From 8badeb2c1f9c1a6b6a7e95ae2cc997e301876a2e Mon Sep 17 00:00:00 2001 From: Jonhas Colina Date: Thu, 18 Apr 2024 14:07:24 -0600 Subject: [PATCH 1/7] generating Clifford + T for InverseComposite subcircuit for qsp circuits --- notebooks/MagneticLattices.ipynb | 339 +++++++++++++++++++------------ src/qca/utils/utils.py | 18 +- 2 files changed, 220 insertions(+), 137 deletions(-) diff --git a/notebooks/MagneticLattices.ipynb b/notebooks/MagneticLattices.ipynb index 37c61bb..09117c3 100644 --- a/notebooks/MagneticLattices.ipynb +++ b/notebooks/MagneticLattices.ipynb @@ -64,8 +64,8 @@ "import networkx as nx\n", "from networkx import grid_graph\n", "from networkx.classes.graph import Graph\n", - "from networkx.generators.lattice import hexagonal_lattice_graph\n", "from qca.utils.utils import plot_histogram\n", + "from networkx.generators.lattice import hexagonal_lattice_graph\n", "from qca.utils.algo_utils import estimate_qsp, estimate_trotter\n", "from qca.utils.hamiltonian_utils import (nx_triangle_lattice, flatten_nx_graph,\n", " generate_square_hamiltonian, pyliqtr_hamiltonian_to_openfermion_qubit_operator,\n", @@ -101,7 +101,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -121,7 +121,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -141,7 +141,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -232,47 +232,95 @@ "output_type": "stream", "text": [ "Estimating Square\n", - "Time to generate high level QSP circuit: 0.08332987500034506 seconds\n", - " Time to decompose high level int: @@ -151,13 +151,11 @@ def circuit_estimate(circuit:AbstractCircuit, if write_circuits: outfile_qasm_decomposed = f'{outdir}{gate_type_name}.decomposed.qasm' outfile_qasm_cpt = f'{outdir}{gate_type_name}.cpt.qasm' - QasmOutput( - decomposed_circuit, - decomposed_circuit.all_qubits()).save(outfile_qasm_decomposed) - - QasmOutput(cpt_circuit, - cpt_circuit.all_qubits()).save(outfile_qasm_cpt) - + with open(outfile_qasm_decomposed, 'w', encoding='utf-8') as f: + print_to_openqasm(f, decomposed_circuit, qubits=decomposed_circuit.all_qubits()) + with open(outfile_qasm_cpt, 'w', encoding='utf-8') as f: + print_to_openqasm(f, cpt_circuit, qubits=cpt_circuit.all_qubits()) + subcircuit_counts[gate_type] = [1, cpt_circuit, gate_type_name] total_gate_count = 0 total_gate_depth = 0 From e78440f7cbc92b82e93c01dbdde6ab3e5d62ca01 Mon Sep 17 00:00:00 2001 From: github-actions <41898282+github-actions[bot]@users.noreply.github.com> Date: Thu, 18 Apr 2024 20:12:31 +0000 Subject: [PATCH 2/7] Updated pylint badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 7092a06..af2f5f1 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -![pylint](https://img.shields.io/badge/PyLint-8.74-yellow?logo=python&logoColor=white) +![pylint](https://img.shields.io/badge/PyLint-8.75-yellow?logo=python&logoColor=white) # Quantum Computing Application Specifications Documentation of Applications for Quantum Computers From 141774883c36479842c7b3a42fe54622f082cfa9 Mon Sep 17 00:00:00 2001 From: Jonhas Colina Date: Wed, 24 Apr 2024 16:14:11 -0600 Subject: [PATCH 3/7] merged with dev --- README.md | 2 +- ...HighTemperatureSuperConductorExample.ipynb | 49 +- notebooks/PhotosynthesisExample.ipynb | 14 +- notebooks/RuClExample.ipynb | 652 +++++++++++++++++- src/qca/utils/algo_utils.py | 54 +- src/qca/utils/utils.py | 136 +++- tests/utils_test.py | 2 +- 7 files changed, 778 insertions(+), 131 deletions(-) diff --git a/README.md b/README.md index af2f5f1..bdccc27 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -![pylint](https://img.shields.io/badge/PyLint-8.75-yellow?logo=python&logoColor=white) +![pylint](https://img.shields.io/badge/PyLint-8.95-yellow?logo=python&logoColor=white) # Quantum Computing Application Specifications Documentation of Applications for Quantum Computers diff --git a/notebooks/HighTemperatureSuperConductorExample.ipynb b/notebooks/HighTemperatureSuperConductorExample.ipynb index ecd6a5e..8b48766 100644 --- a/notebooks/HighTemperatureSuperConductorExample.ipynb +++ b/notebooks/HighTemperatureSuperConductorExample.ipynb @@ -31,16 +31,7 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/jonhas/anaconda3/lib/python3.11/site-packages/attr/_make.py:918: RuntimeWarning: Running interpreter doesn't sufficiently support code object introspection. Some features like bare super() or accessing __class__ will not work with slotted classes.\n", - " set_closure_cell(cell, cls)\n" - ] - } - ], + "outputs": [], "source": [ "import time\n", "import numpy as np\n", @@ -52,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -76,7 +67,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -180,7 +171,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -198,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -233,7 +224,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -291,7 +282,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": {}, "outputs": [ { @@ -328,21 +319,27 @@ "source": [ "print('Estimating Ideal')\n", "t0 = time.perf_counter()\n", - "circuit_estimate(gse_circuit_ideal,\n", - " outdir='GSE/',\n", - " circuit_name='ideal',\n", - " trotter_steps=trotter_steps_ideal,\n", - " write_circuits=True)\n", + "circuit_estimate(\n", + " circuit=gse_circuit_ideal,\n", + " outdir='GSE/',\n", + " numsteps=trotter_steps_ideal,\n", + " circuit_name='ideal',\n", + " algo_name='GSE_Step',\n", + " write_circuits=True\n", + ")\n", "t1 = time.perf_counter()\n", "print(f'Time to estimate Ideal: {t1-t0}')\n", "\n", "print('Estimating Current Limit')\n", "t0 = time.perf_counter()\n", - "circuit_estimate(gse_circuit_current_limit,\n", - " outdir='GSE/',\n", - " circuit_name='current_limit',\n", - " trotter_steps=trotter_steps_current_limit,\n", - " write_circuits=True)\n", + "circuit_estimate(\n", + " circuit=gse_circuit_current_limit,\n", + " outdir='GSE/',\n", + " numsteps=trotter_steps_current_limit,\n", + " circuit_name='current_limit',\n", + " algo_name='GSE_Step',\n", + " write_circuits=True\n", + ")\n", "t1 = time.perf_counter()\n", "print(f'Time to estimate Current Limit: {t1-t0}')" ] diff --git a/notebooks/PhotosynthesisExample.ipynb b/notebooks/PhotosynthesisExample.ipynb index 643858c..0eff160 100644 --- a/notebooks/PhotosynthesisExample.ipynb +++ b/notebooks/PhotosynthesisExample.ipynb @@ -243,12 +243,14 @@ " \n", " print('Estimating Co4O4 circuit {i}')\n", " t0 = time.perf_counter()\n", - " circuit_estimate(gse_circuit,\n", - " outdir='GSE/',\n", - " circuit_name=f'Co4O4_{i}',\n", - " trotter_steps=trotter_steps,\n", - " write_circuits=True\n", - " )\n", + " circuit_estimate(\n", + " circuit=gse_circuit,\n", + " outdir='GSE/',\n", + " numsteps=trotter_steps,\n", + " circuit_name=f'Co4O4_{i}',\n", + " algo_name='GSE_Step',\n", + " write_circuits=True\n", + " )\n", " t1 = time.perf_counter()\n", " print(f'Time to estimate Co4O4: {t1-t0}')" ] diff --git a/notebooks/RuClExample.ipynb b/notebooks/RuClExample.ipynb index cb35167..53b55fe 100644 --- a/notebooks/RuClExample.ipynb +++ b/notebooks/RuClExample.ipynb @@ -37,12 +37,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "id": "6770f6e2-191d-417c-b971-2fc509e2e0bf", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/Users/jonhas/anaconda3/lib/python3.11/site-packages/attr/_make.py:918: RuntimeWarning: Running interpreter doesn't sufficiently support code object introspection. Some features like bare super() or accessing __class__ will not work with slotted classes.\n", + " set_closure_cell(cell, cls)\n" + ] + } + ], "source": [ "import os\n", "import time\n", @@ -99,12 +108,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "id": "21cec969-e59e-4136-b417-20877db4eb09", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "t_init = time.perf_counter()\n", "def assign_hexagon_labels_rucl(g):\n", @@ -151,12 +171,346 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "id": "2e8216d9-90b9-4174-8c0f-6b6d13aa2e25", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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referencemethodJ1K1Gam1Gam_prime1J2K2J3K3
0Winter et al. PRBAb initio (DFT + exact diag.)-1.70-6.706.60-0.900.000.002.70000.00
1Winter et al. NCAb initio-inspired (INS fit)-0.50-5.002.500.000.000.000.50000.00
2Wu et al.THz spectroscopy fit-0.35-2.802.400.000.000.000.34000.00
3Cookmeyer and MooreMagnon thermal Hall (sign)-0.50-5.002.500.000.000.000.11250.00
4Kim and KeeDFT + t=U expansion-1.53-6.555.25-0.950.000.000.00000.00
5Suzuki and SugaMagnetic specific heat-1.53-24.405.25-0.950.000.000.00000.00
6Yadav et al.Quantum chemistry (MRCI)1.20-5.601.20-0.700.250.000.25000.00
7Ran et al.Spin wave fit to INS gap0.00-6.809.500.000.000.000.00000.00
8Hou et al.Constrained DFT + U-1.87-10.703.800.000.000.001.27000.63
9Wang et al.DFT + t=U expansion-0.30-10.906.100.000.000.000.03000.00
10Eichstaedt et al.Fully ab initio (DFT + cRPA + t=U)-1.40-14.309.80-2.230.00-0.631.00000.03
11Eichstaedt et al.Neglecting non-local Coulomb-0.20-4.503.00-0.730.00-0.330.70000.10
12Eichstaedt et al.Neglecting non-local SOC-1.30-13.309.40-2.300.00-0.671.00000.10
13Banerjee et al.Spin wave fit-4.607.000.000.000.000.000.00000.00
14Kim et al.DFT + t=U expansion-12.0017.0012.000.000.000.000.00000.00
15Kim and KeeDFT + t=U expansion-3.504.606.42-0.040.000.000.00000.00
16Winter et al.Ab initio (DFT + exact diag.)-5.507.608.400.200.000.002.30000.00
17Ozel et al.Spin wave fit/THz spectroscopy-0.951.153.800.000.000.000.00000.00
18Ozel et al.Spin wave fit/THz spectroscopy0.46-3.502.350.000.000.000.00000.00
\n", + "
" + ], + "text/plain": [ + " reference method J1 K1 \\\n", + "0 Winter et al. PRB Ab initio (DFT + exact diag.) -1.70 -6.70 \n", + "1 Winter et al. NC Ab initio-inspired (INS fit) -0.50 -5.00 \n", + "2 Wu et al. THz spectroscopy fit -0.35 -2.80 \n", + "3 Cookmeyer and Moore Magnon thermal Hall (sign) -0.50 -5.00 \n", + "4 Kim and Kee DFT + t=U expansion -1.53 -6.55 \n", + "5 Suzuki and Suga Magnetic specific heat -1.53 -24.40 \n", + "6 Yadav et al. Quantum chemistry (MRCI) 1.20 -5.60 \n", + "7 Ran et al. Spin wave fit to INS gap 0.00 -6.80 \n", + "8 Hou et al. Constrained DFT + U -1.87 -10.70 \n", + "9 Wang et al. DFT + t=U expansion -0.30 -10.90 \n", + "10 Eichstaedt et al. Fully ab initio (DFT + cRPA + t=U) -1.40 -14.30 \n", + "11 Eichstaedt et al. Neglecting non-local Coulomb -0.20 -4.50 \n", + "12 Eichstaedt et al. Neglecting non-local SOC -1.30 -13.30 \n", + "13 Banerjee et al. Spin wave fit -4.60 7.00 \n", + "14 Kim et al. DFT + t=U expansion -12.00 17.00 \n", + "15 Kim and Kee DFT + t=U expansion -3.50 4.60 \n", + "16 Winter et al. Ab initio (DFT + exact diag.) -5.50 7.60 \n", + "17 Ozel et al. Spin wave fit/THz spectroscopy -0.95 1.15 \n", + "18 Ozel et al. Spin wave fit/THz spectroscopy 0.46 -3.50 \n", + "\n", + " Gam1 Gam_prime1 J2 K2 J3 K3 \n", + "0 6.60 -0.90 0.00 0.00 2.7000 0.00 \n", + "1 2.50 0.00 0.00 0.00 0.5000 0.00 \n", + "2 2.40 0.00 0.00 0.00 0.3400 0.00 \n", + "3 2.50 0.00 0.00 0.00 0.1125 0.00 \n", + "4 5.25 -0.95 0.00 0.00 0.0000 0.00 \n", + "5 5.25 -0.95 0.00 0.00 0.0000 0.00 \n", + "6 1.20 -0.70 0.25 0.00 0.2500 0.00 \n", + "7 9.50 0.00 0.00 0.00 0.0000 0.00 \n", + "8 3.80 0.00 0.00 0.00 1.2700 0.63 \n", + "9 6.10 0.00 0.00 0.00 0.0300 0.00 \n", + "10 9.80 -2.23 0.00 -0.63 1.0000 0.03 \n", + "11 3.00 -0.73 0.00 -0.33 0.7000 0.10 \n", + "12 9.40 -2.30 0.00 -0.67 1.0000 0.10 \n", + "13 0.00 0.00 0.00 0.00 0.0000 0.00 \n", + "14 12.00 0.00 0.00 0.00 0.0000 0.00 \n", + "15 6.42 -0.04 0.00 0.00 0.0000 0.00 \n", + "16 8.40 0.20 0.00 0.00 2.3000 0.00 \n", + "17 3.80 0.00 0.00 0.00 0.0000 0.00 \n", + "18 2.35 0.00 0.00 0.00 0.0000 0.00 " + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "rucl_references = [\"Winter et al. PRB\", \"Winter et al. NC\", \"Wu et al.\", \"Cookmeyer and Moore\", \"Kim and Kee\", \"Suzuki and Suga\", \n", " \"Yadav et al.\", \"Ran et al.\", \"Hou et al.\", \"Wang et al.\", \"Eichstaedt et al.\", \"Eichstaedt et al.\", \n", @@ -197,7 +551,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 4, "id": "21f84759-41b2-4ba7-9e86-a87268967dee", "metadata": { "tags": [] @@ -354,10 +708,86 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 5, "id": "2a1e7584-5f7c-458b-92db-d73bafb10a6b", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0: ────Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "1: ────Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "2: ────Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "3: ────Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "4: ────Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "5: ────Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "6: ────Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "7: ────X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "8: ────X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "9: ────X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "10: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "11: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "12: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "13: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "14: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "15: ───Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "16: ───Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "17: ───Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "18: ───Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "19: ───Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "20: ───Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "21: ───Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "22: ───Rz(0.25π)───Rx(0.25π)───Z───────────Rx(-0.25π)───Rz(-0.25π)────────────────\n", + "\n", + "23: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "24: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "25: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "26: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "27: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "28: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n", + "\n", + "29: ───X───────────Rz(0.25π)───Rx(0.25π)───Z────────────Rx(-0.25π)───Rz(-0.25π)───\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "def assign_spin_labels_rucl(lattice_size):\n", " #We may omit NN and NNN couplings for the purposes of clarity in state prep\n", @@ -409,12 +839,36 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, "id": "6be24969-cd04-435b-a3ce-5bead1bd680d", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimating RuCl row 13 using Trotterization\n", + "Time to estimate number of trotter steps required (215647636): 39.40383041696623 seconds\n", + "Time to find term ordering: 0.026442583999596536 seconds\n", + "Time to generate trotter circuit from openfermion: 1.4998950064182281e-06 seconds\n", + "Time to generate a clifford + T circuit from trotter circuit: 169.1734029169893 seconds\n", + "Total time to estimate RuCl row 13: 278.1761444999138 seconds\n", + "\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ "#Commenting out range, to avoid long runtimes. This still takes ~20-30 minutes as written\n", "for i in [13]:\n", @@ -429,23 +883,32 @@ " if not os.path.exists(widthdir):\n", " os.makedirs(widthdir)\n", "\n", - " timesteps=1000\n", + " evolution_time=1000\n", " H_rucl = generate_rucl_hamiltonian(32, df_rucl.iloc[i], field_x=lambda s: 1/sqrt(6), field_y=lambda s: 1/sqrt(6), field_z=lambda s: -2/sqrt(6))\n", " H_rucl_pyliqtr = pyH(H_rucl)\n", " openfermion_hamiltonian_rucl = pyliqtr_hamiltonian_to_openfermion_qubit_operator(H_rucl_pyliqtr)\n", " \n", - " print(\"Estimating RuCl row \" + str(i) + \" using Trotterization\")\n", + " print(f'Estimating RuCl row {i} using Trotterization')\n", " t0 = time.perf_counter()\n", - " cpt_trotter_rucl = estimate_trotter(openfermion_hamiltonian_rucl, timesteps, energy_precision, \"Trotter/RuCl_circuits/\", hamiltonian_name=\"rucl_\" + str(i), write_circuits=True)\n", + " cpt_trotter_rucl = estimate_trotter(\n", + " openfermion_hamiltonian=openfermion_hamiltonian_rucl,\n", + " evolution_time=evolution_time,\n", + " energy_precision=energy_precision,\n", + " outdir='Trotter/RuCl_circuits/',\n", + " hamiltonian_name=f'rucl_trotter_{i}',\n", + " write_circuits=True\n", + " )\n", " t1 = time.perf_counter()\n", " elapsed = t1 - t0\n", " print(\"Total time to estimate RuCl row \" + str(i) + \": \" + str(elapsed) + \" seconds\\n\")\n", " \n", - " plot_histogram(cpt_trotter_rucl,\n", - " f'trotter RuCl, row{i}',\n", - " figdir,\n", - " widthdir,\n", - " 0)" + " plot_histogram(\n", + " cpt_trotter_rucl,\n", + " f'trotter RuCl, row{i}',\n", + " figdir,\n", + " widthdir,\n", + " 0\n", + " )" ] }, { @@ -458,12 +921,52 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "id": "fc6129fc-d5d5-465b-b686-4085883228f6", "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimating RuCl row 13 using QSP\n", + "Time to generate high level QSP circuit: 110.45756895805243 seconds\n", + " Time to decompose high level Circuit: - if not timestep_of_interest: - timestep_of_interest=timesteps/num_magnus + timestep_of_interest=evolution_time/numsteps random.seed(0) np.random.seed(0) t0 = time.perf_counter() @@ -42,12 +40,11 @@ def estimate_qsp( elapsed = t1 - t0 print(f'Time to generate high level QSP circuit: {elapsed} seconds') circuit_estimate( - qsp_circuit, - outdir, - hamiltonian_name, - num_magnus=num_magnus, - timesteps=timesteps, - timestep_of_interest=timestep_of_interest, + circuit=qsp_circuit, + outdir=outdir, + numsteps=numsteps, + circuit_name=hamiltonian_name, + algo_name='QSP_Step', write_circuits=write_circuits ) return qsp_circuit @@ -88,16 +85,20 @@ def find_hamiltonian_ordering(of_hamiltonian: QubitOperator) -> list: def estimate_trotter( openfermion_hamiltonian: QubitOperator, - timesteps: int, + evolution_time: float, energy_precision: float, outdir:str, hamiltonian_name:str='hamiltonian', write_circuits:bool=False ) -> Circuit: + + if not os.path.exists(outdir): + os.makedirs(outdir) + t0 = time.perf_counter() bounded_error = error_bound(list(openfermion_hamiltonian.get_operators()),tight=False) nsteps = trotter_steps_required(trotter_error_bound = bounded_error, - time = timesteps, + time = evolution_time, energy_precision = energy_precision) t1 = time.perf_counter() elapsed = t1 - t0 @@ -112,7 +113,7 @@ def estimate_trotter( t0 = time.perf_counter() trotter_circuit_of = trotterize_exp_qubop_to_qasm(openfermion_hamiltonian, trotter_order=2, - evolution_time=timesteps/nsteps, + evolution_time=evolution_time/nsteps, term_ordering=term_ordering) t1 = time.perf_counter() elapsed = t1 - t0 @@ -120,17 +121,24 @@ def estimate_trotter( qasm_str_trotter = open_fermion_to_qasm(count_qubits(openfermion_hamiltonian), trotter_circuit_of) trotter_circuit_qasm = qasm_import.circuit_from_qasm(qasm_str_trotter) - t0 = time.perf_counter() cpt_trotter = clifford_plus_t_direct_transform(trotter_circuit_qasm) t1 = time.perf_counter() elapsed = t1-t0 print(f'Time to generate a clifford + T circuit from trotter circuit: {elapsed} seconds') - circuit_estimate( - trotter_circuit_qasm, + + if write_circuits: + outfile_qasm_trotter = f'{outdir}Trotter_Unitary.qasm' + outfile_qasm_cpt = f'{outdir}Trotter_Unitary.cpt.qasm' + QasmOutput(cpt_trotter, cpt_trotter.all_qubits()).save(outfile_qasm_cpt) + QasmOutput(trotter_circuit_qasm, trotter_circuit_qasm.all_qubits()).save(outfile_qasm_trotter) + + estimate_cpt_resources( + cpt_trotter, outdir, - hamiltonian_name, - trotter_steps=nsteps, - write_circuits=write_circuits + is_extrapolated=True, + circuit_name=hamiltonian_name, + algo_name='Trotter_Step', + trotter_steps=nsteps ) return cpt_trotter \ No newline at end of file diff --git a/src/qca/utils/utils.py b/src/qca/utils/utils.py index 513d815..2f4da62 100644 --- a/src/qca/utils/utils.py +++ b/src/qca/utils/utils.py @@ -85,7 +85,8 @@ def get_T_depth(cpt_circuit: AbstractCircuit): return t_depth def gen_resource_estimate(cpt_circuit: AbstractCircuit, - trotter_steps:int = -1, + is_extrapolated: bool, + total_steps:int = -1, circ_occurences:int = -1) -> dict: ''' Given some clifford + T circuit and a given filename, we grab the logical resource estimates @@ -95,37 +96,80 @@ def gen_resource_estimate(cpt_circuit: AbstractCircuit, trotter_steps is a flag denoting if the circuit was estimated through trotterization. If so, the user should specify the number of steps required. ''' + num_qubits = len(cpt_circuit.all_qubits()) + gate_count = count_gates(cpt_circuit) t_count = count_T_gates(cpt_circuit) t_depth = get_T_depth(cpt_circuit) t_depth_single_wire = get_T_depth_wire(cpt_circuit) - gate_count = count_gates(cpt_circuit) + clifford_count = gate_count - t_count + circuit_depth = len(cpt_circuit) + + resource_estimate = { + 'num_qubits': num_qubits, + 'gate_count': gate_count, + 'circuit_depth': circuit_depth, + 't_count': t_count, + 't_depth': t_depth, + 'max_t_depth_wire': t_depth_single_wire, + 'clifford_count': clifford_count, + } + + if total_steps > 0 and is_extrapolated: + resource_estimate['t_depth'] = resource_estimate['t_depth'] * total_steps + resource_estimate['t_count'] = resource_estimate['t_count'] * total_steps + resource_estimate['max_t_depth_wire'] = resource_estimate['max_t_depth_wire'] * total_steps + resource_estimate['gate_count'] = resource_estimate['gate_count'] * total_steps + resource_estimate['circuit_depth'] = resource_estimate['circuit_depth'] * total_steps + resource_estimate['clifford_count'] = resource_estimate['clifford_count'] * total_steps - resource_estimate = {'num_qubits': len(cpt_circuit.all_qubits()), - 't_count': t_count, - 't_depth': t_depth, - 'max_t_depth_wire': t_depth_single_wire, - 'gate_count': gate_count, - 'clifford_count': gate_count - t_count, - 'circuit_depth': len(cpt_circuit) - } - if trotter_steps > 0: - resource_estimate['total_t_depth'] = t_depth * trotter_steps - resource_estimate['max_t_count_single_wire'] = t_depth_single_wire * trotter_steps - resource_estimate['subcircuit_occurences'] = trotter_steps if circ_occurences > 0: resource_estimate['subcicruit_occurrences'] = circ_occurences return resource_estimate -def circuit_estimate(circuit:AbstractCircuit, - outdir: str, - circuit_name: str, - num_magnus:int=1, - timesteps:int=1, - timestep_of_interest:int=1, - trotter_steps:int=-1, - write_circuits:bool = False) -> AbstractCircuit: +def estimate_cpt_resources( + cpt_circuit: AbstractCircuit, + outdir: str, + is_extrapolated:bool, + circuit_name:str, + algo_name:str, + magnus_steps:int=1, + trotter_steps:int=1 + ): + if not os.path.exists(outdir): + os.makedirs(outdir) + + total_steps = trotter_steps * magnus_steps + resource_estimate = gen_resource_estimate(cpt_circuit=cpt_circuit, + is_extrapolated=is_extrapolated, + total_steps=total_steps) + resource_estimate['circuit_occurences'] = 1 + resource_estimate['subcircuit_info'] = { + f'{algo_name}': { + 'num_qubits': resource_estimate['num_qubits'], + 'gate_count': resource_estimate['gate_count']//total_steps, + 'clifford_count': resource_estimate['clifford_count']//total_steps, + 't_count': resource_estimate['t_count']//total_steps, + 't_depth': resource_estimate['t_depth']//total_steps, + 'max_t_depth_wire': resource_estimate['max_t_depth_wire']//total_steps, + 'circuit_depth': resource_estimate['circuit_depth']//total_steps, + 'subcicruit_occurrences': total_steps, + 'subcircuit_info': {} + } + } + + outfile_data = f'{outdir}{circuit_name}_high_level.json' + re_as_json(resource_estimate, [], outfile_data, '') + +def circuit_estimate( + circuit:AbstractCircuit, + outdir: str, + numsteps: int, + circuit_name: str, + algo_name:str, + write_circuits:bool = False + ) -> AbstractCircuit: if not os.path.exists(outdir): os.makedirs(outdir) @@ -140,14 +184,14 @@ def circuit_estimate(circuit:AbstractCircuit, t0 = time.perf_counter() decomposed_circuit = circuit_decompose_once(circuit_decompose_once(Circuit(operation))) t1 = time.perf_counter() - elapsed = t1-t0 - print(f' Time to