zJ49G9BuQpCrV68C0K9fPyZPnszOnTvZvXs3rVu3JiEhgYcPHzJp0iSqVavGvHnzaNOmDZcvXxYz9epicjMj9+7dY9OmTQQEBFCnTh1SUlJ49OgRR44c4eDBg+zZswcDAwO8vb3x8fERy/yoMjvnFOptmlwup0CBAkJISEhE06ZNU1Su7m5ubvEvX77UX7x4sTlIK2cqJIEmIaGGSpzFxcXRoEEDbGxsNNLjr1u3jpYtW1K1alXMzMyIi4vTqGc2aNAg9PX1NVwhtIUgCGKmyLJly/LLL79w9epV5s+fzx9//AGkd5pubm44ODhgaGiYK1yPDh06xLRp09i3bx+bN2+mQYMGnD59WuOYlJQUTE1NmT17NqdPn87kvpndqHfeUVFRhIeHk5qaCkChQoXE37d9+/b07duX1NRU1qxZw7Fjx2jatCm//vprjtqX0VYVhQoVolatWkRGRjJ48GDWrl3LgAEDGDp0KA0bNtS6PYULF6ZRo0ZERETozB51zp49y9KlSzVWnzLO1srlcuzs7GjSpAmgvXjCS5cucfToURISErLcX6RIEXFFQpcCSC6XU7lKVfo5OVOgQEFWLk2PX7lz+w/i4uIoUaIEkHvKAUhon+DgYHr27MmWLVvo0aMHEyZM4OjRoxoiTalUYmhoSHBwMAMGDKBTp04MHjxY3KctcbZlyxbat28vemYMHDiQoUOH4uPjw6NHj9i/fz+2tra0bt2aRYsW8csvv3DlyhXq1asnXiM39KOVKlVi9erVNGzYkJCQENq1a8eUKVOYMWMGwcHBeHl5sWfPHipVqqS1Gqzq9/nEiRN4eHjoeXp6mgQHB+sDGBsbk5aWhoWFhTBs2LD4a9euGXz48EH2DSto/zpxBpJAk5AQUSgU6OvrExMTw/fff094eDgWFhacPn1aI0D4hx9+oFatWixdupQjR46QkJCQqYHWVgN4+fJljh07JrqCZBRp/v7+hIaGMm7cOBo3bky7du0YOnRothWLzQ6uXbtGz549qVq1KtWqVaNq1aq8evWK69evc/LkSQDRL93Ozo4lS5aIxTVzioydd506dRg0aBDr168H0n9flWBr164dY8aM4dmzZ7Rr144uXbpotd6TemA4QJs2bRg5ciTu7u5UqFCBhQsXii4sOT1oVu+Qz5w5w9WrV2nSpAnjx4/XiT3qBAYG4uHhwfjx4ylTpgxv3rwB/pytVaXTzog2Bl/nz5+nWbNmXL16lQsXLmQSaZGRkezcuZODBw+KmeK0de9SUlK4ceMGAMcOH8R32xZOHjtC2XLlGT56LI8e3Kd1kwYYGhowceJE8bzcMGiV0A2VK1emSZMm7Nq1i+3bt9OlSxfc3NxEkfbs2TP09PS4f/8+derUoVSpUmKsJWgvW+OWLVuYPHkyhw4dolSpUuIxTk5OTJs2jSJFirB3715RvEH6SnaFChUA3SYEUSc1NRWZTEbdunWB9ARDPj4+LFy4kKpVqzJixAjMzc25cOGCVu1Uj4sbOHAg7969ky1atCiPt7e3Kfw55gJo1qxZ8uXLl42CgoIM/+Lv/68UZyCl2ZeQEJHL5cTGxlK6dGlcXFxYunQpgwYNYvny5aSmptKsWTMxLfjatWuZOHEiS5cuxdraWusFWAVBIC0tjeXLl5OUlIS+vj7NmjVDT09PQ6SVKVOGvXv3cu/ePd6+fUvhwoXFzIi6Tnmt6igTExN5/vw5T548oWzZsnh7e/PmzRt+/PFHzp07x/Tp08WBX9WqValatarG+TnFsWPHmD59OgcPHiQpKYmDBw+yatUqIiMjmTdvHgYGBmKq+AIFCnDixAmWLVvGpEmTAO3eXz8/P5ycnFi4cCHjxo3D0tJSXAFSoY2VINX1N2/ezJQpU9izZw/x8fGYm5vrxB4VUVFRbNy4kf379yOXy9m3bx/jxo1jypQpYlHZn376iebNm2u9CHViYiKVKlXiyZMn3Lp1iwsXLiAIAvXr1xdTjJuamtKwYUONeFFt3DtBEDh+/DiHDx+mnF1Vjhz0p32nLhz0P8DLly8YPMyV8W7u/HHrN3r17Q+kD7p0WfhcQreons0lS5Ywe/Zs0QNFVeNw6dL0WMVKlSrRvXt3xo8fz/z58zXOzUlU19++fTsTJ04kKChIo2D20aNHadu2Lb179yY5OZmtW7cSFxfHwIEDM00M6johSHh4OIULF8bAwEBju3o/mZSUhKWlJVWrVhUzZWqz7fXz82P69On4+flRvnx5hZGRUfLx48eNX79+rZcnTx7BwsJCAGjQoEFq9+7dE5cvX27epEmTFNX2L/CvFWcgraBJSGgQHh6Ok5OTmOVw06ZNWFtbs3btWk6fPi2umgCsXLlSTCetDdRnzVJSUkR/cisrKzZt2kRgYKDGSpoKMzMzGjduTLdu3XQqzj4VX+Ps7MzHjx+ZPXs2dnZ2REZGcvv2bfbu3cvMmTM5fPgwCQkJn43PyQmePHnCoEGDqFu3Lo6OjkycOBE9PT1Wr17NokWLgPRCqgkJCSxdupSZM2fqRJxB+oyptbU1+/fvF7OfARpJS7TVIV++fJlZs2YREBBAq1atxBlS1bujskmbKyxhYWEkJiYil8tJS0sjKioKX19fDh48yIYNGwAYMWKE1sXZ6dOnWbBgAXny5KF48eJ06NCBSpUqcfHiRe7du8fDhw+5cuUK5ubmVKtWTTxPW/dOJpPh4OBAy5YtOXc6kA6duzLAeTBu7jP5/bebrFm+lIqV7ERxplQqJXH2H0e9/5k/fz6Ojo5s3bpVXEmbMmUK27Zto2XLlowdO5YffvgByPmEIOrcu3ePsWPHMmHCBA1x1qVLF3bs2CH+7eTkxKBBg9i7dy9RUVFase1LqO7Rrl276NChA/v27RO3Z7WqbmxszPPnz9mxYwd16tTRuEZOk5qayq1bt/D29qZBgwb88ccfsvXr15uXKlUqbcuWLaajR4+22L59uxgE17hx4+RRo0bFS+IsHWkFTUJCjXLlyrFixQoAkpOTMTY2xtvbG2dnZ9auXYtMJqNZs2bioHPcuHGAdn3mT5w4weXLl6lcuTI9e/Zk3bp1uLq64unpCUCLFi3Q09NDLpdz//59unbtyo4dO/j+++/Fa+gyW+O1a9eIjIykUKFClC1blsqVK3Po0CESExOZPn06PXr0ANJXNPPmzYuFhQVyuVxrnYrK1hcvXojZugCKFy9O+/btgfRacy9evKBkyZKYmpoyd+5csQaaLsRvkSJFKFGiBCNGjMDDwwM9PT2mTJkiDpa1OWP6+vVrWrduTaNGjfjjjz+YP38+crkcuVzOqlWrKFy4sNZXWapVq4atrS2HDx+mffv2jBgxArlcjomJCfv27SMhIUEM+NcWZ8+eZcOGDWzfvh0TExPxN+rXrx+HDx9m27Zt3LhxQ0NwaxPVb1SgQAGaNm3K66gPBB4/SkU7O2rWrsu4SVM4eUyzHqWuEyVI5A5UYkEmkzF//nxxJU0mkzFw4EAMDAx4//696K6rzf4zMTEROzs7nJ2duXXrFgcOHKBr16706tWLiIiITLUGXVxcqFOnjtYnbz7HuXPnmDBhAjVq1GD37t3IZDJ69Oihcd8B3rx5w8mTJ5kxYwZDhw6lb9++WrXTwMBALEEQGxvLunXr9BYsWBAzZcqU+Dt37ujv3LnTZOfOnSaOjo7JNjY2yv79+4uxJF94Jv714gykFTQJiU9iZGQk+kh7e3tjbW2Nh4cHR44c0ViZgJwfmKga3G3btuHq6oqlpaWYAS9fvnx4eXlhamrKpk2bOH78OABPnz6lVq1adOvWDXt7e53GhKj7/Pfs2RMvLy8GDhwoZmvMmzcvlpaWXL58maCgINH+OXPm0KxZM434hOzmUytz48eP59mzZwwdOpS7d+/i6+vLoUOH6NixIw8ePODOnTviOeoFqnUxSG3atCklS5bE3t6efv364e/vz9KlS+nbty+RkZFajfWSy+WEh4fz8OFDWrduTa1atXB0dERPTw8HBwfevn2rVXEmCAKpqanUqVOHK1eu4Ofnh1wu58mTJ8ybNw9HR0eti7OkpCS2bNnCnDlzMDc3x8/Pj/Xr17Nt2zYgPRvnuXPnmDhxolhAW1ukpqaSmpoquklDev2kNu060Klrdw7+4selC0GULVeekWPT3UOlhCASGcm4ktasWTM2btyIp6cn7du314k48/PzY86cOTx58oTVq1dTqlQpNm/eTO3atXn58qWGOHv27BmjRo0C0hNwqK6la1JTU7l37x7u7u4sWrSI8uXLs337dvbv3w+k33dVbJyBgQG//vorbm5uGqULcgL1e6OeJM3Y2BhjY2Py5MnD3LlzFVOmTIkHqFKlSlqdOnVS7ty5Y/Cpouaf4D8hzkBaQZOQ+CyqQYq+vj7btm2jc+fOXLhwgU6dOmndll27djF+/HhOnTpF7dq1xe3e3t44Ojri6enJ8OHD2blzJy9fvmTy5MlMmDCBBQsWALqPOdu1axfu7u4cPnyYunXr0q5dO4KCgnBxcUGpVGJiYsK6devo3LkzV65cITw8nGHDhjFmzBggZ1aB1K959uxZnjx5QqFChahSpQqlSpXC398fFxcXHjx4QHJyMqtXr8bR0RF7e/ssO7qcrtmT1fVVBVRDQ0MJCQlh9OjRyOVyZsyYgaWlJQULFtSKPaq/ixQpQlhYGEeOHMHJyUksgu7i4kLbtm3ZtWsXY8eOzRGbsrJPJpNhYGBAr169OHDgAGfPnmXLli2kpaXh4uJC165dc9yWjBgbG9OgQQNmzJhB5cqVOXDgAHPmzGH+/PkIgkDHjh1Zu3YtrVq10vguOY0gCKxdu5YXL16wfPlyDAwMxJW0vPny0aCxIwkJCTx59JD6Df+sDyclBJHICvUVnTlz5hAXF4eVlZXGMdqa3NyyZQvTpk1jyZIl4gTRmjVrcHd3Z/fu3Sxfvlw8JyQkhAYNGogiUmVjbnjODQwM6NmzJx8/fqRs2bLkyZOHLVu2sH37dgB69OiBnp4eiYmJWFtbs2bNGnGCM6fGAOrt0759+zh//jwhISE4OTnRvHlz8TcvVqwYkD5BZWxsTKFChZQ2NjZpSqXya2/sf0acgSTQJCS+iLpICwgI0EkjHR0dzd69e9m0aZOGOOvYsSOHDx9m6NChzJgxAy8vL1xcXBg1ahSzZs3SmDXTpTiLiorC39+fvXv3UrduXW7dusWZM2do0qQJHh4evH79miFDhtCqVSuCg4OJiIjA0NAQe3v7HLVfvfOeNWsWHTp04OTJkwwZMoSZM2dSq1Yt/vjjDz5+/IhMJsPS0pLHjx9z6dIlMSW0NsiY9l+hUFCgQAHkcjn6+vro6+vTq1cvoqOjgXTRXrZsWVJTU1m8eDHTpk3LdptU9pw6dYp8+fJRs2ZNABwcHGjatCmTJ0+mTp06fPjwQVzxLVGihNYynKrs27NnD4GBgRgYGFC7dm1xgBYZGYmNjQ2gXRdQFW3atKFgwYLEx8fj7OxMhQoVKFKkCNevX6dAgQJaF2eqz+rUqZO40jB//nyN3yt/fivatu+IRd68WrFH4p+PukhbtmyZTmw4duwYM2bM4MSJExp1SgGWLFmCgYEBnp6eWFhYUKJECVq2bMmIESPEmmy6aB+y+lzV39bW1lhbWwPpYRmDBw9m69at+Pj4kD9/fipWrMiUKVNYtmwZRYoUEc/NqTGAykZvb28mTpzIunXrSEhIwNPTk7x589K6dWuNGEMDAwOePn0q79q1a/7Ro0fHlS5dWvG56/+f/5Q4g2