diff --git a/doc/source/examples/AMSPlumedMD/ams_plumed.ipynb.rst b/doc/source/examples/AMSPlumedMD/ams_plumed.ipynb.rst index 201fd29c9..b73eab0c5 100644 --- a/doc/source/examples/AMSPlumedMD/ams_plumed.ipynb.rst +++ b/doc/source/examples/AMSPlumedMD/ams_plumed.ipynb.rst @@ -100,6 +100,9 @@ Calculation settings # s.input.MLPotential.Model = 'M3GNet-UP-2022' # if you have ML potential license and M3Gnet installed # s.input.dftb # if you have a DFTB license + # setting the random seed to ensure reproducibility. You should generally not include this + s.input.ams.RNGSeed = 12345 + # MD settings s.input.ams.Task = "MolecularDynamics" s.input.ams.MolecularDynamics.NSteps = nsteps @@ -158,6 +161,8 @@ Calculation settings End End + RNGSeed 12345 + Restraints Distance 1 2 1.2661886450379047 1.0 End @@ -188,10 +193,10 @@ Run the job :: - [12.01|16:08:19] JOB dissociating-carbonic-acid STARTED - [12.01|16:08:19] JOB dissociating-carbonic-acid RUNNING - [12.01|16:08:20] JOB dissociating-carbonic-acid FINISHED - [12.01|16:08:21] JOB dissociating-carbonic-acid SUCCESSFUL + [11.03|13:47:36] JOB dissociating-carbonic-acid STARTED + [11.03|13:47:36] JOB dissociating-carbonic-acid RUNNING + [11.03|13:47:37] JOB dissociating-carbonic-acid FINISHED + [11.03|13:47:37] JOB dissociating-carbonic-acid SUCCESSFUL Analyze the trajectory ~~~~~~~~~~~~~~~~~~~~~~ @@ -222,6 +227,7 @@ Extract the O3H6 distances at each stored frame, and plot some of the molecules view(mol, ax=axes[i_ax]) # mol is a PLAMS Molecule axes[i_ax].set_title(f"frame {i}") i_ax += 1 + plt.show() .. figure:: ams_plumed_files/ams_plumed_11_0.png @@ -277,10 +283,10 @@ PLAMS makes it easy to extract any frame from an MD trajectory. As an example, l :: - [12.01|16:08:27] JOB ts-search STARTED - [12.01|16:08:27] JOB ts-search RUNNING - [12.01|16:09:07] JOB ts-search FINISHED - [12.01|16:09:07] JOB ts-search SUCCESSFUL + [11.03|13:47:44] JOB ts-search STARTED + [11.03|13:47:44] JOB ts-search RUNNING + [11.03|13:48:11] JOB ts-search FINISHED + [11.03|13:48:11] JOB ts-search SUCCESSFUL .. code:: ipython3 @@ -303,15 +309,15 @@ PLAMS makes it easy to extract any frame from an MD trajectory. As an example, l :: Frequencies (at a TS there should be 1 imaginary [given as negative]) - -1427.002 cm^-1 - 307.787 cm^-1 - 364.254 cm^-1 - 545.556 cm^-1 - 703.642 cm^-1 - 744.026 cm^-1 - 876.638 cm^-1 - 1080.218 cm^-1 - 1117.900 cm^-1 - 1760.451 cm^-1 - 2064.254 cm^-1 - 3475.147 cm^-1 + -1431.372 cm^-1 + 321.023 cm^-1 + 367.843 cm^-1 + 544.548 cm^-1 + 703.407 cm^-1 + 742.540 cm^-1 + 877.320 cm^-1 + 1080.540 cm^-1 + 1124.406 cm^-1 + 1758.547 cm^-1 + 2063.143 cm^-1 + 3472.487 cm^-1 diff --git a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_11_0.png b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_11_0.png index b3ebb83b7..45f5041f9 100644 Binary files a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_11_0.png and b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_11_0.png differ diff --git a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_13_0.png b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_13_0.png index 4bdc33aba..e28fb4745 100644 Binary files a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_13_0.png and b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_13_0.png differ diff --git a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_14_0.png b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_14_0.png index 3eddea577..6d027ca9c 100644 Binary files a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_14_0.png and b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_14_0.png differ diff --git a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_16_1.png b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_16_1.png index 129723972..d8740ea5e 100644 Binary files a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_16_1.png and b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_16_1.png differ diff --git a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_18_1.png b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_18_1.png index 1f49dbf3c..e804ce6cf 100644 Binary files a/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_18_1.png and b/doc/source/examples/AMSPlumedMD/ams_plumed_files/ams_plumed_18_1.png differ diff --git a/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst b/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst index da7d8305f..e9bff4e7b 100644 --- a/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst +++ b/doc/source/examples/COSMORSConformers/cosmors_conformers.ipynb.rst @@ -27,11 +27,16 @@ Initial imports Set up conformer generator ~~~~~~~~~~~~~~~~~~~~~~~~~~ -First, we input the acetic acid molecule with the ``from_smiles`` function +First, we input the acetic acid molecule with the ``from_smiles`` function and provide the optional compound information that can be written to the COSKF file. .. code:: ipython3 mol = from_smiles("CC(=O)O") + mol_info = { + "CAS": "64-19-7", + "IUPAC": "Acetic acid", + "Other Name": "Ethanoic acid; Ethylic acid", + } Now, we’ll specify a conformer generator (identical to the default) that generates only 50 initial structures: @@ -74,27 +79,28 @@ Finally, we give this information to the ``ADFCOSMORSConfJob`` class. We also sp final_filter=fil3, coskf_name="acetic_acid", coskf_dir="test_coskfs", + mol_info=mol_info, ) job.run() job.results.wait() :: - [19.03|15:33:37] JOB plamsjob STARTED - [19.03|15:33:37] Waiting for job plamsjob to finish - [19.03|15:33:37] JOB plamsjob/conformers_uff STARTED - [19.03|15:33:37] JOB plamsjob/additional_1 STARTED - [19.03|15:33:37] JOB plamsjob/adf_conformers STARTED - [19.03|15:33:37] JOB plamsjob/adf_filter STARTED - [19.03|15:33:37] Waiting for job conformers_uff to finish - [19.03|15:33:37] Waiting for job adf_filter to finish - [19.03|15:33:37] Waiting for job additional_1 to finish - [19.03|15:33:37] Waiting for job adf_conformers to finish - [19.03|15:33:44] JOB plamsjob/conformers_uff SUCCESSFUL - [19.03|15:33:45] JOB plamsjob/additional_1 SUCCESSFUL - [19.03|15:43:18] JOB plamsjob/adf_conformers SUCCESSFUL - [19.03|15:43:19] JOB plamsjob/adf_filter SUCCESSFUL - [19.03|15:43:19] JOB plamsjob/replay STARTED + [11.03|14:09:35] JOB plamsjob STARTED + [11.03|14:09:35] Waiting for job plamsjob to finish + [11.03|14:09:35] JOB plamsjob/conformers_uff STARTED + [11.03|14:09:35] JOB plamsjob/additional_1 STARTED + [11.03|14:09:35] JOB plamsjob/adf_conformers STARTED + [11.03|14:09:35] JOB plamsjob/adf_filter STARTED + [11.03|14:09:35] Waiting for job adf_filter to finish + [11.03|14:09:35] Waiting for job conformers_uff to finish + [11.03|14:09:35] Waiting for job additional_1 to finish + [11.03|14:09:35] Waiting for job adf_conformers to finish + [11.03|14:09:42] JOB plamsjob/conformers_uff SUCCESSFUL + [11.03|14:09:44] JOB plamsjob/additional_1 SUCCESSFUL + [11.03|14:20:21] JOB plamsjob/adf_conformers SUCCESSFUL + [11.03|14:20:22] JOB plamsjob/adf_filter SUCCESSFUL + [11.03|14:20:22] JOB plamsjob/replay STARTED ... (PLAMS log lines truncated) ... .. code:: ipython3 diff --git a/examples/AMSPlumedMD/ams_plumed.ipynb b/examples/AMSPlumedMD/ams_plumed.ipynb index 2959b6de4..ecff05e71 100644 --- a/examples/AMSPlumedMD/ams_plumed.ipynb +++ b/examples/AMSPlumedMD/ams_plumed.ipynb @@ -180,6 +180,8 @@ " End\n", "End\n", "\n", + "RNGSeed 12345\n", + "\n", "Restraints\n", " Distance 1 2 1.2661886450379047 1.0\n", "End\n", @@ -219,6 +221,9 @@ "# s.input.MLPotential.Model = 'M3GNet-UP-2022' # if you have ML potential license and M3Gnet installed\n", "# s.input.dftb # if you have a DFTB license\n", "\n", + "# setting the random seed to ensure reproducibility. You should generally not include this\n", + "s.input.ams.RNGSeed = 12345\n", + "\n", "# MD settings\n", "s.input.ams.Task = \"MolecularDynamics\"\n", "s.input.ams.MolecularDynamics.NSteps = nsteps\n", @@ -265,10 +270,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[12.01|16:08:19] JOB dissociating-carbonic-acid STARTED\n", - "[12.01|16:08:19] JOB dissociating-carbonic-acid RUNNING\n", - "[12.01|16:08:20] JOB dissociating-carbonic-acid FINISHED\n", - "[12.01|16:08:21] JOB dissociating-carbonic-acid SUCCESSFUL\n" + "[11.03|13:47:36] JOB dissociating-carbonic-acid STARTED\n", + "[11.03|13:47:36] JOB dissociating-carbonic-acid RUNNING\n", + "[11.03|13:47:37] JOB dissociating-carbonic-acid FINISHED\n", + "[11.03|13:47:37] JOB dissociating-carbonic-acid SUCCESSFUL\n" ] } ], @@ -294,7 +299,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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S2JBIJBKJRCKRSCS9gjQ2JBKJRCKRSCQSSa8gjQ2JRCKRSCQSiUTSK0hjQyKRSCQSiUQikfQK0tiQSCQSiUQikUgkvYI0NiQSiUQikUgkEkmvII0NiUQikUgkEolE0itIY0MikUgkEolEIpH0CtLYkEgkEolEIpFIJL2CNDYkEolEIpFIJBJJryCNDYlEIpFIJBKJRNIrSGNDIpFIJBKJRCKR9ArS2JBIJBKJRCKRSCS9gjQ2JBKJRCKRSCQSSa8gjQ2JRCKRSCQSiUTSK0hjQyKRSCQSiUQikfQK0tiQSCQSiUQikUgkvYI0NiQSiUQikUgkEkmvII0NiUQikUgkEolE0itIY0MikUgkEolEIpH0CtLYkEgkEolEIpFIJL2CNDYkEolEIpFIJBJJryCNDYlEIpFIJBKJRNIrOPp6ABKJRNLXCCEwDQMzm0VzOnG4XKiq9MVIJBKJRPJVkcaGRCIZtBi6zsb332frc8/hX76cSCyG2+0mNXIk7rlzGTJnDr5wuK+HKZFI+gGZZJJYUxOxbdtQbJtAZSXhoUNxBwIoitLXw5NI+i2KEEL09SAkEolkZ9PS1MTL11+P91//YlgqRY2mEdE0nKoKto2tKLROm4byf/9H9R57yM3EIEIIgZ5OE2tuJhuPozkc+Csr8ZeUoDmkj26wkYjHWfzkk8QefZTytWup1nUCgOZykayvJ3344VQfdRT+8vK+HqpE0i+RxoZEIhl0tDU18cB55xF+6y3GAMNdLqq8XjSvF8XpBCEQmQwkEiTKy8lcfTUV++3X18OW7AS62ttZ8vjjZJ9+muqGBsoMA7+qkgmFiH3ta4ROPJHK3XdH07S+HqpkJ9C0eTPP/OY3hF56iRGWxVCHgzKXC4fTmXuBaSJMk6bJk3FddhkVkyf37YAlkn6INDYkEsmgIpvNctMFF6A/9hgThGC0w8EIv59QKIQSDoPXC0JAMgnd3YiuLlqGDcN3zz2Ehg3r6+FLepE1H33EqxdfTPWHHzIcqHU4CLlcOcPCtsE0SXu9bD3tNIb94Ad4fL6+HrKkF+loa+P2c86h5M03GasojHA4qPX5cPv9KF4vaBroOiSTiESCzvp6HLfdRnj06L4eukTSr5AVkBKJZFDx/qJFfPTvf+OybTRA1TQ0lytnZPj9EApBJALhMOQ3FWUbN7L1/vuxbbuvhy/pJdatWsXD552H8733KAXKnE7CgQBaSQlKeTlKZSVKSQle02Tkbbex8eabMQ2jr4ct6SVs2+bBO++ke+FCvELgVhQ8LhdOny/nlCgrg4qK3FFSguL3U7phA53XXYeeTvf18CWSfoU0NiSDEtu2sSxLbh4HGZZl8cy//oWZTGILgakoGIqCqSigKKCqHx8OBzidoGmogPu558h0dvb1KUh6gXQ6zT3XXIO5ciU+wKuq+Dwe1EAApaQkt6GsrISKCpRwGE3TqP/rX+l+9dW+Hrqkl2hoaOCVRx/FaVmogKKqKA4HissFHg/4fBAIQDCY+9frBaeT0ldfZduiRX09fImkXyEr3SSDBsuyaF2/noaFC7HXrMGVyeDy+XCNHUvFrFlEhg+XedgDnGw2y/LFi3EBaSAlBEkhiJsmAV1HS6dRCsZGNpvLxxYCS1EQjY20NjQwXBaBDjjeXriQDW+8wWQhckIAmpar3XG7c5vIQCA3J/JpM0oqhTsWo/nuuwntsw8ur7evT0HSw7z5xhvE29uxAQPI5g9LCJT8QSELvbBmaBpaIkHrggXU77efFJWQSPIMSmPDtm2SnZ10NjRgJJO43G4CtbWEKitxuFx9PTxJL7CtoYGFt96K89lnqY1GqbBtIqqKS1FQVJVUJMLKgw9m6JlnEq6r6+vhSnoJXdfpisXwA3EgJgRdlkVQ1/GkUpSqKqph5DYJuo5IpbB1naRtkzAMXO3tfX0Kkh7GsixeWrAAI53GFAJDUdDJbSwFfLypFOLj6JemgariWraM9o0bqZk4sY/PQtKT2LbNqlWryFhWziGhKCSEIGZZJHWdcDqdmwOGAZYFmQyYJlgWOqCsWoWp6zjd7r4+FYmkXzDojI3GDRtY8sAD8Pzz1LW3U2ZZeDUN3e9n45574jvlFKpnzJAe7gHE6iVL+PcFF1D90UfUKQrVDgflbjculwtUFUUIXKkU4b//nbalS8lceSVVU6b09bAlvYCa90B2Ap1AWAh8loVb11EVBdOyCKXTuAAsCyuTIanrdFoWXYpClXRGDDgMw2Dt2rVkyUW7kkDctomZJqFsFncqVYx2kM1CNouwLCwh0GMxUuvXS2NjgCGEoL2jgwQQI+eU6LZtOgwDbyaDpmn4LSsX/bJtSKchnSZjmsSEIBOPY2Sz0tiQSPIMGmNDCMF7r73G27/6FcM2bmSEolDrdBJ2OtEUBZJJql54gcxbb7HxjDMY9v3v45ILxS5P0+bN/PX886lesYKIohDWNMIeDy6/H3y+XP6tbaOk05BIUPnRR7RddBHJP/0Jf21tXw9f0sO43W5q6+p4f+NGWgE/4LJtVMPAFIKUaRLKZPACqm1jmiZpw6DbtmkLhxlZXd3HZyDpaWzbprO7Gx2IAt1C0GXbBHQddypFBeDW9VxEwzQhmcTSdeKWRQLIdnUhCulXkgGBoihEIhFi5JwSEcBv27hNEy2TwRKCMl3Hp6o4hEAYBplMhphh0G7bRL1etII0rkQiGTzGxtJ33uHJ889nxLZtlKoqpS4XYZ8Pze9HKRgV6TSeRIL6m29mi6pSf8YZMsKxC2MYBvf98Y9kVq7EC7gVBbfTidvrRQkGc6pDHk9R5lRRVYRlUbpiBQ233cbwSy+VDbwGGC6Xi9mzZ/PWm2/SZNu4hUAVAtuyyApBwrIIKgoeQBMC27ZJ2zbdikJ89GgqpPTtgENVVUKRCGvZMdrl0nUUQDdNIuk0HlVFtSzMbJZkNpszQIFQMCgNjQGGqqqMHTsWXdNoMU0CkFsrTBNbCLK2TVzX8SsKTiHAtskaBknLog3IjBiBy+Pp69OQSPoNg2In1dXZyZ1XXUXptm14AY+m4XW70QKBnIRdIJDLxU2lUDQNR1cX5XfcQftee1E1fXpfD1/yP7Ju3TrefvZZxgqRk11TVRRNyykMud0fK4oUlIjyhZ9aJoPvmWfoOOUUKseO7evTkPQgiqJw2GGH8fe//53NmzahArYQ6EDKtonaNoG8seEGQqpKl6LQ4HIx+/jj8cq+CgMOl8vF2LFjef+dd2gWAh+5aJdimsVoV5em4VUUHPloV8ayiNo2zcEgw0eO7OtTkPQCs2fPJlxSQnt7O14h0MhlSBiWRdq2iSoKXkXBBSi2jSEECaDN7WbmgQdKA7QXEEIQb2+nffVqsu3tqJEI1aNHExwyBFU6hvs1g8LYeOnll9m2dCkV5DYb5CXscLlym02/P5ePu53SiC8aZcv991O+224yurGLsvCtt0h2dhbVRAxAVxRMwCEEO9wKti/81DScnZ1sfestaWwMQIYOHcqPfvQjfv3rXxOPRqlSFGrdbtptm07bxm/bBIRghtfLBL+fFfE42w46iL0OP1xuIAYgqqryjW98g4ceeojmTCbnwQYs2y5GuwL5jaUmBMK2yQhBl6KQmjCBIbKB24Bk5MiRHHLIIfztb3+j0bJyhga5up64EAQBH1BIljIUhSigTJ3KuNmz+2rYA5Z0KsXbDzwA993H6OZmyk0Tp6aRLCtj5eGHM/yMM/CXlfX1MCWfw4Dvs2FZFm+88gp2Pie7oDJSUBrBtj+Wr9teZ19R8CxaRFLq6u+SCCFYuXIluhCkhcgVfgpB3LJIGgYim0Wk05BK5Y5MBgwDke+9ods28RUrEIW5IRkwKIrC0UcfzXnnnYff5WKYEBzs93NaKIRXVVli22zRdQxVRXc48EQiHHfOOfgDgb4euqSX2Guvvdhvv/1IKQpbFIUGyB1CsMm22WRZbDRNNloWG4RgvaKwzutlj1NPldGuAYrD4eDss89m8uTJuAyDiKIQ1zQ2AhuFYCOwAWhTVTSXiziwqaqKwy64gEA43LeDH2Dous4T111H6qqrGLttGzU+H8GqKjwlJZTFYoy96y7aLrxQ9kHqxwx4YyOdTrNx0yYyQIr8hlMIoqZJprDhTCRyRypVVBoxhUBvayPW0dHXpyD5HxBCEE8kSOZD23EhcooipklHNksilULEYojubujuhlgMkUwidJ2UZZEQAqO7G9uy+vhMJL2B0+nk+9//PrMPOoikopBSVdxOJ/UOB2sti24hSKoqGacTh8OBret9PWRJL+L1erngggsYM2YMcXKGxnohWA/FY13+2KaqdDsc1Bx/PNMPPlhGuwYwtbW1XHXFFYwMBDhC07i0tJR9vV42KQqrhcCybWYHAhwUiTCupIRvX345E2fM6OthDzg+eO01mu6/nzIhKAkEUCsrUWprc0d5OQ63m/IXXmDdnXdiyXt2v2TAGxu2bZPOZnPydeSVRiyLdsOgNZUiE4shuroQnZ2I7m5EMomp60Tz0ofITcYuiaIoeL1e4opCF9AFdNo27ZZFSzZLUzJJZyxGtrsbs6sLMxpFTyaJZbN0WBadQMbvzzV4kwxInE4npZWVpFSVlKqiu1yUVVRw3Le/TcblIqGqZDQNW9NId3f39XAlvcy4ceO48cYbGV9fzxjTpMLhoFlRWKUorCBncFS6XBxXWsqBkQjHfO97uKVi4YCnpq4Oj8+HcDgIuFx8w+tliKqyOZvN1XI4nRiahq+qij322isnry3pMQzD4PmHH0ZLp9FUFdXtzqW/B4O5w+9HcblwCoH5xBNEW1r6esiSz2DA12w4nU7CkQhbgHYgDPhsG5dhoACGbVOSyeBRlKLSSCK/4ewKhRghUyd2SRRFYfz48fxTUWgHgkLgEQJH3uthCEHSMAhqGm52lDmNCUGLouAbM0beOAY4oUiExnxkQ3c6CbrdzD/sMBY//jhJRSHjcGAaBhnZzG9QsNtuu7HPvvuSWrOGw4JBFIeDu7u7eUNRKI3HGe314ne7iek62Uymr4cr2QlkMhks08TSNAyHA0PTmDl3LqKlBXvpUkxNI+twoMvazl4hnU6zbvVqJuWzUhKmiTubRaRSKLada75q2+iA0dJC66ZNlNbU9PWwJZ9gwBsbHo+HiRMn8s7ChbQAfiFw2jaqaWLZNinLoktVc8V/to1lWTn1ESHoGDaMYFVVX5+C5H9k5syZ+EMhWqNRvOQL+WwbKy9dmFBV/IqSMzbyMqdZ2yYKtIbDHLz33n06fknvIoQgUlZGKm9sZB0OLMvC53Cgut0kgZSqIjSNzs5O2UthkBCMRGhTFLKKwjC3myNratjnO9/h6csvzxmlmoaqaaRjsb4eqmQnoagqtqKgOxzoDgd1Eycywu/H/ugjjPxjunRM9QqWZREzTdqBJtOkJJXC0dlJMJ1GtW1EMkkmm6XdtumwbdREoq+HLPkMBryxoSgKhx56KA899BAtsRgucrljdl5RJG7bBBUFL3ld/XwxcbumUTtvHh5Z/LfLMmHCBObMmcOTTz7JNkARAgvQhSCZl670Ay5AIyeBmlEUuhQF3777Uiu7Ag9oFEWhtLSUlG2TVFWyTid6NotuWRAIkMpmSasqTrdbFh4OEoQQhMJh0opCWlUxHA6cDgejx44l63CQUhQymoalqmSlsTEoyGazmJaFmU+X0p1OXH4/pm2j5KMdWU3DdDplX6ZewO/3Ex42jE2bNhG2LJypFFnTpNzpxAtYuk5C12m1bRqDQcZIB3G/ZFCY4tOmTeNb3/oWhqrSCGwW4mOVEdvOKYzkm/GEvF5UVaV98mRmH3ec9GTuwrhcLs4991zq6+uJAluATflrX5wD+WMb4HC7cakqzXV1HHjOObKD/CAgHImQ0TTShZQpRcHIZHCFQsXIhuF0kpLGxqBAURQiJSUkhSCV92QLy8KpaVhOJykgq2lYikI6Hu/r4Up2AqZpIoTAcjiKhoXicBCPRrHzBqnucGC73ajS2OhxnE4n8+bPZ4PTyWpghWGwLJ1mSSLBknic5ZkMq0yTblUlOWYM1aNG9fWQJZ/BoDA2nE4n5513HrNnz8Y0TcYbBvM8HkZ7vTQCa4Rgg2kSdDio9fupiEQ4/P/+jzJpIe/yjBkzhiuvvJK62lqq02n20zTGe710a1pOXUYIWm2bsR4Pe0cijPP7+fZ55zFGRjUGBeFwGDPvsc6qKrbTSSaZxBMIkIKcd9vpJBuPS5WTQUI4EiGrqqTz0semEDmZdK83F9nIbzCT0WhfD1WyExBCgKJg5Y2KrKZh55+zNA1D08hqGoZMo+oVFEVh/vz5TN1/f5YqCosVhQ9tmw9Nkw8tiw8ti3ZVZVw4zO7JJPHGxr4esuQzGDTfjsrKSm688UbmHHggqhDUOp0cEgyyh8vFYttmQzZLQlFIOxy4XC7CsjB8QKAoCvvuuy+/+c1vCLvdjNU0TgqHOScYxKGqLDVNkrqOyG8gFIcDbyAgI1qDBL/fj3C5cpENTcNyucgkk5RWVJAqeLedTrKZDHofFgSbpomu6+i6jm3b//0XJP8zoXAY3eEgDeiahikEtmHg8PvJABlFwXY4SMdisg/PICCTyaAbBpamFY0N8hEMO59GpecLxyW9QygU4vIrrmDW/Pms9Xp5R1V5S1F4U1F4GViQSLA8myUUjfLR5ZcTbW7u6yFLPsGgivlVVlYye84cXnnuORJ5qcsqn4/KoUOJf/QRcVUlpWmYhkFCpk0MGBRFYfiIEZhOZ86DrWmE3W6mOZ20+f0k1qwhlZc5NTWNuJQ5HTQUjQ3IGRuKQmdHB26fj7a8/G3A6cQwTTLpNL6d7ISIx+MsXryY7u5u/H4/paWl2LZNdXU1VVVVaHKD0+P4/f6Po12ahqVpmJkMLr+fVCJBRlVxuVyyQHyQIIQATfs4jUpVCQcCGKaJo2BsaBqGdFD1KrW1tdxwww28+eabvPLKK2xuaMDr9RIMBHj+b3/jya4ujvB6GbJ+Pa//7nfMvfRSfH5/Xw9bkmdQGRuKolBRWUlS00jkc7T9gQC//NWvuPSss4gLQUrTUISgW2o1Dyj8fj9G3luZUVVcTiejx4xh98MO486f/IRkfmNhaxrJ7m6pPDRI8Pl8CKeTKLDMMIi5XIglS9BcLkqmT6cRSNg2Hl3HSKd36tg2btzIP/7xD8rKypg4cSIjR46kvLwch8NBNpuloaGBoUOH4nQ6d+q4BjperxfcbtJAVlURTifZVAqX30+aXGqdqqrS2Bgk6LqOLQRm3qjIahqmbZNKp3FpGqbDQdbhwJRpVL2O1+vlwAMPZO7cucWoom3bVFVWcs811+Dt6OAbXi+h997jnXvuYd8f/ACHXB/7BYPu21FaVkbG6cwZG5qGUBQwDBzhMAkgpSjYbjfRlhYZIh9AeL1eFJ9vh5xrM5HAGQ6jaxopckaI7XSS6urq6+FKdhIejwdnKMRWr5ctLhciGMQXDBIOhymrqCBUWYlVWUl3RQXPPP88sZ20wezq6uL6668nkUhQWlpKSUkJpaWlOJ1OVFXF6/VSX19PS0uLTKvqYXw+X652h1wxuO10kk0mCYTDOWeFomA6naQTCfnZDwKy2SxWvkC8kEbl8njQnE5sTUMvHNI5tdNQVRVN09A0DafTyVnnnMOBxx/Pm/E4r7W30wV0PP00rz/+uKy16ycMOmOjpKQE3eXK1WdoGuQLQn3hMHEgqSgYTidJGdkYULhcLpx+P5m8pKXpdKLqOj6vl6yiFI0Qy+WSxsYgQQjBq6++Ck4nnlAIn8+H1+cjGAxSUlJCeXk5FRUVlJWVES4pYcWqVTzwwAMkelnHXQjB448/zqZNm3C5XGiahsvlwuFw7BBt0zSNkpIS0js54jLQ8fl8ufsCOQeE5XSSTCQIRyKkhSCdv0dYuo5hGH09XElvIwRC08iqKo1CsMnp5N0PPsC0baxwmIzTSdbhALdbSt/2EX6/n19ddhmT58zhlc5OFnV0kFFVGv7xDz5auBBd10kkEqTTaWl89BGD7ptRUlKC7XKRJBcOR1Ggu5vKqirimzaRUBR8TidGdzeGrkv50wGCqqq4g0HSHR2kVRWv04kiBG63O+elJDcf3JqGEY3KNKpBwJo1a7jllluAnDHqdrvx+XyEQiEikQiBQABN0zAMg3g8jqIorF27lpdffpn58+f32vwwDIMXXngB0zQxDANd13PeVctC07Qd3tfj8bBp0yZGSbnHHsPtduP0+UhnMmRVFcXhQKTTBCMRGhSFTMHYME0MXcfj8fT1kCW9SCqVQvd4WOlw4BACX0kJ8bY2KuvqELW1rDdNIpkMIY9H1lD1IRUVFVx1442cfuKJvLx+PQ6fj7E1Nbx8++088swzZG0bl8tFbW0ts2bNYtKkSfJ67UQGXWTD7/ej+ny5lKl8cVeio4NgVRVJcpEN3elET6XI9qH6jKRncTgceILBYhqEke8WrSgKqtebUyPKp1dZ6TSGrvf1kCW9iGVZ/OUvf6G7uxtN01BVNTdHPJ5cE6lwmNLSUsrLyykrKysaH263m7feeoumpqZeG1symWTLli0kk0ni8TjRaJSuri7i+b4OhfROke96H5OqSD1KYa3ICEFGVdGdTpLRKC63Gz1fOG44HOiWhZHN9vVwJb1Ia2srzy9YQLC2FmcoRDAUKjojSkpKKCsrI1hWRqqigna3m02bNvX1kAc1I0eO5MobbkAtL+fVrVtZ09WFLgSJeByHw4GmaWzevJkHHniAxx9/XEYmdyKDzthwOp34S0tJkavPMF0usrEYVUOGELesXKGww0EmncZIpfp6uJIeQtM0vIFAMYJhOBwYloVlmjgLj+dzsW1dl4bmAKe5uZk33nijGCVQFKWYB+x0OnG73Xg8Hrxeb/HweDw4HA6SySTLli3rtbEVcpG7u7tpa2ujtbWVpqYmNm/eTFdXF5ZlYds2hmHQ3t4u0wJ6GEVR8IdCJIRgTTbLO5bFu1u3sqGhgcrp02mqqGCj00mSXPdiycAkkUhwzTXXsHTp0uL33+/3EwqFKC0tpbKyksrKSsorKohEIqBp3H///b3qiJD8d2bOnMmFv/0tqWCQ1cCWUIjS6mqGDRvG8OHDqa2txev1snDhQhYtWtTXwx00DDpjw+FwECory3WIzTfsSsfjDK2tJa0oJCHXSdg06ZQSqAMGTdPwh0JkyBkVusOBARjZbC69SohiAzfDMDCksTGgWbNmDV1dXcXoQOGwLGuHo/B4IXJQME4++uijXtvk+3w+xo4dSzwep7GxkcbGRjZv3sz69etZtWoV69evZ8uWLWzcuJF169ZRWloqU/56mFBJCe1+Pxs1Dd3vx1sQDaisxF9ZSaqsjPZIhFffeIOMXCsGHEIIHnnkEd5++22cTicOhwO3243X6y0aGxUVFVRVVVFRUUFJSQmBQIBoNMrTTz8tPeZ9iKIoKIpC+ZAheKurcQcClJaWUl1dTU1NDZWVlYTDYTRNY8GCBSSTyb4e8qBg0NVsOBwOSkpLaRSCBLkCwKbmZrQPPyQ0ahQdfj9+pxMnEJW9NgYMiqIQKSlhSz7nWnc4cg2Z0mk8BUlLyOmoZzLo/SSqJYQgm82SzWbRNC2XTy6l/L4yTU1NOaPSMD5VG5FKpYjH47k6H7cbwzBIJpNkMhkMw8CyLLp6UUTA4XBw5JFH8srLL9Pa0oI7Xzem6zqxWIxIJILL5SKbzaLrOjNmzOi1sQxGlixZwtZt2/BFIvh8Pvx+P8FgkGAwiMfjQVVVDMMgnU7z9rvvYtg2xxxzzE77XmYyGdra2tDz9SLhcBi/3y8Nzh6ku7ubhx9+GPhY+ahgcBTqukKhEA6Hg0wmU1yn0+k0q1atoqGhgdGjR/fxWQxObNvmzTffLDqLYMfIdSFtVlEUWlpaaGpqktdqJzDojA1VVSmrrOQjYJGug8uF1+PB29VF7ZgxKKrKVkDNZlmzfj2T9thDFgAOEEIlJWSE+Fg/3+UilUgQLimhK68yozscmEIQjccZ0sfj3bZtGwsXLkQIUZQ+9Xg8KIpCXV0dAdnl/n9GVVUsyyoaHLquk8lkSCaTuFyu4obS6XRi23bRAEmn0+i63uupS3vvvTd7TZ3K7kOGoHq9vL1+PbFYjNbWVkKhEGq+18Pxxx9fNEYkX53W1lauvfZakskkkUikuLkMh8OUlJTg9/vRNI1sNlsUDfjggw8YO3Yse+yxR6+OzbZtFi1axOLFixkyZAgjR47E4/EQi8VobGxk6NChOSUtyVdm2bJlbN68mVAotENUc3vDw+l0FtcHl8tVjIDE43GWLFkiN7B9hGVZdHZ2YhgG2WyWZDJJd3c3Ho8Hj8dDMpkkkUjkOsPrOt3SqbxTGHTGhm3beP1+siUlmH4/wUCAQCCA3+/Pae47nQghME2T95cuRReCY489Vi7iuzhCCCKRSE7OUlHoBpo0jaZ338UUArWmhjaPB3++18bO6qfweWN97bXXeO6556ivr2fs2LHU19dTWVlZNHxbWlowTTOXKyz50gytq0NRlGI0w+VykU6ni2pPpmmSTCaL60Eh4pFKpUin0wR8Pmzb7jU1kw/efZdaVWXfMWOYMnkyB7a28ou776ahoYFAIMCECRP4/ve/z9ixY3vl/QcrTzzxBBs3bqSkpARVVYv1OwXRgHA4XPRmq6paNFJfeuklJk2a1GuOKdu2efrpp3n99deZMmUKdXV11NXVEQ6HURSF6upqGhoaqKysxC+7Jn9lVq5ciWmaRe+4ZVmYprlDFFTXdYQQxeho4XVCCBoaGnpd0dA0Tbq6uojFYjvMUXWQNxfUNI1gMEg6nSaZTNLV1VX8zrrd7mKEOJFIYCWTGPmeajIy2LsMOmNj0aJFLFiwAH9eWWZ79ZlAIIDH4yluLhKJBMuWLcPn83HUUUdJmbRdGEVRiEQipIRgjWXxUSqFw+fD296Oy+2mbMwYEsAKy8KtqkT7UP528eLF3H777YwbN67Y0K2srKy4iVAUhZqaGpqbm3E4HDLC8SWJx2Ks/fBD/IpCNJ/64HA4ijdpIQS6ruN2u4vfedM0ixtLI5PBWrGCf91zD/seeSSlFRU9Pr4n/vxnZg4ZwrBIBKdh4E6nOejAA3GVlDB16lSmTJkiN5U9TDqd5vnnnwcofvcVRSn2OSkIBhQaKxY2L06nk61bt7Jx40YmTJjQK2NbtWoV99xzD1OnTiUYDBIKhQgEAsUxAtTX17Nt2zZ8Pp/cOH1FYrFY0bgoGBiFNKlEIoHb7UYIgSNf31no4VCIlCYSiV67fwgh2LhxI6+88gp+v59hw4ZRVVWFqqps27aNyspKKnp4TdqVUFWV2bNns2DBgmI6rGVZxONxXC4Xtm0XnUcTFIVlDz9MoKqKyV/7mvze9CKDytiIx+PcfPPNpFIpIpFI0WtVyMEshMkhp63tcDiwbZv33nuPKVOmMH78+D4+A8n/ihACl9uNKCsj4fcT8Pvx+Xz4fL5iREtRlKLKz4tvvIE3EmHWrFk71VOUzWa59dZbMQyjuJEp9IAAdlgMq6uri5uLwe7N+iJYlsVHH3zAg3/8I8n165ldU8OzmzaRTqWKRoUQAsuyyGazOJ3OYqTDtm1M0ySbzVIDDPF4aH3uOR5btIgpRx/NbnPm4PF6v/IYhRAseOYZAvE448aNo8TpJNXezrquLk4580xCodBXfg/JZ9PZ2Vn0SBe81AWBgO03nqqq7iAaUPBub9iwoVeMDSEEjz32GKlU6lPqadv/H3