decompose high level {gate_type_name} circuit: {elapsed} seconds ') + decomposed_elapsed = t1-t0 + print(f' Time to decompose high level {gate_type_name} circuit: {decomposed_elapsed} seconds ') t0 = time.perf_counter() cpt_circuit = clifford_plus_t_direct_transform(decomposed_circuit) t1 = time.perf_counter() - elapsed = t1-t0 - print(f' Time to transform decomposed {gate_type_name} circuit to Clifford+T: {elapsed} seconds') + cpt_elapsed = t1-t0 + print(f' Time to transform decomposed {gate_type_name} circuit to Clifford+T: {cpt_elapsed} seconds') if write_circuits: outfile_qasm_decomposed = f'{outdir}{gate_type_name}.decomposed.qasm' outfile_qasm_cpt = f'{outdir}{gate_type_name}.cpt.qasm' @@ -168,9 +212,11 @@ def circuit_estimate(circuit:AbstractCircuit, subcircuit = subcircuit_counts[gate][1] subcircuit_name = subcircuit_counts[gate][2] resource_estimate = gen_resource_estimate(subcircuit, + is_extrapolated=False, circ_occurences=subcircuit_counts[gate][0]) subcircuit_info = {subcircuit_name:resource_estimate} subcircuit_re.append(subcircuit_info) + gate_count = resource_estimate['gate_count'] gate_depth = resource_estimate['circuit_depth'] t_depth = resource_estimate['t_depth'] @@ -178,15 +224,14 @@ def circuit_estimate(circuit:AbstractCircuit, t_count = resource_estimate['t_count'] clifford_count = resource_estimate['clifford_count'] - total_gate_count += subcircuit_counts[gate][0] * gate_count * timesteps / timestep_of_interest - total_gate_depth += subcircuit_counts[gate][0] * gate_depth * timesteps / timestep_of_interest - total_T_depth += subcircuit_counts[gate][0] * t_depth * timesteps / timestep_of_interest - total_T_depth_wire += subcircuit_counts[gate][0] * t_depth_wire * timesteps / timestep_of_interest - total_T_count += subcircuit_counts[gate][0] * t_count * timesteps / timestep_of_interest - total_clifford_count += subcircuit_counts[gate][0] * clifford_count * timesteps / timestep_of_interest + total_gate_count += subcircuit_counts[gate][0] * gate_count * numsteps + total_gate_depth += subcircuit_counts[gate][0] * gate_depth * numsteps + total_T_depth += subcircuit_counts[gate][0] * t_depth * numsteps + total_T_depth_wire += subcircuit_counts[gate][0] * t_depth_wire * numsteps + total_T_count += subcircuit_counts[gate][0] * t_count * numsteps + total_clifford_count += subcircuit_counts[gate][0] * clifford_count * numsteps outfile_data = f'{outdir}{circuit_name}_high_level.json' - circ_occurences = trotter_steps if trotter_steps > 0 else num_magnus total_resources = { 'num_qubits': len(circuit.all_qubits()), 'gate_count': total_gate_count, @@ -195,16 +240,31 @@ def circuit_estimate(circuit:AbstractCircuit, 't_depth': total_T_depth, 'max_t_depth_wire': total_T_depth_wire, 'clifford_count': total_clifford_count, - 'circuit_occurences': circ_occurences + 'circuit_occurences': 1, + 'subcircuit_info': { + f'{algo_name}': { + 'num_qubits': len(circuit.all_qubits()), + 'gate_count': total_gate_count//numsteps, + 'circuit_depth': total_gate_depth//numsteps, + 't_count': total_T_count//numsteps, + 't_depth': total_T_depth//numsteps, + 'max_t_depth_wire': total_T_depth_wire//numsteps, + 'clifford_count': total_clifford_count//numsteps, + 'circuit_occurences': numsteps, + } + } } - re_as_json(total_resources, subcircuit_re, outfile_data) + re_as_json(algo_name=algo_name, + main_estimate=total_resources, + estimates=subcircuit_re, + file_name=outfile_data) -def re_as_json(main_estimate:dict, estimates:list[dict], file_name:str) -> None: - main_estimate['subcircuit_info'] = {} +def re_as_json(main_estimate:dict, estimates:list[dict], file_name:str, algo_name:str) -> None: if estimates: + main_estimate['subcircuit_info'][algo_name]['subcircuit_info'] = {} for op in estimates: for op_key in op.keys(): - main_estimate['subcircuit_info'][op_key] = op[op_key] + main_estimate['subcircuit_info'][algo_name]['subcircuit_info'][op_key] = op[op_key] with open(file_name, 'w') as f: json.dump(main_estimate, f, indent=4, diff --git a/tests/utils_test.py b/tests/utils_test.py index 3ed20f6..9f9b9e0 100644 --- a/tests/utils_test.py +++ b/tests/utils_test.py @@ -64,7 +64,7 @@ def test_get_resource_estimate(self): circuit.append(layer_rx) circuit.append(layer_measurement) circ_cpt = clifford_plus_t_direct_transform(circuit) - circ_estimate = gen_resource_estimate(circ_cpt) + circ_estimate = gen_resource_estimate(circ_cpt, is_extrapolated=False) correct_estimate = {'num_qubits': 4, 't_count': 8, 't_depth': 2, From b9dca06b464036cbffe999c2b6a0ee982afe694e Mon Sep 17 00:00:00 2001 From: Jonhas Colina Date: Wed, 24 Apr 2024 16:11:21 -0600 Subject: [PATCH 4/7] have trotter re use print_to_openqasm as well --- src/qca/utils/algo_utils.py | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) diff --git a/src/qca/utils/algo_utils.py b/src/qca/utils/algo_utils.py index 31410cc..9d54fe9 100644 --- a/src/qca/utils/algo_utils.py +++ b/src/qca/utils/algo_utils.py @@ -10,6 +10,7 @@ from openfermion.ops.operators import QubitOperator from pyLIQTR.utils.utils import open_fermion_to_qasm from pyLIQTR.circuits.qsp import generate_QSP_circuit +from pyLIQTR.utils.qsp_helpers import print_to_openqasm from openfermion.circuits import trotter_steps_required, error_bound from qca.utils.utils import circuit_estimate, estimate_cpt_resources from pyLIQTR.gate_decomp.cirq_transforms import clifford_plus_t_direct_transform @@ -130,8 +131,10 @@ def estimate_trotter( if write_circuits: outfile_qasm_trotter = f'{outdir}Trotter_Unitary.qasm' outfile_qasm_cpt = f'{outdir}Trotter_Unitary.cpt.qasm' - QasmOutput(cpt_trotter, cpt_trotter.all_qubits()).save(outfile_qasm_cpt) - QasmOutput(trotter_circuit_qasm, trotter_circuit_qasm.all_qubits()).save(outfile_qasm_trotter) + with open(outfile_qasm_trotter, 'w', encoding='utf-8') as f: + print_to_openqasm(f, trotter_circuit_qasm, trotter_circuit_qasm.all_qubits()) + with open(outfile_qasm_cpt, 'w', encoding='utf-8') as f: + print_to_openqasm(f, cpt_trotter, qubits=cpt_trotter.all_qubits()) estimate_cpt_resources( cpt_trotter, From 0c6611c2115669b88d931cc25c3def4c93cb3789 Mon Sep 17 00:00:00 2001 From: Jonhas Colina Date: Wed, 24 Apr 2024 16:16:16 -0600 Subject: [PATCH 5/7] remove unused import --- src/qca/utils/algo_utils.py | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/src/qca/utils/algo_utils.py b/src/qca/utils/algo_utils.py index 9d54fe9..78a1745 100644 --- a/src/qca/utils/algo_utils.py +++ b/src/qca/utils/algo_utils.py @@ -3,7 +3,7 @@ import random import numpy as np import networkx as nx -from cirq import Circuit, QasmOutput +from cirq import Circuit from openfermion import count_qubits from cirq.contrib import qasm_import from pyLIQTR.utils.Hamiltonian import Hamiltonian @@ -61,7 +61,7 @@ def find_hamiltonian_ordering(of_hamiltonian: QubitOperator) -> list: sorted_terms.sort(key=lambda x: len(x) * 100 + ord(x[0][1])) #Z and X get translated to 90 and 88 respectively, multiplying by 100 ensures interacting term weight is considered one_body_terms_ordered = list(filter(lambda x: len(x) == 1, sorted_terms)) two_body_terms = list(filter(lambda x: len(x) == 2, sorted_terms)) - + #assigning edge colorings to order two body terms g = nx.Graph() for term in two_body_terms: @@ -75,7 +75,7 @@ def find_hamiltonian_ordering(of_hamiltonian: QubitOperator) -> list: color = g.edges[n1,n2]['color'] term = (*term, color) two_body_terms[i] = term - + two_body_terms.sort(key=lambda x: x[2]) two_body_terms_ordered = list() for (i,term) in enumerate(two_body_terms): @@ -99,7 +99,7 @@ def estimate_trotter( t0 = time.perf_counter() bounded_error = error_bound(list(openfermion_hamiltonian.get_operators()),tight=False) nsteps = trotter_steps_required(trotter_error_bound = bounded_error, - time = evolution_time, + time = evolution_time, energy_precision = energy_precision) t1 = time.perf_counter() elapsed = t1 - t0 @@ -110,7 +110,7 @@ def estimate_trotter( t1 = time.perf_counter() elapsed = t1 - t0 print(f'Time to find term ordering: {elapsed} seconds') - + t0 = time.perf_counter() trotter_circuit_of = trotterize_exp_qubop_to_qasm(openfermion_hamiltonian, trotter_order=2, @@ -144,4 +144,4 @@ def estimate_trotter( algo_name='Trotter_Step', trotter_steps=nsteps ) - return cpt_trotter \ No newline at end of file + return cpt_trotter From bd6aa8398d1500861d012bf7d6d4b37164072261 Mon Sep 17 00:00:00 2001 From: github-actions <41898282+github-actions[bot]@users.noreply.github.com> Date: Wed, 24 Apr 2024 22:21:02 +0000 Subject: [PATCH 6/7] Updated pylint badge --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index bdccc27..fdd2f22 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -![pylint](https://img.shields.io/badge/PyLint-8.95-yellow?logo=python&logoColor=white) +![pylint](https://img.shields.io/badge/PyLint-9.08-yellow?logo=python&logoColor=white) # Quantum Computing Application Specifications Documentation of Applications for Quantum Computers From 32616c2fa2dc26460217dd475ab79632505c7ce6 Mon Sep 17 00:00:00 2001 From: Jonhas Colina Date: Wed, 24 Apr 2024 16:23:28 -0600 Subject: [PATCH 7/7] fixing merge conflicts again --- notebooks/MagneticLattices.ipynb | 208 ------------------------------- 1 file changed, 208 deletions(-) diff --git a/notebooks/MagneticLattices.ipynb b/notebooks/MagneticLattices.ipynb index 2fbf5c7..df08989 100644 --- a/notebooks/MagneticLattices.ipynb +++ b/notebooks/MagneticLattices.ipynb @@ -65,7 +65,6 @@ "from networkx import grid_graph\n", "from networkx.classes.graph import Graph\n", "from qca.utils.utils import plot_histogram\n", - "from networkx.generators.lattice import hexagonal_lattice_graph\n", "from qca.utils.algo_utils import estimate_qsp, estimate_trotter\n", "from networkx.generators.lattice import hexagonal_lattice_graph\n", "from qca.utils.hamiltonian_utils import (nx_triangle_lattice, flatten_nx_graph,\n", @@ -102,11 +101,7 @@ "outputs": [ { "data": { -<<<<<<< HEAD - "image/png": 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", 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ERPQZLJRa4O3bt/D29oaHhweuXLmCihUrYtSoURg5ciQqVqwodjyib/LLL79g3LhxqFOnDo4cOQILCwuxIxER0SewUBZg169fh6enJ/bv34+3b9/CyckJ7u7u6Ny5M/T19cWOR5RnUVFR6NmzJ9LS0nDw4EG0a9dO7EhERPQfWCgLmLS0NPj4+MDDwwOXL19GhQoVMHLkSIwaNYozOKSVkpOTMWDAAISEhGD58uWYOXMmH9lIRKRhWCgLiOjoaHh4eGD//v148+YNOnbsCHd3d3Tt2pWzkaT1srOzsWjRIixbtgwymQy7d+9G8eLFxY5FRET/w0Kpwd69e4dDhw7Bw8MDFy9eRLly5TBixAiMGjUKVapUETseUb4LDAzE4MGDUa5cOfj5+cHGxkbsSEREBICHEGqg27dv4/vvv0eFChUwbNgwFC1aFEeOHEFCQgKWL1/OMkk6y9nZGVeuXIGhoSEaN24Mb29vsSMRERE4Q6kx3r9/jyNHjsDDwwPnz5+Hqakphg8fDldXV1SrVk3seEQaJS0tDW5ubjhw4AAmTZqENWvWoFChQmLHIiLSWSyUIrt79y48PT2xZ88epKSkoE2bNnB3d4dMJoOBgYHY8Yg0liAI2Lp1K6ZMmYKmTZvi0KFDfIQoEZFIdL5QpmUo8Dg5DZkKJQz0pahc2hjGhuq9ySUjIwN+fn7w8PBAWFgYTExMMGzYMLi5ucHKykqt1ybSNr/99ht69+4NADh06BCaN28uciIiIt2jk4Uy7kUqvCISEHovCQkp6fj7X4AEgEUpIzhWN8VAewtYlS2muuvGxcHT0xO7d+/Gy5cv0apVK7i7u6NHjx58EghRHvz+++/o27cvLly4gB9++AETJkzg0UJERPlIpwplYko65vhHI/z+S+hJJchWfvpT//B6C0sTrOhuC/NSRt90zczMTMjlcnh4eODs2bMoVaoUhg0bBldXV9SoUeNbPxUi+oesrCzMmjUL69evx4ABA+Dp6QljY2OxYxER6QSdKZTekQlYGBgDhVL4bJH8Jz2pBPpSCRY726CfXe4PDn/w4AF27NiBXbt2ISkpCS1atIC7uzt69uyJwoULf8unQES5cOjQIYwYMQJVqlSBn58ft5EQEeUDnSiUW0PjsC44Ns/jTOtgjfGOn/7hlJWVhcDAQGzfvh0hISEoUaIEhg4dCjc3N9SqVSvP1yei3Ll9+za6d++O33//HXv37oWLi4vYkYiItJrWn0PpHZmgkjIJAOuCY+ETmfCvP3/06BHmzJkDc3Nz9OrVC+np6dizZw+ePXuGjRs3skwS5bNatWohMjISbdu2hUwmw9y5c5GdnS12LCIiraXVM5SJKelotyEMGQqlysY01JciZHIrlP/OAEePHoWHhweCg4Px3XffYfDgwXBzc4Otra3KrkdE304QBKxZswZz5sxB27ZtceDAAZiYmIgdi4hI62h1oRz8SwQuPEz+qj2TX6InAUyFPxG/ZzqeP38Oe3t7uLu7o2/fvjAy+rYbd4hIvc6cOYN+/frByMgIvr6+aNSokdiRiIi0itYWyrgXqWi/8Zzaxm+ZGoaprgNRt25dtV2DiFQnMTERvXr1wvXr1/Hjjz9i1KhRYkciItIaWruH0isiAXpS9ZxDpycBqnYYyjJJVICYm5vj3LlzOY80HTVqFN6/fy92LCIiraC1hTL0XpJKl7r/LlsAQmOT1DI2EamPoaEhtm/fjl27dsHLywvNmzdHfHy82LGIiAo8rSyUbzMUSEhJV+s1EpLTkZahUOs1iEg9hg0bhgsXLiA5ORkNGjRAcHCw2JGIiAo0rSyU8clpUPfGUAHA4+Q0NV+FiNSlfv36iIqKQuPGjdGpUycsX74cSqXqToQgItIlWlkoM1V4TJAmXIeI1KNUqVIICgrC/PnzMW/ePHTv3h1//vmn2LGIiAocrSyUBvr582nl13WISH309PSwePFiHD16FOfOnYOdnR2io6PFjkVEVKBoZSOqXNoY6rm/+/8JgoDvRwzA3LlzERAQgOfPn6v5ikSkTl27dsWVK1dgbGwMe3t7HDhwQOxIREQFhtaeQ9lqbSji1XhjzneS96gSsxcRERF48eIFAKBixYqws7ND48aN0bhxYzRs2BDFixdXWwYiUr309HSMHj0a+/btw4QJE7Bu3ToYGBiIHYuISKNpbaFcFBiDfRHxajk6SE8qwWD7SljkbANBEPDkyRNcvnwZkZGRuHz5Mq5cuYLU1FQAQI0aNXIKpp2dHerWrQtDQ0OVZyIi1REEAdu2bcOkSZPQuHFjHDp0CBUqVBA7FhGRxtLaQqnuJ+WETG4JS9Ni//maUqnEvXv3cPny5Zyief36dWRlZaFQoUKoV6/eRzOZ1atXh1SqlbsPiAq0ixcvolevXsjOzsahQ4fQsmVLsSMREWkkrS2UgJqe5S2VwKFqaewbaf9VH5eRkYEbN27kzGJevnwZd+/eBQAUK1YMjRo1+mgms2LFipBI1L0TlIi+5MWLF+jXrx/Cw8Oxdu1aTJo0iV+bRET/oNWFMjElHe02hCFDhcf7GOpLETK5FcxLGeV5rNevXyMqKiqnYF6+fBlPnz4FAJQrVy6nXH74b8mSJfN8TSL6egqFArNnz8a6devQt29f/PzzzyhatKjYsYiINIZWF0oA8I5MwCw/1R0BsrqHLfraWahsvH969uxZzizmh/++fv0aAGBlZfXRUnm9evVQpEgRtWUhoo8dOXIEw4cPh4WFBfz8/FC9enWxIxERaQStL5QAsDU0DuuCY/M8TqHbJ3Decz7Kli2rglS5o1Qqcf/+/Y8K5rVr15CRkQF9fX3Y2tp+tFReq1Yt6Onp5Vs+Il1z584d9OjRA0+fPsWePXvQvXt3sSMREYlOJwol8NdM5cLAGCiUwlftqdSTSqAvlWCsvQlWu7mgZMmSOHv2bL6Wyn/KzMzErVu3PrrpJyYmBoIgwNjYGA0bNvxoJrNSpUrc80WkQqmpqRg+fDh8fX0xa9YsLF26FPr6+mLHIiISjc4USuCvPZVz/KMRfv8l9KSSzxbLD6+3sDTBiu62MC9lhNjYWLRu3RolS5ZEaGgoTE1N8zH956WmpuLq1asfzWTGx8cDAMqUKfNRwbSzs4OJiYnIiYkKNkEQ8MMPP2DmzJlwdHTEwYMHUaZMGbFjERGJQqcK5QdxL1LhFZGA0NgkJCSn4+9/ARIAFqWN4GhtikFNLP51NNC9e/fg6OiIUqVK4ezZsxpVKv8pKSnpo7vKL1++jJSUFABAlSpVPrrpp0GDBjA2NhY5MVHBExoair59+8LQ0BC+vr5o3Lix2JGIiPKdThbKv0vLUOBxchoyFUoY6EtRubQxjA0/v3R17949tG7dGiYmJjh79myBmZUQBAGPHj36aKk8KioK7969g1QqRe3atT+aybSxsUGhQoXEjk2k8Z48eYLevXvj6tWr2LJlC1xdXbnNhIh0is4Xym919+5dODo6FrhS+U8KhQIxMTEfLZXfunUL2dnZKFy4MBo0aPDRUnm1atX4g5LoP2RkZGDKlCn46aefMHz4cPz44488hYGIdAYLZR7cvXsXrVu3hqmpKc6cOVNgS+U/paen49q1ax/NZD548AAAUKpUKdjZ2X00kynmDUpEmmbv3r1wd3dHzZo14evriypVqogdiYhI7Vgo8+jOnTto3bo1ypYti7Nnz2rtzS7Jycn/Oh8zKSkJAGBhYfFRwWzYsCGKFfvvx1IS6YLr16+jZ8+eePXqFQ4cOIBOnTqJHYmISK1YKFXg9u3bcHR0RLly5XD27FmULl1a7EhqJwgCEhISPrrp58qVK0hLS4NEIkHNmjU/uumnTp06MDAwEDs2Ub559eoVBg0ahBMnTmDx4sWYO3cupFKp2LGIiNSChVJFYmJi4OjoiAoVKuDMmTM6USr/KTs7G3fv3v1oqfzGjRtQKBQwMDBA/fr1P5rJtLKy4g9Y0mpKpRLLli3DokWL4OTkhH379vERqkSklVgoVehDqTQzM0NISIhOlsp/ev/+Pa5fv/7RUnls7F9PLSpevDgaNWr00U0/ZmZmIicmUr0TJ05g4MCBKFmyJPz8/FC3bl2xIxERqRQLpYrdunULbdq0QcWKFRESEoJSpUqJHUnjvHr1ClFRUR+dj/n8+XMAQIUKFT5aKm/UqBFKlCghbmAiFXj48CF69uyJe/fuwdPTE4MGDRI7EhGRyrBQqsGtW7fg6OgIc3Nzlspcevr06UdL5ZGRkXjz5g0AoHr16h8tldetWxeFCxcWOTHR13v37h3GjBmDPXv2YNy4cVi/fj33FhORVmChVJPo6Gi0adMGFhYWOH36NEvlV1IqlYiNjf3opp/r168jMzMThQoVQp06dT6ayaxRowb09PTEjk30RYIgwNPTExMmTEDDhg1x5MgRbvUgogKPhVKNbt68iTZt2qBSpUoICQnhZvw8ysjIQHR09EczmXfu3IEgCChatCgaNWr00Uymubk5D2EnjRUREYFevXohMzMTPj4+aN26tdiRiIi+GQulmn0olZUrV8bp06dZKlXszZs3OfsxP8xmJiYmAgBMTU1zyuWH2Uxtmyn+lkeHkuZISkpCv379cO7cOaxevRpTpkzhL0FEVCCxUOaDGzduoG3btqhSpQpOnz7Nm0zU7Pfff/9oqTwyMhKvXr0CAFSrVu2jglm/fn0YGRmJnPjrxL1IhVdEAkLvJSEhJR1//wKWALAoZQTH6qYYaG8Bq7I8YF7TKRQKzJs3D6tXr0avXr2wc+dOPhiAiAocFsp8cuPGDbRp0wZVq1ZlqcxngiDgwYMHHxXMq1ev4v3799DT04Otre1HS+W1atWCvr7mzfIlpqRjjn80wu+/hJ5Ugmzlp790P7zewtIEK7rbwrxUwSrNusjPzw/Dhg2DmZkZ/P39UaNGDbEjERHlGgtlPrp+/TratGkDS0tLBAcHs1SKKCsrC7du3fpoJjMmJgZKpRJGRkZo0KDBRzf9VKlSRdSlSO/IBCwMjIFCKXy2SP6TnlQCfakEi51t0M/OQo0JSRXu3r2LHj16IDExEbt370bPnj3FjkRElCsslPns2rVraNu2LaysrBAcHIzixYuLHYn+5+3bt7h27dpHM5mPHj0CAJQuXfqjgmlnZwdTU9N8ybU1NA7rgmPzPM60DtYY72ilgkSkTm/fvsXIkSNx6NAhTJ8+HStWrNDIGXMior9joRTB1atX0a5dO1hbW+PUqVMslRrsjz/+yJnF/PDfly9fAgAqV6780VJ5gwYNULRoUZVe3zsyAbP8olU23uoetujLmUqNJwgCNm7ciOnTp6NFixbw8fHJt19giIi+BQulSK5evYq2bduiRo0aOHXqFL777juxI1EuCIKAx48ff7RUHhUVhfT0dEilUtSqVeujm35sbW1RqFChb7pWYko62m0IQ4ZCqbL8hvpShExuxT2VBURYWBj69OmDQoUK4ciRI2jSpInYkYiI/hMLpYiioqLQrl07lsoCTqFQ4M6dOx8tld+8eRPZ2dkoXLgw6tev/9FMpqWlZa72Yw7+JQIXHiZ/1Z7JL9GTSuBQtTT2jbRX2ZikXk+fPkXv3r1x5coVbNq0CaNHj+bRQkSkcVgoRXblyhW0b98eNWvWxMmTJ1kqtUR6ejquX7/+0Uzm/fv3AQAlSpT4qGDa2dmhfPnyH3183ItUtN94Tm35Qia3hKUpj6YpKDIzMzFt2jRs2bIFQ4YMwbZt2wrccVdEpN1YKDXAlStX0K5dO9jY2ODkyZM8g05LpaSk4MqVKzkF8/Lly3jx4gUAoGLFih/d9BOSUhI+156rdHbyAz2pBIPtK2GRs43Kxyb12r9/P9zc3GBtbQ0/Pz9UrVpV7EhERABYKDVGZGQk2rdvz1KpQwRBwJMnTz5aKo+MjMTbt29RwX0HCpUs/+VBvlGl0kYIm+aotvFJfW7evIkePXogOTkZXl5ecHJyEjsSERELpSa5fPky2rdvD1tbW5w4cYKlUgdlZ2fj2q076OX9GH8990Y9JABuLerIxzQWUH/++SeGDBmCoKAgLFiwAAsWLIBUKhU7FhHpMH4H0iCNGzfG6dOnER0dDScnJ6SmpoodifKZnp4eipQxhzrLJAAIAB4np6n1GqQ+JUqUgFwux9KlS7FkyRJ07doVKSkpYsciIh3GQqlhGjdujODgYNy8eRNOTk54+/at2JEon2Wq8JggTbgOqYdUKsXcuXNx4sQJREREoFGjRrh27ZrYsYhIR7FQaiB7e3ucOnUKN27cYKnUQQb6+fNlmV/XIfXq2LEjoqKiULJkSTg4OGDPnj1iRyIiHcSfKBqqSZMmOHXqFK5fv44uXbqwVOqQyqWN1bzg/deCeuXSxmq+CuWXypUr47fffsOAAQMwbNgwjBkzBhkZGWLHIiIdwkKpwZo2bYqTJ0/i6tWr6Nq1K9LSuOdNFxgb6sNCzU+ysShtxBtytEzhwoXxyy+/wNPTEzt37kSrVq3w5MkTsWMRkY5godRwDg4OOHXqFKKiolgqdYhjdVPoSdUzT6knlcDRms+F1laurq44f/48nj17hgYNGuDs2bNiRyIiHcBCWQA4ODjg5MmTuHLlCrp164b09HSxI5GaDbS3UMuh5gCQrRQwqImFWsYmzWBnZ4erV6+ibt26aN++PdasWQOeEEdE6sRCWUA0a9YMJ06cwOXLl9G1a1eWSi1nVbYYWliaqHyWUk8qQQtLEz52UQeYmJjg5MmTmDlzJmbOnIlevXrhzZs3YsciIi3Fg80LmPPnz6NTp06wt7fH0aNH+TxfLZaYko52G8KQocLjfQz1pQiZ3Armat6jSZpFLpdj6NChKF++PPz8/FCrVi2xIxGRluEMZQHTvHnznHPnnJ2dOVOpxcxLGWGxip+3vcTZhmVSB8lkMkRGRkJfXx+NGzfGoUOHxI5ERFqGhbIAatGiBY4fP45Lly7BxcUF7969EzsSqUk/OwtM62CtkrGmd6iOvnbcO6mrrK2tERERgW7duqFv376YOnUqFAqF2LGISEtwybsAO3fuHDp37gwHBwcEBgaiSJEiYkciNfGOTMDCwBgolMJX3ayjJ5VAXyrBEmcblkkCAAiCgM2bN2PatGlo1qwZfHx8ULZsWbFjEVEBx0JZwIWFhcHJyQnNmjVDQEAAS6UWS0xJxxz/aITffwkoswGp3iffqyeVIFspoIWlCVZ0t+UyN/1LeHg4+vTpA6lUisOHD8PBwUHsSERUgLFQaoFff/0VTk5OaNGiBeRyOUullrt4+zG6fr8KlZp2xqssffz9C1iCvw4td7Q2xaAmFrybmz7r+fPn6NOnDyIiIrB+/XqMGzcOEom6n9NERNqIhVJLhIaGokuXLmjZsiXkcjkKFy4sdiRSk19++QVubm74/fffYfRdSTxOTkOmQgkDfSkqlzbmE3Doq2RlZWH69OnYtGkTBg0aBA8Pj686PSItQ8F/g0TEQqlNzp49i65du7JUarlu3brhzZs3CAsLEzsKaZGDBw9i1KhRsLS0hK+vLywtLT/53rgXqfCKSEDovSQkpKT/e5a8lBEcq5tioL0FrMpylpxIF7BQapkzZ86ga9euaN26Nfz9/Vkqtczbt29hYmKClStXYvLkyWLHIS1z69Yt9OjRA0lJSdi3bx+6dev20et/38f7YZ/up3AfL5Fu4bFBWqZt27YICgrCr7/+ip49eyIjI0PsSKRCp06dQkZGBlxcXMSOQlqodu3aiIyMROvWreHs7Iz58+cjOzsbwF8nDbTbEIYLD5MB4IunDXx4/cLDZLTbEAbvyAT1hiciUXGGUkuFhISgW7duaNOmDfz8/GBoaCh2JFKBIUOG4Pr167h586bYUUiLKZVKrF69GvPmzUP79u3RZsIa/HQ+Mc/jTutgjfGOVipISESahjOUWqpdu3YIDAzE2bNnOVOpJbKyshAUFASZTCZ2FNJyUqkUs2fPxsmTJ3E91VglZRIA1gXHwoczlURaiYVSi7Vv3x4BAQEICQlBr169WCoLuPDwcLx69YqFkvJNjYbN8J3jSECFC1kLAmOQmMJHxhJpGxZKLdehQwcEBgbi9OnT6N27N0tlASaXy2Fubo769euLHYV0xBz/aGQLAFR4NqVCKWCOf7TKxiMizcBCqQM6dOiAgIAABAcHo3fv3sjMzBQ7En0lQRAQEBAAFxcXHjxN+SLuRSrC77/8qkd95ka2UkD4/Ze4n5Sq0nGJSFwslDqiY8eOkMvlOHXqFEtlAXT9+nUkJCRwuZvyjVdEAvSk6vnlRU8qwf5L3EtJpE1YKHVIp06dIJfLcfLkSfTp04elsgCRy+UoUaIEWrZsKXYU0hGh95JUPjv5QbZSQGhsklrGJiJxsFDqmM6dO8Pf3x8nTpxA3759WSoLCLlcji5duqBQoUJiRyEd8DZDgQQ13ziTkJyOtAyFWq9BRPmHhVIHOTk5wc/PD8ePH0e/fv2QlZUldiT6jEePHuHmzZtc7qZ8E5+cBnUfUCwAeJycpuarEFF+YaHUUV26dIGvry+CgoJYKjVcQEAADA0N0bFjR7GjkI7IVCi16jpEpH4slDqsa9eu8PPzw9GjR9G/f3+WSg0ll8vRtm1bFCtWTOwopCMM9PPnR0N+XYeI1I9fzTqua9eu8PX1RWBgIAYMGMBSqWFevnyJ8PBwLndTviprLAXUvOgtAVC5tLFar0FE+YeFktCtWzccOXIEAQEBGDhwIEulBjl27BgEQUC3bt3EjkJaLjk5GXv27EGPHj1QqUI5ZL16rtbrWZQ2grGhvlqvQUT5h4WSAADOzs44fPgw5HI5Bg4cCIWCd19qArlcjqZNm6JcuXJiRyEt9PDhQ2zYsAGtW7eGqakphg0bhufPn2P+/Pno2bSGWs+hdLQ2VcvYRCQOFkrK4eLigsOHD8Pf35+lUgOkp6fj1KlTcHFxETsKaQlBEBAVFYX58+ejTp06qFatGmbNmgVjY2Ns27YNz549w8WLFzFr1ixM6FRPredQFntxHdnZ2WoZn4jyHwslfcTFxQWHDh2Cn58fBg0axFIpotOnT+Pdu3fcP0l5kpmZieDgYIwbNw4WFhZo1KgRtm7dirp16+Lw4cN4+fIljh07Bjc3N5QvXz7n46zKFkMLSxOVz1LqSYBiaU8xzW0QGjRogJMnT0IQ1H1IERGpGwsl/Uv37t3h4+MDX19fDB48mKVSJAEBAahZsyasra3FjkIFzOvXr+Ht7Y3+/fujTJky6NixI4KCgtCjRw+cOXMGSUlJ2LdvH3r16vXZ0wNWdLeFvooLpb6eFMcXDcLFixdRvHhxdO7cGe3atUNUVJRKr0NE+YuFkv5Tjx494O3tjcOHD2PIkCEslflMoVAgMDCQs5OUa0+ePMFPP/2Ejh07okyZMujfvz/u3r2LKVOm4Nq1a3j8+DE2bdqENm3a5PqJS+aljLDY2UalOZc428C8lBGaNGmCsLAwBAYG4vfff0ejRo3Qv39/PHjwQKXXI6L8IRG41kCf4evri759+6Jv377Ys2cP9PV5V2Z+OHfuHFq1aoVLly7B3t5e7DikgQRBQExMDORyOQICAnDlyhXo6emhVatWkMlkcHZ2RqVKlVRyra2hcVgXHJvncaZ3qI5xjpb/+nOFQoE9e/ZgwYIF+OOPPzB69GjMnz8fZcqUyfM1iSh/sFDSFx05cgT9+vVD3759sXfvXujp6YkdSetNmTIF3t7eePLkCaRSLiTQXxQKBS5cuJBTIh8+fIiiRYuic+fOcHFxgZOTE0qWLKmWa3tHJmBhYAwUSuGrbtbRk0qgL5VgibMN+tpZfPa96enp2Lx5M1auXAlBEDB9+nRMmTIFxsY8r5JI07FQUq4cPnwY/fv3R79+/bBnzx6WSjUSBAGWlpbo0KEDtm3bJnYcEll6ejqCg4Mhl8sRFBSE5ORklCtXDi4uLnBxcUGbNm1gaGiYL1kSU9Ixxz8a4fdfQk8q+Wyx/PB6C0sTrOhuC/NSRrm+TnJyMpYvX44ff/wRpUqVwqJFizBy5EiukBBpMBZKyrVDhw5hwIABGDBgAHbt2sVSqSbR0dGoU6cOTp48yed366ikpCQEBQVBLpfj9OnTeP/+PWrWrAmZTAYXFxfY2dmJOnMd9yIVXhEJCI1NQkJy+kfP1JHgr0PLHa1NMaiJBSxNv/2RoY8fP8b8+fPh5eUFa2trrFy5EjKZDBKJes7HJKJvx0JJX8XHxwcDBw7EwIEDsXPnTpZKNVi6dCnWrl2LP/74I99mnkh8cXFxCAgIgFwux4ULFwAADg4OOSXSyspK5IT/LS1DgcfJachUKGGgL0Xl0sYqfwLO9evXMXPmTAQHB6Np06ZYs2YNmjdvrtJrEFHesFDSV/Px8cGAAQMwePBg/PLLLyyVKtawYUNYWVnB29tb7CikRkqlEpGRkTkl8s6dOyhcuDDat28PmUyGrl27wtSUT5P5u5CQEMyYMQPXrl2Ds7MzVq5ciVq1aokdi4jAQknfyNvbGwMHDsSQIUPw888/s1SqSGJiIiwsLHDw4EH069dP7DikYhkZGTh79iwCAgIQGBiI58+fo3Tp0ujWrRtcXFzQvn173oDyBUqlEj4+Ppg7dy7i4+MxYsQILFq0CGZmZmJHI9JpLJT0zQ4ePIhBgwZh6NCh+Pnnn3k3sgps3boVU6ZMwR9//IHixYuLHYdU4NWrVzh+/DgCAgJw4sQJvH37FlWrVs1ZynZwcODNJt8gIyMD27dvx9KlS5Geno5JkyZh5syZ/LohEgkLJeXJgQMHMHjwYJZKFWnXrh309PRw6tQpsaNQHiQkJCAgIAABAQEICwuDQqFAo0aNckqkjY0NbyxRkdevX2Pt2rVYv349jIyMMG/ePIwZM4b7j4nyGQsl5dn+/fsxdOhQDBs2DDt27GCp/EavXr1CmTJlsGXLFowZM0bsOPQVBEHAjRs3ckrktWvXUKhQITg6OsLFxQXOzs6oWLGi2DG12rNnz7Bo0SL88ssvsLCwwLJly9C/f39+PyLKJyyUpBL79+/HkCFDMGLECHh6evKb+Dfw8vLCoEGD8OTJE+4HKwCysrIQHh6eUyLj4+Px3XffwcnJCTKZDJ06deLyqwju3LmD2bNnIyAgAPXr18fq1avRvn17sWMRaT0WSlKZffv2YejQoRg5ciQ8PDxYKr9S7969kZCQgIiICLGj0Cekpqbi1KlTCAgIwLFjx/Dq1SuYmZnBxcUFMpkMrVq1goGBgdgxCcBvv/2GGTNm4MKFC2jfvj1Wr16N+vXrix2LSGtxJzipzODBgyEIAoYNGwaJRILt27ezVObS+/fvceLECcyZM0fsKPQPv//+OwIDAxEQEICQkBBkZmbC1tYW48aNg0wmQ4MGDbgfUgM1a9YM58+fR0BAAGbPno0GDRpgwIABWLZsGapUqSJ2PCKtwxlKUrk9e/Zg+PDhcHV1xbZt21gqc+HYsWPo2rUrYmJieK6eBrh7927O87IvXboEqVSKFi1a5DzusGrVqmJHpK+gUCiwa9cuLFy4EMnJyRg7dizmzp0LExMTsaMRaQ0WSlKL3bt3Y8SIEXBzc8NPP/3EUvkFbm5u+PXXX3Hv3j3OdokgOzsbEREROSUyNjYWRkZG6NixI1xcXNClSxeWDy2QlpaGjRs3YvXq1ZBIJJg1axa+//57GBnl/jnjRPTfWChJbXbt2oWRI0di9OjR+PHHH1mUPiE7OxsVKlTA0KFDsWbNGrHj6Ix3797hzJkzkMvlOHr0KJKSkmBqaopu3bpBJpOhbdu2KFKkiNgxSQ3++OMPLFu2DNu2bUOZMmWwePFiDBs2jOeBEuUBCyWp1c6dOzFq1CiWys+4cOFCzn6vZs2aiR1HqyUnJyMoKAgBAQE4deoU0tPTYW1tnXNTjb29PZ/6pEMePnyIefPm4eDBg6hZsyZWrVqFbt268fsU0TdgoSS127lzJ0aOHImxY8di69at/Gb9DzNmzMCePXvw7Nkzlhk1ePjwYc7RPuHh4VAqlWjSpElOiaxRo4bYEUlkUVFRmDlzJs6cOYPmzZtjzZo1aNq0qdixiAoUFkrKFz///DNcXV0xbtw4bNmyhaXyfwRBQPXq1dGqVSvs2LFD7DhaQRAEXL16NWc/ZHR0NAwMDNCuXTu4uLigW7duKF++vNgxScMIgoDg4GDMnDkTN27cQPfu3bFy5UpUr15d7GhEBQILJeWbHTt2wM3NDePHj8fmzZtZKvHXIcy1atVCUFAQunTpInacAiszMxNhYWGQy+UIDAzEkydPULJkSXTp0gUuLi7o2LEjihUrJnZMKgCUSiUOHDiAefPm4cmTJxg1ahQWLlzIX0KIvoCFkvKVp6cn3N3dMWHCBGzatEnnS+XKlSuxfPlyvHz5EoULFxY7ToHy5s0bnDhxAnK5HMePH8ebN29QqVKlnKN9WrRogUKFCokdkwqo9+/f46effsLy5cvx/v17TJkyBdOnT8d3330ndjQijcRCSfnOw8MDo0ePxsSJE7Fx40adLpX29vYwNzfHkSNHxI5SIDx9+hSBgYGQy+UIDQ1FVlYW6tevn1Mi69atq9P/nkj1/vzzT6xatQqbNm1C0aJFsWDBAri7u/OJSET/wEJJoti+fTvGjBmD77//Hhs2bNDJEvDs2TOYmZlh3759GDRokNhxNJIgCIiJiUFAQADkcjmuXLkCPT09tG7dGi4uLnB2dkalSpXEjkk64MmTJ1i4cCF2796NypUrY/ny5ejTpw/P2CX6HxZKEs22bdswduxYTJo0CevXr9e5Url9+3aMHz8ef/zxB0qWLCl2HI2hUChw4cKFnJtqHj58iKJFi6Jz585wcXGBk5MT/75INLdu3cKcOXNw9OhRNGzYEGvWrEGbNm3EjkUkOhZKEtVPP/2EcePGYfLkyfjhhx90qlR26tQJWVlZOHPmjNhRRJeeno7g4GDI5XIEBQUhOTkZ5cuXh7OzM1xcXNCmTRsYGhqKHZMox7lz5zBjxgxERESgU6dOWLVqFerWrSt2LCLR8LEAJKqxY8dCEASMHz8eEokE69at04lS+fr1a5w9exY//PCD2FFEk5SUlHPIeHBwMN6/f49atWrBzc0NLi4usLOz43IiaayWLVvi4sWL8PPzw+zZs1G/fn0MGjQIS5cu5TYM0kmcoSSN8OOPP2L8+PGYOnUq1q5dq/Wl0sfHB/369UN8fDwsLCzEjpNv4uLicg4Z/+233wAAzZo1y7mpxsrKSuSERF8vKysLP//8MxYvXoxXr15hwoQJmDNnDkqVKiV2NKJ8w0JJGmPr1q2YMGECpk+fjtWrV2t1qezfvz/u3buHq1evih1FrZRKJSIjI3NK5O3bt1G4cGF06NABLi4u6Nq1K0xNTcWOSaQSb9++xfr167F27Vro6elh9uzZmDhxIp8JTzqBhZI0ypYtWzBx4kTMmDEDq1at0spSmZGRgTJlymDatGlYsGCB2HFULiMjA2fPnkVAQAACAwPx/PlzlC5dGt26dYOLiwvat28PY2NjsWMSqc2LFy+wdOlSeHh4oFy5cliyZAmGDBnCR6uSVmOhJI2zadMmTJo0CTNnzsTKlSu1rlSeOnUKnTp1wo0bN1CnTh2x46jEq1evcPz4cQQEBODEiRN4+/YtqlatCplMBhcXFzg4OEBfn1u2Sbfcv38fc+fOxaFDh1C7dm2sWrUKTk5OWvc9jQhgoSQNtXHjRkyePBmzZs3CihUrtOob8NixY3Hy5Ek8ePCgQH9eCQkJOUvZYWFhUCgUaNSoUU6JtLGxKdCfH5GqREZGYsaMGfj111/RsmVLrFmzBvb29mLHIlIpThmQRpo0aRIEQcCUKVMgkUiwfPlyrSgnSqUSAQEB6NOnT4H7fARBwI0bN3JK5LVr11CoUCE4Ojpi8+bNcHZ2hpmZmdgxiTSOnZ0dzp49ixMnTmDmzJlo0qQJevXqhRUrVvBGNNIaLJSksSZPngxBEDB16lRIJBIsW7aswJWwf7py5QqePXsGmUwmdpRcycrKQnh4eE6JjI+Px3fffYcuXbpg5syZ6NSpE4oXLy52TCKNJ5FI4OTkhI4dO2L//v2YP38+atWqBVdXVyxcuBBly5YVOyJRnnDJmzTeDz/8gGnTpmHu3LlYunRpgS6Vc+bMgaenJ37//XeN3VP49u1bnDx5EgEBATh27BhevXqFihUr5hzt06pVKz7HmCiP3r17h61bt2LFihXIysrCtGnTMHXqVBQrVkzsaETfhIWSCoR169Zh+vTpmDdvHpYsWVJgS6WNjQ0aN26MXbt2iR3lI7///jsCAwMREBCAM2fOICMjA7a2tjn7IRs0aFBg/86JNFlKSgpWrVqFzZs3o3jx4li4cCFcXV1RqFAhsaMRfRUWSiow1q5dixkzZmD+/PlYvHhxgSs4sbGxqF69Ovz9/TViyfvu3bs5z8u+dOkSpFIpWrRoAZlMBmdnZ1StWlXsiEQ6IyEhAQsWLMDevXtRrVo1rFixAr169Spw3+dId2nmmhvRf5g+fToEQcDMmTMhkUiwePFisSN9lYCAABQpUgQdOnQQ5frZ2dmIiIjIKZGxsbEwMjJCx44dsWfPHnTp0gWlS5cWJRuRrrOwsMDu3bsxZcoUzJo1C3369EHjxo2xZs0atGrVSux4RF/EGUoqcFavXo1Zs2Zh0aJFWLhwodhxcq158+YwMTGBXC7Pt2u+e/cOZ86cgVwux9GjR5GUlARTU1M4OzvDxcUFbdu25VM8iDRQaGgoZs6cicjISHTp0gUrV66Era2t2LGIPokzlFTgzJw5E4IgYPbs2ZBIJAXiaTMvXrzAhQsXsHPnTrVfKzk5GceOHYNcLsepU6eQnp4Oa2trDBs2DC4uLrC3t+cTO4g0nKOjIyIiInD48GHMmTMHdevWxdChQ7FkyRKYm5uLHY/oXzhDSQXWypUrMWfOHCxZsgTz588XO85n/fzzz3B3d8eLFy9gYmKi8vEfPXqEgIAAyOVynD9/HtnZ2WjSpEnOTTU1atRQ+TWJKH9kZmZix44dWLx4MVJTUzFx4kTMmjULJUuWFDsaUQ4WSirQVqxYkXOc0Lx588SO80ldu3ZFamoqwsLCVDKeIAi4evVqzn7I6OhoGBoaom3btpDJZOjWrRvKlSunkmsRkWZITU3FunXr8MMPP8DAwABz5szB+PHjUbhwYbGjEbFQUsG3bNkyzJ8/H8uWLcPcuXPFjvMvb9++hYmJCVauXInJkyd/8ziZmZkICwuDXC5HYGAgnjx5gpIlS6JLly6QyWTo2LEjihYtqsLkRKSJfv/9dyxevBg7duyAmZkZli5dioEDB3IrC4mKhZK0wtKlS7FgwQIsX74cc+bMETvOR3x9fdGrVy88ePDgq4/iefPmDU6cOAG5XI7jx4/jzZs3qFSpElxcXCCTydC8eXOeV0eko+7du4e5c+fC19cXderUwapVq9CpUyceNUSiYKEkrbFkyRIsXLgQK1aswOzZs7/4/rQMBR4npyFToYSBvhSVSxvD2FD196kNHjwYN27cwM2bN3P1/qdPnyIwMBByuRyhoaHIyspC/fr1c0pknTp1+AODiHJcunQJM2bMQHh4OBwdHbFmzRo0atRI7FikY3iXN2mNBQsWQBAEzJkzBxKJBLNmzfrXe+JepMIrIgGh95KQkJKOv/82JQFgUcoIjtVNMdDeAlZl8/4ItKysLAQFBWHChAmffI8gCIiJicm5qebKlSvQ19dHq1at8MMPP8DZ2RmVKlXKcxYi0k5NmjRBWFgYgoKCMGvWLNjZ2aFv375Yvnw5qlWrJnY80hGcoSSts2jRIixevBirVq3CzJkzAQCJKemY4x+N8PsvoSeVIFv56X/2H15vYWmCFd1tYV7K6JuznD17Fm3btkVUVBQaNGiQ8+fZ2dn47bffckrkw4cPUbRoUXTu3BkuLi5wcnLiHZxE9NWys7OxZ88eLFiwAElJSRg9ejTmzZsHU1NTsaORlmOhJK20cOFCLFmyBKtXr4aFYz8sDIyBQil8tkj+k55UAn2pBIudbdDPzuKbckycOBFyuRzx8fF49+4dgoODERAQgKNHjyI5ORnly5eHs7MzZDIZHB0dYWho+E3XISL6u/T0dGzevBmrVq1CdnY2ZsyYgSlTpsDY2FjsaKSlWChJKwmCgIULF2JTyD2UbDUkz+NN62CN8Y5WX52hYsWKqFGjBooWLYrg4GC8f/8etWrVytkP2ahRI0il0jznIyL6L8nJyVixYgW2bt2KUqVKYdGiRRgxYgRv5iOVY6EkrXXwcgJm+0erbLzVPWzRNxczlXFxcQgICICXlxeuX78OiUSCZs2awcXFBS4uLrCy+rpiSkSUV48fP8b8+fPh5eUFKysrrFy5Et27d+cNfqQyLJSklRJT0tFuQxgyFEqVjWmoL0XI5Fb/2lOpVCoRGRmJgIAABAQE4Pbt2yhcuDAsLCyQmJiIuLg4mJmZqSwHEdG3un79OmbOnIng4GA0bdoUa9asQfPmzcWORVqAa22kleb4R0PxFfslc0OhFDDnfzOeGRkZOHHiBEaPHo2KFSuiSZMm8PT0ROPGjSGXy5GcnIzChQujZ8+eLJNEpDHq1auHU6dO4fTp08jIyECLFi3g4uKC27dvix2NCjjOUJLWiXuRivYbz6ltfNsEOX4N9Mbbt29RrVq1nKVsBwcH6Ov/dRLXw4cPUa1aNRw+fBi9evVSWxYiom+lVCrh4+ODuXPnIj4+HsOHD8fixYv5SzB9ExZK0jqLAmOwLyL+q+7ozi1BmQ2jp1cwqKYhXFxcYGNj8597kDZs2IDZs2fjjz/+QLFieT/PkohIXTIyMrB9+3YsXboU6enpmDRpEmbOnInixYuLHY0KEBZK0jqt1oYiPiVdbeNXKm2EsGmOn31P69atUbRoUQQFBaktBxGRKr1+/Rpr167F+vXrUaRIEcybNw9jx47lcWaUK9xDSVrlbYYCCWoskwCQkJyOtAzFJ19/+fIlwsPDIZPJ1JqDiEiVihcvjmXLluH+/fvo2bMnpk2bhho1asDLywtKpepucCTtxEJJWiU+OQ3qnnIXADxOTvvk60FBQRAEAd26dVNzEiIi1atQoQI8PT1x69Yt1KtXD4MGDULDhg0RHBwsdjTSYCyUpFUyVXhM0LdeRy6Xo2nTpihbtmy+ZCEiUoeaNWvC398f58+fh5GRETp27Ij27dvj6tWrYkcjDcRCSVrFQD9//kl/6jrp6ekIDg7mcjcRaY1mzZrh/Pnz8Pf3x5MnT9CwYUMMHDgQjx49EjsaaRAWStIqlUsbQ93PfZD87zr/5fTp03j37h0LJRFpFYlEAplMhujoaHh6eiI0NBTVq1fHpEmT8PLlS7HjkQZgoSStYmyoD4t/PMlG1SxKG8HYUP8/X5PL5ahZsyYfr0hEWklfXx+urq6Ii4vDwoULsXPnTlSrVg0rVqxAerp6b4gkzcZCSVrHsbop9KTqmafUk0rgaG36n68pFAocPXqUs5NEpPWMjY0xd+5cPHjwAMOHD8eiRYtgZWWFn3/+GQrFp0/BIO3FQklaZ6C9hVoONQeAbKWAQU0s/vO1CxcuIDk5mYWSiHRGmTJlsHHjRty9exetWrWCq6sr6tSpg4CAAPCYa93CQklax6psMbSwNFH5LKWgzEZm/A347NiM9+/f/+t1uVyO8uXLo1GjRiq9LhGRpqtatSoOHDiAK1euoEKFCpDJZGjRogUuXLggdjTKJyyUpJVWdLeFvooLZWGDQpCZvcOiRYtQq1YtyOXynN/ABUGAXC6Hi4sLpFJ+WRGRbmrYsCFOnz6NU6dO4e3bt2jWrBl69OiBu3fvih2N1Iw/+UgrmZcywmJnG5WOucTZBj+tXYro6GhUr14d3bt3R4cOHXD79m1ER0fj0aNHXO4mIp0nkUjQoUMHXL16Ffv27cPVq1dRu3ZtuLu74/nz52LHIzXhs7xJq20NjcO64Ng8jzO9Q3WMc7TM+d+CIODYsWOYNGkSHj9+jMaNG+PWrVt4+fIlDAwM8nw9IiJt8f79e2zbtg3Lli3D+/fvMWXKFEyfPh3fffed2NFIhVgoSet5RyZgYWAMFErhq27W0ZNKoC+VYImzDfra/feNOBkZGdi4cSPmzJmDQoUKYevWrRg+fDj09PRUFZ+ISCv8+eefWL16NTZu3IiiRYti/vz5GD16NH8J1xIslKQTElPSMcc/GuH3X0JPKvlssfzwegtLE6zobgvzL5xrmZCQgEqVKqFFixYIDw9Hw4YNsXnzZjg4OKj60yAiKvCePHmChQsXYvfu3ahcuTKWL1+OPn36cP95Acf/90gnmJcywr6R9jg9qSUG21dCpdJG/3qijgRApdJGGGxfCSGTW2LfSPsvlkkACAgIQKFChXD06NGcOxqbNWuGwYMH49mzZ6r/ZIiICrCKFSvil19+wc2bN2FjY4P+/fujcePGOHPmjNjRKA84Q0k6Ky1DgdKVa2DG7Lno26sHKpc2/uQTcD6nXbt20NfXx8mTJwEASqUSu3btwuzZs5Geno558+Zh8uTJMDQ0VPWnQERU4J07dw4zZsxAREQEOnbsiNWrV6Nu3bpix6KvxBlK0llGBnrI+P0BKhkrYVOh+DeVyVevXuHXX3+Fi4tLzp9JpVKMHDkSsbGxcHNzw/z582FjY4OjR4/yoF8ion9o2bIlLl68iCNHjuDhw4eoX78+hgwZgvj4eLGj0VdgoSSdlZ2dDeCvZ9N+q2PHjiE7OxvOzs7/eq1EiRJYv349bty4gapVq8LZ2RmdO3fmeWxERP8gkUjQs2dPxMTE4KeffkJwcDCsra0xdepUJCcnix2PcoGFknTWh+fN5uWObLlcjsaNG8PMzOyT76lVqxZOnToFuVyO2NhY2NraYtq0aXj9+vU3X5eISBsVKlQIo0ePxv379zF37lx4enqiWrVqWL16Nd69eyd2PPoMFkrSWR8K5bfOUL5//x4nT57M1WHmEokELi4uuH37NhYvXoxt27bB2toau3btglKp/KbrExFpq6JFi2LBggV48OABBg8ejHnz5uV8z/ywukSahYWSdFZel7zPnDmDtLS0j/ZPfknhwoUxZ84c3Lt3D+3atcOIESPQpEkTREREfFMGIiJtZmpqii1btuDOnTtwcHDAiBEjULduXQQFBXFPuoZhoSSdldcZSrlcDisrK9SsWfOrP7ZixYrw8vJCeHg4FAoFmjRpgmHDhvGxZERE/8HS0hI+Pj64fPkyypQpg27duqF169b8ZVyDsFCSzsrLHsrs7GwEBgZCJpNBIvnniZa517x5c0RGRsLDwwNBQUGwtrbG2rVrkZmZ+c1jEhFpKzs7O5w9exbHjx/Hq1ev0KRJE/Tq1QuxsXl/xC7lDQsl6ay8zFBGREQgKSkpV/snv0RPTw9ubm6Ii4vDiBEjMHv2bNja2uL48eN5HpuISNtIJBJ07twZ165dw+7du3H58mXUqlULY8eOxYsXL8SOp7NYKEln5WUPpVwuh6mpKezt7VWWp2TJkti0aROuX7+OihUrokuXLujatSvi4uJUdg0iIm2hp6eHoUOHIjY2FitXrsTBgwdRrVo1LFq0CKmpqWLH0zkslKSzvnWGUhAE+Pv7w9nZOU9HDn1K7dq1ERISAl9fX9y6dQs2NjaYOXMmv0ESEf2HwoULY/r06Xj48CHGjh2LVatWwdLSEj/++COysrLEjqczWChJZ33rHso7d+7g/v37Klnu/hSJRIIePXrgzp07mD9/PrZs2QJra2vs3buXxwwREf2HkiVLYs2aNYiNjUXnzp0xYcIE1KpVC4cPH+Yd4fmAhZJ01rfOUAYEBMDY2Bht27ZVR6yPFClSBPPnz8fdu3fRqlUrDB06FA4ODoiMjFT7tYmICiILCwvs3r0b169fh7W1Nfr06QN7e3v8+uuvKr1OWoYCMc9e41rCK8Q8e420DIVKxy9oJAJrO+mo6Oho1KlTBxEREWjcuHGuP87e3h7m5uY4cuSIGtP9t7CwMEycOBE3b97EiBEjsGLFCpQtWzbfcxARFRS//vorZsyYgcjISDg5OWHVqlWwtbX9prHiXqTCKyIBofeSkJCSjr8XKAkAi1JGcKxuioH2FrAqW0wl+QsKzlCSzvqWGcqnT5/i8uXLal3u/pxWrVohKioKP/30E+RyOaytrbF+/XoeM0RE9Akfzqv08fHBvXv3ULduXQwfPhyJiYm5HiMxJR2Df4lA+43nsC8iHvH/KJMAIACIT0nHvoh4tN94DoN/iUBiSrpKPxdNxkJJOutb9lAGBgZCT08PXbp0UVesL9LX18eYMWMQFxeHwYMHY/r06ahbty5OnTolWiYiIk0mkUjQp08f3L59G1u2bMGxY8dgZWWFGTNm4NWrV5/9WO/IBLTbEIYLD5MBANnKzy/sfnj9wsNktNsQBu/IBNV8EhqOhZJ01rfMUAYEBKB169YoWbKkumLlWqlSpbB161Zcu3YN5cqVQ6dOneDi4oIHDx6IHY2ISCMZGBhg3LhxePDgAWbOnImffvoJ1apVw7p16/D+/ft/vX9raBxm+UUjQ6H8YpH8p2ylgAyFErP8orE1VPuPf2OhJJ31tYXy9evXOHv27Fc9uzs/1KlTB2fPnsWhQ4dw7do11KpVC3PmzMHbt2/FjkZEpJGKFSuGxYsX4/79++jbty9mzZoFa2tr7NmzJ+eMYu/IBKwLVs0TeNYFx8JHy2cqWShJZ33tweYnTpxAVlaWxhVK4K/lnN69e+Pu3buYPXs2NmzYgOrVq8PLy4vHZRARfUK5cuWwbds23L59G40bN8awYcNQv3597PM7joWBMSq91oLAGK3eU8lCSTrra/dQyuVyNGjQABYWFuqMlSdGRkZYtGgR7ty5g6ZNm2LQoEFo3rw5oqKixI5GRKSxrK2tceTIEVy8eBElSpTAtENRyMhS7TFACqWAOf7RKh1Tk7BQks76miXvjIwMHD9+XLS7u79W5cqVceTIEZw5cwavX7+GnZ0d3Nzc8Mcff4gdjYhIYzVp0gQ/HwpCkSoNAIlqK1K2UkD4/Ze4n6SdTz1joSSd9TWF8tdff0VqaqpGLnd/Tps2bXD9+nVs3rwZhw8fhpWVFTZt2sTHkRERfcKBy4nQk0rUMraeVIL9l7RzLyULJemsr9lDKZfLUaVKlW8+DFdM+vr6GD9+POLi4tC/f39MnjwZ9erVQ0hIiNjRiIg0Tui9pK++ozu3spUCQmOT1DK22FgoSWfldg+lUqlEQEAAZDIZJBL1/NaaH0xMTLBt2zZcvXoVpUuXRvv27dGjRw88evRI7GhERBrhbYYCCWq+cSYhOV0rH9PIQkk6K7dL3leuXMHz588LzP7JL6lXrx7CwsJw8OBBXL58GTVr1sT8+fORlpYmdjQiIlHFJ6f96wk4qiYAeJysfd9vWShJZ+W2UMrlcpQuXRoODg75EStfSCQS9OvXD/fu3cP06dOxdu1a1KhRA97e3jxmiIh0VqZCqVXXyU8slKSzcruHUi6Xo1u3bl/1RJ2CwtjYGEuXLsXt27dhZ2eH/v37o1WrVrh+/brY0YiI8p2Bfv7Uovy6Tn7Svs+IKJdys4cyNjYWd+7c0Zrl7k+pWrUq/Pz8EBwcjJcvX6Jhw4YYM2YMXr58KXY0IqJ8U7m0MdS9U17yv+toGxZK0lkKhQISiQRS6ae/DAICAlCkSBG0b98+H5OJp3379rhx4wbWr1+PgwcPwsrKClu3bs0p30RE2szYUB8WpYzUeg2L0kYwNtS+FS8WStJZCoUiV8vdHTp0gJGRer/BaJJChQrh+++/R2xsLHr37o2JEyeifv36OHv2rNjRiIjU6uHDhzBMuQ9Bma2W8fWkEjham6plbLGxUJLOys7O/myh/P3333Hx4kWtX+7+FFNTU3h6eiIyMhLfffcd2rZti969eyM+Pl7saEREKpOVlQVfX1906NAB1apVwxXvjZBIc/dI3q+VrRQwqInmPr43L1goSWcpFIrP7p88evQoJBIJunbtmo+pNE/Dhg1x/vx57N+/HxcuXECNGjWwaNEipKer96w2IiJ1evDgAWbPng1zc3P06tULaWlp2L17N57ERKKFpYnKn5ajJ5WghaUJLE2LqXRcTcFCSTrrS0veAQEBaN68OUxMTPIxlWaSSCQYOHAg7t27h8mTJ2PlypWoWbMmDh8+zGOGiKjAyMzMxJEjR9ChQwdYWlpi+/bt6Nu3L6Kjo/Hbb79h6NChMDIyworuttBXcaHUl0qwonvBe9pabrFQks76XKFMTU1FSEiIzi53f0rRokWxYsUKxMTEoF69eujTpw/atGmD6OhosaMREX3S/fv3MWvWLJibm6N3795IT0/Hnj178PTpU2zatAm1a9f+6P3mpYyw2NlGpRmWONvAXM03/IiJhZJ01uf2UJ46dQoZGRlwcXHJ51QFg6WlJQICAnDixAk8f/4c9erVw/jx45GSkiJ2NCIiAH/NRh4+fBjt2rWDlZUVPDw80K9fP9y6dQvnz5/HkCFDPnvDZT87C0zrYK2SLNM7VEdfO+3cO/kBCyXprM/toZTL5ahTpw6qVq2az6kKlk6dOuHmzZtYu3Yt9u7dCysrK2zbti3n0Hgiovx2//59zJw5ExUrVkSfPn2QkZGBvXv34tmzZ9i0aRNsbHI/8zje0QqretjCUF/61Xsq9aQSGOpLsbqHLcY5Wn7tp1HgsFCSzvrUkndWVhaOHTvG2clcMjAwwJQpUxAXFweZTIaxY8eiQYMGCAsLEzsaEemIzMxMHDp0KGc2cseOHRgwYABu3bqF8PBwDB48GEWKFPmmsfvZWSBkcis4VC0NAF8slh9ed6haGiGTW2n9zOQHLJSksz5VKM+dO4c///yT+ye/UtmyZfHLL7/g8uXLMDIyQuvWrdGvXz8kJiaKHY2ItFRcXBxmzJiBihUrom/fvsjIyMC+ffvw9OlTbNy48atmIz/HvJQR9o20x+lJLTHYvhIqlTb61xN1JAAqlTbCYPtKCJncEvtG2mv1nsl/kgi8RZN01LRp0xAUFIS7d+9+9OcTJkxAQEAA4uPjIZGo+yFc2kmpVGL//v2YOXMmXr9+jdmzZ2PatGnfPENARPRBRkYG5HI5PD09cfbsWZQsWRJDhw6Fq6sratWqlW850jIUeJychkyFEgb6UlQubayVT8DJLc5Qks7Kzs7+1x5KQRAQEBAAmUzGMpkHUqkUQ4YMQWxsLCZMmIClS5eiVq1a8PPz4zFDRPRN/j4b2a9fPygUCuzfvx/Pnj3Dhg0b8rVMAn89ptGmQnHUtygJmwrFdbpMAiyUpMP+a8n72rVrSExM5P5JFSlWrBhWr16NW7duwcbGBj179kT79u0RExMjdjQiKgAyMjLg7e2NNm3awNraGr/88gsGDx6M27dvIywsDAMHDkThwoXFjklgoSQd9l+FUi6Xo0SJEmjZsqVIqbSTtbU1goKCEBQUhISEBNStWxfff/89Xr16JXY0ItJAsbGxmD59OipWrIj+/fsjOzsbXl5eePr0KdavX4+aNWuKHZH+gYWSdNanCmXXrl1RqFAhkVJpty5duuDWrVtYuXIldu7cCWtra3h6evKYISLKmY10dHRE9erVsXPnTgwZMgR37txBWFgYBgwYwNlIDcZCSTrrn3soHz58iOjoaN7drWYGBgaYPn06YmNj0aVLF7i7u8POzg7nz58XOxoRieDevXuYNm0azMzM0L9/fwiCgAMHDuDp06f44YcfUKNGDbEjUi6wUJLO+ucMZUBAAAwNDdGxY0cRU+mO8uXLY/fu3bh48SL09PTQokULDBgwAE+ePBE7GhGp2fv373HgwAG0bt0aNWrUwO7duzFs2DDcvXsXv/76K/r378/ZyAKGhZJ01j8LpVwuR7t27VC0aFERU+meJk2aICIiAjt37sSZM2dQvXp1rFixAu/fvxc7GhGp2N27dzF16lRUrFgRAwcOhEQiyZmNXLduHapXry52RPpGLJSkk9IyFHgtLYas78wQ8+w14p/+jvPnz3O5WyRSqRTDhw9HbGwsxowZg4ULF8LGxgYBAQE8ZoiogPswG9mqVSvUrFkTe/fuxfDhw3H37l2Ehoaif//+MDQ0FDsm5REPNiedEfciFV4RCQi9l4SElHR8/A9fQNar3zHQsS5cW9eAVdliIqUk4K9ZjEmTJuHUqVPo0KEDNm7cyLs6iQqYO3fuYMeOHdizZw9SUlLg6OgINzc3dO/enQVSC7FQktZLTEnHHP9ohN9/CT2pBNnKT/+T//B6C0sTrOhuq1OPzdI0giAgKCgIkydPRnx8PCZMmICFCxeiePHiYkcjok94//49fH194eHhgfDwcJiYmGDYsGFwdXWFtbW12PFIjVgoSat5RyZgYWAMFErhs0Xyn/SkEuhLJVjsbIN+dhZqTEhfkpGRgQ0bNmDZsmUwMjLCypUrMXz4cEil3LFDpCnu3LkDT09P7N27FykpKWjTpg3c3Nwgk8k4G6kjWChJa20NjcO64Ng8jzOtgzXGO1qpIBHlxdOnTzFr1izs378fDRs2xObNm+Hg4CB2LCKd9e7dO/j6+sLT0zNnNnL48OFwdXWFlRW/Z+oa/opPWsk7MkElZRIA1gXHwicyQSVj0bczMzPDvn37cP78eQiCgGbNmmHw4MF49uyZ2NGIdMrt27cxadIkmJmZYfDgwTAwMICPjw+ePHmCNWvWsEzqKM5QktZJTElHuw1hyFAoVTamob4UIZNbcU+lhsjOzsauXbswe/ZsvHv3DvPnz8ekSZO4tEakJu/evcORI0fg6emJ8+fPo0yZMjmzkZaWlmLHIw3AGUrSOnP8o6H4iv2SuaFQCpjjH63SMenb6enpYdSoUYiLi4Orqyvmzp2L2rVrIygoiMcMEalQTExMzmzkkCFDULhwYRw6dAhPnjzB6tWrWSYpBwslaZW4F6kIv//yq27AyY1spYDw+y9xPylVpeNS3pQoUQIbNmzAzZs3UblyZXTr1g1dunTBvXv3xI5GVGC9e/cOe/fuRfPmzVG7dm0cPHgQbm5uiIuLw+nTp9G7d28YGBiIHZM0DAslaRWviAToSSVqGVtPKsH+S9xLqYlq1aqF4OBg+Pv74+7du6hduzamT5+ON2/eiB2NqMC4desWJk6ciAoVKmDo0KEoUqQIDh8+jMTERKxatYqzkfRZLJSkVULvJal8dvKDbKWA0NgktYxNeSeRSCCTyXD79m0sWrQIP/30E6ytrbF7924olarbT0ukTdLT07Fnzx40a9YMtra28PHxwejRo3H//n2cPn0avXr14mwk5QoLJWmNtxkKJKSkq/UaCcnpSMtQqPUalDeFCxfG3Llzce/ePbRp0wbDhw9H06ZNcfnyZbGjEWmMD7ORZmZmGDZsGIyNjXHkyBEkJiZi5cqVqFatmtgRqYBhoSStEZ+cBnXfjiEAeJycpuarkCpUrFgRBw4cwLlz55CRkQF7e3sMHz4cv//+u9jRiESRnp6O3bt3w8HBAba2tjh06BDGjBmDBw8eIDg4GD179uRsJH0zFkrSGpkqPCZIE65DqtGiRQtERUVh+/btOHr0KKytrbFu3TpkZmaKHY0oX0RHR2PChAmoUKEChg8fjmLFiuXMRq5YsQJVq1YVOyJpARZK0hoG+vnzzzm/rkOqo6enB3d3d8TGxmLYsGGYNWsWbG1tceLECbGjEanFh9nIpk2bok6dOjhy5AjGjRuHBw8e4NSpU+jZsycKFSokdkzSIvzJSFqjcmljqOf+7v8n+d91qGAqVaoUNm/ejGvXrsHMzAxOTk7o2rUr4uLixI5GpBI3b97E+PHjUaFCBYwYMQLFixeHr68vEhISsHz5cs5GktqwUJLWMDbUh4Wan2RjUdoIxob6ar0GqZ+trS3OnDmDI0eO4NatW7CxscGsWbOQmspzRqngSUtLw65du9CkSRPUrVsXvr6+GD9+PB48eICTJ0+iR48enI0ktWOhJK3iWN1UredQOlqbqmVsyn8SiQQ9e/bEnTt3MG/ePGzevBnVq1fHvn37eMwQFQg3btzAuHHjUKFCBYwcORIlS5aEn58fEhISsGzZMlSpUkXsiKRDWChJqwy0t1DrOZSDmlioZWwST5EiRbBgwQLcvXsXLVq0wJAhQ9C8eXNcuXJF7GhE/5KWloadO3fC3t4e9erVg7+/PyZOnIiHDx/ixIkT6N69O2cjSRQslKRVrMoWQwtLE5XPUupJJWhhaQJL02IqHZc0h4WFBXx8fBAaGoq3b9+icePGGDVqFJKSeJg9ie/69esYO3Ysypcvj1GjRqF06dLw9/dHfHw8li5disqVK4sdkXScRBAEdR/dR5SvElPS0W5DGDJUeLyPob4UIZNbwVzNezRJMygUCnh6emLevHnIzs7GokWLMH78eM78UL56+/YtfHx84OHhgcjISJQvXx4jR47EqFGjUKlSJbHjEX2EM5SkdcxLGWGxs41Kx1zibMMyqUP09fUxduxYxMXFYdCgQZg2bRrq1KmD4OBgsaORDrh27RrGjBmDChUqwNXVFWXKlIFcLkdCQgKWLl3KMkkaiYWStFI/OwtM62CtkrGmd6iOvnbcO6mLSpcujR9//BFXr16FqakpOnbsCBcXFzx48EDsaKRl3r59i59//hmNGzdGgwYNEBgYiEmTJuHRo0c4duwYXFxcoK/PEyZIc3HJm7Sad2QCFgbGQKEUvupmHT2pBPpSCZY427BMEgBAEAQcPnwY06ZNw4sXLzBt2jTMnj0bRYsWFTsaFWDXrl2Dh4cHvLy8kJaWhs6dO8Pd3R1OTk4skFSgsFCS1ktMSccc/2iE338JPanks8VSKgGUAtDC0gQruttymZv+JT09HatXr8aaNWtQqlQprF27Fv3794dEou5j9UlbpKamwtvbG56enrhy5QrMzMwwcuRIjBw5EhYW/AWWCiYWStIZcS9S4RWRgNDYJCQkp+Pv//AlAJSpSahikI6fZw3h3dz0RY8fP8a0adPg6+uLZs2aYcuWLahfv77YsUiDXb16FZ6envDy8kJ6enrObGTnzp05G0kFHgsl6aS0DAUeJ6chU6GEgb4UlUsbY86MqTmPKJNKub2Ycufs2bOYOHEibt++DVdXVyxbtgxlypQROxZpiNTUVBw8eBCenp6IioqCmZkZRo0ahREjRnA2krQKCyXR/4SGhqJNmza4fPky7OzsxI5DBYhCocC2bduwYMECAMDixYsxZswYHjOkw6KiouDp6YkDBw4gPT0dTk5OcHNz42wkaS1OwxD9T4sWLVCqVCnI5XKxo1ABo6+vjwkTJiA2NhZ9+/bFpEmTUL9+fZw5c0bsaJSPUlNT4eHhgYYNG6JRo0Y4fvw4pk2bhsePH+Po0aPo1q0byyRpLRZKov/R19dHt27dWCjpm5UpUwbbt29HVFQUSpYsiXbt2qFnz5549OiR2NFITQRBwJUrV+Dm5oby5ctj7NixMDMzw9GjR/H48WMsXLgQ5ubmYsckUjsWSqK/kclkuH37NmJjY8WOQgVY/fr1ce7cORw4cAARERGoWbMmFixYgLS0NLGjkYq8efMG27dvR8OGDWFnZ4eTJ09ixowZiI+PR2BgILp27Qo9PT2xYxLlGxZKor/p0KEDihQpgoCAALGjUAEnkUjQv39/3L17F9OmTcPq1atRo0YN+Pj4gFvXCyZBEBAZGQlXV1dUqFAB48aNg7m5OYKCgvDo0SMsWLAAFStWFDsmkSh4Uw7RP8hkMiQlJeHChQtiRyEt8vDhQ0ydOhVyuRwtW7bE5s2bUbduXbFjUS68efMGBw4cgIeHB65fvw5zc3O4urpi+PDhLJBE/8MZSqJ/kMlkuHTpEp4/fy52FNIiVatWhb+/P4KDg/HHH3+gQYMGGDt2LJKTk8WORv9BEARcvnwZo0aNQvny5TF+/HhUqlQJx44dw6NHjzB//nyWSaK/YaEk+oeuXbtCIpHg6NGjYkchLdS+fXvcuHEDP/zwA7y8vGBlZYUff/wRCoVC7GgE4PXr19i2bRsaNGgAe3t7nD59GrNmzUJ8fDzkcjmcnJy4N5LoP3DJm+g/ODo6okiRIjh+/LjYUUiLJSUlYe7cufjll19Qu3ZtbN68Ga1btxY7ls75MBvp6ekJb29vZGRkoFu3bnBzc0OHDh1YIIlygTOURP9BJpPhzJkzePPmjdhRSIuZmppix44diIyMRNGiReHo6Ig+ffogPj5e7Gg64fXr1/jpp59Qv359NGnSBCEhIZg9ezbi4+Ph7++Pzp07s0wS5RILJdF/cHFxQWZmJk6ePCl2FNIBDRs2xG+//YZ9+/bh/PnzqFGjBhYvXoz09HSxo2kdQRBw6dIljBgxAhUqVMDEiRNRpUoVnDhxAg8fPsS8efNgZmYmdkyiAodL3kSfUL9+fdSsWRMHDhwQOwrpkNTUVKxYsQLr169HuXLl8MMPP6Bnz56QSCRiRyvQ/vzzT3h5ecHT0xM3b95EpUqVcu7UrlChgtjxiAo8zlASfYJMJsOxY8eQmZkpdhTSIcWKFcPKlStx69Yt1KlTB71790abNm0QHR0tdrQCRxAEXLx4Mac0fv/997C0tMTJkyfx4MEDzJ07l2WSSEVYKIk+QSaT4c2bNwgNDRU7CukgKysrHD16FCdOnMDz589Rr149TJgwASkpKWJH03h//vkntm7dirp168LBwQG//vor5s2bh8TERPj6+qJjx47cG0mkYlzyJvoEQRBQtWpVdOrUCdu2bRM7DumwzMxMbNmyBYsXL4aBgQGWLVsGV1dXlqK/+bA30sPDA4cOHUJWVhacnZ3h7u6Odu3aQSrl/AmROrFQEn3G5MmT4ePjgydPnvAHEonu999/x5w5c7Br1y7UrVsXmzdvRsuWLcWOJapXr15h//798PT0xK1bt1ClShW4urpi2LBhKF++vNjxiHQGf0ISfUb37t3x/PlzREZGih2FCOXKlcPOnTsRERGBwoULo1WrVujfvz8SExPFjpavBEHAhQsXMGzYMFSoUAFTpkxB9erVcerUKdy/fx+zZ89mmSTKZyyURJ/h4OAAExMTyOVysaMQ5WjcuDEuXLiA3bt3IzQ0FDVq1MCyZcvw/v17saOp1atXr7B582bY2tqiWbNmCA8Px8KFC5GYmIgjR46gQ4cOXEkgEgmXvIm+YMSIEbh48SLu3LkjdhSif3nz5g2WLVuGjRs3wszMDOvXr4dMJtOaY4Y+zEZ6enri0KFDUCgUkMlkcHNzQ9u2bVkgiTQECyXRFwQGBsLFxQV37txBjRo1xI5D9J9iY2MxadIknDhxAm3btsWmTZtgY2OT53HTMhR4nJyGTIUSBvpSVC5tDGNDfRUk/rxXr15h37598PT0RExMDKpWrQo3NzcMGzYMZcuWVfv1iejrsFASfcG7d+9gYmKCBQsWYObMmWLHIfqsY8eOYdKkSXj06BHGjx+PRYsWoUSJEl81RtyLVHhFJCD0XhISUtLx9x8SEgAWpYzgWN0UA+0tYFW2mMqyC4KA3377DZ6enjh8+DAUCgW6d+8ONzc3tGnThrORRBqMhZIoF3r06IFnz57h0qVLYkch+qKMjAxs2rQJS5cuReHChbFixQqMGDHii8cMJaakY45/NMLvv4SeVIJs5ad/PHx4vYWlCVZ0t4V5KaNvzpuSkoK9e/fC09MTd+7cQbVq1XLu1OZsJFHBwEJJlAt79+7F0KFD8fTpUz5ZgwqMZ8+eYfbs2di7dy/q16+PLVu2oFmzZv/5Xu/IBCwMjIFCKXy2SP6TnlQCfakEi51t0M/OItcfJwgCzp8/nzMbqVQqc2YjHR0dORtJVMDwK5YoF7p27Qo9PT0EBgaKHYUo1ypUqIA9e/bg4sWL0NPTQ/PmzTFo0CA8ffr0o/dtDY3DLL9oZCiUX1UmASBbKSBDocQsv2hsDY374vuTk5OxceNG2NjYoGXLlrh06RKWLFmCJ0+ewMfHhzfaEBVQnKEkyqW2bduiUKFCOHnypNhRiL6aUqnE7t27MXv2bKSlpWHu3LmYPHky5NFJmOWnuueEr+5hi77/mKkUBAHh4eHw9PTEkSNHoFQq0aNHD7i5uaF169YskERagIWSKJe2bNmCqVOn4o8//kDx4sXFjkP0TV6/fo0lS5Zg8+bNsKhZH9KuC5AlqO6IIUN9KUImt4J5KSMkJyfn7I28e/cuLC0tc+7ULlOmjMquSUTiY6EkyqWEhARUqlQJBw8eRL9+/cSOQ5Qnd+7cQc+toUgzNoNET3XHAOlJJahRUooS1/bhyJEjEAQBPXv2zJmN1JbzMYnoYyyURF+hYcOGsLKygre3t9hRiPIk7kUq2m88p7bxCwWvhHt/GYYOHcrZSCIdoP7TaYm0iEwmw9q1a5GRkQFDQ0Ox4xB9M6+IhC8eDfStpBJgwMLtmOZcW+VjE5Fm4k5ooq8gk8mQmpqKs2fPih2FKE9C7yWppUwCgFIAfo39Qy1jE5FmYqEk+gq1a9dGtWrVIJfLxY5C9M3eZiiQkJKu1mskJKcjLUOh1msQkeZgoST6ChKJBDKZDAEBAVAqlWLHIfom8clpUPfmeQHA4+Q0NV+FiDQFCyXRV5LJZHjx4gUiIiLEjkL0TTIV+fPLUH5dh4jEx0JJ9JWaNm2KMmXKcNmbCiwD/fz51p9f1yEi8fGrnegr6enpwdnZGf7+/uCpW1QQVS5tDHWfBin533WISDewUBJ9A5lMhri4ONy9e1fsKERfzdhQHxaljNR6DYvSRjA25Ml0RLqChZLoG7Rt2xbGxsZc9qYCq5W1CSRqujVHTyqBo7WpWsYmIs3EQkn0DYoUKYJOnTrB399f7ChEX0WhUGDfvn04sHgMBDUtfGcrBQxqYqGWsYlIM7FQEn2j7t27IzIyEk+ePBE7CtEXZWdnw8vLCzY2NhgyZAhqW5igXllD6ElVWyr1pBK0sDSBpWkxlY5LRJqNhZLoGzk5OUFfXx+BgYFiRyH6pOzsbHh7e6N27doYNGgQrK2tceXKFcjlcmwZ4gB9FRdKfakEK7rbqnRMItJ8LJRE36hkyZJo3bo191GSRlIqlTh06BDq1KmD/v37o2rVqrh8+TKOHj2Khg0bAgDMSxlhsbONSq+7xNkG5mq+4YeINA8LJVEeyGQyhIaG4s8//xQ7ChGAv4qkr68v6tati759+8Lc3ByXLl3CsWPHYGdn96/397OzwLQO1iq59vQO1dHXjnsniXQRCyVRHjg7O0OhUOD48eNiRyEdJwgC/P39Ub9+ffTq1Qvly5fHhQsXcPLkSdjb23/2Y8c7WmFVD1sY6ku/ek+lnlQCQ30pVvewxThHy7x8CkRUgLFQEuWBubk5GjVqxGVvEo0gCAgMDETDhg3Ro0cPmJiYIDw8HMHBwWjatGmux+lnZ4GQya3gULU0AHyxWH543aFqaYRMbsWZSSIdx1NnifJIJpNh1apVeP/+PQoXLix2HNIRgiDg2LFjWLRoEaKiotC6dWuEhYWhZcuW3zymeSkj7Btpj7gXqfCKSEBobBISktM/Oq1Sgr8OLXe0NsWgJha8m5uIAAASgc+OI8qT27dvw8bGBkFBQejSpYvYcUjLCYKAkydPYuHChYiMjESLFi2wePFiODo6quV6aRkKPE5OQ6ZCCQN9KSqXNuYTcIjoX7jkTZRHNWvWhJWVFZe9Sa0EQcCpU6fQtGlTODk5wcDAACEhIQgLC1NbmQT+ekyjTYXiqG9REjYVirNMEtF/YqEkyiOJRAKZTIbAwEBkZ2eLHYe0jCAICAkJQfPmzdGpUydIJBKcOnUK4eHhaNu2LSQS9Tzthojoa7BQEqmATCZDUlISLl26JHYU0hKCIODs2bNo2bIl2rdvD4VCgRMnTuDChQvo0KEDiyQRaRQWSiIVsLe3R9myZbnsTSoRFhaG1q1bo23btnj37h2CgoJw6dKlnBlKIiJNw0JJpAJ6enpwdnaGv78/eJ8bfavw8HC0adMGrVu3RmpqKgIDAxEZGYkuXbqwSBKRRmOhJFIRmUyGBw8e4Pbt22JHoQLmt99+Q7t27dCyZUukpKTA398fUVFR6NatG4skERUILJREKtK2bVsULVqUy96Ua5cuXULHjh3RvHlzJCUlwdfXF1evXoVMJmORJKIChYWSSEUMDQ3h5OQEf39/saOQhrt8+TI6d+6Mpk2b4unTpzh06BCuX7+OHj16QCrlt2UiKnj4nYtIhWQyGaKiopCYmCh2FNJAUVFR6Nq1K+zt7REfHw9vb2/cvHkTvXv3ZpEkogKN38GIVMjJyQmFChVCQECA2FFIg1y7dg3Ozs5o1KgR7t+/Dy8vL0RHR6Nv374skkSkFfidjEiFihcvDkdHR+6jJADAjRs30L17dzRo0AB37tzBvn37EBMTgwEDBkBPT0/seEREKsNCSaRiMpkMv/76K169eiV2FBJJdHQ0evbsiXr16iE6Ohq7d+/GnTt3MGjQIBZJItJKLJREKubs7Izs7GwcO3ZM7CiUz2JiYtCnTx/UqVMH165dw86dO3Hnzh0MHToU+vp8BjYRaS8WSiIVMzMzg729PZe9dcidO3fQv39/2Nra4vLly9ixYwfu3buH4cOHo1ChQmLHIyJSOxZKIjWQyWQ4ceIE3r17J3YUUqN79+5h4MCBsLGxwW+//Ybt27cjNjYWo0aNYpEkIp3CQkmkBjKZDOnp6QgJCRE7CqlBXFwchgwZglq1auHcuXP48ccfERcXBzc3NxgYGIgdj4go37FQEqlBjRo1UL16dS57a5kHDx5g2LBhqFmzJs6cOYPNmzfj/v37GDNmDAwNDcWOR0QkGhZKIjWRyWQIDAxEdna22FEojx49eoSRI0eievXqOHXqFNavX48HDx5g3LhxLJJERGChJFIbmUyGly9f4sKFC2JHoW/0+PFjuLq6wtraGseOHcO6devw8OFDTJw4EYULFxY7HhGRxmChJFKTxo0bo1y5clz2LoASEhIwevRoWFtbIyAgAKtWrcLDhw8xadIkFClSROx4REQah4WSSE2kUilcXFwgl8shCILYcSgXnjx5grFjx8LS0hK+vr5YtmwZHj16hKlTp8LIyEjseEREGouFkkiNunfvjocPH+LWrVtiR6HPePbsGSZMmIBq1arBx8cHS5YswaNHjzBjxgwYGxuLHY+ISOOxUBKpkaOjI7777jv4+/uLHYX+w/Pnz/H999+jatWq8PLywoIFC/Do0SPMmjULRYsWFTseEVGBIRG4FkekVv3798e9e/dw9epVsaPQ/7x48QKrV6/Gtm3bULhwYUyZMgUTJ05E8eLFxY5GRFQgcYaSSM1kMhmuXbuG+Ph4saPovKSkJEybNg1VqlTBL7/8gpkzZ+LRo0eYP38+yyQRUR6wUBKpWefOnVGoUCEEBASIHUVnvXz5EjNnzkSVKlXg6emJadOm4fHjx1i0aBFKlCghdjwiogKPS95E+aBz587IyMjA2bNnxY6iU5KTk7Fu3Tps2bIFEokEEydOxNSpU1GqVCmxoxERaRV9sQMQ6QKZTIZx48YhOTkZpUuXFjuO1ktJScEPP/yAzZs3QxAETJgwAVOnToWJiYnY0YiItBKXvInygYuLC5RKJY4dOyZ2FK326tUrLFiwAJUrV8bGjRsxZswYPHr0CCtXrmSZJCJSIy55E+UTBwcHlCtXDn5+fmJH0Tp//vknNm7ciI0bNyIzMxNjx47FjBkzYGpqKnY0IiKdwBlKonwik8lw8uRJpKenix1Fa7x58wZLly5FlSpVsHr1agwfPhwPHz7EunXrWCaJiPIRCyVRPpHJZHj37h1Onz4tdpQCLzU1FcuXL0flypWxfPlyDBkyBA8fPsSGDRtQrlw5seMREekcLnkT5aNatWrB3t4eu3btEjtKgfT27Vts3boV69atQ2pqKlxdXTF79myYmZmJHY2ISKfxLm+ifCSTyeDp6QmFQgF9fX755VZaWhp+/PFHrF27Fq9fv8aoUaMwe/ZsmJubix2NiIjAJW+ifCWTyZCcnIzffvtN7CgFQnp6On744QdUrVoVc+fORY8ePRAXF4effvqJZZKISIOwUBLlo0aNGsHMzAxyuVzsKBrt3bt32LhxI6pWrYqZM2fC2dkZcXFx8PDwQKVKlcSOR0RE/8BCSZSPpFIpXFxcIJfLwe3L//b+/Xts3rwZ1apVw7Rp0+Dk5ITY2Fjs2LEDlStXFjseERF9AgslUT6TyWR4/Pgxbt68KXYUjZGRkYEff/wR1apVw+TJk9GhQwfcvXsXO3fuRNWqVcWOR0REX8BCSZTPWrVqheLFi8Pf31/sKKLLyMjAtm3bYGlpiYkTJ6JNmza4c+cOdu/eDUtLS7HjERFRLrFQEuUzAwMDdOnSRaf3UWZmZsLT0xNWVlYYN24cWrZsiZiYGOzbtw/W1tZixyMioq/EQkkkAplMhhs3buDRo0diR8lXWVlZ+Pnnn2FtbY3Ro0fDwcEBt27dgpeXF2rUqCF2PCIi+kYslEQi6NSpEwwMDBAQECB2lHyhUCiwa9cuVK9eHa6urrCzs8PNmzfh7e2NWrVqiR2PiIjyiIWSSATFihVDu3bttH7ZW6FQYM+ePahRowZGjBiB+vXr48aNGzh8+DBq164tdjwiIlIRFkoikXTv3h3h4eF4+fKl2FFULjs7G/v370etWrUwbNgw1K5dG9euXYOvry/q1KkjdjwiIlIxFkoikXTr1g2CICAoKEjsKCqTnZ2NAwcOwMbGBoMHD0aNGjUQFRUFuVyOevXqiR2PiIjUhIWSSCRly5aFg4ODVix7K5VK+Pj4wNbWFgMHDkS1atVw+fJlBAYGokGDBmLHIyIiNWOhJBKRTCbDqVOnkJaWJnaUb6JUKnH48GHUqVMH/fr1Q6VKlXDp0iUcO3YMdnZ2YscjIqJ8wkJJJCIXFxe8f/8ewcHBYkf5KkqlEn5+fqhXrx769OmDChUq4MKFCzhx4gTs7e3FjkdERPmMhZJIRFZWVrCxsSkwy96CIEAul6NBgwbo2bMnTE1Ncf78eQQHB6Np06ZixyMiIpGwUBKJTCaT4ejRo1AoFGJH+SRBEHD06FE0atQI3bt3R8mSJREWFoaQkBA0a9ZM7HhERCQyFkoikXXv3h2vXr1CeHi42FH+RRAEHDt2DI0bN4azszOKFi2K0NBQhIaGomXLlmLHIyIiDcFCSSSyBg0aoGLFihq17C0IAk6ePIkmTZqga9euMDQ0REhICH799Ve0bt1a7HhERKRhWCiJRCaRSCCTySCXyyEIgqhZBEFAcHAwHBwc0LlzZ+jp6SE4OBjh4eFo27YtJBKJqPmIiEgzsVASaQCZTIaEhARcv35dlOsLgoCQkBA0b94cHTt2hFKpxIkTJ/Dbb7+hffv2LJJERPRZLJREGqBly5YoUaIE/P398/3aoaGhaNWqFdq3b4/MzEwcO3YMly5dQqdOnVgkiYgoV1goiTRAoUKF0LVr15x9lGkZCsQ8e41rCa8Q8+w10jJUfwd4WFgYWrdujTZt2uDt27cIDAzE5cuX4eTkxCJJRERfRV/sAET0lyYdu+PY70ZwWBGM56lZ+PtuSgkAi1JGcKxuioH2FrAqW+ybr3P+/HksXLgQZ8+eRd26dSGXy+Hs7MwSSURE30wiiH0XAJGOS0xJxxz/aITffwlBmQ2JVO+T79WTSpCtFNDC0gQrutvCvJRRrq9z4cIFLFy4ECEhIbC1tcWiRYsgk8kglXKhgoiI8oY/SYhE5B2ZgHYbwnDhYTIAfLZMAkC28q/f/y48TEa7DWHwjkz44jUiIiLQqVMnNGvWDM+fP8fhw4dx/fp19OjRg2WSiIhUgj9NiESyNTQOs/yikaFQ5hTF3MpWCshQKDHLLxpbQ+P+8z2RkZFwcnJCkyZNkJCQAG9vb9y8eRO9evVikSQiIpXiTxUiEXhHJmBdcKxKxloXHAufv81URkVFoVu3bmjcuDEePnyIAwcOIDo6Gn379mWRJCIiteBNOUT5LDElHQsDY1Q65oLAGBR//wLb1i1DYGAgrKyssG/fPvTv3x96ep9fRiciIsorFkqifDbHPxqKr1zi/pKMLAWG/ngSxWJisGfPHgwYMAD6+vzyJiKi/MG7vInyUdyLVLTfeE5t45+c0Aw1KpRQ2/hERET/hRuqiPKRV0QC9KTqOe9RTyqB95WnahmbiIjoc1goifJR6L2kr76jO7eylQJCY5PUMjYREdHnsFAS5ZO3GQokpKSr9RoJyelqeUwjERHR57BQEuWT+OQ0qHvDsgDgcXKamq9CRET0MRZKonySqVBq1XWIiIg+YKEkyicG+vnz5ZZf1yEiIvqAP3mI8knl0sZQz/3d/0/yv+sQERHlJxZKonxibKgPi1JGar2GRWkjGBvyQHMiIspfLJRE+cixuqlaz6F0tDZVy9hERESfw0JJlI8G2luo9RzKQU0s1DI2ERHR57BQEuUjq7LF0MLSROWzlHpSCVpYmsDStJhKxyUiIsoNFkqifLaiuy30VVwo9aUSrOhuq9IxiYiIcouFkiifmZcywmJnG5WOucTZBuZqvuGHiIjoU1goiUTQz84C0zpYq2Ss6R2qo68d904SEZF4JIIgqPtpcET0Cd6RCVgYGAOFUviqm3X0pBLoSyVY4mzDMklERKJjoSQSWWJKOub4RyP8/kvoSSWfLZYfXm9haYIV3W25zE1ERBqBhZJIQ8S9SIVXRAJCY5OQkJyOv39hSvDXoeWO1qYY1MSCd3MTEZFGYaEk0kBpGQo8Tk5DpkIJA30pKpc25hNwiIhIY7FQEhEREVGe8C5vIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsoTFkoiIiIiyhMWSiIiIiLKExZKIiIiIsqT/wOTfIjGMiETCgAAAABJRU5ErkJggg==", ->>>>>>> dev "text/plain": [ "