x0cZTJZI1kMtlBmUz2WiaTCTKZbNBXnFNFJpOdl8lkif8/b7YsN0xRSEhkQC6XiwHwenp6Wk+vm5iYyJ07dyhUqJC4bc2aNchkMm7dukVYWBju7u7Exsbi5eXFiRMndCrOMrosFChQgGXLluHo6EhERATDhw9n1qxZHDhwgOLFi/PixQvWrFlDfHw8pUuXxsHBQRRnOe02uG/fPjHLlJeXF61ateLkyZMkJSURHx+Pnp4e+fPnx9DQkKCgIHFm1dHRMcdsykhWaf8HDhwopv2HdDfRVatWUb9+fcqUKcOhQ4cYMmQIpUuXzhGbBEHg7t27tGzZEmdnZy5duiTuW716Na6urty8eZMjR47w6NEjoqKiuHDhgjhg0AZ79uzBxcWFunXrEhsbi7+/P507dyYmJgYbGxsUCoXOBl+2trZ069aNgQMHUqFCBe7cucPcuXMzFaDWhm3JycncunULPT09ypYtS8eOHbly5QqLFi0S3ZUCTxwDkMSZxF9G18O6hw8f4urqyvfffy8mK5o1axajRo3C3d2dBQsW0KhRI2bPnk3NmjUZOnSoRsFsXdmv+twDBw6wd+9enj9/rrFfNQ4pX748Tk5OODg4MGfOHEqUKEHZsmUpWrSo1mq1XblyhaVLl3L06FH69++Pt7c3NjY2eHl5AX+uQiYkJLBmzRrThg0bWg8ePDh+5syZ8erf5RP858QZZG8MmjlwFxgHJH7pYJlMZgEEAhFALWAs4AZM/Nx5EhK6Ql0kaFvwJCUlYWJiQr58+cRtTk5OBAQEUK1aNdzd3QkODubp06dYWFiIaf91Jc5UncHt27e5e/cuADY2NsjlciwsLPD09GT69OkYGxvTuXNnypUrx6+//irWO1MnJzuWhIQEgoKC8PX1pV69evz2229s376dvHnzsnbtWtzc3MSi2WZmZoSGhvLjjz8yd+5cQLt1cFRp/9esWcP27dspVKgQq1atYtas9H6rf//+yGQySpUqxU8//UShQoVwcXERa45lNzKZjPLly9OkSRPq16/P5MmTxfhBgPXr1zN69GhWrFghZhDt378/Xbp0yRF71BEEAYVCQUBAAD/88ANDhw5lx44dzJ49m/z589O2bVuioqK0FgunXkcxI8nJydy/f59Ro0YxYsQIunfvrhWb1Dl9+jSTJ0/m0aNHAMyYMYPatWtjaGjI7Nmzefv2LSnJyVq3S0IiO3jx4gUBAQHEx8dz4sQJ6tWrx65du4iNjeWXX36he/fuzJ49m/r167NixYpc43kC6RloXVxc6NOnD+PHj2fUqFG8ffuWpKQk9PT0SEtLQxAE7OzsqFatGpcvX2bZsmXMmzcP0G69xAYNGlCtWjWS/99WtGzZUmz7VH2lqakprVq1Sl67du3HhQsXxkF6QiIp5iwz2eZrIgjCUeAogEwm8/mKU/oBpoCTIAiJwF2ZTFYJmCiTyVYKuSEaU0Iil2Bra4u1tTVjx44VVyry5MkjxocUK1aM/Pnzawg40G22Rh8fH5YtW4a7uzuFCxfG2toaQRAwMTGhRo0aQPrKoOrvW7dukZiYiL6+vtZmLE1NTVm4cCHGxsZ8/PiRmTNnsnDhQiZNmsTVq1d58+YNXl5eVKtWDWtrazEmAbTfeaun/QcoW7Yshw8fZu3atZiYmDB9+nQ2b96MnZ2dKDxMTEw+d8m/jWp2uVy5cuTLlw83Nzc2b94s1uBZuXIlDx48QBAEkpKSxN89p++dTCYTszTGxcWJ22rWrMmiRYuYNm0a48aNY9u2bWKynZzi/PnzXLlyhQEDBmgkk1E940ZGRhQuXBhPT0+NZATanLVv27YtKSkpTJ48maioKJydnRk2bBhhYWEsW7aMI0eO0K7Ln8XFdb0iIiHxV3B3dycoKIhChQpRq1YtypcvLyYE+eWXX1iwYAHJycmsXLlSPCc3iDNIT0DVr18/fH196dy5M8uWLaNJkybY29szdepUypYti0wm4/3790ydOhV3d3etlns5c+YM9evXp1GjRhQrVkwj4VK+fPnSJ3dSUjA0NCQmJgZAr3LlyorKlSsr4It1E/+z4gx0m8XRAbjwf3Gm4gRQFLDViUUSErkQ1VzFypUref/+vZjUQJW6/P79+zRq1Ii2bdtiZ2enS1M1xNnEiRNZvXo1Xbt2Ff3lVftV2eFMTEx49eoVo0aNokWLFlhYWOTY4O9Tcz4WFhYYGRmRL18+1qxZI3ZuderUoXr16ly/fj3LTk5bnbfK7hcvXvDrr7+K21Vp/wcPHsy1a9d4/fo1VapU0dqqkFKpxNjYmPbt21OmTBnGjBlD06ZNGTp0KMWLFxfri5UvX55KlSqJ4iwnXFbVf1uVIIP0+IwNGzaoBgYIgkDZsmVxdnYmLCyMsLCwbLUjI6dOnWLNmjU4OTlRtGhR3r9/n8leAEtLS52JMxWdO3emT58+xMbGiu67BQoUYPr06WKRYdC9u5qExF+lYMGC/Prrrxw8eFCM1VJhZmaGhYUF0dHRGu9lbhBnqlWnUaNGUaVKFaysrLh+/ToTJkzgzZs31KpVi0mTJrFjxw4MDQ3x9PQUa3RqQ5zFxcUxb9486tevT0pKCmXKlEGpVIr3URUOYmhoyOPHj+nWrZt+cHCwxsKQJM4+jS6ThBQGXmXYFqG2L+RTJyYnJ/Ps2TONbXnz5sXKygqlUkloaGimcywtLb/KqJSUFF69ymgWWFtbY2FhQXJyMq9fv860v2DBgpibm5OYmMibN28y7S9cuDCmpqYkJCQQHh7+Vbaof8dixYphZGRETEwMb9++zXRs8eLFMTQ0JDo6mnfv3mXaX7JkSfT19fnw4QMfPnz4qs/Pirdv34qDHRV6enrY2toCEBkZqTFAAtDX16dkyZJAeiHohIQEjf0GBgaUKFECSK/bkZj4RQ9Z4M/7Y2JiIsa1vHz5UqOYNKSvkhQuXBhIH+Sqp4AFMDc3FzPdhYaGZnJbs7CwEAVGxnMhfRUoT548n332LC0tSUtL48WLF5n2W1lZkTdv3iyfvQIFCmBmZoZMJuO7775jyZIluLm5UaZMGerVq0eePHk4fvw4gwcPZvLkyaK7g/ogSk9PDz09PVJTU3n58mWmzy9SpIi40hAZGZlpf1bPXp48ecR3SlWjTKlUolQqCQsLw8PDg127dtGkSROxAb59+zYKhYIqVaoA6fWy9uzZw8qVKxk2bBgjR47M0n5VkgKFQkFqaioRERGiwPvUs2dlZYWZmZl4viAIYsdx8eJFIiMjSUlJoU+fPsjlclJTU9HT06NUqVKkpaWJWaZsbGwoVaoUKSkpYrySOqqVGpV9iYmJGvfwS8+eql2AP58t9e+vfv3Ro0eza9cuBg8ezJgxY7h16xaHDh1i8+bNjBw5kps3b2rEKKr/9iqXPxVJSUlERkZmevasra01ZkD19PQyieqMmJmZibFxPXv2ZNeuXaSlpVGuXDlxkKB6NjKienY+9WxmfPaMjY0pUKCAaJN6nTeFQsGuXbt4/PgxLi4ulChRAnd3dy5evEjjxo05e/Ys5ubmQHpZgilTpvDs2TNKly79SfvUn703b96QkpKicW/Un72EhAQKFSqEgYEBAK9evcLDw4P9+/ejp6fHrl27mDVrFosWLaJbt26EhYWRlpaGra3tVz1bn9v/8eNHUfypyOrZs7S0JE+ePOL5qt9X9ez16NEDuVzO9OnTGTlyJE2bNqVAgQJZvpdZof58q549pVLJ8+fPM9n/uXYPvtznfi2f6nO/pd1T50t9blao9+m2trbo6enx7t07MbmPOqrY0W/tc7+WrPpcIyMjMePe69evRZc1Fd/a58rlcvEdUT27X+pzM4714OvGe5aWluJ7o3p2GzVKzzyqapeePn2Ks7MzEydOJH/+/Br9SlbtZmJiIlFRUX97vKd69r7ULkL6O1W4cGHMzMzYuXMnbdq0YeDAgWzYsIEaNWoQFRXFwIEDOXXqFI0aNSItLU1sG7K6fkJCAubm5l/17KWkpGQp8lTPl4mJCevXr8fNzY1mzZpx4sQJDA0NRVGWmppKuXLliIqKwtHRkR49eghNmjRJyXTBzPznxRnovg5axilt2Se2I5PJhslkshsymexGxo5IQkJbZBxgq5bvc4qoqCjxMw0NDWnbti1Xrlyhb9++mJqaYmNjw5o1azR85j81iMrYiX4r6uIsK2QyGUlJSWJn+OrVK9q2bUunTp3o2LGjWNepUKFCFC5cmAULFnyV/UqlUkOcfQp1cQaagmfr1q307duXrVu3MnnyZJydnQHEQbUKY2NjXrx4Qd++fWnbtq042PgcKtHztVhZWWWq76Zu67lz59iyZQsHDx4kJCSEYsWK8fPPP3P16lVGjx7Nhg0bWLly5WfT/v8VOzOKs0/Zc+jQIY1gdUdHR4oXLw7AhAkTsLOzo3v37owfP57Xr19/VQxExgFgVmQUZyrUM4i5urpSu3Zt0ZUQwMvLi4IFC1KrVi1CQkJITEzk7du3xMfHi2LlS8TGxn72PZfJZBriDOD58+eYmZlhYGBAfHw8z549Y86cOSxZsoSDBw/y4sWLvyU8Mtr3JdTFGSAO5NLS0nj79i2pqakIgkDXrl1p27YtFy5cyPQdvwX1GXWJ/zYKheKr2vDsQhAEMQOvOo8ePWLRokW0bNmSoUOHMm7cOPH4T6ESZ9lBxv7mcwiCgIWFBe7u7pw5c4aAgADatGlDmTJlOH/+PL6+voSGhor9LXx69S8hISHLyYZPob669al7U7FiRZYvX46xsTGtWrUS3RkhXWifPn2aChUq4OzszPTp00W3xs8gibP/I8uJhlMmk8UBowVB8PnMMb6AlSAI7dS21QKuAaUFQfjkClrNmjWFGzdu/GW7bN2PfPGY0CXtvnhMdpCbbAHJnn8DuvaZv3z5MrGxsbRs2ZI6depgbGxMrVq1+PXXX5HL5axdu5Z3794xatQohg8fzsSJmvmActp+Hx8fxo0bx5UrVyhbtixHjhxh2LBhnDx5kurVq4s2xMXFsW3bNpYtW8bw4cN1kmr5U2n/VTZmTPvfqlUrtm3blmOZJT9nT3JyMg0aNOD27dt07tyZvXv38ujRIyIiImjYsGGO2JORiIgIOnXqxKJFi2jatCnh4eF8/PiRlJQUqlatSlJSEgMGDODKlSuUKVOGp0+f4uTkxA8//JBjNiUkJDBixAgGDx5M48aNSU5OxsjICH9/f65cucK8efNytAD751C9azExMXTq1ElcQW7evDljxozB0tIy0/sYEfPpRCcqClnkbDyfOrmtj5Ds+TQZbbE0NSA2KY005Z/jT23em5CQEHbt2kXJkiUZMGAAoPv+EyA+Pl5jclGFSmi6uLhw8OBBnJ2d8fDwwNjYWKNf0sZ3uHHjBtbW1uIKropHjx4xZswYUlNTOXHiBAYGBly6dImGDRuyYsUKJkyYQGRkZKqVldVbya3x69Cli+OvwI8ymcxYEARVy98CCANCdWaVhEQWqHcwhSyMsCuSl7MPNVchdC0YdZUQRKFQoFQqWbZsGQkJCRgZGeHr68vMmTOJj4+nZ8+ejB8/XjzPzs4uUzITyH771TuuP/74gzFjxjBt2jQx1qdKlSqULFmSZ8+eYWlpiY2NDXp6elhYWFC7dm1Wr15Njx49AO123qq0//7+/tSrV4/hw4dz8uRJJk+ejEKhwMzMjPz58xMfH09QUBA9evTA1dU1x8TZ5+xRKpWYmpoycuRIHjx4IBZFL1++POXLlwe0I2yTkpKIiYmhbt26BAcH07t3b/LkyUNMTAw1atTgp59+Yv/+/Zw6dQojIyMUCoV4v3LitxUEAX19ferUqUNQUBApKSm0aNGCx48f4+HhwdixY3UmziD9XUtKSqJZs2Y4ODgwbtw4fHx8OH78OFevXmXHjh2iW7a26tZJ/Hf4kJA93hzfSqlSpZgyZYq4kpUbxNmZM2c4efIkgwcPply5chr7VJNxnTp1IiAgAHd390ziDHJ2DCAIAgkJCfTu3Zu6deuyaNEiMXQF0tv8lStXMnXqVJYsWcLMmTOpX78+V69epVatWgBiqaJPIImzDGRnHTRzmUxWXSaTVf//dUv+/++S/9+/WCaTnVY7ZReQAPjIZLLvZDJZV8AdkDI4SuRqImKSM4mz/yKqjuHVq1cYGBiwZcsWrKys8PDwIDIykp9//plNmzZpiLPXr18THBycKVYqJ+07efIkefPmpUePHty6dYtjx9LrObm5uRESEsKMGTPo3r07rVu3ZtmyZdy7d4969eppTZypmjuFQkFcXJzO0/7/FXsmTZrEhQsXcHZ25scff8TQ0DDLWKmcJn/+/JQuXZpff/2V0aNHM2bMGA4ePIiPjw+///47EyZMAKB58+Y0bNgwR8UZpH9nQ0NDOnfuTOHChfHy8qJfv34MHTqUIUOG0LFjx2z/zL/KixcvsLS0ZMWKFZQpU4YFCxZgb2/PsWPHGDp0KNHR0ZI4k/jXou5mqGtxBhAdHU1gYCA7duzgyZMnGvtUbeqgQYOoV68eHh4eKBQKrSbskclkmJmZcfToUYKDg5k/f36mumx2dnZUrlyZe/fuibapizMplf5fIzufyprArf//MwHm/f//5/9/fxFArMApCEI06StmRYEbwHpgBfBnnlMJCYlczbNnzyhVqhTbtm0TxZlcLmfVqlWcOHFC7FieP3/OtWvXqFWrFv369aNdO+2tNk6YMIEbN26wefNmTE1N8fT0xMHBgYiICN69e8eFCxfw9/enYsWKHDt2LFPsTU533qqOLCkpCXNzc+bOnUuTJk000v4fOnSIxo0bY2RkhJeXlxhHMHDgQAYNGgRkn9j4q/asW7dOI0FFTg4aPjV3Z25ujr6+PtOmTcPKyopevXphbW1NzZo1cXV15fnz51nGPWTnb5uVbcWKFWPw4MHs2rWLOXPmsHXrVnr37v3Z76INBEHgw4cP/PHHHxoxKV27dqV3797o6+tz6NAh8VgJCYnsQ/VOqRKYAHTp0oV58+Zx+vRptm/friHSVG1XaGgoFhYWNG/eXGvZetVRKBSUL1+e/fv3c/XqVRYsWKCRpEUmk1GjRg2MjY1JSUn52qyYkjj7BNnWOwmCcE4QBFkW/wb9f/8gQRBsM5xzRxCERoIgGAuCUEQQhHnS6pmExD+H0qVLs2bNGkaOHImvry/58+dn48aNGBoa4uXlRWBgIB8+fODw4cMMHz6cCRMmaCQEyUlU169cuTIPHz5ELpfj6elJ0aJFef36NdOnTwfSk2MUK1aM1atXi3Zqm+vXr1OpUiWePHmCtbU1hoaGOk37/7X21KhRg2+JB/4W1N15zp49y+bNm8UEKjKZjH379qFQKDhw4ABXr14Vk+sUKVIEhUKRacCQ3aiv2O7Zs0fcrlQqMTAwoHz58pQpUybTd9EGGcWpTCajTp06ODg40LJlS27dusXDhw+ZOXMmNWrUoECBApw4cUI89mu48zpzNjgJCYnMqE+Cqb9f7du3x83NjbNnz2qINH19fe7cuYOjoyNdu3alffv2WrdZEATkcjkKhYKyZcvyyy+/cPXqVebPn88ff/wBpE/Eurm54eDggKGh4de0HZI4+wy6X9eVkJD4R6Ia7I4ZM4aNGzcyaNAg/Pz8RJGmr6/P1q1buXTpEp07d8bHxwc3Nzcg5+J+1FFdv3nz5vz2229i3a7Vq1fTrFkztmzZgr+/v0Z2S1UWQ23PExUrVowGDRrQqVMnUXAAYixCUlJ6mG7p0qXFtP//JXvgz0HNli1b6Nu3L9evX2fs2LHs3LkThUKBoaEhBw4coEKFCsyePZsff/yRw4cPM2rUKJo3b46JiUmOi6J9+/bRtm1bPDw88PX1BdIHVxknI7QpztLS0pDL5SQkJLBjxw78/f35/fffgfR7aWdnR+fOnRkyZAjlypXDzc2Nli1b/qX3887raMbuvpVD30BC4t9HQEAApUqVYt26dQQFBYnbO3XqxMSJEzl79izbtm0jJiaGZ8+eUb9+ffr06cOQIUMA7fRRly9f5tixY2J25Ywizd/fn9DQUMaNG0fjxo1p164dQ4cOZdiwYV9zeUmcfQFJoElISPwlQkNDiY6OFutXATg7O1OuXDl69OjBTz/9JIq01NRU1q1bh1KppFq1akDOFSpWDXqDgoLYuXMnERERJCYmUqJECR4/fiyuIhgaGrJp0yasra3ZtGkTBw8e1EnclDpFixZl5cqV1KlTh9atW4u1f1Q2q9L+9+rV66vT/v+b7FGhSlji5+eHl5cXrVq14uTJk6SmppKQkICNjQ23bt3C3t6eGzdusH79eiZNmsSYMWOAnB3UhIaGsnfvXqZMmUKrVq3Yu3cv27dvB/4s2KptFAoF+vr6xMTEYG9vz6FDh5g2bRrz5s0jPDwca2tr9u7dy5kzZ/Dz8xML+Pr4+Hx1CQKVOEtI0U7qdAmJfwPXrl0jMjKSU6dO4ezszLBhwzh//jyQ7mrs7u7OpUuXmDhxIpUqVWLs2LEsXrwY+Hw5muxAEARSU1NZvnw569at4/Tp01mKtDJlyrB3717mzZvH2LFj8fT0FLMef6G9k8TZVyAJNAkJia8mODiYvn37sm/fPt69eycGWnft2pXixYuzadMmnJyc2LlzJ/nz52fz5s2MHz9eLEQO2S9+1MWZp6cnLVu2ZMGCBbRv357KlSuza9cuIiMjuX37tniOkZERHh4eWFhYfK0rRraTsfhs4cKFWbhwIfXr16dNmzaEhIQgl8v5+PEjq1evxsHBgREjRoguhtktNnKbPRlJSEj4YsKS48ePY2xsjIeHB7/88gv79+8X7cvpQU3+/Pnp2rUr48ePx9nZme+//559+/ZpiDRtI5fLiY+Pp2HDhjRq1Ii9e/eyceNGbty4wdOnT8XjypQpg6WlJW/evKFfv34EBwezatWqL15fEmcSEt+Gm5sblStXpmzZsnh7e3P58mWmTZtGo0aNuHTpEu3atWPRokWcPXuWefPmiSVBciqxkXr7nZKSgoGBAd7e3lhZWbFp0yYCAwM1RJoKMzMzGjduTLdu3ahfv/7X2CiJs69EStEkIfEPI2NNGX09mUY9Gci5lP+VK1cWB3pmZmb07duXnj17EhkZycWLF4H0WfsBAwaQmJjIkCFDaNOmDZAzcTfq19yyZQvTp0/n0qVL2NvbEx4ezrVr1/j48SM3btxgyZIlLFy4UEz/bmRkxJ49e3QycD579iwLFy5k5cqVVK1aVdxepEgRfvjhB2bMmMHAgQPx9/fHysoKBweHHE37n9vsyQpTU1MWLlyIsbGxRsKSSZMmcfXqVd68eYO3tzf29vZYW1sDiDWFsnvVNqtn2cLCgh49eohFWgcPHgwgxsa5uLjw5s0bXrx4QZ06dbLNli+xf/9+mjZtKgquRYsWoVQqOXHiBIGBgVhaWjJu3DgMDAx4+fIlxYsXx8fHBwMDAxQKxSeTEUjiTOKfSsY+tHmlgpx7GKW1umxKpRJzc3Nat25NSEgIjRo14u7duxw8eFB0N86TJw9Tp07l8uXLYtbjnBRnqvbsxIkTXL58mcqVK9OzZ0/WrVuHq6srnp6eALRo0QI9PT3kcjn379+na9eu7Nixg++//168xqds3L1799tx48ZJ4uwrkVbQJCT+4WQUZzmFatZsyZIl1KtXj61bt2Jvb8+LFy9EcZaamoqrqyurVq0iISFB4/ycFGe7du1i7Nix+Pv7Y29vj1KppHDhwnTs2JGBAwdy4cIFXr16xaxZs3j48KF4DVVHktOrPxmvX7t2beLi4pg1axZ3797V2Fe0aFHc3NyQy+X89ttvQHpCjuwUQ7nNni/Zp8LCwgIjI6PPJlCRy+Xic5Hxv9mF6no///yzRrFrlZgRBAFbW1uGDBlC9erVOXbsGAsWLKBq1aoaz582cHJyEhPiLFu2jNTUVO7du8fQoUPJly8fAQEBYgxM7dq1+fHHHyVxJvGf4tT9SK31o5De7+jr69OhQwcCAgLE/nPp0qU4OTmxdOlSmjRpwosXL0RxlhOhASpU7dm2bdtwdXXF0tISY+P0ovP58uXDy8sLU1NTNm3axPHjxwF4+vQptWrVolu3btjb239VGzt+/PiwHPkC/1IkgSYhIfFVqLs2zJ8/nxYtWvDx40dcXV3FY1Quj+PGjWPs2LE5ZkvGlbP+/ftTsWJFzM3NSUpK0oj5USgUWFtbc+jQIR4/fsz48eP5+PFjpu+mDVv37NnDqVOnMDMz4+zZs8TGxjJ16lTu3LmjkXrZzs4OgNjY2EzXyw5xlpvs+Zx9Fy5cwM/Pj927dwNoxD3qMmGJUqkkNjaW4cOHs3LlSmbMmAGkCzR1V0obGxtmzJhBvnz5mDNnDqNHj2bgwIE5ZlfGbI1paWnIZDIKFCgAQIcOHTh79ix58+alRIkSdOnShadPn/LmzZtM15LEmYREztKoUSOGDRvG3Llzsbe3p2DBgnh7e9OhQwd+/PFHsX4j5Hxc9K5duxg/fjx79uxh/PjxYq1Gb29v3r59i6enJ2ZmZuzcuRNPT0+qV6/OhAkTNFwvJbIXSaBJSEh8Neoizd3dnX79+uHr68u2bduIjtZemm1VZ+Xh4cGMGTMICgrCwcGB6dOnc+7cOVJTU0XhoApotra25sSJEzg7O5MvXz6t2JlRSA4bNgwrKysATExMOHLkCPHx8bi7u3Pr1i3x+BcvXvD27VtxYP1vtedL9vXq1YvNmzczYcIEnJycAM0Cs6CbhCUymYw8efLQqVMnhgwZwp07d5gyZQrwZ0IQ1YAlJiaGrVu3smjRohwtMaFa8UpMTOTSpUtAegZJ9dXIihUrApCcnAykC8jy5cuLs+VfQhJnEhLZS6NGjThz5gzfffcdBw4c0IkN0dHR7N27l02bNlG7dm1xe8eOHRk8eDBLlizh3bt3eHl5oVAoGDVqFJMnT2bBggWAdlzc/4tId1RCQuIvkXElrVGjRmzbto3du3drZfUC0gfyHz9+ZNmyZezdu5cGDRqwYsUKrK2tWbt2LadPn9ZIn68SaQUKFKBnz57iNXIadbExZcoUTpw4QY0aNcT9JiYmHD16lLS0NObOncvkyZPZs2cP9evXp2fPnjRs2PBfbc+n7PPx8WHSpEmcPn2aQ4cOsWnTJo4dOyamh4f0QUFMTIxOEpao7CxZsiQfP36kX79+XLx4kXnz5gHw4MEDUaj5+fmxfPly3N3dRbtzYtVRLpcTFxeHg4MDI0eO5OeffxZtzXg/jIyMgHT3x9jY2K+qqySJMwmJ7KdXr160aNGCd+/e6cyGxMRE7ty5I7pTAqxZswaZTMatW7cICwvD3d2d2NhYvLy8OHHihMZkkyTOcgbprkpISPxl1Ad9c+bMwcHBgYIFC4oJErTx+fny5ePBgwc4OjqSnJyMsbGxmHVKJdJUxYpVA9iM19AGu3fvZsyYMZw8eRIHBwdx+8KFC7l37x6mpqYEBARQv3593rx5Q2BgILNmzRLTFWe32Mht9mS85h9//MGYMWOYOnUqlSpVwsDAgCpVqlCyZEmePXvG8+fPgfSVKgsLC2rXrs3q1as10jtn52+b1fdVuRLWrVsXCwsLevXqxfTp0zl16hR58+ZlxYoVoo1Dhgxh4sSJom05MZiRyWSkpaUxdepU8uTJQ8uWLdm+fTv79+8X96t/j7Nnz9KiRQtu377NhQsXxAmMzyGJMwmJ7EW1kj5gwABevnxJSEiITuxISkrCxMREw7PEycmJgIAAqlWrhru7O8HBwTx9+hQLCwuaNWsGSOIsp5GyOEpISHwTqkGfTCZj2bJlOrFB5ZplZGQk1nzy9vbG2dmZDRs2oFQqadGiRSa3OG0RGxvL+vXrad68uYbrXceOHYmPj2fGjBkIgoCxsTFTp04F0hOtqOzN7g4wt9mjQiWoTp48Sfny5enRowe3bt3i2LFjtGnTBjc3N0JCQpgxYwbm5uZYWVnRrFkz2rVrR7169cTrZLd96i6Xt2/fRl9fHzs7O1Hs16hRg/nz55OWlka9evWIiorCwsJCo4aYarUKsj9eT/37JiQkUKlSJQYMGIClpSXbtm0TU/z36NFDQ7RWrlyZFi1aMHHiRPT19UlLS0Nf//PDAUmcSUhkL6p3t2HDhpiamlKqVCmd2GFra4u1tTVjx44V3aPz5Mkjuk0XK1aM/PnzZwoNkMRZziLdXQkJiW9GF/XDPvX5qlUAlUgzMzNj8eLFWSZA0BZ58uRhzZo1JCcn8+OPP/Lo0SN69OhBdHQ0p0+fBtK/Q3x8vHiOupjM7g4wt9mTkQkTJnDjxg02b96Mqakpnp6eODg4EBERwbt377hw4QL+/v5UrFiRY8eOceHCBY3zc0qc+fj40KdPH27evMnbt2+B9FU0MzMzSpcuze3bt+nfvz+VK1dm0aJFnD9/XszMllOkpaWhp6dHSkoKz5494+PHj4wePZratWtToUIFXFxcqFy5Mtu3b2fv3r3ieU+fPqVgwYJMmTIFfX198Z2RkJDQDTY2NnTt2hXQjuu9OqrPW7lyJe/fvxftkMvlYir9Ro0a0bZtWzFZlIR2kFplCQmJfw3qIs3X15ezZ89SsmRJndgiCAKCIGBvb8/ixYtxc3Ojffv2mJiY8Mcff4jHqergnD59mnLlyuWY6M1t9qijWgmqXLkyDx8+RC6X4+npycSJE/ntt9/YuHEjgFjfbPXq1SQkJGBqappjNqmLs4kTJ7J3717q1asn1laTy+WYm5tTtGhRatasSbdu3di/fz9JSUmiSMopVCteMTExtGvXjpSUFF6+fMmYMWOYNm0aABUqVGDw4MFs3ryZXbt2YWFhwZ49ezA3N2f9+vXitT6VrVFCQkL7aHvSU/V5VapUYdmyZUycOJEyZcrQoEED8uTJw9GjRxk8eDBubm5AztQzlcgaaQVNQkLiX4VKpBkYGNCyZUtAu7OSoaGhREdHI5PJkMlkKJVK7O3tWbNmDSVKlKBBgwZiLayXL1/SsGFDnJycKF++fI50fLnNHsj8e6hWvpo3b85vv/2GUqnE2NiY1atX06xZM7Zs2YK/v79G4heVOMvJ3zYsLIz169ezd+9eWrRoIYqzu3fvcvv2bQBGjhzJqlWr2LVrF5DudqsSZzlhm1KpRF9fn9jYWOzt7alVqxZbtmxhzpw5rFixgitXrojHli9fntGjR1O9enW6du3K1atXWb16dbbbJCEh8c/G0NCQdu3acePGDfr374+pqSk2NjasW7dOIyGIJM60hyTQJCQk/nXoKiFIcHAwffv2Zd++fcTExGiIoipVqrB06VLu37/P5s2bOXjwIHXr1mXo0KE5Vksmt9kDmjOwQUFB7Ny5k4iICBITEylRogSPHz8WE1YYGhqyadMmrK2t2bRpEwcPHswkenLyt5XJZCQlJdG4cWMAXr16Rdu2benQoQPt2rWjRYsW2NraMm7cOAwMDLRim56eHsnJyTRt2pSyZcuycuVKqlSpQrt27ahQoUKmlPk2NjacOnUKOzs77t69i4GBgZg8R0JCQkKFTCbDwsKCefPmsXHjRtzc3GjXrh0gJQTRBdLdlpCQkMgmKleuTKNGjdi3bx9+fn5Zrlx5enpy9epVnJycGDZsWI6mK85t9qiLM09PT1q2bMmCBQto3749lStXZteuXURGRoqrU5CeZMPDwwMLCwsMDQ21IrYvX77MiRMnKFy4MCYmJjRv3pxJkybRs2dPYmNjOXDgAN7e3jx//pyVK1eK52lrIiA2NhYzMzOKFy8uxrrdvn2bt2/fYmFhoXHsgQMHkMvlXLly5asTgkhISEioI4kz7SO10hISEhLZgEp8LFmyhNmzZ+Pr6wtA165dyZs3r5jUoUCBAuTJk4etW7eKAdk5KYZymz2QXodt+vTpXLp0CXt7e8LDw7l27RofP37kxo0bLFmyhIULF1K+fHkgXaTt2bMnxwYJKtsUCgVKpZJly5aRkJCAkZERvr6+zJw5k/j4eHr27Mn48ePF8ypXroylpWWO2KSOKpuaUqkkJSUFa2trfH19GTNmDD4+Ppw5c4Y1a9bw888/U7p0aY173bRpUzp37oyenp4kziQkJCT+IUgttYSExN/C1v2I+P8yGbg2LsPPN18RGZssbg9d0k4XpmkV9bID8+fP1xBFnTp1In/+/Ny9e5fatWszb968HBVDuc0edcGwa9cuxo4dy4kTJ7C3t0epVFK4cGE6duwIILoQzpo1i/nz54vxXCqbciJIXXW9V69eYWNjw5YtWxgzZgweHh6MHTtWLPqszuvXrwkODmbIkCHZaktGVKIqLi6O+fPn06RJExo2bEjJkiXx8PBgzJgx/Pzzz8ycOZMmTZoAmvdIlRpbEARJnElI5ELU+1ArM0P61CnJhrNPUKp5TP8X+lAJTaQ1SwkJiWxDEGDDuaca4uy/hHpB4Pnz59OwYUO2b99OUFAQV69epWHDhkyYMEEjI1ZOuo7kBnsyrpz179+fihUrYm5uTlJSEnp6emKsm0KhwNramkOHDvH48WPGjx/Px48fM32nnODZs2eUKlWKbdu2YWVlhYeHB3K5nFWrVnHixAnxPj5//pxr165Rq1Yt+vXrJ8Zo5ASqhCAxMTHUqlWLsLAw0e1SqVRSokQJNm7cSOPGjXn48CHnzp0DsnZHkoL7JSRyP+/iU/A4oynOJP6bSAJNQkJCIhvJKIoaN27MwoULcXBwYPTo0SxcuBDQXkYsXdujuqaHhwczZswgKCgIBwcHpk+fzrlz50hNTRUFhSoDp7W1NSdOnMDZ2TlTcdSconTp0qxZs4aRI0fi6+tL/vz52bhxI4aGhnh5eREYGMiHDx84fPgww4cPZ8KECRrxejmBKiFI8+bNad68OTt27KBGjRrI5XL09PRQKBQUKVKE1atXExERwbZt2zh16lSO2CIhISEhoT0kfwcJCQmJbEbdvXDevHnI5XKGDBnC8OHDAe1nxNKlPYIgEB0dzbJly9i7dy8NGjSgZs2aDB06lLVr1wLQrFkzsSC2SqQVKFCAnj17itfISTGruv6YMWMwNzdn0KBBmJmZ0a1bNzZu3Iirqytbt24lJSWFzp0706BBA6pVqwbk/G/57NkzChQowLp168Rtx44d49y5cyQmJjJgwABq1arF2rVr6devH5cvX6Z58+Y5Zo+EhISERM4jraBJSEhI5ADqK1ezZ8/WmTjTtT0ymYx8+fLx4MEDHB0dSU5OxtjYGG9vb6ysrFi7di2nT58WU78LgqC1MgnqNeJUNdacnZ0pV64cPXr04KeffhJX0lJTU1m3bh1KpVIUZzntogoQExNDYGAgDx8+JDg4mDlz5tChQwfu37/PnTt3aNOmDcHBwdja2vLLL78wc+bMHLVHQkJCQiLnydYVNJlMNhJwA4oAwcB4QRAufOJYWyAki11tBEE4np12SUhI/HdQD7j+FNoKuM5KWOgyXbEu7VHV5zIyMkKhUKCvr4+3tzfOzs5s2LABpVJJixYtxJW0nCY4OJihQ4fi7OxM165dsbKyAtKzXBYvXpxJkybh5OSEnp4e/fr1Y/PmzVy7do0SJUqI18hu4ajK1gh/Cuc6deowePBgKlWqRJ06dZDL5Zw6dQpHR0devXpF586defDgAZUrV6ZgwYIa50pISEhI/DPJNoEmk8l6AWuAkcDF///3mEwmsxME4cVnTm0N/KH29/vssklCQkJCInegLmZUbowqkTZgwAAWL17Md999R8mSJbVij6pG3N69ezEzM6Nv37707NmTyMhIsbaYQqFgwIABJCYmMmTIENq0aQPkjMulauUwISGBt2/fUqxYMXHfxo0b6dSpE8WLF8fS0lLcV7x4cUxMTDAyMtK4liTOJCQkvpXcNMn5XyY7V9AmAj6CIGz+/99jZDJZa8AVmPaZ894JghCejXZISEhISORy1EWar68vZ8+e1Zo4y1gjbuvWraxYsQIDAwOuXLkCQGpqKq6urqSkpJCQkKBxfk4lU0lLS6Nly5ZcvXoVV1dXHBwc6NOnDwCtW7fOJAwHDRqEQqEQhaOEhISExL+DbBFoMpnMELAHlmfYdRKo94XTD8hkMmPgMbBKEITMBWcykJyczLNnzzS25c2bFysrK5RKJaGhoZnO+dpioikpKbx69SrTdmtraywsLEhOTub169eZ9hcsWBBzc3MSExN58+ZNpv2FCxfG1NSUhIQEwsO/To+qf8dixYphZGRETEwMb9++zXRs8eLFMTQ0JDo6mnfv3mXaX7JkSfT19fnw4QMfPnz4qs/Pirdv3xITE6OxTU9PD1tbWwAiIyOJi4vT2K+vry8OvMLDwzMNdgwMDES3oTdv3pCYmPhVtqjuj4mJCUWKFAHg5cuXYiyJClNTUwoXLgzAixcvxFgXFebm5qJrUGhoaKaMbBYWFl9lz+eePUtLS9LS0njxIvNispWVFXnz5v3mZy8r1J+dLz17RYoUwcTEhLi4OCIjIzPt/9Kz97V86tmztbVFT0+Pd+/eER0dnWl/6dKlgW979j6F6v586dkzMjISVytev35NcrJm+YC/8uxlfO6SkpJISEj44rNnbW2tYbM6X9PuZXz29PT0KFSoEAYGBujp6aGnp4cgCMTFxREVFaVxfna3ezKZjEKFCmFoaAj8KdLkcjlNmzYlLS1NQ4TI5XJkMhlKpZK0tDQiIyNJSUkRr/8t7Z61tTWmpqZiXbD58+ezePFitmzZwowZM8TfSWXDuHHjUCgUmX4/QKwrplAo+Pjxo8bz+6l2z8TEhAIFCiCTyUR3RoVCgSAICIJA4cKFUSgUGBkZMXLkSPbt20fLli0ZOnSoeO2ffvqJgIAAXrx4wdWrV4H0flE9dk/9+omJiYSHh4sxiPB17d7nnr2sUD9OF+1eVuRUu/elZy8r1O9PTrZ7f6XeXU63e1n99lmhfm9yot37FnJqvPelZy8r1O/D3x3vfenZ+1q+Zbwn8fVklx+ENSAHIjJsjwAKf+KcOGAy0BNoC5wG9spksv5ZHSyTyYbJZLIbMpnsxvv3khekhITEPwv1jjApKemrO+bsRqlUEhERoTGoUiqVmcRZTiAIAhERERoi62sSggiCkEmcfStv374lISFBI2nK1KlT6dOnDzt27MDb2/svD1oSEhK++pzExMRMA274c1Vv7ty5VK5cme+//57z589jaGiIt7c31atXx9vbm0uXLlGyZElKlizJtWvXMDAwIC0tLdN9zPid1cWZhISEhETuRpYdjbZMJisKvAYaqScFkclkc4A+giBU/MrrbAAaCIJQ9XPH1axZU7hx48ZftjM3+dXmJltAsudL5CZ7cpMtINkj8c9GfcVu3rx5BAYG0r9