diff --git a/experiments/validations_hk19/validation_neut_curves_tests.ipynb b/experiments/validations_hk19/validation_neut_curves_tests.ipynb index ee0382d..5aecc8d 100755 --- a/experiments/validations_hk19/validation_neut_curves_tests.ipynb +++ b/experiments/validations_hk19/validation_neut_curves_tests.ipynb @@ -22,7 +22,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "id": "afe959c5", "metadata": { "tags": [] @@ -51,7 +51,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 2, "id": "5073868c-5536-4175-840e-cf4b4a6bb65f", "metadata": { "tags": [] @@ -109,7 +109,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 3, "id": "bb8a4c57-bf08-49a6-bda4-e0a40cf67d98", "metadata": { "tags": [] @@ -156,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 4, "id": "cea4383a-2c61-4c4c-9165-38daf435bded", "metadata": { "tags": [] @@ -200,7 +200,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 5, "id": "7b309a09-e475-4bcf-9a95-0bd919bc0910", "metadata": {}, "outputs": [ @@ -249,7 +249,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 6, "id": "735f6095-941b-439c-82f4-0caea4bec109", "metadata": { "tags": [] @@ -292,7 +292,7 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 7, "id": "489cf150-a0af-4582-b073-c7741c389b4c", "metadata": { "tags": [] @@ -335,7 +335,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 8, "id": "7d8a27da-6d27-47f6-99f4-cda830065eff", "metadata": { "tags": [] @@ -386,7 +386,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 9, "id": "4dfb2b62-8c07-4e0f-82df-c22fa6f82e15", "metadata": {}, "outputs": [ @@ -436,7 +436,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 10, "id": "c1c28b30-816c-4ab2-9253-4af361cb887e", "metadata": {}, "outputs": [ @@ -484,7 +484,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 11, "id": "ad52f3cd-6ebf-4abd-9d87-307de2cd203f", "metadata": {}, "outputs": [ @@ -525,7 +525,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 12, "id": "4e2d61e0-8165-49cc-9b1b-4b878a40f4e2", "metadata": {}, "outputs": [ @@ -576,7 +576,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 13, "id": "be10c658-122d-47aa-8927-eac13c067d88", "metadata": { "tags": [] @@ -617,1108 +617,6 @@ "# bbox = matplotlib.transforms.Bbox([[0, 0], [10, 3.2]])\n", "# plt.savefig('231027_3944.pdf', bbox_inches=bbox)" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "7c0224fe-3f4c-463d-82bd-9fda2e83809e", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4bf59230-2ceb-4d53-b536-43549ad1755e", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "f47e50a7-62d1-4fb2-9ae6-ec34a7ced7fe", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# Initialize an empty DataFrame to store the results\n", - "fold_changes = pd.DataFrame()\n", - "\n", - "# Iterate through unique serum names\n", - "for serum_name in serum_ic50['serum'].unique():\n", - " # Filter data for the current serum\n", - " serum_data = serum_ic50[serum_ic50['serum'] == serum_name]\n", - " \n", - " # Find the 'WT' IC50 value for the current serum\n", - " wt_ic50 = serum_data[serum_data['virus'] == 'WT']['ic50'].values[0]\n", - " \n", - " # Filter out the 'WT' rows for the current serum\n", - " variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", - " \n", - " # Calculate log2 fold changes for the current serum\n", - " variant_data['log2_fold_change_ic50'] = np.log2(variant_data['ic50'] / wt_ic50)\n", - " \n", - " # Append the results to the fold_changes DataFrame\n", - " fold_changes = pd.concat([fold_changes, variant_data[['serum', 'virus', 'ic50', 'log2_fold_change_ic50']]])\n", - "\n", - "# Reset the index of the final DataFrame\n", - "fold_changes = fold_changes.reset_index(drop=True)\n", - "\n", - "# Rename the 'virus' column to 'variant'\n", - "fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", - "\n", - "# Display the result\n", - "fold_changes.to_csv('230909_3944-2365_fold_changes.csv', index=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "c9b1645a-3539-4ee8-8284-78f754c5f5fe", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
serumvariantic50log2_fold_change_ic50
03944Y159N0.0003221.291687
13944T160K0.0002240.768309
23944T160K-Y159N0.0005372.028568
33944S124R0.0003031.202617
43944K189E0.0014983.508816
53944S193D0.0008972.769804
63944S145K0.0002480.915932
\n", - "
" - ], - "text/plain": [ - " serum variant ic50 log2_fold_change_ic50\n", - "0 3944 Y159N 0.000322 1.291687\n", - "1 3944 T160K 0.000224 0.768309\n", - "2 3944 T160K-Y159N 0.000537 2.028568\n", - "3 3944 S124R 0.000303 1.202617\n", - "4 3944 K189E 0.001498 3.508816\n", - "5 3944 S193D 0.000897 2.769804\n", - "6 3944 S145K 0.000248 0.915932" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# Filter out the 'WT' rows\n", - "fold_changes = serum_ic50[serum_ic50['virus'] != 'WT']\n", - "\n", - "# Calculate log2 fold changes for each variant\n", - "wt_ic50 = serum_ic50[serum_ic50['virus'] == 'WT']['ic50'][0]\n", - "fold_changes['log2_fold_change_ic50'] = np.log2(fold_changes['ic50'] / wt_ic50)\n", - "\n", - "# Rename columns and reset index\n", - "fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", - "fold_changes = fold_changes[['serum', 'variant', 'ic50', 'log2_fold_change_ic50']].reset_index(drop=True)\n", - "\n", - "# Display the result\n", - "fold_changes" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "db2cd7e6-4d9f-4cea-8350-281deb587399", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "# Initialize an empty DataFrame to store the results\n", - "fold_changes = pd.DataFrame()\n", - "\n", - "# Iterate through unique serum names\n", - "for serum_name in serum_ic50['serum'].unique():\n", - " # Filter data for the current serum\n", - " serum_data = serum_ic50[serum_ic50['serum'] == serum_name]\n", - " \n", - "# # Find the 'WT' IC50 value for the current serum\n", - "# wt_ic50 = serum_data[serum_data['virus'] == 'WT']['ic50'].values[0]\n", - " \n", - " # Filter out the 'WT' rows for the current serum\n", - " # variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", - " \n", - "# # Calculate log2 fold changes for the current serum\n", - "# variant_data['log2_fold_change_ic50'] = np.log2(variant_data['ic50'] / wt_ic50)\n", - " \n", - " # Append the results to the fold_changes DataFrame\n", - " fold_changes = pd.concat([fold_changes, variant_data[['serum', 'virus', 'ic90', ]]])\n", - "\n", - "# Reset the index of the final DataFrame\n", - "fold_changes = fold_changes.reset_index(drop=True)\n", - "\n", - "# Rename the 'virus' column to 'variant'\n", - "fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", - "\n", - "# Display the result\n", - "fold_changes.to_csv('231012_ic90.csv', index=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "dfe6d6a2-b6cd-4e5e-84b6-08a11d21deae", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
serumvariantic90
03944Y159N0.000965
13944T160K0.001007
23944T160K-Y159N0.001338
33944S124R0.000490
43944K189E0.002471
53944S193D0.002082
63944S145H0.000364
73944S145K0.000926
8215CY159N0.002207
9215CT160K0.001199
10215CT160K-Y159N0.000644
11215CS124R0.001100
12215CK189E0.001718
13215CS193D0.001887
14215CS145H0.000690
15215CS145K0.000565
\n", - "
" - ], - "text/plain": [ - " serum variant ic90\n", - "0 3944 Y159N 0.000965\n", - "1 3944 T160K 0.001007\n", - "2 3944 T160K-Y159N 0.001338\n", - "3 3944 S124R 0.000490\n", - "4 3944 K189E 0.002471\n", - "5 3944 S193D 0.002082\n", - "6 3944 S145H 0.000364\n", - "7 3944 S145K 0.000926\n", - "8 215C Y159N 0.002207\n", - "9 215C T160K 0.001199\n", - "10 215C T160K-Y159N 0.000644\n", - "11 215C S124R 0.001100\n", - "12 215C K189E 0.001718\n", - "13 215C S193D 0.001887\n", - "14 215C S145H 0.000690\n", - "15 215C S145K 0.000565" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fold_changes" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "7a050ea4-127d-48f3-b2c9-67179dc94358", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "serum_ic50 = fits.fitParams(ics=[80])\n", - "\n", - "# Initialize an empty DataFrame to store the results\n", - "fold_changes = pd.DataFrame()\n", - "\n", - "# Iterate through unique serum names\n", - "for serum_name in serum_ic50['serum'].unique():\n", - " # Filter data for the current serum\n", - " serum_data = serum_ic50[serum_ic50['serum'] == serum_name]\n", - " \n", - "# # Find the 'WT' IC50 value for the current serum\n", - "# wt_ic50 = serum_data[serum_data['virus'] == 'WT']['ic50'].values[0]\n", - " \n", - " # Filter out the 'WT' rows for the current serum\n", - " # variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", - " \n", - "# # Calculate log2 fold changes for the current serum\n", - "# variant_data['log2_fold_change_ic50'] = np.log2(variant_data['ic50'] / wt_ic50)\n", - " \n", - " # Append the results to the fold_changes DataFrame\n", - " fold_changes = pd.concat([fold_changes, serum_data[['serum', 'virus', 'ic80', ]]])\n", - "\n", - "# Reset the index of the final DataFrame\n", - "fold_changes = fold_changes.reset_index(drop=True)\n", - "\n", - "# Rename the 'virus' column to 'variant'\n", - "fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", - "\n", - "# Display the result\n", - "fold_changes.to_csv('2365_ic80.csv', index=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "c5e9a256-5e67-44f3-bc1f-86477d1b4c17", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "serum_ic50 = fits.fitParams(ics=[80])\n", - "\n", - "# Initialize an empty DataFrame to store the results\n", - "fold_changes = pd.DataFrame()\n", - "\n", - "# Iterate through unique serum names\n", - "for serum_name in serum_ic50['serum'].unique():\n", - " # Filter data for the current serum\n", - " serum_data = serum_ic50[serum_ic50['serum'] == serum_name]\n", - " \n", - " # Find the 'WT' IC50 value for the current serum\n", - " wt_ic50 = serum_data[serum_data['virus'] == 'WT']['ic80'].values[0]\n", - " \n", - " # Filter out the 'WT' rows for the current serum\n", - " variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", - " \n", - " # Calculate log2 fold changes for the current serum\n", - " variant_data['log2_fold_change_ic80'] = np.log2(variant_data['ic80'] / wt_ic50)\n", - " \n", - " # Append the results to the fold_changes DataFrame\n", - " fold_changes = pd.concat([fold_changes, variant_data[['serum', 'virus', 'log2_fold_change_ic80', ]]])\n", - "\n", - "# Reset the index of the final DataFrame\n", - "fold_changes = fold_changes.reset_index(drop=True)\n", - "\n", - "# Rename the 'virus' column to 'variant'\n", - "fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", - "\n", - "# Display the result\n", - "fold_changes.to_csv('3944_fold-change_final.csv', index=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 45, - "id": "5f77418c-3a85-4587-8c63-08f44b369bd3", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "data_filt = data[data['virus'].isin(['WT', 'S124R', 'S145K', 'Y159N', 'T160K', 'T160K-Y159N', 'K189E', 'S193D'])]\n", - "\n", - "virus_order = ['WT', 'S124R', 'S145K', 'Y159N', 'T160K', 'T160K-Y159N', 'K189E', 'S193D']\n", - "\n", - "data_filt['virus'] = pd.Categorical(data_filt.virus, categories=virus_order, ordered=True)\n", - "data_filt.sort_values('virus')\n", - "\n", - "data_filt = data_filt.set_index('virus').loc[virus_order].reset_index()\n", - "\n", - "\n", - "# fit with neutcurve package\n", - "fits = neutcurve.CurveFits(data_filt)\n", - "\n", - "fig, axes = fits.plotSera(xlabel='serum dilution',\n", - " max_viruses_per_subplot=8,\n", - " ncol=2,\n", - " sharex=False\n", - " )\n", - "\n", - "bbox = matplotlib.transforms.Bbox([[0, 0], [9, 6]])\n", - "# plt.savefig('231021_3856-4584.pdf', bbox_inches=bbox)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "2d1a0e03-cdbb-439a-a5d0-99370cace215", - "metadata": {}, - "outputs": [], - "source": [ - "serum_ic50 = fits.fitParams(ics=[80])\n", - "\n", - "# Initialize an empty DataFrame to store the results\n", - "fold_changes = pd.DataFrame()\n", - "\n", - "# Iterate through unique serum names\n", - "for serum_name in serum_ic50['serum'].unique():\n", - " # Filter data for the current serum\n", - " serum_data = serum_ic50[serum_ic50['serum'] == serum_name]\n", - " \n", - " # Find the 'WT' IC50 value for the current serum\n", - " wt_ic50 = serum_data[serum_data['virus'] == 'WT']['ic80'].values[0]\n", - " \n", - " # Filter out the 'WT' rows for the current serum\n", - " variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", - " \n", - " # Calculate log2 fold changes for the current serum\n", - " variant_data['log2_fold_change_ic80'] = np.log2(variant_data['ic80'] / wt_ic50)\n", - " \n", - " # Append the results to the fold_changes DataFrame\n", - " fold_changes = pd.concat([fold_changes, variant_data[['serum', 'virus', 'log2_fold_change_ic80', ]]])\n", - "\n", - "# Reset the index of the final DataFrame\n", - "fold_changes = fold_changes.reset_index(drop=True)\n", - "\n", - "# Rename the 'virus' column to 'variant'\n", - "fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", - "\n", - "# Display the result\n", - "fold_changes.to_csv('197C_74C_fold-change_final.csv', index=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "id": "17a9a92b-33d6-44e4-be67-a6cd27a4113c", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def get_fold_changes(df, ic):\n", - " # fit Hill Curve and get ICs\n", - " fits = neutcurve.CurveFits(df)\n", - " ic_df = fits.fitParams(ics=[ic])\n", - " \n", - " # Initialize an empty DataFrame to store the results\n", - " fold_changes = pd.DataFrame()\n", - "\n", - " # Iterate through unique serum names\n", - " for serum_name in ic_df['serum'].unique():\n", - " # Filter data for the current serum\n", - " serum_data = ic_df[ic_df['serum'] == serum_name]\n", - "\n", - " # Find the 'WT' ICX value for the current serum\n", - " wt = serum_data[serum_data['virus'] == 'WT'][f'ic{ic}'].values[0]\n", - "\n", - " # Filter out the 'WT' rows for the current serum\n", - " variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", - "\n", - " # Calculate log2 fold changes for the current serum\n", - " variant_data[f'log2_fold_change_ic{ic}'] = np.log2(variant_data[f'ic{ic}'] / wt)\n", - "\n", - " # Append the results to the fold_changes DataFrame\n", - " fold_changes = pd.concat([fold_changes, variant_data[['serum', 'virus', f'log2_fold_change_ic{ic}']]])\n", - "\n", - " # Reset the index of the final DataFrame\n", - " fold_changes = fold_changes.reset_index(drop=True)\n", - "\n", - " # Rename the 'virus' column to 'variant'\n", - " fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", - "\n", - " return fold_changes" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "e4c4e6ce-72dc-4f88-a65e-4217f0f534f9", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - "\n", - "\n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - " \n", - "
serumvirusreplicatenreplicatesic50ic50_boundic50_strmidpointslopetopbottom
03944WTaverage20.000073interpolated7.3e-050.0000731.42670210
13944Y159Naverage20.000183interpolated0.0001830.0001831.38122110
23944T160Kaverage20.000167interpolated0.0001670.0001672.22010710
33944T160K-Y159Naverage20.000353interpolated0.0003530.0003531.84279410
43944K189Eaverage20.000591interpolated0.0005910.0005911.50871810
53944S193Daverage20.000453interpolated0.0004530.0004531.50963510
63944S193Yaverage20.000080interpolated8.05e-050.0000801.67974310
73944S124Raverage20.000210interpolated0.000210.0002102.18144510
83944S145Haverage20.000076interpolated7.62e-050.0000761.31257610
93944S145Kaverage20.000207interpolated0.0002070.0002071.99127510
\n", - "
" - ], - "text/plain": [ - " serum virus replicate nreplicates ic50 ic50_bound \\\n", - "0 3944 WT average 2 0.000073 interpolated \n", - "1 3944 Y159N average 2 0.000183 interpolated \n", - "2 3944 T160K average 2 0.000167 interpolated \n", - "3 3944 T160K-Y159N average 2 0.000353 interpolated \n", - "4 3944 K189E average 2 0.000591 interpolated \n", - "5 3944 S193D average 2 0.000453 interpolated \n", - "6 3944 S193Y average 2 0.000080 interpolated \n", - "7 3944 S124R average 2 0.000210 interpolated \n", - "8 3944 S145H average 2 0.000076 interpolated \n", - "9 3944 S145K average 2 0.000207 interpolated \n", - "\n", - " ic50_str midpoint slope top bottom \n", - "0 7.3e-05 0.000073 1.426702 1 0 \n", - "1 0.000183 0.000183 1.381221 1 0 \n", - "2 0.000167 0.000167 2.220107 1 0 \n", - "3 0.000353 0.000353 1.842794 1 0 \n", - "4 0.000591 0.000591 1.508718 1 0 \n", - "5 0.000453 0.000453 1.509635 1 0 \n", - "6 8.05e-05 0.000080 1.679743 1 0 \n", - "7 0.00021 0.000210 2.181445 1 0 \n", - "8 7.62e-05 0.000076 1.312576 1 0 \n", - "9 0.000207 0.000207 1.991275 1 0 " - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fits.fitParams(ics=[50])" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "225752c5-487f-44cf-978e-65e6a25c25f2", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def get_ics(serum_neuts, ic):\n", - " ic_df_list=[]\n", - " \n", - " for serum in serum_neuts:\n", - " i=0\n", - " for filename in serum_neuts[serum]:\n", - " df = pd.read_csv(f'neut_data/{filename}.csv')\n", - " df['serum'] = df['serum'].astype(str)\n", - " df = df[df['serum'] == serum]\n", - "\n", - " # drop lowest conc for 3944 run\n", - " if serum == '3944':\n", - " df = df[df['concentration'] > 