" ] @@ -126,11 +121,7 @@ "outputs": [ { "data": { -<<<<<<< HEAD - "image/png": 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", -======= "image/png": 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FUkD79u3DoEGDMGHCBPz+++88BUfFvH37Fra2tnj79i1CQ0NhaGgodCQiIiJBsFAKJCAgAJ07d0b//v3h4+MDsZj7o1TRs2fPYGVlhUqVKiEwMBB6enpCRyIiIip2LJQCiIiIQOvWrWFtbY1jx45BR0dH6EhUBLdu3YKNjQ1atGgBf39//v9JREQah4WymD158gQtW7ZEjRo1EBAQgDJlyggdieQgICAAnTp1wuDBg7F9+3a+vkBERBqFz1mLUXx8PDp16gQ9PT34+/uzTKoRe3t7bN++Hd7e3pg5c6bQcYiIiIoVxwYVk+TkZHTt2hXv379HSEgI9PX1hY5EcjZkyBA8e/YMU6dORY0aNTBq1CihIxERERULFspikJmZiX79+uHRo0e4cOECatWqJXQkUpBff/0VsbGxGDt2LKpVq4bu3bsLHYmIiEjh+A6lgkmlUjg5OeHAgQM4deoU2rRpI3QkUrDs7GwMGDAAp06dQkBAAFq0aCF0JCIiIoVioVQgmUyGSZMmwcvLC3v37kX//v2FjkTFJC0tDe3atUNkZCRCQkJgYmIidCQiIiKFYaFUoGXLlmHq1KlYv349xowZI3QcKmavX79Gq1atIJVKERISgsqVKwsdiYiISCG4y1tBduzYgalTp2LmzJkskxqqUqVKOHHiBN69e4fu3bsjNTVV6EhEREQKwRVKBfD390evXr3w888/Y+PGjZxJqOGuXLmCNm3aoG3btjh48CC0tbkXjoiI1AsLpZyFhYWhbdu26NixI/bv38/yQACAEydOoEePHhg5ciTWr1/PP2QQEZFa4SNvObp37x66deuGZs2aYffu3SyTlKtLly7YuHEj/vzzTyxZskToOERERHLFxiMnz549Q6dOnWBoaIijR4/iu+++EzoSKZnhw4cjNjYWnp6eqF69OpydnYWOREREJBd85C0HSUlJsLW1RXJyMkJCQlCtWjWhI5GSkslkGDFiBLy9vXHixAm0b99e6EhERERFxkJZRGlpaejYsSPu3r2Lixcvol69ekJHIiWXlZWFnj174uLFiwgKCkLjxo2FjkRERFQkLJRFIJFI0L9/f5w+fRrnzp2DlZWV0JFIRbx//x6tW7dGXFwcQkNDYWRkJHQkIiKib8ZNOd9IJpNh7NixOH78OPbv388ySYVSpkwZ+Pv7Q0dHB126dEFSUpLQkYiIiL4ZC+U3mj17NjZv3oytW7eia9euQschFVS1alWcPHkScXFx6N27NzIyMoSORERE9E1YKL/B+vXrMX/+fCxduhQuLi5CxyEVZmZmhqNHj+LSpUtwcXGBVCoVOhIREVGhsVAW0v79++Hq6oqJEyfi119/FToOqYFWrVrB19cX+/btw2+//SZ0HCIiokLT+E05KRkSRCWkIFMihY62GMYVdaFb8vPjOQMCAtC5c2f0798fPj4+EIvZx0l+1qxZAzc3N6xatQru7u5CxyEiIiowjSyUj14lwzc8BgEP4hGTmIoP/waIABhVKA17M304WhqhbpXvAQDXr19H69atYWlpiePHj0NHR0eQ7KTefv31V/z+++/Yt28f+vXrJ3QcIiKiAtGoQhmbmArPQ7cQFPkaWmIRsqVf/tFzPm9rUgmjm5VF/y72qF69Os6dO4fvv/++GFOTJpFKpXB0dMShQ4dw5swZ2NjYCB2JiIgoXxpTKP0ux2D20TuQSGVfLZIf0xIB2ZJMaEUcRKjv79DX11dgSiIgIyMDnTt3xo0bN3Dx4kXUr19f6EhERERfpRGFcm3AI6w4/fCbv18mk0EkEmFKR1O42teVYzKiz3vz5g1sbGzw/v17hIaGwsDAQOhIREREX6T2u0r8LscUqUwCgEgkAgCsOP0Qey7HyCMW0VeVK1cOJ06cQFZWFrp164bk5GShIxEREX2RWhfK2MRUzD56R67XnHX0DmITU+V6TaLPqVGjBk6cOIHHjx9jwIAByMrKEjoSERHRZ6l1ofQ8dAuSQrwvWRASqQyeh27J9ZpEX9KoUSMcOnQI586dwy+//AINeEOFiIhUkNoWykevkhEU+bpQG3AKIlsqQ1Dka0TG8xEkFY+2bdti27Zt2L59O+bMmSN0HCIiok+obaH0DY+BllikkGtriUXYGcZ3Kan4ODo6YvHixZg3bx42b94sdBwiIqI81LZQBjyIl/vqZI5sqQwBD+MVcm2iL5k6dSrGjh2LMWPGwN/fX+g4REREudSyUL7PkCBGwRtnYhJSkZIhUeg9iD4kEomwevVqdO/eHQMHDsTly5eFjkRERARATQtldEIKFL11QQYgKiFFwXchyktLSwu7du1Co0aN0K1bNzx+/FjoSEREROo52DwiJgl9NoQo/D72kqswr1IaVapUQdWqVXM/KlasCLFYLbs6KYnXr1+jZcuWAICQkBBUqlRJ4ERERKTJ1LJQ3nnxFt3WBCv8PiXOrkD8g2t49+5dnr+upaUFfX39PCXz49KZ87/Lli2bOzidqDAeP36Mli1bonbt2jh79ixKly4tdCQiItJQalkoUzIkaDjnlEIfe4sA3J7TCboltZGamopXr17h1atXiIuLy/34+H/HxcUhPT09z3VKliyZb+nM+WBhoI9dvnwZbdq0QYcOHXDgwAFoaWkJHYmIiDSQWhZKAGi9PADRCtyYU7NiaVyYYl+o75HJZEhOTs63dOaUU4kk76afMmXK5CmYXyqhVapUgY6Ojjx/XFJi/v7+6NmzJ0aPHo21a9dyxZuIiIqdttABFMXeTB8+4dEKGR0kFgH2pvqF/j6RSAQ9PT3o6enB1NT0q18rlUqRmJj41dL54MEDxMXF4fXr15+coFKhQoUCrXxWqlSJq1oqrlu3bvjzzz/xyy+/wMjICFOnTv3q16dkSBCVkIJMiRQ62mIYV9SFbkm1/VcBEREVA7VdoXz0KhkdVgUq7Po173hj7qQxaN26teArQhKJBP/+++9nS+fH//vNmzd5vlcsFkNfXz/fx+1VqlRB+fLlBf9Z6ctmzZqF+fPnY+fOnXB0dMzzuUevkuEbHoOAB/GISUzN8zqICIBRhdKwN9OHo6UR6lb5vlhzExGR6lPbQgkAzn+FI+RJglxXKbXEItTWzcK/e2fjxo0bsLa2hqenJ7p166YSZSs9PT1P0fzSe58vX75EWlpanu/V0dHJUzS/VkLLlCkj0E+ouWQyGX7++Wf4+vrixIkTaNeuHWITU+F56BaCIl9DSyz66j8LOZ+3NamERX0sUKMC39klIqKCUetCGZuYivYrLyBDIpXbNUtqi3FmYmtUL/8dTpw4gYULFyIkJASNGjWCp6cn+vfvrxaPkGUyGd6/f//V0vnh/87Kysrz/bq6ugXaaFSlShWULFlSoJ9S/WRlZaF79+4ICwvDzO0nsPnaW0ikskL9oUpLLIK2WIS5Pc3h0NxIgWmJiEhdqHWhBAC/yzHwOHhLbtdb2tcCgz74TVYmkyEoKAiLFi3CqVOnYGJiAg8PDzg7O2vMxhiZTIakpKQCbTaKj4//5H3PcuXKFWjEUuXKlaGtzXf98pOcnIzmQ2ci3bRDka81paMpXO3ryiEVERGpM7UvlACwNuARVpx+WOTr/NrRDOPsTb74+StXrmDx4sU4ePAgqlevjilTpmDEiBHQ1dUt8r3VhUQiwevXr/N95B4XF4ekpKQ83ysSiVC5cuUCrXxWqFBBJV5BUARF/yGKiIjoYxpRKIH/fpOdffTONz/+m9fTvMC/qd69exdLlizBrl27UL58eUycOBFjx45FuXLlvjG9ZsrIyCjwfM+UlLzHYGpra+dbOnP+2vfff6825VORr3nwnUoiIvoSjSmUAIp9g8LTp0+xfPlybN26FSVLlsS4ceMwYcIE6OsXfuQQfd379++/utnow7+WmZmZ53u/++67Am00qlKlCr777juBfsKCUdRGtJa1K8JnuKXcrklEROpFowpljtwRKg/jEZPwmREqFUvD3lQfTlZGMNEv+giVly9fYuXKldiwYQMkEglGjhyJKVOmwMiIjxGLm0wmw5s3b/ItnXFxcYiPj4dUmnelr2zZsgVa+axcuTJKlChRrD+bokdlnZloJ5d/HoiISP1oZKH8UM6Q58GOzrAwr49Nvy9U2JDnxMRErF27Fl5eXnj37h1cXFwwderUfIeckzCys7ORkJBQoPmeCQkJn3x/pUqV8n3cXrVqVVSsWBFisbjIeeccvaOwYf5aYhGcLWtiTk9zuV+biIhUn8YXyhzdunVDiRIlcPjwYYXf6/3799i4cSN+//13xMXFYcCAAZg2bRqaNGmi8HuTYmRmZiI+Pr5Am42Sk5PzfK+WllbukZn5rXzq6el98X1PZTxulIiINAML5f+MGDECN2/exKVLl4rtnunp6dixYweWLl2Kp0+fomvXrpg+fTpatmxZbBmo+KWkpHx2s9HnimhGRkae7y1ZsuRnS2d5fQOselYd/720oRgiALfndOIxjURE9AkWyv+ZNWsWtm3bhtjY2GK/t0QiwZ49e7Bo0SLcvXsXrVu3hqenJzp06KA2u4+p8GQyGd69e1egR+6JstKo8tMqhWfyH28Dc8OyCr8PERGpFi41/I+BgQHi4uIglUrl8j5bYWhra8PR0RGDBw/G0aNHsWjRInTq1AnNmjWDp6cnevfuXeyZSHgikQhly5ZF2bJlYWZm9tWvvRadiL5/hio8U6YcxxEREZH6YEv5H0NDw9yh20IRi8Xo3bs3wsPD8c8//0BPTw/9+vVDw4YN4ePj88nxhkQ5SpYonuM+dbT5rwwiIvoUf3f4HwMDAwD/jfgRmkgkQvv27XHu3DmEhISgTp06cHFxgampKTZs2ID09HShI5KSMa6oq8C3J/8j+t99iIiIPsZC+T+GhoYAgBcvXgicJC9ra2scO3YM169fh5WVFVxdXVGrVi0sX778k93CpLl0S2rDSMEn2RhVLM0NOURE9FkslP9TpUoViEQipVih/JzGjRtj9+7duH//Prp3747p06ejZs2amD179mdnIJLmsTfTh5ZYMeuUWmIR7E15whMREX0eC+X/lChRApUrV1a6FcqP1a1bF5s3b8aTJ0/w008/Yfny5ahZsyamTJmi9NlJsRwtjRQy1BwAsqUyOFnxZCciIvo8FsoPGBgYKO0K5ceqV6+OlStXIjo6GhMmTMCWLVtQq1YtjB49Gk+ePBE6HgmgbpXvYWtSSe6rlFpiEWxNKvHYRSIi+iIWyg8YGBio3Cpf5cqVsWDBAkRHR2Pu3Lk4ePAgTE1N4eTkhNu3bwsdj4rZoj4W0JZzodQWi7Coj4Vcr0lEROqFhfIDhoaGKrNC+bGyZcvCw8MDUVFRWLlyJQIDA2FhYYE+ffrg8uXLQsejYlKjQmnMlfN52/N6mqOGgjf8EBGRamOh/IAqrlB+rHTp0hg/fjwiIyOxdetW3L17Fy1atECHDh0QEBAAHoyk/hyaG2FKR1MAKPL/3792NMOg5nx3koiIvo6F8gOGhoaIi4tTi9Klo6ODYcOG4e7du9i7dy9ev36Ntm3bolWrVjh+/Lha/Iz0ZT3rlETq+S0Qy7IL/U6llliEktpiLO1rgXH2JgpKSERE6oSF8gMGBgbIyspSqzE8WlpaGDBgAK5duwZ/f3+IRCL06NEDTZo0gZ+fH7Kzs4WOSHKWnZ0NZ2dnlHp+FcdGt0DL2hUBIN9iKZP+92uhZe2KODOxNVcmiYiowFgoP6Csw83lQSQSoWvXrggODsaFCxdgYGCAwYMHo169etiyZQsyMjKEjkhysnTpUgQFBcHHxwcNaxnAZ7gl/plgB2fLmqhZsfQnJ+qIANSsWBp1pM+Rss8Dm4Y04juTRERUKCIZn33miomJQc2aNXHy5El06tRJ6DgKd/XqVSxatAgHDx5EtWrV8Ouvv2LEiBHQ1eXxeqrq0qVLaNWqFX777TcsXLjws1+TkiFBVEIKMiVS6GiLYVxRF7oltREZGQlTU1Ns3rwZw4cPL+bkRESkylgoP5CZmYmSJUti69atGDZsmNBxis3du3exdOlS+Pr6onz58pgwYQLGjRuHcuXKCR2NCiE5ORk//PADKlasiODgYJQoUaLQ1+jRoweio6Nx48YNiESKPh2ciIjUBR95f0BHRweVKlVS2dFB36pBgwbYsWMHIiMjMXDgQMyfPx9GRkaYNm0aXr16JXQ8KiA3Nze8evUKvr6+31QmAcDd3R23bt3C+fPn5RuOiIjUGgvlR9RhdNC3MjY2xrp16xAVFYUxY8Zg7dq1MDY2hpubG2JiYoSOR1+xd+9ebN++HWvWrIGJybfvzG7Xrh0aNGiA1atXyzEdERGpOxbKj6jycHN5qVq1KpYuXYqYmBhMmzYNvr6+qFOnDn7++Wc8ePBA6Hj0kZiYGPzyyy8YOHAgfvrppyJdSyQSwc3NDUeOHMHTp0/llJCIiNQdC+VHNHmF8mPly5fHrFmzEB0djaVLl+LkyZOoX78+Bg4ciOvXrwsdj/D/I4L09PTw559/yuW9R2dnZ5QrVw5r166VQ0IiItIELJQf4Qrlp8qUKYNJkybhyZMn+PPPP3H16lX88MMP6NatGy5evCh0PI22dOlSBAcHY+fOnShfvrxcrlm6dGmMHDkSf/31F96/fy+XaxIRkXpjofyIgYEBXr58yZNkPqNUqVL45Zdf8ODBA+zcuRPR0dGwsbFB69atcerUKf49K2aXLl3C7NmzMW3aNNjZ2cn12mPHjkVycjK8vb3lel0iIlJPLJQfMTQ0RGZmJhITE4WOorS0tbXh6OiImzdv4vDhw0hLS0Pnzp3x448/4sCBA5BKpUJHVHvJyckYMmQImjZtitmzZ8v9+jVr1kSfPn2wevVq/v9JRET5YqH8iIGBAQDwsXcBiMVi9OrVC+Hh4Thz5gzKli2L/v37w9zcHN7e3sjKyhI6otqSx4ig/Li7u+PBgwf4559/FHJ9IiJSHyyUH8kplNyYU3AikQjt2rXDuXPnEBISgrp16+Knn35C3bp1sX79eqSlpQkdUa3Ia0RQfmxsbNCkSRN4eXkp7B5ERKQeWCg/whXKorG2tsbRo0dx48YNtGzZEuPHj0etWrWwbNkyJCcnCx1P5clzRFB+RCIR3N3dceLECTx8+FCh9yIiItXGQvmRkiVLokKFClyhLKJGjRph165dePDgAXr27IkZM2bAyMgIs2fPRkJCgtDxVFJ2djacnJzkOiIoPw4ODqhcuTLWrFmj8HsREZHqYqH8DI4Okh8TExNs2rQJT548wdChQ7F8+XLUrFkTkydPZmkvpCVLluDixYtyHRGUn1KlSmHUqFHYvn073r59Wyz3JCIi1cNC+Rkcbi5/1atXx8qVKxEdHY2JEyfir7/+Qq1atTBq1Cg8efJE6HhKLzw8XGEjgvIzZswYpKenY9u2bcV6XyIiUh0iGYcHfmLo0KF49OgRh3Yr0Nu3b7Fhwwb88ccfSEhIwODBg+Hh4YGGDRsKHU3pJCcno0mTJqhcuTKCgoIUtqv7axwdHREWFoaHDx9CS0ur2O9PRETKjSuUn8EVSsUrW7YsPDw8EBUVBS8vLwQGBsLCwgK9e/fGpUuXhI6nVMaPH4/4+HiFjgjKj5ubG548eQJ/f39B7k9ERMqNhfIzct6h5OKt4pUuXRqurq6IjIzEtm3bcO/ePVhaWqJDhw4ICAjQ+P8P9uzZgx07dmDt2rWoU6eOYDksLS1haWmJ1atXC5aBiIiUFwvlZxgYGCAjIwNJSUlCR9EYOjo6GDp0KO7evYu9e/fi9evXaNu2LVq2bIljx45pZLGMiYnBqFGjMGjQILi4uAgdB+7u7jh79ixu374tdBQiIlIyLJSfwVmUwtHS0sKAAQNw7do1/P3339DS0kLPnj3RuHFj7N69GxKJROiIxSJnRFDZsmWLbURQfvr16wcDAwOuUhIR0SdYKD/D0NAQAAulkEQiEbp06YLg4GAEBgbC0NAQQ4YMQb169bBlyxZkZGQIHVGhPhwRVK5cOaHjAPhvFXns2LHYuXMnZ4kSEVEeLJSfweMXlYutrS1OnjyJK1euoEmTJvjll19Qp04drFq1CikpKULHk7ucEUGenp6wtbUVOk4eo0aNglQqxZYtW4SOQkRESoSF8jNKlSqF8uXLc4VSyTRr1gz79+/HnTt30L59e0yZMgU1a9bEggUL8ObNG6HjyUVycjKGDBmCH3/8EbNmzRI6zicqV66MIUOGYN26dRrz+gEREeWPhfILODpIedWvXx/bt29HZGQkBg0ahAULFsDIyAjTpk3Dq1evhI5XJMowIig/bm5uiI2NxeHDh4WOQkRESoKF8gt4/KLyMzY2xrp16xAVFYUxY8Zg7dq1MDY2xvjx4xEdHS10vEJTlhFB+WnSpAns7Ozg5eUldBQiIlISLJRfwBVK1VG1alUsXboUMTEx8PT0xK5du2BiYoJhw4bhwYMHQscrkOjoaKUaEZQfd3d3BAcH49q1a0JHISIiJcBC+QVcoVQ95cuXx8yZMxEdHY1ly5bh9OnTqF+/PgYOHIiIiAih431RdnY2nJ2dlWpEUH569uwJIyMjjhAiIiIALJRflLNCqYkDtVVdmTJlMHHiRDx58gR//vknrl69iqZNm6Jr164IDg4WOt4nFi9erHQjgvKjra0NV1dX7N69W+XfWyUioqJjofwCAwMDpKen4+3bt0JHoW9UsmRJ/PLLL3jw4AF8fX0RExMDW1tb2NnZ4eTJk0rxh4WwsDDMmTNHKUcE5WfEiBHQ1tbGxo0bhY5CREQCY6H8Ag43Vx/a2toYMmQIbt68iSNHjiAjIwNdunTBjz/+iAMHDkAqlQqS6927d3B0dFTaEUH5KV++PJydnbFhwwZkZmYKHYeIiATEQvkFHG6ufsRiMXr27ImwsDCcOXMG5cqVQ//+/WFubo4dO3YgKyurWPO4ubkp/Yig/Li5uSEuLg779u0TOgoREQmIhfILeJ63+hKJRGjXrh3Onj2L0NBQmJqaYujQoTAxMcG6deuQlpam8Aw5I4LWrVun1COC8tOgQQN06NABXl5eSvEKARERCYOF8gtKly6NsmXLcoVSzVlZWeHIkSO4ceMGWrVqBTc3N9SqVQvLli3Du3fvFHLPnBFBDg4OcHZ2Vsg9ipObmxsuX76M8PBwoaMQEZFAWCi/gqODNEejRo2wa9cuPHjwAD179sSMGTNQs2ZNzJo1C69fv5bbfXJGBJUrVw4bNmxQiRFB+enatStMTEw46JyISIOxUH4Fh5trHhMTE2zatAlPnjzBsGHD8Pvvv6NmzZqYNGkSnj9/XuTr54wI8vHxUZkRQfkRi8UYP3489u/fL5e/R0REpHpYKL/CwMCAK5Qaqnr16vjjjz8QFRWFSZMmYevWrahduzZGjRqFx48ff9M1VXlEUH6GDh2K7777Dhs2bBA6ChERCYCF8isMDQ25QqnhKleujPnz5yMmJgbz5s3D4cOHYWpqCkdHR9y+fbvA11H1EUH50dPTw7Bhw7Bx40akp6cLHYeIiIoZC+VX5KxQcvcq6enpYerUqYiKioKXlxeCgoJgYWGB3r17F2gzyvjx41V+RFB+xo8fj4SEBOzatUvoKEREVMxYKL/C0NAQqampCtvtS6rnu+++g6urKyIjI7Ft2zbcv38fVlZWaN++Pc6dO/fZP3z4+fnB29tb5UcE5cfExARdu3bF6tWr+YcwIiINw0L5FZxFSV+io6ODoUOH4s6dO9i3bx8SExPRrl07WFtb4+jRo7mn70RHR2P06NFqMyIoP+7u7rhx4wYCAwOFjkJERMWIhfIrePwi5UdLSwv9+/fH1atXceLECZQoUQK9evVC48aNsXPnTjg6OqrViKD8tG/fHvXr1+cIISIiDcNC+RU8fpEKSiQSoXPnzggKCkJgYCCqV68OZ2dnXLx4EQMHDsR3330ndMRiIRKJ4ObmhiNHjiAqKkroOEREVExYKL9CV1cXenp6XKGkQrG1tcWsWbMgFotRv359rFixArVr18bKlSuRkpIidDyFc3Z2hp6eHtatWyd0FCIiKiYslPngcHMqrJwRQS1atMDNmzdx9+5ddOjQAb/++itq1qyJBQsWICkpSeiYCqOrq4uRI0diy5YtGlGgiYiIhTJfHG5OhTV+/Hi8fv0avr6+0NbWRr169bB9+3ZERkbCwcEBCxYsQM2aNeHh4YFXr14JHVchxo0bh3fv3sHHx0foKEREVAxYKPPB4eZUGB+OCKpdu3aezxkbG2Pt2rWIiorC2LFjsX79ehgbG8PV1RXR0dECJVaMmjVronfv3hwhRESkIVgo88EVSiqonBFBgwcPhpOT0xe/rmrVqliyZAmio6Ph6emJ3bt3w8TEBMOGDcP9+/eLMbFiubu74969e/jnn3+EjkJERArGQpkPrlBSQUgkEjg5ORVqRFD58uUxc+ZMREdHY9myZTh9+jQaNGiAAQMG4Nq1a8WQWrFsbW3RuHFjrF69WugoRESkYCyU+TAwMEBKSgqSk5OFjkJKbPHixQgJCcHOnTtRtmzZQn1vmTJlMHHiRDx58gQbN27EtWvX0KxZM3Tp0gVBQUEKSqx4IpEI7u7u8Pf3x6NHj4SOQ0RECsRCmQ8ON6f8hIaGYu7cuZg+fTpsbGy++TolS5bEyJEj8eDBA/j6+uLZs2ews7ODra0tTp48qZLvIg4ePBiVKlXC2rVrhY5CREQKxEKZDw43p6/JGRHUvHlzzJo1Sy7X1NbWxpAhQ3Djxg0cOXIEmZmZ6NKlC5o1a4b9+/cjOztbLvcpDqVKlcKoUaOwbds2vHv3Tug4RESkICyU+eB53vQ1rq6ueUYEyZNYLEbPnj0RFhaGs2fPokKFChgwYADMzc2xfft2ZGVlyfV+ijJ27FikpaVh27ZtQkchIiIFYaHMx/fff48yZcpwhZI+sXv3bvj4+Hx2RJA8iUQitG3bFmfOnEFoaCjMzMwwbNgwmJiYYN26dUhLS1PYveXB0NAQAwYMwJo1ayCVSoWOQ0RECsBCWQAcHUQfi4qKKtCIIHmzsrLCkSNHcPPmTdjY2MDNzQ3GxsZYunSpUj9SdnNzw+PHj/H3338LHYWIiBRAJFPFN/2LWZs2bWBoaIhdu3YJHYWUgEQiQZs2bfDs2TPcuHGj0Lu65SkyMhLLli3D9u3boaurC1dXV7i7u6NSpUqCZfoSS0tL6OnpcS4lEZEa4gplAXCFkj60aNEihIaGwtfXV9AyCQAmJibYtGkTnj59imHDhuGPP/5AzZo1MWnSJDx//lzQbB9zd3fHmTNncPfuXaGjEBGRnLFQFgCHm1OO0NBQzJs3DzNmzECrVq2EjpOrWrVq+OOPPxAdHY3Jkydj27ZtqFWrFn755RdERkYKHQ8A0L9/fxgYGHDQORGRGmKhLACuUBLw/yOCWrRogZkzZwod57MqVaqEefPmITo6GvPnz8eRI0dgZmYGR0dH3Lp1S9BsOjo6GDNmDLy9vZGYmChoFiIiki8WygIwNDTE+/QsXImMQ0RMEu68eIuUDInQsaiYKXJEkLzp6elh6tSpiIqKwurVqxEcHIxGjRqhV69eCA8PFyzXqFGjkJ2djb/++kuwDEREJH/clPMVj14lwzc8Bn9fj8arVGme85lFAIwqlIa9mT4cLY1Qt8r3wgUlhdu9ezeGDBkCHx+fYt3VLS9ZWVnYtWsXFi9ejAcPHqBt27bw9PRE27ZtC3TuuDwNHToUAQEBePz4sdIXcyIiKhgWys+ITUyF56FbCIp8DS2xCNnSL/8tyvm8rUklLOpjgRoVShdjUioOUVFRaNy4Mbp37w5fX1+h4xRJdnY2Dh8+jIULFyIiIgItWrTA9OnT0b17d4jFxfPAIiIiAk2bNsX+/fvRr1+/YrknEREpFgvlR/wux2D20TuQSGVfLZIf0xKLoC0WYW5Pczg0N1JgQipOOSOCnj9/juvXrwu+q1teZDIZTp06hUWLFiEoKAgNGzbEtGnTMHDgwGJZNbSzs4NIJMKFCxcUfi8iIlI8vkP5gbUBj+Bx8BYyJNJClUkAyJbKkCGRwuPgLawNeKSghFTcckYE7dy5U23KJPDf6TudO3dGYGAgAgMDUb16dTg6OsLMzAybNm1CRkaGQu/v5uaGwMBAXL9+XaH3ISKi4sFC+T9+l2Ow4vRDuVxrxemH2HM5Ri7XIuEo64ggebO1tcWJEydw9epVNG3aFKNHj0bt2rWxcuVKpKSkKOSevXv3hpGREby8vBRyfSIiKl585I3/3plsv/ICMiTyO2e4pLYYZya25juVKurdu3do0qQJqlatisDAQI3aPHL//n0sXbo0d1XW3d0drq6uKF++vFzvs2zZMsycOROxsbHQ19eX67WJiKh4cYUSgOehW5AU8hF3fiRSGTwPCTv3j77duHHjVGZEkLzVq1cP27ZtQ2RkJAYPHoxFixbByMgIU6dOxatXr+R2nxEjRkBLSwubNm2S2zWJiEgYGl8oH71KRlDk60K/M5mfbKkMQZGvERmfLNfrkuLt2rULO3fuxPr161GrVi2h4wimZs2aWLNmDaKiojBu3Dhs2LABxsbGcHV1RXR0dJGvX6FCBTg7O2P9+vXIzMzM/espGRLcefGWM1+JiFSIxj/ynnP0DnzCo+VeKIH/dn47W9bEnJ7mcr82KcbTp0/RpEkTtRgRJG9JSUlYt24dVq1ahbdv38LR0REeHh6oV6/eN1/zzp07aNiwIVZu9cObig0R8CAeMYmp+PCfRs58JSJSfhpfKFsvD0B0YqrCrl+zYmlcmGKvsOuT/EgkErRu3RovXrxQqxFB8paSkoLNmzdj+fLlePnyJfr27Ytp06ahWbNmhb5WbGIqOs7YjrSyNTnzlYhIhWn0I+/3GRLEKLBMAkBMQiof2amIRYsWISwsTO1GBMmbrq4uJkyYgCdPnmDjxo24fv06fvzxR3Tu3BlBQUEFvo7f5Zj/NsOV/W9ua35PCXI+H/IkAe1XXoAfJykQESkNjS6U0QkpUPTyrAzAjScvkJaWBg1fDFZqOSOCZs6cqdYjguSpZMmSGDlyJO7fv49du3bh+fPnsLOzyx1D9LVf7x/OfJWicEc/cuYrEZHy0ehH3hExSeizIUTh93m5YxIyX/434/K7777L/ShduvRX/7MgX/Olry1VqlSxHaWn6nJGBBkYGODChQsat6tbXqRSKfz9/bFw4UKEh4ejSZMm8PT0RN++faGlpZX7dX6XY+BxUH4TEJb2tcAgnk5FRCQojS6Ud168Rbc1wQq/zxTzLJQXpSAtLQ2pqamf/c+vfe7D/8zOzi7wfUuVKlXogvqtX6PK5dXZ2RlHjx7F9evXNXpXt7zIZDIEBARg0aJFOHv2LMzMzODh4QFHR0fEJWdx5isRkRrS6EKZkiFBwzmnFPzYW4ZVNlpoa9sKenp6Rb5aVlZWgcqnPL5GIin4u58lS5YstvL64WpXUe3atQuOjo7YuXMnHB0d5XZd+k94eDgWL16MI0eOwMjICMbDVuBZVmlky69PQkssQsvaFeEz3FJ+FyUiokLR6EIJKH6Xt/TtK8RuGA6xWIzGjRvD1tYWdnZ2sLGxQZUqVRR2X3nIKa/yKqhf+9qsrKwC59LR0ZFLMU1OTsbEiRPRqlUrLF68+LNfw8ff8nH79m3MWrEe1wy6KeweZybawUSfI4WIiISg8YVS0XMonSyN4FhPB4GBgQgKCkJQUBCePn0KADA1NYWtrW1uyTQ2NoZIVLgNCupCIpF8UjSLUlC/9jUfDtHOT4kSJYpt5bVEiRIK/DssvDlH78A7LAoK+EeNM1+JiASm8YXy0atkdFgVqLDrf27V5NmzZ7nlMigoCLdv3wYAVKtWLU/BbNCggUq/m6issrOzMXPmTCxZsgT79u2Dubm5Ql4ZSEtLQ0ZGRoFzaWtry7Wgfu1rSpQoUex/eOHMVyIi9aXxhRIAnP8KR8iTBLmuUhbmva7ExERcvHgxdxXz6tWrkEgkKF++PGxsbHJLZrNmzdR+Fas4hISEwNbWFjNnzsScOXMUeq/s7Gykp6cr/JWBtLQ0pKenFziXlpZWsZVXHR0dpGRmw0LB7yuLANye0wm6JfmaAhFRcWOhxH+ndSjTztOUlBSEh4fnrmCGhoYiNTUVpUuXhpWVVW7BtLKygq6urtwya4K3b9+iSZMmMDQ0VLsRQVKpFOnp6Qp/ZSDnvxeUWCxGmRr1UH7wMgX+9P/xH28Dc0MOpSciKm4slP+jzLPxsrKycO3atdyCGRwcjMTERGhra6NZs2a5BdPGxgYVKlSQyz3VlZOTE44dO8YRQUUklUqRkZFR4IL69J0Me5IUPyvy0JiW+MGovMLvQ0REebFQfmBtwCOsOP2wyNf5taMZxtmbyCHR50mlUty9eze3YAYGBuL58+cAAHNz89zTSmxtbVG9enWF5VA1vr6+cHJy4oggARTXzFeuUBIRCYOF8iN+l2Mw++gdSKSyQr1TqSUWQVsswrye5sV+aodMJkNUVFSejT4PHjwAABgbG+du8rG1tYWpqalG7iR/+vQpmjRpgh49emDnzp1Cx9E4xTHzle9QEhEJh4XyM2ITU+F56BaCIl9DSyz6arHM+bytSSUs6mOhNKd1vHr1CsHBwbkF8/r165BKpdDX18/d6GNnZ4fGjRvLdVC4MpJIJGjdujVevHiB69evo2xZrmAVt5iYGHT/8wreyUoq7B7c5U1EJBwWyq949CoZvuExCHgYj5iE1DyrKyIARhVLw95UH05WRko/UPndu3cIDQ3N3Ul+6dIlZGRk4Pvvv0fLli1zH5G3aNECpUqVEjquXM2dOxfz589HYGAgWrZsKXQcjfHu3TscOHAAPj4+OH/+PCp1GoPSjTsDIvmPwuIcSiIiYbFQFlBKhgRRCSnIlEihoy2GcUVdlX60lp6ejitXruS+g3nx4kUkJydDR0cHLVq0yC2YLVu2VOkVvZwRQbNmzcLs2bOFjqP2JBIJzpw5A29vbxw+fBjp6emwt7eHi4sLGtt2Qu/NVxV2b56UQ0QkHBZKAvDfvMSbN2/mFsygoCDEx8fnOTIy50PZj4zMkTMiqFq1ajh//rxajQhSNjdu3IC3tzd27dqFuLg41K9fHy4uLnB0dESNGjVyv04RM18hzUZa9A1YvL6AxYsXo3nz5vK7NhERFQgLJX2WTCbDo0eP8mz0efLkCYC8R0ba2tqiVq1aSrnRJ2dE0I0bN2BsbCx0HLXz4sUL7Nq1C97e3rh16xYqV66MwYMHw8XFBU2bNv3srwlFzXyd2jATv8/zxN27d9G/f38sWLAAZmZmcrsHERF9HQslFdjz58/zFMxbt/6b22loaJhnJ7m5ubngR0bmjAjy9fXFkCFDBM2iTlJSUnDo0CH4+PjgzJkzKFGiBHr16gVnZ2d06tSpQCc5KWrma3Z2Nnx8fDBr1iy8ePECP//8M2bPno1q1arJ7V5ERPR5LJT0zXKOjMwpmFeuXMk9MrJVq1a5JbNp06bQ0dEptlxPnz5F48aN0atXL/j4+BTbfdVVdnY2zp8/D29vbxw4cAApKSmwtbWFi4sL+vfvj3LlyhX6moqc+Zqeno7169dj4cKFSE1NhZubGzw8PFC+PAeeExEpCgslyU1qairCw8Nz38HMOTLyu+++yz0y0s7OTqFHRkokEtjZ2SEuLg7Xr1+Hnp6eQu6jCe7cuQMfHx/4+vri2bNnMDExgYuLC5ycnORyypCiZ76+ffsWK1aswB9//AEdHR1MnToVbm5uKF1aOUZ7ERGpExZKUpisrCxERETkFswPj4xs2rRpniMjK1asKJd7zpkzBwsWLOCIoG8UHx+P3bt3w9vbG9euXUOFChXg4OAAZ2dnWFpayv1d2cLMfBWLAKkMhZ75GhcXhwULFmDjxo3Q19fH7NmzMWzYsAI9niciooJhoaRiI5VKce/evTw7yZ89ewbgvyMjP9zo8+HO4IK6ePEi7OzsOCKokNLS0nD06FH4+Pjg5MmTEIvF6N69O5ydndG1a1eULKm4YeQ58pv5KnkTh4YVRVjjNuCbRwM9fvwYM2fOxO7du2FqaooFCxagf//+SrmhjIhI1bBQkmBkMhmio6PznEn+8ZGROR9mZmZf/Y3/7du3aNy4MapXr84RQQUglUoRHBwMb29v7Nu3D+/evYOVlRVcXFwwcOBAua0Yf4vPzXwdM/JnXLlyBXfv3i3y9a9fv45p06bh5MmTaNasGZYsWYL27dvLITkRkeZioSSlEh8fn+fIyIiICEilUlSuXDlPwWzcuHGe0ujo6Ijjx49zRFA+Hj58CB8fH/j4+CA6OhrGxsZwdnaGs7Mz6tatK3S8Lzp27Bh69uyJ27dvw9xcPqfhnD9/Hh4eHggPD0f79u2xZMkSNGvWTC7XJiLSNCyUpNRyjozMKZjh4eGfHBmZnp6OBQsWcETQFyQkJGDPnj3w9vZGeHg4ypYtiwEDBsDFxQWtWrUSfMRTQWRkZEBfXx8TJkzA3Llz5XZdmUyGw4cPw9PTE/fv38eAAQOwYMECmJqayu0eRESagIWSVEpGRgYuX76cZx7m+/fvIRaLYW1tnbuTXNWPjCyqjIwM+Pv7w8fHB/7+/pBKpejSpQucnZ3Ro0cPfPfdd0JHLLSffvoJly5dwt27d+X+3qNEIoG3tzdmz56Nly9fYvjw4Zg9ezYMDQ3leh8iInXFQkkqSyKRwNbWFjExMXB3d88tmq9evYJYLEajRo3yPCavWrWq0JEVSiaTISwsDN7e3tizZw+SkpLQrFkzuLi4wMHBAfr6+kJHLJLjx4+jR48euHXrFho2bKiQe6Snp2PdunVYtGgR0tLS4ObmhqlTp3KGJRFRPlgoSWXljAgKCgqCtbU1gP9KVWRkZJ6d5DlHRtatWzdPwaxdu7Za7PB98uQJdu7cCR8fH0RGRqJ69epwcnKCs7MzGjRoIHQ8ucnIyECVKlXg5uaGefPmKfReb9++xfLly7Fy5UqULFkSHh4eGD9+vEqu7BIRFQcWSlJJOSOCZs+ejVmzZn31a1+8eJFnJ/nt27chk8lyj4zM+WjYsKFKvE8IAG/evMG+ffvg7e2N4OBglClTBv369YOLiwvatGmjMj9HYQ0dOhRhYWG4d+9esfxh4OXLl5g/fz42b94MfX19zJkzB8OGDeMUASKij7BQksop6oigpKSk3CMjAwMDP3tkpK2tLZo1a1asR0bmJysrCydPnoSPjw+OHj2KrKwsdOjQAc7Ozujdu7fCTh9SJv7+/ujevTtu3rwJCwuLYrtvZGQkZs6cCT8/P5iammLhwoXo16+fWqxwExHJAwslqRx5jwjKOTIyZxUzNDQUKSkpeY6MtLW1hZWVFcqUKVP0H6AQZDIZrl69Cm9vb/j5+eHff/9Fo0aN4OLigiFDhsDAwKBY8wgtMzMT+vr6GD9+PObPn1/s94+IiMC0adNw6tQpNG/eHEuWLEHbtm2LPQcRkbJhoSSVsnPnTjg7O2PXrl0YPHiwQu6Rc2RkTsEMDg5GQkICtLS00LRpU9jZ2cn9yMiPxcTEwNfXFz4+Prh37x6qVq0KR0dHODs7o3Hjxgq5p6oYNmwYQkJCcP/+fcFWCAMCAuDh4YFLly6hQ4cOWLx4MWdYEpFGY6EklfHkyRM0adIEvXv3hre3d7HdVyqV4v79+7mbfIKCghAbGwsAaNCgQe6oom89MjJHcnIyDhw4AG9vb5w/fx6lSpVC37594ezsjHbt2vG9vf/5+++/0a1bN9y4cQONGjUSLIdMJsOhQ4fg6emJBw8eYODAgViwYIFSD4gnIlIUFkpSCRKJBHZ2doiLi8P169ehp6cnaJ6cIyNzSub9+/cBADVr1sx9RG5nZ5fvkZESiQRnzpyBj48PDh06hPT0dNjb28PZ2Rn9+vXD999/27nV6iwzMxNVqlTBuHHjsGDBAqHjQCKRYMeOHZg9ezZevXqFESNGYNasWRr3OgIRaTYWSlIJs2fPxsKFC/OMCFIm//77L4KDg3ML5odHRtrY2OSWzCZNmkBbWxs3btyAt7c3du3ahbi4ONSvXx8uLi5wdHQs0iqnpvj5558RHByMBw8eKM3GmLS0tNwZlunp6ZgwYQJ+++03lCtXTuhoREQKx0JJSi84OBitW7cu0IggZZGcnJx7ZGRgYGDukZElS5ZEiRIl8P79e5QtWxaOjo74+eef0bRpU6UpRqrgxIkT6Nq1K65fv65075S+efMGy5Ytw6pVq1CqVClMmzYNrq6unGFJRGqNhZKU2ps3b9CkSZNvHhEktJSUFBw+fBjbt2/H2bNnIRaLUblyZbx79w6pqanQ0dFB8+bNc1cwW7VqpdFHRhZUZmYmqlatijFjxmDhwoVCx/msly9fYt68edi8eTMMDAwwZ84c/PTTTyr3a5iIqCDUc/oxqY1x48YhKSkJO3fuVJnfiLOzs3H27FkMHToUVatWhZOTEzIyMrBx40a8fv0aL1++xLt37xAREYEVK1bA0NAQ27dvR7du3VC+fHn88MMPcHNzw759+xAXFyf0j6OUdHR00KdPH+zduxfK+mdiAwMDbNiwAffu3UOrVq0wYsQIWFhY4ODBg0qbmYjoW3GFkpRWcYwIkqe7d+/C29sbvr6+ePbsGUxMTODi4gInJyfUqlXrq9/74ZGROR+PHz8GAJiYmOTuIlenIyOL6uTJk+jSpQsiIiLQpEkToePk6+rVq/D09MTp06fRokULLFmyBPb29kLHIiKSCxZKUkpCjQgqrPj4eOzevRve3t64du0aypcvDwcHB7i4uMDS0rJIxe/DIyODgoJw69YtyGQyGBgY5NlJrkpHRspTVlYWqlSpgtGjR2PRokVCxymwc+fOwcPDA5cvX0anTp2wePFi/PDDD0LHIiIqEhZKUjo5I4JevXqFiIgIwUcEfSwtLQ3Hjh2Dt7c3Tp48CbFYjG7dusHFxQVdu3ZFyZIlFXLfpKQkhISE5O4kv3LlCrKyslCuXLk8R0b++OOPSnVkpCKNGDEC58+fx6NHj1Rq1VYmk+HgwYPw9PTEw4cP4eDggPnz58PExEToaERE34SFkpROzoig4OBgWFlZCR0HwH/DzYODg+Hj44O9e/fi3bt3sLKygrOzMwYNGqSwE3O+JjU1FZcuXcrdSf7hkZGWlpa5BdPa2rrYj4wsLqdOnULnzp1x7do1lVzlk0gk2LZtG+bMmYP4+HiMHDkSs2bNQtWqVYWORkRUKCyUpFRyRgTNmTMHM2fOFDoOHj58CB8fH+zcuRNRUVEwNjaGs7MznJycYGpqKnS8PLKysnD9+vU8j8k/PDIyp2Da2NigUqVKQseVi6ysLFStWhW//PILFi9eLHScb5aWloY1a9Zg8eLFyMzMxMSJE/Hrr79yxz8RqQwWSlIaOSOCatSogfPnz0NLS0uQHAkJCdizZw98fHwQFhYGPT09DBw4EC4uLmjVqpXKvK+Yc2RkTrkMDAz85MjInA8jIyOB0367kSNH4ty5c4iMjFSpx96fk5SUhGXLlsHLywvfffcdPD09MW7cOJQqVUroaEREX8VCSUpBJpPB0dERf//9N27cuIGaNWsW6/0zMjLw999/w9vbG/7+/pBKpejcuTNcXFzQo0cPtRlKnXNkZM7HvXv3AABGRkZ5dpLXq1dPZcrZ6dOn0alTJ1y9ehVNmzYVOo5cvHjxAvPmzcOWLVtgYGCAuXPnwsXFRWVGZxGR5mGhJKXg4+MDFxcX7N69Gw4ODsVyT5lMhrCwMPj4+MDPzw9JSUlo1qwZnJ2dMXjwYOjr6xdLDiHlHBmZUzAjIiKQnZ2NSpUqwcbGJrdk5hwZqYyysrJgYGCAESNGYMmSJULHkauHDx9i5syZ2Lt3L+rXr4+FCxeid+/eKlP2iUhzsFCS4HJGBPXp0wc7duwolvvt3LkTPj4+iIyMRPXq1eHk5ARnZ2c0aNBA4fdXZsnJyQgLC8vdSR4eHo709HSUKVMG1tbWuQWzRYsWSrVq+8svv+DMmTN4/PixWpatK1euYNq0aThz5gwsLS2xZMkStGnTRuhYRES5WChJUFlZWbCzs0N8fLxCRwS9efMG+/btg7e3N4KDg1GmTBn069cPLi4uaN26tWDvayq7jIwMXL16NbdgXrx4EW/fvkWJEiU+OTKyXLlyguX8559/0LFjR1y5cgXNmjUTLIeinTlzBh4eHrh69So6d+6MxYsXq8RQdyJSfyyUpBApGRJEJaQgUyKFjrYYxhV1oVvy00ems2bNwqJFixQyIigrKwunTp2Ct7c3jh49iqysLLRv3x4uLi7o3bs3dHV15Xo/TZCdnY3bt2/nbvIJCgpCXFwcRCIRGjVqlGejj4GBQbHlkkgkqFq1KoYPH46lS5cW232FIJPJsH//fkyfPh2PHj3C4MGDMX/+fNSpU0foaESkwVgoSW4evUqGb3gMAh7EIyYxFR/+whIBMKpQGvZm+nC0NELdKt8jKCgIbdq0keuIIJlMhqtXr8LHxwe7d+/Gv//+CwsLC7i4uGDIkCEwNDSUy33oPzKZDI8fP86zk/zDIyM/LJh16tRR6OPoUaNG4fTp03jy5IlaPvb+WFZWVu4My3///RejRo3CjBkzOMOSiATBQklFFpuYCs9DtxAU+RpaYhGypV/+JZXzeSvjsgj1coNRRV25jAiKjY3NfS/y3r17qFq1KhwdHeHs7IzGjRsX6dpUOC9fvsyzk/zmzZufHBlpa2sLCwsLuY5gOnv2LNq3b4/Lly/jxx9/lNt1lV1qairWrFmDJUuWIDMzE5MmTcKUKVM4w5KIihULJRWJ3+UYzD56BxKp7KtF8hMyKWTZEvzWzhjjOn/bCSfJyck4cOAAvL29cf78eZQqVQp9+vSBi4sL2rVrp7S7kjXNmzdvcPHixdyCefnyZWRlZaFs2bKwsbGR25GREokEBgYGGDZsGJYtWybHn0A1JCUlYenSpfDy8oKuri48PT0xduxYzrAkomLBQknfbG3AI6w4/bAIV5ABEGFKR1O42tct0HdIJBKcPXsW3t7eOHToENLT02Fvbw9nZ2f069cP33//fRHyUHFIS0tDeHh4bsEMCQlBSkoKSpUqBUtLy9yd5N9yZOTo0aNx8uRJPH36VCMee3/O8+fPMW/ePPz1118wNDTMnWHJjWdEpEgslPRN/C7HwOPgLbldb2lfCwxq/uXTWm7cuAEfHx/4+voiLi4O9evXh7OzMxwdHVX6lBf67w8J169fz93kExwcjNevX0NLSws//PBDniMjK1eu/NVrnTt3Du3atcOlS5fQvHnzYvoJlNODBw8wY8YM7N+/Hw0aNMDChQvRq1cvjS3aRKRYLJRUaLGJqWi/8gIyJFK5XbOkthhnJrZGjQqlc//aixcvsGvXLvj4+ODmzZuoVKkShgwZAmdnZzRr1oy/MaopmUyWe2RkTsmMiYkBANSvXz+3YNrZ2X3yhwmJRAJDQ0P89NNPWL58uRDxlc7ly5fh4eGBc+fOwdraGkuWLIGdnZ3QsYhIzbBQUqE5/xWOkCcJhXtnMh9aYhFa1q6IPx0a4vDhw/Dx8cE///yDEiVKoGfPnnBxcUGnTp1QokQJud2TVEdMTEyegvnhkZEfbvSpX78+xo4dixMnTmj0Y+/P+eeff+Dh4YFr166hS5cuWLx4MTesEZHcsFBSoTx6lYwOqwIVdv03vpPwNvYhbGxs4OLiggEDBgg6MJuU0+vXr3OPjAwMDMxzZKSZmRkuXryIbdu2wcnJiZuzPiCVSnNnWD5+/BhDhgzBvHnzULt2baGjEZGKY6GkQplz9A58wqPlujqZS5qNBiUSsPbn1vwNjgrl/fv3CA0NzS2YFy5cAADo6uqiZcuWuSuYlpaWSnVkpFCysrKwdetWzJ07F69fv86dYVmlShWhoxGRimKhpEJpvTwA0YmpCrt+zYqlcWGKvcKuT5ph1KhROHLkCCZMmIDg4GAEBwfnHhn5448/5u4kF/rISKGlpqZi9erVWLJkCSQSSe4MS0UdgUpE6ouFkgrsfYYEFnNOQZG/YEQAbs/p9NljGokK6vz587C3t0dYWBgsLS3zHBmZ8/Hy5UuIRCJYWFjkFsziPjJSWSQmJmLJkiVYs2YNdHV1MX36dIwZM4YzLImowFgoqcDuvHiLbmuCFX4f//E2MDfkKR/07bKzs1GtWjU4Ojri999//+TzMpkMT548yd3kExQUhMjISABAnTp1cneRF8eRkcrk2bNnmDt3LrZu3Yrq1atj7ty5cHZ25gxLIsoXCyUVWERMEvpsCFH4fQ6NaYkfjMor/D6k3saNG4djx44hKiqqQEc8vnz5EsHBwbklM+fIyKpVq35yZKS6F6z79+9jxowZOHDgAMzNzbFo0SL06NFDY4o1ERUeCyUVGFcoSZVcuHABbdq0QWhoKKysrAr9/W/evEFISEjuRp8Pj4xs1apVniMjS5YsqYCfQHiXLl2Ch4cHAgIC0LJlSyxZsgS2trZCxyIiJcRCSQWWkiFBQ75DSSoi57H3kCFD8McffxT5emlpabh06VKeIyPfv3+fe2RkTsG0trZWqyNAZTJZ7gzLiIgIdOvWDYsWLUKjRo2EjkZESoSFkgqFu7xJlbi6uuLIkSOIjo4u0GPvwsg5MvLDjT7femSkKpBKpdi3bx9mzJiBx48fw9HREfPmzUOtWrWEjkZESoCFkgpFoXMoZVJ0MdHFhhFt5X9t0kiBgYFo3bo1QkJCYG1trdB7fXhkZM5HdHQ0AKBevXp5dpLXrFlToVkUKSsrC1u2bMG8efOQkJCA0aNHY8aMGdDX1xc6GhEJiIWSCkXRJ+U83zwaLcyM4O7ujr59+/KUEyqS7OxsVK9eHQ4ODli5cmWx3z/nyMicj7t37wIAatSokWcnef369VVuw0tKSgq8vLywdOlSZGdnY/LkyZg8eTJnWBJpKBZKKjRFneVtXasC+leKg5eXF86fP48aNWpg3LhxGDlyJCpUqCC3e5FmGT9+PA4dOoSYmBi5P/YurA+PjAwKCsK1a9eQnZ2NihUrwsbGJrdg/vDDDyrzh6mEhITcGZbff/89ZsyYgdGjR6vtRiUi+jwWSiq02MRUtF95ARkSqdyuWVJbjDMTW6NGhdIAgOvXr2P16tXYtWsXxGIxXFxc4ObmhgYNGsjtnqQZgoKCYGdnh4sXL6Jly5ZCx8nj/fv3CAsLy91JHhYWhvT0dOjq6sLa2jp3FVMVjoyMjY3FnDlzsH37dtSoUQPz5s2Do6Oj2o9YIqL/sFDSN/G7HAOPg7fkdr2lfS0wqLnRJ389Pj4eGzduxPr16xEXF4eOHTvC3d0dnTt3Fny1iVSDVCpF9erVMXDgQKxatUroOF+VmZmJq1ev5hbMixcv4s2bN7lHRua8g9mqVSuUL6+cs1rv3buH6dOn49ChQ2jYsCEWLVqE7t27q9wjfSIqHBZK+mZrAx5hxemHRb7Orx3NMM7e5Ktfk5mZib1798LLywtXrlyBqakp3Nzc8NNPP6FMmTJFzkDqzc3NDQcOHEBsbKxK/UFEKpXmOTIyMDAwz5GRHw5cNzQ0FDpuHuHh4fDw8MD58+fRqlUrLFmyBDY2NkLHIiIFYaGkIvG7HIPZR+9AIpUV6p1KLbEI2mIR5vU0/+zK5JfIZDKEhITAy8sLBw8eRJkyZTBixAi4urrC2Nj4G34C0gTBwcGwtbVFcHAwWrVqJXScb5ZzZOSHG30ePXoEAKhdu3aeneQmJiaCrwrKZDKcOnUK06ZNw/Xr19G9e3csWrQIFhYWguYiIvljoaQii01MheehWwiKfA0tseirxTLn87YmlbCoj0XuO5PfIiYmBuvWrcPmzZvx9u1b9OrVCxMmTICtra3gv5GScpFKpahRowb69+8PLy8voePIVVxcXJ6CeePGDaU7MlIqlWLPnj2YMWMGnj59CicnJ8ybN49/CCRSIyyUJDePXiXDNzwGAQ/jEZOQmudEHREAo4qlYW+qDycrI5joy+8kkZSUFOzcuRNeXl64d+8emjRpggkTJsDBwYE7TSmXu7s79u/fr3KPvQvrwyMjg4KCcPnyZWRmZqJs2bJo2bJl7iqmEEdGZmZm5s6wTEpKwpgxYzB9+nS1GPxOpOlYKEkhUjIkiEpIQaZECh1tMYwr6ir8OMWcI+JWrVqFEydOQF9fH2PGjMHo0aNRtWpVhd6blN/FixdhY2ODoKAgjXqX72tHRrZo0SJ3J3lxHhn5/v17eHl5YdmyZZBKpZgyZQomTZqkVkdWEmkaFkpSSw8ePMDq1auxfft2ZGVlwcHBAe7u7mjWrJnQ0UggUqkURkZG6Nu3L1avXi10HMFIJBLcuHEjd5NPzpGRYrE4z5GRtra2Cl85fP36NRYvXox169ZBT08PM2bMwKhRo/hkgUgFsVCSWnvz5g3++usvrFmzBtHR0bCxscGECRPQq1cvlRkcTfIzYcIE7N27F8+ePVPrx96FIZPJ8ODBgzw7yT88MjKnXNrZ2SnsyMiYmBjMmTMHO3bsgJGREebPn4/BgwfL9Z1PIZ6aEGkSFkrSCBKJBEePHsWqVasQFBQEIyMjuLq6YsSIEUo7z4/kLyQkBK1atUJgYCBsbW2FjqO0YmNj82z0uXPnDoD/PzIy56N+/fpyLeZ3797F9OnTcfjwYVhYWGDx4sXo2rXrN2+yy32v+0E8YhI/8153hdKwN9OHo6UR6lbh43aiomChJI0TEREBLy8v7N69G9ra2vjpp5/g5uaGevXqCR2NFCznsXefPn2wZs0aoeOojISEhDxHRl69ejXPkZE5BfOHH35AiRIliny/0NBQeHh4IDAwEDY2NliyZEmhxj0JNXmCSJOxUJLGevXqFf78809s2LABr169QufOneHu7o6OHTvycagamzhxIvz8/PDs2TMeC/iNPjwyMigoCGFhYUhLS8tzZKStrS0sLS1RuvS3FTSZTIaTJ09i2rRpuHHjBnr06IFFixahYcOGX/2+os7GndvTHA6FmI1LRP9hoSSNl5GRgT179mDVqlWIiIhAvXr14ObmBhcXF+jq6godj+QsNDQULVu2xIULF2BnZyd0HLXw4ZGRQUFBCA4Ozj0yslmzZrmjir7lyEipVAo/Pz/MnDkTT58+hYuLC+bOnfvZ9znldXrXlI6mcLWvW+TrEGkSFkqi/5HJZAgODoaXlxcOHToEPT09jBw5Eq6urjAy4oqFupBKpTA2NkbPnj2xdu1aoeOoJalUijt37uTuIg8KCsKLFy8gEonQsGHD3E0+hTkyMjMzE5s3b8a8efPw5s0bjB07Fp6enrk70f0ux8Dj4C25/QxL+1oU6hQvIk3HQkn0GVFRUbmn8Lx//x59+vSBu7s7WrVqxVN41MCkSZOwa9cuPH/+nI+9i4FMJsPTp0/zjCr68MjID3eS53dk5Pv377Fy5UosX74cADBlyhQM/HkMem28ggyJVG6ZS2qLcWZia75TSVRALJREX/H+/Xt4e3tj9erVePDgAZo1awZ3d3cMHDiQs/JUWFhYGKytrXH+/Hm0bt1a6DgaKS4uLnejT2BgYO6RkVWqVMmzk7xRo0afLf2vX7/GokWLsG7dOugPnAft6uaQQX5/2NMSi9CydkX4DLeU2zWJ1BkLJVEBSKVSnD59GqtWrcKpU6dQpUoVjB07FqNHj4a+vr7Q8aiQZDIZjI2N0b17d6xbt07oOATg7du3eY6MvHTpEjIzM6Gnp4dWrVrlFszmzZvn+cNc4PWHcNnzSGG5zky0k+tRsUTqioWSqJDu3buH1atXw9vbGxKJBEOGDIG7uzuaNGkidDQqhMmTJ8PX15ePvZVUenr6J0dGJicno2TJkrC0tMwtmBfe62PPtZeF2tFdUFpiEZwta2JOT3O5X5tI3bBQEn2jxMREbNmyBWvXrkVsbCxat24Nd3d39OzZkwVFBYSHh8PKygoBAQFo06aN0HEoHx8eGZnz8e+//8Jw1GaUKG+gsPvWrFgaF6bYK+z6ROqChZKoiCQSCQ4dOgQvLy9cvHgRxsbGGD9+PH7++WeUK1dO6Hj0BTmPvbt164b169cLHYcKSSaT4fqd++jj+xiQ47uTHxMBuD2nE49pJMoHpzcTFZG2tjYGDBiA4OBgXL58GTY2NvDw8ED16tUxfvx4PHxY9Ll4JH8ikQgDBgzAgQMHkJ2dLXQcKiSRSASdCoZQZJkEABmAqIQUhd6DSB2wUBLJ0Y8//ggfHx9ER0dj0qRJ2LNnD8zMzNCtWzf8888/4AMB5TJw4EDEx8cjMDBQ6Cj0DTLlOCZIGe5DpMpYKIkUwMDAAPPmzUNMTAy2bduG58+fo2PHjmjYsCE2bdqE1NRUoSMSgObNm6NmzZrYu3ev0FHoG+hoF89vYcV1HyJVxn9KiBSoVKlSGDp0KCIiInD+/HmYmppi9OjRqFGjBjw8PBAbGyt0RI324WNviUQidBwqJOOKugp+4P3fA3XjijyClSg/LJRExUAkEqF169Y4dOgQHj9+jKFDh2LDhg2oVasWBg0ahNDQUD4OF8jAgQPx77//8rG3CtItqQ0jBZ9kY1SxNDfkEBUACyVRMatVqxZ+//13PHv2DKtWrcK1a9fQsmVLWFpaYteuXcjMzBQ6okb58ccfYWxszMfeKsreTB9aClqm1BKLYG/KgwuICoKFkkgg33//PVxdXfHgwQMcP34cZcuWhaOjI4yNjbFgwQL8+++/QkfUCHzsrbqePXuGx6d3IFtBi/vZUhmcrIwUc3EiNcNCSSQwsVicuwv89u3b6NGjBxYuXIgaNWpg+PDhuHnzptAR1d7AgQPx+vVrXLhwQegoVADPnz+Hq6sr6tSpg793/4VqWslyX6XUEotga1KJxy4SFRALJZESMTc3x8aNG/Hs2TPMmTMHp0+fRuPGjdG2bVscOXKE8xIVpFmzZqhVqxYfeyu5Fy9ewM3NDXXq1MGuXbswa9YsPH36FH6TekJbS36/nclkMkglWfi1TXW5XZNI3bFQEimhihUrwsPDA0+ePIGfnx/S09PRu3dvmJqaYtWqVXj37p3QEdVKzmPvgwcP8rG3Enr58iXc3d1Ru3Zt+Pj4YMaMGYiKisL06dOhp6eHGhVKY64cz9sWiURIC96Brq0tuVmLqIBYKImUWIkSJTBo0CCEhITknj3966+/onr16nB3d0dkZKTQEdVGzmPv8+fPCx2F/icuLg4TJ05E7dq1sWPHDnh6eiIqKgozZsyAnp5enq91aG6EKR1N5XLfXzua4ereNTAxMYG9vT3mzZvHpwNE+eBZ3kQq5vnz59iwYQM2btyIhIQEdO/eHe7u7mjbti1EIkVP5VNfMpkMJiYmaNeuHTZt2iR0HI326tUrLFu2DBs2bECJEiUwceJETJgwAeXKlcv3e/0ux2D20TuQSGXIlhb8tzctsQjaYhHm9TTHoOb/bcTJzs7GwoULMXfuXNja2sLX1xfVqlX71h+LSK2xUBKpqLS0NOzatQteXl64desWGjZsCHd3dzg6OuK7774TOp5K8vDwwJYtW/Dy5UuUKFFC6DgaJz4+HsuXL8e6deugra2NCRMmYOLEiShfvnyhrhObmArPQ7cQFPkaWmLRV4tlzudtTSphUR8L1PjMXMsLFy7A0dERGRkZ2L59O7p161bon41I3bFQEqk4mUyGgIAAeHl54dixY6hQoQJGjRqFsWPHcjWlkK5du4ZmzZrh9OnT6NChg9BxNMa///6LFStWYO3atRCLxXB3d8ekSZNQoUKFIl330atk+IbHIOBhPGISUvHhb3Yi/De03N5UH05WRvnu5n79+jWGDRuG48ePY9KkSVi8eDF0dHSKlI9InbBQEqmRx48fY82aNdi6dSvS0tIwYMAAuLu7w9LSUuhoKkEmk6Fu3bqwt7fH5s2bhY6j9l6/fp1bJEUiEdzc3DBp0iRUrFhR7vdKyZAgKiEFmRIpdLTFMK6oW+gTcGQyGVavXo1ff/0VjRs3hp+fH+rUqSP3rESqiIWSSA29e/cO27Ztw5o1a/D48WNYWVnB3d0d/fr146PcfEybNg2bNm1CXFwc/14pSEJCAn7//XesWbMGMpkM48ePx+TJk1GpUiWhoxXI1atXMWjQIMTHx2PTpk1wcHAQOhKR4LjLm0gN6enpwd3dHQ8ePMDRo0dRunRpDB48GLVq1cLixYuRkJAgdESlNXDgQCQmJiIgIEDoKGonMTERM2bMQK1ateDl5YWxY8fi6dOnWLx4scqUSeC/uaXXrl1Djx49MHjwYIwYMQIpKSlCxyISFFcoiTTErVu34OXlhZ07d0IkEsHZ2Rlubm5o2LCh0NGUikwmg6mpKVq3bo0tW7YIHUctJCUlYeXKlfDy8kJWVhbGjRuHX3/9Ffr6qn1Otkwmw/bt2+Hq6oqaNWtiz549sLCwEDoWkSC4QkmkISwsLLBlyxbExsZixowZ8Pf3h4WFBdq3b4/jx49DKpUKHVEp5Aw5P3ToELKysoSOo9LevHmDOXPmwNjYGCtWrMDIkSPx9OlTLF++XOXLJPDfr5Vhw4bhypUrKFGiBFq0aIE///wTXKchTcRCSaRhKleujOnTp+Pp06fYtWsXkpOT0aNHD5iZmWH16tVITk4WOqLgch57nzt3TugoKunt27eYO3cujI2NsXTpUgwfPhxPnjzBihUrUKVKFaHjyV39+vURFhaGn3/+GWPGjMHAgQPx5s0boWMRFSs+8iYihIWFwcvLC/v27YOuri5+/vlnjB8/HrVr1xY6miBkMhnMzMxga2uLv/76S+g4KuPdu3fw8vLCH3/8gbS0NIwePRpTp06FgYGB0NGKzcGDBzF8+HCULVsWfn5+sLKyEjoSUbHgCiURwcrKCrt370ZUVBTGjRsHb29vmJiYoHfv3jh//rzGPcITiUQYOHAgH3sX0Lt377Bw4UIYGxtj4cKFcHZ2xpMnT7Bq1SqNKpMA0LdvX0RERMDQ0BC2trZYtmwZXychjcAVSiL6RGpqKnx9fbFq1SrcvXsXjRo1gru7O4YMGYJSpUoJHa9Y3LhxA02aNMGJEyfQuXNnoeMopeTkZKxduxYrVqzA+/fvMXLkSEybNo0D9QFkZWVh9uzZWLJkCTp06ABvb2+1fNxPlIOFkoi+SCaT4ezZs/Dy8sLx48dRuXJljBo1CmPGjIGhoaHQ8RRKJpOhXr16aNWqFbZu3Sp0HKXy/v373CKZnJyMESNGYNq0aahevbrQ0ZTOP//8AycnJ4jFYvj4+KB9+/ZCRyJSCD7yJqIvEolEaN++PY4dO4aHDx/CwcEBq1atgrGxMZycnHD58mWhIyrMh4+9MzMzhY6jFFJSUrBs2TLUqlULs2bNwoABAxAZGYl169axTH5Bhw4dcOPGDVhYWKBjx46YPn06X6MgtcQVSiIqlLdv32Lr1q1Ys2YNnj59ipYtW8Ld3R19+/aFtnbhjrJTdjdv3kTjxo3x999/o0uXLkLHEUxqairWr1+PZcuWISkpCT///DM8PT1Rs2ZNoaOpDKlUiuXLl2P69OmwtLTErl27+PeP1ApXKImoUMqWLYuJEyfi0aNHOHToEHR0dDBo0CDUrl0bS5cuRWJiotAR5cbCwgJmZmbYu3ev0FEEkZqaij/++AO1atXCtGnT0KtXLzx69AgbN25kGSoksViMqVOnIigoCM+fP0eTJk1w8OBBoWMRyQ0LJRF9Ey0tLfTu3RsBAQGIiIhA+/btMXv2bFSvXh2jR4/G3bt3hY5YZDmPvQ8fPqxRj73T0tKwatUq1K5dG7/99ht69OiBhw8fYvPmzTA2NhY6nkqztrbG9evX0a5dO/Tr1w/jxo1Denq60LGIioyPvIlIbuLj47Fx40asX78ecXFx6NixI9zd3dG5c2eIxar559dbt26hUaNG8Pf3R9euXYWOo1BpaWnYtGkTlixZgn///RcuLi6YMWOGxs4jVSSZTIaNGzdiwoQJMDMzw549e1CvXj2hYxF9M9X8NzwRKSV9fX3MnDkT0dHR8PHxQWJiIrp164b69etj3bp1eP/+vdARC61hw4aoV6+eWj/2Tk9Px5o1a1CnTh1MmjQJnTp1wv3797F161aWSQURiUQYPXo0Ll26hMzMTDRr1gzbt2/XuJmvpD5YKIlI7nR0dODk5IRLly4hODgYjRs3hru7O6pXr44pU6YgKipK6IgF9uFj74yMDKHjyFVGRgbWrVsHExMTTJgwAe3bt8f9+/exfft2mJiYCB1PIzRq1AhXrlyBg4MDhg0bBhcXFx5/SiqJhZKIFEYkEqFVq1bYu3cvnjx5glGjRmHr1q2oU6cO+vbti8DAQJVYkRkwYADevn2LM2fOCB1FLjIyMrBhwwaYmJjAzc0N9vb2uHv3Lry9vVG3bl2h42kcXV1d/PXXX/D19cXhw4fRtGlTXLt2TehYRIXCQklExcLIyAhLly5FbGws1q9fj/v376N169Zo2rQpduzYodSrf+bm5qhfv77KP/bOzMzExo0bUbduXYwbNw52dna4c+cOfHx8YGZmJnQ8jTdkyBBERERAT08PVlZW8PLyUok/cBEBLJREVMx0dXUxatQo3LlzB6dOnYKBgQGGDh0KIyMjzJkzB3FxcUJH/ISqP/bOzMzEpk2bULduXYwZMwatWrXCnTt34Ovry40gSsbExAQhISFwdXXFhAkT0KtXLyQkJAgdiyhfLJREJAiRSISOHTvi77//xv3799G/f38sX74cRkZGcHFxwdWrV4WOmMeAAQPw7t07/PPPP0JHKbCsrCxs2bIFZmZmGD16NKysrHDr1i3s3r0b9evXFzoefUHJkiXxxx9/4NixYwgJCUHjxo0RGBgodCyir2KhJCLBmZmZYd26dXj+/DkWL16MwMBA/Pjjj7C1tcWBAwcgkUiEjghzc3M0aNBAJR57Z2VlYevWrTAzM8PIkSPRvHlz3Lx5E3v27IG5ubnQ8aiAunfvjhs3bsDExAT29vaYN28esrOzhY5F9FkslESkNMqVK4fJkycjMjISBw4cgEgkQv/+/VGnTh0sX74cSUlJguYbOHAgjhw5orSPvSUSCbZv34569eph+PDhaNq0KW7evIm9e/eiYcOGQsejb1CtWjWcPXsWs2bNwty5c9G+fXu8ePFC6FhEn2ChJCKlo62tnbsL/Nq1a7C3t8eMGTNQvXp1jB07Fvfv3xckV85j79OnTwty/y+RSCTYsWMH6tWrh2HDhqFx48a4fv069u/fDwsLC6HjURFpaWlh9uzZOHfuHB4+fJh7vjyRMmGhJCKl9sMPP2D79u2IiYnBb7/9hgMHDqB+/fro0qULTp48CalUWmxZGjRoAHNzc6V57C2RSODj44MGDRpg6NChaNiwIa5du4aDBw+icePGQscjOWvdujVu3LgBS0tLdOvWDZMnT9aoI0FJubFQEpFKqFKlCmbPno2YmBjs2LEDr169QpcuXWBubo4NGzYgJSWlWHLkPPYW8vzl7Oxs+Pr6wtzcHC4uLqhXrx6uXr2Kw4cP44cffhAsFylepUqVcOzYMaxcuRJr1qxBq1at8PjxY6FjEbFQEpFqKVmyZO4u8MDAQJibm8PV1RXVq1fHb7/9hpiYGIXef8CAAUhOThbksXd2djZ2796Nhg0bwsnJCaamprh8+TKOHj2Kpk2bFnseEoZIJMKECRMQGhqKpKQk/PDDD/Dz8xM6Fmk4FkoiUkkikQi2trbYv38/Hj9+jBEjRmDTpk2oXbs2BgwYgODgYIUMha5fvz4aNmxYrI+9pVIp9uzZAwsLCwwZMgS1a9fGpUuXcOzYMfz444/FloOUS7NmzXDt2jX06NEDgwcPxogRI4ptpZ7oYyyURKTyjI2NsXz5cjx79gyrV6/GrVu3YGtri+bNm8PHx0fuu7IHDhyIo0ePIj09HSkZEtx58RYRMUm48+ItUjLkN+JIKpVi7969sLCwgIODA2rWrImwsDD4+/ujefPmcrsPqS49PT3s3LkTW7duxe7du9G8eXPcunVL6FikgUQynutERGpGKpXi1KlT8PLywqlTp1ClShWMHTsWo0ePhr6+fpGvfyrsJgbPXIfarXogIUOED/8lKgJgVKE07M304WhphLpVvv+m/AcPHsTcuXNx+/ZtdOzYEXPmzIG1tXWRs5P6unfvHgYNGoRHjx5h1apV+OWXXyASiYSORRqChZKI1Nq9e/ewevVqeHt7QyKRYMiQIXB3d0eTJk0Kfa3YxFR4HrqFoMjXgDQbEGt98Wu1xCJkS2WwNamERX0sUKNC6XyvL5VKcfjwYcydOxc3b95Ehw4dMGfOHLRs2bLQWUkzpaWlYfLkydiwYQMGDBiATZs2oVy5ckLHIg3AQklEGiExMRFbtmzB2rVrERsbi9atW8Pd3R09e/aEltaXi2EOv8sxmH30DiRSGbKlBf/XppZYBG2xCHN7msOhudFnv0Ymk+HIkSOYM2cObty4gXbt2mHOnDmwsbEp8H2IPnTgwAEMHz4c5cuXx+7du2FlZSV0JFJzfIeSiDRChQoV8Ntvv+HJkyfYu3cvJBIJ+vbtCxMTE/zxxx948+bNF793bcAjeBy8hQyJtFBlEgCypTJkSKTwOHgLawMe5flcTpFs2rQp+vTpgwoVKuDChQs4c+YMyyQVSb9+/XD9+nVUrVoVtra2WLZsWbHObCXNw0JJRBpFW1s7dxf45cuXYWNjAw8PD1SvXh3jx4/Hw4cP83y93+UYrDj98AtXK5wVpx9iz+UYyGSy3B3avXv3RtmyZXH+/HmcO3cOdnZ2crkXkbGxMQIDAzFlyhR4eHigS5cuePXqldCxSE3xkTcRabyXL19iw4YN+PPPP/Hvv/+ia9eumDBhAsyatkSHVYHIkMhvZaeEGPg+cBUigs/A1tYWc+fOhb29vdyuT/Q5//zzD5ycnCAWi+Hj44P27dsLHYnUDAslEdH/pKenw8/PD6tWrcKNGzdQ6+c/INOvCxnkt1NWli1BqXcxWD+gAdq2bctduFRs4uLi4OLigjNnzmDatGmYO3cutLW1hY5FaoKFkojoIzKZDLv/Pg/P4FSF3ePMRDuY6Bd+pBBRUUilUixbtgwzZsyApaUldu/eDSOjz28WIyoMvkNJRPQRkUiEh9n60BIrZvVQSyzCzjDFHhFJ9DlisRgeHh4ICgrC8+fP0bhxYxw6dEjoWKQGWCiJiD4j4EF8oXd0F1S2VIaAh/EKuTZRQVhbWyMiIgJt27ZF37594erqivT0dKFjkQpjoSQi+sj7DAliEhX3uBsAYhJS5XpMI1FhlS9fHvv378f69euxZcsWWFpa4v79+0LHIhXFQklE9JHohBQo+uVyGYCohBQF34Xo60QiEcaMGYNLly4hMzMTzZo1w/bt28HtFVRYLJRERB/JlOOYIGW4D1F+GjVqhCtXrsDBwQHDhg2Di4sLkpOThY5FKoSFkojoIzraxfOvxpfPYrkSREpDV1cXf/31F3x9fXH48GE0bdoU165dEzoWqQgWSiKijxhX1JXj5MnPk8lk6N7GEhUrVkTXrl0xf/58nDlzBu/evVPwnYm+bsiQIYiIiICenh6sra2xevVq/sGH8sU5lEREn9F6eQCiFbgxp0b5UpjZJBuhoaEICwtDWFgY3rx5A5FIhIYNG8La2jr3w9TUlAPQqdhlZGRg2rRpWLlyJXr06IFt27ahYsWKQsciJcVCSUT0GXOO3oFPeLRCRgdpiUVwtqyJOT3Nc/+aVCrFgwcPEBoamvtx9+5dyGQyVKhQAVZWVrC2toaVlRVatGgBPT09ueci+pzjx49j6NCh+O677+Dr68vz5umzWCiJiD7j0atkdFgVqLDrF+SknLdv3yI8PDy3YIaHh3MVkwTx7NkzODo6Ijg4GLNnz8b06dOhpaUldCxSIiyURERf4PxXOEKeJMh1lVJLLELL2hXhM9yy0N9b0FVMa2trNG/enKuYJFfZ2dmYP38+5s+fDzs7O/j6+sLQ0FDoWKQkWCiJiL4gNjEV7VdeQIYcx/uU1BbjzMTWqFGhtFyu9/EqZlhYGN6+fctVTFKY8+fPw9HREZmZmdixYwe6du0qdCRSAiyURERf4Xc5Bh4Hb8ntekv7WmBQcyO5Xe9jUqkU9+/fR1hYWL6rmC1atMD333/9sTvR57x+/RpDhw6Fv78/Jk+ejEWLFkFHR0foWCQgFkoionysDXiEFacfFvk6v3Y0wzh7EzkkKhyuYpIiyGQyeHl54bfffkPjxo3h5+eHOnXqCB2LBMJCSURUAH6XYzD76B1IpLJCvVOpJRZBWyzCvJ7mCl2ZLIycVcwPCyZXMelb5ZywEx8fj82bN2PQoEFCRyIBsFASERVQbGIqPA/dQlDka2iJRV8tljmftzWphEV9LOT2zqSivHnzBpcuXfpkFVMsFueuYuYUTa5i0sfevXuH0aNHY/fu3RgxYgS8vLxQurRy/5on+WKhJCIqpEevkuEbHoOAh/GISUjFh/8SFQEwqlga9qb6cLIyync0kLL6eBUz511MAFzFpM+SyWTYtm0bXF1dYWxsjD179sDCwkLoWFRMWCiJiIogJUOCqIQUZEqk0NEWw7iiLnRLagsdSyEKsoqZ81G3bl2uYmqoe/fuYdCgQXj06BFWrVqFX375hb8WNAALJRERfROuYtKXpKWlYfLkydiwYQMGDBiATZs2oVy5ckLHIgVioSQiIrnhKiZ96MCBAxg+fDjKly8PPz8/WFoWfqA/qQYWSiIiUpivrWJWrFgRVlZWuSuZXMVUT1FRURg8eDCuXLmChQsXYsqUKRCLxULHIjljoSQiomL15s2b3LmYYWFhXMXUAFlZWZg1axaWLFmCTp06wdvbG/r6+kLHIjlioSQiIkFxFVNznD59Gs7OzhCLxfDx8UH79u2FjkRywkJJRERK58NVzNDQUISHh3MVU03ExcXB2dkZZ8+exbRp0zB37lxoa6vnZARNwkJJRERKryCrmDkFs3nz5lzFVHJSqRTLli3DjBkzYGlpid27d8PISDlOkqJvw0JJREQqiauYqi8kJASDBw/Gu3fvsHXrVvTp00foSPSNWCiJiEgtSKVS3Lt3L3ezz9dWMVu0aIEyZcoInJgAICkpCSNGjMDBgwcxbtw4rFixAqVKlRI6FhUSCyUREamtr61iWlhY5CmZXMUUjkwmw59//omJEyeiXr162LNnD8zMzISORYXAQklERBrjw1XMnJVMrmIqj5s3b2LQoEGIjY3FunXr8NNPPwkdiQqIhZKIiDRafquYOQXTysqKq5jFICUlBePHj8e2bdvg5OSE9evXc5OVCmChJCIi+sDHq5ihoaG4d+8eAK5iFidfX1+MHj0aVatWxZ49e9C0aVOhI9FXsFASERHl4+NVzLCwMLx79+6TVUxra2uYmJhwFVNOHj16BAcHB9y+fRvLly/H+PHj+fdWSbFQEhERFRJXMYtPRkYGPDw8sGrVKvTo0QPbtm1DxYoVhY5FH2GhJCIikoOkpCSEh4fnjiziKqZ8HTt2DEOHDkXp0qWxa9cu2NraCh2JPsBCSUREpABcxZS/Z8+ewdHREcHBwZgzZw48PT2hpaUldCwCCyUREVGxyVnF/HBHOVcxCyc7Oxvz58/H/Pnz0bp1a+zcuROGhoZCx9J4LJREREQC+doqZqVKlXJXMa2srLiK+ZHz58/D0dERmZmZ2LFjB7p27Sp0JI3GQklERKREuIpZcK9fv8bQoUPh7++PyZMnY9GiRdDR0RE6lkZioSQiIlJiUqkUd+/ezd3s86VVTGtrazRv3lzjVjFlMhlWrVqFqVOnonHjxvDz80OdOnWEjqVxWCiJiIhUDFcxP3XlyhU4ODggPj4emzdvxqBBg4SOpFFYKImIiFRczipmzrgiTV3FfPfuHUaNGgU/Pz+MGDECXl5eKF26tNCxNAILJRERkRr62ipmo0aNcjf7qNsqpkwmw7Zt2+Dq6opatWphz549aNiwodCx1B4LJRERkQbIzs7Os6M8LCxMrVcx7927h0GDBuHRo0fw8vLCyJEj1aY0KyMWSiIiIg1VkFXMnJVMVVzFTEtLw+TJk7FhwwYMGDAAmzZtQrly5YSOpZZYKImIiAjAp6uYoaGhuH//PgDVXsXcv38/RowYgfLly8PPzw+WlpZCR1I7LJRERET0RYmJibh06VK+q5jW1taoU6eO0q5iRkVFYfDgwbhy5QoWLlyIKVOmQCwWCx1LbbBQEhERUYGp8ipmVlYWZs6ciaVLl6JTp07w9vaGvr6+0LHUAgslERERFUliYmLuu5hhYWFKv4p5+vRpODs7QywWY+fOnWjXrl2hr5GSIUFUQgoyJVLoaIthXFEXuiW1FZBWNbBQEhERkVzlt4r54cgioVYx4+Li4OzsjLNnz8LT0xNz5syBtvbXC+GjV8nwDY9BwIN4xCSm4sMCJQJgVKE07M304WhphLpVvldofmXDQklEREQK9+EqZs67mMnJyYKuYkqlUixbtgwzZsyAlZUVdu3aBSMjo0++LjYxFZ6HbiEo8jW0xCJkS79cnXI+b2tSCYv6WKBGBc0YrM5CSURERMXua6uYlStXzvMu5o8//qjQVcyQkBAMHjwYycnJ+Ouvv9CnT5/cz/ldjsHso3cgkcq+WiQ/piUWQVsswtye5nBo/mlJVTcslERERKQUvrSKqaWl9ckZ5fJexUxKSsLw4cNx6NAhjBs3DitWrMCW0FisOP2wyNee0tEUrvZ15ZBSebFQEhERkVIqzCpm8+bNoaurW6T7yWQybNiwAZMmTUKt9k5Is+iT/zcV0NK+FhikxiuVLJRERESkMr62itmoUaM8JfNbVzFPX7yKX47EQibWltsqaEltMc5MbK2271SyUBIREZHKys7Oxt27d3NHFsljFdP5r3CEPH6NbDk2JC2xCC1rV4TPcPU8pYeFkoiIiNRKUVYxH71KRodVgQrLdmaiHUz01W+kEAslERERqbUPVzFzPh48eADg01XMfxLLwe/qi0Lt6C4oLbEIzpY1MaenudyvLTQWSiIiItI4X1rFrDZqM7TLGyjsvjUrlsaFKfYKu75QWCiJiIhI42VnZ+PKjdsYtC8W/517oxgiALfndFK7YxrFQgcgIiIiEpqWlhbKVDWGIsskAMgARCWkKPQeQmChJCIiIgKQKZGq1X2KEwslEREREQAd7eKpRcV1n+Kkfj8RERER0Tcwrqir4Afe/z1QN65YtBN9lBELJREREREA3ZLaMFLwSTZGFUur3YYcgIWSiIiIKJe9mT60xIpZp9QSi2Bvqq+QawuNhZKIiIjofxwtjRQy1BwAsqUyOFkZKeTaQmOhJCIiIvqfulW+h61JJbmvUmqJRbA1qaSWxy4CLJREREREeSzqYwFtORdKbbEIi/pYyPWayoSFkoiIiOgDNSqUxlw5n7c9r6c5aih4w4+QWCiJiIiIPuLQ3AhTOprK5Vq/djTDoObq+e5kDp7lTURERPQFfpdjMPvoHUikskJt1tESi6AtFmFeT3O1L5MACyURERHRV8UmpsLz0C0ERb6Gllj01WKZ83lbk0pY1MdCrR9zf4iFkoiIiKgAHr1Khm94DAIexiMmIRUfFigR/htabm+qDycrI7Xdzf0lLJREREREhZSSIUFUQgoyJVLoaIthXFFXLU/AKSgWSiIiIiIqEu7yJiIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIiYaEkIiIioiJhoSQiIiKiImGhJCIiIqIi+T8yk7wk6FCdjwAAAABJRU5ErkJggg==", ->>>>>>> dev "text/plain": [ "
" ] @@ -150,11 +141,7 @@ "outputs": [ { "data": { -<<<<<<< HEAD - "image/png": 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", -======= "image/png": 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QhJIQqO2Mkbwis470uX37NgYNGoQ3b97AycmpXtfw8fHByJEjcfToUalZyiSkj42NDXr27ImjR48yHYpIMTEx6NmzJywtLXHv3j2oq5NSWIR8IAmlgovPKMS5l6kIjM1Eaq6IPW1t1OFmqQ1PZwOY68hHhxL+rOPX5Xn4s45NmzYFm82uljiSWceG8fT0REhICCIiIho0uzhr1iycO3cOb968gaWlpRgjJOTBx48f0b59e1y8eBFjx45lOpwavXr1Cj/88ANcXV3h4+ODRo0aMR0SQTQYSSgVVFpuCdb4hONxQrbgVG1Nqp663T6CLVPFpWs76/h1Nxky6yg+hYWF0NHRwbp167B69eoGXau4uBgdOnRA8+bN8ezZM6iqqoopSkIenD17FpMnT0ZmZia0tLSYDueb7t69i8GDB2PChAk4efIk+cwhZB5JKBWQ9+vU+tUFVGJBRYmFTe628JCyItNk1lF6nTlzBlOmTEFKSgoMDBr+vgkODkbXrl2xbNky7Ny5UwwREvJiypQpCAsLw9u3b5kOpVYuXLiACRMmYPny5di9ezfT4RBEg5CEUsEcCIxvUOcSvuX9LTDfzVwMEdXd92YdjY2NRfawJjMAzOjfvz8qKirw4MEDsV1z165dWL16Ne7fvw83NzexXZeQXRRFQV9fHx4eHtizZw/T4dTaX3/9hUWLFuG3337DihUrmA6HIOqNJJQKxPt1qlh7K+8ayaa1HV5dZx0dHBxgZ2dHZh2lyMePH6Gvr48jR45gxowZYrsuj8dD3759ERcXh7CwMHJalkBMTAysra1x+/ZtDBw4kOlw6uTXX3/Ftm3bcPLkSfz0009Mh0MQ9aI4R3gVXFpuCTb4Ror1mut9I9HdVFMseyqrzjryE0dRs46zZ88ms44y5MKFC2jUqBFGjx4t1usqKSnhzJkzgr7mly9fJqWEFNz9+/fRqFEjuLi4MB1KnW3ZsgWZmZmYMWMGNDQ0MHToUKZDIog6IzOUCmLSiZd4lpRTpz2T36OsxEJ3Ew2cne5c6+fUdtbx67qOLVq0EFvchOQ4OTnBzMwMly9fpuX6V69exejRo3H8+HFMnz6dljEI2TBixAjk5ubi4cOHTIdSLxwOB2PHjsXt27dx79499OzZk+mQCKJOSEKpAOIzCtFv7yParu+/pJegTV5VGRkZQonj17OOX9d1JLOO8iMiIgJsNhv//fcfhg0bRts4M2bMwIULF/D27VtYWFjQNg4hvbhcLjQ0NLB06VKsX7+e6XDqraysDAMHDkRoaCgePXoENpvNdEgEUWskoVQAG30jcfZlilhnJ/mUlViY0FkPY0xQLXkMDQ1FZmYmgOqzjlVPWJNZR/m2atUqHDt2DJ8+faK1vE9RURE6dOiAli1b4unTp6SUkAJ69eoVnJ2d8fTpU3Tv3p3pcBokPz8fvXv3RlZWFp4+fQojIyOmQyKIWiEJpQLovTsQKbkltF2fk/cRH47MAkBmHYkveDweDA0NMXToUBw6dIj28V6/fo3u3btjxYoV2L59O+3jEdJlx44d2LFjB3JycuSiSHh6ejp69OgBFRUVPHnyROprahIEQBJKuVdUzgF7ox/o/UumcGJgK3R2siezjgQA4MGDB3Bzc5PojNGOHTuwdu1aBAQEwNXVVSJjEtKhT58+UFdXx/Xr15kORWwSExPRo0cP6OvrIyAgAM2by0enMkJ+kWkjOZeSU0xzMgkALOiakyVs4n/Onj0LExMTdOvWTWJjrly5Er169cKkSZOQl5cnsXEJZpWWluLp06fo27cv06GIlampKW7fvo3Y2FiMHDkS5eXlTIdEEN9EEko5V8HhydU4hPQrLS3FlStXMHHiRImW8lFWVsbZs2dRVFSE2bNngyy+KIanT5+ivLwcffr0YToUsXNycoKvry8ePXqEKVOmgMvlMh0SQdSIJJRyTlVFMn/FkhqHkH43btxAQUEBJk6cKPGx9fX1cfToUVy+fBmnT5+W+PiE5Pn7+0NHRwe2trZMh0ILV1dXXLhwAZcvX8aiRYvIjRIhtUgWIOeMNJqC7jki1v+PQxDAl+VuZ2dnmJsz05pzzJgx+OmnnzB//nwkJCQwEgMhOffv30efPn3kurD9yJEjcfjwYRw8eBBbt25lOhyCEIkklHKuqZoKDMTQyeZbDDTU0VSNNF0igOzsbNy+fZuR2cmq/vrrL+jq6sLT01NQ95SQP7m5uQgODpa7/ZOizJo1C1u2bMH69evx999/Mx0OQQghCaUCcLPUhrISPXfvykosuFlo03JtQvZcunQJADBu3DhG42jevDnOnz+P4OBgbNq0idFYCPo8ePAAFEXJ5f5JUdauXYsFCxZg7ty5uHLlCtPhEEQ1JKFUAJ7OBrQUNQcALo/CxK4GtFybkD1nz57FwIEDpaJuXpcuXbBp0yZs374djx7R1ymKYI6/vz/Mzc1hYKAYn0EsFgt79+6Fh4cHPD09ERAQwHRIBCFAEkoFYK7THC5mmmKfpVRWYsHFTFNk20VC8SQkJODFixeML3dXtWrVKvTs2RMTJ07E58+fmQ6HEDN/f3+FmZ3kU1JSwqlTp+Dq6orhw4fjzZs3TIdEEABIQqkwto9gQ0XMCaWKEgvbR5Bes8QX586dQ/PmzeHu7s50KALKysrw8vJCQUEBfv75Z3JCVo6kpqYiPj5eIfZPfk1VVRVXr16FtbU1fvzxR3L4jJAKJKFUEPpt1LHJXbxlNTa720Kf5gM/hGygKApnz57F6NGj0aRJE6bDqcbAwABHjhzBxYsXcfbsWabDIcTk/v37YLFYcHNzYzoURjRr1gw3b95E69at0b9/f3z69InpkAgFRxJKBeLR2QDL+1uI5Vor+ltiXGfF2LdEfN/Lly+RmJgoVcvdVY0bNw6TJ0/GvHnzkJiYyHQ4hBjcv38fHTp0QJs2bZgOhTGamprw8/NDRUUFBg4cSLZ1EIwiCaWCme9mjp0j2VBTYYHi1bHrAo8LNRUl7BrJxjw3M3oCJGSSl5cX2rdvj969ezMdSo32798PbW1tUkpIDlAUhfv37yvkcvfXDA0N4efnh7S0NLi7u6O0tJTpkAgFRRJKBeTR2QCDWW9RmRYBAN89rMP//dKUUEzX/UhmJolqKioq4O3tDU9PTygrKzMdTo1atGiBc+fOISgoCFu2bGE6HKIBoqKikJ6ernAHcmpia2uLGzduICgoCOPHjweHw2E6JEIBkYRSARUXF+P0wT8wRisD9xb3wiRnQxhqqAt11GEBMNRQxyRnQ/gv6YXB6snYuW4FMjMzmQibkFJ+fn7IycmR2uXuqrp27YoNGzZg27ZtePLkCdPhEPXk7+8PNTU19OzZk+lQpEb37t1x+fJl3Lhxg/SyJxjBosi7TuHs27cPy5YtQ2JiIgwNDQX/f3E5B+9yilHB4UFVRQlGGk2rdcDJysqCpaUlhg0bhpMnTzIROiGFxo4di7i4OISEhDAdSq1wuVy4uroiLS0NISEhaNWqFdMhEXXk7u6OoqIiUodRhDNnzmDKlClYvXo1tm/fznQ4hAIhM5QKprKyEr///jvGjx9fLZkEvrRptG3XEk4GrWHbrqVQO0UtLS3s3LkTp06dwuPHjyUZNiGl8vPz4evrKxOzk3zKyso4e/Ys8vLyMHfuXDKTI2MqKyvx4MEDsn+yBpMnT8aePXuwY8cO7N27l+lwCAVCEkoFc+HCBaSlpWHlypX1ev6MGTPQpUsXzJ07lxxsIHD16lVUVFRg/PjxTIdSJ0ZGRvj7779x4cIFnDt3julwiG8oLucg8mM+3qbmIfJjPh4/f4XCwkKyf/Ibli1bhpUrV2LJkiXk/U1IDFnyViA8Hg/29vYwMjLCjRs36n2dt2/folOnTti1axeWL18uxggJWePm5gYVFRXcu3eP6VDqZdKkSbh27RpCQkJgYmLCdDjE/4vPKMS5l6kIjM1Eam4Jqn9JUeDmZ2LqgM6Y1NUI5jqkU5coFEVh2rRp8PLygq+vL3788UemQyLkHEkoFciNGzcwdOhQPHr0CC4uLg261qJFi3DixAlER0dDX19fTBESsiQ1NRWGhoY4deoUpkyZwnQ49VJQUABHR0fo6uri0aNHUFFR+f6TCNqk5ZZgjU84HidkQ1mJBS6v5q8n/u+7mGli+wg2abIgAofDwYgRIxAQEID79++ja9euTIdEyDGSUCqQnj17gqIoPHnyBCxWw9ow5ufnw8rKCj169MCVK1fEFCEhS3bt2oVNmzYhIyMDzZvL7izRs2fP0KtXL/z666/YuHEj0+EoLO/XqdjgGwkOj/pmIvk1ZSUWVJRY2ORuCw9S0kxISUkJ+vfvj+joaDx58gTW1tZMh0TIKbKHUkE8ffoUT58+xS+//NLgZBIAWrZsiT/++ANXr17F7du3xRAhIUv4rRaHDx8u08kk8KXcyrp167BlyxY8e/aM6XAU0oHAeKz6NxzlHF6dkkkA4PIolHN4WPVvOA4ExtMUoexSV1fH9evX0a5dO/Tv3x9paWlMh0TIKTJDqSDc3d2RmJiI8PBwKCmJ5z6Coij069cPycnJiIiIkLoezgR9QkJC4OTkhJs3b2LQoEFMh9NgHA4HvXv3xsePHxESEoKWLVsyHZLC8H6dilX/hovtertGsknzBRE+fvyI7t27o0mTJnjy5Ak0NDSYDomQM2SGUgFERETg+vXrWLFihdiSSQBgsVg4ePAg0tLSsHPnTrFdl5B+Xl5e0NLSQr9+/ZgORSxUVFTg5eWF3NxczJ8/n+lwFEZabgk2+EaK9ZrrfSORllsi1mvKg3bt2uHu3bvIzs7G4MGDUVxczHRIhJwhCaUC2L17N/T09DBhwgSxX9vS0hIrV67Ezp07ER9PlpsUAZfLxfnz5zF+/Hg0atSI6XDExtjYGIcOHYKXlxfOnz/PdDgKYY1PODh1XOL+Hg6Pwhof8c14yhMLCwvcvn0bkZGRGD16NCn9RogVSSjlXGpqKs6fP4+lS5dCVVWVljHWrFmDdu3aYf78+aRItAIICAjAp0+fZKqYeW15enpiwoQJmDNnDpKTk5kOR67FZxTicUJ2nfdMfg+XR+FxQjYSMgvFel150alTJ/j4+OD+/fuYOnUqeDwe0yERcoIklHLujz/+QPPmzTFz5kzaxlBXV8f+/ftx9+5dcuJbAXh5ecHCwgKdOnViOhRaHDp0CK1bt8akSZPA4XCYDkdunXuZCmWlhh8QFEVZiQWvF6m0XFse9O3bVzATv2zZMjIRQIgFSSjlWE5ODo4dO4b58+ejWbNmtI41ZMgQDBs2DIsXL0ZBQQGtYxHMKS4uxtWrVzFp0iSxVAuQRi1btsS5c+fw/Plz0guZRoGxmWKfneTj8igExmXScm15MXbsWBw4cAB79+7Frl27mA6HkAMkoZRjBw8eBEVRWLBggUTG27dvHz5//kxq+cmxa9euobi4mJb9uNKkR48e+PXXX7F582Y8f/6c6XDkTlE5B6k0H5xJzSlBcTmZYf6WuXPnYv369Vi9ejVOnDjx3cd/3QaT/PkSVZGyQXKquLgYhoaG8PDwwIEDByQ27q5du7B27VoEBwfDwcFBYuMSkjFo0CAUFBTgyZMnTIdCOw6HAxcXF2RkZCAkJAQtWrRgOiS5EfkxH4P30/8eurmgJ2zbkRJQ30JRFObOnYujR4/i6tWrGD58eLXf/1YbTBYAgzbqcLPUhqezAWmDqeBIQimn9u/fjyVLliA+Ph7GxsYSG7eiogKOjo5o3bo1Hj9+LNYyRQSzMjIy0L59exw8eBCzZ89mOhyJSEpKgoODA0aOHInTp08zHY7ceJuahxGH6S8i7zOnO5wMWtM+jqzjcrnw8PDA9evXcffuXfTq1Yu0wSTqjCSUcqiyshLm5ubo0aMHzp07J/HxHzx4ADc3Nxw/fhzTp0+X+PgEPfbt24cVK1YgPT0dbdq0YTociTlz5gymTJmCCxcuwMPDg+lwZFZRURHi4uIQGxuL5zFp8K2wpX1MMkNZe+Xl5Rg0aBCCg4Ox9p9bOP42n7TBJOqEJJRy6Ny5c5g4cSJCQkIYW3aePHkybt68idjYWGhqajISAyFenTt3hp6eHnx8fJgORaIoisKECRNw+/ZthIaGwtDQkOmQpBaXy0VqaipiY2OFfj58+CB4nFZbPahPPgzQeLCLBSBi4wA0VVOhbQx5U1BQAOdpG1Bq3rfB11re3wLz3czFEBUhK0hCKWcoioKDgwPat2/PaI/tjIwMWFpaYsyYMTh27BhjcRDiERMTA2tra1y9ehUjR45kOhyJ+/z5MxwcHGBoaIjAwEAoKyszHRKj8vLyRCaNCQkJKC8vBwCoqanB3NwclpaW1X4sLCzQunVr9N4diBQaD+YYaqjj4XI32q4vj0gbTKIhyK2bnLl9+zbCw8Oxf/9+RuPQ0dHB9u3bMW/ePEybNg3dunVjNB6iYby8vNCqVSu56NtdH61atYKXlxdcXV2xY8cO/Prrr0yHRLuKigokJSUJJY1xcXHIysoSPE5PTw+Wlpbo3bs3Zs2aJUgaDQwMvpl4u1lq4+zLFFpKBykrseBmoS3268ozutpgdjfVJHsqFQSZoZQzvXv3Rnl5OZ4/f854nUAul4uuXbuisrISQUFBUFEh9y+yiMfjwdTUFP369cPRo0eZDodR69atw44dO/D06VM4OzszHU6DURSFjIyMaski/7+TkpLA5XIBAM2aNas2w1j1v5s2bVqvseMzCtFv7yNxvpxq/Jf0gpk2OXVcW5NOvMSzpByxJvjKSix0N9HA2emy/2+F+D6SUMqR58+fo3v37vj3338xYsQIpsMBAAQFBaFLly74448/sHjxYqbDIerh8ePH6NWrFx49egQXFxemw2FUZWUlXFxckJWVhZCQEDRvLhsJS0lJCeLj46sljPwffiMCJSUlGBsbV0sY+T9t27al5QaVJDHSgST3hDiQhFKODB8+HDExMYiKipKqcj3z5s3DmTNnEBMTg/bt2zMdDlFHs2fPhp+fH5KSkqTqfcWUxMREODo6YvTo0Th58iTT4QjweDy8f/9e5N7G1NT/tSFs06aNUMJoaWkJU1NTqKmpSTTmtNwS9P3zIco54usnraaiBP8lvckyax1s9I2kdfvBJGdDbHSn/1Q/wSySUMqJ6Oho2NjY4MSJE5g2bRrT4VSTl5cHKysruLm5wdvbm+lwiDooLy+Hrq4u5s6di23btjEdjtQ4deoUpk6diosXL2Ls2LESHbugoEBk0hgfH4/S0lIAQKNGjWBmZiYycdTQ0JBovN9DDoIwjxyQIsSBJJRyYtq0aYJZJEnPMtTG2bNnMXnyZNy9exf9+vVjOhyilv7991+MGjUKUVFRsLa2ZjocqUFRFDw8PHD37l2EhobCwEC8CQyHw0FycrLQYZjY2Fikp6cLHte2bVuRSaOhoaFM7Vk+EBiPPXfj6v18iqLAYrGwor8l5rmZiTEy+VdUzgF7ox/oTARICSfFQBJKOfD+/XuYmJhg+/btWL58OdPhiERRFNzc3PDx40eEhYWhcePGTIdE1MLIkSORmpqKoKAgpkOROnl5eXBwcICxsTECAgLqXEqIoihkZ2cLHYaJjY1FYmIiKisrAQDq6upCB2H4v8pTO0jv16nY4BtZr2LaFKcS+QHH8OCfHWCz2TRGKX9IG0xCXEhCKQeWLVuGf/75BykpKVL9BRMVFQUHBwesX78e69atYzoc4jtyc3PRtm1b7Nq1ixyoqsHDhw/h5uaGbdu2YfXq1SIfU1ZWhsTERJHL1Hl5eQAAFosFQ0NDoVPUlpaWaN++vcLsXa3a7o8FChRqPghUtd3fuoFmGDu4DwoLC/H69WuF6uRUX/wbGr+gWPz6KJ/28UgbTPlHEkoZl5ubC0NDQyxcuFAm9ritWrUKe/fuRWRkJExNTZkOh/iGI0eOYN68efjw4QN0dHSYDkdqrVmzBr/99huuXbuGJk2aCCWNKSkp4PG+HDpp2bKlyCVqMzMzNGnShOFXIj3iMwoxds1+FLUwBKdxq2rLsSwABhrqcLPQxsSuBoLTw8nJyejUqRO6dOmCGzduKHzxeeBLVYKUlBQkJSUhMTGx2q9JSUkoLCxEI21jtJtGf91iMkMp/0hCKeO2bt2KrVu3IiUlRSa+9IuLi2FtbQ02m40bN24wXiuT+KK4nIN3OcWo4PCgqqIEI42mGNjXDc2aNWO045K0qdqPuupPaGioIGlUUVGBiYmJyMRRS0uLvOdrobKyEq1bt8b69esxb9FSofdmTXvx7t27h4EDB2LVqlUycYMtDp8/fxaZMCYmJiI1NbXa+9LQ0BCmpqYwMTER/NrOwBjjr34keyiJBiN/uzKstLQUf/31F6ZNmyYTySQANG3aFH/99RdGjBiB//77T2rqZSqi+IxCnHuZisDYTKTmlgh9oVTaTkYvMw3EZxTCXEdxashxuVykpKSILPZdtR+1trY2LC0t0bFjR/Tv3x979+7FkCFDcOHCBTRq1IjBVyD7Xr9+jeLiYri5uaGpmkqtZ7b69euHHTt24JdffkHHjh3lok0ol8vF+/fvhWYX+f+dm5sreGzLli0FieK4ceOqJY76+vo1HtQyCPxM6ylvAw11kkwqADJDKcMOHTqEBQsWID4+HiYmJkyHU2sURcHd3R0hISGIjo5Gs2bNmA5JoVTdp8bfh1YTZRbApQAXM01sH8GWq9p+ubm5Ig/EVO1H3bhxY6F+1Pw9jq1atap2vX/++QfTp0/H5cuXMXr0aAZekfzYunUr9uzZg+zs7DqfVqcoCuPGjcPt27fx8uVL2NjY0BSl+BQVFSE5OVnkLOO7d+8EB7RYLBb09fWFZhn5/926det6zYCTOpSEOJCEUkZxOBxYWFigS5cuMlnbMTk5GTY2NliwYAF+++03psNRGA05SauixMImd1t4yFCNv5r6UcfGxiI7O1vwOH19fZGtBQ0MDGp9IIaiKIwdOxb+/v4ICwuDvr4+XS9L7vXp0wdNmzaFr69vvZ5fVFSEbt26oby8HK9fv0bLlszu3aMoCp8+fRKaXeT/mpGRIXisurq6UMLI/9XQ0JCWsnCkUw4hDiShlFEXLlzAhAkT8ObNGzg5OTEdTr1s27YNGzduxNu3b2FnZ8d0OHKvobX++Jb3t8B8N3MxRCQeX/ejrvqTnJws6EfdvHlzkaeozc3N692P+mu5ublwcHCAmZkZ/P39ycGQeigrK0OrVq2wc+fOBlUXSEhIQOfOneHi4oL//vuP9pPyZWVlePfunchZxuTkZEHReeBL/dCaZhm1tbUZ2WdL2mASDUUSShlEURScnJygo6MDPz8/psOpt/Lycjg4OEBbWxsPHz4khxVoJA/dSPj9qEUV+/66H7WoAzG6uroSeY8FBgaiT58+gr18RN08ePAAbm5uCAkJgYODQ4OudevWLQwZMgQbNmzAhg0bGnQtiqKQk5MjMmFMSkrChw8fwP86VVNTg7GxschZRmNjY6irS9/WEdIGk2goklDKID8/PwwcOBD379/HDz/8wHQ4DXL//n307dsXp06dwpQpU5gORy7J0hcFj8dDWlqayL2NVftRa2hoiEwaTUxMpKJT1KpVq/D777/j+fPn6NSpE9PhyJQNGzbg4MGDyMzMFMus4rZt2/Drr7/i2rVrcHd3/+ZjKysrkZqaKrLETmJiIgoLCwWP1dTUFJkwmpqaol27djJZO1QebjwJ5pCEUga5ubmhqKgIr169kotZvQkTJsDf3x8xMTGkIDENpHEpqzb9qFVVVUX2o7awsJC6ftRfq6ioQPfu3VFQUIC3b9+KbUldEbi4uEBHRwdXrlwRy/V4PB5GjRqFgIAAvHr1Crq6ujXOMqampgq2SPDL7IhKGk1MTKS6iURDNHhrDEUBpA2mQiIJpYx59eoVnJ2dceXKFYwaNYrpcMTi06dPsLS0hKenJw4fPsx0OHKFyc32ovpR83+qHkJo166dyFPURkZGMr0HMTY2Fh06dMCECRNw7NgxkY8RVf9TkcurFBcXo3Xr1vjzzz8xb968el2Dy+Xiw4cP1ZLF2NhY3Lp1CxUVFYK6jADQokULmJqaipxl/FaZHXlX38N7SgA4leX4oUU2Tq2fRV+AhFQiCaWMGTVqFMLDwxEdHS3TX7Zf++uvv7B48WK8ePECXbp0YTocuUF3OZCJzgaY301HKGGMi4sT6kct6kCMhYUFmjeX39Ofx48fx8yZM3H16lVBTcRv1f9kATBoow43S214OhsoVP1PALh79y4GDBiAqKgoWFtb1/i44uLiGk9Mv3v3DhUVFQD+V2bHxMQEGhoauHHjBuzt7bF//36YmZmhTZs2crHKQ4eq5cUoHhcspZq/b6q2wWydcAeHdm/Bo0eP0L17dwlGTDCNJJQyJDY2FtbW1jhy5AhmzpzJdDhixeFw0LlzZygpKeHVq1dylSwzqffuQFoLFnPz0/H+8AwA1ftRf/3Tvn17hfzipigKo0ePxoMHD3DnyWv89SyrdvU/q3xBy1v9z29ZvXo1Tp06hQ8fPiAjI0NkIe/ExEShMjs17WX8usyOr68vhg0bhm3btmHNmjVMvESZ8/Mvm3Aj5jNMe7qLvgH6qg0mh8OBq6sr0tLS8PbtW7KNSYGQhFKGzJgxAzdv3kRycjIaN27MdDhi9/LlS3Tr1g1//fUX5s+fz3Q4Mq+onAP2Rj9aW6oBFLY7lcPe5ks/anl8XzZUTk4OHEfNhYrzeCipqCpE/c/aKC8vR3JycrVk8dSpU+DxeKisrBQqsyOqxI6JiQl0dHTqdLOyYcMGbNmyBbdu3cLAgQPpeGlyxdHREfb29jhz5kytt2ikpaXB0dERLi4u8PHxUcibSUVEEkoZ8fHjRxgbG2PLli1YuXIl0+HQZvbs2fD29kZsbCx0dXWZDkemRX7Mx+D9T2gf5+aCnrVujaeI+IccKIpq0BertNX//B5+mZ2a+kxXLbOjqqoKAwMDJCYmwtXVFe7u7oKkUdxldng8HoYNG4YnT54gKCgIpqamYru2vElPT0fbtm3h5eUFT0/POj33+vXrcHd3x759+7Bw4UKaIiSkCUkoZcTKlStx5MgRpKamMt71gU45OTmwsrLCgAED4OXlxXQ4Mu1tah5GHH5G+zg+c7rDyaA17ePIInkvw8IvsyMqaUxKShLUBwW+lHqqqQNM+/btcfv2bQwZMgTx8fEwM6P3dPDnz5/RpUsXqKmp4fnz56T9aw3OnDmDKVOmICMjA9ra2nV+/tKlS3HgwAE8e/aMlM9SACShlAGfP3+GgYEB5s6di507dzIdDu1OnjyJadOmISAgAG5ubkyHIzMqKysRGxuLkJAQhIaG4mXsB6Ta1m1WoT7IDKVoslT/81vy8/NrnGWsWmZHWVkZhoaGIpNGY2Pj794IL1u2DJcvX0ZKSopElkgjIyPh7OyMwYMHw9vbmyzLiuDp6YmYmBgEBwfX6/kVFRXo0aMH8vLy8ObNG7kttUR8QRJKGbBjxw5s2rQJycnJaNu2LdPh0I7H46F3797Izs5GaGgoVFVVmQ5J6nz+/BmhoaEIDQ0VJJARERGC063Gxsawc+yIMMsp+LJ1nh4sABEbByh0qZuaSGP9T1H4ZXZEFfJOSkpCTk6O4LH8MjuiZhkNDAwaVGanQ4cOYLPZOH36tDheVq1cvXoVo0ePxu7du7F8+XKJjSsLeDwedHR0MHPmTGzfvr3e10lMTESHDh3w448/4sKFCyRxl2PkW0DKlZaWYt++fZgyZYpCJJPAl/Z5hw4dgpOTE37//XesXr2a6ZAYQ1EUkpOTqyWOISEhSElJAfClxZudnR2cnJzw008/CTbQ82eD6D7lbaChTpJJEeIzCvE4IVvs1+XyKDxOyEZCZmGN9T9FKS4uRnJysshZxq/L7Ojp6cHU1BRsNhvDhw+vljTSVWYnNzcXISEhWLRokdiv/S2jRo3C6tWr8csvv8DR0RF9+/aV6PjS7O3bt8jOzsaAAQMadB1TU1McO3YM48aNQ58+feSuQgnxP+SbQMqdPn0amZmZCnf3zGazsXjxYmzZsgXjx4+HkZER0yHRrrS0FJGRkYKkMSQkBGFhYYJ9aFpaWnB0dMTYsWPh4OAAR0dHWFpafnNWyM1Sm9Y6lG4Wdd9XpQjOvUz9bmmg+lJWYsHrRSo2utsK/j+KopCenl7jLGN6errgsfwyOyYmJhg8eHC1hNHIyIiR1pUPHz4ERVGMbHHZsmUL3rx5g3HjxiE4OFghPmtqw8/PD82aNUO3bt0afK2xY8ciMDAQCxcuRNeuXcFms8UQISFtyJK3FONyubC0tISTkxMuX77MdDgSV1hYCGtra3Ts2BHXrl1jOhyxysjIEJp1jI2NBZfLhZKSEiwsLODo6ChIHB0cHKCrq1vn2SEmO+UoMrpnhlspV8Kt+GG1pLFqmR1dXV2RJXZMTU3rXGZHEhYuXIibN28iMTGRkfFzc3PRuXNntGjRAk+fPhXrqXJZ1bt3b7Rq1Upsn72lpaXo2rUrKioqEBQURNqRyiGSUEqxS5cuYdy4cXj9+rXCnpC7cuUKxowZg2vXrsHd3Z3pcOqMw+EgPj6+WuIYGhoqmDFq1qwZHBwcqiWOdnZ2Yv1Ck5W9fPJCEvU/KYpC4+trYGqoJ7SX0djYWOa+rO3s7NCtW7caW1RKQlhYGLp164YRI0bg7NmzUpd0S1JBQQE0NDSwb98+zJ07V2zXjYmJQceOHTF27FicPHlSbNclpANJKKUURVHo2LEj2rRpA39/f6bDYQxFURg0aBCio6MRGRkp1V+UBQUFCAsLq5Y4hoeHo6ysDABgYGBQLXF0dHSEsbExlJSUaI1LXk4bywpS/7NuMjIyoKuri3PnzmHChAmMxuLt7Y3x48dj7969Et/PKU2uXbuG4cOHIyEhQex1OvmliM6cOYNJkyaJ9doEs8geSinl7++Pt2/f4u7du0yHwigWi4X9+/fDzs4O27Zta9BpQ3GhKAqpqalCS9ZJSUkAgEaNGsHW1hYODg6YMGGCYAaSqRZk+m3UscndVqz1EDe725JksgYVYkzcpWEcuj148AAApKJEmIeHB4KCgrBs2TI4ODjA1dWV6ZAY4efnB1NTU1qKvk+ePBkBAQGYM2cOunTpAktLS7GPQTCDzFBKqb59+yIvLw9BQUEKvfTCt2nTJmzbtg2hoaGwtraW2Ljl5eWIiooSWrL+/PkzgC/Fmr+edbSyspLKUkf8ji31RwFgYUV/S8xzo7fwtCwpLy9HbGwsoqKiEBkZiaDEdEQbDqd9XHmZofz555/x8OFDREdHMx0KgC/bVAYMGIDw8HAEBwdDX1+f6ZAkztTUFAMHDsTBgwdpuX5RURE6d+4MVVVVvHjxAk2aNKFlHEKySEIphYKCgtC5c2dcvHgRY8eOZTocqVBWVgY2mw19fX3cv3+fliQ7OztbKHGMjo4Gh8MBi8WCmZmZ0EGZ9u3by1TC7/06FRt8I8HhUXXaU8kCBW5lBaY5NMPGSf1pjFB6lZWVIS4uDpGRkYiMjBQkkImJiYLi3rq6urBmOyKpwzyAxveFPNX/tLS0RJ8+fXDo0CGmQxHIzs5Gp06doKWlhcePHytUj/qEhASYm5vTvm89LCwMzs7OmDp1qlT93RP1RxJKKTRmzBi8ffsWsbGxUFZWZjocqXH37l1BS8a69pWtisvlIjExsVryGBISgo8fPwL4UlbF3t6+WuLIZrPlpj1bWm4J1viE43FCNigeFyylmt9j/NI3PU01kHp1FxJCXyIsLAyampoSjFiyysrKEBsbWy1pjIqKQkJCAni8L8vMbdu2ha2tLWxsbAS/2tjYCLY10H3K21BDHQ+XM79E3FAfPnyAnp4eLl++jNGjRzMdTjVv3rxBjx49MH78eJw4cUKmbhwb4uDBg1i8eDFyc3PRvDm9FRyOHj2K2bNn49KlSxgzZgytYxH0IwmllImPj4elpSUOHz6M2bNnMx2O1Bk7diwePXqEmJgYtGrV6ruPLyoqQnh4eLVZx7CwMJSUfPmyb9++vdCStampqdwn8hRFwbRDT+i7jQfa2SI1p6TaqWQWvhQtd7PQxsSuBjDTbo6PHz/CwcEBXbt2ha+vr8x/wZaWlopMHBMTEwWJY7t27UQmjq1bf7t3+UbfSFrrf05yNqxWh1JWeXl5YdKkScjKypLKm5SzZ89i8uTJOHToEObMmcN0OBLh7u6OgoICwd5WOlEUBQ8PD9y5cwdv376FiYkJ7WMS9CEJpZSZPXs2rl27hnfv3inUMkttffjwAVZWVvjpp5+wf/9+wf9PURQ+fPggdFAmISEBFEVBRUUF1tbWgqSRn0BK45eYJMTGxsLKygrXr1/HkCFDUFzOwbucYlRweFBVUYKRRlORy6k3b97EkCFDsG/fPixcuJCByOuutLQUMTExQoljUlKSIHFs3769yMSxNjctopD6n7Uzbdo0BAcHIzQ0lOlQarRo0SIcOnQIgYGB6NmzJ9Ph0KqiogIaGhpYs2aNxDqU5efno0OHDtDQ0MCTJ0+kcv85UTuyvwFHjnz69AmnTp3Cxo0bSTJZg/bt22PdunVYtWoVNDU1UVBQIEgg+T2HW7VqBQcHBwwaNEiQQNrY2DDSAURa3bp1C2pqaoKTtU3VVGp1wGPw4MFYtGgRVqxYgV69esHR0ZHmSGuvpKQEMTExgqSxauLIv2/W09ODra0thg4dWi1x5LeqFBdzneZwMdOkrf6nPCSTABAYGIhhw4YxHcY37dmzByEhIRg9ejSCg4PRvn17pkOizbNnz1BUVNTgdot10bJlS1y8eBHdu3fH6tWr8fvvv0tsbEK8yAylFFm1ahUOHTqE1NTUes+MyJvc3FyEhoZWm3mMjIxEZWUlAMDExETooIyBgYHML8fSrV+/flBWVsadO3fq/Nzy8nJ07doVpaWlCA4Olnht0JKSEkRHR1ebbYyMjERycrIgcdTX168222hrawtra2uxJ47fQup/fltycjJMTEzw33//SX1SmZGRgY4dO0JfXx8PHjyQ25vT1atX48SJE0hPT6e9Pu7X9u3bh8WLF8PX1xdDhw6V6NiEeJCEUkrk5+fDwMAAs2fPxm+//cZ0OBLH4/GQnJwsOCDDTyDT0tIAAI0bNwabzRYkjiwWC/PmzcPhw4fx888/Mxy9bCkqKkKbNm2wZ8+eei9bx8bGokOHDvDw8MCJEyfEHOEXxcXFIhPHd+/eCRJHAwMDkYljixYtaImprrxfp4q1/ueukWyM62wgtusx6Z9//sHMmTORk5MjEzfQr169gouLC6ZOnYq///6b6XBo0aFDB9jY2MDLy0viY1MUheHDh+PJkycICQlRyHJNso4klFLit99+w7p165CcnIx27doxHQ6tSkpKEBERUW3WMTQ0FEVFRQAAHR0doVlHCwsLqKhU36Exffp0/Pvvv4iNjYW2tjYTL0Um8btgxMfHw8ys/vUkT548iWnTpuHChQvw8PCo93WKiopqTBz5DA0NRSaOdJ9CFQdS/1O0SZMmITo6GkFBQUyHUmv//PMPpk+fjqNHj2LmzJlMhyNW/I5FTHawyc3NhaOjIwwMDPDgwQOhz3xCupGEUoJqOvhQVlYGY2NjDB48GMePH2c6TLGhKArp6elCB2Xi4uLA4/GgpKQEKyuraomjg4MDdHV1a3X97OxsWFpaYujQoTh16hS9L0aOzJ49Gw8ePEBsbGyDrkNRFCZMmIBbt24hJCQExsbG33x8UVERoqKihBLHlJQUwWMMDQ1ha2tbLXG0srKSicTxW+pf/5MHXmUlfu6sgdXjetMYoWRRFAU9PT14enrK3IrM3LlzceLECTx8+BBdu3ZlOhyx4Z9oT09Ph46ODmNxPH36FL1798aqVauwdetWxuIg6o4klDSLzyjEuZepCIzNRGquiNIsbdShxcmE7x8rEf7krsy2oeJwOIiNjRUqDJ6ZmQkAaN68uVB5Hltb2wZ3SDh27BhmzZqFhw8folevXuJ4KXKNoigYGBhg9OjR+PPPPxt8vfz8fDg6OkJXVxePHj1Co0aNUFhYKOi9XvWATGpqquB5RkZGQqeqra2t5abWpyj1qf/Zw1QDsV4bkZPy5d+WJPeA0ikuLg6Wlpa4desWfvzxR6bDqZOKigq4ubnh3bt3CA4OrvUNsLSbOHEiIiMj8fbtW6ZDwc6dO7FmzRr4+fmhX79+TIdD1BJJKGlS9cuD/+VQIx4XUFKGi5kmto9gS/2G+/z8fKGDMhERESgvLwfwZZbp6yVrIyMjWjZ583g89OjRQ3Dau1GjRmIfQ56EhYXBwcEBd+/ebfAHdUFBAaKjo+Hr64sdO3bA2NgYHA6nWuJobGwsMnGU9EEeafLPlVtYfuQarNxG4VNh5XfrfyYnJ8PR0RE//vgjLly4IBcHzv7++28sWLBAIsWz6fDp0yd07NgRpqamuH//vsyXuuHxeNDV1cW0adOwc+dOpsMBj8fDjz/+KPh+kZekXd6RhJIG9V3eUlZiQUWJhU3utvCQgo33FEXh3bt3QkvW/L1tqqqqsLOzEyxVOzo6wt7e/rtFn8UtJCQEHTt2xM6dO7FixQqJji1rdu7ciS1btiA3N7fWJ1Xz8/OFZhyjoqIEB6ZYLBZat26N3NxceHh4YNCgQbCxsYGVlZVCJ441Wb58Oby9vZGWloaSCm6t6n9evHgRHh4eOH78OKZPn85A1OI1btw4pKWl4dmzZ0yHUm/Pnj2Dq6srZs+eXa0mrix68+YNOnbsiICAAEEpMaZlZmbCwcEBNjY2uHv3rtw3m5AHJKEUs4ZvwP9ieX8LzHczF0NEtVNWVobIyMhqiWNYWBjy8/MBAJqamtVmHR0dHWFpaSk1M4KLFy/GsWPHEBMTQ04HfkOvXr3QunVrXLt2Tej38vPzhfY3RkVF4f379wC+JI4mJiZCM45WVlZo3Lgx+vfvj6ioKISGhkJLS0vSL01mdOjQAWw2G6dPn67T82bMmIHz588jODgY1tbWNEVHP4qioKOjg5kzZ2Lbtm1Mh9MgR44cwc8//4xTp05hypQpTIdTbzt27MC2bduQm5srVbOtAQEB6Nu3LzZv3oxff/2V6XCI7yAJpRjJSomQzMxMoVnHmJgYcLlcsFgsWFhYCO13bNu2rVQvtRUUFMDKygrdunXD1atXq/1ebbvAyLu8vDxoaWlhz5496NKli1Dy+OHDBwBfEkdTU1NB0lg1cfzWnld+a0ZnZ2dcv35dqt8vTMnJyYGWlhZOnjxZ5wSkuLgYnTp1gqqqKl6+fCmzzQ8iIiLAZrPh7++PPn36MB1Og1AUhZkzZ8LLywtPnz5Fx44dmQ6pXlxdXdG8eXNcv36d6VCEbNiwAVu3bsWDBw/g4uLCdDjEN5CEUkyksYgxl8tFfHy80EGZT58+AQCaNm0Ke3v7aomjnZ2dzC5T8pcFb968CfOOLt89DOVmqQ1PZwOY68jeHq7ayMvLq3aqOiAgAOHh/7vhUVJSqpY48n+1tLSs92EpWWzNKElXr17F6NGjkZqaWq+Z9LCwMHTp0gUzZ86U2WXW/fv3Y/ny5fj8+XODD+VJg7KyMvTu3RufPn1CcHCwzM3OFxYWok2bNvjzzz8xf/58psMRwuVy0adPHyQkJCAkJERh2+XKApJQismkEy9pa7N2drrzdx9bWFiIsLCwaoljeHg4SktLAXxpOff1QRlTU1OJd0OgE0VRcBsyGu+0uwG61t89DMX/fVk5DFWTvLw8oWXqyMhIwY2DkpISzMzMUFpaivLycvz555+wtbWFhYUFLV/oixcvxuHDh/Hy5Uupas0oDebNm4d79+4hLq7+22IOHjyI+fPny0SHGVFGjBiBvLw8PHjwgOlQxOb9+/fo2LEjbGxscO/ePZmqn+jr64thw4YhLi4O5uaS22ZVFx8+fICjoyOcnZ3h6+srV99b8oQklGIQn1GIfnsf0XZ9/yW9BL17KYpCWlqa0JJ1YmIiAEBFRQU2NjZCyaOGhgZt8UkL79epWH8tAuWVnG+WZPmatB2Gqklubq7IxDE9PR0AoKysDDMzM6EZRwsLC6iqqkrsFCfTrRmlmbW1NXr37t2gTisURWHkyJF49OgRQkNDoaenJ8YI6cXlcqGlpYVFixZhw4YNTIcjVo8ePUKfPn2wYMEC/PHHH0yHU2vz5s3D7du3kZiYKNXbVG7fvo1BgwZhz549WLZsGdPhECKQhFIMNvpG4uzLFLHOTvIpsYBOLUvQPv2ZIIHMy8sDALRu3VoocbS2tpbbPrPfIquHoUTJyckRShojIyORkZEB4H+JY9WkkZ841vR3//r1a3Tp0kVi9Tol0ZpR1nz48AF6enq4ePEixo4d26Br5ebmwsHBASYmJggICJCZE7D808TyWjd2//79WLhwIc6dO4cJEyYwHU6tmJmZoV+/fjh8+DDToXzXL7/8gj/++ANPnjyBs/P3V+4IyZKdeXkpFhibSUsyCQA8Cnia9BnqATfg4OCApUuXChJIPT09qb6jlBTv16liSSYBYM/dOGg1U5NIv+Ts7GyRp6qrJo7m5uawtbXFrFmzBAnktxLHmty6dQstW7ZEt27d6HgpQiwtLXHgwAFMmzYN/fr1a1BrRnkRGBgIAGIpy9KmTRucP38erq6u2Lp1q8zM9gUGBqJJkyZymwzMnz8fQUFBmDFjhmClSJolJiYiMTERe/bsYTqUWtm6dSsePXoEDw8PvH37ViZ6wCsSMkPZQEXlHLA3+oHOP0QWgIiNAxTyZPL3SONhqK9lZWWJTBz5XYRUVFQEiWPV5Wr+UrU4ODs7w8jICBcvXhTL9Wqjrq0Z5d3UqVPx5s0bhIaGiu2amzZtwubNmxEYGCgTM35DhgxBeXk57t27x3QotCktLUXPnj2Rm5uLoKAgqd5udOjQISxatAg5OTlo0aIF0+HUyrt37+Dk5IQ+ffrg8uXLZFJFipCEsoEiP+Zj8P4ntI9zc0FP2LaTj7Zr4sT0YaiqMjMzRSaOWVlZAL4kjhYWFkKJo7m5Oa213zIzM6Grq1uvUjUNlZ+fDycnJ2hra+Px48dSU7dU0iiKgpGREUaOHCmWlpd8XC4XP/zwA5KSkhASEiLVyQuHw0GbNm2wevVqrF69mulwaJWSkoJOnTrByckJt2/fltotCcOGDUNeXh4ePaLvDAAdfHx8MHLkSBw8eBBz585lOhzi/5EprwaqEOPMmDSMI0viMwrxOCFb7Nfl8ig8TshGQmah4DAUH0VRyMrKEtrfGBUVhezsL7E0atQIFhYWsLGxgZubW7XEkYmE6s6dO6AoCgMHDpT42C1btsSFCxfQs2dPbNiwAdu3b5d4DNIgKSkJqampYq+7qKysjHPnzsHBwQHTp0+Hj4+P1M7YBAcHo7CwUGo6sdDJ0NAQFy9eRL9+/bB27VqpaGf4tYqKCgQEBGDVqlVMh1JnI0aMwIIFC7BkyRJ0795d6rcWKAqSUDaQqopkyhdIahxZcu5l6vf7pNeTshILRwNjMFCrUGjWMScnB8CXxNHS0hI2Njbo06ePYNbRzMxMqmbibt26hU6dOkFHR4eR8Z2dnbFlyxasWbMGffr0kfli1vVx//59KCsr07Israenh3/++QfDhw/HoUOHMG/ePLGPIQ4BAQFo3rw5OnXqxHQoEvHDDz9g9+7dWLZsGTp06NDgg1ji9vz5cxQVFWHAgAFMh1Ivu3fvxtOnTzF27FgEBwfLZE94eUOWvBuouJwDO7KHkhG9dwciJbeEtutX5n7Ex6OzoKqqKkgcqy5Xm5qaSlXiKAqHw4GWlhYWLlyITZs2MRYHj8dT6NaMHh4eSElJwfPnz2kbY/78+Th+/DhevnwJBwcH2sapr/79+6NRo0a4efMm06FIDH8f8fXr1/HixQvY2dkxHZLAmjVrcOzYMWRkZMhsXcf4+Hh06NABw4YNw9mzZ6V2dl5RyOa7SIo0VVOBAc0FsQ001Eky+ZWicg5SaUwmAaBRm7Z4Gx6F4uJihIWFwdvbG+vWrcOoUaNgZWUl9ckkALx48QKfP3/GoEGDGI1DSUkJZ86cQWVlJaZOnQpFuo+lKAoBAQH44YcfaB1nz549sLS0hIeHB4qLi2kdq64qKirw5MkThVjurorFYuH48eMwNTXF8OHDBSXfpIGfnx/69esns8kkAJibm+Po0aM4d+4cTp06xXQ4Ck9230lSxM1SG8pK9NwZKSux4GahTcu1ZVlKTjGts8JfsNCoTTuZ6nrxtVu3bkFLSwudO3dmOhS0a9cOp0+fxs2bN/HXX38xHY7EREREICsri/aEsnHjxvD29kZqaioWLVpE61h19fLlS5SWltL+ZyCNmjZtCh8fH+Tm5sLT0xNcLpfpkJCZmYk3b97I7HJ3VePHj8eMGTMwb948REVFMR2OQiMJpRh4OhvQVoeSy6Mwsav0dm9hCjkMVTs3b97EwIEDpWYWYtCgQVi8eDFWrlyJt2/fMh2ORAQEBEBNTQ3du3enfSxra2v89ddfOHHihERLRH1PYGAgWrVqJZVL8ZJgYmICb29v+Pn5YePGjUyHIyjb1L9/f4YjEY99+/bBxMQEY8eORUkJvStXRM2k41tGxpnrNIeLmabYZymVlVhwMdMUOmlMkMNQtfH+/XuEhYUxvtz9tZ07d8LGxgYeHh4oKipiOhza3b9/H927d6elb7oo06ZNw7hx4zBr1iwkJydLZMzvCQgIgKurq9SWz5GE/v37Y9u2bdi6dSv+++8/RmPx8/ODg4MD2rZty2gc4qKuro5Lly4hKSlJ6mbnFYnsfltKme0j2FARc0KposTC9hFssV5TXhhpNAXd269Z/z+OrLp9+zaUlJSkbhZCTU0N3t7e+PDhg9x/+HM4HDx8+FCiS70sFgtHjhyBhoYGxo8fj8rKSomNLUppaSmeP3+ucPsnRfnll18wevRoTJ48GdHR0YzEwOPxcPfuXblY7q7KxsYGBw8exPHjx3HhwgWmw1FIJKEUE/026tjkbivWa252txVbtxZ5Qw5Dfd+tW7fQrVs3tGnThulQhPBbM/7zzz/w9vZmOhzavHnzBgUFBRIvlcSv/xkcHIz169dLdOyvPX/+HBUVFSShxJdk/+TJkzAwMMCIESOQn58v8RjCwsKQkZEhdwklAPz000/w9PTErFmzEB8fz3Q4CocklGLk0dkAy/tbNOwi/3/6dUV/S4n0k5Zl5DBUzcrLy+Hv74/BgwczHUqNpkyZgvHjx2P27NlSszQrbvfv30ezZs0Yqb3o7OyMrVu3YteuXfD395f4+HwBAQHQ0tKCra14b7hlVbNmzeDj44P09HRMnjwZPJ5k92n7+flBXV0dPXr0kOi4ksBisXD48GG0bdsW48aNQ3l5OdMhKRSSUIrZfDdz7BzJhpqKUp2THSUWwONUoIfKO8xzM6MpQvlBDkPV7MmTJygqKpK6/ZNV8T/8pWVplg4BAQHo3bs3YyWmVqxYgb59+2LSpEmC3vGSFhgYCFdXV6k5GCYNzM3Nce7cOVy/fh3btm2T6Nh+fn5wc3ODmpqaRMeVlObNm+PSpUuIiorCihUrmA5HoZB/4TTw6GwA/yW90d3kS19divftMhH8xLOHqSZGq0fj4o5FCAoKoj1OWUcOQ9Xs5s2baNeuHezt7ZkO5ZuqLs1u2LCB6XDEqry8HE+ePGG0VA6//iePx8OUKVMkPhtWVFSEV69eKWS5oO8ZPHgwNm3ahA0bNuDGjRsSGbOoqAhPnjyRy+XuqhwdHfHHH39g//798PHxYTochUESSprot1HH2enO6JhxG6rvXsBQQ13oEAkLgKGGOiY5G8J/SS+cne6MXetWwsHBAZMnT0ZpaSkTocsUchhKtFu3bmHQoEEy0TmC35px586duH//PtPhiM3z589RVlbGeDKlq6uLM2fO4M6dO/jzzz8lOvaTJ0/A4XDI/skarF27Fu7u7vD09ERcXBzt4z148ACVlZVyn1ACwJw5czBq1ChMmzYNKSkpTIejEEjrRRpVVlZCW1sbCxYswObNm1FczsG7nGJUcHhQVVGCkUZTkYc+oqKi0KFDB8ydOxd//PEHA5HLFu/XqVj1b7jYrrdrJFum968mJibCzMwM//77L0aMGMF0OLXC4/EwYMAAREZGyk1rxvXr1+PQoUPIzMyUiuXeFStWYN++fXj27JnE9nSuXLkSXl5e+PDhg0zc3DChoKAAXbp0gbKyMl68eEFrT+oFCxbgxo0bSEpKUoi/j8+fP8PJyQm6urp49OiRTHQ3k2XMf8rJsQcPHuDz58+CL/WmaiqwbdcSTgatYduuZY0niG1sbLB9+3bs3bsXDx48kGDEsokchqru9u3baNSoEfr27ct0KLUmj60Z79+/Dzc3N6lIJgFg27ZtcHBwgIeHBwoKCiQyZmBgIH744QeFSF7qq0WLFvjvv/+QlpZG+3vfz88PAwYMUJi/j1atWsHb2xtBQUH49ddfmQ5H7knHJ52c8vHxgaGhIRwdHev83MWLF6NXr1746aefJPbhL8sachhKmQVQ3ArYl4XLxWGoW7duoVevXrTOdNChbdu2ctOasbCwUOr2DqqqquLChQvIyMjA3LlzaUlciss5iPyYj7epeXgR+x5vw6PIcnctWFlZ4cyZM7h69Sp27dpFyxjJycmIj49XiOXuqpydnbFz50789ttvuH37NtPhyDWy5E0THo8HPT09eHh41HvZOjk5Gfb29hg3bhyOHz8u5gjlU1puCdb4hONxQjYoHhcspZo7cygrscDlUXAx04Rl4VusWzIHfn5+UlcIvC5KSkqgoaGBbdu2YenSpUyHUy9LlizBoUOH8OLFCzg5OTEdTr3cvn0bgwYNQmxsLCwsGjh7Lmbnzp3DxIkTcerUKUyZMqXB14vPKMS5l6kIjM1Eam4Jqn6hUBSF9i1V0d+2PTydDWCuI1s3OZK2fv16bN26Fbdv3xZ74vf3339j/vz5yMnJQcuWLcV6bWnH4/Hg7u6Oly9fIiQkBO3bt2c6JLlEEkqaPH/+HN27d8ejR4/g4uJS7+ucOHECM2bMgK+vL4YOHSrGCOXb4AnTkaTUHtqObkjNqf4lx8KXouVuFtqY2NUAZtrNBXv4oqOjER4ejtatWzMVeoPcvHkTQ4YMQXR0NKysrJgOp17Ky8vRrVs3FBcXIzg4GM2aNWM6pDpbvnw5vL29kZaWJpXLiz/99BOuXLmCN2/e1DvhrXrzxr85q0nVm7ftI9ikYUMNeDwehg4diufPnyMoKAgmJiZiu/aIESOQnZ2Nx48fi+2asiQ7OxuOjo4wMzPD/fv3FboNKF1IQkmTFStW4MyZM/j48WOD3rgURWHo0KEICgpCREQENDU1xRilfCouLoaWlhY2btyIlStX1vowVFpaGthsNoYMGQIvLy8GIm+4efPm4fbt20hMTJTKRKa24uLi0KFDB4wdOxb//PMP0+HUWYcOHcBms3H69GmmQxGpqKgIHTt2RNOmTfH8+fM61yT0fp2KDb6R4PCoOtWCVVZiQUWJhU3utvCQ8b3KdPn8+TM6d+4MdXV1PHv2DE2bNrz9a2VlJTQ0NLBy5UqF3kv4+PFjuLq6Yt26ddi4cSPT4cgdsoeSBhRFwcfHB8OGDWvwXRCLxcLx48fB4XDw888/y8VhBbrdvn0bpaWlGDVqFIDaH4bS19fHgQMHcO7cOVy+fFmSIYsFRVEyVS7oWywsLHDgwAGcPHlS5vry5uTkICQkRKr2T36tWbNm8Pb2RmRkJFatWlWn5x4IjMeqf8NRzuHVubEAl0ehnMPDqn/DcSCQtMYTpVWrVvDx8UFiYiJmzJghls/8Fy9eoLCwUOH2T37NxcUFmzZtwubNmxEQEMB0OHKHJJQ0iIiIQGJiothKtujq6uLw4cO4evUqzp8/L5ZryrMrV67AyckJpqamdX6up6cnRo0ahTlz5uDTp080REefmJgYvHv3Tqq749QFvzXjzz//jKSkJKbDqbUHDx6AoiipTigBwMnJCb/99hv27t2Lmzdv1uo53q9TseeueOol7rkbh4uvU8VyLXljZ2eHkydPwtvbWyyl4/z8/KChoYEOHTqIITrZtnr1avzwww/w9PRkrHuUvCIJJQ3+/fdftGjRQqxfKGPGjMGECRMwf/58vH//XmzXlTelpaW4ceMGRo8eXa/n89sBqqioYObMmTI1I3zr1i00btxYbk7VVm3NOGHCBJlpzRgQEABzc3Po6+szHcp3LVy4EEOGDMFPP/2Ejx8/fvOxabkl2OAbKdbx1/tGIi23RKzXlBdjxozBL7/8gpUrVzZ4Ns3Pzw/9+vUj+wYBKCsrw8vLCzweD5MmTZJ49yh5RhJKGvj4+GDw4MFi75V64MABqKurY/r06TKV6EiSn58fiouLBcvd9aGlpYVjx47h5s2bOHHihBijo9etW7fwww8/oEmTJkyHIjay2JoxICBA6mcn+VgsFk6ePAlVVVVMnDgRXG7NbWLX+ISDU8cl7u/h8Cis8RFfUwJ5s23bNvTt2xdjx46td7eX7OxsBAcHK/xyd1W6uro4d+4c7t27h99++43pcOQGSSjFLCkpCaGhoRg5cqTYr926dWv8888/uHv3Lv7++2+xX18eXLlyBXZ2drC0tGzQdYYOHYrp06djyZIlSE5OFlN09CkoKMCjR4/kZrm7KmdnZ2zdulUmWjN++PABMTExMpNQAoCmpia8vLzw4MED7Ny5U+Rj4jMK8Tghu857Jr+Hy6PwOCEbCZmFYr2uvFBWVsaFCxfQokULjBgxol7teO/duweKomS6HBod+vbtizVr1uDXX3/Fs2fPmA5HLpCEUsx8fHygpqaGgQMH0nL9AQMGYM6cOVi+fDkSEhJoGUNWlZeXw9fXt97L3V/7448/oKmpiSlTpnxz5kYa+Pv7g8Ph4Mcff2Q6FFqsWLECffr0wcSJE5GVlcV0ODUKDAwEAJnbduDm5oa1a9diw4YNIr9cz71MrXPDgNpSVmLB6wXZS1mTNm3awMfHBzExMfU6mOnn5wc2m4127drRFKHs2rhxI7p16wYPDw/k5uYyHY7MIwmlmPn4+KB///601s7bvXs32rZti8mTJ0t9oiNJ9+7dQ2FhodgSyhYtWuDUqVN48uQJ9u7dK5Zr0uXWrVuwsrISa906acJvzcjlcvHTTz9J7ZaP+/fvw97eXiZ7kW/YsAFdu3bF+PHjkZeXV+33AmMzxT47ycflUQiMI4cjvsXBwQHHjx/HmTNncODAgRofV7VTUeTHfBSVVeLu3btkubsGKioqOH/+PIqLi+Wm5SuTSEIpRunp6Xj27Bkty91VNW3aFKdPn8bLly+xe/duWseSJVeuXIGVlRVsbGzEds3evXtj6dKlWLNmDSIiIsR2XXHilwsaPHgw06HQqm3btjh16hRu3bolla0ZKYpCQEAA+vTpw3Qo9aKiooJz586hoKCg2oG0onIOUmk+OJOaU4Licg6tY8i6CRMmYOnSpViyZAkePnwo+P/jMwqx0TcSvXcHwm6jHwbvf4IRh59h8P4nsNt0Fyz3Tcgx6oP4DLKtQBR9fX2cOnUKvr6+Uvm5IktIQilG165dg5KSkkQ62vTo0QMrVqzA+vXrERoaSvt40q6iogLXrl3D6NGjxV6DcevWrTAzM8PkyZNRUVEh1muLQ2hoKD59+iSX+ye/NmjQICxZsgQrV67E27dvmQ6nmqSkJKSmpsrU/smvGRoa4vjx47h69SqOHj0KAEjJKQbd8zYUgHc5xTSPIvt27dqFXr16YezYsXgVlYhJJ16i395HOPsyBSlftb3ka9S6HR5+4KHf3keYdOIlOVUvwtChQ7F06VKsWLECQUFBTIcjs0inHDEaOHAgKisrJXZwoLy8HJ07dwaLxcKrV6/Efqpclty5cwc//vgjQkJC4ODgIPbrv3nzBs7Ozli1ahW2bNki9us3xLZt27Bz507k5ORAVVWV6XBoJ62tGY8ePYq5c+ciNzcXLVq0YDqcBvn5559x+vRpvHr1Ch/LVTH7Kv37tX3mdIeTgWy2PJWkrKwsdBy7EEqdx0G5kSrpVCQmFRUV6NmzJ3JycvDmzRuF63cuDmSGUkw+f/6M+/fvi62YeW2oqanh7NmziI6OVvg2UleuXIGZmRns7e1puX6HDh2wYcMGbN++HS9evKBljPq6desW+vXrpxDJJPDlfe/t7Y0PHz5g4cKFTIcjEBAQgM6dO8tkMsnj8ZCUlISbN29i9+7dKC4uBovFgqOjI4YOlsxBL1UV8nVUGxcjPkOp60RQSiqkU5EYqaqqwtvbG9nZ2Zg1axbZT1kP5F+wmNy8eRMcDgfDhw+X6LgODg7YtGkTfvvtN4UtfVBZWQkfHx9alrurWrVqFTp16oTJkyejpEQ6lo1ycnLw4sULhVjursrCwgIHDx6UmtaM/P2T0r7cXVlZiZiYGPj4+GDbtm3w9PREhw4d0KxZM5iammLIkCHYvHkzYmNj0b9/fygpKcG1oy3tcbEAGGk0vGe1vKvaqaihn3WkU5EwExMTHD9+HJcuXcKxY8eYDkfmkCVvMRk1ahTev3+Ply9fSnxsDoeDXr16ITMzE6GhoWjaVLE+mP39/dGvXz8EBQWhY8eOtI4VGxsLJycnTJ8+Hfv376d1rNq4cOECJkyYgPfv36N9+/ZMhyNRFEVh4sSJuHHjBt6+fcvoCffw8HDY29vD399fKg7llJWVIS4uDtHR0YiKikJUVBSio6MRFxcn6DjUunVr2NjYwMbGBtbW1oL/1tPTEyQrR44cwc8//4wOG3yRU07f/IOhhjoeLpetUkuSlpZbgr5/PkQ5R3ydXdRUlOC/pDf026iL7ZryYO7cuTh58iRevnxJ26qXPCIJpRiUlpZCU1MT69atw6pVqxiJIT4+Ho6Ojvjpp59w8OBBRmJgys8//ww/Pz8kJSXROkPJd+DAASxYsAB3795Fv379aB/vWyZNmoSIiAipO6AiKQUFBXB0dIS2tjYeP36MRo0aMRLHvn378MsvvyAvL0+inYqKiooQExMjlDgmJiYKWsrp6upWSxj5/62trf3dfy8URWHMmDF4WtYO6vYDwKXh20JZiYVJzobY6E7/TKgsm3TiJZ4l5Yi1fJOyEgvdTTRwdrqz2K4pD8rKyuDs7IyKigoEBQUp3CRNfZGEUgyuXbuG4cOHIzY2FhYWFozFcejQIcybNw937txRmLpjXC4Xbdu2xZQpUyRWQonH42HAgAGIjo5GeHg4Wrdm5iABl8uFrq4uZs2ahW3btjESgzR4+fIlevbsieXLl2PHjh2MxODu7o6ioqIG91yuSV5eniBprPpr1XZ8BgYGQomjtbU12rRp0+CxHXsNBGvI+oa+jBr5L+kFM+3mtF1f1sVnFKLf3ke0XZ/8+QuLjY1Fx44dMWbMGJw8eZLpcGQCSSjFYMqUKQgKCkJkZCSjcVAUhQEDBiAyMhIRERGMJTqS9ODBA7i5ueHFixdwdpbcXXZaWhrYbDaGDh2Ks2fPSmzcql68eIFu3brhyZMn6NGjByMxSItdu3Zh9erVuHv3Lvr27SvRsTkcDjQ0NLBixQr8+uuv9b4ORVHIysqqNtPI/+/09HQAXwq8m5iYCCWOVlZWaN6cvoTg2bNnGPlXAJoYO4KC+FYByAxZ7Wz0jcTZlym0FJcnM8Q1O3v2LCZPnozTp09j8uTJQr9fXM7Bu5xiVHB4UFVRgpFGUzRVU2EgUulAEsoGqqyshI6ODubOnYutW7cyHQ7ev38POzs7DBkyBF5eXkyHQ7v58+fD19cXKSkpElnursrLywuTJk3C5cuXxdadpy7Wr1+PAwcOIDMzEyoqivshBvxv1jgiIgJhYWES7VTz6tUrODs749mzZ+jWrdt3H09RFD58+CAyceS3f1NRUYGFhUW1JWpra2tYWFhIdEm9ql+27MaFfFMoNRJfeTKyh692eu8ORAqN9SPJHtaaTZ06FZcvX0ZQUBCsrKwQn1GIcy9TERibidSvan+yABi0UYebpTY8nQ1grqNYs74koWwg/oGQ4OBgdOjQgelwADCf6EgKj8dD+/bt4eHhgT///FPi4/P3lz148AARERHQ1dWV6PidOnWCubm5VJxylgafPn2Cg4MDOnfujBs3bkjsBmPHjh3Yvn07cnNzq+3h5HK5SElJEUoco6OjUVj4pWtJ48aNBd2dqs46mpqaMrYftCZcLhfOE5Yi26S/2K65ayQb40g9xG8qKueAvdGP1uLyLAARGwco9OxaTYqLi9GpUyeotNQBe/p2PEvKg7IS65uzxfzfdzHTxPYRbIW5YSIJZQPNmzcPN2/eRHJyssRnyGrCdKIjKU+ePIGLiwujS75ZWVlgs9no3LkzfH19JfYeSE9PR9u2bXHmzBlMmjRJImPKAn4Lyj///BOLFy+WyJh9+vQBh8PBokWLqiWOMTExKCsrAwA0a9ZM5IlqQ0NDKCsrSyROcfj48SM6TfkVqp1GNfhaK/pbYp6bmRiikm+RH/MxeP8T2se5uaAnbNuRYt6i7PF5jv3PPkFJuREoVu2rHShaIXmSUDYAj8eDvr4+xo4dy8gM2bcwlehI0pIlS3Dx4kW8f/8eSkrMlVS9fv063N3dcfz4cUyfPl0iY546dQrTpk1DRkaGRJd3ZcHSpUtx4MABvHjxQqyrBmVlZYiNja22RM1PIPnatGkjSBarJo/t27eXm3+DN2/ehMeav6A9aD6gpFynfX0UjwslUNg52onMTNbS29Q8jDhMf41h0qlItAOB8f9f+5MCGrB/eHl/C8x3MxdbXNKIJJQNwD8U8fDhQ/Tq1YvpcITwE50TJ05g2rRpTIcjVjweD4aGhhg+fLhU1IOcMWMGLl68iLCwMBgbG9M+3tixY5Gamip1XXukQXl5Obp3746ioqJ6tWYsKipCdHS0UCmepKQkQSmetm3bwtraGi1btoSPjw+OHTsGd3d3aGlpyU3i+C1LlizBEa8r6Lf2H4RmVNR6CdC8OQcPfpuN88f2Y8yYMRKMWHbwS0FFRUUhMjISwUkZSDCj/8+KzFAK836dilX/hovtevK+xYMklA3wyy+/4OTJk/j06ZPULltNnz4dly5dkliiIykvX75E165d8eDBA/Tu3ZvpcFBQUAAHBwfo6+sjMDCQ1vdDZWUlNDU1sWzZMqxfT18pF1kWFxeHDh06YOzYsfjnn39EPiYvL0/oUEx0dDRSU//XPcTQ0FBkKR5+BYX169fj0KFDyMzMZHSWXNL4/dSLiopw2e8xfMKzERiXidQcEYcUNNThZqGNiV0NYKrVDGPGjMHDhw8RGRkJbW1tpl4C4woLCwXvvcjISMF78N27d4LHGBoawsrOATF2MwEab1TIHkphpJB83ZGEsp4oioKFhQVcXV2lukVTQUEB7O3tYWRkhICAALn50luxYgXOnDmDjx8/Sk0y//DhQ7i5uWH37t1YtmwZreO4urri9evX6NSpE23jyLrTp0/jp59+wuHDh2FpaSmUOFYtxWNqaip0otrKyuq7s5s9evRAu3btcPnyZUm8JKnCT9pHjx6NU6dOAahdGZXMzEzY2trC1dVVIf7c8vPzRSaOVW9cjI2NBTcttra2sLGxqVYKipzyljxSSL7uyO1IPUVGRiIhIQH79u1jOpRvatGiBU6dOgU3Nzfs27cPS5YsYTqkBqMoCleuXMHIkSOlJpkEgN69e2Pp0qVYs2YNBgwYADs7uwZfU9QX9K1bt6CjoyM1VQWkAUVReP/+vdCMo6qqKubMmQMAaNSokaAUz6xZswRf4Obm5mjcuHGdxywsLMSrV6/w119/ifvlyAR+P/WffvoJ/fr1g6enJ5qqqXx32VRbWxsHDx7EuHHjcOnSJYwdO1ZCEdPr8+fPgvdd1cTx/fv3AL703jYxMYGNjQ3Gjx9fLXH8XicWN0ttWutQulko7kyxKPEZhXickC3263J5FB4nZCMhs1AuC8mTGcp62rJlC3bv3o2srCyoqYmvLhtdlixZgsOHD+PNmzewsbFhOpwGCQ4ORqdOnaSmb3JVZWVl6NixI9TU1PDixQuoqqrW+Rrfq3OG4hy0Qy5OrZ2ucHXOuFwu3r17J7IUT1FREQCgSZMmglI8xsbGOHbsGLS1tfHixQuoq4tvqen27dsYNGgQ4x2ymERRFCZNmoRr167h7du3MDOr/altfiUKWVv6zs3NFZk4fvz4EUD1Ge+qM46Wlpb1fv+RTjmSRQrJ1w9JKOvJyckJVlZWMlMDsLS0FB06dEDTpk3x/PlzqatxVxerV6/GsWPHkJ6eLpUFvd+8eQNnZ2esWrUKW7ZsqfXz0nJLsMYnHI8Tsr97yEEJFHhgyW2ds8rKSiQkJAgljrGxsYJSPC1atBDZo9rQ0LDa1o5Xr16hR48eYm/NuHz5cnh7eyMtLU0hDuLUpLCwEE5OTmjdujWePn1a65so/tJ37969cfnyZan7M8zOzhaZOPK3SigrK8PMzEwocaSr+DxZgpUcssWgfkhCWQ/JyckwMTHBxYsXZWq5JigoCF27dsWvv/6KjRs3Mh1OvcjK3tWtW7diw4YNePr0Kbp27frdx3u/TsUG30hweFSdvjBkvc5ZaWkp4uLihBLH+Ph4cDgcAICGhobIUjzt2rWrdRLy22+/YdWqVWJtzdihQwew2WycPn1aLNeTZUFBQejevTsWLVqE3bt31/p5ly9fxtixY+Ht7Y1x48bRGGHNMjMzRSaOmZmZAL50LTI3NxeZOEpydYocEpEMUki+/khCWQ9//vknVq9ejaysLFr759Jh48aN2Lp1K168eCGTBzpCQ0Ph6OiIO3fuYMCAAUyHUyMOh4MePXogLy8PISEh31zq+l+ds4aR5jpn/BOtVZeoo6KikJSUBP5HULt27UTOOIqjzmbV1oyhoaENXmLNycmBlpYWTp48iSlTpjQ4Pnnw+++/Y/ny5bh9+zYGDhxY6+eNHTsWAQEBiIyMhI6ODi2xURSFjIwMkYljdvaXvXJV99hWTRzNzc3rtXWFDqSMDf1IIfn6IwllPbi4uKBVq1a4fv0606HUWWVlJbp164bi4mK8efOGsb7A9bVu3TocPHgQGRkZUr9sHxsbCycnJ0yfPr3GWpny9gXB31/29YnqtLQ0wWOMjIyEOsZYWVmhVatWtMbGb83YqVMn3Lhxo0EVD65evYrRo0cjNTUV+vr6YoxSdvF4PAwePBhv3rxBaGhorTt0ZWVlwdbWFj179sTVq1cbtPRNURQ+ffokMnHk90lXVVWFpaWlUOJoZmYm9Z8pgBhuQCkKYLFIp6IakELy9UcSyjrKyMhA27Ztcfz4cZktFh4VFYUOHTpg7ty5+OOPP5gOp9YoioK1tTW6deuGkydPMh1OrRw4cAALFizA3bt30a9fv2q/J6tLWFVne75OHDMyMgB8OZjA319WNXG0tLT87olWOvEP0jS0NeO8efNw7949xMU1fGZZnmRmZsLBwQF2dnbw8/OrddJ+5coVjBkzBufPn8f48eO/+3iKovDhwweRiePnz58BAGpqaoLDWVUTR1NTU6nce10X9d0iowQKnMoKTLBUwc6Z7jRGKBt4PB6SkpIQHh4u+AlNzUHFD/SVfeMjM5QEjh49ijlz5iAjIwOamppMh1Nvf/75J5YuXYqAgAC4ucnG5uDIyEjY2dnhxo0bGDx4MNPh1Ap/qTU6Ohrh4eGCgtiA9G+ypygKaWlpIhPHvLw8AF+WCfmzPVUTR3Nzc6mtfrBs2TLs37+/Qa0Zrays4Orqir///lvM0ck+f39/9O/fHzt27MAvv/xS6+eNGzcO/v7+iIyMFMxuVn0Pfp04FhQUAAAaN24seO/xk0b+CX9ZTxy/peohPorHBUup5hJq/EN+Pc00kXVzH0KfBSAqKgpt2rSRYMTMysrKqpY4hoeHIyIiAiUlXw7ftGnTBmw2G9ZsR9xu1hcNabP4PWQPJQEA+PHHH1FWVobAwECmQ2kQHo+HH374Ae/evUNYWBhatGjBdEjftWnTJvzxxx/IzMyU2mRFlLS0NLDZbAwdOhRnz54FIF1lQLhcLpKTk4USx5iYGEEpHnV1dcFsT9XE0cTEROa+tBvamvHDhw/Q09OTuUN5krR69Wrs2bMHT548gbPz929ueDwe3r59iz59+kBPTw+dOnUSvBervgdFJY5GRkZSVY9W0rr0GwaOUVc0t+z63U5FZtrN8fHjR9ja2mLw4MHw8vJiKmzalJSUICoqSih55K+eqKmpwcbGBmw2u9pP27ZtBdstyCnv+iEJZR3k5+dDS0sLv//+OxYsWMB0OA327t07sNlsjB07FidOnGA6nO9is9lwdHQUJGWyxMvLC5MmTcLly5cxevRoRuqcVVRUCErxVE0cY2NjUV5eDgBo2bKlyIMxBgYGctNlCfhfl5cxY8bUefsE/+8yMzNTLAeG5FFlZSV69eqF9PR0hISEoGXLL0t7PB5PUEe06mxjdHQ0iouLBc83MTGBi4tLtcTx63JQxJfPcGNjY5w7dw4TJkyoVaciADh79iwmT56M//77D8OGDWMg8objcrlCy9VhYWFITEwEj/dlG5GJiYkgYbS3twebzYaZmdl3b4JJHcr6IQllHZw/fx6enp5ytRH/xIkTmDFjBnx9fTF06FCmw6lRTEwMrK2tZfYDkKIoQSHniIgIjDsbTesdcNtmylhgXP2ATEJCgqAUj5aWlsjEsepdurzjt2bkfxnX1tSpUwUHTwjRuFwuHj16hMGDB8PMzAwODg6C92JpaSkAoHnz5kL7G21sbLBy5UqhpW9CtJ07d2Lz5s3IzMys00w7RVEYNmwYXr16hcjISGhoaNAYZcNlZGQIzThGRkYK3kuamppCM462trZ1Xn3gk6YVJFlCEso6GDNmDN69e4fXr18zHYrYUBQFd3d3vHr1ChEREVI747Jt2zbs3LkTmZmZMncynS8rKwtsNhsdnLsj2mY6rXXOKIpC2h9j0E5bQyhxtLa2ltq/Z0nid3nx9fVFSEgITExMRD6u2qyPshIG9eqMUcOGyNSBNrpwOBwkJSUJzTjGxMQICtADgKmpKVxdXasljnp6eiJvXrKzs2Fra4tu3brBx8dHYW5w6sPe3h62trb1arAhjUvfJSUliIyMFJp1zMrKAvBlv6yNjY1gtpH/o6OjI/b3ibTvcZdGJKGspdLSUmhqauLXX3/F6tWrmQ5HrNLT02FnZwdXV1ep7FgByF5noppcv34do2YsQrtpossIidPFqY5wtmhP+ziyrKCgAE5OTtDU1MSTJ08EZWO+1f6SoihoNQGGOBnD09lAIdpfVlZWIjExUShxrLpdolWrVoKEsWriuH79ely4cAHBwcGwtrau1Xj//vsvRo0aBS8vL3h6etL50mRWREQE2Gx2g1aXmFr65nK5SEhIEJp1TExMBEVRYLFYMDU1FZp1NDMzk9h+WVmtwsEkklDWkq+vL4YNG4bo6GhYWVkxHY7Y8ct2SOMHeEJCAszNzXHlyhWMGjWK6XAabMzPK/C6tSvt48hjnTM6VG3NOHfFulq3v+T/vjy1v6y6z/brxLGyshLAl9OwohJHXV1dkTejxcXF6NSpE1RVVfHy5Us0bty4VrGMHz8efn5+iIyMRNu2bcX6OuXB2rVrcfjwYaSnp9e78DrdS9/8EmOilqv5M9haWlrV9jiy2WzY2NgwWl6MT97qBNONJJS1NHXqVLx8+RJRUVFMh0KbiRMn4saNG4iIiICenh7T4Qjs2rULmzdvRlZW1jc7zsiKV/EfMfaft7SPI491zujy22+/Ycv5AOgOXgAevp1Ifk0W21+Wl5cjPj5eKHGMi4urts9W1B5HbW3tOq9ihIWFoUuXLpgxYwYOHDhQq+fwl767du2K//77TypXTphCURRMTU3Rt29fHD16tEHXEtfSd1FRkdBydXh4uKATUZMmTWBrays060hXdyRxEVcnM0UoJE8SylrgcDjQ0dHBzz//jG3btjEdDm3y8vIEd4d+fn5S8wHeuXNnGBkZ4fLly0yHUmf8AsyhoaEICQn58mtENMrdd9D65yuvdc7osv9+HH73jxcst9WXtLW/LCsrE/RKr5o4xsfHg8vlAgB0dHREJo7i3md78OBBzJ8/v07Lqz4+Phg5ciTOnj2LiRMnijUeWfbixQt069YNgYGBcHV1bfD16rL0zeFwhJarw8LCkJycDIqiBE0Nvk4cTUxMZLa8U30LyfNvNje728r1zCQfSShrISAgAH369MHr169lsv91Xdy9excDBgzAwYMHMXfuXKbDEZTFuHDhAjw8PJgO55sqKioQFRVVLXkMDQ0VtHxr2bIlHBwc4ODggMct+yCPQ1+yJ691zuggD8tapaWliI2NFUocExISBCVU2rZtKzJxlNQJX4qiMHLkSDx69AihoaG1XgXx9PTE7du3ydJ3FQsXLsTVq1eRmpoqliRN1NI3v43l1zOOUVFRgn2zOjo6QomjjY2NXKwkfa0+heTlaTtMbZCEshbmz58PX19fpKSkSM2sHZ3mzp2LU6dOITQ0FObmzM62/P7771i7di2ysrLQvLn0HH7IysoSJIz85DE6OlqwXGhqaipIHh0dHeHg4AADAwPB+2ejbyTOvkgBl4Z/fvJc50zcZG3jfUlJCWJiYoQSx6SkJEHi2L59e6HE0draWiq6ouTm5sLBwQEmJiYICAioVTKUk5MDW1tbdOnSBdeuXVOIz+Bv4XA40NPTg6enJ37//XexXLOoqAiBgYHw8PCAvr4+dHV1ER4eLrgZVldXh52dnVDyqIjVItbs/AvHH8TC6oeRSMsr+24heUVCEsrv4PF4MDAwwKhRo7Bv3z6mw5GI4uJiODg4QFtbG48ePWK0E0q3bt2go6OD//77j5HxuVwu4uLihJLHT58+AfjyQctms6slj2w2+7vJL6lzJh2ktTRIUVGRyMSRv6wIAPr6+iITx1atWonpldDj8ePHcHV1xfr167Fhw4ZaPefatWsYPnw4zpw5g0mTJtEcoXS7d+8e+vfvj6CgIHTs2LFOz+VwOIiLixOadUxOTgYAsFgsUBSF7t27Y8CAAdWWq0lR+S+qfifVtpC8oiAJ5Xe8evUKzs7OePDgAXr37s10OBLz7NkzuLi4YOvWrYyVSUpLS4OBgYHE9k/l5+cjLCysWuIYEREhOI2op6cnNOtoampa7yUnaU1mFIU0JPWFhYWCwvNVE8d3794JHmNoaCi0TG1tbS0T7VJrsmnTJmzevBmBgYHo1atXrZ4zceJE3Lx5E5GRkWjXrh3NEUqvqVOn4unTp4iNja1xtpaiKHz8+LHaHsfw8HBER0ejoqICwJctEF/POFpZWcHDw0NmCp5L2vv376Gvr09ubGpAEsrvWLVqFU6cOIH09HSZ3VBcX6tXr8bvv/+O169fw8HBQeLj79u3DytWrEBWVpagdZs48Nu/fT3ryP8SV1VVhY2NTbXk0d7eXuwfrrK23CpvJNleLT8/X2TimJqaKniOsbGxyMSxvt0+pBmXy8UPP/yApKQkhISE1OrfVm5uLmxtbdGpUyf4+voq5NJ3WVkZdHR0sGTJEmzcuBHAl1qqERERQrOOeXl5AICmTZtWW662t7eHnZ0dNDU1RY4hjQXPpcX+/fuxbNkyZGZmSv1KABNIQvkNFEXBysoKPXv2lIle1+JWXl6OLl26gKIovH79GmpqahId38XFBS1btsSNGzfqfY2SkhJERERUSxzDwsJQWFgI4EtplK9nHa2srAQFrukmDwdCZFXv3YG0tr9syiuBXshxREZG4sOHDwC+LCmamJgIJY5WVlZSUXdPkt6/fw8HBwe4uLjU2BHn6yXFqJcPMXbkMJw+fRqTJ09mIGrmVFZW4uDBg1iyZAlmz56NDx8+IDw8HCkpKQAAZWVlWFhYCM06GhkZ1Xm5Wh56fdPB1dUVTZo0we3bt5kORSqRhPIboqKiYGtrixs3bmDw4MFMh8OIsLAwdOrUCUuXLsXOnTslNu7Hjx+hp6eHf/75Bz/99NN3H89f4vl61jE+Ph48Hg9KSkqwtLSsljg6ODjUWIxZkv5X54zCl23ddURRAIulEHXOxKWonAP2Rj9a21+CosCOPQV7G8tqiaOstg6lA39v5IEDBzBv3jwA3+5SxAKgxilEfvQzXNm5CD3sTBmJm04UReH9+/dCM44xMTGC5ep27dpVm3HkL1fXtmh8bWKQpV7fkpCZmYm2bdviyJEjmDFjBtPhSCWSUH7D1q1bsWvXLmRlZYntH6os2rlzJ9auXYtHjx6hR48eEhnz4MGDWLx4MTIyMoROp1ZUVCA6OlqoPE9OTg4AoEWLFkKJo62trVR/kfPrnJVXcgBW7WcTlECBU1mBEQaV2LdwHI0RypfIj/kYvP8J7eOQ4vLft2DBAhw7dgy+95/ibAynVl2K+GVbepppYocMl2XJz8+vtlwdFhaGiIgIfP78GQDQvHlzwXK1mZkZ1q5di3Xr1mHdunW0x8Zf+h40aBDOnTtH+3jS7ujRo5gzZw7S09MV8nR7bZCE8hs6duwIc3NzeHt7Mx0Ko7hcLlxcXJCZmYmQkBCJ7Olyc3ODmpoavLy8RJbn4beBMzExEUoeDQ0NGZ91rI+03BIsvfAar98XARTvm4ll1TpnZU9Owe/qOYSGhsLY2FiCEcuut6l5GHH4Ge3jkPaX31dWVganUfNQajsUyiqNwK3DN5ISKDRSUZb6LkUVFRWIjY0VmnXk76FVVlaGpaWl0Kxj1c+y06dPY+rUqUhNTZVYJzP+0rePjw+GDx8ukTGl1YABA1BZWYmAgACmQ5FaJKGsAb+gtre3N8aNIzM/8fHxcHR0xJQpU3Do0CGxX5/L5SI+Ph6hoaF4+vQp9u/fj1atWgnu1Js0aQI2m10tcWSz2TJ90rUmfxw/j60XH8K4xxDklit9t85ZQUEBHB0d0bZtWzx8+JDRMk/SrLKyEomJiYiOjsbjiGT8W2JJ+5hkhvL7+Fs+5KFLEUVRSEtLq3ayOjw8vFovdD09PZGnq7+3R33gwIEoKyvDgwcPJPBKviBL31/k5eVBW1sbf/75J+bPn890OFKLJJQ12Lt3L3755RdkZWXJZdJSH4cPH8bcuXNx584dDBgwoN7XKSgoEFmep7S0FAAEieTixYvRrVs3ODg4wMzMTGFO2VMUhTFjxuDBgwd49SYUpSrNvlvn7OnTp+jVqxc2btwokeUwaVZSUoLY2FhER0cLTlZHR0cjISFB8KXeWksXLaYdA0j7S0bJ8qG0z58/C804RkREID8/H8CXrTdfJ452dnZo3bruM9YZGRlo3749Dh06hFmzZon7pXzTp0+fYGNjo9BL32fOnMGUKVPw/v17tG/fnulwpBZJKGvQu3dvNG/evEEnjOUNRVEYOHAgIiIiEBER8d0PRoqiBOV5qu515BfRbdSoEWxsbKrNOjo4OMDDwwMURcHf318SL0sqZWVlgc1mo3PnzrUukbJ+/Xps374dT58+hbOz/NehzMvLEySNVRPHlJQUQfHvdu3awdraWuhHR0cHrnse0HrKm7S//DZZKZtVUVGBmJgYoVnH9+/fAwBUVFRgZWUllDxW7YzVUAcOHMCSJUuQnp7OyCyhoi99Dxs2DFlZWXj2jP5tMrKMJJQiZGZmQldXF8eOHcP06dOZDkeqvH//Hmw2W+hutbS0VGR5noKCAgCApqam0F5HKysrqKqqVrt+dnY2dHV1ceDAAfz8888SfW3S5vr163B3d8fx48dr9T6srKxEz549kZubi7dv38pF/UJ+P2FRiWNGRgaA/5XiEZU4fqt+qSTrUBLCpK2wP0VRSElJEZp1jI2NFbRU1dfXF+xv5P9YWloKfY6JW48ePdCmTRtcv36d1nFqoshL34WFhdDS0sK2bduwbNkypsORamQtRgT+jJC7uzvToUid9u3bY8uWLViwYAEoigKPx0NoaCji4uIE5XksLCzg6OiIwYMHC5LHtm3b1upu/dq1a+DxeBgxYoQEXo10Gzp0KKZPn47Fixfjhx9++O6Bm0aNGuHcuXNwdHTE4sWLcfz4cQlF2nBcLhfv3r0TShpjYmIES4iNGjWCpaUlrK2t0atXL0HSaGFhUa8T/J7OBjj1/J2YX8kXXB6FiV2l95AI0+IzCvE4IVvs1+XyKDxOyEZCZuE3uxTl5eUJdZGJiIgQ1Kdt2bIl2Gw2evXqhXnz5gmWq5koZp2cnIxnz54xutzMYrFw5MgR2NjYYOHChQq19H3r1i2Ul5dj5MiRTIci9cgMpQiDBg1CSUmJRDc/SyP+Us/XS9bZ2V++CFgsFjp37owuXbpUK8+jrl7/5aYff/wRpaWlCv9nz1dQUAAHBwfo6+sjMDCwVvtIT5w4gRkzZuDq1atS9yFYXl6O+Ph4ocQxLi5O0OKyWbNmImcbTUxMxH7gSNpmyRSFpGaHy8vLER0dLTTryC8036hRI1hbWwstV+vp6UlNpYgdO3Zg69atyMjIYHzVQRGXvseOHYvExEQEBwczHYrUIwnlVwoKCqClpYXffvsNixYtYjocicnJyRFKHKOiooTK8/B/9PX1MWjQIHTu3BnXr18Xy4cvOUkn2sOHD+Hm5obdu3fXasmFoiiMGjUKDx8+RFhYGCObyAsLCxETEyOUOCYlJYHL5QL4sg2C316w6o8kv8xlZR+fvKG7S5FaZQGUb21BXFyc4P1maGhYLWm0t7eHhYWFxLpi1Re/VeL58+eZDkXhlr5LS0uhpaWFNWvWYM2aNUyHI/UUPqH8urVXUOBt/DRxPFJSUmBgIH9LVlwuFwkJCULJI/+OnV+ep2ryaG9vL/Kke133+H0P/yTdhw8f0K5duwZfT54sW7YMBw4cQHBwMOzs7L77+JycHLDZbNja2sLPz6/OrddqKysrS+T+Rv6BBeDLvjNRiWNNvYQlTZZPGssiSXUpGlh0D05sG8FytSxW64iIiACbzYavry+GDh3KdDgAFOvU93///YcRI0YgJiYGlpb0lxmTdQqZUH6rtRcoCkqluZjcpyM8nQ1grlPzPhxpV1hYiLCwsGqJY0REBEpKvswMtG/fvlri6ODgAHNz8zqV55k+fTouXbqEsLCwBhfVdnd3R25uLp48ob+DiawpKytDx44doaamhhcvXtTqEMC9e/fQv39//PHHH1iyZEm9x+bX1hOVOPK7EykrK8PU1FQocbSysmJ8ma42/tf+smFI+8vvI12Kam/t2rU4fPgw0tPTaT/4UxeKsvQ9adIkvH37FhEREUyHIhMUKqFMyy3BGp/wWrX2qtqJZLuUt/bin078etYxKSkJwP/K83ydPIpjhqigoAD29vYwNDREYGBgvWfC+FsNdu3ahcWLFzc4LnkUHByMrl27YtWqVdiyZUutnrNkyRIcOnQIr1+/hr29/Tcfy+FwBIW/qyaOMTExKC4uBgA0btwYlpaWQomjubm5VH3h1Qe//SWHR9Vpbx/F40IJFHaMdpLqbi3SQlJdiv4eZYaBnWR3VomiKJiYmKB///44cuQI0+FUowhL3xUVFdDW1saiRYuwadMmpsORCQqTUNb3y0JZiQUVJZbUtPYqLS1FZGRktcQxLCxMcBKWX56n6o+1tTWtX/b8PX579uzB0qVL63WN8+fPw9PTU263GojLli1bsHHjRjx9+hRdu3b97uPLysrQpUsXUBSF169fo3HjxigtLa1W+JufOMbHxwv2zLZs2RLW1tZCiaOhoaFcF5ivetPJ7xddE/5Np1Ur4P6O6fhjy1osWLBAcsHKkLKyMsFhrKdRKbhWbkP7mEYxFxD471mpOVxTV8+fP0f37t0RGBgIV1dXpsMRIu9L33fu3MGPP/6I0NDQ796ME18oREIpruUsSbb2oigK6enpQrOOsbGx1crzfJ08tmvXjpEP0KVLl+LQoUN48+YNbGzq/mUxcuRIfPz4ES9evKAhOvnB4XDQo0cP5OXlISQk5Jsn6j9//ozo6Gjcu3cPmzdvhr6+PlgsFt69eyco/K2rqysycdTV1ZXZL2Jx6DPCE9mtrdHKpgdSc0q+2/5y4cKFOHr0KF69eqXQXz7Z2dmIiYkR/PBLPyUnJwvec5q67dF0yt+0dikCgNTfR+Poof2YMWMGrePQZeHChfj333+RkpIitTdx8rz0PXPmTAQGBiI+Pl6hPwvrQu4TSlnYcF9ZWYmYmJhqiWNoaCiysrIAAM2bNxdKHO3s7BpUnkfcSktL0bFjRzRp0gQvXryo08nJoqIiaGlpYcuWLVi+fDmNUcqH2NhYODo6YsaMGfjrr7+Qnp5ebbaRP+OYnp4O4Et5p9atWyM3NxejR4/Gjz/+KEgcmairJ+1KSkqgoaGBbdu2YenSpUIH90S1vywrK0Pnzp3B4/EQFBRUr7qYsoLL5SIlJaVawsj/4ZcUU1JSgrGxMaysrAQ/1tbWsLS0hKamJu2nvA011GEW7YXLly8jIiJC5lY9OBwO2rdvj0mTJmHPnj1Mh1MjeV365nA4aNu2LaZNm4Zdu3YxHY7MkOuEUhpLguTm5oosz1NRUQEAMDY2FkoejYyMaDulK05BQUHo2rUr1q5dW6c9J5cuXcK4ceOQlJTU4IM98orH41Ur/H316lW8ePECzZo1Q1FREYAve2XNzc2FZhstLCzQuHFjDBw4UFCHT1pOWEujW7duYfDgwYiOjoaVlVWtnxcREYHOnTtj2rRpOHjwII0RSga/J/rXM45xcXEoLy8HAKirq8PS0lKQMPKTR3NzczRu3LjGa0uiDuWS3nqws7ODtbU1/Pz8ZGqW6e7duxgwYACCgoLQsWNHpsP5pk+fPsHW1hY//vij3Cx9BwYG4ocffsDLly/RpUsXpsORGXKdUDJZtJjL5SIxMVFo1pFfTqVx48Yiy/N8q1WcLNi0aRO2bNmC58+fo3PnzkK/L2q2Z+qkCUhKSkJQUBADEUuXioqKaoW/+T8xMTGCwt9NmzaFlZUVPnz4gJKSEhw8eBCdO3eGiYnJN2eGP378CHt7e7i4uODff/+VqS9YSVqwYAFu3ryJxMTEOv8ZHTp0CPPmzZOqMi/fQlEUMjMzhZaoY2JikJKSInicjo5OtYSRn0Dq6enV62Y3PqMQ/fY+EudLqcZ/SS+YaTeHn58fBg4ciKNHj2LmzJm0jSduU6dOxbNnzxATEyMT/069vLwwadIkuVn6nj9/Pnx9fZGSkiITf/7SQm4TSkl9YAFfyvOEh4dXSx7Dw8MF5XnatWsnsjyPuLt+SIPKykp069YNxcXFePPmDZo0afLNMk0sAJWf0+GorYI/546U6TJNdVFUVFSt8Df/JyEhQVCIWUNDQ+T+Rv6XeFpaGthsNoYOHYqzZ8/Walx+XbVjx47J7N4yOlEUBTMzMwwcOLBes4z8JcBnz54hLCxMauqpcjgcJCcnCy1Rx8TEIC8vD8D/Sj9VTRitrKxgaWmJ1q1biz0mSd3wz5gxA5cuXZKZpe/S0lLo6Ohg6dKl2LhxI9Ph1Io8LX3zeDzo6elh7Nix2Lt3L9PhyBS5TSjpXFJRAgUr5Sw0ib6B0NBQJCYmAgBUVFRElufR0tISewzSLDo6Gk5OTpg8dwlKbYfXqkyTEgvgUZCJMk11kZ2dLZQ0RkdHIzU1VfAYPT09kYljbd43/E3xV65cwahRo2oV08yZM3H+/HmEhITA3Fwyh8xkRWxsLKysrHDjxg0MHjy4XtfIzs6Gvb097UXlReHfqHy9TF31BH+zZs2ElqitrKxgZmYm0dJPktqSlJ+fL1NL31evXsXo0aNlrpi2vCx9P3v2DD169MCjR4/g4uLCdDgyRW4TSro3ffPy02Eee16QNDo6OtJenkeWzNj+D+7mtoKKqhrqktNLW5mm2qAoCu/fvxeZOPIPVikpKcHU1FQocbSyskLz5vWflaUoCqNHj8bDhw8REREBXV3d7z6nqKgITk5OaN26NZ4+fSr1reckae/evVi1ahVyc3MbdOjN398f/fr1w+7du8V+0IyiKHz69EnkMnXVDkXt27cXWqK2srJirBKEKJI6NMlf+j5y5AhmzZoltvHoMHr0aLx7904mtwDJw9L3smXLcO7cOXz48EFqT9dLK7lMKCXR2osFIGLjAKHTnkSVMk0U1aDSIJIs01QbHA4HSUlJIvc3FhYWAgDU1NRgaWkplDiam5tDTU2NlriysrJgZ2cHZ2dnXLt2rVbJwqtXr9C9e3esXr261kXSFUH//v2hpKSEO3fuNPhaK1euxN69e/H8+fN6HayorKwUFJr/etaxoKAAwJdVEXNzc6EZR0tLS5lpNSipLkUzZ86Et7c3IiIiYGho2ODx6JCfnw8dHR1s27YNy5YtYzqcOpP1pW+KomBsbIwff/wRhw8fZjocmSOXCSVp7cUcWSjT9D1lZWVChb/5p1v5p/FbtGghSBarJo5GRkaM3NX6+vpi2LBhOHHiBKZNm1ar52zduhUbNmzAw4cP0bNnT5ojlH5FRUXQ0NDA7t27sXDhwgZfr6KiAt26dUNhYSHevHlTYwvK/Px8kbUbExMTweFwAPyv0PzXM47GxsZyMcPc0MYTm91tv/s5UVBQADs7O1haWuLu3btSM0tb1enTpzF16lSkpqZCT0+P6XDqRZaXvt+8eYOOHTvi3r176Nu3L9PhyBy5TCgl1drLZ053OBmIf7O6rJLGMk3fkp+fL3KZOjk5GTzel9fAP936deLYtm1bqftCqmtfdS6Xi969e+P9+/cIDQ2V+QoDDXX9+nW4u7sjPj4eZmbi6ccdGxuLDh06wMPDAxs3bhSabYyOjhbUCwUAAwMDoSVqKysr6OjoSN37Tdzq06Wornuu+eV4/v77b8yePVtcoYvNgAEDUFFRgcDAQKZDaRBZXfpeu3Yt/v77b6Snp8vFjZqkyWVCSWYomcFkmaaa8MuiREVFCSWOHz9+FDzOyMhIZOJIx+lWutSnr3pycjIcHBwwbNiwWp8Ul1dz5syBv78/4uPj632N8vJyxMfHV0saHz9+XO0QlpqaGiwsLIRmGy0sLNC0aVNxvBSZdv1REKZsOQYzF3dkleK7XYrqatasWbhw4QLCw8NhZGQkrrAbLCMjA+3atcPhw4elfp/n98ji0jdFUbC2tkb37t3xzz//MB2OTJLLDYBGGk3BAmjfQ2mkQT78+eIzCvE4IVvs1+XyKDxOyEZCZuE3vzx4PB5SU1NFJo78sij8/WbW1taYOnWqIHG0tLSUqq5D9dWiRQucPn0abm5u2Lt3b636qhsbG+PgwYOYPHkyBg8eDA8PDwlEKn0oisKtW7dqPZuSm5sr8lBMUlKSYHa7TZs2sLa2Rt++fREUFITExETcvn0b3bt3J5v9vyH8yV1UvjiPJzf3o5JS+m6Xorras2cP/Pz8MGPGDNy7d09qZn4vX74MZWXlWldrkGYsFgtHjhyBra0tFi5cKBNL31FRUYiNjZXqzkTSTi5nKAH6T3kbaqjj4XI32q4vayTR+WKjuy0qKyuRkJAglDjGxsYK6n6qq6sLZn2qzjiampoqxDLGsmXLcPDgQQQHB8PW1lbo978uLm/YRh0zfpqEO3fuICwsTCZq9YlbZGQk7OzscOfOHQwYMADA/25SRC1T80/vs1gswex21RlHKyuramWf8vLy4ODgAGNjYwQEBJCE8ht69OgBHR0d/Pvvv7SNce/ePfTv3x+HDx/Gzz//TNs4ddG9e3doaGjg+vXrTIciNrK09L1582bs2bMHWVlZtB2glHdym1BKKsEhvqA7gVeryIfSrS1ISEgQHFTgzwB9nTjq6+vLRKtKupSVlaFjx45QU1PDixcvoKqq+t3i8u1bqSHtxR20L0vG4xuXFCrhKS0txdq1a3Hw4EGsWLECCQkJiImJQWxsrKA7UZMmTQQtBqvubzQ3N6913+5Hjx7B1dUVW7Zswdq1a+l8STIrJycH2traOHLkCO2F92fPno3z589LxdJ3cnIyTExMcP78eYwfP57RWMRJlpa+HRwcYGtri/PnzzMdisyS24RSkp1yFJ0kyjSBojCo5D7Y1haCxFFLS0tqlqukTXBwMLp27Yr5qzYi26hvnYrL66kU4sISd7kpLg98+WLLzs4WWqKOiYnBu3fvwP8Y1NbWFln028DAQCw3KevWrcOOHTvw5MkTdO3atcHXkzfnz5+Hp6cnPnz4QHuXoYKCArDZbJiZmeHevXuM3oTu2LEDW7duRWZmptzto5WFU98JCQkwNzevU4MIQpjcJpSAdB4SkUfkEJR0mrjhEB4X60K5jsXlKR4XairK2DycLTPF5fm4XC6Sk5NFluHJzc0F8L8i8/xk0dDQEIsWLcKOHTuwYsUKWuOrrKyEi4sLMjMzERISIjO1IiXF09MT0dHRePPmjUTG4xegP3jwIObOnSuRMUVhs9lgs9lyOzsm7Uvfu3btwqZNm5CVlSV3Cb0kyXVCKWtlbGQVKdMkfRpcXP7/nydtxeX5iouLERsbKzTjWLVWaNOmTUWW4DEzM6u2R8rHxwcjR45EUlJSrcotNVRSUhIcHR3JyfqvcLlcaGtrY+7cuRIttv/zzz/Dy8sL4eHhEvn7/1p4eDjs7e1x/fp1DBkyROLjSwJFURg+fDhevnwplUvfXbp0gb6+Pq5evcp0KDJNLk958+m3Uccmd1uxFtre7G5LksmvqKpIZqlIUuPIOu/Xqf/rPFLfLQH//7w9d+Og1UxN4sXlgS9fQhkZGSKXqauW4Wnbti2sra3Rq1cvzJo1S5BAtm/fvlZbIm7dugUrKyuJJRMmJiY4dOgQJk2ahIEDB8LT01Mi40q7ly9fIjc3F4MGDZLouLt378adO3cwbdo03L9/X+JL3xcuXECbNm3Qv39/iY4rSSwWC3///bdUnvpOTU3F69evsXjxYqZDkXlynVACgEdnA2QXlTestdf/z9as6G/JyBertCNlmqRHWm4JNvhGivGKFNb7RqK7qSZtN1KVlZVISkoSuUydn58P4EvJJzMzM1hZWWHChAmCGUdLS8sGFWSnKAq3b9/GuHHjxPVyamXixIm4c+cO5syZg27dusHExESi40ujmzdvQlNTE126dJHouM2bN8eJEyfQt29fHD58GPPmzZPY2BRF4cKFCxg9ejRUVVUlNi4T2rZti7/++guTJk3CmDFjpGbp28fHB6qqqnI7OyxJcr3kXVW9W3uxAE5lBczz3+Dekc3kEEgNSJkm6UDLvmEW0N1Us8H7hgsKCkQuUyckJKCyshLAl1qaog7F0FXyKSwsDA4ODvD390efPn3Efv1vyc/Ph5OTE3R0dPD48WOoqMj9/f03OTo6gs1mM7YNYM6cOThz5gzCw8MlluA/f/4c3bt3x4MHD9C7d2+JjMkkaVz67tWrF1q0aIEbN24wHYrMU5iEEqje2ut7J16rtvbq3igFc6eMk9p2XdKAlGlinjRUNqAoCh8/fhRZu7FqZyJ9fX2hTjFWVlbQ1dWV6E3bzp07sXXrVuTk5DBSe+758+dwcXHBmjVrsHnzZomPLy0+fPgAPT09RsvmFBYWgs1mw8jICAEBARJZ+l6wYAF8fHyQmpqqMKXOpOnUd3p6Otq1a4cTJ05g6tSpjMYiDxTqlli/jTrOTnf+X02+uEyk5gjX5BNu7eWM8BcPsGjRInTp0gVOTk4MvQLp5elsgFPP39FybS6PwsSuZKvB95x7mfrdG6X6YoGC14tUQVJfUVEhqNf49YxjUVERAEBVVRXm5uawsrLCtGnTBMmjpaUlmjVrJvYY6+PWrVvo27cvY4WMu3Xrho0bN2LDhg3o27cvevXqxUgcTLt16xaUlJQEReWZ0Lx5c/zzzz/o06cPDh06hPnz59M6HofDwaVLlzBp0iSFSSYB6Vr6/u+//6CkpAR3d3fGYpAnCjVDKcrXXUNqau1VVlaGHj16ID8/H8HBwQ3atyWvSJkmZtG97aAJpwgWcecRExODxMREcLlcAEDr1q2Flqitra1hZGQk1cu4nz9/hqamJg4dOsRo72Qulws3Nze8e/cOoaGhMtU/XlyGDx+OnJwcPH78mOlQMHfuXJw+fRphYWEwNTWlbZy7d+9iwIABCA4ORocOHWgbRxpJy9J3v379QFEU/P39GRlf3ih8QlkXSUlJ6NChA/r27YvLly+T/ZRfIWWamCOJ4vIURcEi9G/YWZlXSyBltcD85cuXMXbsWKSmpkJfX5/RWFJTU2Fvb4/+/fvj4sWLMvnnWV/l5eXQ0NDAr7/+ilWrVjEdDoqKisBms2FgYIDAwEDaZg9/+uknPH/+HDExMQr1983H9NJ3Tk4OdHR0sH//fsyZM0fi48sjxZlnFwMTExOcPHkSV69exYEDB5gOR+rwyzSJEynTVDspOcX0dirC//etZnfGn3/+iVmzZqFXr17Q1taW2S/DW7duwc7OjvFkEgAMDAxw9P/au/O4GvP2D+Cfc0pRGFqJFi1CGxFZkgZlDRlElsGMsS8z9sEwYxuDGdss1sEUxhLRYpuyS9aSpVI6KNJGKtXp3L8//DpPKXQ6933us1zv18uLZ5y+3ytPda77u1zX1q04ePAg/v77b77DUajz588jPz9f4eWCPqRu3brYtWsXzp8/jy1btnAyR2FhIY4cOYIRI0ao7PePvMq2voOCgnD06FGFzx8SEgKJRIJBgwYpfG51RQmljAYNGoSZM2fiu+++w7Vr1/gOR+n4u1lgtndzucYoWzSnMk3VV8ziqvDH7A3ch8jISIXMxSWJRILw8HClSWIAYOjQoRg3bhymTZuGhAQ5ypypmNDQUDRt2hROTk58hyLVrVs3TJkyBfPnz8ejR49YHz8sLAx5eXlq1be7JgICAuDr64uJEyciKytLoXMfPnwYnTt3RqNGjRQ6rzqjhLIGfv75Z7Rp0wZDhw6VtnMj/zPVyw6r/Zygqy2EllC2p28toQC1hAyywjagdvI5jiJUP4oq+u7a2hmjR49GTk6OQubjyu3bt/HixQv07t2b71Aq2LBhA8zMzDBixAhpxx91Fxoair59+yrdSt3q1athamqKcePGQSJh94EtKCgIbdu2RfPm8j18q7qygufFxcWYPn26wuZ9/fo1Tp8+TX27WUYJZQ3o6Ojg33//xevXr/Hll1+CjqFW5u9mgTOzPNHJ+t1ha0ZS+tHXlyWenawNETm7O0Z2ssGkSZNw6dIlzmNVB2XF5bkkALBr0xq8efMGEydOVOmv+7CwMNSrVw+dO3fmO5QK6tati3379iE2NhaLFy/mOxzOJSYmIikpCX379uU7lErq1q2LnTt34vz586wecXr16hVCQ0MxYsQI1sZUZXxsfYeGhqK4uBh+fn4KmU9TUEJZQ5aWltizZw+OHz+OdevW8R2OUior07SknRB5N0NhVk+7UtIjwLui5aM6WOLMrK7YO74DzA30sGHDBnTs2BF+fn4V2uyRqunrasOC47OmFoZ6sLe2wp9//ol///1XpftQh4WFwdvbm5Ni6fJq27YtVqxYgTVr1qj97dPQ0FDo6uri888/5zuUKnXr1g1Tp07F/PnzkZSUxMqYwcHBKC4uVnh3JmWm6K3vw4cPw83NDRYWdKSKTXTLW07z5s3DunXrcO7cOaVb7VAWM2fORHBwMB4/foyC4tJqlWkCgJcvX8LNzQ0GBga4ePEi9PTocs7HKLK4/OjRo3H06FHcuXNHYT2w2ZKVlQUTExNs3boV48eP5zucKkkkEnh7e+PevXuIjY2FkZER3yFxomfPntDS0kJERATfoXxQfn4+nJ2d0aRJE0RFRcl969vb2xslJSVqcRaZTWW3vnv16oWgoCDO5ikoKICxsTGWLFmCefPmcTaPJqIVSjktX74cHTt2xLBhw/Dy5Uu+w1FK4eHh6NWrFwQCAfR1teFg9hnaWDSEg9lnH0wmAcDY2BjHjh3Dw4cPMW7cOJXeYlWEgA4WnCSTQOXi8ps3b4ahoSFGjhwJsVjMyZxcOXXqFCQSidKdnyxPKBRiz549KC4uxvjx49Xyaz8vLw/nzp1Tyu3u8vT19bFz505cuHABmzZtkmusFy9e4OzZs7TdXYWyre99+/YhODiYs3kiIiJQUFBA5yc5QAmlnGrVqoX9+/ejqKgIo0aNYv3wtqpLTk5GQkICevXqVaOPd3Fxwe7du3HgwAGsXr2a5ejUi51pPXjYGsl8EepTtIQCeNgaVWi7WL9+ffzzzz+4evUqVq1axep8XAsLC0Pr1q1hZmbGdygfVdYSLiQkBH/99Rff4bDu7NmzKCkpUaqb9h/i6emJadOmYcGCBUhMTKzxOP/++y+0tLQomfmAsq3vSZMmcbb1ffjwYTg7O8PW1paT8TUZJZQsaNKkCQIDA3Hq1ClKet5z8uRJaGtro3v37jUe44svvsDixYvx/fff4/jx4yxGp35WDnKCNssJpbZQgJWDKpd06dy5M77//nssW7YM0dHRrM7JFYlEgoiICKVenSxvwIABmDRpEmbNmoV79+7xHQ6rQkNDYW9vz2k3GjatWrUKZmZmct36DgoKQq9evWBgYMBydOqh/K3vadOmsT5+UVERTpw4QZdxOEIJJUu8vb2xaNEiLF68GFFRUXyHozQiIiLQuXNn1K9fX65xli5digEDBiAgIEDt3ljZpOji8osXL0bbtm0xcuRIaQ9vZXb9+nVkZmaqxKpYmbVr18La2hrDhw/H27dv+Q6HFQzDICwsTOm3u8sr2/q+ePEiNm7cKPPHJycn4+rVq7Td/Qlcbn2fOXMGr1+/phVijlBCyaIffvgBnp6eGD58OF68eMF3OLwrLi7G2bNna7zdXV7ZmTILCwsMGDBA5esgcomN4vJlPlVcvlatWggMDER6ejpmzpzJypxcCgsLQ4MGDeDu7s53KNWmp6eHffv24eHDh0rRmpANd+7cQVpamkollADQtWtXTJ8+HQsXLpR563v//v3Q09ND//79OYpOfXC19X348GE0b94cDg7sPnSTdyihZJGWlhaCgoLAMAxGjBiB0tKP115Ud5cuXUJ+fj4rCSUA1KtXDyEhIcjOzsawYcNU7jKIIslbXF5XW4if/ZwwxevT54xsbW2xYcMG7Nixg9PD9GwICwuDj48PtLU/fBlMGTk7O2PNmjXYsGEDwsLC+A5HbqGhoahXrx66dOnCdygyW7lyJczMzDB27Ngqf8bnF4kRn/YKt0Q5iE97hfyidz+ngoKCMHDgQOjr6ys6ZJXDxdZ3SUkJjh07hsGDBytdEX11QWWDOBAZGYkePXpg0aJFWLZsGd/h8Gbu3LnYu3cv0tLSWP0G/u+//+Dt7Y3p06dj/fr1rI2rjp5kF2BhcBwuJGVCwEjACD78DKklFKBUwsDD1ggrBznJ1EOdYRgMHjwY586dQ1xcnFJeeMnIyECjRo2wa9cujBkzhu9wZMYwDPr27YsbN24gNjYWpqamfIdUY506dULjxo1x+PBhvkOpkQsXLsDT0xPr1q3DrFmzkPgiD4HRIkQ+zIAouwDl31QFAEzraiMh6gjWTPDFV0NUa1WWT//88w9GjRqFI0eOyN1z+8yZM+jZsyeuX7+Otm3bshQhKY8SSo4sX74cS5YsQUREBLy9vfkOhxfOzs5wdXXF33//zfrYmzdvxrRp07Br1y58+eWXrI+vbhJf5KHXtBXQtXJFoZZ+pTc8C0M9eDU3wUh3iwq3uWWRlZUFJycnODo6IiIiQu56fWzbu3cvRo8ejefPn6tsMpaRkQEnJye4uroiNDRU6f6NqyMzMxMmJibYvn07xo0bx3c4NTZz5kxs2xcMn0W7cDOtUPpA9iGMpBQCoVaNHtg0FcMwGDhwIKKjoxEfHw9DQ8MajzV58mSEh4cjOTmZVig5QgklRyQSCfr06YObN2/i1q1baNKkCd8hKdSzZ8/QtGlT7Nu3D/7+/qyPzzAMJkyYgD179iAqKgodO3ZkfQ51kp6eDjMzM+zfvx/9Bg6udnF5WZ0+fRre3t5Yv349Zs2axcqYbBk+fDiSkpIQExPDdyhyKbul/ttvv2HGjBl8hyOzwMBAjBw5EmlpaWjcuDHf4dTYnktJWHIsDhBoAUKtan+cllAAbaEAy3wd4P+R88nkHTYKnkskEjRp0gQjRoygznYcUr3HWxUhFAqxd+9e6OjoYPjw4Rp33u/kyZMQCoXo2bMnJ+MLBAJs2bIFbm5u8PPzw7NnzziZR12cO3cOwLt6erIUl5dVz549MXPmTMyfPx+xsbGsjSuv0tJSnDx5UmXKBX1Mr169MHPmTMydOxd37tzhOxyZhYaGwtXVVaWTyc2RiVhy4iGgpSNTMgm8axJQJJZg/pE4bI6seU1LTcHGre/Lly/j+fPndLubY5RQcsjY2BgHDhzA5cuXsXjxYr7DUaiIiAi0b99eri2KT9HR0cHhw4dRq1YtDBw4EIWFhZzNpeoiIyPRsmVLNGrUiPO5Vq1aBXt7ewQEBChNmZvo6Gjk5OSoVLmgj1m9ejVatmyJ4cOHo6CggO9wqk0sFiMiIkLlbneXtz9GhLWnElgZa+2pBByIEbEyljqT99b34cOHYWZmplLVHVQRJZQc69y5M1atWoXVq1cjNDSU73AUQiwW4/Tp06zd7v4YU1NTHD16FPHx8fj666/VskUdG6KiotCtWzeFzFW7dm0EBgYiMTFRacrchIWFwdDQEG5ubnyHwgpdXV0EBQXh8ePH+O677/gOp9rKEntVTSifZBfgh5B4VsdcEhKPJ9mq81DAB3lufTMMI73Uo4pnjlUJ/esqwHfffYd+/fph9OjREInU/2k0Ojoaubm5CkkoAcDV1RW7du1CYGAg1q5dq5A5VUlaWhoSEhIUllACgJOTE1avXo0NGzbg1KlTCpv3Q8LDw+Hj4wMtLdm2J5VZq1at8Ouvv+LPP//E0aNH+Q6nWkJDQ2FkZIR27drxHUqNLAyOg/gjF29qQixhsDA4jtUx1VFNt76vX78OkUhE290KQAmlAgiFQuzevRt169bFsGHDUFxczHdInIqIiICBgYFC3zSGDRuGhQsXYt68eQgPD1fYvKqgrHOTp6enQuedPn06evbsiTFjxiAzM1Ohc5eXnp6Omzdvqs12d3kTJkzAwIEDMX78eJU4RxwaGorevXurZGKf+CIPF5IyP3qTuyZKJQwuJGUiKSOP1XHVUdnW98SJE6vc+q6qBujhw4dhaGgIDw8PHiLWLHTLW4Gio6Ph4eGBqVOnqnX9RDc3N9ja2mLfvn0KnVcikWDgwIE4f/48oqOjYW9vr9D5ldWECRNw6dIlxMezu1VXHWlpaXB2doaHhweOHDnCS7mOXbt2Yfz48cjIyICRkZHC5+daVlYWnJ2d0aJFC5w+fVppt/WePHkCCwsL7N+/H8OGDeM7HJktDYnH3uhU1hNK4N3N71EdLLGU5bap6uj9W9+fqgHKvHkJc+Fr7Fw4FnamNSuJRqpHOX/yqKkOHTrgl19+wa+//qr0HUVqKiMjA9evX+flNq1QKMQ///yDJk2awNfXF7m5uQqPQRkp8vzk+8zMzLBt2zYcPXoUO3bs4CWGsLAwtG/fXi2TSQAwNDTE3r17ERkZqdRHPsLDw6GlpaWydXkjH2ZwkkwC71YpIxMyOBlb3TRu3BibNm3CwbD/4L3qOHr+dh57o1OR+l4yCeDd/65rjGd6Nuj523mM2hFN51U5RAmlgk2fPh1+fn4YO3YskpOT+Q6HdadPnwYA3t406tevj2PHjuHly5cYPny4xre/fPbsGRITE3lLKAFg0KBBGD9+PGbMmCFz/2N5lZSU4PTp02q53V3e559/jrlz5+L777/H9evX+Q6nSqGhoejUqRMaNmzIdygye1MkhojjRESUVSBt00g+Tmjngabf/IWHue9SyE8l+pL///1ychZ6/HoO++lmPScooVQwgUCAnTt3wtDQEEOGDFGasipsiYiIQJs2bRRSnuZDbG1tceDAAZw6dUppbhnzha/zk+/77bffYGZmhoCAAJSUlChs3itXruDVq1dqn1ACwI8//ojWrVtj+PDhePPmDd/hVPD27VucOXNGZW93p2blV1r9YhsD4HFWPsezqL7NkYlYEBwHRqgNAdUAVSqUUPLgs88+w8GDB3H37l2VKvnxKRKJBCdPnlTY7e6P6dmzJ9atW4e1a9di7969fIfDm6ioKDg4OMDExITXOOrWrYvAwEDcvHkTP/74o8LmDQsLg4mJCVxdXRU2J190dHQQFBSE9PR0TJ8+ne9wKjh37hwKCgpUNqEsFks+/SIVmkdVUQ1Q5UYJJU9cXV2xYcMG/P777zhw4ADf4bDi5s2bePnypVIklAAwY8YMfPnll/j6669x7do1vsPhRWRkJK/b3eW1b98eS5cuxcqVK3Hx4kWFzBkeHo5evXop7UUVttnZ2WHz5s3YtWuXUv1cCQsLg7m5ORwcVO/SSV5eHh7eV8yFNh1tzfg6rQmqAar86KuXR9988w38/f3x1VdfISGBnacuPkVERKB+/fpK01e7rBhumzZtMGjQIKSnp/MdkkI9efIEjx49gpeXF9+hSC1YsAAdO3bEqFGj8OrVK07nevr0KWJjYzViu7u8MWPGYNiwYfjmm2+QmprKdzhgGAahoaHo27cvL7f8q6u4uBhxcXEICgrCwoUL0b9/fzRr1gz169fHiP49OW+aIABgZajP6RyqjGqAKj9KKHkkEAiwdetWmJmZYciQISrfOjAiIgI9evRArVq1+A5FSldXV1quZtCgQWp3ZvVjyvp3d+3aledI/kdLSwt79+5FVlaWzB0vZBUeHg6hUKiyt4prquxB6rPPPkNAQADEYn4veiQkJODRo0dKs90tkUiQnJyMY8eOYcWKFfD394ejoyP09fXh7OyMgIAA7N27F2KxGEOGDMHu3btxI/oyLAz0OI3LwlAP+rranM6hqqgGqGqgr16e1atXD4cOHUL79u0xffp0bNu2je+QaiQnJwdXrlzBn3/+yXcolTRu3BjBwcHo2rUrJk6ciF27din1SglbIiMj4ejoCGNjY75DqaBZs2bYsmULRo8ejT59+sDf35+TecLDw9GxY0eVvFUsrwYNGiAwMBCenp5YuXIllixZwlssYWFh0NXVVfhKOcMwyMjIQFxcHO7evSv9PT4+Hvn57y6/NGzYEE5OTvD09MTUqVPh6OgIBweHKr9muj/htg6lV3N+zzkrs8BoEbSEAs7+7f+5KqIaoCyghFIJODk5YcuWLRg/fjy6du2KUaNG8R2SzM6cOQOJRAIfHx++Q6mSm5sbduzYgYCAALi4uGDWrFl8h8S5qKgopVkVet/IkSMRGhqKiRMnolOnTrCwsGB1/OLiYpw+fRoLFixgdVxV0qVLFyxatAg//vgjevTogU6dOvESR2hoKLy8vKCvz912bl5eHu7evVshcYyLi5N2aKpduzYcHBzg6OiIoUOHwtHREU5OTmjcuHG1Hy4DOljg7yuPOYm/VMJgpDu73wPqRBE1QJeCEkp5UUKpJMaOHYvz589j4sSJaNu2LVq1asV3SDKJiIhAq1atWE8M2DRixAjcuXMHs2fPRqtWrZQ2+WWDSCRCcnKy0lzIeZ9AIMAff/wBFxcXjB49GmfPnmW1Hd/Fixfx5s0bjTs/+b7Fixfj9OnTCAgIwO3bt/HZZ58pdP68vDycP3+etc5gxcXFePDgQaXEseysqFAoRPPmzeHo6Ihp06ZJE0dra2u5v77sTOvBw9YIl5OzWE1utIQCdLI2hK0JdXGpiiJrgNKRA/lQ60Ulkp+fj/bt24NhGMTExHD6RM8mhmHQtGlT+Pv7Y926dXyH81GlpaXw9fXF5cuXce3aNdjZ2fEdEif27NmDMWPG4OXLl0rdISYqKgqff/45Vq1ahXnz5rE27uzZsxEUFIRnz55pxPGGj0lJSUHr1q3Rt29fBAYGKvTf48iRIxg8eDAePXoEa2vran+cRCJBSkpKpcQxISFBeibU3NxcmjCW/d6iRQvUrl2bq08HT7IL0OPXcyhisbyPrrYQZ2Z5wpzjM5qqKj7tFfpu4r4qROi0LnAwU+wDl7qhdFyJ6Ovr49ChQ2jXrh0mTZqE3bt3q8Sb4d27d5GWlsZLu0VZaWlpISgoCB06dICvry+uXr2q8FUbRYiKioKzs7NSJ5MA0K1bN8yZMweLFy9Gz549WasXGR4ejt69e6vE9w/XmjVrhj///BMjRoxA7969FXqkJiwsDC1atPhgMskwDF68eFHlOceCgnerUmXnHL28vDBt2jQ4OTnBwcEBDRo0UNjnUcbcQA/LfB0w/wh7N4N/9HWgZPIjqAao6qAVSiX0zz//YNSoUdi+fTvGjx/Pdzif9Msvv2Dp0qXIysridHWATQkJCWjfvj26dOmCY8eOsbrdqgysra3Rv39/bNiwge9QPqm4uBju7u4oKCjAzZs3oacn35vr48eP0axZMxw6dAiDBw9mKUrVN2bMGBw5cgS3b9+GjY0N5/MxDIMmTZpgxIgRWLt2LV6/fl3lOcesrCwAQJ06daTnHMuvPMpyzlFRNkcmslJge463PaZ42bIQkfooKSnBgwcPEBsbizt37uBaYhoetxjO+by0Qik/SiiV1IQJE7B3715cvXoVLi4ufIfzUd27d0edOnVw4sQJvkORSUREBPr27Yu5c+di1apVfIfDmtTUVFhZWeHIkSMYNGgQ3+FUy/379+Hq6oqxY8fi999/l2usP/74A9OnT0dmZqZarj7XVF5eHlq3bg0jIyNcvHiRs/JeRUVFePDgAY4fP47FixfD3d0daWlpEInedSXR0tKSnnMsv13drFkzlXqw2x8jwg8h8RBLGJnOVDKlYmhrCbHSzwXD3JT3zLkivHz5Enfu3JEmj7Gxsbh37x6Ki4sBAJaWlnBo7Yr4luPwrlInNwQA7i71oTOUcqKEUkkVFhaiY8eOKCgowPXr11G/fn2+Q6pSXl4eDA0NsX79ekydOpXvcGS2du1azJkzB0FBQRg+nPunYEXYvXs3xo4di8zMTBgYGPAdTrX9/vvvmDJlCo4fP45+/frVeBxfX1+8fv1a2sec/M+1a9fQuXNnzJ07FytWrJBrrLJ6jlWdcywtLQXw7vJVr1694OzsLE0c7e3tVWYn41OeZBdgYXAcLiRlfrKsTdnfG4lfIinoJ9yLuQAzMzMFRsufkpISPHz4sELyeOfOHTx//hzAu9VpJycnODs7w8XFBc7OznB2dpYea/D8JRKpHF7MsTTUw7nZytMAQlVRQqnEEhMT0bZtW/Tp0wf79u1Tum0fAAgJCcGAAQOQmJgIW1vV27phGAZjxozBwYMHcfHiRbRt25bvkOQ2duxY3Lp1C7dv3+Y7FJkwDIP+/fvj2rVriIuLg6mpqcxjvH37FoaGhvjhhx8wd+5cDqJUfStXrsSiRYsQGRkJT0/PT76eYRg8f/5cmjSWJY737t2TnnM0MDCAk5NThRXHGTNmwNLSEocOHeL6U+Jd4os8BEaLEJmQAVFWAcq/qQrwrmi5V3MTjHS3gGEtMezt7dGjRw8EBQXxFTJnXr58WSFpfH/V0cLCQpo0uri4wMXFBTY2Nh9dnV4awm0N0FEdLKkOJQsooVRyBw8exNChQ7FlyxZMnjyZ73AqmTx5Mk6dOoWkpCS+Q6mxt2/fwtPTE2lpaYiJiUGjRo34DkkuVlZWGDhwIH777Te+Q5HZixcv4OTkBDc3N5w4cULmh6hTp07Bx8cHsbGxcHJy4ihK1VZaWoru3bvj0aNHuHPnToVV7FevXlU653j37t1K5xzLJ46Ojo5o1KhRhf+vXr58CVNTU+zYsQNjx45V+OfIp/wiMR5n5aNYLIGOthBWhvqVtlL//vtvjB07Fv/9959StUaVRVWrjrGxsdIWt3Xq1IGjo6M0aXx/1VEWiS/y0PO38yx/Bv9zZlZXKtvEAkooVcC0adOwdetWXL58WalW0BiGgbW1Nfr164dNmzbxHY5c0tLS0K5dOzRr1gz//fcfdHV1+Q6pRsoupBw9ehQDBgzgO5waCQ0NRb9+/Wr0EDVr1iwcOnQIIpFIKVf0lUVSUhJcXV1hb28PLy8vxMfHIy4uDk+ePAHwv3OO7yeO1tbWEAo/3bF37969GD16NNLT01X+AY0LEokEHh4eyMnJwZ07d5SqXW1Vyq86lv3+sVVHZ2dn2NrasnomdtSOaM5qgO4d34G1MTUZJZQqoKioCF26dEFWVhZu3rzJS7mMqiQkJMDe3h4nTpxQ2o4ssoiOjoanpycCAgKwfft2lUxI/v77b4wbN07lzk++b8qUKdi5cydu3ryJli1bVvvj7O3t0a1bN/z1118cRqc6SktLqzznmJiYKD3naGhoCHd39wrJo729vVwPVcOHD0diYiKuX7/O1qeidm7fvo22bdvi559/xuzZs/kOB8D/Vh3fTx6rWnUsSx6dnJwU0t6UaoAqP0ooVURKSgratGmDzz//HIcPH1aKZGfjxo2YM2cOsrOzVaYI+6eUFQTfsGEDpk+fznc4MhszZgxiY2Nx69YtvkORS0FBAdq2bYs6derg6tWr0NHRqfSa97cWJa9ewLmVPYKDgzFw4EDFB80jhmGQnp5eKXG8d+8eCgsLAbxLHN8/5/jXX3/h4MGDuHHjBlq0aMFKLGKxGMbGxpg+fTqWLVvGypjqasaMGdixYwcePHiApk2bKnTuzMzMSpdk3l91LH/OkYtVR1ntjxGxWgP0Zz8njb9pzyZKKFXIsWPHMHDgQPz666+YOXMm3+Ggd+/eEIvFOH36NN+hsOq7777Dhg0bcPLkSXTv3p3vcKqNYRhYWVlh8ODBrLW649OtW7fQoUMHzJo1Cz///DOAcpcfHmZAlF3x8gPAQJzzHKN7tsXYLrawM1XPM1G5ubnSLeryCWR2djYAQE9Pr8pzjqamppUeRPPz89G2bVvo6enhypUrrBz1uHDhArp27Yro6Gi0b99e7vHUWW5uLlq0aAFPT08cOHCAkzlKSkqQkJBQ4ZJMVauO5ZNHRa061gTVAFVelFCqmO+++w4bN27EhQsX4O7uzlschYWFMDAwwPLly/Hdd9/xFgcXxGIx+vbti5iYGMTExCikCDQbUlJSYG1tjWPHjsHX15fvcFixZs0azJ8/H/uPn8bx53VlKs/iYWuElYOcVHY76+3bt7h//36lVcenT58CeHfO0d7evlLi2KxZs2qdcyxTlrhPnz4da9eulTvuBQsWYMeOHXj+/LlMcWiqsvOmp0+fRo8ePeQa6/1Vx9jYWMTHx0tXHc3NzSusOLq4uPC+6lgTZTVAi0rEgKD6X2NaQgG0hQL86OtAK5McoIRSxZSUlMDT0xNPnz7FrVu3YGhoyEscJ0+eRK9evXD37l04OKhfuYWcnBx06NABOjo6uHLlCurVU/7Vrl27dmH8+PHIyspS2tUFWZWWlqLD8Fl4aekF7Vo6KJXhp1XZm8cyXwf4K/GbR2lpKR49elTlOUeJ5N15MUtLy0qJo7znHMtbt24dZs+ejVOnTqFnz55yjeXs7Iw2bdpg9+7drMSm7hiGQdeuXaUXX6o63vG+8quO5ZPHtLQ0AEDt2rWrrOuoLj8XACD49HlM3HEOdZq5asxDprKjhFIFPXnyBG3atEGHDh1w/PhxXlYBZs2ahcOHDyM1NVUpznNy4f79+3B3d4eXlxeOHDmi9Ksto0ePRnx8PG7cuMF3KKwp295iGEaur7PZ3s0x1cuOxchkxzAM0tLSqjzn+PbtWwCAkZFRpcTRwcGB88YGEokEvXr1QlxcHGJjY2FsbFyjcUQiESwtLXHgwAEMHTqU5SjVV2xsLFxdXbFixQrMmzevwt9lZmZWuiRT1apj+eTRzs5O5VYdZdWnTx+IRCIcPnMJ+649rVYNUCoNxC1KKFVUeHg4+vTpg9WrV1f6AaQILVu2hIeHB7Zu3arwuRUpLCwM/fr1w/fff4+ffvqJ73A+iGEYWFpaYsiQIVi3bh3f4bBClQ/g5+bmVkoc7969i5ycHACAvr5+leccTUxMeHtAS09Ph7OzM9zd3RESElKjOP78809MnToVmZmZSlONQlXMmDED27Ztw88//4xnz55Vuer4/g1rdVt1rK4bN26gXbt2CAwMxIgRI6T/vTo1QAl3KKFUYQsXLsSaNWsQGRkJDw8Phc1bVuvw8OHD8PPzU9i8fPn5558xf/58pV51SU5Oho2NDUJCQtC/f3++w5GbqpQIKSwsxIMHDyoljmXnHLW1tas852hlZaWUK94nTpxA//79sXnzZkyZMkXmj/f19cWrV69w7tw5DqJTH1lZWZUuyby/6vj+DWtNWHWsrsGDByM2Nhb379+HtjYljMqCEkoVJhaL0b17dyQlJeHWrVswMTFRyLxlqxBZWVn47LPPFDInnxiGwciRIxEcHIxLly6hTZs2fIdUyY4dOzBhwgRkZWWpxcqQshUxLjvn+H7iWP6co5WVVZXnHKtzJk6ZTJs2Ddu2bcP169fh6OhY7Y+jtpeVicXiKus6fmjV8eXLl