/f1xcXMSVPm0SFRWFi4sLtra2Ymr9ESNGsG3bNmrVqsWvv/5KYGAgzZo1AzQTi+Qkue29kuz5PLnJntxkC0j2fImcskcmk90UBKHmt9j0XyS7YtDeAgoyr5YVJPOq2ue4Cjhnk00SEhISOidjZyeTQcZ5MV0NlCxM9ElMUZCq+NOg/5p4Va8RN2fOHOLi4ihYsKBOxBlAgQIF6N+/P/3798fNzY3AwEBOnjzJjRs3yJcvH1euXKFx48bi8doQZxISEhIS2iVbBJogCCkymewm0ALYr7arBeD3Fy5VHcjs0CshISHxLyE3eZrFJGaOq/ovoi7Sli1bpmtz6Ny5M507d8bR0RGZTIaPjw9Vq1ZFEAQxviMtLe0vxRpJSEhISPxzyM7WfSXwk0wmuwZcAkYARYFNADKZbDFQWxCEZv//2wlIBW4BSqADMAqYmo02SUhISEhIfJGcKob9LRgZGVGnTh38/Py4dOkSDg4OmVwZJXEmISEh8e8l24qlCIKwFxgPzAR+BxoAbQVBeP7/Q4oAZTKcNhP+194dozQURGEY/V8UdyCBNJZW6VO6DEtxDemzBDt7e5fgDrS3ttUdiDoWQTAJIkIw972c04UEMlXge7kzk4ck90nOk1y21q62tSYA6JOvfeHz+TzT6TS3t8uDjY0yAuyPrT6Ca61dJ7n+4b2Ltdc3SW62+f0A0GffT5eczWYbx98DMHxmJADYiWqnl1XxNW65WCwyHo+TZOOSagCGS6ABQEGTySTJ8p660WhrOxIAKM4vPgAUJs4A9ot/0AAgqyOXh6MuZ6fHuXt8XvnMPo5cAvC/PJYDgDVvH20jzgDgPwg0AACAIgQaAABAEfagAUBB69cQHB2M8vq+ei+aPXEAw+MfNADogfU4A2CYBBoAAEARAg0AAKAIgQYAAFCEQAMAAChCoAEAABQh0AAAAIoQaAAAAEUINAAAgCIEGgAAQBECDQAAoAiBBgAAUIRAAwAAKEKgAQAAFCHQAAAAihBoAAAARXSttV2v4c+6rntJ8rTrdQAAAL86aa0d73oRfdHLQAMAABgiI44AAABFCDQAAIAiBBoAAEARAg0AAKAIgQYAAFCEQAMAAChCoAEAABQh0AAAAIoQaAAAAEV8As7hiXQJt8q6AAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "mdciao.cli.interface(traj,\n", " frag_idxs_group_1=[0],\n", " frag_idxs_group_2=[3],\n", " GPCR_uniprot=GPCR,\n", " CGN_PDB=CGN,\n", " title=\"3SN6 beta2AR-Galpha interface\",\n", " accept_guess=True,\n", " plot_timedep=False,\n", " no_disk=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Sites\n", "Now we use a different approach. Instead of letting ``mdciao`` discover contacts automatically, we list them beforehand as ``site`` dictionaries, and feed this dictionaries to directly to the [method](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.cli.sites.html) ``cli.sites``. The CLI command we're replicating is:\n", "\n", "```\n", "mdc_sites.py prot.pdb traj.xtc --site tip.json -at -nf -sa #sa: short AA-names\n", "```\n", "\n", "However, in the API-spirit, we're not even using a file on disk to define the ``site``, but create it on the fly as a Python dictionary:" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ "my_site = {\n", " \"name\":\"interface small\",\n", " \"pairs\": {\"AAresSeq\": [\n", " \"L394-K270\",\n", " \"D381-Q229\",\n", " \"Q384-Q229\",\n", " \"R385-Q229\",\n", " \"D381-K232\",\n", " \"Q384-I135\"\n", " ]}}" ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Will compute the sites\n", " site dict with name 'interface small'\n", "in the trajectories:\n", "\n", " with a stride of 1 frames.\n", "\n", "Using method 'None' these fragments were found\n", "fragment 0 with 1044 AAs LEU4 ( 0) - P0G395 (1043 ) (0) resSeq jumps\n", "These are the residues that could be found:\n", " residue residx fragment resSeq GPCR CGN\n", " ASP381 340 0 340 None None\n", " GLN384 343 0 343 None None\n", " ARG385 344 0 344 None None\n", " LEU394 353 0 353 None None\n", " ILE135 865 0 865 None None\n", " GLN229 956 0 956 None None\n", " LYS232 959 0 959 None None\n", " LYS270 972 0 972 None None\n", "Streaming over trajectory object nr. 0 ( 280 frames, 280 with stride 1) in chunks of 10000 frames. Now at chunk nr 0, frames so far 280\n", " freq label residue idxs sum\n", "0 0.47 L394@frag0 - K270@frag0 353 972 0.47\n", "1 1.00 D381@frag0 - Q229@frag0 340 956 1.47\n", "2 0.68 Q384@frag0 - Q229@frag0 343 956 2.15\n", "3 1.00 R385@frag0 - Q229@frag0 344 956 3.15\n", "4 1.00 D381@frag0 - K232@frag0 340 959 4.15\n", "5 0.98 Q384@frag0 - I135@frag0 343 865 5.13\n", "\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "sites = mdciao.cli.sites([my_site],\n", " traj,\n", " no_disk=True,\n", " plot_atomtypes=True,\n", " fragments=[None],\n", " short_AA_names=True)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The return value ``sites`` is a dictionary keyed with the site names (``interface small`` in this case) and valued with ``mdciao's`` [ContactGroup](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup)-objects." ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "{'interface small': }" ] }, "execution_count": 18, "metadata": {}, "output_type": "execute_result" } ], "source": [ "sites" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Contact Groups\n", "The [ContactGroup](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup) class is at the center of ``mdciao`` and offers extensive of manipulation through it's methods. A helpful analogy would be that, what the [Trajectory](https://mdtraj.org/1.9.4/api/generated/mdtraj.Trajectory.html) is to ``mdtraj``, the [ContactGroup](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup) is to ``mdciao``. Both classes:\n", " \n", " * store a lot of organized information for further use\n", " * have attributes and methods that can be used standalone\n", " * can themselves be the input for other methods (of ``mdtraj`` and ``mdciao``, respectively). \n", " * are rarely created from scratch, but rather generated by the module itself.\n", "\n", "The best way to learn about the [ContactGroup](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup) is to inspect it with the autocomplete feature if IPython and check the informative names of the attributes and methods.