1e-5]\n", - " \n", - " fits = neutcurve.CurveFits(df)\n", - " ic_df = fits.fitParams(ics=[ic])\n", - " ic_df = ic_df.rename(columns={'virus': 'variant'})\n", - " ic_df = ic_df[['serum', 'variant', f'ic{ic}']]\n", - " \n", - " di = {'HK19_wt': 'WT'}\n", - " ic_df['variant'] = ic_df['variant'].map(di).fillna(ic_df['variant'])\n", - " \n", - " if i>0:\n", - " WT_dict = {'WT': 'WT_2'}\n", - " ic_df['variant'] = ic_df['variant'].map(WT_dict).fillna(ic_df['variant'])\n", - "\n", - " ic_df_list.append(ic_df)\n", - " \n", - " i+=1\n", - " \n", - " ic_df_full = pd.concat(ic_df_list)\n", - " \n", - " return ic_df_full" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "939e3707-fb57-480d-8e68-c64c551e4156", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABYAAAAO4CAYAAABrqFLUAAAAOXRFWHRTb2Z0d2FyZQBNYXRwbG90bGliIHZlcnNpb24zLjcuMiwgaHR0cHM6Ly9tYXRwbG90bGliLm9yZy8pXeV/AAAACXBIWXMAAA9hAAAPYQGoP6dpAAEAAElEQVR4nOzdZ3hU1RaA4W9m0ntvJHQIhBZ679IUEKQoCIgignIVFERURMQKiIoKiqj0YqFIEZAiEHoNIfQSSkjvvc2c+yMmENImkDKE9d4nj+ScPXvWwM3KzDr7rK1SFEVBCCGEEEIIIYQQQgghRKWjrugAhBBCCCGEEEIIIYQQQpQNKQALIYQQQgghhBBCCCFEJSUFYCGEEEIIIYQQQgghhKikpAAshBBCCCGEEEIIIYQQlZQUgIUQQgghhBBCCCGEEKKSkgKwEEIIIYQQQgghhBBCVFJSABZCCCGEEEIIIYQQQohKSgrAQgghhBBCCCGEEEIIUUlJAVgIIYQQQgghhBBCCCEqKSkACyGEEEIIIYQQQgghRCUlBWBRKd25c4dvvvmGnj17UrVqVUxMTHBzc2PQoEEcPXo03/jFixfTr18/atSogaWlJba2tjRp0oQZM2YQExNT6PNkZGTw1Vdf0aJFC6ytrbG2tqZhw4ZMmDAh39guXbqgUqkK/Ordu3epvn4hhGGTHCWEMFRxcXG88cYbtG3bFjc3N0xNTalSpQrdunVj3bp1KIqS7zFXrlzhxRdfpE6dOpibm1OlShV69OjBpk2b8o29ceNGoblGpVKxdu3aQmPbu3cvTz/9NC4uLpiamuLl5cXAgQM5c+ZMqf4dCCEMk+QnIYR4cCqloCwpxCNu2rRpzJ49m1q1atG5c2dcXFy4cuUKGzduRFEU1qxZw9ChQ3PHd+rUidjYWJo2bYq7uzvp6ekcOXKEo0ePUrVqVY4ePYqbm1ue54iNjaV3794cO3aMdu3a0bZtWwCCgoLYt28fUVFRecZ36dKFffv28eGHH+aLt3bt2owYMaIM/iaEEIZIcpQQwlBdvXoVX19f2rRpQ+3atXFwcCAiIoLNmzcTERHB2LFj+emnn3LHHz16lK5du5KZmUn//v2pU6cOERERrF+/nvj4eGbOnJknr9y4cYMaNWrQpEkTBgwYkO/5Bw8eTMOGDfMd//TTT5k+fToeHh489dRTODk5ER4ezsGDB5k+fbrkKCEeA5KfhBDiIShCVELr1q1T9u/fn+/4/v37FWNjY8XBwUFJS0vLPZ6amlrgPNOnT1cAZcqUKfnODRw4UFGpVMqqVavyncvMzMx3rHPnzor8yAkhFEVylBDCcGVlZRWYIxISEhQfHx8FUAIDA3OP9+nTRwGUv/76K8/4mzdvKjY2Noq5uXmefBYUFKQAygsvvKB3TH/99ZcCKAMGDFBSUlLynS8oXiFE5SP5SQghHpy0gBCV0jPPPEPHjh3zHe/YsSNdu3YlJiaGs2fP5h43MzMrcJ4hQ4YA2Veb73X06FE2bNjAiBEjGD58eL7HGRkZPUz4QohKTnKUEMJQaTSaAnOEtbU1vXr1AvLmnOvXrxfYKqZq1ao0bNiQ1NRUEhMTHyqmadOmYW1tzdKlSzE3N893XnKaEI8HyU9CCPHgJBuJx46xsTGg3y/jrVu3AuS71ee3334DsosvUVFRbNq0ifDwcLy8vOjTpw+Ojo6Fzrl27VqCgoKwtLSkZcuWubdlCyEESI4SQhimtLQ09uzZg0qlwsfHJ/d4gwYNuHTpEv/88w99+/bNPX779m0CAwNp1KgRTk5O+eYLCQnhhx9+IC4uDg8PD7p3746np2e+cQEBAVy4cIFnnnkGKysrtm3bRkBAABYWFnTq1IkmTZqUzQsWQjwyJD8JIUTxpAAsHiu3bt1i165duLm50ahRo3znly5dyo0bN0hMTOTUqVPs3buXpk2b8tZbb+UZd+LECSD7CvPIkSOJj4/PPWdlZcXPP//Ms88+W2AMw4YNy/N9y5Yt+e2336hRo8bDvjwhxCNOcpQQwlDExcXxzTffoNPpiIiI4O+//+b27dt8+OGH1KlTJ3fcxx9/zIEDB3jmmWd4+umnqV27NpGRkaxfv55q1arx+++/Fzj/zp072blzZ+73RkZGvPHGG8ydOxe1+u5Nijn5zNHRkQ4dOnDkyJE88zz//PP8+uuvmJiYlObLF0IYMMlPQgjxACq6B4UQ5SUjI0Pp1KmTAijLly8vcExOD8ycr549eyrh4eH5xnl7eyuAotFolFGjRinXrl1TYmNjlZUrVyo2NjaKsbGxcubMmTyP+frrr5Vt27YpoaGhSnJysuLv76+MGjVKAZSaNWsqycnJZfK6hRCPBslRQghDktMLM+fL2NhYmTt3rqLT6fKNvX79utK8efM84+3t7ZWvvvpKycrKyjM2PDxc+fDDDxV/f38lISFBiYiIUDZt2qTUr19fAZRp06blGf/555/n5rPatWsre/bsURITE5VTp04pbdu2VQBl6tSpZfp3IYQwLJKfhBCi5KQALB4LWq1WGTFihAIoY8eOLXZ8ZGSksmXLFsXHx0epUqVKvkJJnTp1FEBp2rRpvjcaP/zwgwIoY8aM0Su24cOHK4Dy/fff6/+ChBCViuQoIYShysrKUoKCgpTPP/9cMTExUQYOHJhnU6Pjx48rHh4eSo8ePZSTJ08qycnJyvXr15UpU6YogDJw4EC9nic0NFRxdHRUTExMlJiYmNzjn376qQIoKpVKOXXqVJ7HhIeHK9bW1oqFhUWejZyEEI8HyU9CCKE/KQCLSk+n0ykvvfSSAigjRoxQtFqt3o+9deuWYmpqqrRq1SrP8RYtWiiA8sEHH+R7THBwsAIoTZo00es5du/erQDKsGHD9I5LCFF5SI4SQjwq5syZowDKwoULFUXJvnOhZs2aSpUqVQq8S+DZZ59VAGXPnj16zT9y5EgFUHbs2JF77Pvvv1cAxcvLq8DHPPHEEwqgnD59uuQvSAhRaUh+EkKIot1tYCNEJaTT6RgzZgy//vorw4YNY+nSpXn6NhXHy8uL+vXrc/z4cVJSUnKPe3t7A2BnZ5fvMTnHUlNT9XqOnI0H7p1fCPF4kBwlhHiU9OzZE4C9e/cCcPHiRa5fv07r1q2xsLDIN75bt24AnDx5Uq/5C8o3ReWze4/rm9OEEJWT5CchhCiaFIBFpaXT6Xj55ZdZsmQJzz77LCtWrECj0ZR4ntDQUFQqVZ7H5rxhOH/+fL7xOceqV6+u1/xHjx4t0XghROUgOUoI8agJCQkBsjdEAsjIyAAgMjKywPE5x01NTfWa/9ixY0DefNOmTRvMzc25fv06aWlp+R5z4cKFfI8RQjx+JD8JIUQxKnoJshBlQavVKqNHj1YAZciQIXl6Qd0vKipKCQwMzHdcp9MpH374oQIo3bt3z3MuPj5ecXJyUszMzJSAgIDc4+np6UqfPn0UQPn5559zj1+7dk0JCQnJ9xznz59XnJ2dFUA5fPjwg7xUIcQjSHKUEMJQnT59WomLi8t3PDo6WvH19VUAZcWKFYqiKEpaWppia2urqNXqPLdFK4qi3LlzR/Hw8FCAPHno6NGjSkZGRr75582bpwCKj49Pvt7lr7zyigIo77//fp7jy5cvVwClQ4cOD/x6hRCPDslPQgjx4FSKoijlXXQWoqzNnDmTjz76CCsrKyZOnJh7JfheAwYMwNfXF39/f5o2bUqrVq3w8fHBzc2NqKgo/Pz8uHTpEm5ubuzduzf3Fp8cGzduZPDgwZiamjJ48GDs7e3ZtWsX586d48knn2TTpk25K/KWLl3K2LFj6dq1K7Vq1cLa2porV66wdetWMjMzmTFjBh999FG5/N0IISqe5CghhKGaNGkSP//8M127dqVatWpYWlpy8+ZNtm7dSlJSEoMGDeL333/PbVfzyy+/8PLLL6NWq3nqqaeoX78+4eHhbNiwgYSEBCZMmMD333+fO3+XLl24ePEinTt3xsvLi9TUVA4fPszp06dz81SzZs3yxBQdHU27du24fPkynTt3pkWLFly5coXNmzdjZ2fHgQMH8PHxKde/JyFE+ZP8JIQQD6GiK9BClIUXXnhBAYr8WrJkiaIoihITE6O8++67Stu2bRUXFxfFyMhIsbKyUpo2bapMnz5diYqKKvR5Dhw4oPTu3Vuxs7NTTExMlAYNGiizZ8/Ot5rvzJkzysiRI5X69esrtra2ipGRkeLq6qr0798/3xVpIUTlJzlKCGGo/Pz8lNGjRyv16tVTbGxsFCMjI8XFxUXp3bu3snr16nyr3xRFUXbt2qX07dtXcXZ2VjQajWJjY6N07NhRWbZsWb6xixcvVnr37q14enoqZmZmipmZmeLt7a1MnDhRuX37dqFxRUdHK2+88Ybi5eWlGBsbK66ursrIkSOVa9eulerrF0IYLslPQgjx4GQFsBBCCCGEEEIIIYQQQlRSsgmcEEIIIYQQQgghhBBCVFJSABZCCCGEEEIIIYQQQohKSgrAQgghhBBCCCGEEEIIUUlJAVgIIYQQQgghhBBCCCEqKSkACyGEEEIIIYQQQgghRCUlBWAhhBBCCCGEEEIIIYSopIwqOoBHiU6nIyQkBGtra1QqVUWHI4SoQIqikJiYiIeHB2p1xV9Lk/wkhMgh+UkIYagkPwkhDJWh5SchSpsUgEsgJCQELy+vig5DCGFAbt++jaenZ0WHIflJCJGP5CchhKGS/CSEMFSGkp+EKG1SAC4Ba2trIDsh2NjYVHA0QoiKlJCQgJeXV25eqGiSn4QQOSQ/CSEMleQnIYShMrT8JERpkwJwCeTcFmRjYyNvEIQQAAZzu6DkJyHE/SQ/CSEMleQnIYShMpT8JERpk8YmQgghhBBCCCGEEEIIUUlJAVgIIYQQQgghhBBCCCEqKSkACyGEEEIIIYQQQgghRCUlBWAhhBBCCCGEEEIIIYSopKQALIQQQgghhBBCCCGEEJWUFICFEEIIIYQQQgghhBCikpICsBBCCCGEEEIIIYQQQlRSUgAWQgghhBBCCCGEEEKISsqoogMQQgghhBBCCCEMWVREElERSXqPd3KxwsnFqgwjEkIIIfQnBWAhhBBCCCGEEKII69b4s/jbg3qPH/tGe8ZN7FCGEQkhhBD6kwKwEEIIIYQQQghRhEHDfOncvXbu9ykp6bwybC0AU2Z0p7GvB2rN3Q6LsvpXCCGEIZECcBkJS4giPDFK7/Gu1k642TiVYURCCJEtJSWKlJS7+UlRdERFXSQtLQ4zMzucnOqhUt39AGNh4YSFheQnIYQQQjy+7m3psGfHJeZ+tCv33JezduPiZs2UGd3p1su7okIUQgghCiUF4DKy9Og65uxerPf4qd3HMq3HuDKMSAghsp0/v45Tp/TPT82ajaVFC8lPQgghhBB7dlxi6oSNoOQ9HhGeyNQJG5mzYIAUgYUQQhgcKQCXkdGtB9HHp3Pu96mZaTz548sA/D3+Z8yNzfKMd7WW1XVCiPLh4zOI6tU7c+fOcY4enV/ouNatJ1KlSktZ/SuEEEIIAWi1Or6ctTtf8RfIPqaCeR/vpvMTddDc0w5CCCGEqGhSAC4jbjZ5WzokZ6Tm/rmRhzeWJuYVEZYQQmBh4YSZmT07drxV5LjAwLU0ajQctVpTTpEJIYQQQhiu08eDiQhLLHyAAuGhiZw+HkyLNlXLLzAhhBCiGHJZspxoddrcPx8OOp3neyGEKG9hYadJTo4ockxycjhhYafLKSIhhBBCCMMWFZFUquOEEEKI8iIF4HKwOXAPbb8akvv90CVv0GR2PzYH7qnAqIQQj7N7N4ErjXH30yo6zkSEsOfWVc5EhKBVdA80jxBCCCGEocjZBK60xgkhhBDlRVpAlLHNgXsYvXJqvjZRofERjF45laUj5tCvYbcKiU0I8fjSt6/vg/T/9QsOYqH/IaJSk3OPOZlb8ppvOzp61ijxfEKIx5eiKMTGxpKRkYGJiQn29vaoVKqKDksI8Zhq2tITFzdrIsITC+4DrAJXN2uatvQs99iEEEKIokgBuAxpdVre3fxlUXsE8N7meTzp0xmN9NgUQpQjN7emWFq6FNkGwtLSFTe3piWa1y84iFmHd+Y7HpWazKzDO5nRtocUgYUQeomIiODSpUukp6fnHjM1NcXb2xsXF5cSz5eenp5nLkVRSExMJDMzE2NjY6ytrfMUl01NTTE1NX24FyGEqFQ0GjVTZnRn6oSN2R/m7v2g91/6mPxBd9kATgghhMGRAnAZSYqIZU/AAULiCy+uKMCd+HC27vmbbo07YOViX34BCiEeWykpUaSkRNGw4TCOHp1f6LiGDZ8jJuYKFhZOxa4Ejk5NISo1mW9PHShy3HenDuBiYYWTuSWO5hYPFL8QovLKKdLGxMRw9erVAs8HBARQu3ZtHBwcSlSkDQ4OJigoSO9YatSoQa1atfQeL4R4PHTr5c2cBQOY+9EuIsPv9vp1dbNm8gfd6dbLuwKjE0IIIQomBeAy4r9mJ+s2LIU2xY9d98kPOAxMpcPEoWUelxBCnD+/jlOnFgMQfscBK9sULK3Scs8nJ5qRlGCRWxxu1mwsLVqMK3LOrdfPs+L8qWKfOzY9lf/t3sBIn2aMatDiIV6FEKIy0rdIm1McLkmR1tPTE2dn50KLyznuLS4LIURBuvXyplW7anTxzX6v9O2vg2ndoYas/BVCCGGwDLoAnJiYyMcff4y/vz+nT58mKiqKDz/8kJkzZ+r1+IiICKZOncqWLVtISUmhSZMmfPLJJ3Tv3r1sAwd8h/VgUANzNu/6qNixg6a/im/jDmUekxBCALi69KZp4wacPh7NXysvolIpuHlGYmGVRkqSGWHBziiKilcm1aNpS0dcXbyKnbOdR3Xi09PYdO08AIpOISsoCyVRQWWtwqiGESp19r2R/Wv50M6jelm+RCHEI8rT0xNTU1MuXrxY7Nh69erh7Oys99ympqaYmJhw5syZIsfdvn2batWqSa9hIUQeURFJREXcXfGblpaZ+2cLSxOuXMh756eTi5VsBieEEMJgGHQBODo6mp9++okmTZowYMAAfv75Z70fm56eTvfu3YmLi2P+/Pm4uLiwYMECevfuza5du+jcuXMZRg5WLvY81e1JPI7/QGh8RGF7BOBh68pT3Z4stgdwUkQsSRGxud8rikJyRhpZOi1Gag2WJmZ5PqhYudhLSwkhRIH+3nCbxd8ezP1eUVSE3s7fT/Onb7ILMGPfaM+4idWKnPNQyI3c4m9GYAYpm1NQ4u9mPpWtCot+Fpg0NGHTtfPYmppR277kG8wJISq/zMzM4geVYNy9YmNj8/QBLkh6ejqxsbE4ODiUeH4hROW1bo1/nvdP93r52dX5jmW/f5JFPkIIIQyDQReAq1WrRmxsLCqViqioqBIVgH/55RcCAwM5dOgQbdu2BaBr1640adKEqVOncvTo0bIKO5dGreHzflMYvXJqYXsE8Fm/yXptAOe/ZicHv/0TALum1fEa2g4Th7tXlDNikrj9+yHiTt8AoP0bg6WlhBCiQIOG+eLsYsVn03cUO/a9T3rRqXvtYsc9VdOH1u7VeHPhBmJXJuc7r8QrJK9MxupFE756bSBO5pYPFLsQonIrSZ/ea9euodPpStSnNyMjo1THFUar1eLn50doaCju7u507NgRjUY2/BXiUTZomC+d9XhPlMNQV/9KfhJCiMeTQReAH+bWuw0bNuDt7Z1b/AUwMjJixIgRvPfee9y5c4cqVaqURphF6tewG0tHzGHaX3OxN7LG3sSa2IxEEnQpfNrvLfo17KbXPL7DelC7ewvi05K5HRee77yJgxW1xvfEy