1i+fDkiIiLg4+PDc/TKKT4+Ho6OjtixYwfGjRvHdzikHEooVVxaWhpat26N1q1bIzw8XCFPsAMHDkR2djbOn+euFZayKSwshIeHBzIyMnD9+nWFJe/VNWrUKNy/f18tCknz2WaNYRg8e/asUvvB8uccjY2NqzznqAoXt6qjsLBQWu7n2rVrqFOnTrU+LiIiAr1791bbi3qfUrbq+P4N66KiIgAVVx3L37Auv8LGMAy8vLyQlpaGuLg4le3YxaWAgABcuHABSUlJKvewpu4ooVQDZ86cgbe3N5YtW4bFixdzOldxcTEMDQ2xYMECLFy4kNO5lM3Tp0/Rrl072NnZ4ezZs0rzw4xhGFhYWGDYsGGslH3h29KQeOyNTmV1dbKMllCAUR0ssdTXATk5OVWec8zNzQXw7pyjo6NjhcTRyclJ6R4muHD37l20a9cOX3/99Qfbqr5/Xm3L6qUICwlGSkqK2l7UA96tOr5/w7qqVcf36zpWt3NVfHw8XFxc8OOPP2rcz9hPSUpKgr29PTZu3FijIxmEW5RQqomlS5fixx9/xOnTpzktxh0VFQUvLy/cvHlTKbd+uXb58mV4eXnhyy+/xJ9//qkUb5xJSUmws7NTmxaYnr9EIjW7gLPxa73NReHBeXj27BmAd+ccW7RoIU0ayxJHS0tLpTznqCibN2/GtGnTKnxdfbSwPMNAT1KAoV0cENDBQi0Ky2dlZVVIGt9fdWzatGmFFceqVh1rYvbs2fj9999x7949WFlZsfCZqIevvvoKoaGhSE5OrvbKOVEcSijVRGlpKXx8fBAXF4fbt2+jcePGnMwzf/58/P3330hLS9PYN9udO3di/Pjx2LJlCyZPnsx3ONi+fTu++eYbZGdnq/yZ1jdFYjgtPQlOfygxDIYKo+Hq7ABHR0c0b95caVablQnDMOjfvz+io6MRcSEGv116obaF5ctWHd9PHsseOmrXrg0HB4cKl2ScnZ2rveooq7y8PLRo0QLt27dHcHAwJ3OoGpFIBBsbG6xatUppep+TiiihVCMvXrxAmzZt0Lx5c5w5c4aT228uLi5o3bq1xhctnjFjBn7//XecPn0a3bp14zWWkSNH4uHDh4iJieE1DjbEp71C300XOZ8ndFoXOJipdvKtCC9fvkTrwVOg0zEAQu1aMh1DUNbC8uVXHcvfsP7QqmPZDWtF3yY+cOAA/P39ERoaij59+ih0bmU0bdo0BAUFITU1FXXr1uU7HFIFSijVzLlz5/D5559jwYIFWL58Oatjp6WloUmTJggKCsLw4cNZHVvViMVi9O7dG7du3UJMTAyaNWvGSxwMw6Bp06YICAjAmjVreImBTbdEORj0x2XO5wme1AltLDSvfp+sVLmw/PurjmW/l6066urqVqrr6OTkxFv3sfcxDIMePXogNTUVd+/eRe3atfkOiTfPnz+HlZUVFi1ahEWLFvEdDvkAKuCkZjw9PbF8+XIsXLgQXbp0Qa9evVgb++TJkxAIBHK3ZlMH2traOHDgANq3b48BAwbg8uXLvDw1JyUlIS0tjfdVUllIJBI8f/4cycnJSElJQXJysvRXSm4JtPtxe7EMAHS0NfO4hiz2x4iw9lQCAMh9VnjtqQQY19XlrLB8dnZ2pUsy7686Ojs7Y/To0byuOspCIBBg8+bNcHZ2xi+//ML5hUtltm7dOujq6mLq1Kl8h0I+glYo1ZBEIkG/fv1w7do13Lp1C+bm5qyMO2zYMKSmpuLq1ausjKcO4uPj4e7ujp49e+LQoUMKP1e6bds2TJo0CdnZ2Zy355NFXl6eNFl8P2l8/PixtAQPADRq1AjNmjWDtbU1zJvZYp+4Hd41TeOGAMDdpT7UQeMjlLWwvFgsRmJiYqWi4O+vOr5/w1pZVh1rYt68edi4cSPu3bvH204In7KysmBpaYkZM2ZgxYoVfIdDPoISSjWVmZmJNm3awMLCAlFRUahVq5Zc44nFYpiYmGD69OlYunQpO0GqiZCQEAwcOBBLlixR+L/NiBEj8OjRI0RHRyt0XrFYjKdPn/5vZfG9pDEzM1P6Wj09PVhbW0uTxrJfzZo1g5WVFfT19SuMzfUtb0tDPZyb7cXZ+OpAGQrLZ2dnV3nDuuxhpEmTJhUuybi4uCj9qmNNvHnzBi1btkSbNm0QEhLCdzgKt2TJEqxbtw6PHz+ucY95ohjq9Z1HpIyMjHDgwAF4enri+++/l/t8XUxMDHJycljdQlcXvr6++Omnn7Bo0SI4OTlh8ODBCpmXYRhERUVh1KhRnIydnZ1dIVEs/2eRSASxWAzg3dacubk5rK2t4eDggP79+1dIGmXtT+1lb8JpHUqv5upfR1IeiS/ycCEp89MvlFGphMGFpEwkZeRVKCxfftWx/HnHsvaV5VcdR40aJb1hrcqrjrKoW7cufv31VwwZMgTHjx9Xi9aq1fXq1Sts3LgR33zzDSWTKoBWKNXcunXrMHv2bBw7dgy+vr41HmfJkiXYvHkzXr58Sf1kq8AwDPz9/XHixAlcuXIFzs7OnM+ZkJAAe3t7hIWFoXfv3jJ/fFFRER4/fvzBpPH169fS1zZo0KBCklj+z5aWlqyW3eGzUw7huLC8APAy14ZT8YMKN6zfX3Usv2WtjquOsmIYBj4+PkhKSkJ8fLzG1GBctWoVli5dipSUFJiZmfEdDvkESijVHMMwGDRoEM6dO4dbt27VuEhu+/btYW1tjf3797MboBrJz89Hly5dkJubi5iYGBgZGXE6319//YUpU6YgJyenyrZ/DMNUefml7M/Pnj1D2be/trY2rKysPpg0Nmyo2BvRyrDlqqm4PnJQkp2GrN3TpHUdy5fn0ZRVx5p4+PAhnJycsHDhQo04dpSfnw8rKysMGTIEv//+O9/hkGqghFID5OTkwNXVFcbGxrh48aLMq0kvX76Eqakpdu7ciS+//JKbINWESCRCu3bt4ODggFOnTsl9dvVjhg8fjqSkJOzcubPKpDElJQWFhYXS15uYmFQ6w1j25yZNmijVyrOyXgpRdwopLA/gzqLu+Exfc8vg1NTChQuxfv16xMfHw8bGhu9wOPXrr79izpw5SEpKom5BKoISSg0RExODzp07Y9KkSdiwYYNMHxsUFISAgACkpaVx1oFHnVy8eBGff/45vv76a2zZskWusUpLSz94+SUmJgYSyf8Srjp16lR58cXa2hpWVlYqVwx4f4wI84/EsTbez35OnJWtURdUWF655efno1WrVnB0dMSJEyeUovUrF96+fQsbGxt4e3tj165dfIdDqkmzD6ZoEDc3N6xfvx7Tpk2Dh4cHvvjii2p/bEREBFq3bk3JZDV16dIFW7ZswYQJE+Di4oIJEyZ89PU5OTkVazGWSxpTU1MrXH5p2rQpmjVrBjMzM0gkEsyZMwcDBw6EtbU1TE1N1eoNxt/NAplviqS1EGuEYQCBAHO87SmZ/ITs7Gzcjr2vkLmKWVx51iT6+vr47bff4Ofnh5CQEAwYMIDvkDjx999/Iz09HQsWLOA7FCIDWqHUIAzDYNiwYTh58iRu3LgBW1vbSq/JLxLjcVY+isUS6GgLYdGwDmytzDFu3DisWrWKh6hV19SpU/HXX38hPDwcFhYWH7z88urVK+nH1K9fHzY2NpXOMFpbW8PS0hK6uroAgD///BNTp05Fbm6uyq08ymp/jAg/hMRDLGFkOlMpBCAuKUL3BlnYtehr7gJUEWVnapOSkvDo0SMkJSVV+HNubi5qmTSD2bhNnMdCK5Q1xzAM+vTpg/v37+PevXvQ01OvIxwlJSWws7ODu7s7ndlXMZRQaphXr16hXbt2qFu3Lq5cuYLatWsj8UUeAqNFiHyYAVF2QaXzUyU5aejjYom5fh1hZ0q3Y9/HMAxevHhRZT3G6OhoabcO4N3lF0tLyyovvlhbW6Nhw4bVWmX09/dHamoqrly5wuWnpjSeZBdgYXAcLiRlQkso+GhiWfb3HrZGqJ8Qhq3rV+LChQtwd3dXYMT8KDsi8X6yWPbngoL/XbZp2rQpbGxsYGtrC1tbW9jY2KCJpTUCgp9zeoaSCsvLLzExEY6Ojpg7dy5++uknvsNh1e7du/Hll1/izp07CqmWQdhDCaUGun37Ntzd3TF03CQwbf1lfpNeOchJ4y425OfnV9n5pezP5S+/GBsbSxNFU1NT7N27Fw0aNEBISAiaN28udwkUhmHQuHFjjB07VuNWjaUPPwkZEGVVfPgRALAw1INXcxOMdLeArUk9lJSUoGvXrkhPT8etW7cUfludC8XFxXj8+HGVq4wpKSkoLi4GAGhpacHS0lKaLJZPHK2trT9YeoYKy6uGxYsXY82aNbh79y7s7BTbJ50rpaWlaNWqFVq2bImjR4/yHQ6RESWUGmryun9wIl0P2rV0IJGhzZ2WUABtoQDLfB3gr0Zn0kpLS/Hs2bMqt6RTUlLw4sUL6Wtr164tXVGs6hLM+1vQcXFx6NixI/r06YMDBw7Ifc7x/v37aNWqFU6ePAlvb2+5xlJl7x/PsDLUr3LV6/Hjx2jTpg28vLxw+PBhlThnWlBQgOTk5CpXGVNTU6WXsXR0dGBjY1MpYbS1tYWlpWWNqgxwWodSKMCoDpZY6uvA+tiapqCgAA4ODrC3t0d4eLhKfF1/yoEDB+Dv749r167Bzc2N73CIjCih1ECbIxPfXXT4/wsLNTXbuzmmeqnOk3Fubu5HL7+UlJRIX9ukSZMqy+uUrTrK2rM7ODgYfn5+0o468vjjjz8wffp05OTkqP35SbaU/ftv3rwZU6ZM4TscAO+On3zoPGNaWpr0dfr6+pWSRekWNQflnqiwvOoou5hz+PBh+Pn58R2OXCQSifTy58mTJ/kOh9QAJZQaRp1LsRQXF0MkEn2wv3Rubq70tfXq1ftgTUZLS0vUrs1+jbxly5Zh6dKlOHr0qFy3M4cOHYqnT5/i8uXLLEan/qZNm4atW7fi6tWraNOmDefzMQyDzMzMD55nLN/v3MDAoMpVRltbW5lbV7KBCsurBoZh0L9/f8TGxuL+/fvQ19fnO6QaK0uOz58/Dw8PD77DITVACaUGUfVi0QzDICMj44O3pZ8+fSrdCtTS0oKFhcUHk0YDAwOFv0lLJBIMHToUJ0+exJUrV+Do6CjzGAzDwNTUFF9//TVWrFjBQZTq6+3bt+jUqRPevHmDGzduVNldSFYSiQRpaWlVrjImJSUhLy9P+tpGjRpVucpoY2MDAwMDuWNhk6r/rNAkjx49goODA7799lusXLmS73BqhGEYdOjQAbVr18b589ytjhNuUUKpQVRh1aGgoEDa5aWqpLH8LVUjI6MPFvI2NzdXyv6/b968QefOnfHmzRtcu3ZN5lZz9+7dk3bh6dmzJ0dRqq/ExES4urrC19cX//zzT7UeKsRiMUQiUZUJY3JysrQPtUAggIWFhTRhLJ84Wltbq9zxBHXezVA3S5cuxcqVKxEXFwd7e3u+w5HZ6dOn4e3trfHnwlUdJZQaQlnORZWWliItLa3KLemUlBQ8f/5c+lpdXV00a9asyqSxWbNmqF+/PmefD5ceP34MNzc3ODs7IyIiQqaLE1u2bMGsWbOQk5Oj0ttbfCrr/LRjxw6MGzcOwLvVy5SUlCpXGh8/fiwtLq+trY1mzZpVudLYrFkzaZ1QdSE9by2nOd72mOJVue4tYUdhYSEcHR1hbW2NU6dOqdwFHU9PTxQWFiI6OlrlYif/o3xLOIQTgdGiT5YGqiktoQD/XBVJb26+evXqg+cYU1NTpWVNAMDMzAzW1tawtbWFt7d3haSxcePGMl9+UQVWVlY4dOgQevToge+++w4bN2784Gvfv8l89txFtG/fnpLJGnjz5g0ePXoEXV1duLm5YcKECfjrr7/w/PlzPHnyBGXP1rVr15YmiwMGDKiQOCrryjdXpnrZwaiubo0Ky5dVhPjR14FWJjlWp04dbNy4Ef369cOhQ4cwZMgQvkOqtgsXLuD8+fM4evQoJZMqjlYoNQTXteV0i1+j3rl1SE5ORk5OjvS/161b94O3pS0tLT9YC08T/PHHH5g8eTK2b9+O8ePHS//7xwrNMwyDeoIifNGxBQI6WFCh+fdkZ2d/8Dxj+dJP9eq9q1Gpo6ODCRMmoGXLltKVRnV9kJHHk+wCfLX1LB6+EkIoAD6WV2p6zVo+DRgwADdu3MCDBw9U5ohFr169kJaWhtu3b9P3nYqjhFIDvCkSw2npSU67X4Bh4JV1AnbNLCokkEZGRvTU+RETJ07Ezp07ERkZCYuWbWrUDUaT3rTLuhK9nzCW/V7+YcbY2PiDN6cNDQ1x7949uLm5YeTIkdi6dSuPn5VqGDZsGO49y8bgub9Vu7A8UayUlBS0atUK06dPx88//8x3OJ8UExOD9u3bY//+/Rg2bBjf4RA5UUKpAeLTXqHvpoucz0P9eWVXXFyMHj16IIkxQV3PcShlUKNtRXUqNF/WPrCqlcZHjx4hPz9f+tomTZp88Ob0Z599+mtxx44d+OqrrxAUFIThw4dz+WmptLy8PJiYmGDZsmWYO3cugOoXlieK9dNPP+HHH39EbGwsWrZsyXc4HzVw4EBpT3K266kSxaOEUgPcEuVg0B/c1ywMntQJbSxUv7Wdoq0+fht/Xn6mUYXmS0pK8Pjx4yrrMyYnJ0vP2QqFQmn7wPcTx2bNmkFPT76VWYZhEBAQgOPHj+PWrVuwtaWLI1XZs2cPxowZA5FIBHNzc77DIR/x9u1bODk5wdzcHGfPnlXaHaK4uDg4Oztj165d+PLLL/kOh7CAEkoNQCuUykudS7MUFhZK2we+nziKRCKUlpYCeNc+sOxi1vsldywtLaGjo8NpnK9fv0bbtm1Rv359XL58We1uarOhV69eKCwsxLlz5/gOhVRDREQEevfujX379sHf35/vcKo0fPhwXLlyBYmJiTVqEUqUDyWUGiC/SAxHjs9QCgDcXepDW14yUIfi0a9evap0jrHsz8+ePZO+Tl9f/4PnGbloHyirmzdvomPHjpg4cSI2bNjAayzK5sWLFzAzM8Pvv/+Ob775hu9wSDX5+fnh6tWrePjwIStF/NmUkJCAFi1aYMuWLZg0aRLf4RCW0Lu/BtDX1YaFgR6nt7wtDPUomZTRwuA4iFku4ySWMFgYHMdaofmy9oEfujldvn1ggwYNYGdnBxsbG3Tt2rVC4mhqaqq0W28A4OrqirVr12L69Onw8vLCwIED+Q5Jafz777/Q0tLCF198wXcoRAa//vorWrZsiWXLlmHt2rV8h1PB6tWr0ahRI4wdO5bvUAiLaIVSQywNicfe6FTO6lCO6mAprUNJPk1ZCs0D79oHpqenV7nKmJSUhNevX0tfa2pqWuUqozK2D5QVwzDw8/NDVFQUbt++DUtLS75DUgru7u4wMTFBSEgI36EQGa1cuRJLlizB7du3a9TqlQuPHz+GnZ0d1qxZg1mzZvEdDmERJZQaQpkSGKL4BL+sfWBVCWNycjIKCwsBvGsfaG5uXuX2tI2NjcrUtqupnJwctG7dGk2aNMG5c+c0/mzXo0ePYGtrS2VdVFRRURGcnZ3RqFEjREVFKcUuweTJk3Hw4EE8fvyYGjSoGdqj1BB2pvXgYWvEWS9vSiZlE/kwg5NkEnhXdujotQRknf5TmjimpKRUaB9oZWUFW1tbeHl54auvvpImj1ZWVqhduzYncamChg0bYv/+/fDw8MCSJUuwatUqvkPiVVBQEOrWrYv+/fvzHQqpAV1dXWzatAk+Pj7SlqN8SktLw86dO7FkyRJKJtUQrVBqEHW4BKIOFFFonmEY1A1fAlsr80orjRYWFhrVPrAm1qxZg3nz5iEiIgI+Pj58h8MLhmHQsmVLtG/fHnv27OE7HCKHIUOG4OLFi3jw4EG16rNy5bvvvsOOHTuQmprKaxyEG5RQahh1LlOjKqiMk/KTSCTo06cPbt68idu3b8PMzIzvkBTu1q1bcHV1RXh4OHr16sV3OEQOT548QYsWLTBhwgT8+uuvvMTw8uVLWFlZ4dtvv8VPP/3ESwyEW9Q4U8P4u1lgtndzVsbKObcbzy8HszKWJilmcYVYGeZRR0KhEHv27IG2tjZGjhwprZmpSQIDA2FsbIwePXrwHQqRk7m5OZYsWYJNmzYhNjaWlxh+++03CAQCzJgxg5f5CfcoodRAU73ssNrPCbraQmgJZTukrSUUQFdbiJ/9nPBNFyvMnDkT//zzD0eRqicdbcV82ylqHnVlYmKCoKAgnDt3DitWrOA7HIUqLS3Fvn37MGzYMDoeoSZmzZoFOzs7TJkyBYremMzNzcXmzZsxadIkGBkZKXRuojj0jqOh/N0scGaWJzpZGwLAJxPLsr/vZG2IM7M8MczNAj///DPGjRuHL7/8EqGhoZzHrC6sDPXB9V1Lwf/PQ+TTrVs3LF68GMuWLdOoLjHnz59HWloaRowYwXcohCU6OjrYvHkzLl68iL179yp07s2bN6OoqAjffvutQuclikVnKAkSX+QhMFqEyIQMiLIKKlwWEeBd0XKv5iYY6W5R6Ta3WCzGkCFDEBERgVOnTsHDw0Ohsasqz18iOS00b2moh3OzvTgbX5OUlpaiR48eSEhIwO3bt2FsbMx3SJz7+uuvcfbsWTx69EgpSs0Q9vj7+yMyMhIPHz5EgwYNOJ/vzZs3sLS0xPDhw7F582bO5yP8oYSSVJBfJMbjrHwUiyXQ0RbCylD/kx1w3r59i969e+PWrVs4d+4cXFxcFBSt6qJC86olLS0NLi4ucHNzw4kTJyAUqu/mTlFRERo1aoQpU6Zg+fLlfIdDWPbs2TPY29tj3Lhx2LhxI+fzrVu3DvPnz8ejR49gYUEXONWZ+v5UJDWir6sNB7PP0MaiIRzMPqtWO8XatWvj2LFjsLGxgY+PDx49eqSASFVbQAcLTutQjnSnH9xsMjMzw549exAeHo7169fzHQ6nwsPDkZuby3vNQsKNJk2aYOnSpdiyZQtu377N6VyFhYVYu3YtRo8eTcmkBqAVSsKajIwMeHh4oKSkBJcuXULjxo35DkmpjdoRzVmhebZ6eZOK5s2bh/Xr1+PChQtwd3fnOxxODBkyBElJSbh16xbfoRCOlJSUoHXr1vjss89w8eJFzlbct2zZgunTp+PBgwews7PjZA6iPGiFkrDGxMQEp06dQnFxMXx8fJCTk8N3SEpt5SAnaMt4y/5TtIUCrBzkxOqY5H+WL1+Odu3awd/fXy2/vl+/fo3jx4/T6qSaq1WrFrZs2YIrV65g9+7dnMxRXFyMNWvWwN/fn5JJDUEJJWGVpaUlTp06hWfPnqFfv37Iz8/nOySlZW6gh2Usn3P80deBuhZxqFatWti3bx9evXqFr776SuHlV7gWHByM4uJi+Pv78x0K4Vi3bt0wYsQIzJ07l5OHo3/++QcikQgLFixgfWyinCihJKxr1aoVwsPDcefOHXzxxRcoLi7mOySlxWah+Tne9tS1SAGsrKywc+dOHDlyBL///jvf4bAqMDAQXbt2RdOmTfkOhSjAL7/8gqKiIixatIjVccViMVatWoVBgwbB0dGR1bGJ8qKEknCiffv2OHr0KM6ePYsvv/wSEgl1bfkQtgrNT/Gy5ShC8r5BgwZh6tSp+Pbbb9XmrOHz589x9uxZ2u7WIGZmZli2bBn++OMP3Lhxg7VxDx48iKSkJHz//fesjUmUH13KIZw6dOgQhg4diilTpmDjxo1U0+4jnmQXYGFwHC4kZQKMBBB8+HlPSyhAqYSBh60RVg5yom1uHrx9+xadOnXCmzdvcOPGDdSrV+/TH6TENmzYgDlz5uD58+cwMDDgOxyiIGKxGK6urtDT08Ply5flvqAjkUjg7OwMc3NzhIeHsxQlUQWUUBLObd26Fd988w2WLl2KH374ge9wlN69Zznw+noxTNt8jjyJrkyF5oliJSYmwtXVFQMGDMDevXtV+oGpQ4cOaNy4MY4ePcp3KETBLly4gK5du2Lbtm346quv5BorODgYfn5+uHjxIjp37sxShEQVUEJJFGLVqlVYuHAhNm3ahKlTp/IdjlK7cuUKOnXqhKtXr8KxdVuZC80TxQoKCkJAQAB27tyJsWPH8h1OjSQmJqJ58+Y4cOAAhg4dync4hAejR49GWFgYHj58CENDwxqNwTAM3NzcUK9ePURGRrIcIVF29M5EFGL+/PnIzMzEtGnTYGBgQD2CPyIyMhL16tVD27Ztoa39rtA8UV4jRozAf//9hylTpqBDhw5o1aoV3yHJbN++fahbty769+/PdyiEJ2vWrMGxY8fw/fff488//6zRGCdPnsSNGzdw+vRplqMjqoBWKInCSCQSjBs3DoGBgQgJCUHv3r35DkkpeXt7o1atWggNDeU7FFJNBQUFcHNzg0AgwLVr16CnpzpnWhmGQYsWLeDu7s5ZTUKiGjZu3IiZM2ciOjoabm5uMn0swzDw8PCAWCzGlStXVPr4B6kZuuVNFEYoFGL79u3o06cPBg8ejMuXL/MdktIpLi7GpUuX0K1bN75DITLQ09PDv//+i+TkZMycOZPvcGRy8+ZNJCQk0K4BweTJk+Hs7IzJkyejtLRUpo89f/48Ll26hEWLFlEyqaEooSQKpa2tjf3798PNzQ19+/ZFXFwc3yEplWvXrqGgoABeXl58h0Jk5ODggI0bN2Lbtm3Yt28f3+FUW1BQEExMTNC9e3e+QyE809bWxpYtW3D9+nVs37690t/nF4kRn/YKt0Q5iE97hfwisfTvli9fDhcXF/Tt21eRIRMlQlvehBevXr2Cl5cX0tPTcenSJVhbW/MdklJYvnw5fvnlF2RnZ0NLS4vvcIiMGIZBQEAAjh8/jlu3bsHWVrlrg5aWlsLc3BxffPEFNm7cyHc4REmMHTsWx44dQ0JCAnJKdREYLULkwwyIsgsqV50w0EPLBhLsXDAWgX+sw5AhQ/gKm/CMEkrCm4yMDHTp0gWlpaW4dOkSGjVqxHdIvOvevTv09PRw/PhxvkMhNfT69Wu0bdsW9evXx+XLl6Grq8t3SB/033//oXv37rh69So6dOjAdzhESWRkZKBF286wGroQ2Tom0rq3H/T/dXO72BhilZ8z1cXVULTlTXhjYmKCU6dO4e3bt/Dx8UFubi7fIfGqqKgIly9fpu1uFVe/fn0cOHAAd+/exdy5c/kO56MCAwNhY2OD9u3b8x0KUSL/pb6Fwcj1yNJ6V+D+o8kkIG3CcCUlGz1+PYf9MSKuQyRKiBJKwisrKyucOnUKT548Qf/+/VFQUMB3SLy5evUq3r59SwmlGnB1dcXatWuxceNGpS0U/vbtWxw+fBgjRoygSxREanNkIuYfiYMYQgi0ZKssWCphUCSWYP6ROGyOTOQoQqKsKKEkvHNwcEBYWBhu3ryJoUOHoqSkhO+QeBEVFYWGDRvCxcWF71AIC6ZOnYqBAwdi7NixSE1N5TucSsLCwvDq1SsMHz6c71CIktgfI8LaUwmsjLX2VAIO0EqlRqGEkigFd3d3HDlyBKdOncK4ceMgkUj4DknhIiMj0bVrV7l76RLlIBAIsHPnTtSvXx/Dhw9XugeloKAgtGnTBi1btuQ7FKIEnmQX4IeQeFbHXBISjyfZmrvrpGnonYsoDR8fH+zduxeBgYGYNWsWNOm+WGFhIa5cuULb3WqmYcOG2L9/P65du4YlS5bwHY7Uq1evcOLECQQEBPAdClESC4PjIP7UWUkZiSUMFgZTaThNQQklUSrDhg3Dli1bsHHjRqxYsYLvcBTmypUrKC4upoRSDXXs2BErVqzA6tWrcfLkSb7DAQAcOXIExcXF8Pf35zsUogQSX+ThQlLmpy/fyKhUwuBCUiaSMvJYHZcoJ0ooidKZNGkSfvrpJyxevBh//PEH3+EoRFRUFAwNDeHo6Mh3KIQDc+bMgY+PD0aNGoX09HS+w0FQUBC6deuGJk2a8B0KUQKB0SJoCbm5mKUlFOCfq3SWUhNQQkmU0vfff48ZM2ZgypQpOHDgAN/hcC4yMhKenp50flJNCYVC7NmzB9ra2ggICJC5rR2b0tPT8d9//1GrRSIV+TCD9dXJMqUSBpEJGZyMTZQLvXsRpSQQCLB+/XqMHDkSo0aNUpqtQi4UFBQgOjqatrvVnImJCQIDAxEVFcXrcY4DBw5AW1sbgwcP5i0GojzeFIkh4vjijCiroEKbRqKeKKEkSksoFGLHjh3w8fGBn58frly5wndInLh8+TJKSkooodQAXl5eWLJkCZYtW4Zz587xEkNgYCD69OmDhg0b8jI/US6pWfng+vojA+BxVj7HsxC+UUJJlFqtWrXw77//om3btujbty/u3r3Ld0isi4yMhLGxMVq1asV3KEQBFi9ejK5du2LEiBF4+fKlQudOSEjA9evXabubSBWLFVOiTVHzEP5QQkmUXp06dRASEgILCwt4e3sjJSWF75BYFRkZiW7dulG3Eg2hpaWFwMBAFBcXY8yYMQqtuRoUFIR69eqhX79+CpuTKB+GYZCSkoLg4GDs3L5VIXPqaFO6oe7o/2GiEho0aICIiAjo6enB29sbL1684DskVrx58wYxMTG03a1hzMzMsGfPHoSHh2P9+vUKmZNhGAQFBcHPzw916tRRyJyEf4WFhYiJicH27dsxdepUeHh4oEGDBrC2toafnx/2b9sEcFzzVwDAylCf0zkI/2Rr1EkIjxo1aoTTp0+jc+fO6NWrF6KiovDZZ5/xHZZcLl26BLFYTAmlBurduzfmzJmDBQsWoEuXLnB3d+d0vuvXryMxMRFbtmzhdB7CD4ZhkJ6ejjt37kh/3b59GwkJCZBIJBAKhWjevDlcXFzQp08ftG7dGi4uLmjcuDG6rY1CKocXcywM9aCvS+mGuhMwmtSOhKiFuLg4dO3aFc7OzoiIiFDp1Zb58+dj9+7dSEtLoy1vDVRSUoKuXbsiPT0dt27d4vSizKxZs7Bv3z48ffoU2tr05q7KSkpKcP/+/UrJY2ZmJgCgXr16cHFxqfDL0dERenp6VY63NCQee6NTOSkdpCUUYFQHSyz1dWB9bKJcKKEkKuny5cvo0aMHevTogSNHjqjsG2SHDh1gbW2Nffv28R0K4cnjx4/Rpk0bfP755zh06BAnDxalpaVo2rQphg0bht9++4318Ql3srOzpQljWfJ47949FBcXAwCsrKykq41lv6ysrGSqaZv4Ig89fzvP1aeAM7O6wtakHmfjE+Wgmu/CRON16tQJhw8fhq+vL7766ivs3LlT5YqCv379Gjdu3MD48eP5DoXwyMrKCjt27MDgwYPx+++/Y8qUKazPERkZiefPn9PtbiUmkUiQlJRUYcXxzp07ePr0KQCgdu3acHR0RNu2bTF+/Hi4uLjA2dmZlWM/dqb14GFrhMvJWayuUmoJBehkbUjJpIagFUqi0vbt24eAgADMnDkT69atU6lt47CwMPTt2xcPHz5E8+bN+Q6H8GzatGnYunUroqOj0bp1a1bHHjduHM6fP4/ExESV+h5RV2/evEFsbGyFLevY2FgUFLw7x9i4ceMKK46tW7eGnZ0dpzsxT7IL0OPXcyhisbyPrrYQZ2Z5wtyg6q12ol5ohZKotOHDhyMnJwdTpkyBsbExFixYwHdI1RYZGQkzMzPY2dnxHQpRAr/88gsuXbqEoUOH4saNG6hXj51Vnbdv3+Lw4cOYOXMmJZMKxjAMnjx5UmG7+s6dO3j06BEYhoG2tjZatmwJFxcXDB48WJpAmpiYKDxWcwM9LPN1wPwjcayN+aOvAyWTGoQSSqLyJk+ejMzMTCxcuBAGBgb45ptv+A6pWiIjI+Hl5UVv8gTAuy3NAwcOwNXVFZMmTcLevXtZ+doIDQ3F69evabubY2/fvsW9e/cqnXfMzc0FADRs2BAuLi7o16+fNHFs1aoVdHV1+Q28HH83C2S+KcLaUwlyjzXH2x7D3CxYiIqoCtryJmqBYRjMmDEDmzdvxoEDBzBkyBC+Q/qo3NxcGBoaYuvWrXSGklQQFBSEgIAA7Ny5E2PHjpV7PD8/P4hEIly/fp2F6AgAvHjxotIN6wcPHqC0tBQCgQC2trYVtqtdXFzQtGlTlXl43B8jwg8h8RBLGJnOVGoJBdAWCvCjrwMlkxqIEkqiNiQSCUaNGoWDBw8iNDQUPXv25DukDzp+/Dh8fX2RlJQEGxsbvsMhSmb8+PHYt28frl+/LldLztzcXJiammLVqlX49ttvWYxQM4jFYjx8+LBC8njnzh08f/4cAKCvrw9nZ+cK5x2dnJxQt25dniOX35PsAiwMjsOFpExoCQUfTSzL/t7D1ggrBznRNreGooSSqJWSkhIMGDAA58+fx9mzZ9GhQwe+Q6rSt99+i0OHDiE1NVVlVi2I4uTn56N9+/YQCoWIjo7+YP3AT9m5cye++uorPH36FGZmZixHqV5yc3MRGxtbYbv67t27KCoqAgCYm5tXKs9jY2OjctUlZJX4Ig+B0SJEJmRAlFWA8gmDAO+Klns1N8FIdwu6za3hKKEkaqegoADe3t64f/8+Lly4INcKD1dcXV3h5OSE3bt38x0KUVLx8fFwc3PDyJEjsXVrzfotd+/eHQBw9uxZNkNTaRKJBCkpKZXK86SmpgIAdHR04ODgUGG72tnZGQYGBjxHzr/8IjEeZ+WjWCyBjrYQVob61AGHSFFCSdRSTk4OPD09kZ2djUuXLsHS0pLvkKSys7NhZGSEHTt2sHJGjqiv7du34+uvv8a+ffvg7+8v08empaWhadOm2LZtm8ae0y0oKEBcXFyl8jx5eXkAAGNj4wqrjq1bt4a9vT1q1arFc+SEqB5KKInaSk9PR+fOnVGrVi1cuHCBl1IcVTl69CgGDRqElJQUWFlZ8R0OUWIMwyAgIAAnTpzAzZs3YWtrW+Xrqlo5+mvLRixYsAAvXrxAgwYNFBu4gjEMg7S0tErleRISEsAwDIRCIVq0aFGpHWGjRo3oyAkhLKGEkqi1R48eoUuXLjAzM0NkZCTq16/Pd0iYMWMGQkJCkJKSwncoRAW8fv0abdu2Rf369XH58mVpmRnp2baHGRBlVz7bJijIgmHRcwQtmwQ7U/U521ZcXCztY10+gczKygIA1K9fv8J2tYuLCxwcHFCnTh2eIydEvVFCSdRebGwsunbtijZt2iA8PBy1a9fmNR4XFxe0bdsWO3fu5DUOojpu3ryJjh07YuLEiZj9w6pq374VgoEEApW9fZuZmVmpPM/9+/dRUlICALC2tq5UnsfS0pJWHQnhASWURCNcvHgR3t7e8PHxwcGDBzltYfYxmZmZMDY2xu7duzF69GheYiCqadOmTVi4/QRM+04DIxDWqD7gMl8H+CthfcDS0lIkJSVV2rJ+9uwZAKBOnTpwcnKqkDw6OTkpxY4DIeQdup5FNEKXLl1w6NAhDBgwABMmTMCOHTt4WcU4d+4cAMDLy0vhcxMV59ALhn2sUSJhIBDItg5Q+v8FqucfiUPmmyJM9eKv3WdeXl6l8jxxcXEoLCwEAJiZmaF169YYPXq0NIG0s7ODlpYWbzETQj6NEkqiMfr06YO///4bI0eOhKGhIdasWaPwpDIqKgo2NjYwNzdX6LxEte2PEWHd6Xft8OT9ml17KgHGdXU572TCMAxSU1MrledJTk4GAGhra6NVq1ZwcXHBsGHDpMmjkZERp3ERQrhBCSXRKAEBAcjKysKMGTNgZGSEefPmKXT+yMhIdOvWTaFzEtX2JLsAP4TEszrmkpB4dLIxYu1MZWFhIeLj4yt1lHn16hUAwNDQEC4uLhgwYIB0y7ply5bQ0dFhZX5CCP8ooSQaZ/r06cjKysL8+fNhYGCAr7/+WiHzZmRkID4+HgsWLFDIfEQ9LAyOg1iG85LVIZYwWBgch73jZe8k9fz580pnHR8+fCjtY928eXO4uLjAx8dHuurYpEkTuihDiJqjhJJopKVLlyIzMxMTJ06EgYEBBg8ezPmcUVFRAOj8JKm+xBd5uJCUyfq4pRIGF5IykZSR98F2eSUlJdI+1uUTyIyMDABA3bp14ezsjG7dumHGjBlwcXGBo6Mj9PX1WY+XEKL8KKEkGkkgEGDTpk3Izs7GiBEjEBYWJm1Tx5WoqCg0b96ceiqTaguMFn2yNFBNaQkF+OeqCEt9HZCTk1OpPE98fDyKi4sBAJaWlnBxccE333wjLc/TrFkzte9jTQipPiobRDRacXExBgwYgIsXL+K///6Dm5sbZ3O1bNkSXbt2xV9//cXZHES9eP4SidTsAs7G1yl6haLDCyASiQAAurq6cHR0rNBNxtnZGQ0bNuQsBkKIeqCEkmi8/Px89OzZEwkJCbh48SJatGjB+hzp6ekwMzOrUU9mopneFInhtPQkOP0BzTDwYy6hncu7Go/29va81WglhKg2+slBNJ6+vj5OnDgBT09P9OzZE5cuXYKFBbslVcrqT9INb1JdqVn53CaTACAQYPz0+XAw+4zrmQghao4OwBACwMDAACdPnoS2tja8vb3x8uVLVsePjIxEixYt0KhRI1bHJeqrWCxRq3kIIeqNVigJ+X9mZmY4ffo0OnfujD59+uC///5DvXpV34CVVWRkJHr06MHKWER9FBcX4+nTp0hNTa3861Up0HMO5zHoaNO6AiFEfpRQElKOra0tTp48CU9PTwwcOBBhYWHQ1dWVa8xnz54hMTERK1asYClKoirevHlTdbKYmgqRSIS0tDSUP8ZuamoKS0tLWFpawtnVGsFgAHBXv1EAwMqQyvwQQuRHCSUh72ndujWOHz8OHx8fjBgxAgcOHJDrokJZ/UlPT0+WIiTKgGEYvHz5EiKR6INJY05OjvT12traaNq0KSwtLWFnZ4cePXrAwsJCmkBaWFigdu3aFea4yfEtbwtDPejr0tsAIUR+9JOEkCp07doV//77LwYNGoSJEydi27ZtNe70ERkZCQcHB5iYmLAcJeGSWCzGs2fPPpgwikQiFBYWSl+vp6cnTQ47dOiAoUOHShNFS0tLmJmZQUtLS6YYvOxNsDc6lbM6lF7N6WuSEMIOSigJ+YD+/ftj586dGDNmDIyMjLB69eoajRMZGYk+ffqwHB2RV0FBgTRZrCppfPbsGUpLS6WvNzQ0lCaMvXv3rrCyaGlpCUNDQ9bbCwZ0sMDfVx6zOmaZUgmDke7sVjMghGguSigJ+YjRo0cjOzsbs2bNgqGhIebM+fglifwiMR5n5aNYLIGOthBahdlITk6mdosKxjAMcnJyKqwmvp8wlr/JLxQKYWZmJk0Su3TpUiFhtLCwQN26dRX+ediZ1oOHrREuJ2exukqpJRSgk7XhB9suEkKIrKiwOSHVsGjRIqxYsQI7duzAuHHjKvxd4os8BEaLEPkwA6LsgvdqBzIoyUnHyM9d8ZVnc9iZ0hs4GyQSCdLT0yttQZf/32/evJG+XldXt8J5xfd/NWnSBLVq1eLxM/qwJ9kF6PHrORSxWN5HV1uIM7M8YW6gx9qYhBDNRgklIdXAMAwmT56MrVu34vDhwxg4cCCeZBdgYXAcLiRlfrLfctnfe9gaYeUgJ3oj/4SioiI8efKkynOLqampePLkCUpKSqSvb9CgwUcTRhMTE9a3oxVpf4wI84/EsTbez35OGOZG292EEPZQQklINZWWlmLEiBE4duwY5m87jn0JYogljExbkVpCAbSFAizzdYC/Br+hv379+oMXXVJTU5Genl7h9Y0bN/5owli/fn2ePhPF2RyZiLWnEuQeZ463PaZ42bIQESGE/A8llITIoLi4GJ2+XoZMs05yjzXbuzmmetmxEJVyYRgGGRkZH62/mJubK319rVq1YG5uXuGCS/lf5ubmctcCVRf7Y0T4ISS+xg8yP/o60MokIYQTlFASIgPaegRKSkrw7NmzjyaMRUVF0tfXrVu3QoL4ftLYqFEjmcvpaDI6akEIUUaUUBJSTZpyOSI/P/+DN6NTU1ORlpYGieR//wbGxsYfTRgbNmyo0ucXlZX0MlhCBkRZFS+DCfCuaLlXcxOMdLeg29yEEM5RQklINY3aEc1Z+Za94zuwNubHMAyDrKysjyaMWVlZ/4tPSwtNmjSptA1dljRaWFhAT095kmFN9X65KitDfeqAQwhRKEooCamGxBd56Pnbec7GPzOrKyurSKWlpUhLS/tgKR2RSIT8/Hzp6+vUqVPlucWy/9akSRO52k4SQgjRDPROQUg1BEaLPnleraa0hAL8c1WEpb4On3zt27dvKySJ7yeMT58+hVgslr6+YcOG0iSxZ8+elZJGY2Nj2o4mhBAiN0ooCamGyIcZnCSTwLsWeJEJGVgKB+Tm5n6wlE5qaipevHgh/TiBQIDGjRtLE0R3d/dKCWO9enR2jhBCCPcooSTkE94UiSHKLuB0jtTMfHxmaILX2f9rB6ijoyMtp+Pg4IA+ffpUSBibNm0KHR0dTuMihBBCqoMSSkI+ITUrH5wfNBYI8M13i9DWxlSaMJqamkIoFHI9MyGEECI3SigJ+YRiFssEfczwkaPQxqKhQuYihBBC2ETLH4R8go62Yr5NFDUPIYQQwjZ6ByPkE6wM9cH1PWjB/89DCCGEqCJKKAn5BH1dbVhw3MnGwlCPClETQghRWZRQElINXvYm0BJys06pJRTAq7kJJ2MTQgghikAJJSHVENDBgtM6lCPdLTgZmxBCCFEESigJqQY703rwsDVifZVSSyiAh60RK20XCSGEEL5QQklINa0c5ARtlhNKbaEAKwc5sTomIYQQomiUUBJSTeYGelhWjX7bsvjR1wHmHF/4IYQQQrhGCSUhMvB3s8Bs7+asjDXH2x7D3OjsJCGEENUnYBiG865yhKib/TEi/BASD7GEkemyjpZQAG2hAD/6OlAySQghRG1QQklIDT3JLsDC4DhcSMqEllDw0cSy7O89bI2wcpATbXMTQghRK5RQEiKnxBd5CIwWITIhA6KsApT/hhLgXdFyr+YmGOluQbe5CSGEqCVKKAlhUX6RGI+z8lEslkBHWwgrQ33qgEMIIUTtUUJJCCGEEELkQre8CSGEEEKIXCihJIQQQgghcqGEkhBCCCGEyIUSSkIIIYQQIhdKKAkhhBBCiFwooSSEEEIIIXKhhJIQQgghhMiFEkpCCCGEECIXSigJIYQQQohcKKEkhBBCCCFyoYSSEEIIIYTIhRJKQgghhBAiF0ooCSGEEEKIXCihJIQQQgghcqGEkhBCCCGEyIUSSkIIIYQQIhdKKAkhhBBCiFwooSSEEEIIIXKhhJIQQgghhMiFEkpCCCGEECIXSigJIYQQQohcKKEkhBBCCCFyoYSSEEIIIYTIhRJKQgghhBAiF0ooCSGEEEKIXCihJIQQQgghcqGEkhBCCCGEyIUSSkIIIYQQIhdKKAkhhBBCiFwooSSEEEIIIXKhhJIQQgghhMiFEkpCCCGEECIXSigJIYQQQohcKKEkhBBCCCFyoYSSEEIIIYTIhRJKQgghhBAiF0ooCSGEEEKIXP4PxGmKaL7elsMAAAAASUVORK5CYII=", ->>>>>>> dev "text/plain": [ "
" ] @@ -246,19 +233,6 @@ "output_type": "stream", "text": [ "Estimating Square\n", -<<<<<<< HEAD - "Time to generate high level QSP circuit: 0.08294212498003617 seconds\n", - " Time to decompose high level >>>>>> dev ] }, { @@ -287,22 +260,6 @@ "name": "stdout", "output_type": "stream", "text": [ -<<<<<<< HEAD - " Time to decompose high level >>>>>> dev ] }, { @@ -336,22 +292,6 @@ "name": "stdout", "output_type": "stream", "text": [ -<<<<<<< HEAD - " Time to decompose high level >>>>>> dev ] }, { @@ -385,44 +324,14 @@ "name": "stdout", "output_type": "stream", "text": [ -<<<<<<< HEAD - " Time to decompose high level >>>>>> dev "Finished estimating\n" ] } ], "source": [ "print('Estimating Square', flush=True)\n", -<<<<<<< HEAD - "qsp_circ_square = estimate_qsp(H_square,\n", - " timesteps,\n", - " required_precision,\n", - " 'QSP/square_circuits/',\n", - " hamiltonian_name='square',\n", - " timestep_of_interest=1,\n", - " write_circuits=True)\n", - "print('Estimating Triangle', flush=True)\n", - "qsp_circ_triangle = estimate_qsp(H_triangle,\n", - " timesteps,\n", - " required_precision,\n", - " 'QSP/triangle_circuits/',\n", - " hamiltonian_name='triangle',\n", - " timestep_of_interest=1,\n", - " write_circuits=True)\n", - "print('Estimating Cube', flush=True)\n", - "qsp_circ_cube = estimate_qsp(H_cube,\n", - " timesteps,\n", - " required_precision,\n", - " 'QSP/cube_circuits/',\n", - " hamiltonian_name='cube',\n", - " timestep_of_interest=1,\n", - " write_circuits=True)\n", -======= "qsp_circ_square = estimate_qsp(\n", " pyliqtr_hamiltonian=H_square,\n", " evolution_time=evolution_time,\n", @@ -456,7 +365,6 @@ " hamiltonian_name='cube_qsp',\n", " write_circuits=True\n", ")\n", ->>>>>>> dev "print('Finished estimating', flush=True)" ] }, @@ -543,19 +451,6 @@ "output_type": "stream", "text": [ "Estimating Kitaev\n", -<<<<<<< HEAD - "Time to generate high level QSP circuit: 10.275197707989719 seconds\n", - " Time to decompose high level >>>>>> dev ] }, { @@ -584,13 +478,8 @@ "name": "stdout", "output_type": "stream", "text": [ -<<<<<<< HEAD - " Time to decompose high level >>>>>> dev "Finished Estimating\n" ] } @@ -607,14 +496,6 @@ "H_kitaev = pyH(kitaev_hamiltonian)\n", "\n", "print('Estimating Kitaev', flush=True)\n", -<<<<<<< HEAD - "qsp_circ_kitaev = estimate_qsp(H_kitaev, timesteps, \n", - " required_precision, \n", - " 'QSP/kitaev_circuits/',\n", - " hamiltonian_name='kitaev',\n", - " write_circuits=True,\n", - " timestep_of_interest=1)\n", -======= "qsp_circ_kitaev = estimate_qsp(\n", " pyliqtr_hamiltonian=H_kitaev,\n", " evolution_time=evolution_time,\n", @@ -624,7 +505,6 @@ " hamiltonian_name='kitaev_qsp',\n", " write_circuits=True\n", ")\n", ->>>>>>> dev "print('Finished Estimating', flush=True)" ] }, @@ -680,19 +560,6 @@ "output_type": "stream", "text": [ "Estimating Directional Triangle\n", -<<<<<<< HEAD - "Time to generate high level QSP circuit: 4.251827166997828 seconds\n", - " Time to decompose high level >>>>>> dev ] }, { @@ -721,13 +587,8 @@ "name": "stdout", "output_type": "stream", "text": [ -<<<<<<< HEAD - " Time to decompose high level >>>>>> dev "Finished Estimating\n" ] } @@ -743,13 +604,6 @@ "H_directional_triangle = pyH(directional_triangle_hamiltonian)\n", "\n", "print('Estimating Directional Triangle', flush=True)\n", -<<<<<<< HEAD - "qsp_circ_directional_triangle = estimate_qsp(H_directional_triangle, timesteps,\n", - " required_precision, 'QSP/directional_triangle_circuits/',\n", - " hamiltonian_name='directional_triangle',\n", - " write_circuits=True,\n", - " timestep_of_interest=1)\n", -======= "qsp_circ_directional_triangle = estimate_qsp(\n", " pyliqtr_hamiltonian=H_directional_triangle,\n", " evolution_time=evolution_time,\n", @@ -759,7 +613,6 @@ " hamiltonian_name='directional_triangle_qsp',\n", " write_circuits=True\n", ")\n", ->>>>>>> dev "print('Finished Estimating', flush=True)" ] }, @@ -814,66 +667,6 @@ "output_type": "stream", "text": [ "Estimating Square\n", -<<<<<<< HEAD - "Time to estimate number of trotter steps required (5366564): 0.018894209002610296 seconds\n", - "Time to find term ordering: 0.0011695830035023391 seconds\n", - "Time to generate trotter circuit from openfermion: 1.0830117389559746e-06 seconds\n", - "Time to generate a clifford + T circuit from trotter circuit: 2.13690466695698 seconds\n", - " Time to decompose high level >>>>>> dev "Finished with estimates\n" ] }