LS7qlUShqiXxGv11tMsyxEPzOZDIlEAofDgRCi6KSwLOtTaZafbMDZk3z44Yfcd999jBs3jjFjxjB8+HDKy8txOBwMGTKEtrY2mpqaGDKkrxOB+46DDjqIhx9+mKVLl2LbdrGpnyPfdNGyLDKxGGlVxVdRweKbb8b/i18wcuLEPh75wGVQGRsLFy5kxYoVBIPB4mLtcDhwuVz48p2Dg8EgqqricrkwTZNUKkUymeS1115j7NixclO3i7J27Vr+/Oc/EwyHi7mbfr9/hxQ6VVUxTZNMJkMqleKpp54iGAyy22677bRxrl+/nvfff5/Ro0fvsOH5JIUbmdvtJp1Oy83FfyHa1cXTf/kL7z/xBCHbpi4UQjgcTK2o4N3mZpRksrjJLHgxCx5sRVGKRoieSmFaFm2mSbXfj6erizW33srGl19mzxNPZMTkyV8pAtrV2cmCBx/kwPJyhgWDqNksja2tlO2xhzQ0epmCt7Pgrd4+mrW9aIAzr1i3vWiAYRhEo9FeGVcmk2Hp0qXouk46nS6m8xUMn+03tS6Xi2g0KteDr0jBsVgQ5yjUY6iqWox8JpNJNE0rbmbT6XTxqK2u7pVxdXZ2ctNNN1FRUVGMcBVS+wrzoKKigpaWFjKZzKCtNy0tLeWSSy7hwgsvZO3ataTT6aJ0uQK4hWDsuHEsee89IrbN5EiED6+7Du8llzBk+PC+Hv6AZNAYG7Zt88Ybb2AYBkKIHZpgFYotC0VfBWPD5XIVG8E0NDSQSCTkDX8XJJPJ8Pvf/57W1lbC4fCnIlrhcBifz1fsFl24icRiMR577DHq6uooKyvbKWNdvXo1iUSiGLIvbCwKKRvbI/Id0OPxuNxcfA6WZbFk4UKevuUWzA0bGBoI4A4Gydg27bEYXsvCq2mkM5miB1vX9eJ3v7CZK3i4411dxOJxEpEIiUiEocEg5W43juXLef/ii1l74IHs9e1vU1pV9aXHKoTgmUceYUg8ztjhwwlrGsn2djbbNrP32qsXPh3J9hSiWAXjYfu0mULks7DxLNT0bJ8+01vfQdu2yWQyxGIxuru76ezspK2tjfLy8mL6TIFUKkVWNhr8ykyZMoWamhq2bt26Q4QTKEY+C2tEocazUMcRyGRQYzHSqRS+Hp4Tr732Gg0NDdTU1BT3LZ90biiKQkVFBU1NTdTV1fXo++9KTJkyhbvvvpsHH3yQF154gc6ODmLt7UyvqGBmVRXuUIjJp57Kc3feScS2mZDN8v7llzP7yiuJVFb29fAHHIPGTS+EYP369Tvo6X+y4KsQKi1IShaKvoQQxGIxqce8i/Lmm2+yaNGi4uax0Lht+yZNhbqI0tJSIpEIfr8fr9dLd3c377zzzk7r0JxKpTAMg+7u7uLR0dFBe3t7sSARKBrMhbC95NN0tLdz73XX8ehPf0pg40aGhUIEnE5SqRSNHR2sbWvDM2oUV1x7LXvssUfOmMh37N7+8+/q6kJRFE4++WTu+stfGL/ffizu6GDRli0sbWxkU3s7WSEI2zbKU0/x6jnnsOjxx8l8SfnktuZm3nrsMXYLh6nzelHSabY0NzN07ly8si6n1xGWxZBwGCN/H8hkMkVjo9BgsaWlhebmZlpbW+ns7CQajZJOpQjG43SuWEFbc3OPrxUul4uamppcJ/m2NjpaW9m6dSsbNmxg27ZtRYOno6ODzZs3SzGTHiDW1UW9308438QzmUySSqVIJBLEYrHiGtHZ2Ul3dzfRaJR4PI4zlWKK203s1Vd58LLL2NaDHcVt2+bdd98tRtsKx2f19FBVlY6Ojh57712V6upqzjnnHB566CH++fjjfOfUU+ns6iKTTBLevJmylhb2Pu44Xtu2jaZYjPK1a1l0+eXEe1HafLAyaCIbhaLvTxoZ24fICx4rTdPIZDI75GBm0mmy/aT3guSLY9s2zz33HLquF7Xot5cvdLlceL1efD5fUcrQNM1iyFXTNBYtWsTXv/51vD2Qk//fqK+vR1XVoveytLSUQCCA1+tFVVUqKiqKEY5EIkFjYyP19fW9Pq5dCdM0ef+NN3j+hhvwbNzIaL8fl9dL2rJoSybZkkjQ6nbz9dNP56TvfpdIJMIBBx7I888/z7PPPsvGjRuL60F1dTV77bUXRx55JOPGjUNVVe646y7+9a9/cfPvfsfC9etpj8fpDoUYGQhQ4/VS3t5O/PrrefHZZ5l0xhkM3W23T3kfhRDo2SzJaBQ9kcDhdPLUQw9RH40ypqqKoKoSb29nSzDInMmT++iTHBzous5bL73E83/5C9NdLkLl5ayIRncQDSh4s7fP2S/U8LhSKWpNk67XX+cfy5cz4fDDmXnwwQTC4R4Zn9Pp5MADDmDxG28wr76evcaOZa1psnbtWuLxOJFIBIfDQSqVIhaLMWXKlB5538GIEIJVy5fzh4svpiaTYcyECTy7fj2tiUQx8lmIehXuD4Xfs3SdiK6TDIep8HphxQr+/atfMe3009lt9uxivcBXGVtnZyfJZHIHY6ezs7N4fyikfG6vljXYi55VVcXr9eL1evnJT39KtKuLRc88Q6S2luqPPkKdNo3oIYfw8tNPE6mooP6dd/jg2muZ8ctf4h3AGQOmadLZ2kpq2zYU08RfWUm4thZnL0mpDxpjQ1VVSktLPxXFcLlcxOPxYu5lIYWmkE5T0GNWdZ1oWxv60KG4XK6+Ph3JFySTybB8+XKAT3WL3j5KAB93Hi2Epwv/LyzqtbW1vT7ecePGMXToUDZu3EhjYyOBQGCHFI7Ozk78fj9CCOLxOF1dXUwe4JtRIQSGrpPs6sLKZtGcTnwlJbjyPUe2p62lhSdvvZW2f/6TWiAUDGJrGl2ZDI3JJBuzWXy77cYvL7yQ3aZNK24mS0tLOeGEEzjmmGOIRqNks1lUVSUUCuH1end4H6/Xy9FHH83+++/PnXfcwT/uvpuWpibaAwHGBgKMCgapdDgIL13K5nPPpeGb32S3736XSL5gs7Wpifeeeoq2F14gvGkTZdksPk2jPh5nrNdLha5DMklDdzf1J5yAR3qqewUhBFs2bODR22+nfdEiKrxegpWV1AhBw7JlxUj29mkyhZQayBkgpmHgbW2lw+mkwuvF09HBurvuYvNzzzH1xBOZss8+uHsgb74sEuGQiROZNWwYYyorGe5wcM/bb7Osra1YZ5jNZpk7d668P30Flr7/PndcfDElySRV5eVoTieza2p4at06EonExwbmdinWkJsLsY4O4tksdlkZZiRCbTCIr6uLFdddR/OKFcw5+WT8weD/PLZCf6VEIkFnWxuxjo4dBELKysqK9Uatra3ouj7oDY1P4vV6uehXv+KCtjbefvtt5g0ZQvXbbzNz//15Zf/9eemllzi6vJwh//43HzidVM+bR6S2lkhdHdpXNBZ7E9u2i5FOr9dLMBhk+PDhn1uz07BpE8/dfjuOV15heGcn1UKgBoNsmzaNkjPOoHbGjB6vT1bEzsoP6WOEENx2221cc801xWLwQnFwYLteG263uyiVVsjZzaZSjEinCQtBaPx4ph12GJOnT5fNtHYBWlpaOOqoo4jFYoTD4WJRXSFtqry8nLKyMkKhUFEUIB6P09nZSUdHB93d3SSTSS688EJGjRrV6+MVQnDTddfx4P33kzJNyquqGD58OLW1tVRVVRGJRIryzPF4nFmzZg1YlTQhBE1btrD4iSdIv/QSpc3NBPJKL9mqKrR992XYEUdQMWoUlmWx6MUXeeuGGwht3EhlPpqRsm2aMhk2JZM0hUJ8/fTTOeHkk3us9sq2bVasWMH111zD+88/zyhFYZLfzzi/n+F+P6UA2SzdlZUETzmF7kiEF3/3O6rWrWOYZTEEKFMUQqqKBxC2TdbpRB86lCWzZjH30ktxyXWmx0nE4zz30EMs+/vfiWSzlEYiOLxe4qZJUyLB201NrIrH8fl8eL1ePB5PsXHb9nU88ViM6KZN1AeDDPX7qfX7qXC78do2ihC4p01jz1NOYfjUqf+zZ7u1pYUbf/pT5lVUMGPKFLzl5Wxrb+fqF16g2TTx+XxEIhGOOuoo9t13Xyli8j8ghOD9N9/kvl//mvJMhuqyMhSHg5Zkkg3d3SQqK1nT2EhnZyeKohQNDVVV8fv97L333hxwwAH8/oYb6Fy7lvHhMGMiEYaHQpQ6HAhdR0ycyN4//jE1o0b9z0bA66+/zjk//CHH7LEHh+23H5mSEtanUpRXVVFeXo7H4yGbzdLW1saoUaN2yj1rV6S1tZWfn3EGVR99xDcrKwkIQdsRR/DEyy8zedkypjoclNk2IYcDraSEztmzqTr7bKr6YV8j0zR58MEH6erqYsaMGYwdOxaPx0NzczNVVVWfyshYumQJt/70p4xYs4ZJQjBa06hzOvE5HChCkAoGiV50EdVHHtmja0n/NdV6mOamJrZ+9BFDfT4aM5kdWtYDO8hdFhQnClEQRyKBSwhcDgfm0qW8u2QJy8aPZ/djjmHctGk9Inkp6R0KYeVC+Puz0ucK8oVOp7MoY7i90oxlmjh20g08Ho2ydulSTtxnH4bX1fGvJUv4KJ8u0dHRQTgcLmqF77nnngO2S62u67z62GNs+sMfqNm8mZFCUKYoBBQFFyCamsgsXkzHww+z8ZRTWLVlC4l//pORQhAOBLBUlc5UioZ0mnWGgW+vvbjooouYPGVKjy6gqqoyefJkbr/zTp599lluue46FqxcSXMqRXsiwTi/n2EeD7UtLbRccQUP6Tp16TQVQBlQrmmUOxy5hV5VwbbxmybZTZsYtsce0MudygcblmWxZNEiXvzjH9FWr2ZMMIi/pARdUWiJRmmIRtlqWQyZPJmGxYuL3uxCVKMQ2SjUTE2YMIGyWbP412OP0dbcTHcgwDCfj1qfjzKHA3XRIj748ENWzJnDHiefzJCRI7/U/DMMg7/fdhuTMhkmRiJ4gVRTE282NJBwOqkqK2P33XfnkEMOobq6Wnqy/weEELz6wgs8edll1Oo61SUlADRHo2yORhl9wAGcccEFdHZ28uabb7J8+fJiI71x48Yxa9YsJk+ejMvlYq+99uLKK67ghUcfJZXJoGcyjA6FqPZ4cCxdyjs/+xmjf/QjJn796/+T8Tmkupo5Y8fy9ZEjGVtaiqusjO61a1mxYgWRSASXy0U2m8XtdjNnzpwe/qQGDpWVlfz2ppu48PTTWbhxIweXlxN86CFGCkE9MFQIaj0eXE4nSjJJ1VNPsXnZMqxbbqFm0qS+Hv4OvPHGG7z88ssccMABDBkyhHA+fbO+vp4tmzZRUVmJw+lE1TQSsRjXX3457tWrCQFBRSHscuELBlH9flBVfMkkXH89nSNHUr777j02zgEf2bBtmyUffMBfr7oKrbWVSDjMy1u2sDGv4FOQPS14rrbP0y00fzEaG6nRNIb4/VR5PIQdDpx5VSvHuHGMP+44JsyYIY2OfkgqleLoo45izdq1xchGIZIVCoUIhUIEg0F8Pl+xr0o2my2m0CWTSdR0mhNPPJEZc+b0uLrI9ti2zV233srGF1/kG9OnM3XcOFSPh5ueeIJ/LlqEz+8nGAxSX1/Pcccdx9y5c79yHnB/xDAMHrn1Vpr/+EdGp1LUqypDNC33vVNVUJTcJtw00S2LZmCpEPh9PtxuNwkh2JbNsj6TYUtJCYeecw6HnHDCTml+2N7ezj1//jP/+NOfqOjsZDePh0leL2O8Xt7RdTalUowFhisKdZpGrctFideL4vGgOBwgBGSziFQKy7ZpvOAChn3ve3IT+RURQtDW1MQzd95Jx9NPM0RRKA2HUVwuOg2DLfE465NJGDWKk37yE2bstRcvvfQSd911Fx999BG6rqNpWrHWq6amhsMOO4yT81GypUuXcvNNN7Hw+eepBkb7/dR7vdR6PJRoGk7TxAqFCH7rW+x+/PFEqqp2uKbZTIaG1avZ+v77JLdswS8EwepqOjWNxQ88wBGjRzN6+HDweFja3o41fz67zZhRdJpJ/jds2+aFZ55hwRVXMNSyqCopQWga2xIJ1sbjjPjmNzn74ovxf2LtsG17h4aK25PJZLj//vu56corKU+lmBIOMzYYpD4QIGBZ6IDrqKOY8d3v4v8SdT2ZTIY//PKXDO/q4utTp1JaV0fSMHj4gw94paWFYDCIpmnU1NTwve99b1A39vuiLF++nEtPO42vd3SQ0DR8mQwzHA4m+v0EIhEUrxdME9HVhRWPs2LWLMbdcQfufpLaalkWP/vZz4hGo3zjG99gv/32o6amBgAjm+W1v/2N7qYmHKqKpqqsb2nh/ieeYIZhMFUIJjqdTAwEKC0rQykvB5cLYjHEtm1smDuXEddd12Pry4A2NgzD4F8PPcSLf/oTZbZNeWkpqsvFlnicR9eswVCUYuFQQep2+4hHQcc82t5OurmZOp+PYYEAtT4f1V4vEU3DZRgI20aZOJH6I45g4n774fmcDalt28Q6O2nfsoVsdzeaqhIYMoTymho8Um2mx7Ftm6Xvv891v/oVH6xdi+J2EwwGi0Zm4Sg09ivk3xYiH+l0GjOTYVwmg9cwcA8dypRvfYuvzZ7dK4VjHy1bxg0/+xnfGDWKGRMmUDNkCB3JJG9s20ampgbN6WTUqFFMmDCh6L0YiLzxr3/x75/+lAmJBKMUhWEuF5UeDw6PB8XpzBkbhgHpNCKTwTQMGhWFFp+PNstiYybDatvGPWcOZ/7iF4yaMGGnbtZt22blypXccO21fPj000ywLIZ5vaxVVcYIwShFoV5VGeZyUefz4QsEUAIBKOTXZjLQ3Y2IRumuqED7+98JDRu208a/K2BZFl2trbRv2EC6tRVN0ygZOpTS4cPxRSI7XO9MJsPrTz/Nsttvp7KlhapgEI/fT1IItqVSrI/H2eJ2s+8pp3DsKacQiUSKv5tMJlm9ejXLly8nGo3idDoZM2YMU6ZMoaKiYof30XWdl156id/fcAMNH3zAKKeT0T4fwz0eatxuIkKgmSZ6bS3hk09m2uGH4/b7Wf3++zx7yy24332XumSSCtsmAvg0DUsI0l4vVVOnUjp+PC2JBB+MHs28H/xgQDoadiamafL8Y4/x2lVXMVJVqSwpwVIUGhMJVsXjjDn2WH5w/vn/k7qXEIJFixbxywsuoGvZMnYLBpkYCjHa76dc0xDZLMkpU5h8wQXUjB37qfVp+8LuQhTtkfvvp/nBB5k/cSL1w4cj3G4+aGzk+oUL6TQMRowYwTe+8Q2++c1v7hTHykBACMFbb73FNWecQUl3N/spCnt6PEwoLcVVXQ2hUO5e09KCaGmh1bJI3XMPI/bZp6+HDuTWwZNOOolsNssBBxzA7NmzmThxIg6Hg7atW7nvt7+FeBxHJoMjnWbB1q1s6u7ma8BUYKLLxaRgkKrKSpTKSvD5csbGli10BQK4H3wQf2lpj4x1wBobnR0d/O2mm9j6738zxOcjEg5jqiotySQbYzG2uVysaWrCNM1ih+ZC454CtbW1/OQnP2HMmDE8/PDDPHTffSS2bmWYx8Nwn486r5chHg+lDgduw8CybcwxY6g74QTG7rcf/nxeuBCCDWvW8Np995F99VVKm5uptG1CgNPtRhk9Gu3IIxl6xBEE8iFcyVejs72dJ/76Vz58+mnCqkpCVfn3xo24vN6igVEwNAsdxLcv9iuk0AWSScZrGgFVRdV1bNPEM3IkU485hol77423hzwc6VSKS378Y4Z0dLD/xImMHTYMoWksbm4mfOCBTNlrr0Hh3e7s6OA3J5/MkKVLmQCMdLkY7vUS2H5DriiQzUIymVsYk0nihsGHisIbuk5DdTUH/PSnHHbssX0qA5rNZnn++ef5/dVX07p+PaM0jYnASKDe4aDe7c71/QiHUSIR8Ptz55ZOQ2cndHRgJBJs/sUvGHX66X12Hv0J27bZuGwZ79x7L+4336SsvZ0S28atKNgOB9lhw7APO4yRJ5xAqLychhUreP6mm3C/+SZ1bjeRYBBT02jTdTYkEqwxDHwzZ/Ldn/2MCZMm9YgXLxaL8eijj3LnLbeQ3biRcW43Y7xehrvdDHE6Cdk22DbpiRNp3nNP3n3oIerb2hgB1CoKlYpCiariVVVUwLYs0kB29Gg+mDCBPX/9a8pkH4CvhGEYPHXffXx4ww2MdjqpDIUwFYXNySSr0mkmnXIKp55zzldWIGxububKyy/n5YceYqKmMTUQYHwgQK3bjUvXiUcilJxzDhPnz8fhdJKIRln13ns0LVqEtXUrLtPEX16Oe/hwnnvwQQ6pqmLKyJG4w2G2xeN8UFPDzKOOQtM0/H4/LpdrUNwnehIhBL+/8UYW3Xgj+wnBnl4vk8rL8QwZkluXDQOamxFNTbTF4zT88pfs+f3v94vP2bZtzj//fF5//XX23XdfZsyYwW677UZ1dTVbGxo47/TTsVMpPELgEYJ16TQZw2C6ojAFGO90MsHvZ2RpKa7ychSPB1IpRFMTrYD7sceI9FCvlgHnGhFCsHbFCv52+eU4V65kbDhMwO8nZZpsi8fZmE4z5hvf4LdnncWbCxfyyCOPsHr1apLJJLqu43a7qaur44ADDuD4449n6NChAJx77rl85zvf4bFHHuH+e+7hjU2bGO5yMcLnoz7vuSrTNEIrVxL/1a94feRIKk88kTFz5/LqK6/w0tVXU9PYyHAhqAEqgIim4bMstCVLMJcvp+Xpp4lecgm1U6f26We4K2MYBu++/jr/vu02rMZGRoTDBIJBbIeDDV1dLM/3TACKUoaf7BZd6MOSTafJtLSw0e2myuej3O0m4HCgrlvH8quuYuXo0Uw69lgmzJr1lVLohBA899hjGKtXM2nMGOp8PpyGwabWVpLV1cycPr1fLGw7g7ffeovYqlWMAFyqikvTclJ8fn/Oy+TzfWxs5CMciq7jtizKLAvHrFn831VXMWrcuD7/zNxuN4cddhjpdJpLLrgAoetYgKkomICpqtiqCg5H7nC5QNNyqVRuNzgcqEDi3XexTj21X6uh7AwMw+D5Bx5g4803U9/aSh1QoSiE8nU8imVhrl5NYu1aNi5YwOY99qDtyScZkUhQFQrhcLuJmiabYzFWp1Jsq6ri4HPO4eDDD+9RozQUCnHaaacxb9487r7rLh67914aOzuZ4HIxxu1mhMtFtcPB5g8/5N+LFjFBCMqEIKIoRFSVEqeTgMuFku8KrZkmjmwW1/r1VO+/P5Ee8jQOVnRd59E77mDdH/7AZJeLCr8f3bJyqVOmybTvf5+TzjyzRwRgqqurufb66/nbbrvxx6uvJtbZSSqbRff7GeH1UtHZSebSS3lz2TKsqVN5989/JrJiBUMyGaohF+FSVRTgeE3DDzhqakhksywRgn2OOopSmS71lVAUBX8gQFwIokCnbdOdzVKVSOSeN01EvnFnVAjSmUzfDng7VFXlqKOO4sUXX2Tp0qU4HA4SiQSVlZUYhsG+hx9OSUkJ7W1ttLe10bp0KdGGBtqEoA0osywi2Sz+eJwqcj19yGbJJJN0lZdT24Md6AfU3cs0Td587jkWXH01FdEo1Xl5zK5MhoZolAZN45vnnsuRJ5yAy+XiuKFDOfzww9m2bVtRKq68vJza2lpCodAOmxVFUaisrOQHZ57J0ccey2OPPMJ9d99Nw8aNjHQ6Ge3xMNzjoc7tplxVqVqzBuvii7m/ro5Xt21jTDRKBVAqBCWaRpnDQdjhQM170922zYgPPqDl3HNp+cMfqOpnRUi7As2NjTxy++1sXbCASqeTkrIynB4PadumrauLElXF1nWSsINmeiGitb1OuWmapFMp2ltbaVXVXPqc30+1z0eF201AUVBXrmTNJZewesIExh1/PBP22ee/Gh1CiJwhk0qhKAour5emLVt46u672T8cZkQwSEhRiLa3szaZZM/vfhfnIJGyFELw9htvoOo6CiAUBTQtV8vgdOY24G43FLzPLlduk57v7utVFPYYP56Rn5GW0JdEo1F0wyALZLY70kKQsW28llWsQUGI3M9CIAAbcDQ2YlvWoDY2bNvmqb/9jVVXXcW4VIrafB1PqdOJ0+HIGZ62jcsw8Jom3sWLURcvZpjPRyQUIqMobIvHWZtMstLhYMiRR3LJuedS20sdlhVFoaamhot/+UuOPuYYbr7pJt584gm2RKNMdrmoc7n4t6pSbdv4FQUf4FVV/E4nPp8PxefLeRlVNWdQJ5O4EwlGPfoo3QcfTNmMGb0y7oGAbduYhoFtmqiahsPlKkasstksD/3+9zTdcQdTPR7KAwEypkljIsFq22b6j3/Mt08/HafT2WPj8Xg8nP797zNl6lR+ef75vLJ0KQldJ53NMs7no1JVWXrvvSwWgpG6zhCgRlGo+ESES9g22dWr6Y7F2DR2LLVnnikNjR6iesgQOlwumnSdCsMgkJe9jsTjaLaNkUzSoetsURQC9fX96v4yc+ZMzj//fG699VZef/11GhoaKCsrY8SIEfzwhz8s1u4IIXjqqac477zzaNF1yoQgYNu4dB2RSJDQdcKaBqZJdyZD0/jxjNkupfSrMmDuXol4nEdvu42Gv/6VMZpGeSSCrWm0xOOsi8WI19Vx1qWXsucn9IM9Hg8jR45k5MiRX+h9FEWhoqKCM374Q44+9liefvpp/nrHHbywahWjk8mi52qYy4VfVXl59WqCtk1ACHzkvBQBp5OA243q9aK43bkbpWlCOk315s00XXEF2dtvx91D8pwDHT2b5Y1nnuGVP/2JQEcH40MhAoEAlqbRmUiwLZFgUyKBc+hQJpeUsHTlyh2aMxWMjYLKjG3bVFZWcv7556OqKn+69VYWv/MOTbEY9X4/dV4vNT4fFS4XQU1DXb6czUuXsmHSJMafcgqjZ878lLa+ruusWryY1QsWkFm6lHBHBwFFQSstZWM6zdRYjHFVVVQ5nVjJJJu6uojMn0/VTujt0V+wLIutW7ZgA4YQ6EAW0IXAJQTk00+A3L+FPimQixQAZmsrlmmi9iMDTclHMpKFQwjiQhCzLLpNE18mgzuVQoHc5lLXc3UbppkzSKQiFcvef5/Xb7qJCakUZYpCicNBiceDs7CG5m+SZDKQShEAhhkG20yTWCbDhnSa5bpO1+TJHHfBBczcd9+dUvOgqioTJ07k5j/8gYUnnsjN11/P86+/TkgIsm439YBTCDRFwaFpubpBjwclGMxF85zO3Hm5XCAEvmiUzffeS2T69EFtfH4Wse5uVr7yCltffRXn+vUEdR3N4cAaPpyy/fenauZMnrj7btL33stuHg9lXi8pXWdLIsFKVWWfiy/mW8cf3yvzQlEU9tprL+576CEu/+1vee3BB4l1d5PMZvG53bxmGIy0bUqBsKIQ/owIl7AsfNksrpYWnFVVjJYOyR7ja1/7Gp7aWtZu3IjPsiCdJmGalKoqLiHQDYMO26ahvp4j99yzr4e7A5qm8e1vf5tZs2bx7rvvEovFmDRpErvtttsOEVtFUZgzZw7Tp0/nnbffZqOi4BACYVmks1k6DIMAgBAkQiGmnXxyj64x/X61ymYydLW0kGprQ7UsvKWlhIYMwZPvBg2wedMmHrr0UpxvvskUv59wIEDGtmnq7mZ1KoV3//256OKLqevBIktFUSgvL+fUU0/l8MMP54knnuBvd97JhpUrGZNMMs7tJu5w0CwE5YALcCgKTk3D7XTi8Ho/vqE4HDnvVTwOQlD53ns0P/sstcce268s6P6GEIKNa9bw+M03k3nzTUa43ZSUlOBwu0kYBs3RKA3xOE2qytzvfIdjvvc9TNPk3r/+lccff5zm5uZi8zZN03A6nUQiEfbbbz/+3//7f4zK66HPnj2bF198kTtvv53333+fbfE4I3w+hubVZiqdTkKqirpkCY0/+xkN06cz/MQTGTVzJi63m4YNG3j0xhvJvPgitYkEQ4SgDAgBPkVhLJBVFBS3G0dJCS3RKE21tRz89a8Pqutv2zZZ08QAUuQ25QnLIm6aeLNZtFQKRYiP06gyGYRhYFsWKSFIAtl+WIJWUVGB5nIRzWaJAt2Qc0BYFj5dx5VO59aIbDYnf2sYkEqRyWTotCy6KyuLEdDBiK7rPHzXXfg7OggqCj5NI+B24/T7UQqpdQVjI5HIfWfyn69L13k/nWZJJMLEs87iR9/7HqV9kIbkcrnYf//92WOPPXjiiSe4+oorCMdixQiWUBSEqubOw+XK1Sb5/blInmmCbaOk05BKUfb++yRaWwnnVWcGO5Zl8f6rr7L4ppsoWb6cIbpOGRRlslm8mPQzz7C2vBxPSwvjvF5KvF6ShkFDIsEqj4cDLr2Ubxx5ZLFur7eorq7m+htu4MEZM7j5sstobW/HyMutBj4Z4fJ6cxGuvDGtmCakUjiSScavXMn6Rx5hwumnD6p7RG9RVVXF6T/8Idf95jcoqVQuGyKbpQRwKgq6EHT4fOx+1lmU55uz9idUVWXEiBGMGDHiP3aND4fD/PKXv+S8885jw7p1WEAa6LJtSmwbj6Kg+P1MOessRs6c2aNj7LfGRjIe561nnmHb448TXrOG0mQSn23j8HjYWF+POW8eE48+mo1r1/Lsr39N3ZYt1OW7/UZ1nY2JBKsVhSnf/z7fOfNM/L0kWaooCqWlpXz3u9/liCOO4JlnnuG+O+/kmSVLSHs8lKsqauHCKwqoKqrDkVtAfD4IBnM3F9MsejW1TIb0M89gHXEEjn7koe1PJBMJFjz0EB/ddRdV8TijQyF8fj+GotCeSLA5kWBjKoV76lQu/PnPmTp9ejGi9fOf/5yTTjqJDz/8kLVr15JKpXC5XIwYMYLp06dTV1e3g3fL5/Nx2GGHMXfuXF5++WVu+8MfWPj++2xNJBjl9TLM7Waox0Oly0VYCNS336bz7bfZsueeqHPn8sg991C2di0jhaCKXL1OuaoSUVW8ioJGvkv2li3Eu7rYNG4cU887D/cgk1J2Op1EyspYS25D3i0EnZaFP5vFlUzm1Hy2q9UglcLKZEiYJl22TRegl5X1u4355MmTCYVCxNrbaRciZ2QKgduycOg6Qgiypkk4k8FNrvYgm80SMwyagcDXvtbvzmlnsmXzZta98w6TyN2wnPkIgOL15jbkwWDRYQPkHDfZLJph4DdNvKNG8f9uuYXx06b1+cYsEAgwb948/nT77ZixGCZgAHr+X0NREAVJVVXNHZpWTBdE03B0dhLdvFkaG+QMjX//7W8sv/ZaRkejDFMUqjSN0vzaquYNT9u2KWtuphrQNY1kfo/wkd/PQVdcwdcPO2ynSQh7PB5OOfVUJk2ezLlnn42jsRGPEDgBreCQdLnQvN6cKEYg8HGEy+1GEQJXLEbg738nfsQRhMrLd8q4BzKKonDssceSzWa569Zbebu1lSrbJkzOSaxUVfHNs87iwF3AAfzfxjdt2jTuuusu/vjHP/Lqq6+ysqODLaZJpabxtaoq9pk3j/2/970ej/D1S2Nj0/r1PP3rX+NbuJBhuk61olCSt/od2Sz2kiWkli5l3d//zgddXUzOZKgOh1EdDtpSKdYkk2woK+PIX/+afefN22kSgSUlJZx00kkcdthh3H3XXfzxllvANLGEyKV4KEruUFXEJ3PRHY6ctzafhx5Zs4ZkRwfhfmhF9zSpRIJt69fTsmYNVlcXDlUlWFVF+cSJVAwbhmO7/Fnbtln94YcsuOEGtPfeY5LXS0kkgupyEctm2ZZKsSGRYFsgwH5nn81xp5xCMBjc4f0URWHIkCEMGTKE7cXY/tuX1O/3M3/+fObMmcOzzz7L3bffzuuLFzM8mczV7LhcDHW7c5EOIXC/+Sa/f/FF/IXwuBCEFIWwphFxOgk4nSialvNmWxaqYeBKpxnf1oavB3OGdxUURWG33XfnnWeeocO2Cds2PtPEmc0CkDVNgg4HTkVBsSyMbJZkNkvUNGkDmjSNuunTe907+WUZNmwY++67L48//jitgF8IXICWT48ybJuUaRLUtJyxYdvopknMsmgvK2PWgQf2+xtcb7Jy5Ur07m4glzJnq2ouClBYPwu1O4ry8c/5fiwKUO5yMWL06H7zGabTaVLpNIKcVzFV+FcIErZNiWnizhtMQK6GxzDAthG2jWnb6KlU351AP2LRiy/yxrXXMj4apVJRqNA0KlwuvPl5oABYFoquE9B1HIZBYzzOSiFYFg5zyI03MvvAA3d6rxJFURg7dizhkhKyjY25GrXcE6Cqub2BywUFg7oQ4YJcqmAmQ2lDA61LlxKaO3enjn2g4nK5+O53v8t+++3HggULWL92LSowaswYDjzwQEaMGjVgetqMGjWKa6+9lsbGRjZt2sQ/7rsPfdEiTpoxg7JAgHQ8jqsHi8NhJxgbQgi2bdvG6tWrc924HQ6CwSBDhw6lqqrqUxuDxvXruftHP6Jm+XLqhKBGUahyOAhpGo6CUotlEbQsglu2EAb0UAhTCLbG43yUyRCdPp2zrriCcTtZX79AOBxm/IQJoGlkTXOHgtA0kLZtTMvCaZq50Khp5m4ohXx0RYFkknR394A2NpKJBO888wwNDzxAaM0aytNp/JaFG1CdTrYFg6ydMYO6736XYTNmkIjF+Pfdd9N8330MTaepykeyskBrPM7GZJJ1uk541iwu+PnPGf8FpCz/l/kRCAQ45phjmDdvHs8++yx33HILLy9fzqhUijEuV65mx+1mmWXRaVlUAz7Aoyh4NQ2f04nP48k1cisYmpaFks83r9q2jc2//z3+3/0ORw8oouxKzJkzh7tuv53G1la8gNO2wTAwbJuEYRBQ1eKG3LQs0vlNeaui0DZ0KN/cb7++PoVP4XQ6+f73v8/ChQtpbW5mK+QKPiF3DrZNzLLwKwpugHy9SlTTqDz+eKoGaJf4L0prW1sxvS4LZIQgIwQh20YpbMSFyK2j+ZQjkXfwZIFsPE4mncbzCadDX+H1evF4vbQD8fwRE4KobdNtGASyWSqSSTTIGRyWlZOjzGTIWhZRQJMRb7ra23noxhupjEYJKwohTSPsduPx+aCQflRQrEulIJnEIwQVpknE4+HI3/2Orx10UJ8ZoZ2dnTQ2NlLKxzVnhqIUD6GqOUdUIbKlKDnjOm9Mq5ZF9/LlII2NHkNRFEaPHs3o0aOx8s6g/ua86ikcDgf19fUMGzYMLIsr3nyTzdksw3w+tqxfT7iHxQd61dgwTZPnn3+ezs5ORo8ezdixYwkEAti2TWdnJx9++CFTp07NyW2Ra6B022WX4Vq+nHIhKFVVypxOwh4Pmtuds/Yht3ik0/izWeoMg4ZkknXAYiEInXACPz//fMr6OLRYiKakyBWFJoCEEMRtm6hlEdJ1SjKZnPcl77UinUZks5iWRdLhYCBvM7du3swTl16K65VXGKbrVAElikIAcptJw8Dq7CT173/T8fbbvHLYYaxcvJjSjz5iD58v13jL6aQ7m2VLOs3aVIrGsjIO+r//47Bjj+2x/hf/iWAwyLHHHstBBx3EM888w19uv50Xli9ndDrNcLeb1x2OnJwc4CRfs6OquRB5oQjU58vdQGwb8gpVWBblL71Ey+LF1O61V6+fR39i1KhRHHXssfz19ttxWRaKEJj5mozodhtyRQisvJpTt6KwzeVi+imnUNpPU0umTJnCBRdcwKWXXkpHNIogV/ieBuJCEBICL7m5YisKGU0jeOCBzPnhDwfsze6Loqnqx2soELdtuk2TYDaLr1BYX0ijSqUQ2Sy2aZK0bRJA0uXqUXWhr0o4HGZoXR1bNm6ki1zKYFgI/LaN1zBwptMAlBgGTocDxbZzhkYqRbtp0hYOM2EQCUd8Hq8uWEA8L5PtAbwOB16PByUQyK2tXm8uwpXN5jbstg2mide2qbdtzEJ9Tx+RyWSKKnUFpbq0EKSFIJVXS3SaZm5/oKrF8ReckiaQ7ejos/EPdAbLuqsoCrtNnw4VFayIxdjT5cJubMQyzV2jQFwIwYIFC9iwYQN77rknY8eOJbJdZ9dwOExraysrVqxg6tSpKIrC6y++SPPrrzNFCAKKQsDhIOD1ovn9KIVQIuTCiHlL32vbREyTtkCAqRdcwGEnnlg0XvqS2tpaXC4XiWyWbiAKRIUgaFn4DQNPJoOmqgQtC7Ww2UynsdJpug2DtrIyxg9QWbttW7bw53PPpfy99xiaj15VaFquI3tefhbbBsvCb9v4u7pw/vWvaIpCRTiMx+MhLQRNsRjr02lWWRahefO46PzzGZEv6t6ZRCIRTjzxRObPn8/j//wn9952G8vXrUM4HNQAxdHkpVxVhyM3lwshco8nd76FCEc2iyeRYOvzzyNmzOg36R87A03T+H9nnMHyjz7i/VdfxSSXXhLL58/6yW3IFcACkopCu6ZReeihfP3EE/vtZ1XQQ/d4PFxzzTVsbmggTW5dKCUnFuAlF/Gw/X4mHHEEJ51/PkHZ5JOa2lpSLhfduk6XbRO2LAK6jjuVohLw6noxFZFMBiudJp5Xj+kA0jU1OPtR/ZPD4eDrX/86b731Fh2WRTivVOiybRymmTNEbZuEruNXFDQhMA2DpGHQYZq0TZ7M1/qpUb2zMAyDl158EZdh4BACTdNyh8uVkwz2+3OOHFXNOXMsC7JZlEwGVddx6TobX3mFsUcd1WepMY689H2SXHSr4JCM2TZR0ySo65SmUrm0Kl0vOqRENotlGMRtG3uQRb4lvUM4HGbG7NksfecdWi2LcpeLeDRKuLS0x+6pvWZsNDc388orr7DnnntSVVVFOBwufqmFEGSSSVrWrGHLpk20rluHqig8/sADeLJZ3ELkigAdjo8beoXDuc0Z5Drskmu2gq7jt20m19Wx25FH9gtDA3J52qNHj2bxhx/SQa45jx/w2DZOw8jJYQpBqa7j1zQceW3wZCZDm2nSXl/Pxi1bGCIEpaWlA8bKTqdS3HPllWjvv09lPnpV6nBQ4nLlrp3TWfTuYxio2SwBXafGsrCFQAWi6TQNmQyrMhm21dfzjZ/+lG/Mn4+nh3MMvyzhcJhTTj2Vg7/5Tc4880xWL1qELUSukRu5zbGlKFh5o6OoPFOYs5aV+zn/GSgffohlGINOJKCsrIxrr72Wyy+/nJefe47ubJZ2oIRcYXXBR50VgpTDwZTDD+cHv/kNvl4SgegpNE1j/vz5TJ06lUceeYSXXnqJrZs3kzRNPIpCaSTCxN124/DjjmPmrFk90lRsIDBx4kRcFRW0NDbmDM68yhSAblmE0+lcLwLbxtR1UrpOzDDoEIJtqkpk1qzcfaSfoCgKhx12GA888AAb1q2jiVw0V8vLOxumSdq2iRoGXsAhBJZtk7RtOrxexp18Mq5+dD59QTabZcuGDVTz8ZpqFZpkFtbWQu2Oaeb+r6o51S9FwQbshgZMXe/x3PQvSmlpKeVlZTRGozlBDCAkBH7LwmsYuDIZFEUhZFm5TAnbhmwWM5Uq1qn5BnmKpaRnUBSFQ+bP51fPP8/aeBxPMEjTqlV4QiGGDRtGOBz+yu/Ra8bGW2+9hRACr9eL1+vdwdAwDYMX//Y31ixciEilUDIZ0skkqzZuZGqhYDe/IVMKBdQez8fGhhC5/zudOU+xouBqbCTa3Iy/B5uQfBWCwSDf+ta3WLZsGZ2miV8I3OQ01RXLwtJ1MpZFXNfx5b1XlmmSyueflx90EKUVFei6ztq1axk+fHifb6Z7glcXLKDx+eeZZNsEFYWgphF0u3H5fDl1mULTtrzWtZI3snzZLCWWxfpolNWWxUcOB5XHH8+F551HbV1dv/FoK4pCKBRC0zRMciozhX4RGT7ON7dtG7WQc16o1dmuWF0oCo7OTrLJ5KAzNgBqamq4/vrr+fcBB/CPv/+dtStX0phO47JtVNMk5HSyR0UFB1dXI4YOJdgDi+HOQFEU6uvr+elPf8oZZ5xBW1sb0WgUl8tFZWUlkUikX6X89Aeqq6s54OCDeeLPfyYAuZ4rpokhBEnTJKSqeAprqGWRsSxSQMbvp6WkhH3mz+8360OB6upqzjvvPC666CLaYzFUIYr9ZdKWRTy/PnoANV9/EldVSo84gslz5vTt4PsBmUyGVDqdW1vza2qhJ427kHqk6x8r1xXqIrfr32PqejEvvy8Ih8PsNXMmf9+wgQ5FISIEfnINfp2GgQKYtk1S1/Gras7oNAxS2SydpklLSQlTpk3rs/FLBhbJZJLK0aNpLS+nq7SU8SNG4PV6aW1tBfjKBkevGBtCCNatW4dlWRiGgVlQUcgT7+5m2Ycfkk4mUfN6+dF0moxt7yAFqJPzCDtyf3SHzdj2P5tCgGEQa2+nPwWXjz76aBYsWMBbb71FMzkPFYAlBFnLIpnPPfaQO0fTtokLgaivZ/dJkxgyZAiqqmLbNuvWrWPEiBH9JnLzv5DJZPjXI4/gz2bxAm5VxeN05owovz8n8ef15rxQhpEzJgHyhfQ+28Zj2zSOGMFhv/oVsw44oF9uzBRFweFwFPtFbH8khSBuWYTyhaCk0x/P5XQadB1hWcUb6PZqWYMNn8/H0UcfzSGHHMLWrVvZtGkTW7du5e833shxZWUcPno0Ea+X5Zs3E+/uJlJW1tdD/sIoikIwGPyUUprk02iaxmmnncbrr77KhnXrUBQltyk3TWK2TSC/KdeEwBYCze1m2qRJlJSV4S8poayysq9P4VMoisKhhx5KV1cXv/vd72jp6kInp0oVE4KIEMX6NYCM00n1wQfzzQsuGPRRDciJLuByfVzHIwRR06TbMPCm07jyfVeUQpPMfPqRaZrEbZsYkPD7d1A63NlomsYxxxzDM888Q2c0mjM0yEe4LAsTyFgWUV3Hq+QasNmWRdqy6BQCbf/9qRwxos/GLxk4dHV18ac//YlhQ4cSLiujrLycQCAAwJAhQ9i2bRuBQOArZdj0arJid3c3XV1dtLe3k06nixsnWwg2NDezqrGRFU1NrGxtZX1XFynb3mFTlrBtkoaByBskpFK5I52GbBZhmjnLn1wRNv1MlqykpITLLruMqVOnklIUtioKm4BNQIMQbLJtNloWGyyLtZbFSiFYGwgQmTyZ9Pr1KORuSpqmMWrUKDp28WKwbdu2sXXp0pzsJ6Dmz011OnN5tj5fzugoHIVIRz6CpSkKPlVl1ty57DdvXr80NCB3IxwyZAgGEMsfccjl4ua7Rndms2RSKUQ8johGIRqFeByRTGJms0Qti2hZGe5+nhq0M/B6vYwZM4aDDjqIk046idHTp9Om63QBaiBAtcPBlo8+6uthSnqR4cOHc+lvf4uzro7VwDpFYR2wzrZZZ1mssyzW2jZrAL2mBld5Of7SUqYJwdqnn8bIp131JxwOB6eccgp/+MMf2Hv2bNI+H+sUhRWKwkeKwjJFYYnDQcOIEexx4YWccd11lOxCBnVv4vP5GFJfTwfQRa4pWYdl0ZrN0ppKkY7FEN3diK4uRHc3djxONp2m0zBoF4I2QBk3rk+NDYDp06dzwgknIBwOmhWFrcA2oFEItpomm02TBl1nUzbLxmyWjabJettmS309U88+u8/HLxkYrFixgoaGhpy0uG0XM5G2r7FOfUW57V6JbCiKwrhx43jttdfYunUrpaWluFwuampq8Hg8uH0+qsaP57UlS9AzGTRNQwFUTSNGrpA6att0mSaBfEOvAKBkMjk96rynwspkiFkWXUCnx8PY6ureOJ2vxNixY/n973/PNddcw8svv8yWTIY4uQUyTE4S1UGuILDJthlaUsIQ22bkdh3SIecFsSwL0zR3Wt+QnmbTpk0YiQRALmdWUXKa+Zr2cd+RQvMqIT7+Oa+ZbysKwrbJNDb+xy6ZfY2maUyfPp1HH300Nz+FyOWaC4HHtnEZBpqiIISgxDDwOhy5xn6GgZ7JENN1Wm2bzKRJaPJmsgNOp5O5hx7Kv6+6iibTZJjbTcjpZP3SpVj77DNgapskO6IoCvvuuy9/uPVWrrn6apa//z4t2WyuUzR5BTugxbJoicUoicdxl5QQDoepWbWKpc89x+6HHtrvdPJVVS12Fv/www955513aGhowMhmqayqYvruu7PXzJlUVVf3u7H3JQ6Hg31mz+bWV1+l1bIICIHbNNHIZQ6kDYNgXtFRsSx0w8jV8pgmVihEuLKS4G679fl9xOFw8OMf/5i2tjaefPJJtpomJjlVqgQQse1c6iA555wO6FVVHHzJJdSOGdNn45YMLBKJBKlUiq6uLrq6uujs7KS8vHyH+2k6nf5Kkfhe27Xus88+/PWvf2X16tW4XC6y2SxtbW3FTt5z582jsraWtrY2vvWtb6FpGpdfdhmt771HBTkpQO92Db3KTRO/w4GD/KYsmyVRyF0Ugtjo0USqqnrrdL4So0eP5uabb+a1117jX//6F8uXLycejZIBAh4P25qaCJSWsrWlhfa2Nkb7/TnJ008sgpqmkc1md1ljo6Ojg6xl7VjHIASGbeOwrI918rfXzM/n2RakQrNANpHAMk3UfpxStt9+++XCj1u30s7HGyKnbaNtpziT1HV8moZTCIRpkjEMYqZJi8/HyHnz5AbjM9hn9mwe8HrZkkoxUVUpCQaJdHfT3dZGWT90OEh6BkVRmD59OnfdfTevvPIKzz/3HOtWr6YjlcLtdFI5ZAgH7r47rz7xBG+0tOAvKWFyaSnl4TDplSvZWlPD0OnT+6WTIhAIsO+++7LvvvsC9PkmuL+jKAoHf/Ob3PfXv7J10ya8ioJm29imSVYIEoaBf7uePJZtk7Ys1FCIybvvjub1snnhQlbW1DBu1qw+vaeGw2Euv/xy6urqeOCBB9ja0UEUKCMnLOMjJ50unE4qp03jOxdcwLS99pLzQ9JjDB8+HIfDwZYtW2hoaKCyshK/309lZSVCCLZu3UrNV1TA67VvWEVFBWeddRa/+c1v0HWd7u5uKioqisZGLBaju7ubb3/720yePBmAo485hiuXLKHJMPAKkduA6jq6bRPPN/RyAVgWWdMkaZp0CsFWh4P6o47C249TTrxeL/PmzePAAw8kkUgQjUZRFAVd1znppJOwhODggw9m+PDhzNpnH9R8MXgh9UwIQSqV2qVzvH0+HxlVLfYeSQpBwrKIGwbubBY1nUYR4mMFkXzfEQyDrGURz3t7rHC434eP6+rq+M53vsMNN9xAh2niyasoqfnicMMwSFsWMVXFqyg5Y8O2yQpBtxDY++3HiD337OvT6JdUVVUxYvp0NqxbR7tpUhoIUKkoNCxfLo2NQUAwGOSwww7jkEMOIZPJkEwmcblcxZzivWbO5Kqf/IRIczP+0lLGlJRQGwyy5p132BqJMHTUqL4+hf+K3Ej+d+rq6jj7nHO47Fe/YkMqha0oOQeOEHQrSrEGQiEX7UgqCuGyMlqBIT4fw10uWp95hg9aWtht/nzcfSiPHAqF+PnPf878+fN54oknWLRoEa3bttFqmoSDQUaPGcPcefOYe9BBhHYRMQzJrsPIkSM5+OCDefzxx1mxYgVOp5NUKkVVVRUiL7wxduzYr/QevWrOz507F5fLxR//+EfeeecdQqEQPp8PTdOora3l1FNPZcJ2Xb7nz5/Pk088wZq3387JWwqBke+wGzVNfIqSMzZsO6dEks+9zOy5J3vOn9+bp9JjaJpGOBwuVvZns1nGjBnD22+/TWdXF7V1dbS2ttLQ0MCwYcMIBAIIIYjH43R2dua6Pe6i1A0diu52063rxY65XaaJN5vFqWmEhEDLZnO64qaJyGQQ6TRZXafLsugGOhQFz/jxfX0q/xVVVTn11FNZvHgxCxYsoJl8IzpyijMZIUgIQcCycBeK/8jVK2VGjuTIn/0M9wBQH+sNVFXlgIMP5h9XXUVTJkO900mwpITEpk2YhtHvDVFJz6BpGn6/v+jAKjB79my+85Of8Ojvf0+otBRvWRnDIxFGBYOseOstSkpKCJSW9tGoJT2FoigceeSRNDU1cddtt5FNJkkoCt1C5JokkosIKOQ6c280TRzt7aT8fqZ6vQwNBKj2enGtWsWiaJSpRx1FuA/nhaqqTJw4kfHjx6PrOolEAsMw8Pv9eL3eflujKNn1cTqd/OxnPyOZTPLGG28Qj8dpbGykvLycESNGcFQP9KPpVWNDVVX2228/dt99d1avXs3WrVtRVZWRI0cyevToT0m5RiIRfn3JJZxz9tmsW78eQ1FyDb2EIGTb+PIeYICsohBTFDJjxnDapZcS2UVvHm63m6OOOoq33nqLhoYGgsEgbrcb27aJxWK5TtlAZ2cnpaWlu/SCM7y+nvLhw2lbtoxSIGDbuE0TRzaLADKmSdDhwKkoOXlgwyCTzRI3DLptm1agxedjv3322SU8f4XwuKIovPjiizSaJlnyTeqgeEMseN8MRUEdNYrjrr2WoV/RizDQmbHXXtzt9bI5HmciUBGJUNHRQWdrK5Wyu/KgRlVVjj/hBNavXctLL79MsLQUT1kZQ6qrGSMEi198kbJJk8hks3g8HsrLyykpKdll01MHMy6Xi7PPPpv6+nr+eMstrN6wgSbTLPa1cpKrDTQ9HsqmT6czneaZDRtIOBxMd7sZ4fdTGgzizmRY9eijDPvGN6geNqxP7y+qquLxeAaE1L1k16GyspLrr7+e999/n2XLlqEoCrvvvjtTp07tkbmoiH6orbl8+XIuveQSVrz/PqWmSQW53EUvOevIAtJOJ2UzZ/L9X/6ScZMm9eVwvzLpdJrLLruMhx56iIqKCsaNG8ewYcOKaWe2bRMMBjn88MPx9qNOuF8WIQR/uOUW7rr+esbZNvUi1z28StMocziIaBoBTfs4z7aQLpcvsm4CEnPm8P/uuAOvz9fXp/OFicVi3Hvvvfz973+nqbERt2URIdc12gc4FQVXKMTkgw7ipHPPZaiUM/yv2LbNry++GDZs4Livf50JI0fSmUrxkaoSGjKEocOGUVlZuUsYpZLeIRaL8ZMf/QhvRwfz996baZMm0ZBKsSoapaSmhvKKCoLBIEIIEokEo0aNolqm4e2ytLa28tJLL7Fw4UI2b9yInUoRKilhxNixzDngAPbaay+y2SxXX3YZq154gf1GjuRro0czZuhQIiUlGKrKBtPEN306oydPJpVKEYvFUFUVl8tFOByWBqlE8j/SL40NyMnmPvnkkzzz9NNsXrsWJZvFRa72YejYsXzjiCP4xsEHD5j8xUQiwT333MODDz5IKpWivLy86HGbPn06xx57LKFQqK+H+ZVpbm7m9O9+l/ZlyxgpBLVAlaJQqiiEVBV/PlVOJbeh1G2bhBB0KArNZWUc86c/MWXmzD4+iy+Pbds0Njbyxhtv5PJxW1oQlkVZaSnjJ0zg63PmMGbChF06crWzefXVV/nTFVdwyiGHMHWPPbBKSxHBIIqiEI1GsSyLSZMmyQ3CIKahoYHzfvhDxpeVUVZbCxUVTJ4yhREjRlBZWVl03mQyGbZu3UpFRQWV/bAvh+SLY5omlmVh2zaapuFwOHZIAclkMtxx++08dc897DN8OHuNG8f4kSNzxbAuF2u6u1lpGOhAeXk5kUgEt9uNYRhUV1czfPhwqXonkXxJ+q2xUSCdTtPe3k5XVxcAZWVllJWVDcgQo23bNDU1sXz5cmKxGH6/n4kTJzJ06NABtbgtXLiQn557Lta2bdQDlUJQBoQUBR8UjQ1LCLKKQhToCATY76KLOOykk3b5z8K2bXRdRwiB0+mUm+H/AdM0uffee9nS0MA+s2Yxdvx4KquqcOcbnpmmSVtbG83NzUybNm2XnzOS/513Fy3i4gsuYPK0aczce28mTJjAiBEjirUeSl6GOpPJsHLlSiZMmLBLR5Al/x3TNHnmqae49ZprmFRRwT5TpjBp7Fg0n49/Ll9OydChjBs3jtra2qJ0v2VZdHR0EI/HmTRpklxTJJIvQb83NiQDDyEEb7zxBr+55BLa1q2j0rapIJ9WVFBtUhRMIKEo6NXVfOtnP+OQY46RG3MJAB988AH33HMPM2fOZOrUqYwaNaq4QSxsHi3LYsOGDUQiEemtHsR0dnZy3nnnMW7cOPbYYw8mTZpETU3NpwoehRC0tLSQSqUYOXJkH41WsrMQQvDuu+9y6S9+QY3LxcypU1nZ2UnV6NHstttujB49utgbrIBt27S2tpJMJhk9enQfjl4i2bWQIv6SnU6hQdc9997LcWecQWbYMFa4XCxVFJaqKktUlcUOB2urqig77jgu+OtfmX/ccdLQkAC5TcLTTz+N3+8nEAgQCoWKG4JCjYaS705fVlbGli1bkD6VwcuaNWtIJBK43W6cTidut/tza3l8Ph9bt26V82UQoCgKM2bM4I933olVUsIDr7xC1LYpKysjEolQWlqKx+NBUZTioaoq5eXlZLNZ0ul0X5+CRLLLIHdvkj5j6NChXHjRRXz3e9/jo48+YsOGDWSzWZwOB8Pq65k0aRJ1dXXSyJDsQDqdZt26dQzLq8YUPNSftYFUVZVoNLqzhyjpR2zevBnTNHc4Pg/LsrAsSzbVG0SMGDGCq2+4gdNPP51AIIDb7f5cNaiCEyMcDtPa2kp9fX0fjFgi2fWQuzhJn6JpGjU1NdTU1OzgTZQ3esnnYRgG6XS6eKRSKWzbLnofIRf9EEIUXyM3j4MXTdNIJpPE43FisRjRaJSysjKcTucO88WyLOLxOIlEoo9HLNnZOByOohFq2za2bX/uawtzprOzUxobEskXRKZRSfoN24erJZLPw+v14na76ejooL29ndbWVrq6uooGRuFIJBK0trZKQ2OQM2bMGFKpFG1tbbS0tLBt2zZaWlowDAPbthFCYJomnZ2dNDY24vP55HwZZNi2XXRipFIpkskkmUzmU68rGKWpVArLsvpgpBLJromMbEgkkl0Kp9PJzJkzeeyxxxgyZMj/b+/+VZpJwzCM35kMOjNMJomQQgkiRiFC0E5EsLBLI1hoL3YegAcg2NrbegC20RMQa7FQiME0GkxIUOOfQZKZLXa/wLIsu9/Cu9ms1+8InuItcs1k3kdBEMi2bYVhqCAIlEgk9PHxoaenJ93d3Wl+fp4fj9/Y3NycZmdnVa/Xlc1m5bqu4jhWt9v93XlpNpuq1+taW1vjvHwznufJ8zy12211Oh212201m80//J0qiiI9Pz+r1Wopm80OcWJgtBAbAEZKIpHQ5uamzs/PdXt7K9u29fX1pU6no1QqJcuy9Pn5OXh6XSwWhz0yhsjzPO3t7Wl/f183NzeK41jv7+9qtVryfV+WZQ3iNJ/PK5/PD3tk/Mtc19XKyooqlYoajYbS6bQcx1Ecx8rlcnIcR1EU6fX1VY1GQw8PDyqVSsMeGxgZXH0LYCRdXFzo4OBAtm0PlrT5vq9EIqG3tzeNjY1pZ2eHrdBQFEWqVCo6OjqSZVmanp5WLpeT53mDb3sWFxe1tbX1v9zhhL9Wq9W0u7sr13VVKpU0MzMz2LPhuq6iKFK329Xj46OKxaKWl5d5Awb8TcQGgJEUx7FqtZpOTk50fX2tXq8nz/OUy+W0urqqjY0NBUEw7DHxH/HjvJyenurq6kphGCqTyahQKKhcLmtpaYmb776xOI51dnamw8ND+b6vQqGgyclJZTIZOY6jfr+vl5cXTU1NaXt7m8WPwE8gNgCMtH6/P7hlKJlMamJigo988ad+vMno9XpKJpNyHIdt0JD069m4vLzU8fGx7u/vlU6nFQSBxsfHlUqltL6+rnK5TGgAP4nYAAAA+E0YhqpWq6pWq+r1esrn81pYWFAmk+EhBvAPEBsAAAAAjGDPBgAAAAAjiA0AAAAARhAbAAAAAIwgNgAAAAAYQWwAAAAAMILYAAAAAGAEsQEAAADACGIDAAAAgBHEBgAAAAAjiA0AAAAARhAbAAAAAIwgNgAAAAAYQWwAAAAAMILYAAAAAGAEsQEAAADACGIDAAAAgBHEBgAAAAAjiA0AAAAARhAbAAAAAIwgNgAAAAAYQWwAAAAAMILYAAAAAGAEsQEAAADACGIDAAAAgBG/AI90vN9NBS0zAAAAAElFTkSuQmCC\n", "text/plain": [ "
" ] @@ -325,7 +330,8 @@ " else:\n", " view(mol, ax=axes[i_ax]) # mol is a PLAMS Molecule\n", " axes[i_ax].set_title(f\"frame {i}\")\n", - " i_ax += 1" + " i_ax += 1\n", + "plt.show()" ] }, { @@ -344,7 +350,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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zNKWYt/k8dBycTERE9FAMN7XklX5N4GKjQuLdfHy27yoAYFKnAHw3oS0GhngAADacSi53jCAIWH+y7HbVxE7+sFTIcPz6Pfxw4lbtFk9ERFSPMNzUEntLBRYMagqg7FbV+8Na4K3BzSCTSjC6nS8A4Lfzd5D3t0n/Tt+6j/j0XFgopJjduzHeeCIYALBw9xXcyMyv/S9BRERUDzDc1KIhLT2x4rk22P5iJzzbwU+/va2/IwIbWKOgWItfY+/otz/otRkc6gl7SwXGtvdD5yAXFJXoMHdjLOfOISIiqgTDTS2SSCTo29wdId72FbaPblvWe/NgPpzsgmLsuJAKAHimfdk+qVSCj0aEwlYlx5mkbKw8mliL1RMREdUPDDd1xPDWXlDIJLiQkoOLKTnYciYFxaU6NPOwQysfB307LwdLLBjcDADw1YFrKNFyFXIiIqK/Y7ipI5xtVOjb3B1AWe/NupNlg4afae8LiURSru2I1t5wslYiV1OKM7fu13qtREREdRnDTR3yzJ8DizdEJyPxbj6slTIMC/Oq0E4qlaBLIxcAwOGrd2u1RiIiorqO4aYOiWjoDF8nK/1A4SGtvGCjklfatlvjBgCAIwkMN0RERH/HcFOHSKUSjGrro38/9s+BxJXp0qgs3FxMUVe6ZhUREZG5YripY0a19YGnvQV6N3VDCy/7h7ZrYKtCc087AMBR9t4QERHpVX7Pg0TjYqPC8fm9qtS2W+MGuHRHjSNX72J4a+8aroyIiKh+YM9NPdZVP+4ms9L1pvZcTMXpW1m1XRYREZGoGG7qsda+jrBRyZGVX4yLd3LK7TsUn4FpP57Bc9+eQnZBsUgVEhER1T6Gm3pMKZciItAZAHDkb4+El2p1+HDXFQBAQbEWP3KhTSIiMiMMN/Xcg0fC/z7fzcaY27iangfpn3P/rTl+C0UlWjHKIyIiqnUMN/Xcg3BzJikb6qIS5GlKsSQyHgDw+oBgeNpbIDNPg+1nU8Qsk4iIqNYw3NRzPk5WaOhiDa1OwPFrmVh+6Doy84rh72yFCR0DMKlzAABg5dHESgcdExERmRqGGxPw4Kmpn6OT9SuFvz6gKZRyKUa19YGtSo7rd/NxIC5DzDKJiIhqBcONCXhwa+pg/F1oSnVo5++Efs3dAAC2Fgo806FspuMVfwYfIiIiU8ZwYwLaN3SCUv7Xv8r/G9S03EriEzsGQCGT4NSNLMQmZ4tQIRERUe0RNdwsW7YMoaGhsLOzg52dHSIiIrB79+5HHrNp0yYEBwfDwsICISEh2LVrVy1VW3dZKeVoH+AEABjWyhOh3g7l9rvbW2BIy7LVxVceYe8NERGZNlHDjbe3NxYtWoTTp08jJiYGPXv2xNChQ3Hp0qVK2x8/fhxjxozB5MmTcfbsWQwbNgzDhg3DxYsXa7nyumfBoGaY2q0h3h7cvNL9z3ctG1i8+2Iq4tLUtVkaERFRrZIIglCnHqFxcnLCJ598gsmTJ1fYN2rUKOTn52PHjh36bR06dECrVq2wfPnyKp1frVbD3t4eOTk5sLOzM1rd9cGE1adwKP4uLBRSvNK3CSZ2CoBM+tftq/i0XCz+PR5R1++hXYATnm7jjV5N3crd8iIiIhKDIb/fdWbhTK1Wi02bNiE/Px8RERGVtomKisKcOXPKbevXrx+2b9/+0PNqNBpoNBr9e7XafHstFg0Pxcs/xyIq8R7e33kFOy+k4pMRoVDKZPhs31Vsj03Bg6h7IC4DB+Iy4GStxNBWnpjQ0R9+ztbifgEiIqIqED3cXLhwARERESgqKoKNjQ22bduGZs2aVdo2LS0Nbm5u5ba5ubkhLS3toedfuHAh3n33XaPWXF+521tg3ZT22BCdjA93XcHZpGw88fkxCBBQoi1LNU+EuOPZ9n44ei0TW07fRkauBqv/uIltZ1Pw+8td4WprIfK3ICIiejTR7zc0adIEsbGxOHnyJKZPn47x48fj8uXLRjv//PnzkZOTo38lJycb7dz1kVQqwTPtfRE5pyt6BruiWKtDiVZAl0Yu+G1mZ3w9tg06Brngtf7BOP56T6ye0BaNXG2QXVCCd38z3r8XIiKimiJ6z41SqURQUBAAoE2bNoiOjsbnn3+Ob775pkJbd3d3pKenl9uWnp4Od3f3h55fpVJBpVIZt2gT4GFviW/Hh+Pw1buwtZCjjZ9ThTZymRQ9gl3RwFaFoV/9gZ3nUzE8LB29mrpVckYiIqK6QfSem3/S6XTlxsj8XUREBPbv319uW2Rk5EPH6NCjSSQSdG/iWmmw+bsWXvaY8ucyDgu2X0S+prQ2yiMiIqoWUcPN/PnzceTIEdy8eRMXLlzA/PnzcejQIYwdOxYAMG7cOMyfP1/fftasWdizZw8+/fRTxMXF4Z133kFMTAxmzpwp1lcwG7N6N4KPkyXu5BRh8e/xYpdDRET0UKKGm4yMDIwbNw5NmjRBr169EB0djb1796JPnz4AgKSkJKSmpurbd+zYEevXr8eKFSvQsmVLbN68Gdu3b0eLFi3E+gpmw0opxwfDQgAAa47f5EzHRERUZ9W5eW5qmjnPc2MML/8ci21nU9DUww6/zuwEhazO3dkkIiITZMjvN3+ZyCD/N7ApHK0UuJKqxoe7rsDMsjEREdUDDDdkEGcbFd7/8/bU6j9u4quD10SuiIiIqDyGGzLYwFAPvDWobKLFxb9fxQ8nbolcERER0V8YbqhaJnUOwH96ls1P9NYvF/HruTsiV0RERFSG4Yaq7eU+jfFcBz8IAjDn51gcis8QuyQiIiKGG6o+iUSCd4c0x+CWnijVCXjhh9P4jT04REQkMoYbeixSqQSfPt0S/Zu7o7hUh5d+Ootlh67zKSoiIhINww09NqVciq/GtsbkP5do+GhPHN7YdgElWp3IlRERkTliuCGjkEklWDCoGd4d0hxSCfDTqWRMWhONPK5DRUREtYzhhoxqfEd/rHguHJYKGY4mZGL2hrPQ6XiLioiIag/DDRld72ZuWPd8eyjlUuy7koEvDnCiPyIiqj0MN1QjWvs64oNhZQua/m//VRyISxe5IiIiMhcMN1Rjng730c+DM3tDLG5m5otdEhERmQGGG6pRCwY1Q2tfB6iLSjHtx9MoKOYAYyIiqlkMN1SjlHIplj3bBi42KsSl5WLct6fw1cFr2Hc5HclZBRxsTERERicRzGy2NbVaDXt7e+Tk5MDOzk7scsxG9M0sjFlxAqX/CDO2FnJM6hSA6d0DYaGQiVQdERHVdYb8fjPcUK2JS1PjYNxdxKepEZeWi+t381CiLfvPz9vREm8NaoY+zdwgkUhErpSIiOoahptHYLipO0q0Ouy9lIYPdl5Bak4RAKBb4wZ4Z0hzBLhYi1wdERHVJYb8fnPMDYlGIZNiUKgn9s/thhe7B0Ihk+Dw1bsYsew4ZzYmIqJqY7gh0Vkp5ZjXPxh7Z3eFj5Ml7uUX45fYFLHLIiKieorhhuqMhg1sMD7CHwDw44kkrixORETVwnBDdcqINt5QyaW4kqrG2eRsscshIqJ6iOGG6hQHKyUGhXoCANadSBK5GiIiqo8YbqjOGdvBFwCw4/wdZBcUV+mYzDwNb2MREREAhhuqg8J8HNDMww6aUh02n779r+1XHLmO8Pf3YeQ3Ubh8R10LFRIRUV3GcEN1jkQi0fferD/56IHFNzPzsfj3qwCA6Jv3MeiLo3j7l4vIKSyplVqJiKjuYbihOmloKy/YqORIzMxH1PV7lbYRBAFv/XoJxaU6tA9wwsBQD+gE4PuoW+i5+BAfJyciMlMMN1Qn2ajkGBZWNrD4x5O3Km2z60Iajly9C6VcikVPheKrZ1pj3ZT2CHK1wb38YszaEIsTiZUHIyIiMl0MN1RnjW3vBwD4/VI6MtRF5fblFpXgvR2XAADTuwXql2voFOSC3bO6YHiYFwBg3ubzKCjmbMdEROaE4YbqrKYedmjj54hSnYBx353Cgbh0/fibzyITkK7WwN/ZCtO7B5Y7TiGT4t2hzeFpb4GkrAJ8sjdejPKJiEgkDDdUp73WPxi2Kjni0nIxaU0Mnl4ehQ2nkrDm+A0AwHtDW8BCIatwnK2FAgufCgUArDl+E9E3s2q1biIiEg/DDdVp7QKccGReD0zt2hAquRQxt+7j9a0XoBOAgaEe6Nq4wUOP7da4AUaGe0MQym5PFRZra7FyIiISC8MN1XmO1krMf6IpjszrgbHtfSGXSuBopcBbg5r967FvDmwGNzsVbmTmY0kkb08REZkDiWBm07qq1WrY