\n", "\n", "If you're in a hurry, ``mdciao`` offers a quick way to generate a [ContactGroup](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup) to play around with and investigate it's methods and attributes:" ] }, { "cell_type": "code", "execution_count": 19, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from mdciao import examples\n", "CG = examples.ContactGroupL394()\n", "CG" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "However, instead of using ``CG`` now, we go back to object ``sites`` that resulted from using ``cli.sites`` above. The returned ``sites``-object is a dictionary keyed with site names (you can compute different sites simultaneously) and valued with [ContactGroups](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup). In our case (check above) we called it it *interface small*" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [], "source": [ "mysite = sites[\"interface small\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Frequencies as Bars\n", "We use the class's method [plot_freqs_as_bars](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup.plot_freqs_as_bars) to produce the now familiar neighborhood plots:" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mysite.plot_freqs_as_bars(3.5, \n", " shorten_AAs=True, \n", " defrag=\"@\", \n", " atom_types=True);" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Frequencies as Distributions\n", "It is also very useful to inspect the residue-residue distances of any [ContactGroup](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup) by looking at their **overall distributions** instead of their frequencies, since the hard cutoffs can sometimes hide part of the story:" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "jax = mysite.plot_distance_distributions(bins=15,\n", " defrag=\"@\",\n", " ctc_cutoff_Ang=3.5\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Please note that, because the example dataset is quite small (280 frames and 2.8 ns) and we are simply histogramming (=counting), the curves aren't very smooth. Histograms of real data will look better.\n", "\n", "### Frequencies as Violins\n", "Other ways of looking at distance-data as distributions is to use [violin plots](https://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.contacts.ContactGroup.html#mdciao.contacts.ContactGroup.plot_violins), which uses a density estimator (check the ``bw_method``-parameter [here](https://matplotlib.org/stable/api/_as_gen/matplotlib.pyplot.violinplot.html)) to generate smooth densities and plot them vertically. This is somehow in-between the histogram plot and the frequency-bar plot:" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "jax = mysite.plot_violins(defrag=\"@\",\n", " ctc_cutoff_Ang=3.5,\n", " color=\"tab10\", \n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "
\n", " \n", "Note \n", " \n", "In principle, we could also use a density estimator in ``plot_distance_distributions``to make them look smooth, but we have decided to leave them as.\n", "
" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Comparisons Between Contact Groups\n", "Finally, we replicate the CLI comand\n", "\n", "```\n", "mdc_compare.py 3SN6.X.ARG131@4.0_Ang.dat 3SN6.MD.ARG131@4.0_Ang.dat -k Xray,MD -t \"3SN6 cutoff 4AA\" -a R131\n", "```\n", "\n", "in API mode. This looks different because most of the inputs will now be Python objects in memory.\n", "\n", "First, we create the Xray and the MD ContactGroups separately:" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Will compute contact frequencies for (1 items):\n", "\n", " with a stride of 1 frames\n", "Using method 'lig_resSeq+' these fragments were found\n", "fragment 0 with 349 AAs THR9 ( 0) - LEU394 (348 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 349) - ASN340 (688 ) (1) \n", "fragment 2 with 58 AAs ASN5 ( 689) - ARG62 (746 ) (2) \n", "fragment 3 with 159 AAs ASN1002 ( 747) - ALA1160 (905 ) (3) \n", "fragment 4 with 284 AAs GLU30 ( 906) - CYS341 (1189 ) (4) resSeq jumps\n", "fragment 5 with 128 AAs GLN1 ( 1190) - SER128 (1317 ) (5) \n", "fragment 6 with 1 AAs P0G1601 ( 1318) - P0G1601 (1318 ) (6) \n", "GPCR-labels align best with fragments: [4] (first-last: GLU30-CYS341).\n", "\n", "These are the GPCR fragments mapped onto your topology:\n", " TM1 with 32 AAs GLU30@1.29x29 ( 906) - PHE61@1.60x60 (937 ) (TM1) \n", " ICL1 with 4 AAs GLU62@12.48x48 ( 938) - GLN65@12.51x51 (941 ) (ICL1) \n", " TM2 with 32 AAs THR66@2.37x37 ( 942) - LYS97@2.68x67 (973 ) (TM2) \n", " ECL1 with 4 AAs THR98@23.49x49 ( 974) - PHE101@23.52x52 (977 ) (ECL1) \n", " TM3 with 36 AAs GLY102@3.21x21 ( 978) - SER137@3.56x56 (1013 ) (TM3) \n", " ICL2 with 8 AAs PRO138@34.50x50 ( 1014) - LEU145@34.57x57 (1021 ) (ICL2) \n", " TM4 with 27 AAs THR146@4.38x38 ( 1022) - HIS172@4.64x64 (1048 ) (TM4) \n", " ECL2 with 20 AAs TRP173 ( 1049) - THR195 (1068 ) (ECL2) resSeq jumps\n", " TM5 with 42 AAs ASN196@5.35x36 ( 1069) - GLU237@5.76x76 (1110 ) (TM5) \n", " ICL3 with 2 AAs GLY238 ( 1111) - ARG239 (1112 ) (ICL3) \n", " TM6 with 35 AAs CYS265@6.27x27 ( 1113) - GLN299@6.61x61 (1147 ) (TM6) \n", " ECL3 with 4 AAs ASP300 ( 1148) - ILE303 (1151 ) (ECL3) \n", " TM7 with 25 AAs ARG304@7.31x30 ( 1152) - ARG328@7.55x55 (1176 ) (TM7) \n", " H8 with 13 AAs SER329@8.47x47 ( 1177) - CYS341@8.59x59 (1189 ) (H8) \n", "CGN-labels align best with fragments: [0] (first-last: THR9-LEU394).\n", "\n", "These are the CGN fragments mapped onto your topology:\n", " G.HN with 28 AAs THR9@G.HN.26 ( 0) - VAL36@G.HN.53 (27 ) (G.HN) \n", " G.hns1 with 3 AAs TYR37@G.hns1.1 ( 28) - ALA39@G.hns1.3 (30 ) (G.hns1) \n", " G.S1 with 7 AAs THR40@G.S1.1 ( 31) - LEU46@G.S1.7 (37 ) (G.S1) \n", " G.s1h1 with 6 AAs GLY47@G.s1h1.1 ( 38) - GLY52@G.s1h1.6 (43 ) (G.s1h1) \n", " G.H1 with 7 AAs LYS53@G.H1.1 ( 44) - GLN59@G.H1.7 (50 ) (G.H1) \n", " H.HA with 26 AAs LYS88@H.HA.4 ( 51) - LEU113@H.HA.29 (76 ) (H.HA) \n", " H.hahb with 9 AAs VAL114@H.hahb.1 ( 77) - PRO122@H.hahb.9 (85 ) (H.hahb) \n", " H.HB with 14 AAs GLU123@H.HB.1 ( 86) - ASN136@H.HB.14 (99 ) (H.HB) \n", " H.hbhc with 7 AAs VAL137@H.hbhc.1 ( 100) - PRO143@H.hbhc.15 (106 ) (H.hbhc) \n", " H.HC with 12 AAs PRO144@H.HC.1 ( 107) - GLU155@H.HC.12 (118 ) (H.HC) \n", " H.hchd with 1 AAs ASP156@H.hchd.1 ( 119) - ASP156@H.hchd.1 (119 ) (H.hchd) \n", " H.HD with 12 AAs