29sjJycHdnZ2YpdD1XA3VwOJBHCxUVWp/YG4dExaEwOJBNg8LQJt/JxquEIiIjI2Q36/2XND9U4DW1WVgw0A9Ax2w/DWXhAEYO7Gc8jX8OkpIiJTxnBDZuHtwWVPT928V4D3d14RuxwiIqpBDDdkFuwtFVg8siUA4KdTSdh3OV3kioiIqKYw3JDZ6BjogimdAwAAr289j8w8jcgVERFRTWC4IbPySr8mCHa3RWZeMV7fcv6Ri3ISEVH9xHBDZsVCIcNno1pBKZNi35UMbIhOFrskIiIyMoYbMjtNPezwSr/GAID/7riM5KwCkSsiIiJjYrghszSlc0O0C3BCQbEWr/H2FBGRSWG4IbMklUrw8VOhsFBIcfz6Paw/lVRpu+JSHXKLSmq5OiIiehwMN2S2/F2s8Wq/YADAwl1xSMkuLLf/9K376LjoALp/coi3roiI6hGGGzJrEzr6o42fI/I0peWentp+NgVjVp5AZp4G9/KLMXfjOWh1vHVFRFQfMNyQWZNJJfjoqVAo5VIcTcjExphkLN4bj9k/x6K4VIfuTRrAWinDqZtZ+PZYotjlEhFRFTDckNkLcrXBnD5lT0+9vvUCvjx4DQAwrVsgvhvfFgv+XH188d6riE/LFa1OIiKqGoYbIgBTOgegpbc9BAFQyCRY/HRLvD4gGFKpBKPa+qBXsCuKtTq8/GePDhER1V0MN0QA5DIpvhrbGuMi/LDhhQiMaOOt3yeRSLDwqRA4WilwOVWNz/dfFbFSIiL6Nww3RH/ydrTCe0NboI2fY4V9rrYW+PDJEADAskPXEX0zq7bLIyKiKmK4IaqiASEeGB7mBZ0ATPk+BpfvqMUuiYiIKsFwQ2SA/w5rgda+DsgpLMFz355EQjoHGBMR1TUMN0QGsFbJsXpiO7TwssO9/GKMXXUSNzPzxS6LiIj+huGGyED2lgr8MKk9gt1tkZGrwTMrT3AGYyKiOoThhqgaHK2V+GFyewQ2sMadnCKMXXUSaq5BRURUJzDcEFVTA1sV1k3pAG9HSyRlFWDR7jixSyIiIjDcED0Wd3sLLH66JQBg/ckkRF2/J3JFRETEcEP0mDo0dMbY9r4AgNe3nkdhsVbkioiIzBvDDZERvD4gGB72Frh1rwCf7eMMxkREYqpWuCkpKUFycjLi4+ORlcWZWolsLRT44MkWAIBVRxNxLjlb3IKIiMxYlcNNbm4uli1bhm7dusHOzg7+/v5o2rQpGjRoAD8/Pzz//POIjo6uyVqJ6rSewW4Y1soTOgGYt/k8F9gkIhJJlcLNkiVL4O/vj9WrV6N3797Yvn07YmNjcfXqVURFReHtt99GaWkp+vbti/79+yMhIaGm6yaqk94a3BzO1krEp+di7KoT2HMxFaVahhwiotokEQRB+LdGY8aMwf/93/+hefPmj2yn0WiwevVqKJVKTJo06V8/fOHChdi6dSvi4uJgaWmJjh074qOPPkKTJk0eesyaNWswceLEcttUKhWKior+9fMAQK1Ww97eHjk5ObCzs6vSMUSG+P1SGl5cdwalurI/Wh72FnimnS96NXVDUakWBRot8jSlKCrRwkopg6O1Eg6WCthbKeBsrYJMKhH5GxAR1T2G/H5XKdzUlP79+2P06NFo27YtSktL8cYbb+DixYu4fPkyrK2tKz1mzZo1mDVrFuLj4/XbJBIJ3NzcqvSZDDdUG27fL8D6k0nYEJ2MrPziKh/naW+BlePD0dzTvgarIyKqf+pNuPmnu3fvwtXVFYcPH0bXrl0rbbNmzRrMnj0b2dnZ1foMhhuqTUUlWuy6kIp1J5OQeDcPVko5bFRyWKtksFTKkK/RIqewBNkFxcgpLIFOAOws5Phhcnu09HEQu3wiojrDkN9vuaEnLyoqwhdffIGDBw8iIyMDOl358QRnzpwx9JR6OTk5AAAnJ6dHtsvLy4Ofnx90Oh1at26NDz/88F9vmRGJwUIhw/DW3hje2vtf26qLSjDhu1M4k5SNsatOYs3Etgj3f/SfBSIiqsjgnpuxY8fi999/x4gRI+Dm5gaJpPz4gLfffrtaheh0OgwZMgTZ2dk4duzYQ9tFRUUhISEBoaGhyMnJweLFi3HkyBFcunQJ3t4Vf0A0Gg00Go3+vVqtho+PD3tuqE7K05Ri8pponLyRBSulDN+Ob4uIQGexyyIiEl2N3payt7fHrl270KlTp8cq8p+mT5+O3bt349ixY5WGlIcpKSlB06ZNMWbMGPz3v/+tsP+dd97Bu+++W2E7ww3VVYXFWrzwQwyOJmRCJZdi4fAQDGvlBSkHGhORGTMk3Bg8iZ+XlxdsbW2rXVxlZs6ciR07duDgwYMGBRsAUCgUCAsLw7Vr1yrdP3/+fOTk5OhfycnJxiiZqMZYKmVYOS4cvYJdoSnVYc7Gc3hy2XHE3OSEmUREVWFwuPn000/x2muv4datW4/94YIgYObMmdi2bRsOHDiAgIAAg8+h1Wpx4cIFeHh4VLpfpVLBzs6u3IuorrNQyLDs2TaY26cxrJQynEvOxojlUZj+42nczMwXuzwiojrN4AHF4eHhKCoqQsOGDWFlZQWFQlFuvyHLMcyYMQPr16/HL7/8AltbW6SlpQEou/VlaWkJABg3bhy8vLywcOFCAMB7772HDh06ICgoCNnZ2fjkk09w69YtTJkyxdCvQlSnKeVSvNSrEUa188FnkVfxc3Qydl9Mw95LaejRxBVj2vmie5MGkMu4RBwR0d8ZHG7GjBmDlJQUfPjhh5UOKDbEsmXLAADdu3cvt3316tWYMGECACApKQlS6V9/ed+/fx/PP/880tLS4OjoiDZt2uD48eNo1qxZtesgqstcbS2wcHgoxnf0x6LdcTgUfxf74zKwPy4DbnYqjAr3wYROAXCyVopdKhFRnWDwgGIrKytERUWhZcuWNVVTjeI8N1TfXb+bh5+jk7H59G39BIG+Tlb4YXI7+DlXPvklEVF9V6MDioODg1FYWFjt4ojo8QQ2sMEbTzRF1Pye+GJMGHycLJGUVYCnlkXh0p0cscsjIhKdweFm0aJFmDt3Lg4dOoR79+5BrVaXexFR7VDJZRjc0hNbpnVEUw87ZOZpMPqbEziReE/s0oiIRGXwbakH41/+OdZGEARIJBJotVrjVVcDeFuKTFFOYQmeXxuDUzeyoJRL8eWYMPRt7i52WURERlOjyy8cPHiw2oURUc2wt1Rg7aR2eOmns4i8nI7p685g87QIhPk6il0aEVGtq1MLZ9YG9tyQKSvV6vDST2ex+2IaglxtsPM/naGSy8Qui4josdVozw0AZGdn49tvv8WVK1cAAM2bN8ekSZNgb29fndMRkZHIZWXLNUTfvI9rGXlYuj8Br/YLFrssIqJaZfCA4piYGAQGBuKzzz5DVlYWsrKysGTJEgQGBj7WiuBEZBwOVkq8P6w5AGD54URcuM0nqIjIvBh8W6pLly4ICgrCypUrIZeXdfyUlpZiypQpSExMxJEjR2qkUGPhbSkyFzPWn8HO86kIdrfFrzM7QynnTMZEVH/V6Dw3MTExeO211/TBBgDkcjnmzZuHmJgYw6slohrx3pDmcLJWIi4tF18fqnxhWSIiU2RwuLGzs0NSUlKF7cnJyUZfLZyIqs/ZRoV3h5TdnvrywDXsu5yOwuK6PVUDEZExGDygeNSoUZg8eTIWL16Mjh07AgD++OMPvPrqqxgzZozRCySi6hsU6oHfzt3B75fTMWVtDORSCZp72qG1nyO6NmqA7k0aPNb6cEREdZHB4Wbx4sWQSCQYN24cSktLAQAKhQLTp0/HokWLjF4gEVWfRCLBoqdCYWNxGccSMpGRq8G52zk4dzsHq/+4iR5NGuDD4SHwsLcUu1QiIqMxaECxVqvFH3/8gZCQEKhUKly/fh0AEBgYCCsrqxor0pg4oJjMlSAISMkuxOlb93HqRhY2xdxGsVYHW5Uc/zeoKUaG+7AXh4jqLEN+vw1+WsrCwgJXrlxBQEDAYxUpFoYbojLXMnLxyqbziE3OBgB0aeSCj0eEsheHiOqkGn1aqkWLFkhMTKx2cURUNwS52mLL9I5444lgqORSHE3IxLCv/kB8Wq7YpRERPRaDw83777+PV155BTt27EBqaipXBSeqx2RSCV7oGohds7qgsZsN0tUaPL38OE7fyhK7NCKiaqv2quBA+ZXBuSo4Uf2WXVCMSWuicSYpGxYKKZaNbYMewa5il0VEBICrghNRNThYKbFuSgdMX3cah+LvYsraGHwyIhTDW3uLXRoRkUEM7rlJSkqCj0/FpyoEQUBycjJ8fX2NWqCxseeG6NFKtDrM23we286mAAD6NXfDG080hZ+ztciVEZE5q9EBxQEBAbh7926F7VlZWfX2CSoi+otCJsWnT7fE9O6BkEqAvZfS0WfJESzcfQW5RSVil0dE9K8MDjcPxtb8U15eHiwsLIxSFBGJSyqV4LX+wdg9qyu6NHJBsVaHbw4nosfiQ/glNkXs8oiIHqnKY27mzJkDoGwQ8YIFC8pN2qfVanHy5Em0atXK6AUSkXiauNti7aR2OBifgfd3XEFiZj5mbYjFicQsvD24GSwUMrFLJCKqoMrh5uzZswDKem4uXLgApVKp36dUKtGyZUu88sorxq+QiEQlkUjQM9gNnYMa4MsDCfji4DX8dCoJscnZ+HpsawS4cCwOEdUtBg8onjhxIj7//PN6OxiXA4qJHs+Rq3fx8s+xuJdfDBuVHIueCsGgUE+xyyIiE1ejyy9U9mEHDhxAcHAwgoODH+dUtYLhhujxpauL8NL6szh1s2yyv2fa++KtQbxNRUQ1p0aflho5ciS+/PJLAEBhYSHCw8MxcuRIhISEYMuWLdWrmIjqFTc7C6x/vj1e7B4IiQRYfzIJQ748xqUbiKhOMDjcHDlyBF26dAEAbNu2DYIgIDs7G0uXLsX7779v9AKJqG6Sy6SY1z8YP0xqjwa2KlxNz8OQL49h3clbeMwOYSKix2JwuMnJyYGTkxMAYM+ePXjqqadgZWWFgQMHIiEhwegFElHd1rmRC3bP6oJujRtAU6rDm9suYvSKEzgYn8GQQ0SiMDjc+Pj4ICoqCvn5+dizZw/69u0LALh//z7nuSEyUy42Kqye0BZvPtEUCpkEJ29kYeLqaPT/31FsOX0bxaU6sUskIjNicLiZPXs2xo4dC29vb3h6eqJ79+4Aym5XhYSEGLs+IqonpFIJnu/aEIdf7YEpnQNgrZQhPj0XczedQ/dPDmLPxTSxSyQiM1Gtp6ViYmKQnJyMPn36wMbGBgCwc+dOODg4oFOnTkYv0pj4tBRR7cgpLMH6k0n47o8buJurAQD0beaGd4c2h4e9pcjVEVF9U6uPgtc3DDdEtauoRIsvD1zD8sPXUaoTYKOS45W+jfFchD9k0opLuRARVaZGw82DZRgqnEgigYWFBYKCgjB06FD9oOO6huGGSBzxabmYv/U8ziRlAwBcbVXo3cwNfZq6ISLQmXPkENEj1Wi46dGjB86cOQOtVosmTZoAAK5evQqZTIbg4GDEx8dDIpHg2LFjaNasWfW/RQ1huCESj04nYN2pJHyyJw7qolL9diulDE+EeOC9oc1hpazyqjBEZEZqdBK/oUOHonfv3rhz5w5Onz6N06dP4/bt2+jTpw/GjBmDlJQUdO3aFS+//HK1vwARmSapVILnOvgh+v96Y83Etni2gy/c7SxQUKzF5tO3sfzQdbFLJCITYHDPjZeXFyIjIyv0yly6dAl9+/ZFSkoKzpw5g759+yIzM9OoxRoDe26I6hZBELDp9G3M23weVkoZDr/aAw1sVWKXRUR1TI323OTk5CAjI6PC9rt370KtVgMAHBwcUFxcbOipicgMSSQSPN3GGy297VFQrMWXBzgZKBE9nmrdlpo0aRK2bduG27dv4/bt29i2bRsmT56MYcOGAQBOnTqFxo0bG7tWIjJREokEr/UvW3h3/akkJN0rELkiIqrPDA4333zzDXr16oXRo0fDz88Pfn5+GD16NHr16oXly5cDAIKDg7Fq1SqjF0tEpqtjkAu6NHJBiVbAksh4scshonqs2vPc5OXlITExEQDQsGFD/WR+dR3H3BDVXRdTcjDoi2OQSICdL3VBM8+//owWlWiRrymFsw3H4xCZoxodc/OAjY0NQkNDERoaWm+CDRHVbS287DEo1AOCAHyyNw4AcCe7EB/tiUOHhfsRsfAAYpOzxS2SiOo8g3tu8vPzsWjRIuzfvx8ZGRnQ6coviPegN6euYs8NUd12MzMfvZccRqlOQJdGLjh+/R60ur/+mhoY4oGvxrYWsUIiEoMhv98Gz5Y1ZcoUHD58GM899xw8PDwgkXD6dCIyHn8Xa4xq64N1J5NwNKFsOomOgc7o3dQN7+24jD2X0pCWUwR3ewuRKyWiusrgcLN7927s3Lmzzi+QSUT115w+jZGWUwRXOxXGd/RHsHvZ/6XtuZSGUzeysP7kLczp20TkKomorjI43Dg6OtbZdaOIyDQ426jw7YS2FbaPj/AvCzenkjCjZxBUcq5HRUQVGTyg+L///S/eeustFBRwHgoiql19m7vBzU6FzLxi7L6Q9q/tL6bk4JO9cTiacLcWqiOiusLgAcVhYWG4fv06BEGAv78/FApFuf1nzpwxaoHGxgHFRPXb0v0JWBJ5FWG+Dtj2YsXb4/fzi/FLbAo2xtzG5dSyWdOVMil+ntoBYb6OtV0uERlJjQ4ofjALMRGRGMa088UXBxJwNikb529nI9TbAQCgKdXikz3xWBt1C8Xasqc4lTIpvBwtcSMzH1N/OI3fXuoMNzsORCYyddWexK++Ys8NUf03e8NZbI+9g6dae+PTkS1x614+Zq4/iwspOQCA5p52GBnug6GtPCGXSfHkV38gISMPYb4O2PBCB47VIaqHamUSPyIisYzr6A8A+O38Haw7eQuDlh7DhZQcOFgpsHJcOHb+pwvGd/SHg5USNio5Vo4Lh52FHGeTsvF/2y7CzP6fjsjsGBxutFotFi9ejHbt2sHd3R1OTk7lXkRENS3MxwEhXvYoLtXhzW0XkaspRbifI3b9pwv6NHOr0N7fxRpfPtMaUgmw6fRtfH/8Zu0XTUS1xuBw8+6772LJkiUYNWoUcnJyMGfOHAwfPhxSqRTvvPNODZRIRFSeRCLB+D97bwDgxe6B+OmFDvB0sHzoMV0bN8D8AU0BAP/deYXLOBCZMIPH3AQGBmLp0qUYOHAgbG1tERsbq9924sQJrF+/vqZqNQqOuSEyDTqdgI0xyQh0tUFb/6r1GguCgJk/ncXO86lo7euALdM7cpZ1onqiRsfcpKWlISQkBEDZ4pk5OWUD+AYNGoSdO3dWo1wiIsNJpRKMbudb5WADlPX4vDWoGSwVMpxJysauKsyVQ0T1j8HhxtvbG6mpqQDKenF+//13AEB0dDRUKpVxqyMiMjI3OwtM7dYQALBozxVoSrUiV0RExmZwuHnyySexf/9+AMBLL72EBQsWoFGjRhg3bhwmTZpk9AKJiIztha4N4WanQnJWIQcXE5mgx57n5sSJEzh+/DgaNWqEwYMHG6uuGsMxN0QEAJtikvHq5vOwVclx6NXucLZhzzNRXWbI7zcn8SMis6TTCRj85TFcuqPGuAg/vDe0hdglEdEjGH1A8YkTJ6r84QUFBbh06VKV2xMRiUEqleDNgWWPhq87mYRrGXkiV0RExlKlcPPcc8+hX79+2LRpE/Lz8yttc/nyZbzxxhsIDAzE6dOnjVokEVFN6Bjogt5N3aDVCXhi6VF0WnQAg784hvHfncI7v15CZp5G7BKJqBqqdFuqpKQEy5Ytw1dffYXExEQ0btwYnp6esLCwwP379xEXF4e8vDw8+eSTeOONN/SPitdFvC1FRH93IzMfQ748htyi0gr7/Jyt8P3EdvB3sRahMiL6uxodcxMTE4Njx47h1q1bKCwshIuLC8LCwtCjR496sfwCww0R/VNRiRYZag3u5WuQlV+MzDwNvjx4DclZhXCyVuLb8eEI83UUu0wis8YBxY/AcENEVZGRW4TJa2JwISUHFgopvhzTGr0rWbeKiGpHvVkVfOHChWjbti1sbW3h6uqKYcOGIT4+/l+P27RpE4KDg2FhYYGQkBDs2rWrFqolInPiamuBDS90QPcmDVBUosMLP8Rgw6kkscsioioQNdwcPnwYM2bMwIkTJxAZGYmSkhL07dv3oYOWAeD48eMYM2YMJk+ejLNnz2LYsGEYNmwYLl68WIuVE5E5sFbJsWpcOEaF+0AnAPO3XcDO86lil0VE/6JO3Za6e/cuXF1dcfjwYXTt2rXSNqNGjUJ+fj527Nih39ahQwe0atUKy5cv/9fP4G0pIjKUIAh465dL+OHELShlUnw/qR0iAp3FLovIrNSb21L/9GARzkcNTI6KikLv3r3LbevXrx+ioqIqba/RaKBWq8u9iIgMIZFI8M6Q5ujf3B3FWh1eWBuDK6n8u4SornqscFNUVGSsOqDT6TB79mx06tQJLVo8fKbQtLQ0uLmVH9Tn5uaGtLTKV/dduHAh7O3t9S8fHx+j1UxE5kMmleB/o1uhnb8TcjWlmLD6FG7fLxC7LCKqhMHhRqfT4b///S+8vLxgY2ODxMREAMCCBQvw7bffVruQGTNm4OLFi9iwYUO1z1GZ+fPnIycnR/9KTk426vmJyHxYKGRYOS4cjd1skK7WYPx3p5CaUyh2WUT0DwaHm/fffx9r1qzBxx9/DKVSqd/eokULrFq1qlpFzJw5Ezt27MDBgwfh7e39yLbu7u5IT08vty09PR3u7u6VtlepVLCzsyv3IiKqLnsrBb6f1A4e9ha4fjcf/f93FLsucJAxUV1icLhZu3YtVqxYgbFjx0Imk+m3t2zZEnFxcQadSxAEzJw5E9u2bcOBAwcQEBDwr8dERERg//795bZFRkYiIiLCoM8mIqouD3tLbHihA0K97ZFTWIIX153Bq5vOIU9TcZZjIqp9BoeblJQUBAUFVdiu0+lQUlJi0LlmzJiBH3/8EevXr4etrS3S0tKQlpaGwsK/unnHjRuH+fPn69/PmjULe/bswaeffoq4uDi88847iImJwcyZMw39KkRE1ebnbI0t0ztiRo9ASCTAptO3MXDpUcQmZ4tdGpHZMzjcNGvWDEePHq2wffPmzQgLCzPoXMuWLUNOTg66d+8ODw8P/evnn3/Wt0lKSkJq6l9dvh07dsT69euxYsUKtGzZEps3b8b27dsfOQiZiKgmKGRSvNovGBue7wAvB0vculeAkcujsO3sbbFLIzJrckMPeOuttzB+/HikpKRAp9Nh69atiI+Px9q1a8vNPVMVVZli59ChQxW2Pf3003j66acN+iwioprSvqEzds3qglc3ncPvl9Px8s/ncC0jD3P7NIFUKhG7PCKzY3DPzdChQ/Hbb79h3759sLa2xltvvYUrV67gt99+Q58+fWqiRiKiOs/eUoHlz7bBi90DAQBfHbyOF9edQUExx+EQ1bY6NUNxbeAMxURU07acvo35Wy+gWKtDYzcbtPV3go2FHLYqOaxVcjhaKeFso4SLjQrONko4WSkhl9WpOVWJ6hxDfr8Nvi0VHR0NnU6H9u3bl9t+8uRJyGQyhIeHG3pKIiKT8lQbb/g6W2HqD6dxNT0PV9PzHtne3lKBz0a1RM9grjpOZAwG99y0a9cO8+bNw4gRI8pt37p1Kz766COcPHnSqAUaG3tuiKi2pOUUYffFVOQUliCvqBR5mlLkFpXifkEx7uUV416+Bln5xdAJgKVChp+ndkCot4PYZRPVSYb8fhscbmxsbHD+/Hk0bNiw3PYbN24gNDQUubm5hldcixhuiKguKS7VYcraGBy5ehcuNkpse7ETfJysxC6LqM6p0YUzVSpVhRmCASA1NRVyucF3uYiIzJpSLsXXY1ujmYcdMvOKMWH1KWQXFItdFlG9ZnC46du3r369pgeys7Pxxhtv8GkpIqJqsFHJsXpiW/2SDi/8cBqaUq3YZRHVWwbflkpJSUHXrl1x7949/aR9sbGxcHNzQ2RkZJ1fdZu3pYioropLU+PpZVHI1ZRicEtPLB3dChIJ58khAmp4zA0A5OfnY926dTh37hwsLS0RGhqKMWPGQKFQVLvo2sJwQ0R12R/XMjH+u1Mo1Ql4uXdjzOrdSOySiOqEGg839RnDDRHVdT+dSsL8rRcAAF890xoDQz1ErohIfDU6zw0AJCQk4ODBg8jIyIBOpyu376233qrOKYmI6E9j2vkiIT0P3/1xA3M3xcLXyQoh3vZil0VUbxjcc7Ny5UpMnz4dLi4ucHd3L3c/WCKR4MyZM0Yv0pjYc0NE9UGpVofJ38fg8NW7cLNT4deZneFmZyF2WUSiqdHbUn5+fnjxxRfx2muvPVaRYmG4IaL6Ql1UguFfH8e1jDyEetvjuwlt4WKjErssIlHU6Dw39+/f54rcRES1wM5CgW/Hh8PBSoHzt3PQceEBzN14DhdTcsq1EwQBaTlFiEtTw8yGURJVyuCem8mTJ6Nt27aYNm1aTdVUo9hzQ0T1zbnkbLz16yWcS87Wb2vr74iGLja4mpGLa+l5yNWUrT4+r38TvNg9SKRKiWpOjQ4oDgoKwoIFC3DixAmEhIRUePz7P//5j6GnJCKiR2jp44BfZnTC2aT7WHP8JnaeT0X0zfuIvnlf30YqAXQCsHhvPML9nNAuwEnEionEZXDPTUBAwMNPJpEgMTHxsYuqSey5IaL6Ll1dhK1nUlBUokVjN1s0crOBv7M1Xt9yHlvPpsDdzgK7ZnWBk7VS7FKJjIbz3DwCww0Rmap8TSkGf3kMiXfz0b1JA3w3vi2kUs5wTKahRgcUExFR3WStkuOrZ1pDKZfiUPxdrDxat3vSiWpKtSbxu337Nn799VckJSWhuLj86rVLliwxSmFERGS4ph52eHtwM7y57SI+3huPcH8ntPFzFLssolplcLjZv38/hgwZgoYNGyIuLg4tWrTAzZs3IQgCWrduXRM1EhGRAZ5p54uo6/ew43wqZq4/g20vdoK7PScAJPNh8G2p+fPn45VXXsGFCxdgYWGBLVu2IDk5Gd26deP8N0REdYBEIsHC4SFo2MAaqTlFmLgmGnl/PipOZA4MDjdXrlzBuHHjAAByuRyFhYWwsbHBe++9h48++sjoBRIRkeFsLRT4fmI7uNgocSVVjek/nkaJVvfvBxKZAIPDjbW1tX6cjYeHB65fv67fl5mZabzKiIjosfg4WeG7CW1hqZDhaEIm3tx2gTMYk1kwONx06NABx44dAwA88cQTmDt3Lj744ANMmjQJHTp0MHqBRERUfaHeDvhiTBikEmBjzG18vj8BOQUluJurQUp2IW5m5qOoRCt2mURGZfA8N4mJicjLy0NoaCjy8/Mxd+5cHD9+HI0aNcKSJUvg5+dXU7UaBee5ISJz9MOJW1iw/WKl+/ydrfDbS51ha6GodD9RXcBJ/B6B4YaIzNXn+xLw5cEElGjL/tpXyqTQCgK0OgFPt/HGJ0+3FLlCooer0XDTsGFDREdHw9nZudz27OxstG7dmssvEBHVYZpSLSSQQCGTQCKR4NSNLIxaEQVBAFY81wZ9m7uLXSJRpWp0huKbN29Cq614f1aj0SAlJcXQ0xERUS1SyWVQyqWQSMqWZWgX4IQXujYEAMzfegGZeRoxyyMyiipP4vfrr7/q/3nv3r2wt7fXv9dqtdi/fz/8/f2NWhwREdW8OX0a43D8XcSl5eL1LRewclwbffghqo+qfFtKKi3r5JFIJBUeJVQoFPD398enn36KQYMGGb9KI+JtKSKiiq6kqjH0yz9QrNXh46dCMbKtj9glEZVTI7eldDoddDodfH19kZGRoX+v0+mg0WgQHx9f54MNERFVrqmHHeb0bQwAePe3S0jOKhC5IqLqM3jMzY0bN+Di4lJuW3Z2trHqISIikTzfpSHa+Tshv1iLRbvjxC6HqNoMDjcfffQRfv75Z/37p59+Gk5OTvDy8sK5c+eMWhwREdUemVSC94Y1h0QC7LyQiospOWKXRFQtBoeb5cuXw8en7F5sZGQk9u3bhz179mDAgAF49dVXjV4gERHVnmB3Owxr5QUA+HhvvMjVEFWPweEmLS1NH2527NiBkSNHom/fvpg3bx6io6ONXiAREdWul3s3hlwqwZGrdxF1/Z7Y5RAZzOBw4+joiOTkZADAnj170Lt3bwCAIAiVzn9DRET1i6+zFca08wUAfLw3jottUr1jcLgZPnw4nnnmGfTp0wf37t3DgAEDAABnz55FUFCQ0QskIqLa91LPIFgopDiblI19VzIqbVOi1SErvxhJ9wpw6U4OcgpKarlKospVeRK/Bz777DP4+/sjOTkZH3/8MWxsbAAAqampePHFF41eIBER1T5XOwtM7BSAZYeuY/HeePQMdoVUApy+dR8/nLiF/VcykKcpLXeMtVKG159oirHtfCGVchJAEg8XziQiokrlFJSgy8cHoC4qxei2PohNzkZcWm6FdpaKsiUdcgrLem4iGjrjo6dC4etsVdslkwkz+sKZv/76KwYMGACFQlFuGYbKDBkyxLBqaxnDDRFR1X196Bo+3vPXU1MWCimGtvTC6HY+CHCxhrVKDoVMCp1OwPdRN/HxnngUlmhhqZBhbt/GaOZph1Jt2crjJVodQr0d4G5vIeI3ovrK6OFGKpUiLS0Nrq6u+mUYKj2ZRFLnBxUz3BARVV1hsRbPrDqBvKJSjG7nixGtvWFvpXho+1v38vHalvM4kZhV6X4LhRQ/Pd8BYb6ONVUymSijhxtTwnBDRFSzdDoB604lYf3JJGh1OsikUihkEtwvKEZyViGcrJXYOr0j/F2sxS6V6hGGm0dguCEiEke+phSjV5zAhZQc+DlbYev0jnC2UYldFtUTNbJwJlC2eOZ3332HQYMGoUWLFggJCcGQIUOwdu1azoNARESPZK2S49sJ4fB2tMStewWY9H0MCovr9lAGqp+qHG4EQcCQIUMwZcoUpKSkICQkBM2bN8etW7cwYcIEPPnkkzVZJxERmQBXWwt8P6kdHKwUOJecjZd+Ogutjv9zTMZV5XCzZs0aHDlyBPv378fZs2fx008/YcOGDTh37hz27duHAwcOYO3atTVZKxERmYDABjZYNS4cSrkU+66k481tF9j7T0ZV5XDz008/4Y033kCPHj0q7OvZsydef/11rFu3zqjFERGRaQr3d8LS0a0glQAbopPx4a4rDDhkNFUON+fPn0f//v0fun/AgAE4d+6cUYoiIiLT17+FBxY9FQoAWHn0Br44cK1Cm5yCEhyMz0Bxqa62y6N6rMrLL2RlZcHNze2h+93c3HD//n2jFEVEROZhZLgP8opK8d6Oy1gSeRU2KjkmdQ5AQnouVh+/iW1nUlBYosUz7X3x4ZMhYpdL9USVw41Wq4Vc/vDmMpkMpaWlD91PRERUmUmdA5BbVIrP9l3Fezsu47fzd3A2Kbtcm5+jkzG5cwACG9iIUyTVK1UON4IgYMKECVCpKp+TQKPRGK0oIiIyL//pFYQ8TQlWHr2Bs0nZkEqAPs3cMLFTAFYdTcS+KxlYvDcey55tU+nx+ZpSWKsMXguaTFSV/0sYP378v7YZN27cYxVDRETmSSKR4I0nmqKBrQo5hSUY3dYXPk5lC286WimxPy4Duy+mITY5G618HModu/zwdSzaHYf/G9gUU7o0FKF6qms4QzEREdV5czeew5YztxHR0Bnrn28PiUQCAPglNgWzNsQCKFu36sDc7vB0sKxw/O37BVh19Aaei/Djra16qsZmKCYiIhLDy30aQSmTIirxHo4kZAIATiTew6ubzgMAbFVyFJXosHB3XIVjNaVaTP3hNNYcv4lVRxNrtW4SB8MNERHVed6OVnguwg8A8PGeOCSk5+KFtTEo1urwRIg71j/fARIJ8Nu5Ozh1o/yK5J/+fhWX7qgBALfvF9Z67VT7GG6IiKhemNEjCLYqOS7dUePJr49DXVSK1r4OWDKyFUK87TG6rS8A4J1fL+mXdDiWkIkVR/7qrbmTzXBjDhhuiIioXnCyVuKFrmUDhvM0pfB3tsKq8W1hoZABAF7p2xi2FnJcTlXj5+hkZOUXY87GWABAl0YuAIDUnCLOhGwGGG6IiKjemNwlAL5OVmhgq8Lqie3gZK3U73O2UeHl3o0BAJ/sjcOcjbHIyNUgsIE1lo4OAwAUFGuhLuKcbKaOkwIQEVG9YaWU4/eXu0InCLBSVvwJey7CDz+dSkJCRh4Oxd+FQibB56PD4GithKOVAvcLSpCaUwh7S4UI1VNtYc8NERHVKxYKWaXBBgAUMineGtxM/35ev2C08LIHAHjYlz0inppdVPNFkqjYc0NERCalS6MGeOOJYOQWlWJy5wD9dg97C1xOVeNODgcVmzqGGyIiMjkvdA2ssM3DwQIAe27Mgai3pY4cOYLBgwfD09MTEokE27dvf2T7Q4cOQSKRVHilpaXVTsFERFRv6W9L5TDcmDpRw01+fj5atmyJr776yqDj4uPjkZqaqn+5urrWUIVERGQqPB/03PC2lMkT9bbUgAEDMGDAAIOPc3V1hYODg/ELIiIik8WeG/NRL5+WatWqFTw8PNCnTx/88ccfj2yr0WigVqvLvYiIyPx42Jf13NzJLuREfiauXoUbDw8PLF++HFu2bMGWLVvg4+OD7t2748yZMw89ZuHChbC3t9e/fHx8arFiIiKqK9z/DDeaUh3uF5SIXA3VJIlQR+KrRCLBtm3bMGzYMIOO69atG3x9ffHDDz9Uul+j0UCj0ejfq9Vq+Pj4VGnJdCIiMi3h70ciM68YO//TGc097cUuhwygVqthb29fpd/vetVzU5l27drh2rVrD92vUqlgZ2dX7kVEROaJE/mZh3ofbmJjY+Hh4SF2GUREVA88uDXFJ6ZMm6hPS+Xl5ZXrdblx4wZiY2Ph5OQEX19fzJ8/HykpKVi7di0A4H//+x8CAgLQvHlzFBUVYdWqVThw4AB+//13sb4CERHVI54PBhXziSmTJmq4iYmJQY8ePfTv58yZAwAYP3481qxZg9TUVCQlJen3FxcXY+7cuUhJSYGVlRVCQ0Oxb9++cucgIiJ6GA+HB7el2HNjyurMgOLaYsiAJCIiMi2/xKZg1oZYtA9wws9TI8QuhwxgVgOKiYiIqsrTgRP5mQOGGyIiMhvudmVjbtJyiqDTmdWNC7PCcENERGbD3d4CEglQrNXhXn6x2OVQDWG4ISIis6GQSdHARgWAj4ObMoYbIiIyKx4cd2PyGG6IiMisePw57oaPg5suhhsiIjIrHg4PZilmz42pYrghIiKz4vnn+lKcpdh0MdwQEZFZ0ffc8LaUyWK4ISIis6JfGZw9NyaL4YaIiMyKx5+LZ6ari6DlRH4mieGGiIjMiqutClIJUKoTkJmnEbscqgEMN0REZFbkMinc/nwc/A7H3ZgkhhsiIjI7D25NcdyNaWK4ISIis8NZik0bww0REZkdzlJs2hhuiIjI7LDnxrQx3BARkdnx/HPMzR2uDG6SGG6IiMjs6HtustlzY4oYboiIyOw8eFoqI7cIpVqdyNWQsTHcEBGR2Wlgo4JKLoVOABIz88Uuh4yM4YaIiMyOVCpBh4bOAIADcRkiV0PGxnBDRERmqVdTVwDAgSsMN6aG4YaIiMxSz+CycBNzKwvZBcUiV0PGxHBDRERmydvRCsHuttAJwOGrd8Uuh4yI4YaIiMzWg96bfbw1ZVIYboiIyGw9GHdzOD4DJXwk3GQw3BARkdlq5eMIJ2sl1EWlOH3rvtjlkJEw3BARkdmSSSXo3qQBAD4SbkoYboiIyKz1CnYDAOy7ki5yJWQsDDdERGTWujR2gVwqQeLdfNzgbMUmgeGGiIjMmp2FAu0bOgHgrSlTwXBDRERmr+eft6YOxPHWlClguCEiIrPX68/5bk4mZkFdVCJyNfS4GG6IiMjs+btYo2EDa5TqBKz54yaSswogCILYZVE1ycUugIiIqC7o3dQNK+4mYknkVSyJvApblRzBHrZwt7dEqVaH4lIdirU6SCQSzOwRhHYBTmKXTA/BcENERATg+S4NkVtUgnPJObiWkYdcTSmib94HUHFyv6R7+Yic0w0KGW+A1EUMN0RERAAa2KqwcHgoAKBEq8P1u3m4kqrGvbxiqORSKOVSyKVSfLjrCm7eK8CmmNt4pr2vyFVTZRhuiIiI/kEhkyLY3Q7B7nYV9uUUluC9HZfx+f6rGN7aCxYKWYU2giBAIpHURqlUCfanERERGWBsB194OVgiXa3B2qibFfb/EpuCFm/vxaqjibVfHAFguCEiIjKISi7DrN6NAABfH7qO3L89Or7vcjrmbDyH/GIt/rcvAdkFxWKVadYYboiIiAw0PMwLgQ2skV1QgpVHbwAAoq7fw4vrz0CrE6CQSZCnKcV3f9wUt1AzxXBDRERkILlMilf6NgEAfHs0EYfiM/D82hgUl+rQu6kbloxsBQBY/ccN5BRyUsDaxnBDRERUDf1buCPU2x75xVpMWB2NPE0pIho648tnwjAwxAON3WyQW1SK74/fFLtUs8NwQ0REVA0SiQSv9muifx/qbY+V48NhoZBBKpXgpZ5l43K+PXaj3LgcAEjNKcSnv8fjWkZerdZsLhhuiIiIqqlzkAue7eCLzkEuWDOxHWxUf82w8kSIBwIbWCOnsARro27pt59Nuo8hX/6BLw5cwws/xKBUqxOjdJPGcENERFRNEokE7w8LwY9T2sPJWllun+xvvTerjiYiX1OK7WdTMGrFCdzN1QAAEu/m4+eY5Fqv29Qx3BAREdWQQaEeCHCxxv2CEjyz6iRm/xz756BjV/0trc8iE5CvKRW5UtPCcENERFRD5DIpZvQIAgCcS84GAEzvHogVz4Xj+S4N4edshcw8DVZywj+jYrghIiKqQcNaeaK5px2UcimWjGyJ1/oHQyqVQCmXYl6/YADAiiOJyMgtKnecplSL3RdS9bewqOq4thQREVENksuk2DytI3SCAGtV+Z/dJ0Lc0dLHAeeSs/H5vgR88GQIAOD87WzM3XgOCRl5cLVVYdX4cIR6O4hQff3EnhsiIqIaZqmUVQg2QNmA5DcGlPXebIhOxpVUNT79PR5Pfn0cCX8+Jp6Rq8HIb6Kw60JqrdZcnzHcEBERiah9Q2f0buoGrU7AkC+P4YsD16DVCRjc0hNHXu2B7k0aoKhEhxfXncFXB69BEASxS67zGG6IiIhE9vqAJpBKgBKtACdrJb4e2xpfjAmDr7MVVo0Lx4SO/gCAT/bGY+6mcyjh3DiPxDE3REREIgtytcXip1viSqoaU7sFwsVGpd8nl0nxzpDmCHS1wTu/XsLWMyko0GjxxTNhUMjYR1EZiWBm/VtqtRr29vbIycmBnZ2d2OUQERFV2YG4dEz74QyKtTr0a+6GL8a0hlJuHgHHkN9v87giREREJqBnsBtWjGsDpVyKvZfSMWP9GRSX8hbVP7HnhoiIqJ45fPUunl8bo5/teHRbX1xJVSMuLRdX0tRQF5bAy8ES3k5W8HG0gr+zFYa08oSVsv6ORjHk95vhhoiIqB468mfA0VSx5ybczxGbpkVAIpHUcGU1w5Df7/ob4YiIiMxY18YN8O34tpi3+RzsLBVo6mGHph62CHa3g5O1ErfvF+L2/QLcvl+IjTHJiLl1H9tjU/BkmLfYpdc49twQERGZuK8PXcPHe+LhZqfCgbndK51QsK7jgGIiIiLSm9QpAL5OVkhXa7Ds0HWxy6lxooabI0eOYPDgwfD09IREIsH27dv/9ZhDhw6hdevWUKlUCAoKwpo1a2q8TiIiovrMQiHDmwObAgBWHE1E0r0CkSuqWaKGm/z8fLRs2RJfffVVldrfuHEDAwcORI8ePRAbG4vZs2djypQp2Lt3bw1XSkREVL/1beaGTkHOKC7V4cNdV/61/f38Ypy+lYU72YXQ6urXCJY6M+ZGIpFg27ZtGDZs2EPbvPbaa9i5cycuXryo3zZ69GhkZ2djz549VfocjrkhIiJzFZ+WiyeWHoVWJ2D9lPboGORSoU1OQQlWHL2O1X/cREGxFgCglEnh5WgJXycrTO4cgK6NG9R26aY75iYqKgq9e/cut61fv36IiooSqSIiIqL6o4m7LZ5t7wsA+L9fLuLHE7fwx7VMpGQXQl1Ugi/2J6Dzxwfw1cHrKCjWwsVGCblUgmKtDjcy83H46l1MWRuD07fui/xNHq1eDZdOS0uDm5tbuW1ubm5Qq9UoLCyEpaVlhWM0Gg00Go3+vVqtrvE6iYiI6qqX+zTGL+fuIPFuPv5v+8VK2zRxs8Xcvo3Rp1nZauVp6iIkZxVi5dFEHIjLwNQfYvDLzM7wcqj4u1sX1Kuem+pYuHAh7O3t9S8fHx+xSyIiIhKNg5USm6dFYHLnAPQKdkXDBtZQyMom9gtwscbno1th96wu6NvcHRKJBHKZFN6OVogIdMYXY8LQ1MMOmXnFmPJ9DPI1pSJ/m8rVq54bd3d3pKenl9uWnp4OOzu7SnttAGD+/PmYM2eO/r1arWbAISIisxbkaosFg5rp35dqdbiXXwwXGxVk0ofPYGytkmPV+HAM/fIYrqSq8fLPsVj+bBtIH3GMGOpVz01ERAT2799fbltkZCQiIiIeeoxKpYKdnV25FxEREf1FLpPCzc7ikcHmAS8HS3zzXDiUMil+v5yOxb/H10KFhhE13OTl5SE2NhaxsbEAyh71jo2NRVJSEoCyXpdx48bp20+bNg2JiYmYN28e4uLi8PXXX2Pjxo14+eWXxSifiIjILLXxc8RHI0IAAF8fuo6NMckiV1SeqOEmJiYGYWFhCAsLAwDMmTMHYWFheOuttwAAqamp+qADAAEBAdi5cyciIyPRsmVLfPrpp1i1ahX69esnSv1ERETm6skwb8zoEQgAeGPrBRxNuCtyRX+pM/Pc1BbOc0NERGQcgiBg9s+x+CX2DmxUcmyaFoGmHjXz22qy89wQERFR3SGRSPDxiFC0D3BCnqYUE1dHIzWnUOyyGG6IiIio+lRyGVY8F44gVxukqYswcXU01EUlotbEcENERESPxd5KgTUT26KBrQpxabl48cczKNHqRKuH4YaIiIgem7ejFb4b3xZWShlcbVUQc0RvvZrEj4iIiOquEG97/PZSZzR0sYZEIt7Efgw3REREZDSBDWzELoG3pYiIiMi0MNwQERGRSWG4ISIiIpPCcENEREQmheGGiIiITArDDREREZkUhhsiIiIyKQw3REREZFIYboiIiMikMNwQERGRSWG4ISIiIpPCcENEREQmheGGiIiITIrZrQouCAIAQK1Wi1wJERERVdWD3+0Hv+OPYnbhJjc3FwDg4+MjciVERERkqNzcXNjb2z+yjUSoSgQyITqdDnfu3IGtrS0kEolRz61Wq+Hj44Pk5GTY2dkZ9dz0F17n2sHrXDt4nWsPr3XtqKnrLAgCcnNz4enpCan00aNqzK7nRiqVwtvbu0Y/w87Ojn9wagGvc+3gda4dvM61h9e6dtTEdf63HpsHOKCYiIiITArDDREREZkUhhsjUqlUePvtt6FSqcQuxaTxOtcOXufawetce3ita0dduM5mN6CYiIiITBt7boiIiMikMNwQERGRSWG4ISIiIpPCcENEREQmheHGSL766iv4+/vDwsIC7du3x6lTp8QuqV5buHAh2rZtC1tbW7i6umLYsGGIj48v16aoqAgzZsyAs7MzbGxs8NRTTyE9PV2kik3DokWLIJFIMHv2bP02XmfjSUlJwbPPPgtnZ2dYWloiJCQEMTEx+v2CIOCtt96Ch4cHLC0t0bt3byQkJIhYcf2j1WqxYMECBAQEwNLSEoGBgfjvf/9bbj0iXmfDHTlyBIMHD4anpyckEgm2b99ebn9VrmlWVhbGjh0LOzs7ODg4YPLkycjLy6uZggV6bBs2bBCUSqXw3XffCZcuXRKef/55wcHBQUhPTxe7tHqrX79+wurVq4WLFy8KsbGxwhNPPCH4+voKeXl5+jbTpk0TfHx8hP379wsxMTFChw4dhI4dO4pYdf126tQpwd/fXwgNDRVmzZql387rbBxZWVmCn5+fMGHCBOHkyZNCYmKisHfvXuHatWv6NosWLRLs7e2F7du3C+fOnROGDBkiBAQECIWFhSJWXr988MEHgrOzs7Bjxw7hxo0bwqZNmwQbGxvh888/17fhdTbcrl27hDfffFPYunWrAEDYtm1buf1Vuab9+/cXWrZsKZw4cUI4evSoEBQUJIwZM6ZG6mW4MYJ27doJM2bM0L/XarWCp6ensHDhQhGrMi0ZGRkCAOHw4cOCIAhCdna2oFAohE2bNunbXLlyRQAgREVFiVVmvZWbmys0atRIiIyMFLp166YPN7zOxvPaa68JnTt3fuh+nU4nuLu7C5988ol+W3Z2tqBSqYSffvqpNko0CQMHDhQmTZpUbtvw4cOFsWPHCoLA62wM/ww3Vbmmly9fFgAI0dHR+ja7d+8WJBKJkJKSYvQaeVvqMRUXF+P06dPo3bu3fptUKkXv3r0RFRUlYmWmJScnBwDg5OQEADh9+jRKSkrKXffg4GD4+vryulfDjBkzMHDgwHLXE+B1NqZff/0V4eHhePrpp+Hq6oqwsDCsXLlSv//GjRtIS0srd63t7e3Rvn17XmsDdOzYEfv378fVq1cBAOfOncOxY8cwYMAAALzONaEq1zQqKgoODg4IDw/Xt+nduzekUilOnjxp9JrMbuFMY8vMzIRWq4Wbm1u57W5uboiLixOpKtOi0+kwe/ZsdOrUCS1atAAApKWlQalUwsHBoVxbNzc3pKWliVBl/bVhwwacOXMG0dHRFfbxOhtPYmIili1bhjlz5uCNN95AdHQ0/vOf/0CpVGL8+PH661nZ3yW81lX3+uuvQ61WIzg4GDKZDFqtFh988AHGjh0LALzONaAq1zQtLQ2urq7l9svlcjg5OdXIdWe4oTpvxowZuHjxIo4dOyZ2KSYnOTkZs2bNQmRkJCwsLMQux6TpdDqEh4fjww8/BACEhYXh4sWLWL58OcaPHy9ydaZj48aNWLduHdavX4/mzZsjNjYWs2fPhqenJ6+zGeFtqcfk4uICmUxW4emR9PR0uLu7i1SV6Zg5cyZ27NiBgwcPwtvbW7/d3d0dxcXFyM7OLtee190wp0+fRkZGBlq3bg25XA65XI7Dhw9j6dKlkMvlcHNz43U2Eg8PDzRr1qzctqZNmyIpKQkA9NeTf5c8nldffRWvv/46Ro8ejZCQEDz33HN4+eWXsXDhQgC8zjWhKtfU3d0dGRkZ5faXlpYiKyurRq47w81jUiqVaNOmDfbv36/fptPpsH//fkRERIhYWf0mCAJmzpyJbdu24cCBAwgICCi3v02bNlAoFOWue3x8PJKSknjdDdCrVy9cuHABsbGx+ld4eDjGjh2r/2deZ+Po1KlThekMrl69Cj8/PwBAQEAA3N3dy11rtVqNkydP8loboKCgAFJp+Z82mUwGnU4HgNe5JlTlmkZERCA7OxunT5/Wtzlw4AB0Oh3at29v/KKMPkTZDG3YsEFQqVTCmjVrhMuXLwsvvPCC4ODgIKSlpYldWr01ffp0wd7eXjh06JCQmpqqfxUUFOjbTJs2TfD19RUOHDggxMTECBEREUJERISIVZuGvz8tJQi8zsZy6tQpQS6XCx988IGQkJAgrFu3TrCyshJ+/PFHfZtFixYJDg4Owi+//CKcP39eGDp0KB9RNtD48eMFLy8v/aPgW7duFVxcXIR58+bp2/A6Gy43N1c4e/ascPbsWQGAsGTJEuHs2bPCrVu3BEGo2jXt37+/EBYWJpw8eVI4duyY0KhRIz4KXtd98cUXgq+vr6BUKoV27doJJ06cELukeg1Apa/Vq1fr2xQWFgovvvii4OjoKFhZWQlPPvmkkJqaKl7RJuKf4YbX2Xh+++03oUWLFoJKpRKCg4OFFStWlNuv0+mEBQsWCG5uboJKpRJ69eolxMfHi1Rt/aRWq4VZs2YJvr6+goWFhdCwYUPhzTffFDQajb4Nr7PhDh48WOnfyePHjxcEoWrX9N69e8KYMWMEGxsbwc7OTpg4caKQm5tbI/VKBOFv0zYSERER1XMcc0NEREQmheGGiIiITArDDREREZkUhhsiIiIyKQw3REREZFIYboiIiMikMNwQERGRSWG4ISIiIpPCcENEopowYQIkEkmF17Vr18QujYjqKbnYBRAR9e/fH6tXry63rUGDBuXeFxcXQ6lU1mZZRFRPseeGiESnUqng7u5e7tWrVy/MnDkTs2fPhouLC/r16wcAWLJkCUJCQmBtbQ0fHx+8+OKLyMvL059rzZo1cHBwwI4dO9CkSRNYWVlhxIgRKCgowPfffw9/f384OjriP//5D7Rarf44jUaDV155BV5eXrC2tkb79u1x6NCh2r4URGQE7Lkhojrr+++/x/Tp0/HHH3/ot0mlUixduhQBAQFITEzEiy++iHnz5uHrr7/WtykoKMDSpUuxYcMG5ObmYvjw4XjyySfh4OCAXbt2ITExEU899RQ6deqEUaNGAQBmzpyJy5cvY8OGDfD09MS2bdvQv39/XLhwAY0aNar1705E1ceFM4lIVBMmTMCPP/4ICwsL/bYBAwbg7t27UKvVOHPmzCOP37x5M6ZNm4bMzEwAZT03EydOxLVr1xAYGAgAmDZtGn744Qekp6fDxsYGQNmtMH9/fyxfvhxJSUlo2LAhkpKS4OnpqT9379690a5dO3z44YfG/tpEVIPYc0NEouvRoweWLVumf29tbY0xY8agTZs2Fdru27cPCxcuRFxcHNRqNUpLS1FUVISCggJYWVkBAKysrPTBBgDc3Nzg7++vDzYPtmVkZAAALly4AK1Wi8aNG5f7LI1GA2dnZ6N+VyKqeQw3RCQ6a2trBAUFVbr9727evIlBgwZh+vTp+OCDD+Dk5IRjx45h8uTJKC4u1ocbhUJR7jiJRFLpNp1OBwDIy8uDTCbD6dOnIZPJyrX7eyAiovqB4YaI6o3Tp09Dp9Ph008/hVRa9jzExo0bH/u8YWFh0Gq1yMjIQJcuXR77fEQkLj4tRUT1RlBQEEpKSvDFF18gMTERP/zwA5YvX/7Y523cuDHGjh2LcePGYevWrbhx4wZOnTqFhQsXYufOnUaonIhqE8MNEdUbLVu2xJIlS/DRRx+hRYsWWLduHRYuXGiUc69evRrjxo3D3Llz0aRJEwwbNgzR0dHw9fU1yvmJqPbwaSkiIiIyKey5ISIiIpPCcENEREQmheGGiIiITArDDREREZkUhhsiIiIyKQw3REREZFIYboiIiMikMNwQERGRSWG4ISIiIpPCcENEREQmheGGiIiITArDDREREZmU/wc6lBdHDfhttwAAAABJRU5ErkJggg==\n", 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" ] @@ -369,7 +375,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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\n", 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\n", + "image/png": 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"text/plain": [ "" ] @@ -438,10 +444,10 @@ "name": "stdout", "output_type": "stream", "text": [ - "[12.01|16:08:27] JOB ts-search STARTED\n", - "[12.01|16:08:27] JOB ts-search RUNNING\n", - "[12.01|16:09:07] JOB ts-search FINISHED\n", - "[12.01|16:09:07] JOB ts-search SUCCESSFUL\n" + "[11.03|13:47:44] JOB ts-search STARTED\n", + "[11.03|13:47:44] JOB ts-search RUNNING\n", + "[11.03|13:48:11] JOB ts-search FINISHED\n", + "[11.03|13:48:11] JOB ts-search SUCCESSFUL\n" ] } ], @@ -470,7 +476,7 @@ }, { "data": { - "image/png": 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\n", 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\n", "text/plain": [ "" ] @@ -496,18 +502,18 @@ "output_type": "stream", "text": [ "Frequencies (at a TS there should be 1 imaginary [given as negative])\n", - "-1427.002 cm^-1\n", - "307.787 cm^-1\n", - "364.254 cm^-1\n", - "545.556 cm^-1\n", - "703.642 cm^-1\n", - "744.026 cm^-1\n", - "876.638 cm^-1\n", - "1080.218 cm^-1\n", - "1117.900 cm^-1\n", - "1760.451 cm^-1\n", - "2064.254 cm^-1\n", - "3475.147 cm^-1\n" + "-1431.372 cm^-1\n", + "321.023 cm^-1\n", + "367.843 cm^-1\n", + "544.548 cm^-1\n", + "703.407 cm^-1\n", + "742.540 cm^-1\n", + "877.320 cm^-1\n", + "1080.540 cm^-1\n", + "1124.406 cm^-1\n", + "1758.547 cm^-1\n", + "2063.143 cm^-1\n", + "3472.487 cm^-1\n" ] } ], diff --git a/examples/AMSPlumedMD/ams_plumed.py b/examples/AMSPlumedMD/ams_plumed.py index 1ea87b6da..bcc0eba03 100644 --- a/examples/AMSPlumedMD/ams_plumed.py +++ b/examples/AMSPlumedMD/ams_plumed.py @@ -81,6 +81,9 @@ def get_molecule(): # s.input.MLPotential.Model = 'M3GNet-UP-2022' # if you have ML potential license and M3Gnet installed # s.input.dftb # if you have a DFTB license +# setting the random seed to ensure reproducibility. You should generally not include this +s.input.ams.RNGSeed = 12345 + # MD settings s.input.ams.Task = "MolecularDynamics" s.input.ams.MolecularDynamics.NSteps = nsteps @@ -140,6 +143,7 @@ def get_molecule(): view(mol, ax=axes[i_ax]) # mol is a PLAMS Molecule axes[i_ax].set_title(f"frame {i}") i_ax += 1 +plt.show() # The above pictures show how the H(6) approaches the O(3). At the end, the carbonic acid molecule has dissociated into CO2 and H2O. diff --git a/examples/COSMORSConformers/cosmors_conformers.ipynb b/examples/COSMORSConformers/cosmors_conformers.ipynb index af1f3f093..11f7668e3 100644 --- a/examples/COSMORSConformers/cosmors_conformers.ipynb +++ b/examples/COSMORSConformers/cosmors_conformers.ipynb @@ -57,7 +57,7 @@ "id": "47bc1ee7-def3-43f2-8cf9-9a89f99988d6", "metadata": {}, "source": [ - "First, we input the acetic acid molecule with the `from_smiles` function" + "First, we input the acetic acid molecule with the `from_smiles` function and provide the optional compound information that can be written to the COSKF file." ] }, { @@ -67,7 +67,12 @@ "metadata": {}, "outputs": [], "source": [ - "mol = from_smiles(\"CC(=O)O\")" + "mol = from_smiles(\"CC(=O)O\")\n", + "mol_info = {\n", + " \"CAS\": \"64-19-7\",\n", + " \"IUPAC\": \"Acetic acid\",\n", + " \"Other Name\": \"Ethanoic acid; Ethylic acid\",\n", + "}" ] }, { @@ -158,23 +163,23 @@ "name": "stdout", "output_type": "stream", "text": [ - "[19.03|15:33:37] JOB plamsjob STARTED\n", - "[19.03|15:33:37] Waiting for job plamsjob to finish\n", - "[19.03|15:33:37] JOB plamsjob/conformers_uff STARTED\n", - "[19.03|15:33:37] JOB plamsjob/additional_1 STARTED\n", - "[19.03|15:33:37] JOB plamsjob/adf_conformers STARTED\n", - "[19.03|15:33:37] JOB plamsjob/adf_filter STARTED\n", - "[19.03|15:33:37] Waiting for job conformers_uff to finish\n", - "[19.03|15:33:37] Waiting for job adf_filter to finish\n", - "[19.03|15:33:37] Waiting for job additional_1 to finish\n", - "[19.03|15:33:37] Waiting for job adf_conformers to finish\n", - "[19.03|15:33:44] JOB plamsjob/conformers_uff SUCCESSFUL\n", - "[19.03|15:33:45] JOB plamsjob/additional_1 SUCCESSFUL\n", - "[19.03|15:43:18] JOB plamsjob/adf_conformers SUCCESSFUL\n", - "[19.03|15:43:19] JOB plamsjob/adf_filter SUCCESSFUL\n", - "[19.03|15:43:19] JOB plamsjob/replay STARTED\n", - "[19.03|15:44:08] JOB plamsjob/replay SUCCESSFUL\n", - "[19.03|15:44:10] JOB plamsjob SUCCESSFUL\n" + "[11.03|14:09:35] JOB plamsjob STARTED\n", + "[11.03|14:09:35] Waiting for job plamsjob to finish\n", + "[11.03|14:09:35] JOB plamsjob/conformers_uff STARTED\n", + "[11.03|14:09:35] JOB plamsjob/additional_1 STARTED\n", + "[11.03|14:09:35] JOB plamsjob/adf_conformers STARTED\n", + "[11.03|14:09:35] JOB plamsjob/adf_filter STARTED\n", + "[11.03|14:09:35] Waiting for job adf_filter to finish\n", + "[11.03|14:09:35] Waiting for job conformers_uff to finish\n", + "[11.03|14:09:35] Waiting for job additional_1 to finish\n", + "[11.03|14:09:35] Waiting for job adf_conformers to finish\n", + "[11.03|14:09:42] JOB plamsjob/conformers_uff SUCCESSFUL\n", + "[11.03|14:09:44] JOB plamsjob/additional_1 SUCCESSFUL\n", + "[11.03|14:20:21] JOB plamsjob/adf_conformers SUCCESSFUL\n", + "[11.03|14:20:22] JOB plamsjob/adf_filter SUCCESSFUL\n", + "[11.03|14:20:22] JOB plamsjob/replay STARTED\n", + "[11.03|14:21:07] JOB plamsjob/replay SUCCESSFUL\n", + "[11.03|14:21:07] JOB plamsjob SUCCESSFUL\n" ] } ], @@ -187,6 +192,7 @@ " final_filter=fil3,\n", " coskf_name=\"acetic_acid\",\n", " coskf_dir=\"test_coskfs\",\n", + " mol_info=mol_info,\n", ")\n", "job.run()\n", "job.results.wait()" @@ -194,7 +200,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 8, "id": "fa86e6a5-4098-4d31-96a4-5a338d62ccfc", "metadata": {}, "outputs": [], @@ -204,13 +210,21 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 9, "id": "96fae9f9-5465-494c-accf-23bcb3783843", "metadata": {}, "outputs": [], "source": [ "!amsview test_coskfs/acetic_acid_1.coskf" ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7de25312-2f75-4209-a1e3-63ad4c388fd3", + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { diff --git a/examples/COSMORSConformers/cosmors_conformers.py b/examples/COSMORSConformers/cosmors_conformers.py index b549cba03..ae1703eef 100644 --- a/examples/COSMORSConformers/cosmors_conformers.py +++ b/examples/COSMORSConformers/cosmors_conformers.py @@ -19,9 +19,14 @@ # ## Set up conformer generator -# First, we input the acetic acid molecule with the `from_smiles` function +# First, we input the acetic acid molecule with the `from_smiles` function and provide the optional compound information that can be written to the COSKF file. mol = from_smiles("CC(=O)O") +mol_info = { + "CAS": "64-19-7", + "IUPAC": "Acetic acid", + "Other Name": "Ethanoic acid; Ethylic acid", +} # Now, we'll specify a conformer generator (identical to the default) that generates only 50 initial structures: @@ -59,6 +64,7 @@ final_filter=fil3, coskf_name="acetic_acid", coskf_dir="test_coskfs", + mol_info=mol_info, ) job.run() job.results.wait()