GLU157@H.HD.1 ( 120) - GLU168@H.HD.12 (131 ) (H.HD) \n", " H.hdhe with 5 AAs TYR169@H.hdhe.1 ( 132) - ASP173@H.hdhe.5 (136 ) (H.hdhe) \n", " H.HE with 13 AAs CYS174@H.HE.1 ( 137) - LYS186@H.HE.13 (149 ) (H.HE) \n", " H.hehf with 7 AAs GLN187@H.hehf.1 ( 150) - SER193@H.hehf.7 (156 ) (H.hehf) \n", " H.HF with 6 AAs ASP194@H.HF.1 ( 157) - ARG199@H.HF.6 (162 ) (H.HF) \n", " G.hfs2 with 5 AAs CYS200@G.hfs2.1 ( 163) - GLY206@G.hfs2.7 (167 ) (G.hfs2) resSeq jumps\n", " G.S2 with 8 AAs ILE207@G.S2.1 ( 168) - VAL214@G.S2.8 (175 ) (G.S2) \n", " G.s2s3 with 2 AAs ASP215@G.s2s3.1 ( 176) - LYS216@G.s2s3.2 (177 ) (G.s2s3) \n", " G.S3 with 8 AAs VAL217@G.S3.1 ( 178) - VAL224@G.S3.8 (185 ) (G.S3) \n", " G.s3h2 with 3 AAs GLY225@G.s3h2.1 ( 186) - GLN227@G.s3h2.3 (188 ) (G.s3h2) \n", " G.H2 with 10 AAs ARG228@G.H2.1 ( 189) - CYS237@G.H2.10 (198 ) (G.H2) \n", " G.h2s4 with 5 AAs PHE238@G.h2s4.1 ( 199) - THR242@G.h2s4.5 (203 ) (G.h2s4) \n", " G.S4 with 7 AAs ALA243@G.S4.1 ( 204) - ALA249@G.S4.7 (210 ) (G.S4) \n", " G.s4h3 with 8 AAs SER250@G.s4h3.1 ( 211) - ASN264@G.s4h3.15 (218 ) (G.s4h3) resSeq jumps\n", " G.H3 with 18 AAs ARG265@G.H3.1 ( 219) - LEU282@G.H3.18 (236 ) (G.H3) \n", " G.h3s5 with 3 AAs ARG283@G.h3s5.1 ( 237) - ILE285@G.h3s5.3 (239 ) (G.h3s5) \n", " G.S5 with 7 AAs SER286@G.S5.1 ( 240) - ASN292@G.S5.7 (246 ) (G.S5) \n", " G.s5hg with 1 AAs LYS293@G.s5hg.1 ( 247) - LYS293@G.s5hg.1 (247 ) (G.s5hg) \n", " G.HG with 17 AAs GLN294@G.HG.1 ( 248) - ASP310@G.HG.17 (264 ) (G.HG) \n", " G.hgh4 with 10 AAs TYR311@G.hgh4.1 ( 265) - THR320@G.hgh4.10 (274 ) (G.hgh4) \n", " G.H4 with 27 AAs PRO321@G.H4.1 ( 275) - ARG347@G.H4.27 (301 ) (G.H4) \n", " G.h4s6 with 11 AAs ILE348@G.h4s6.1 ( 302) - TYR358@G.h4s6.20 (312 ) (G.h4s6) \n", " G.S6 with 5 AAs CYS359@G.S6.1 ( 313) - PHE363@G.S6.5 (317 ) (G.S6) \n", " G.s6h5 with 5 AAs THR364@G.s6h5.1 ( 318) - ASP368@G.s6h5.5 (322 ) (G.s6h5) \n", " G.H5 with 26 AAs THR369@G.H5.1 ( 323) - LEU394@G.H5.26 (348 ) (G.H5) \n", "\n", "Will compute neighborhoods for the residues\n", "R131\n", "excluding 4 nearest neighbors\n", "\n", " residue residx fragment resSeq GPCR CGN\n", " ARG131 1007 4 131 3.50x50 None\n", "\n", "Pre-computing likely neighborhoods by reducing the neighbor-list\n", "to those within 15 Angstrom in the first frame of reference geom\n", "'':...done!\n", "From 1310 potential distances, the neighborhoods have been reduced to only 120 potential contacts.\n", "If this number is still too high (i.e. the computation is too slow), consider using a smaller nlist_cutoff_Ang \n", "Streaming over trajectory object nr. 0 ( 1 frames, 1 with stride 1) in chunks of 10000 frames. Now at chunk nr 0, frames so far 1\n", "#idx freq contact fragments res_idxs ctc_idx Sum\n", "1: 1.00 ARG131-TYR391 4-0 1007-345 14 1.00\n", "2: 1.00 ARG131-TYR326 4-4 1007-1174 111 2.00\n", "3: 1.00 ARG131-ILE278 4-4 1007-1126 97 3.00\n", "These 4 contacts capture 3.00 (~100%) of the total frequency 3.00 (over 120 input contacts)\n", "As orientation value, the first 3 ctcs already capture 90.0% of 3.00.\n", "The 3-th contact has a frequency of 1.00\n", "\n" ] } ], "source": [ "R131_Xray = mdciao.cli.residue_neighborhoods(\"R131\", xray3SN6, \n", " ctc_cutoff_Ang=4,\n", " no_disk=True,\n", " GPCR_uniprot=GPCR,\n", " figures=False,\n", " CGN_PDB=CGN,\n", " accept_guess=True)[\"neighborhoods\"];" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Will compute contact frequencies for (1 items):\n", "\n", " with a stride of 1 frames\n", "Using method 'lig_resSeq+' these fragments were found\n", "fragment 0 with 354 AAs LEU4 ( 0) - LEU394 (353 ) (0) resSeq jumps\n", "fragment 1 with 340 AAs GLN1 ( 354) - ASN340 (693 ) (1) \n", "fragment 2 with 66 AAs ALA2 ( 694) - PHE67 (759 ) (2) \n", "fragment 3 with 283 AAs GLU30 ( 760) - LEU340 (1042 ) (3) resSeq jumps\n", "fragment 4 with 1 AAs P0G395 ( 1043) - P0G395 (1043 ) (4) \n", "GPCR-labels align best with fragments: [3] (first-last: GLU30-LEU340).\n", "\n", "These are the GPCR fragments mapped onto your topology:\n", " TM1 with 32 AAs GLU30@1.29x29 ( 760) - PHE61@1.60x60 (791 ) (TM1) \n", " ICL1 with 4 AAs GLU62@12.48x48 ( 792) - GLN65@12.51x51 (795 ) (ICL1) \n", " TM2 with 32 AAs THR66@2.37x37 ( 796) - LYS97@2.68x67 (827 ) (TM2) \n", " ECL1 with 4 AAs MET98@23.49x49 ( 828) - PHE101@23.52x52 (831 ) (ECL1) \n", " TM3 with 36 AAs GLY102@3.21x21 ( 832) - SER137@3.56x56 (867 ) (TM3) \n", " ICL2 with 8 AAs PRO138@34.50x50 ( 868) - LEU145@34.57x57 (875 ) (ICL2) \n", " TM4 with 27 AAs THR146@4.38x38 ( 876) - HIS172@4.64x64 (902 ) (TM4) \n", " ECL2 with 20 AAs TRP173 ( 903) - THR195 (922 ) (ECL2) resSeq jumps\n", " TM5 with 42 AAs ASN196@5.35x36 ( 923) - GLU237@5.76x76 (964 ) (TM5) \n", " ICL3 with 2 AAs GLY238 ( 965) - ARG239 (966 ) (ICL3) \n", " TM6 with 35 AAs CYS265@6.27x27 ( 967) - GLN299@6.61x61 (1001 ) (TM6) \n", " ECL3 with 4 AAs ASP300 ( 1002) - ILE303 (1005 ) (ECL3) \n", " TM7 with 25 AAs ARG304@7.31x30 ( 1006) - ARG328@7.55x55 (1030 ) (TM7) \n", " H8 with 12 AAs SER329@8.47x47 ( 1031) - LEU340@8.58x58 (1042 ) (H8) \n", "CGN-labels align best with fragments: [0] (first-last: LEU4-LEU394).\n", "\n", "These are the CGN fragments mapped onto your topology:\n", " G.HN with 28 AAs THR9@G.HN.26 ( 5) - VAL36@G.HN.53 (32 ) (G.HN) \n", " G.hns1 with 3 AAs TYR37@G.hns1.1 ( 33) - ALA39@G.hns1.3 (35 ) (G.hns1) \n", " G.S1 with 7 AAs THR40@G.S1.1 ( 36) - LEU46@G.S1.7 (42 ) (G.S1) \n", " G.s1h1 with 6 AAs GLY47@G.s1h1.1 ( 43) - GLY52@G.s1h1.6 (48 ) (G.s1h1) \n", " G.H1 with 7 AAs LYS53@G.H1.1 ( 49) - GLN59@G.H1.7 (55 ) (G.H1) \n", " H.HA with 26 AAs LYS88@H.HA.4 ( 56) - LEU113@H.HA.29 (81 ) (H.HA) \n", " H.hahb with 9 AAs VAL114@H.hahb.1 ( 82) - PRO122@H.hahb.9 (90 ) (H.hahb) \n", " H.HB with 14 AAs GLU123@H.HB.1 ( 91) - ASN136@H.HB.14 (104 ) (H.HB) \n", " H.hbhc with 7 AAs VAL137@H.hbhc.1 ( 105) - PRO143@H.hbhc.15 (111 ) (H.hbhc) \n", " H.HC with 12 AAs PRO144@H.HC.1 ( 112) - GLU155@H.HC.12 (123 ) (H.HC) \n", " H.hchd with 1 AAs ASP156@H.hchd.1 ( 124) - ASP156@H.hchd.1 (124 ) (H.hchd) \n", " H.HD with 12 AAs GLU157@H.HD.1 ( 125) - GLU168@H.HD.12 (136 ) (H.HD) \n", " H.hdhe with 5 AAs TYR169@H.hdhe.1 ( 137) - ASP173@H.hdhe.5 (141 ) (H.hdhe) \n", " H.HE with 13 AAs CYS174@H.HE.1 ( 142) - LYS186@H.HE.13 (154 ) (H.HE) \n", " H.hehf with 7 AAs GLN187@H.hehf.1 ( 155) - SER193@H.hehf.7 (161 ) (H.hehf) \n", " H.HF with 6 AAs ASP194@H.HF.1 ( 162) - ARG199@H.HF.6 (167 ) (H.HF) \n", " G.hfs2 with 5 AAs CYS200@G.hfs2.1 ( 168) - GLY206@G.hfs2.7 (172 ) (G.hfs2) resSeq jumps\n", " G.S2 with 8 AAs ILE207@G.S2.1 ( 173) - VAL214@G.S2.8 (180 ) (G.S2) \n", " G.s2s3 with 2 AAs ASP215@G.s2s3.1 ( 181) - LYS216@G.s2s3.2 (182 ) (G.s2s3) \n", " G.S3 with 8 AAs VAL217@G.S3.1 ( 183) - VAL224@G.S3.8 (190 ) (G.S3) \n", " G.s3h2 with 3 AAs GLY225@G.s3h2.1 ( 191) - GLN227@G.s3h2.3 (193 ) (G.s3h2) \n", " G.H2 with 10 AAs ARG228@G.H2.1 ( 194) - CYS237@G.H2.10 (203 ) (G.H2) \n", " G.h2s4 with 5 AAs PHE238@G.h2s4.1 ( 204) - THR242@G.h2s4.5 (208 ) (G.h2s4) \n", " G.S4 with 7 AAs ALA243@G.S4.1 ( 209) - ALA249@G.S4.7 (215 ) (G.S4) \n", " G.s4h3 with 8 AAs SER250@G.s4h3.1 ( 216) - ASN264@G.s4h3.15 (223 ) (G.s4h3) resSeq jumps\n", " G.H3 with 18 AAs ARG265@G.H3.1 ( 224) - LEU282@G.H3.18 (241 ) (G.H3) \n", " G.h3s5 with 3 AAs ARG283@G.h3s5.1 ( 242) - ILE285@G.h3s5.3 (244 ) (G.h3s5) \n", " G.S5 with 7 AAs SER286@G.S5.1 ( 245) - ASN292@G.S5.7 (251 ) (G.S5) \n", " G.s5hg with 1 AAs LYS293@G.s5hg.1 ( 252) - LYS293@G.s5hg.1 (252 ) (G.s5hg) \n", " G.HG with 17 AAs GLN294@G.HG.1 ( 253) - ASP310@G.HG.17 (269 ) (G.HG) \n", " G.hgh4 with 10 AAs TYR311@G.hgh4.1 ( 270) - THR320@G.hgh4.10 (279 ) (G.hgh4) \n", " G.H4 with 27 AAs PRO321@G.H4.1 ( 280) - ARG347@G.H4.27 (306 ) (G.H4) \n", " G.h4s6 with 11 AAs ILE348@G.h4s6.1 ( 307) - TYR358@G.h4s6.20 (317 ) (G.h4s6) \n", " G.S6 with 5 AAs CYS359@G.S6.1 ( 318) - PHE363@G.S6.5 (322 ) (G.S6) \n", " G.s6h5 with 5 AAs THR364@G.s6h5.1 ( 323) - ASP368@G.s6h5.5 (327 ) (G.s6h5) \n", " G.H5 with 26 AAs THR369@G.H5.1 ( 328) - LEU394@G.H5.26 (353 ) (G.H5) \n", "\n", "Will compute neighborhoods for the residues\n", "R131\n", "excluding 4 nearest neighbors\n", "\n", " residue residx fragment resSeq GPCR CGN\n", " ARG131 861 3 131 3.50x50 None\n", "\n", "Pre-computing likely neighborhoods by reducing the neighbor-list\n", "to those within 15 Angstrom in the first frame of reference geom\n", "'':...done!\n", "From 1035 potential distances, the neighborhoods have been reduced to only 104 potential contacts.\n", "If this number is still too high (i.e. the computation is too slow), consider using a smaller nlist_cutoff_Ang \n", "Streaming over trajectory object nr. 0 ( 280 frames, 280 with stride 1) in chunks of 10000 frames. Now at chunk nr 0, frames so far 280\n", "#idx freq contact fragments res_idxs ctc_idx Sum\n", "1: 0.88 ARG131-TYR391 3-0 861-350 11 0.88\n", "2: 0.69 ARG131-TYR326 3-3 861-1028 95 1.56\n", "3: 0.44 ARG131-TYR219 3-3 861-946 65 2.00\n", "4: 0.12 ARG131-ILE278 3-3 861-980 84 2.12\n", "These 5 contacts capture 2.12 (~100%) of the total frequency 2.12 (over 104 input contacts)\n", "As orientation value, the first 3 ctcs already capture 90.0% of 2.12.\n", "The 3-th contact has a frequency of 0.44\n", "\n" ] } ], "source": [ "R131_MD = mdciao.cli.residue_neighborhoods(\"R131\",traj, \n", " ctc_cutoff_Ang=4,\n", " no_disk=True,\n", " GPCR_uniprot=GPCR,\n", " figures=False,\n", " CGN_PDB=CGN,\n", " accept_guess=True)[\"neighborhoods\"];" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Please note that, because the molecular topologies differ, the residue ``R131`` is has different indices in each topology, namely 1007 in the X-ray crystal, 861 in the MD simulation:" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "({1007: },\n", " {861: })" ] }, "execution_count": 26, "metadata": {}, "output_type": "execute_result" } ], "source": [ "R131_Xray, R131_MD" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "That will frequently be the case when comparing different proteins of the same family, or topologies where not all sub-units have been modelled etc or antying that produces a shift in these indices. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "``mdciao`` *understands* ``R131`` automatically and doesn't ask more questions, as long as there's an obvious ``R131`` candidate. Otherwise the user will be prompted for disambiguation. \n", "\n", "In this case, now we create a dictionary of ContactGroups that represent the R131 in both topologies:" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [], "source": [ "R131 = {\n", " \"Xray\": R131_Xray[1007],\n", " \"MD\" : R131_MD[861]\n", "}\n", "#np.save(\"R131.npz\",R131)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now we can just pass this dictionary to ``cli.compare`` to see their contact frequencies. This module is pretty flexible on inputs and outputs, check the [documentation](http://proteinformatics.uni-leipzig.de/mdciao/api/generated/generated/mdciao.cli.compare.html#mdciao.cli.compare) to learn more: " ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "These interactions are not shared:\n", "Y219@5.58x58\n", "Their cumulative ctc freq is 0.44. \n", "Created files\n", "freq_comparison.pdf\n", "freq_comparison.xlsx\n" ] }, { "data": { "image/png": "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\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "mdciao.cli.compare(R131, ctc_cutoff_Ang=4, defrag=None, anchor=\"R131\");" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.12" } }, "nbformat": 4, "nbformat_minor": 4 }