84VWzNLvVb/3r+quDiyqliIyiMuNqVUxzmaW2BnYkb6lrQix6VvTaP2u46VtkeeVtERGBlGdFoKjmYWNHR2Q6OqnK9ViLLg6emJk5MTZ86cKbIIa2JiQpMmTTAzMyvR/CYmJqU6LkfO5nUAmzZtYtq0aTg6OuLo6Eh0dDTR0dF88cUX9O/fH6BEm9cJIQzD/S0dyvJ3flnNvX79eiZOnEhwcHDuMU9PT+bPn88zzzzz0PMLIYQwXAZdAH4YgYGBdOzYMd/xxo0bA3Du3LkyLQDf+0GgkVVNFrR/h6ysrNzzxsbGVLOqRkJCAlD8BwFjWwvMTdVcPhNc6BiA8JRY3OpUxViPD0T3rirWh6wqFsLwxaSloDUxAlTkXENTocq+60CV/ec1K0+wbIF+d0EsnOdHWnoWL7/RHpUq71z3zn35QgS7t10kPjK1yPniIlJZ9I0f3fvUw9vH9cFepIHyCw5iof8holLvroB2MrfkNd92dPSsUYGRCWEYsrKyyMrKynOBP+fPOf81MTHB1NSUevXqERAQUOhc9erVw9bWtsQx2NvbY2pqWmQbCFNTU+ztS3bB++LFi0RGRuLn58eePXuYO3dunv7EkZGRLFy4kCtXrtCxY0ecnZ1p0qRJieMXQhiG0v6dH52aQkxa9kX30xF3+ONSAHHpd99T2ZmaM8S7MU1dsj+/OphZ4GhuodfcoaGhhIaGsmfPHt5++21QqbD3qYuJvS0ZsfEEX7jCoEGDmDt3Lt26dcPd3R13d/cSvwYhhBCGrdIWgKOjowvs3ZZzLDo6utDH5vySvF9SUnbT/02b/8LM3BxF0aFTlOwvdOhQ0P73XxszK+zMbXIfqyhKng88GRkZeXagjldSSFKloVarUavVGKk1aDQaTIxNMDMxxSgVdMnF97rLyMjg+PHjVK1albp16xY5NmdVcY7MtAxWPzsDgOG/zcLYLO/qF1n9K0TFKy4/jRv4KSosydJqyMw0IiPDmMxMI/6r3qJSqVBQwBQoug1mdpHXFpb+dpRlG46BhuyN3DRk/1mjAnX2nzOvZUL+zg8F+nXhEVZsOI7rEAc0pmqMTNQYmWowMlNjYmmEkUaNWqVGo1KhUWf/10itwUSjwSTnvxoNxmojTDU53xthotZgrNFgZmSEpbEJlkYmWBibYGFsjKWxCRZGJpiU0S2OfsFBzDq8M9/xqNRkZh3eyYy2PaQILCq94vKTn58flpYP1/5FURSysrI4fvw4iqKg0+lQFCX36173Fpc1muz3VUZGRsXe6uzq6kp0dDQWFhZYWOhXYNmyZQtLliyhSpUqzJgxI995R0dHZsyYwSeffMKqVat48cUXpQAsRDkqLj+9tP03TC0tUatUqFUqNCoVapU69/t7jyVmpHM7MS7fXJEpScw69A+qOxEYJ6Vmv39RqTFSqzFWqzFW333PYqrWYG5khLmRMZYmpty00BB4zxuz+z87xqalsDjg7sX7kT7NGNWgBfpYtGgRH32UvTG5c6umeI8eipnT3c/JaVExXFr6e3ZxGEq06boQQohHR6UtAEPRLSSKOnfvL8mCJB66js7MArVaBSoVKrUalVqFRq3CSKUCtQqtWQpxprHY1KuCyliT7/lUKlXuh5Wk5CTUGhV2GrPsDydqI4xy+gKnAmSiK8kLBwKCLnDo1mlMTU2xMLPAycYeVzsX3O1csDQ1B/K3dEhJTCKllQM4mHNFE0mn+m0x0lTq/4sI8cgpLj89OfQA5uZ5ixuKAhmZGjIyNaSna0jPUJOerib4mhsXjzdBUfLmxJwiSppZCLqsVIxVphhjgpHGGI3GGI3WGI3aKPt7tREalRFZjkakmWhJjtWvb2ZmqJbgbyMLPGdsrsHYUoOJhRHGFhqMLDRoLNRoLNSozdVorNWorNWorECxUqGzgCyNlgxt9peuwG03/5tbrcbS2BQ7UzPszMyxM/3vy8wMe1Nz7M0scLO0xsXCCkvj4m8Bj05NISo1mW9PHShy3HenDuBiYYWTuaXeK3aEeNQUl598fHywtrYG7uaZe4u2BR3T6XSkpqaSmZlJTEwMfn5+aLVatFptnuLv/VQqVZ4vIyMjqlWrhoeHBzqdjvPnz+Pq6oqjo2PuY6KiooiIiADg1q1bwN1VyznFGDMzM2xsbHB0dMTOzg5LS0tMTU156aWXcHZ2zn1997/vU6vV6HQ6xo0bR1JSEv369dP/L1YI8dCKy089qtXB1NISbc7iHkVB999in5xjKZmZpGamczU2qsA5VCoVKAqKhzMZySkoigpFnf3ZEI0GlUaNyqigz1ZZ/31lu7/4mzO3oigomVkoF67zx+lL7FD9joO5BS6W1rjb2ePp7oGHR/aXo6Nj7hzPvvgCJs4OfLN8KY0nj8v37KYO9jSePI6AeYuYNGo0A/tKfhJCiMpIpRT0rtkARUVF4ezsrPcVyZyG9r///nue41u3bqVv377s2LGDnj17FvjYoq4Qd+7cmfj4eGxsbNBpdWgzMslMTSczJY2M5JyvVH47tIlzYVd54amRxcZ6ad5mki7ffT4FhTSNjhRNFvGqdJI1WahdLHFvWIse/Z4sdr7EzOzbh8w0Jhir877JSNdmEJeRRIo2DZ1KwcjICBNTE2KS4/EwcsDe9O6q5dj0RIzsTOneKHv3WulXJ8RdCQkJ2Nra5uaD8lJcfrp5MwALC2OystLJzEwhIyPpv69EMjKSSE9PzD22d28Ai74Lx8upHyZGdrlzZWTFcTtqM8+NUvD1rUp6ugkpKSri43XExGQQEpLMzZux3LkTSkxMzD1RqGhUdRrGGpsCL7IpioKNnRF/7hhPZqaOtNTM7K+0LNJSM0lOziAxIY2khHQSE9JITEgnMTGdpIQ0EhLSiLVII0nJICk0jYxrmXl21rS0MsHR2Qr3Kja4e9ri6G6Jg7sFtm4WWLuYgQWkZGWSkplJUkY6cempxKQkc+F0OAnRaWRZ6sjy+m+F83+sjE1wsbDGzdIKL2s7qtnaU83GnqrW9pj99wFu+bkTrDh/Su9/v5Ks2BHiQRlqfirveHIoikJGRgaxsbHEx8ezZcsWpkyZglqtpmHDhrl9egMDA9HpdAwfPpy6deuSnJxMamoqKpUKExMT7OzscHZ2xtnZOc/ryMzMJDExkfPnz9OhQ4di44mLi2Pw4MF6x1/Y32th5PZtYcgMNT/9u/Msnl6u2DmYY+9gUeBeBaXxO19RFDJ0WlKzMknNyiQtK4vEtFRiExMJjAxhY/DVQma7R2YWGOcvJGckJJIeE0d6TByZ8YkYp2dipQPb+nW4eScYu3q1MXW0L/g9mk4hPSaWuItXefuV8Xq/V5H8JCqTispPQpSXSru8s1GjRpw9ezbf8ZxjDRs2LPSxhf1iyunXm0OtUaM2N8XY3BQc8iaI0U2qEHTrBslhccXG2vTz4bhZOWKZriExPIbEsGgSw2JICo8hMSyG+JAoEu5EknkjmKg2UTg4OqBW539TotPpiIqKYuHChfj6+tKkSRMaN25MleqexKYkEJ0QS3JyFpo0Y8wzVFhiirWRBZfjb+FjUy3ffLYmVqhSYOXOP6lrWxVnD1ea+DQq9vUIIcpOcfnJzq6aXm9YtFotY8dWJy4lmLjbF3Cv2wFTS0fSk6MJDTqACh0bNtgzePBgUlPDSUwMJTk5gho1smjeHFQqS2xsumBjUxWNxonMTEvi442ZOmkZrlbP5Fu9knOt8ey1lUx+O5BmzZrl5qmC+nje3wvv9wtniLmYjpKoYFLPFPdxjnR3qI1rqhXx0SlkxGtJjk0n7E4C5wNCubMljuSku6uRraxNqVnbkVp1nalV14mwqDj+WX0ebfzd+yuM7DQMfqMpfZ5qQHhKEhEpSYQnJxKWnMi/t68RcSn7NlEV4GZpTU1bR5wtLGnnUY1DITeL/TvvX8uHdh7Vix0nxKNK3/dP5U2lUmFqaoqiKCQkJDBnzhwg+31TQX2Gd+/ezaRJk/D09MzzelJSUggLCyMkJISQkBCioqJISkoiMzMTRVH03pAuPT2d0NBQvYsgxa1cvJ/cvi1EfsXlpzfHrkOjzv4Z1mhUODpb4uRijbOLFc6u2Zu/WTiY0N2qFrvTrxX7fM9HQ5vTNwkPScHE0QFTJ3tMnR3RmJthqjHCVGOE3X93ZWILobpQrtwu/r0EwLPutejt3RArRwdi01KJTk0hPDGem9ER3ImNISI5kbiMNJJUCllGGtIBC7LytH24n0qtwszJgV4+vrS0cix03P0kPwkhxKOj0q4A/uGHH3jttdc4cuQIrVu3BrJv4/P19cXKyoojR46UOIaSXBHy9/dn586dNG3atNh5T58+TY8ePfD19S1yzO/LV3PgxJHs3nJK3pVqik4BFcyaNQvH25lkqnWcDrlCWHocRsbGtGzZko4dO9KxY0fat2+PnZ0d83b+zOqjm5jq+wIOpgWv2NMpCnHpCZiqjQlJjSZdk4WdnR3eVWvT1MsHM+OiVwRrdVoOB50mPDEKV2sn2tZoikZdNj04hShPhnaFuKT56Y8//uCzzz4rshdc5LHTvPfeewwZMgRfX18URUdKSjTx8beIiwsiLu4GsbFBxMUFkZwcwaVLiXz11WXsLBoUuqo4LuUcrq6uxMTEkJmZiUqlomHDhrn5qVOnTnh4eORZZZMRmEHK5hSU+Lu/rlS2Kiz6WWDSMLtNw/2rbBRFISE+jZDb8dy5HUfwrTiuXYni2uVIgpJjyLx591bL+734cTsmDM+/iWhKZga3EuO4ER/LzYRYrsZFERgZRpaif5MeWQEsysOjnJ/K0syZM8usUDFz5kw2bNjAvHnzih07f/58bt++zauvvkrbtm1p0KBBkX2J711ht2fPHubMmUNk5N0WOi4uLrz99tt069YNkBV2wrAZSj64P57zZ2+gzTImKjKZqMgkosKTiIxIIjI8iaj//hsbk4JRTSOsX7Eudt7xkVAnPBFtbDy69LsXpI3tbDBzc8HMzRkzdxfM3V0w83Dlw/lf8euOrTR6Y0yxc5/99hde6vUUn03P32/8fsmZGXw4by6bLp6h2lNPFDv++p9bMLt4g5dGvUDbtm1p1qxZkRe3JD+JysTQ8pMQpc3gC8Dbtm0jOTmZxMREXnrpJYYMGcLQoUMBePLJJ7GwsGDMmDEsW7aMa9euUa1a9krW9PR0mjdvTkJCAl988QUuLi4sXLiQzZs3s2vXLjp37lziWEqSELp06YKfnx8rV67EydERVQErdhWdjsioKEaOHEnHjh3Zu3dvofO179GJw8eO4JPlwv/6DKfq0HaYOFjlnk+PSeL274f4fttqPC3s6WxTDzUqjCxMUVwsuKGNZe+Vk5wLuY5araZ9+/Z07tMNFx8v6lvmX/17v4DEq7iaOWKlMsPSKPtq9Z3kSKKy4rGxt6VprQY09WqQp7i7OXAP727+kpD4iNxjHrYufN5vCv0adiv2OYUwZIb2BqGk+Wnfvn04t2qa2wsuz2rd/y4oBcxbROSx03Tu3LnI/ATQo0dnzp07RmhoWu58jRvUwd7Ogti4FALOXcnTp7Njx44sXLiQEydO4Ofnh5+fH1euXAGy7+Do3GsAdRo0Z+uNUKJXxBf6vE6j7JjUoxM1PZ2oW9W5yBgv34rk6q1IPnpja56Vv/dT2ajo1K02nTrXpk8vH0xMC79ZJiIlicCoMOaf9CMlq/CNOu1Nzfm4Q2/pASzKxaOcn8qSv78/ixcvZuHChcWOfe211xg7dmyRF+fvdevWLUJDQ4mOjsbIyKjQO7UyMjIwMzMjLi6OHTt2sGXLFpKTk+nSpQs9e/akZ8+e1KlTp8CL8uvXr2fw4MG5F85yWlecO3cOnU7Hn3/+yTPPPKNXvEJUFEPJBw8Sz6/+x1h59CRqG3X2ZriFtLtS4hUS5ifgWtWalg2rUruaNdVdjHCxVDBPTyI9PIK0sEjSwqNAl/1+JM3chBW3LnCuR3NMHezzLPTJnfueNg0j+w9gave+er3GCzeD2Hv9Euujbuk1XtHpSL4ZTMyFKyScv4K3tT09u3WnZ8+eNGvWrMD8lpOfCtuMU/KTeBQYWn4SorQZfAG4evXq3LxZ8O0wQUFBVK9endGjR7Ns2bLc73OEh4czdepUtmzZQkpKCr6+vnz88cc88UTxVz8LUpKEcOrUKTZu3MjVg2d4cdr/gII3WVryxffUbt+EAQMG0KxZs0Lnm7TiI379ezX/O+aNDaaoVGqs6rhhbGtBZnwKSVfCUBQd8aSxoNVlxjzxHG82GErwyUvcOnqO4OMX0WZkYuZog87DijMJN1l/dBetB3bhndETi33tKdZa+rfuhaIoJCYncf7mZe5EhKBOV7A2siBLp+V64h0SVCnYOdiTokvnk38K/4D1UZ+JdKrdEldrJ9xsnIp9fiEMjaG9QShJPPtPHOP3jRs4U8W22F5wTe7EM3TAQDq1aFXknPeuKm7a1I6hQ71wcLi7iVpMTAa//36b06fjmDKlPd2796ddu+exsamSOyYsLIy9e/fy999/c2hPPI71OqKL0eVZ+Xs/la0KtYOal/q1YdzEontvvvb+75zYdxNdaPErdtXuanShOswtjGnbqQZdetSlQ9da2NgWvArGLziIWYd3ougUsoKyUBIVVNYqjGoYoVKrqG3nyDN1G9GxSs3c/sFClJVHOT+VpbJcAXzt2jWCgoIAcjemu7dIotPpcjekA7C2tiYlJQWtVktcXBzbtm1jxYoVZGZmUqNGDQYMGMCgQYNo27YtarUarVZL9erVqV69Oq+99hrOzncveEVGRrJw4UJu3rxJUFBQkauJhahohpIPHiSenPZUpyPusDjgaKHjuqprYHxTTdStREJvxHPjegwpydmrgC2tTKhb34V6DVzxrudM7SqmOGnS+Hv1nwT4n2Z5Wmj2xflC7vYMmLeI9FuJvPziSOZ9VvwKYMjbu7igDebuP97azQsrYxNOhd4mNisDtFriL10j/MQZMq/cpFfb9gwaNIgePXpgamqam5+Cg4MLfH6VSoWnp6fkJ2HwDC0/CVHaDL4AbEhKkhCuXbvGlcuXOfDaD3g2q0fVZ/Ou2M2ISeLWb4e4feoiHRe+Sp26dalVq1ah84UlRBGw5zCnJ68oNs6m80bSuFvbPIXVzNR0gk9cJMjvDNf2nCQmKBRzN3uSnnCjVcf8tzrne36jBDo3bIuXU95bdhRFITEpkTPXzxMWEYaVYoZGpeaV/Z+SkJlc7LxTu49lWo/8u9EKYegM7Q1CSeJZfu4EywNPFHhnwv0UnY5RDVvo1bZAq9XSu7c3gwdn9/Qt6KLXb79FMnnyAEJDj6PTZeLoWJc6dZ6kdu0+WFjc7TkXHhrP7CVb2P9LwR8m7jXo3WaM7d8WJxerIscdPX2Txb8dxP+P28XO6TvEi94tfUgIT2XfriucOxOKRqOieeuq9Hm6Ad37eGNhaZLnMQtW+7Fi3lGy4rS5xzR2atq+VBuVj4bAqDAsjU3oUa0ufWvVp5qNfbFxCPEgHuX8VJZCQ0MJDg6mb9++REREFDrO1dWVzZs35+sBXJT09HTS09MBiImJ4ebNm2Rm3r0rwNjYmGrVquHgkN1ux9TUFCMjI8LDwwkODiYhIQFLS0vi4uLYvHkzGzZsICwsDDc3N0aMGEGtWrVYtWpVdhsw8ubXnOLyrFmzmDZtGk888YRs2isMlqHkg4eNxy84iIX+h4hKvft5x9nckld929HRs0aesYqiEB6ayPUrUVy+EMGlc+FcOh/OrRuxAJiYaLCyMSE6Mpmzt2Zj17wmdUcNxSjROveCcpZ1IpeX/4727DVeaDGJWt2aMGGmfitq9S1cj23cmqYuVXAws8DR3AJFUbiTFM/xsGCOhd7EPzyELBQy7oRx89+DJJ+9RM+27WnatClvv/129iQqFfb162Bib0tGbDyxF67Af+8B//33X7p06aL337EQ5c3Q8pMQpU0KwCVQkoSQnp7O9YNn2DT2y+wDKlW+Fbs5vwz7L55CzfZNin2zvuHn5Vz+fEuxcdZ9ty8DXx5V6HlFUYi6Esy2nX/jVrcGSSnJWFtYFXo1ODElESsLK8KIY1SPoUU+953YcNYc/ovP9v9UbJxfD3yPXvU7yQpg8UgytDcIJYnnamwU24Iusuna+WLn7V/Lhz416lHbvuif05SUKJKTI9iwYTyKklzE6hJLBg78EWNjK2JiLnPt2k5u3tyPoujw8mqHt3c/qlXrRGx6BotXHeTPz4vfbXvwu80Y+3z7YlsrfPPlv6zeeELvFcDDB7Rg0pSuAESGJ7Jv91V2bb3IiSO3MDM3pluvunTqXpsqXracOHKL+V/sLXS+idO6UN3XidMpIfjFBxGXnkZbj2o8V88XH0fXPGPv3QBPHzkf1ITI8Sjnp6IoigKKotfFq6Lk3KqcO+d/SvNWZUVRiI2NJSMjAxMTE+ztC77b4t6xQUFBxMbGYmtrS+3atTl//jx//vkn6enp2NnZ0ahRI5ycnAres+G/jYADAwMZM2ZMkYsKhKhIlSk/aRUdgZFhRKel4GhmQUNnNzQq/fNTUmI6Vy5mF4RPHr9NoH8Il68dISbxdIF7KQRHbea9fm3oau8COh2mLo7Y+NTFtqE31vVqozYu/g6jkhSu75ealcmx0NvsC77GkTs3yVR0pN8IJuCX1cRfulbsvhKrV69m2LBhev/9CFHeDC0/CVHa5D7UMmJqaopyzw70KApJl0MLHKskZei1UiPJTFvsGH3GqVQqnOt60UjXlqu3rhG+9jDeL/XId0tQzoei26sPkd7Nkx6di+/bW8XelRoeVe8+Fyrq29fA3sSa2IxELsQGoZA9r5WphRR/hagAh0Ju6FX8Bdh07Ty2pmbFFoDPn1/HqVOLgYJ74t09nsKGDaNo1mwsLVqMo2bNJ0hLi+f69Z1curSZnTunYmXlRrx1C/6J0m+F7Paoy1j5G/G/tl2LHGfa2gQLtQXJK5JREopuK2HxjAWmLe+u8HV2tWbw8KYMHt6U0Dvx/L3xHFvXB/L3xnN6xZhTHB77RntWv/48/966xm8X/Zm45y98XTx4uVErvB1cANh6/XzurZr6kI3lxOMi+PgFtkz+nnpPtaN+33a4NqhRaL4pyjPPPMOff/7JxIkT89yy7OnpyTfffFMqfSpVKlXual99xzo4OBATE8Ply5c5efIkbm5uzJ49m8zMTJYsWZKn7cP91Go1Li4udOjQAU9Pz4eOXwhRPI1KTRMXjwd+vJW1KU1betG0pRfPjc7+Pb7x9w588u72fL10jTW21HQbAT4t8HqxKSYx4SScu0z82YtE7j2M2swUuyY+2DdriE2DuqiNjQt8zo6eNWhXpdoDFa7NjYzp7FWTzl41Sc3K5HDITTY7niM5OZnb2/7N3VfiXqYO9jSePI6AeYvQWlkQnZoiF62FEKKCyArgEijpFaFbR86x5vnie80NW/UhVds0KHac3+VjbH/mC6xTNagoYHUdConmWnqvn0bHukX364TsXngrZi/kFY8u2DWtjtfQ/G0qbv9+iLjTN/gpZC94WLNmzRpatSp87rCEKHZc2M+bGz6jlXMDRnv3w8nMLvd8VFocSy9t5ljkOYb79uXtnmOp5lCl0PmEMFSGdoW4pD3solKTmX5gO3HpqYWOK8nGZVFRl7h4cSPnz/9RbKw+PkOoV28ATk7e+WOLvszZs6u5dGkrKSk6lv/QF4228OfOUqcQnLUZc00G3879mAEDBhRaEMpZWfvbhpNs/NS/0DkHvO/LswObF7uyVlEU/t1xmZ+/P8jlC5GFjsvx3ie96NS9dm6rCp2icCjkBssCT3AjIZZOnjV5uVErTDRGeVYAp2ZlMHlv9t0fE3zbUt/RDfU9r1FWAIv7Pcr5qSjR10M4ufRvLm47TGpMIg413Knfrz31+3XAsWbJizBarRY/Pz9CQ0Nxd3enY8eOBtGfUlEUQkJCuHLlCmq1mnr16pGVlcX588VfuPPx8cHD48ELUkKUtcqan0qDVqujX6cfiQhLLHasTyM3OnWvTYdutahqqxB3+hyxp86SFhKO2tQEuyY+OLZrjrV3rYe+a6IoOW3FMuITMLGzLXxfibh4TO1s9G4rJkRFMKR8IERZkAJwCZQ0Iei0On7sNIHE8Ggo6G9ZBdZujozftwC1puhfzGEJUYTERzDto7fp9q/Ffw+/Z7Xuf0+wp2sKX3w4Fw9bl2JX14aGhrJu9mKSNwf+F0/hbSrCnRX+jjrDpWtXGD58OLNnzy5whckXOxcxZ/diWjk3YHLjEf9Ne0+fOkVBBSy6sJ6X6z3N0chzeNfxZkiLPmjUFf+hSwh9GdobhAeJJ2fjssLMaNuj2NsBc5w4sSh3BbA+clYAF+arz35n7/7F+PmFUtNtxH/Z7t4PFdlZ73rYSlxs22HnnMWxgCV06NCBb7/9lqZNmxb5/AX16zWy0zBycmsmDC++L/q9tm86z/Q3Nxc77pOv+9G7v0++41pFx66bV1gWeIL49DSG+zRlSN0mmGg0+AUHseD0QaLvKQg7mVvymh63aorHV2XIT0XRZmZx83AgFzYf5PI/x8hISsWzZX18n+uOd582GJmaFD/JIyA9PZ0LFy4QFRWFjY0NCQkJxT6mXr16ODs7Sw9gYbAqe356GCeO3GL882uKHffiq20IvhnHof3XSU7KwNXdmk5P1KFbz7r4VDMlwf8cMcf8SQuLxMTRDse2zXFs2xxTJ/3uSiiJ6NQUjoTc5JtTfsWOndSsI208qslFa2GwDCkfCFEWpABcAg+SEC7tOMrGCfOyv7n3b/q/OsaABZPx7tW62HlyCqsAdYMt6O7vhE3q3Q4eCeZZ7PaN4rJndpFAn83VQkNDWfLZt2j+vlbs819NjaBxdW80rTyZteZ7EpOSeP/993n77bcxvucWo9tRoYTFRhB5IxRjNAX3qVMUstCisjAiKykdDWqOxZynZcNmPNmwywPdzilEeTO0NwjlsYlJUXJ6AG/fPonU1JhCx5mbO9C79zdYWrpgYVH4RapzZ6/xyy9L+Xr+J9hZNCiwF97tqM3EpZzjzYnTGTNmNCFh15k0aRIXLlxg7NixfPHFF9jbF95GIiMriw27AggOjcfT3ZaBTzTGxKjknZH0/cD246phtGhTtdDzqVmZrDx/inWXA/CwsqVntbr8Enis0PElKdCLx0tlyU/6yErP4MrOE/iv2cmtI+cws7Oi4TOd8R3W44FWBRsaRVE4duwYiYmJud8X3mM9+7ilpSVt27Yt1ziF0NfjlJ9KqqQXlDMztJw6fpv9u66yf/cVQu8k4ORiRY8nvenZtz7VbTKJOXSSmONn0KVnYF2/Dq5PdMDGp06prQoODQ1l2+VA1kQEFTs27e99fPriODp16lQqzy1EaTOkfCBEWZACcAk8aEK4tOMouz5aQlL43aKItbsj3T8YrVfxF7JXAIcnRgGw/+pxvt+7HLObqVilaUgy05Je3YIJnUfSqXZLAFytnYpdATxz5kxmffQR71R9CluNeaEfKOK1qfxwZzdTOw5HcysRh9pVuOaawZerF9GoUSN+/fXX3NV2165dIyio+DcAOapVq0ZEcgzxETFkarM4EX+RYV0G4uNWW+85hKgIhvYGoSI3MblXUNAedu6cWuj5Hj3mUKNG8f3EZ86cyUcf3dtCR4WVWQ2MNdZkahNJSgvi3qtqH374ITNnziQzM5MffviBDz74AEtLS3744QeefvrpB3ot+oiKSCIiNIFJY9cRE134xm1W1qYsWDoEVw/b3BYQhQmKj2He8b1cio0qcpyzuSUrnhr2wP9WovKqTPmpJGKCQjizdjdn1+0lNTaRWt2a0erl/ni1qv9IX1z+9NNP2blzJ6+//nru319Bezb89NNP+Pv7k5yczIwZMxg7dqxBtLQQ4l6Pa37Sx70XlFUo1LHPwtZEIT5DxZVYI5T/VhAVdEFZURTOnQllx+bz/LP1ItGRyVSpakevvvXp198b88jbRO49QsrNYMzcnHHp3gHHNs1QmxTcK1hfM2fO5Ns/1tB85uRix0Yc8+fSz6t5c/yrTJ8+HUtLy4d6biFKmyHlAyHKghSAS+BhEkJaYgrzfUcDMPjXd6nRoUmxbR+KkpqUzJQnniPJTMvohdPpVK91iVsohIaGEhwczKSnR9PPLPu25II+UGxJP8/XG5fi6emJLiyRvV+sJPjERdw6+LDw1CZOXghg+vTpTJ8+ndTUVO7cuZNnU5XCeHp6UqVKFaytrUlPT8fv9GF0iZncSgol1iyN17qPxNLEvESvSYjyYmhvEAwpnqCgPRw69CXJyRG5xywtXWnXbrJexV+4m5/69u1LREQEKhXUqWOFra0x8fGZXLmShKKAi4szW7ZsxdPTE3d399zHBwcHM378eLZu3crw4cNZuHAhtra2pf5aF80/wOJvD+o9/tlRzXj7wx7FjjsVHsw7+/8udtyXnfs+1AY0onIypHxQEfFkpWdyYfNBjv28magrt3FvXIvW4wdQt0fLMu2FWVZCQ0MJDQ1Fp9ORkJCATqfLc16lUmFpaYmJiQmxsbH8/PPPrF27lhYtWrBo0SKaNWtWQZELkd/jnp+KktMDuIoumqF1U3Awu/sxPSZNxe+XLQjROLJp33g0RXyO1Gp1nDp6mx2bz7Nr2yWSEtNp1a4aA4Y2pmUtE2L2HybO/zxGlhY4d26DS/f2GFk+WFuGCzeDuHznNkvDrpKkzSp0nIlKjaLo0GZpubT8D3Tnr/Ldt9+V6UV6IUrKkPKBEGVBCsAl8DAJISMlja8bjQLgzbPLMbEwe6hYSnO+9evX8+GoN+jr6Iud0d1f/nFZKWyJ9uej5d/m2RFbURQC1+3j39kr0GVqSWxkx8zV39G+fXvmz59PdHS03s9do0YNatWqlft9VEw0h08dxVQx4mBkAL3bdKdtzaJ7eQpREQztDYKhxaPTaQkLO01KShQWFk64uTVF/QB9vtevX88nn7zM0KGeODjc7esZE5PB77/fpl07DyZM+IR69fJv/qYoCqtWrWLChAk4OTmxdu1aWrZs+dCv7V5REUlERSQBcPzwTVYsPpZnJbCDkwUjX26FxkjN8p+OkZiQxv+mdGboqGZFfnjbc+sqnx/dU+zzv9u6G92qyh0TIi9DywcVFY+iKFzfe5qjizdx++h5XHyq02HiUGp3b/7IrgjW6XQEBgYSERGBh4cHbm5u2Nvb53s9hw4d4tVXX+X8+fPMnDmTd955B6MHaHEjRGmT/FSwnPcTF/8+hOfV7PZP9/5Y53xiD67dinpPtsPJxarYO4oA0tIy2b3tEhvWnsH/RDB2Dub0HdiQp/tUx+hyIJF+x1Fp1Lh27/BAheDl506w4vwpvcfXsnXgWnwMqvBoDn7xLUN79Gb+/PkG8f8FIQwlHwhRVqQAXAKVtQAM2UWWiW+8gUl0BtYaMxK1aWQ5m/H1N9/kKf7eKzU2kT2fLiNww37sm9Zg3tE/MDE14ePpM7Gt6oL2vhUq99KoNVSzc8XO1QmHKi55zul0Ok5fCCDyTjjhqdGEGycyseeLmBpVjk1dROVgaG8QDC2e0pLTUuL+vpc533t4tCQk5DheXu3o3PlDLCwc881x/fp1hg0bxqlTp/jyyy954403yqz4o9XqOH08mKiIJJxcrGja0jO30JuSnMGCL/fz2/KTNGlehY+/6oeHZ8Grks9EhDBl35Zin09WAIuCGFo+MIR4bh09z4FvfuP2sQu4NapF57eHUb194wqJ5WEpisLly5e5ffs23t7eeHl5FTguIyODWbNm8fnnn9OmTRuWL1+e56K7EBXBEPKBIcazaP4Bfv72AJ91iMfeVKGgtymKArHpKt47YMvLb3Rg3MQOJXqOoKtRbPw9gC3rAnBVJVGvpg2NWlTFt6qG2APHUGnUuPXshMsTHdHouZlmdGoKMf9tVHs64g5/XAogLj0197y9qTmDvRvT1KUKAA5mFgQnxvHNST9CE+O5tmYjWWcusHzZcjp2LNkmvEKUNkPJB0KUFSkAl0BlLgADpCYmM9H7KRK1aby0bBbdenTXq3fc5X+OsWP6YnRaLTe1cbgmGmHXtDo1x2Xf5lxQW4nri3YSd/oG7d8YTIeJQwucNyEhgX3HD2Cs1bA38hRjez5PLefCN1ASojwZ2hsEQ4vnYZVkU7kmTUbj778ElUpNt24fU6VKq3zjMjIyePfdd/nqq6946aWXWLhwIUZGRvj5+REaGoq7uzsdO3Ysl36Zp4/fZsbkLSTEp/H+p73p2bd+vjFaRceIrWvybM53P+kBLApjaPnAUOJRFIVbh8+x/6u1hJy+TK2uzegybQROtT0rLKYHpSgKV65c4datW/j4+ODhUfiFoIMHDzJq1CjCw8NZvHgxw4YNK8dIhcjLUPKBocVz58xVoo6eIevk8WLHGjVviVPrJlRpot8dQPferXTx70NYXziBncndhTqxaSouW9akXUMbtGcD0Fha4DmwF45tm5W4bY6++0qka7P4OeAYG68Gor0VyqHPvuGd/73Bhx9+iPoRbNUjKgdDyQdClBUpAJdARRaAkyJiSYqIzf0+My2D1c/OAGD4b7MwNst7ldbKxR4rF/tyizElOoGtby/g+r7TpFW34ucDG+k/YgidenbD0fHuirzo6Gi0yel0a9VBrzh1Oh2H/Y+RGpPE6ejL1PGuywDfJ0r0uoQoC4b2BsHQ4nlYhw9/zdmzq/QeX6/eMyQmBnPnznGaNXuZ5s3HoirgA8fy5ct55ZVXqF69OgkJCYSGhuae8/T0ZP78+YXe9VCaEhPS+Gz6DnZuvciAoY15e2YPTE3z3p7tFxzErMM7C53jvdbd6VpVVvOJ/AwtHxhaPIqicGnbEfbOWUVCSBS+w56g45vPYW5X/O3UhkRRFC5evMidO3do1KgRrq6uhY5NTEzktddeY+XKlbz11lvMnj1bWkKICmFo+cBQ4rn05SKSrui/kbZVnRp4Txmn19hfv9zF5pVHqWGTxfB62atzC2ovsfqiOXHpaoa1t8QhOQJzTze8nu2Pdd2aesdVUqfCg5lzbC8JSUkc/eJb2nrVZOXKldjZ2ZXZcwpRGEPJB0KUFXnn94jwX7OTg9/+WeC5nELwvYpaWVsWLBxtGPzzOxxdvIn989bSo25L9q3dis3uEDzr18TY1oLM+BSCL1xnS9RpzO7rK1wYtVpN+2ZtuBVym/TATOJvxzAvbDFv9hwjV4eFELmMjc3p0+c7/P2XcOLEIqKjL9O16yxMTPLuMD1q1ChCQkJ49913881x584dBg8ezJ9//lnmRWBrGzM+m9+f1u2rM2fmTq5cimTOggG4ut99s9nRswYz2vZgwemDRKfd7StsY2JKcmYmu25epn2Vapho5Fe5ECWhUqmo92Rbandvwcnl2zj0/Tou/X2Ebu+Pwufpjo9Mf2CVSkW9evXQarUEBgZiampaaNHE2tqa5cuX07JlS9566y38/f1Zu3Ytzs7O5Ru0EKJAXs/2I+bkWcK3/VvsWNc+XXFo3kjvuTt5ptOoVSIJGdm57f4Up1JlF4GfqpGGjanCviAN9Xo9Qc2Yi1ye9xMObZrhOehJjG1K/yJZM1dPfuw5iM+P7iFz+iSu//UPLVu1ZOOGjTRo0KDUn08IIR5nsgK4BAxpBXBxynsF8L1uHAnk2V5PM9Axe9fpglpAbNdeZvf1UyW63TolJYU9h/ahzcziz+B/6enbmRoOVWhboymaB9hcSoiHYWhXiA0tnoeVkhLFzZv78fP7rNixHTu+R7VqnbCwcALg5s397NnzAVZWrvTq9RU2Nndv79ZqtVSvXp3g4OAC51KpVHh6ehIUFFQu7SAAzgWEMvXVDWRmapn7w0A8fRxy++kBpGZlMHlvdj/gCb5tqe/oxqWYCH7wP0xdB2febdUVN6tH/99clB5DyweGFs/9kiJi2fPpMi5sOUTVNg3oOetlHGtVqeiw9KbT6Th16hTJycm0atUKc3PzIsfv27ePIUOGYG5uzvbt26lfP38bGiHKiqHlA0OKR9HpOPvebDJj4wsdY2xvS6PP3ilRa4bM+AROrD+IyZF9xY4Nr9uK4ze0bNl2HVc3KyYNdsfp5llAocqA3jh1bFXithD60Co6Vp8/zYrzJ0m9cI0z3yxm7cqVPPnkk6X+XEIUxpDygRBlQQrAJWBIPYDLQmnEGBoayqa/NnHj883YaswLXEWjKArx2lSqv9uP/k/3x93dXe/5N57ZydsbZuNq7oC9iTWxGYnE65L5rN9k+jXsVuJ4hXhQhvYGwdDiKQ06nZY1a/qRnBxR6BhLS1eGDduE+r6LQLGxQezY8SaZmSn07j0fZ+f6hIaGsnnzZsaNK/6WyUWLFtGvX78S5aeHEROVzNQJGzkfEEr3SfU54nBH78d6WNqwuNcQTMqpYC0Mn6HlA0OLpzDX9/uz88NfSAyLoeNbz9Lypb6oNY/G3UYZGRkcO3YMIyMjWrRoUWx7h9u3b/Pkk09y584dtmzZQrt27copUvG4M7R8YGjxxJ4K5PqilYWerzluBPbNGpZozsz4BPb+tA2Hq6eLHRtTuyldXulDcGQGP80/yM6/L9Kovj2vdjRCc/0yVnVrUv2FwZg6ORT4eEWnI+lKEJnxiRjbWmNVp0aJCsaH7tzg86N7SI+M5uAHc1gwZy6jR4/W+/FCPAxDywdClDYpAJdAZSsAl0Vf4cmTJ7Nx4Qpe8ehS7PP/FLKXAa+NZN68eXrFuzlwDwt3LOMF7344mdnlHo9Ki2PZpc281usFKQKLcmNobxAMLZ7SEhS0h507pxZ6vkePOdSoUfDPfWpqLNu3TyI29jo9eszhm2/+5KuvvtL7ud966y2981NpyEjP4qN3/mbH5gs8P7EVT41oiEqlQqfVcfF0OLFRKdg7WVCvqWtuUepidAQ/+B+iTZVqvN+mu2wIJwDDyweGFk9RMtMy8PtqLcd/3UqVpnV5cs5rONQonwtBDyspKYnjx4/j6OhIo0aNim1lERcXx9NPP82xY8f47bff6N+/fzlFKh5nhpYPDC0eyC4C3/59c56VwMb2tngN7Vfi4i9AyOadHF39L1VtdMWOvZWgpvXwrnj0y97MO/BMCN9+sZdTx27zdAcHnnKOQJWRTpVn+uDcqXWe4m5pxX09LpoPDmwnOi6Wg+9/wXvjJzBt2rRHpj2PeHQZYj4QojRJ48AyUlBxNUf4+RulsmnbwyqrvsLWGv2K2/qOux0VSkhMOCv2reOtxiPynXcwteWtxiNYvG8dLiYOeDi44uX0aHxYE0IUrUaNbvToMYdDh77MsxLY0tKVdu0mF1r8BTA3t6dv3x/Zvftdtm+fhLV13fII+YGZmBrx8Vf98PC0Y8n8w6hToKGvB/M+3k1EWGLuOBc3a6bM6E63Xt7UsXfC0dyCjw7tZOHpQ/yvaXv5gCTEQzA2M6Hbe6Oo06Mlf09dyJK+b9PtvVH4Du9h8D9bVlZW+Pj4cPbsWe7cuYOnp2eR4+3s7NixYwfPP/88AwcO5KeffmLMmDHlFK0QojD2zRpi5+vzUCtp76X2aUitl5yIXP0Htsa6fD2AIbsHcHymmlovDUFd0y33eMMmHixaPQy/Pdf4dva/bD+s4a2eDujW/EWc/3k8B/UBRSHh4lXurNuWb97M2HiuL1pJlUF9sKlXG2Nba4xtiy6s1bRz5PsnBvKe3zaYPZ05s74iNDSUb775RvaAEUKIhyArgEugJFeEDsz/vdDiakHKe9M2KJu+wqGhoZzdcYjTH/9W7HxNP3iWRr3aFXuL9c/bV5GckISrhSOOprYFfgDTKQox6fGEp0RjaWPFy72fL/b5hXgYhnaF2NDiKW06nZawsNOkpERhYeGEm1vTfG0fCn9sFnv3fsTVqzuoWnUUL7zwMRERhbeVcHR0ZNu2bXh6epZbC4j7rVlygnmf7C745H8pcM6CAXTr5Q3A39cv8vXJ/Yxu0ILnfZqVU5TCUBlaPjC0ePSVkZLGv5+vwH/1Tur2bk2fz8djZmNZ/AMr2IULFwgNDaVVq1ZYWRW/aZNWq2XChAksWrSIKVOm0KxZM9zd3enYsWO59UIXjw9DyweGFk9ZWDT/AIu/PUhT5wzGNU4G8m4El1MNWBRgyelIE8a+0Z5xEzvkmycrS8fG38/ww7z91LJMY0zjVIzRomRm6h2Le9/uuauLi5OcmcHMQ/8QEH6H03N/YGDzNrQd2I/g2Gi8HJwY1q0HJkbGej+3EMV5HPKBeLxJAbgESpIQymPTNkOl0+r4uuWLZMalFNoDOFmVyTv+K7GyLv6Dyawt33HsymkmNRpe7Nhvz66hRR1fZvR9/YFiF0JfhvYGwdDiMTQ6nRY/v0+5dGkzaWndmDRpLioV1K5tia2tMfHxmVy9moxOp+Dg4MDp06epWrVqhcQaFZFERGgCr476jeSkjELHOThZ8M1Pg3Bxt8HJxYpV50+x9NwJ3m/TnS5etcoxYmFoDC0fGFo8OXRaHcHHL5AUEYuViz2eLeuToctk4YFVvNx2KDZm2e9RLu04yrZpP2JqbUH/+ROp0tSw7ybQarUcO3YMgFatWulVxF23bh0vvPACycnJucc8PT2ZP38+zzzzTJnFKh4/hpYPDC2eshAVkURURBIAF/8+hPWFE9iZ3G0HEZehIbF+c+o9md0L3MnFCieXwj+jxcWk8P3cfeza4M/E1hlUNUvVK46qIwZi17h+sSuA75Wh1fLF0T1s2bMbUyd7zBzvfl7OjIunr4MnUwYN03s+IYryOOQD8XiTAnAJSELQ36UdR9n42jwURclTBM75v9u1jEjCfK1Zv2E9xsZFX7kNS4hif8AhHNIsin3eU5EX8W5Qj6cbP/FwL0CIYhhaPjC0eAyRoug4eHAO58+vIzOzCSkpJ7G1vVsYSUjQYmf3JJ99tgYTExMOHDiAk5NTuceZs1JHXzkrdRRFYfaxfzlwJ4ivuvanrr1zGUYpDJmh5QNDiwey36fsnrWUxLDo3GPWbo54je/M+MvfYWVqybs9xjGixdMYaYyID45g06RvCQ24Srd3R9F8dB+DbgmRlJTEsWPH8PDwoF69egWOCQ0NJTQ0lD179vD2228XOtfcuXPp1q0b7u7uFXZXhKg8DC0fGFo85SErMwv/LcdJDIvB2s0B374tMTIueWfIgFN3+OLDHbRTBdHWvfhVwDXGPIdDK1+9579wM4irIcFsPnaE6+7Z/zZ5PlfqFFBB7bAEnmrZhtoentSvVqPEr0OIHI9jPhCPF2miI8qEd6/WDFg4GWu3vDvE2ng40WxkL2qbuqA+doc3Xn+d4q5B2Jta06aqr17P29ChFtcvXuXojTMPGroQopJSqdS0bz8Vd/fmGBv75yn+AtjYaNDpdrBy5cfExMTw9NNPk56eXu5xDhrmy2uTO+o19rXJHRk0zBfI/lD0ZotOVLdxYObBf4hJSynDKIV4dF3acZSNE+blKf4CJIZHc/6j9fzZdAbd67blrQ2f03H+cHZdOoStpwvD18ykxegn2f3JUrZO+Z7M1PLPD/qysrKidu3aBAcHExtb8B1pixYtonnz5kUWfwHefvttmjdvzqJFi8oiVCFEOTMyNqLFwLZ0ffUpWgxs+0DFX4DGzaqwfMNovLq31Wu8sa11ieafu2U982+d46J59mfF+y+6qdQqUOCcqcL8W+eYu2V9ieYXQojHjRSARZnx7tWaMTu+zv1+8K/vMn7fAnp+9DK9Ph5LO+va3PzjMN99912R8wQHB3P58mXStRnoCikW6xSFdG0GJhpjGtjX5J9DezgTfKFUX48Q4tGnKAoJCbeKHBMUtJq//trIyZMnGTt2bLEXqcqCnX3xdzwUNM5UY8TM9j3RKgqzDu0kS1f8jt9CPE50Wh27Zy2Fgn6s/zt2+quNfD/oQ/b8bwVOlnYMXfIGg375H5eib9DtvVH0+2Yil7YfZdWzM4gPLryfeEXz8vLC1taWCxcuoNVq850fN26c3kXdRYsWMW7cuNIOUQjxiFOSk3ji6UaoLS0o6u2SkY0ValMTMuMT9J777b7P0DQ+C1N7u0LvuFCpVZg52NE0Pou3+0q7GiGEKIoUgEWpSoqIJSzweu5X5KW7hRYTS3MiLtwgLPA6bo1r0WpsPzrbebP1o8Vs37690Dk9PT1p1aoVDbx9UKnIV4zJbjMBDbx9aNWqFTVq16KNc0P+3LuZG9HBZfZahRCPlqioS5w4sYjk5KILNsnJ4Wg0/ixe/AUrVqxg9uzZ5RRhtnVr/Pls+g69xn42fQfr1vjnOeZkbsmMtk9wMSaCJYHHyiBCIR5NSRGxBPy+O9/K3zwUSAyNJuD33dQ2cWPTK4tYOfJLbsWG0Pnb55m+5Wu8evoy8s9PSEtIZtmAdwk+cbH8XkQJqFQqfHx8SEtL4/r16/nOu7u7Y22t34o8a2traf8ghMgncv9RLn6+AF1yyn+f0/Kez/k+KyGJi58vIHL/Ub3ndnFxBVMT/QabmmSPF0IIUagHu99DiEL4r9nJwW//LPDc6mdn5DtWtV1Duh2Cz0dNpuaBmtStm39jFVNTU0xNTbGxscHCwoJLly7luS3bzMwMb29vXFxcALCxsUGn09JZpWLx9lVMGTgeewvbUnqFQohH1aFD8wgLO6XXWH//X3Fza8YHH3zAu+++i4+PD/379y/jCLMNGuZL5+61OX74JvO/2FvouInTutCybbUCN2pp4OTGmEat+CngKI2c3GnjUa0MIxbi0XDs580c/2WLXmN3TF9MTFAo3d4bxZMNutDdux0L/Vbx5Z6f2RDwDx8/9SajNnzOxgnzWDvyY576cgL1n2pXxq+g5CwtLalZsyZXr17F1dU1X09DfYu6smWIEKIgzp1aY9fEB4Aj64/AmZPY3rvBXLoKbf0mdBye3dqqJG0gtl4/z/7wW9jUKH5T3v3ht2h0/TyjGrQo4SsQQojHhxSARanyHdaD2t31/8Vr6WyH37e/o1ur8PrTo1h/YjeWlpaFjndxccHZ2ZnY2FgyMjIwMTHB3t4+321B3rXqkpyWQlea88XGhXw05C3MjE0f+HUJIR597dpN5vr13fj7/1rsWF/fl6hZszt9+9bh7NmzjBo1ihMnTlC7du0yjzNn9+16Dd2oUtWOL2ftJiIsMfe8ubkx6emZ1KjtRL2GboXOM7huYwIiQ5lzbC8/9HgGV8uS9d4TovIpaRHz7nhTIxPe7Poig317897meby85j06127F53Pfwnre32x64xvigyNo/crTBrc5XNWqVQkNDeXSpUu0aNEiN77Q0FAsLS1xcXEhIqLwOyM0Gg3vvPMOTZo0oUGDBuUVthDiEWBsa4OxrQ17dlxi6vdXUSk21LHPwtZEIT5DxZVYDcqBG0yydGXE611LNHdLK0feadud+RdOYGxrk93z9z6KTiE9NpbhnnVpaeVYWi9LCCEqJZUil/T1JrtClg2dVseKUTO5dTiQGw1N+fmv1aXy4UlRFPxOHCI1Lom9cWf4dNAU1GrpeiJKh6HlA0OLx1DpdFrWrOlXZBsIS0tXhg3bhFqdvUlcfHw8LVu2xNzcnMOHD2NhoV9/3tKi1eo4fTyYqIgknFysaNTUg3ff+ItjB2/y46rnaNjEo9DHJmakM37nOlwtrJjbpS8aleTAx4Gh5QNDiScpIpaE0GjWjZ1NSnR8oeMsnGwZ9NM72Lg7YuViX+CYnRcP8M6mudyJD+etLi/SOsCGows30OTZ7vT4aAwqtZrg4xdIiojFysUez5b1UWsq7ucvNjaWkydP4uPjg4dHds6YOXMmH330kd5zVK9encuXL2NsbFxWYYrHgKHkA0ON51ETFZFERGgCk8auIya6sM1nFexMFYYN8ab/az1wdtXvgnROjnJu1ZTGk8eBQp4isKJTQAVRpwM5v2ApE8eNZ+7cuaXwqsTjSvKBqOykAFwCkhDKTmZqOgv6TCQqKATnsR2YOH1qqcyr0+nYeWAPacmpXFCCmfbkq6UyrxCGlg8MLR5DFhS0h507C88xTzwxm5o1u+c5dvbsWVq3bs2QIUNYunRpha/wS0vN5LVRvxF8M5blG1/AzaPwf/OAyFCm7N3MS41a8Vw93/ILUlQYQ8sHhhbPpR1H2ThhXvY3974L/u/HesCCyXj3al3sPGmZ6czb8wvz9y2jjnN13rXsz4V5W3Cq40lKTAJJ4bG5Y63cHHhixot6zVtWzp49S0xMDO3atcPY2JjQ0FBCQ0MB2LNnD3Pnzs2zEtjV1ZUpU6bQrVs3Tp48yauvvsqrr75a7Oa9QhTF0PKBocXzqPn6sz2s+uW4XmPf8E3kbLoD7y8fj51D8RfT781Raw7v55hxJib2d9v6ZcTG0ShdzW03OyKu30DZ/C/79/yLiYmefYOFuI/kA1HZSQG4BCQhlK2U6AS+7jqO2Lg4hq6eQasObUtl3qysLHbs20VschymVWzo37B7nh7CxcnpQSzEvQwtHxhaPIYuKGgPhw59mWclsKmpLenp8bRp8yaNGz+f7zGrVq1ixIgRLFu2jFGjRpVnuAWKjU5h1MBl2NiZ88tvz2NmXviqvMUBR1l/+SzfdR9AbXuncoxSVARDyweGFg9kF4F3z1qaZ0M4a3dHun8wusRF2sCQy7yx7mMCQi7xRkIHTLbfBkDFPSvVUFChYsBC/YrLZSE9PZ1Dhw7h4eGBt7d3vvNarRY/Pz9CQ0Nxd3enY8eOaDSa3POLFi1i/Pjx/PTTT4wdO7Y8QxeViKHlA0OL51FTkgJwN680BtdNZUOwA8/OGo5vC88SPVdGViZr9uzkdkwUXg5ODOvWAxMjYy7HRjJp90aC/Y7SJk3Doh9/rPAL9eLRJPlAVHZSAC4BSQhlL/zSTX568i3CVMnMPv0HVnruTl2clJQU/j2wj6CEOzSt1YjU6MTiH/SfGjVqUKtWrVKJQ1QehpYPDC2eR4FOpyUs7DQpKVFYWDjh5taUY8e+5+zZ1Tz55PdUqdIy32NGjx7NunXrOH36dLn0Ay7O5QsRvDRkJR271eKz+f0L/cCTodXy+u6NaBUdC58YiIlGtgCozAwtHxhaPDl0Wl2ptWnI0maxYP8qIl//C6tUTZ7ibw4FBWMnK9489EuFtYO4ceMG165do02bNkXuuVCYCRMmsHjxYnbv3k3Hjh3LIEJR2RlaPjC0eB41URFJ7N99lc+m7yh27Hsf96BW5Dmyzp/j9ysWNB31JM++0LxUirV7b1/j0yO7ubJqPVN79ue111576DnF40fygajspBmgMCiu3tXo/NFovHTWfDJwQqnNa2FhQctmzalt48XeS0eo26g+rVq1olWrVjRv3jx3XN26dWnZsmXuuVatWuHpWbKr00KIR4NarcHDowW1a/fGw6MFarWGVq0m4OHRnN273yUxMTTfY7777jtcXV15/vnnyczMrICo86pb34WZc59k59aLLP3xSKHjTDQa3m3dlZCkeFacP1WOEQphuNQaNVXbNMCnfweqtmnwUEXZtOhEOoS6Y51qVGDxF7JXBGdFJXP6t10kRcQWOKaseXl5YWpqytWrVx/o8d988w3t27dn8ODBhISElHJ0QohHjZOLFU8PbYyLmzWFpD5Qgau7NU8/60vjN0bg3K0DQ+ukcHHVFj54czOpKRkPHUcXr1o8X78pdYYP5KOlizl48OBDzymEEJWNFICFwek0oh8WXepgH5TGspnzS21eFycXqlT3orVTA77fvQwLSwvS0tIIDAzMHXP58mUCAgJIS0vDxsYGGxsbaf8gxGNErTaie/fPMDa2YOfOt8nKSstz3tramtWrV3Pq1ClmzpxZMUHe54k+9Rj7ejsWztvP/t2FF3Wq2zowvH4zfrvoz9/XL7Dn1lXORISgVXTlGK0QldPWb5axds5CvcaunbOQrd8sK+OICqbRaKhduzaRkZHExpa8CG1sbMxvv/2GkZERw4YNIysrqwyiFEI8SjQaNVNm/Ld3wv1F4P++n/xBdzQaNSqVCq+hT+ExoBf9aqbhcO00owct51ZQzEPHMapBC9p5VKfRxJcZNfF/REZGPvScQghRmUgBWBik//38CdF2Om4t38fZfcdKbd6GdeqjsTKhs6MvP+1YRUBAQL5+wOnp6QQEBOTZCEUI8fgwM7OjR4+5xMYG4ef3Ofd3SmrVqhWzZs3i888/Z+/evRUT5H3GvtGBLj3q8sFbm/N9iIpOTeFKbBRXYqMwUqlQqVR8fdKPz4/uYcq+LTy3eRW/XzqTOyY6tbBdvIUQhTlw7QRJZlq9xiaZaTlw7UQZR1Q4V1dXrK2tuXLlSr78pg8XFxd+++03Dh48yPTp08sgQiHEo6ZbL2/mLBiAi2ve9n2ubtbMWTCAbr3u9h1XqVS49+lK1eED6OyRSnfbCEYNWFrkRWx9qFUqprXpRlU7B6qMeZbhL45Gq9UvLwshxONAegCXgPSEKV/hd0KZ2+FlLE3MeOfoUizsSqcfsFarZfu/OzHSqVCrNYXerWRqakqHDh1kEwFRIEPLB4YWT2Vw5crf/PvvDDp3noG3d/8857RaLd27d+fatWsEBARgb29fQVHelZSYzqgByzCzMObXP0ZgZpa9KdzycydK1PZhpE8zRjVoUVZhinJgaPnA0OIpC8cDTrDl+D9kfX0C6yJ6ACeaazF6swV9W/akZeOK+zmLiYnh1KlTNGrUCFdX1weaY+7cuUydOpXNmzfTt2/fUo5QVFaGlg8MLZ5HnVar4/TxYKIiknBysaJpS080RbTXiTpwnJsr13NFcear3Rm8NqULL4xrXeDnL0WnI+lKEJnxiRjbWmNVpwYqdf65w5ITGbvtN24fP81AS1c+nDGjVF+jqLwkH4jKTlYAC4PlWsWd7l+MRZWuZeGz7zzQKpWCaDQamvo0RlNE8ReyVwI/yO2RQojKoU6dJ/H2fpoDB2YTG3s9zzmNRsOKFStITEzkzTffrKAI87KyNuWL7wdw81oM8z7enXv8qZo+fN99IHam5kU+3t7UnO+7D+Spmj5lHaoQlU7Lxi2Y8eI7nGqX3RtcIe97lpzvD9aPoapjFVo0ap5vjvLk4OCAo6Mj165dQ6d7sDYwU6ZMoV+/fowaNYobN26UboBCiEeSRqOmRZuq9O7vQ4s2VYss/gI4dWhJtZHPUEcVyUeDbFgwdy8zpmwlPT1ve5nYU4GcfW82l79aTNAva7n81WLOvjeb2FOB+eZ0s7RmevueOLdowtJTh9i1a1epvkYhhHhUSQFYGLQ+zw4gsbkj2qtR/PPVSiB75d3evXtZs2YNe/fuLfGtPWEJUdyOC9Nr7JWwG4QlRJU4biFE5dC+/dvY2FRh16538/UD9vLy4quvvmLZsmVs3boVePj89LDq1nfh7ZlPsGHtGf7eeA4AR3ML0rIyiUtPLfKxsemppGVl4mhuUR6hClHpaNQaXnvjTTa2DSfRPO/PfqK5lo1tw6mWZkvQ+38x4fupJKQlVVCk2WrVqkVKSgrh4eEP9HiVSsWyZcuwtbVl+PDh0g9YCPFAnNq3pNrIQbjE3+abl1z4d9tFxj+/hqjI7BwZeyqQ64tWkhkbn+dxmbHxXF+0ssAicGv3qjzn3YTawwYybuZ0ae0nhBBIAVg8AmYu/YYzujBOLdzE4nnfU6N6dcb0Gcrsse8wps9QalSvzvr16/Web+nRdUze/IVeYydv/oKlR9c9aOhCiEeckZEZ3bt/RkJCMIcOzct3/sUXX6RXr16MGzeOFStWUL16dbp27crw4cPp2rUr1UuYn0rD00Ma89TAhnw2fQfXr2RfwIpO06+vr77jhBAF69ewG+9Pm8mmYWms7hzCptbhrO4cwuZh6bw/bSYLlyzD0dkJx0XX6fvxCE7dPldhsdrY2ODs7Mz169cfeBWwvb09q1ev5tixY3z66aelHKEQ4nHh1L4F1UYNwuz2Fb4f50bYnXgmDF5C4G5/bq3eWORjb63ZSPKN22TGJ+Q5PrphS+rbO+P14hBe+t9rpXY3qRBCPKqkB3AJSE+YipEUEcvuv7axeNpsbqRF08/JFzujuyvU4rJS2BLtz6RP3uepJ3ph5WKPlUvh/TjDEqLYcX4/plE6HExtURfQY0qnKMSkx5PupKaXTyfcbJzK5LWJR5eh5QNDi6eyuXhxI/v3f0K3bp9Su3avPOdu375N3bp1SUtLy/e4nB52f/75J88880y5xAqQmpLBC88sR1FgxcYXuJQYyZR9W4p93Jed+9LExaMcIhRlydDygaHFUx60Oi2Hg04TnhiFq7UTbWs0RaPWAJAcFcfy5z4gIjKcFV2CmTToNV7rMBx1Ab0sy1piYiJHjx7Fx8cHD48H/9mfOXMmH3/8MX5+frRr164UIxSVjaHlA0OL53EXdegEN5f9iVWbluzadZ02VtF6P9a9b3c8+vXIcyw2LYUXN68m+PxFXnSpxYRXXy3tkEUlIvlAVHayAlgYPL+fNnD+8w1EZCQywrUttpq8fSxtNeY879KWRR/MZUn/d/D7aUOR87nZOGFlZsHSS5tRkV3svZdOUVABSy9txsrMQoq/Qgi8vZ+mVq2e+Pl9RkLCndzjoaGhhIWFYWxsXODjFEVBURRee+01jh8/TmhoaLnEa25hwuzvBxASHM/ns/7BzMhYrx7AZkbGRKfKKmAhHpZGraFDrRYM8u1Nh1otcou/AJZOdoxcPQtXB1fGHK3N7PXf8dyySUQmxZR7nNbW1jg7OxMUFPTAq4ABpk+fTqtWrRgxYgQJCQnFP0AIIQrg1K4FXsOeJunIcXr3qM5llX6bVDp1boOdb4N8x+3NLPi4y1PY16/Dt37/cOHChdIOWQghHhlSABYGb09oAF/d3kZ3h+yNie7fFTbn++4OPnx1ext7QgOKnO92VChxCQkcizzHvICVxKTn7ScVkx7PvICVHIs8R1xCArejyqdgI4QwXCqVio4d38PU1Ia9e2ei02X39/zyyy9p1aoViYmJRT4+PDycVq1a8eWXX5ZHuADUqO3Em+93Y+vvgbzy3W969QD+3+4NbL1+vpwiFOLxZeViz7AVH2CjsWBKQDPOX7tI5/nDORx0utjH6rQ6bh05x/lNB7h15Bw67YMXbiG7F3BqaupDXaAyMjJi1apVREZG8vrrrz9UPEKIx5tLl7ZUeaYPcYdPUlfRr0d51L4jxPkX3FKnkbM7w7yb4PV0L0a9M5n09PTSDFcIIR4ZRhUdgBDF0ZlpsDGyyNP24X4qlQo7IwtsjCzQmWkKHQfw72k/vLDD0dSWY5HnOB55nvr2NbA3sSY2I5ELsUEoKDia2uKVbse/p/0Y1WNoab8sIcQjxsTEiq5dP2Lz5nEEBKzE1/eFig6pWIOG+bJ3zxXObQrl0+G9uaGL5Y9LAXmKwdkrgxXszSyY3KIzTuaWFRewEI8RW08Xnl02ndXPfcibgb5s6hZL/8Xj+bD360zo+Hy+C94Al3YcZfespSSG3b0t2trNke4zRuPdq/UDxWFlZYWLiwtBQUG4u7s/cCuKmjVrsmDBAl544QX69OnDc88990DzCCGEW6/OZMTGE/nvIdRmpmjT0smfEbMZ2VhRe8ILmNjbFjrfC41bceTWdS706cS0D2fw9RezyyZwIYQwYLICWBi8KVOm8Oa4/+k19s1x/2PKlClFjunatCMONdyY0GEEAAoK52OvczD8DOdjr6OQ3RJiQocRONRwo2vTjg/3AoQQlYa7ezOaNBnJiRM/EB19mSlTprBo0SK9Hrto0aJi81NpU6lUfDy7LybGGpZ/epjBdRqztt/zfNm5L++27saXnfuytt/zTG/7BEHxMdxIiMHRvPCLbUKI0uVU25OhS94nISic5456MqHNMGb8/Q0vrJxKQlpSnrGXdhxl44R5eYq/AInh0WycMI9LO44+cBw1a9YkLS2NkJCQB54DYOTIkQwdOpTx48dz69ath5pLCPF483q2H85d26FLy16xe//ORYoCClB12AAsq3thbFt4z1aNSs0n3ftjZW/P7ow4du7cWYaRCyGEYZICsDB41hoz2rbUb1VL25atsdaYFTnGy8mdFrUbM6nHiywbMQcPW5c85x1NbeldrR2vdn2eFrUb4+Xk/sCxCyEqnxYtxmNnV4M9ez7A2dmBMWPG4OnpWeBqPcguwnp5eTFmzBjc3cs/n9g7WjBzzpMc8bvB2mUnQAeZ17PI8M8g83oW6KCJswfdqtbm54CjJGbIrZFClCe3RjUZvPgdQk5fpvHWDFYMm83+a8fp9t1IAkMukxQRS8iZq/zzwc9Q0NbNSvbXPzN+JuTMVZIiYkscg5WVFa6urg/dC1ilUvHjjz9ibW3Niy+++FBzCSEebyqVCq+hfbliV49FZyyITc/7Pis2XcWiAEtORxa8D8P9XCysmNbuCVzbNmfSj/OJi4srg6iFEMJwqRTl/mtpojCyK2TFODD/dw5++ycZuiyMVZoCiyyKopCpaDFRG9H+jcF0mKh/y4b7d+pWJWhJjornTNYN3u7zSmm+FFGJGFo+MLR4KruYmKusXz+Shg2fpU2bSaxfv57BgwcD2fkoR06++vPPP3nmmWcqJNYc8z7Zze8rTmFrZ0ZM1N2N3lzcrJkyozuNO3ny0vbf6VXdmwlN21VgpOJhGVo+MLR4DNW1f0+xfvxc6vdth8+0p3lx9TSuRN7kg8w+JPxZ9P4G9yrp+6AcSUlJHDlyBB8fHzw8PEr8+Hvt3LmTnj17smDBAl577bWHmktULoaWDwwtHnFXVEQSEaEJTBq7jpjoFFQo1LHPwtZEIT5DxZVYIxRUODhZ8M1Pg3Bxt8HJxarYeWft3cre4CCqHD3Piu8WolV0BEaGEZ2WgqOZBQ2d3dCoZJ3c40jygajspABcApIQKkZSRCxJEbHcPBzI3i9WoihKniJwzvddpo2gWtuGWLnYY+Vi/8DPp9Pp2PrvduKSE6hWvxad6rQsjZchKhlDyweGFs/jICBgJUeOzKdv3x/w8GjB+vXrmTRpIubmcdjaGhMfn0lSkjXfffd9hRd/AXZsucD7EzflP/FfOp2zYAAR1VJZGnicxb2G4GVtV67xidJjaPnA0OIxZBe2HmLTxPm0fOkp2r49lHf+msuOndsYmtwYq8MxxT6+6YheNHm2O64+1Uv83IqicPz4cdLS0mjYsCH29vaF3tmgj/Hjx7NixQrOnj1LtWrV8PPzIzQ0FHd3dzp27IhGU/SeDaJyMrR8YGjxiLu+/mwPq345rvf458e05M33uhU7LjUrk+f/XMKdm7d4tl4TjmsyiEpNzj3vZG7Ja77t6OhZ44HiFo8uyQeispNN4ITByynoujWsiV1VV3bNWkJS2D0fglQq3H3r0Orlfg/1QSWHWq2ma+tO+B06wL/H99PEsx625tYPPa8QonJp1Gg4N2/68e+/HzJkyG80bWrH5583Ijk5IndMaqoaX9/CNyUpDzkraObN2lXwgP8uA38x4x/m/jgAuwxzfjpzhI879C6/IIUQANR/qh0pUfHsmrUEKxd7vn35AxYeh8RdZ/V6/OmVO7BwsC5xATgiIoJLly6Rnp7dAubUqVOYmpri7e2Ni4tLMY/OLzQ0lOeff55NmzbxxBNPkJycTETE3dzo4uLC22+/Tbdu2cUad3f3CmmRI4R4/MRFRjG6an2+Rcvf6dmfKe/9DBmZksSsQ/8w0q02Da3sJT8JISoNubdBPFK8e7Xm1f0LGbbqQ/p9/QYp3Tz5PfoYof5XOPvnv6X2PFZWVnhWr0p7lyZ89ffPpTavEKLyUKnUtG79Bunp8WzePJ6dO6fmKf4CmJlp2bXrHc6cWUFU1EVSUqLKPc51a/wZ9cwKYqJTihwXE5XCmMGrqXnVliOhtzgZHlxOEQoh7tX8hT60GT+Afz9fwflNBxg1+X+0+2kcqeZK7ka1BbFwsmXk+s/wHdajRM8XERFBQEBAbvE3R3p6OgEBAXkKt/patGgRnTp1IjQ0lKCgoHxzRERE8Pbbb9O8eXOaN2+u92aaQojHx8iXW/HeJ730Hm/voN8mtt/9spgRI0eQlZIGkG8BkUqlQlFg8YWTdBkykO9+Wax/0EIIYcCkACweOWqNmqptGuDTvwPTvv2UBCcjgi1T2fXxUuJuhZfa8zSsU58MYx2NzKqz6UwhK+eEEI+1W7cOkJWVRnT0xQLP53yoOHp0PuvXj+D8+XXlGR4AXXrUYciIpnqNHTKiKS8MaklDJzd+9D+MVjZwEqJCdJoyjIYDO7F16gIu+5/Dpl4VzEc1AchXBFb++1/Ws3WIdMoiyUyr9/MoisKlS5eKHHPp0iVK2jFu3LhxHDt2rNjVw66urhw7doxx48aVaH4hROXn5GLF00Mb4+JmnduuKh8VuLpb8+yoZnw/dx+L5h8oNl9VeaITrT57F2Nry+xir04h81pm9ua41zJRdAoqtQozBztaffYuVZ7oVPovTgghKoAUgMUjzdzcnIULF7I4cDtaYxVbpnyPTls6BQuVSkW31p0wNzbl4sWLhCeU/8o9IYRh8/EZRIcO7+k1tmPH9/DxGVTGEeW3d+cV/lh5Wq+xf6w8zd5dVxnfpC03EmL5O6jgwrYQomypVCp6fz6eam0b8c+kBQyd9SKzYzaysW04ieZ5C7yJ5lo2tg3n44jf6frdCJYe1e9CU2JiIteuXcu38vd+6enpXLt2jcTERL3jd3d3z9f2oSDh4eEkJyfL7dVCiAJpNGqmzOie/U2+IrACCrz1XlemzHiCCVM6sfjbg8yZuRNtEZ8He3k3pAlmAGQEZhA/O56kxUkkr00maXES8bPjyQjMAKAJZvTyblgGr0wIIcqfFIDFI69nz54MGjaUVXcOcufUZY79XMAmRw/IzMwMb+96NHOsx4LtS0u8AkYIUblZWDhhYqLfLYe3b4djYeFUxhHlN2iYL8vXj8TBseg4HZwsWL5+JIOG+eLt4EyPanVZFniC5MyMcopUCHEvjbERA75/C6daVeh93QuAy54p/PjULVZ3DmFT63BWdw7hx6ducdkzu8XL1wPfY3Rr/S40Xbp0iRs3bug19saNG8WuFL5faGhoqY4TQjyeuvXyZs6CAbi45t2TxdnJgvG+KdQI8QdF4cVX2zL9s96sW+3P9EmbyUjPKnC+QyE32HvuDBmBGSSvTEaJv++uiniF5JXJZARmsPfcGQ6F3CijVyaEEOXL4AvASUlJTJo0CQ8PD8zMzPD19WXt2rXFPm7p0qWoVKoCv8LCwsohclGe5s2bx420KGK9TPD7+jfCz98otblrV6uJ1kxFc2tvfju+tdTmFUI8+lJSosjMLLq3bo5ly34hMbH02tToy8nFCp8mHkz7uGf26plCbqOcNqsnPk08cHKxAuClRi1J12ax6vyp8gtWCJGHiaUZ3b+bQKr13QKFooLbLmlcqJrMbZc0lHt+pqNT4vSe29vbm+rVq+s1tnr16nh7e+s9d2hoqN4rhhMTE6UILIQoUrde3mzeP54fVw3jk6/78eOqYWw59D8GvTeY2BMBBP+5FUVRGPBsE+YsGMC+XVeY9PKfJCflv8OhTroFnbLcSN6YVORzJv+VRKcsN+qk63ehXwghDJ3BF4CfeeYZli1bxocffsi2bdto2bIlw4YNY/Xq1Xo9fsmSJRw+fDjPl6OjYxlHLcqbm5sbn376KV/uXY25uz1b3vqOrPTSW7XWrXUn1Bo14TdDuBUTUmrzCiEebefPr8PP7zO9xnbuDCtX6tcuoiwUtoJGrVZR29uZLj3q5jnuZG7Js/V82XAlkDtJ8eUZqhDiHr9d+YdtXjf1GvvJjoV6t4CwtramVq1amJqaFjnOxMSEWrVqYW1tXeS4ey1atEjvvr7jxo2TTeCEEMXSaNS0aFOV3v19aNGmKhqNGvvmjfB6rj8Ruw8S/s9+ALr0rMt3S4dyLiCU8c+vJfa+TXC//Xg9+9fqIKmwxsL/SVSxf62Obz9eX1YvSQghypVBF4D//vtvdu7cycKFCxk3bhxdu3Zl8eLF9OjRg7fffhuttvhNLho2bEibNm3yfBkbG5dD9KK8jR8/nqYtmvF75HFib4Syf17xK8X1ZWxsjG+jJjSwr8lP/6xCJxsjCSHI7gH8zDMrad16YpHjWreeyPnz9fn00w0VutKtoBU03/wyiKuXIvl9+cl84wfXbYy9mTmLA45WQLRCCIDRrQfx15SlOJraQjGdqDrWasGQpn30nlulUhW7stfc3Dx3Q0t9jRs3jpMnTzJ37twin3vu3LmcPHlSNoETQjwwly5tcX+qG3fWbyP6cPZ7meatq/LTmuFEhCUyZuhKQoLvXsj+36QBdOldVa+5u/Suyv8mDSiLsIUQotwZdAF4w4YNWFlZMWTIkDzHX3zxRUJCQjh6VD6Qirs0Gg0//vgjBy+cQmnpwfFftnDzUGCpze/l7ona2pi29g1YevDPUptXCPHosrBwwsmpHk2ajKRHjzlYWubd8d7S0pUePebQpMlIZsyYT0aGEZMnT66gaLPdv4KmXadaPPdCc76bs4/rV/JudmlmZMTLjVtz8M4N/CPk7gchKoKbjRPNvHz4asj72S1c7isC53R2eb3TKE7fPs/IFVO4FnVL7/ldXFxo3LhxvpXApqameHh4EB8fT0qKfq1ucri7u9OsWTOmTJnCunXr8PT0zDfmm2++YcqUKTRr1kw2gRNCPBT3fj1w6tCSG8vXER+Y3a/c28eVX35/Hq1OYczQlVy9FAlAoH8c+3YE6zXvvh3BBPrHlVXYQghRrlSKAe9q1bZtW7RaLceOHctz/Ny5czRs2JBFixbxyiuvFPjYpUuX8uKLL+Lq6kpkZCS2trZ06dKFWbNm0bBh0Tt5hoaGFrhCKykpic6dOxMfH4+Njc2DvzBRpl5//XWWLFnCd71eJzU8jpf+/hIzG8tSmVur1bJ19zZCEiPp1rELdV1qlMq84tGTkJCAra1tuecDyU+GTafTEhZ2mhMnfiIy8jxDhvyGjU2V3PPLly/nhRde4J9//qFHjx4VGGleaWmZjOi/FDMzY5b8ORJjE03uOUVRmLjnLzJ0WhY8MRCNyqCvHQskP1VmmwP3MOX3z4jMiMs9VsXWlc/6TaZfw25cighi5PLJRCTF8NNzn9CzXge951YUhdjYWDIyMjAxMcHe3h6dTsfBgwdxdnamfv36Dxy3VqvFz8+P0NBQHBwceP3113F0dOTAgQNoNJriJxCVhuQnUVYUrZZri1aSeOEqdd96Bcsa2ZtnRkUk8cZLfxAWksDXiwdRxcuOiNAEJo1dR0x0YRe3FOwczPn25yG4uNvk7o8gKreKyk9ClBeDLgDXrVuXmjVrsn379jzHQ0ND8fDw4LPPPuPdd98t8LHbt2/nwIEDtGnTBhsbG86ePcsXX3xBbGwsBw8epEmTJoU+78yZM/noo48KPS8JwbDFx8dTr149urRoR6tbVtR5ogV9571eavOHRUYQ4O/P/qgzzBz6JkYao1KbWzw6KuoNguSnR0NGRhJ//PEsdnbVePLJ71H9VzRVFIWuXbsSEhJCQEAAZmZmFRzpXRfOhjF68ApeeKU1r03ulOfc+ehwJu75izebd+LJmvUqKEKhL8lPlZtWp+XX7xdwYP12Oj/blxfGjUOjvltETUhL4tXfZrD9oh/vdH+FKd3GoFY/+IWbGzducO3aNTp06FBsv2B9HTp0iA4dOjBnzhymTJlSKnOKR4PkJ1GWdBkZXP7mF9LDo/CeOh4zV2cAEhPSeOuVdZw/G8acBQNo36UWe3ZcYuqEjdkPLKAiYtcjjV0/flh+wYsKJwVgUdkZfAG4Vq1abNu2Lc/xnALw559/zrRp0/Se78aNGzRq1Ihu3brx119/FTpOrhA/+tauXcuwYcNYMWM+d1Ye4Onv3qTek21LbX6/k4dIjk7gmiaCCd1Hldq84tEhK1hEcYKDj/D33/+jfft3aNDgbiujCxcu0KRJE6ZPn86MGTMqMML8fv7+ED/NP8DitcNp0jzvLdufH93D6fA7LOnzLJbGJhUUodCH5KfKT1EU9ny2nBNL/s5+j9OnTZ7zOp2OL/f8wuzdP9G7Xkd+eHYWNmYPtoItKyuLAwcO4OHhQd26dYt/gJ4mT57MggUL8Pf3p149ubD0uJD8JMpaVnIKl+b+iC4jk3rvvIqxbfa/a1paJu9N3MTBvdeZOedJ+jzdgD07LvHlrN1EhCXmPt7V3ZoqXTUENVbRR2XNW4OHVdRLEeVMCsCisjPoAvDDtIAoTJ8+fTh16hTh4eEljkcSwqNDURR69uzJ1atX+bLXqwQfv8hLf3+JtatDqcyv0+nYvPtvopPjaNGiBY095YPL48bQ8oGhxSOyHTjwBZcvb2HQoDXY2nrlHn/vvff46quvCAwMpHbt2hUYYV5ZWTrGPreKmOgU1mx5EQvLu4XeiJQkXtr+GwPrNGJMo1YVGKUojqHlA0OLp7JQdDo2v/ktl/85xtCl06na2iffmH8uHuCVtdNxsXJg+cgvqeda84Ge6+rVq9y+fZv27dtjYlI6F4BSU1Px9fXFwcFBWkE8RgwtHxhaPKJ0ZMTEcXH2QoysLPGeMg6NefYdV1lZOj59fzub/zzL5OndGfZiC7RaHaePBxMVkYSTixVNW3qiUsGT335Gmo0FP/caQu0qXsU8o6gMJB+Iys6gG/k1atSICxcukJWVlef42bNnAYrt5VsQRVEe6jY48WhQqVQsXLiQ0NBQTlvFYGRizLZ3fqC0rneo1Wo6tmxPFQtn1u3fQnpWRp7zWp2WA9dOsM5/OweunUCr05bK8wohHi2tW7+Bubkj+/Z9hO6ePDB9+nTc3d2ZMGFCqeWl0mBkpGbWl32Jjkzm68/25DnnYmHFUO8mrLscQGhSQgVFKITIoVKreXLOBDyb12P9uDlEXsq/8VvPeh3Y/b/lGGmM6LlgNJvO7n6g56patSqKonD79u2HDTuXubk5S5Ys4ejRo3z99delNq8QQpg42FFn4hgyYmK5unA5uszseoKRkZoZX/Rh1CutmffJbhbO249arcqzOa5Go0atVvPtoFGgKLyxboVBvVcTQogHZdCV0IEDB5KUlMS6devyHF+2bBkeHh60bt26RPMFBQVx8OBB2rRpU/xg8cirU6cO06ZNY863X9HgtacI8jvD6VX/lNr8Dnb22Lk50t65MQt2Lc89vjlwD01m96P/4vGMXTud/ovH02R2PzYH7iliNiFEZWRsbEGXLjMJCztDYOCa3OMWFhZ89913/PPPP/zxxx8VGGF+XtXteev9bmxYewa/PVfznBvi3QRbU3MWBxytoOiEEPcyMjVm4A9TsPV05veXPiMhJCrfmFpOVfnntaV0927H6FXvMGv79yW+MG1iYkKVKlW4fft2voUZD6Ndu3a8+eabTJ8+nYsXL5bavEIIYe7hSq3XXiD5+i1uLPkNRacDshcKvfFOFyZO68KvCw/z2fQdaLW6fI+v61WVPpYuZLo78fG61eUdvhBClDqDLgD36dOHHj168Oqrr7J48WL+/fdfXnnlFbZv386cOXNybxUbM2YMRkZG3Lx5M/exTzzxBLNmzWLjxo3s2bOH+fPn06FDB1QqFR9//HFFvSRRzqZNm0a1atX46Nev8R3eg38/X0H09ZBSm79lw2akqTJxybDmSJA/mwP3MHrlVELiI/KMC42PYPTKqVIEFuIx5O7elEaNhnP8+EJiY6/nHu/bty8DBw5k0qRJJCQY1oragc81oUPXWnw8bRux9+yQbW5kzJhGrfC7E8SZyNLLpUKIB2dqbcGQX99DY6Th9xc/JTUuKd8YK1MLfh3+OTP7vMG3+5YzdMlEYlPi84wp7u6latWqodVquXPnTqnG/8knn1CtWjVefPFFtFq5Y0oIUXqs69Sg5thhxJ4K5PZvm/Os5B05tjUfzn6STX8EMO31v0hPz39xa+qzIzC+cot96bEE3Aoqz9CFEKLUGXQBGGD9+vWMHDmSGTNm0Lt3b44ePcqaNWt4/vnnc8dotVq0Wm2ehN6oUSN+++03Ro0aRa9evZgzZw7dunXjxIkTD9Q6QjyazMzMWLBgAXv37iWsuhHWbo5snfwd2szSWb2iVqvp2qYTDmY2/H3oHyZv+BwFUKHCx74m7V2b4GNfE1ChAFM2fsGp2+cJS8i/QkcIUXm1bPkq1tYe7N07E53ubv6ZP38+CQkJfPDBBxUYXX4qlYrpn/dGpyh8+v72PL9fu1WtTT0HZ370P4xWyb9iRghR/qxc7Bmy5H1SohNYN3Y2mWkZ+caoVCre6DyKP1/6jjN3LtDp2+dZ57+DM3cu8t2+Ffh81ifP3Us+n/Xhu30rOHPnImfuXCQuIwl3d3du3ryJTld6P/vm5ub8+uuv0gpCCFEm7HwbUHX4ACL3HiZs+9485/oNbsTcH57h0N7rTHzpD5IS0/OcV6lU/PDCeDJi4pi6fR1ZpZj7hBCivBn0JnCGRpqCP7qee+459uzZg9+67fw1Zg7t/jeIDm8MAUCn1RF8/AJJEbFYudjj2bI+ak3Jro18t/VXdMmZfHRqMa2cGzDaux9OZna556PS4lh6aTPHIs8BMLX7WKb1GFdqr0+UP0PLB4YWj8gvIiKQv/4aQ/PmY2nW7OXc419++SXvvPMOx48fp1mzZhUYYX7/7rjM269tYMbsPvQf3Dj3+PnocCbu+Yu3WnSiTw3ZBNPQGFo+MLR4KrMQ/yusHTGL6u0bMWDBZNRGBW+sdismhJ4LXyQiKVrvuad2H8vr7UZw+PBh6tWrh6enZ2mFDcDkyZNZsGAB/v7+1KsneaWyMrR8YGjxiLITsnknoVt2U23UYJzat8hz7vTx27w5dh2eVe349tchODhZ5jn/3ZqVbCSR5kZWzBkysjzDFuVI8oGo7KQAXAKSEB5dISEh1KtXj+eff54hXm04vuRvnpz9GinR8RxbvJmU6Lu3QVo42tJqbD+qtc1eKW7lYo+Vi32R85++cY5V+9YTGHWVyY1HANlXjHPoFAUVMC9gJU1q+DCseT98q+XfrVs8OgwtHxhaPKJgx48vxN9/GQMHLsfJyRuAzMxMmjdvjpmZGYcPH85tb2QoPpq6ld3bL7Nm64tU8bLLPf750T2cDr/Dkj7PYmlsUnEBinwMLR8YWjyV3bV/T7Fu3ByaDO1Gz4/H5nk/cq8bMcFM3TiHXZcPFTmfs5UDa174Bg9bF9xsnAgICCAxMZG2bduW6sbKqamp+Pr64ujoiJ+fn8HlQlE6DC0fGFo8ouwoisKtVRuIOniCWq+OxK5x/Tznr1yM4H+jf8fS0oTvlz2Lh6dtnsf2/eBt0hvVZmbzLnSoLRepKiPJB6KyM/gWEEKUBg8PDz799FMWLVpEeHQU6BT+fnsBe79Ymaf4C5ASHc/eL1ay7OlpLHt6Gv5rdhY7/9kr5/Ayd2G0dz+AfB+21KrsFhCjvfvhkWVHwOXAUnttQohHR7NmY7G3r8nevTPRarNv0TY2NuaHH37g+PHj/PTTTxUcYX6TP3gCWzszZr69Nc8mKWMatSIlK4O1F/3RKjrORISw59ZVzkSESGsIISpQra7N6P3pK/iv2cWh79cVOq66gyevdx5V7HyRSTGkZPyfvfuOj6LqGjj+m91k03tvEGrovRdpgiBFmgiIYkFReOyKyoMgdrGhj6Ao8ooiIErvvUlvAUIJLUAC6T3Z1N15/4gEQtouBLKE8/18EJm5c+fsJXvYPXPnjh5fZ8+C44KDycrKIi4urpwjzXNtKYi9e/fKUhBCiAqnKArVRg7EtUk9Lvw0n4wLlwFQjUbSw8/jkXaVH77ojGo08syj8zgXHl/k2J/Hv0Hm+Ut8+M96MvOKL7MjhBCWTgrA4r4xbtw4mjdvznebFtDv25fLbW/v6cITSz6h2Yie5bbt1rwzreo1x9PWtdSZNhpFwdPWlVb1mtOteWez4xdC3Pu0Wmu6dZtKSkoEhw79XLi9Y8eOPPvss7z77rvExsZWYoTFOTrZMPXLfoQejGLe7AOF273tHXk0pCl/hR9l5Ko/eHP7Kj7dt4U3t69i1OoF7IySh6UIUVmaPNqdzq89xj/TFxG6cFOp7eLSTXsmQewN7ZydnfHw8CAiIoKKvpGwY8eOvPbaa0yaNInTp09XaN9CCKFoNNR4dgQO1QM49/2vxG3ZxfGJn3Pm65+J+GUhyfMWMKVVIm0CDTw3/A9CD0YVHuvv58fTNRqRq8CEZQsq8VUIIcStkQKwuG9otVp+/PFH9h0/zPrtW8ptr09IJT8rp9zlHwCCPP2o5V3NpDhqeVcjyNPPpLZCiKrHw6MuLVo8x9Gjc4mLu343wOeff46VlRVvvvlmJUZXshZtgnjiubb88M0Ozpy6Pusv0NEFg6qSlJ1VpH1CViYf7NkoRWAhKlH78YNpPqoXG977mdNr9hTbH5OWQEaO3qS+MnL0RR5gGxwcTGZmJgkJFf9Q2w8//JDq1aszevRo8vLyKrx/IcT9TaOzpta4J9HorIn8cyV5yUXvBjWkpfOI+1V6NbZh/JN/smV9eOG+54aPxPHoWc6Qw/Ljh+526EIIcVukACzuK61bt+bFF19k0f/NM6l9RlyySe1ycnLIz883qW1+fj45OTnlNxRCVFnNmo3G07MeW7dOIT8/GwAPDw+++OIL5s2bx5Yt5V+kutteeLUTNWp58N7rK4lOSSM8KZ4fj+4t85j/Hf6H8KR4ErNMKzIJISqOoig8OPkZ6vfryMrXv+P81sNF9v+6bzGvLf3EpL5eW/oJv+67vpyEm5sbrq6ud2QWsL29Pb/99huHDh3iww8/rNC+hRAiLzWNnPhEjOVcYOrjnciAbj58/NoS/phzAFVVURSF2W+/R8qh43x/dA9xmel3KWohhLh9UgAW952PP/6YfF3JyzTczJTZvwBRUVEm36p4+vRpoqKiym8ohKiyNBorunX7gIyMGA4cmFm4ffTo0XTq1Ilx48ZZ3IUinY0VH3zVj8sXk5n84Wr+s3kpKTlZZR6TnJPFfzYvZfWFk3cpSiHEjTRaDQ9PG0fNLs1ZNv4rLu+7/l58qu0Qtr40j6l9Ximzj7EdhrP1pXk81XZIke3BwcGkpaWRlJRU4XG3bduWKVOm8PHHH7N7d9kPqRNCCHPE79jH6U9nYMgo++K0IT2DB/PDeGmAJ998vIUvP9iMwWDEx8eHdzs/RHZ6Bq8u+wNjBV8EE0KIO0UKwOK+Y5WrMv7Vl0n/d9Zdaew9XbCyszFpFnBgYCBt2rShdu3aZbarXbs2bdq0ITAw0KyYhRBVj6trMK1bv8jx4wu4erXgNkKNRsMPP/zAhQsX+OijjwAwGAxs27aNBQsWsG3bNgwGQ6XFXKeeN+Ne70zo8sv0tC87313zdKPW9K3Z4A5HJoQojdbaike+e5WAlvVY/NxnRB87B4CvsydNA+rxUpcnmDtqGv4u3kWO83HypIZHIP+3bzGHIsPwcfIost/DwwNnZ2fOnz9f4bOAAd59913atWvHqFGjSEtLq/D+hRD3J9dmDfHs0s6ktp5d2tFrfF/e/fAh/pp3mLfGLSVLn8vgvv2oHZVMvE7DD/+Uvs66EEJYEikAi/tO6IKNxM3ajpOVLaqqFvvScm2bPiGV3wdPJHTBxnL7tLGxwdnZmeDgYJo0aYKNjU2R/VprK5o0aUJwcDDOzs7F9gsh7k+NGo3A17cZ27d/QG5uxr/bGjFp0iQ+/fRTvvzyS4KDg+nWrRsjR46kW7duBAcHs2TJkkqLeeQzrWncMoBNc0+Z1N5FZ3uHIxJClMfKRsfgH9/Cs241Fj39CfHhl4vs79+oO0feXM7vbSbydcDT/N5mIscmrGT3a4t4qu1g3lz2Gc8vnER6TmbhMYqiUKtWLdLS0khMTKz4mK2s+P3334mPj+eVV8qepSyEEKZKCT1Bwvayl7C6JmH7XlJCTzBkZDO+/mkIB3ZfYuzjC0lMyGTGf6eQvusgS6POcTo+5g5HLYQQt08KwOK+02xET0Yv/wzdky2YF7uHVEPRW5hTDVn8EbcHz5e6MXr5ZzQb0dOs/r29venUqRMtWrQgsHoQ+UYD++LCcHU3bTkJIcT9Q6PR0rXrFLKzU9i585PCC1LvvvsuQUFBvPXWW8WWjLly5QpDhw6ttCKwVquhxQvVSTqRgVFvBEA1quSdzyM3NJe883moxusX1qYf3ilLQAhhAXQOtjw6512c/T35c/RHJF+8XrAIX7+Pn7u+TNhbC4mdvp2wtxbyc9eXubj5CJ8NeItfRn7K+tP/0P1/T3Ak6vr72d3dHVdX1zs2C7hmzZr873//49dff+Xvv/+u8P6FEPcfrwfaUu/d8Vg5OZbZzsrZkXrvjsfrgbYAdOpWi58XjCQuJp2nh/xO7FU93z3xPJlXonlr7d/kGkx7HowQQlQWRb0Tn9aqqLS0NFxcXEhNTcXZ2bmywxG3wWAwEBwcTFRUFApQw9YLJ60t6YZsIrLjQVEIDAwkIiICrVZ7W+fafWw/+rg0wvIu8WqfZyvmBYhKZ2n5wNLiEeY5f34jmze/ywMPTKJevYEYDAYCAgKIjY0tsb1SgTnqViRm6Vn291Fm/7UHXXMd+pV61NTrHycUFwX7/vaMH9mZ5t4BuNva42Fnf9fjvF9ZWj6wtHjud5kJqcwfMYXczGwe+ug5Es9fYdtnpT8ct+s7o6jevhGJVlm8vOlzwqLP8N9e4/hP51FoNBqSk5M5dOgQTZo0wdvbu9R+bpWqqgwbNozNmzdz/PhxAgICKvwc4u6xtHxgafGIuyf5cBgXZpWe+2o8NxL3Vk2KbY+5msbLz/xFXEw6n3w7gLWHFrPLx552Ll580m/YnQxZ3GGSD0RVJzOAxX0nNDSUyZMnF86qU4EL2fEczYzkQnY8KgVfNiIjI5k8eTKhoaG3db72jVuTrskmGC/WH99x2/ELIaqeWrV6Uq/eIHbt+oLdu1czefLkUou/ULE56lZ42NnzzKh2hFh7kjkvs0jxF0BNVcmcl4nnRVvquHlK8VcIC+Lg6cJjv71HXlYOi5/7vMziL8C2z+Yx95F3SF5/grUv/MK4To8zdd3/GDLnP8SkJeDm5oa7u3uZs4ANRgP/nD/I4tB1/HP+IAaj6WuZK4rCrFmzsLe35/HHHyc/X2bZCSFun1uLRtQcOwprN5ci260cHUCjIfngUYwl5Btff2fm/DWKpi0DeHXM34Q4P4C65ygHslJYffLo3QpfCCHMJjOAzSBXhKqGrl27sn37dpPbd+nShW3btt3WOXNzc1mzZT0x+kT6du1FkLv/bfUnKp+l5QNLi0eYLz8/m6VLRxMREcHEiQcw9VlvFZGjboXBYKRfpx+Ij8sotY2PnxMrtr+AVivXm+8mS8sHlhaPKBB9/AKLnv6Y7OT0cts+9NFz1O7RCkfvguWstp/bz4t/TibPmM//hkymfUBTDhw4QKNGjfD19S1y7MqwLby78kuupsYVbvN38ebT/m/Sv1F3k+PdsWMH3bp1Y+LEiXz44YcmHycsi6XlA0uLR9x9qtFIxtkI8lLTsXZxwrFODVKPn+bCT3/g3DCEms+PRGNlVew4g8HI919s5/ef99O9T0222GzDrWUDfn54OMGuHiWcSVg6yQeiqpNvZOK+M336dCZOnGhS24lvv8P06dNv+5w6nY6WzVsQ7OjHgi1LyZM1ooQQN7GysuXBBz/F3d2K119/yKRjJk6cWCE5ylwJcRksX3SszOIvQGx0OssXHSOhnHZCiLvPyceNJo92M6mt/qYicZfabdj56kJaV2vMyN9e55Nts3Bzd+PChQsYjcbCdivDtvDUvAlFir8A0alxPDVvAivDtpgc7wMPPMCHH37Ixx9/zIYNG0w+TgghyqJoNDiF1MK9TTOcQmqhaDS4Nm1ArReeIO3EGS78OA9jXvHvblqthlfe6cb7X/Rl5+ZLBB6rR/r5OF5ZvYjMvFygoEh8cO9l1q04ycG9lzEYjMX6EUKIu0VmAJtBrghVHdfWAL5y5UqJtysqioKL1o5f//MJA75+GUVRKuS8O4/uJSc+g5O5l3n54WcqpE9ROSwtH1haPOLWhYevYOvWqUydeonY2KRSc1RlrgH8zSdb+OOXAya3f/zZ1rw20fSZfuL2WFo+sLR4RIF/vl3Eru9Mf7Bax5eH0umVoutbqqrKL3v/YvLqb2nj14j/hDxK/fr10TrZcDU1jhFzXyU+I6nUPr0c3Vkwejr+Lt74OnuWG4PRaKRv374cOnSI0NBQ/P3ljqp7jaXlA0uLR1iW1BNnOD/zN5zq1aLWC6PQWFuX2O74kSu8+cJSMrLS0Y6wpVkjXx6xbsFXH24mLub6BTRvXyfenNyD7g+F3K2XIMwg+UBUdTIDWNyXtFot3377LUCpxd3335zI6RW7ODBndYWdt1OTtqRrs6mt9ePv/WsqrF8hRNVRt25/GjQYxKBBBbcP3pyjrv15+vTplVL8FUJUDc1G9OSJJZ9g7+FSZjt7TxeeWPIJzUb0LLZPURTGtB/Gtpf/IINsdsUc5ejJY3y//TcenPFkmcVfgPiMJB6c8STf7/jdpJg1Gg2///47Op2O4cOHk5+fj8FgYNu2bSxYsIBt27ZhMHX9HCGEKIdLw7rU/s9o0sPPc37mbxhz80ps17h5AL8te5JaNf3R/5LNwQUxvD1+WZHiL0BcbDoTxi9jy/rwuxG+EEIUIQVgcd8aPHgwf//9d4lPk37iiSd45dP/0nbsI2z77Hci/jlWIedUFIX+nXuTqeaQG5vBkcsnK6RfIUTVoSgKHTtOoGfPdrz8cnMCAvyoW9eR1q3dqFvXETs7W/766y8GDx5caTE+MaYNvy15AnePsh/uZueqw+U/znQZVvcuRSaEMJWjtxv+TWvT68MxUNK1cKXgV68PxuDftHbh+r8lqesdzLoXfsHd3xOMkBGfesfi9vT05M8//2T37t0MHjyY4OBgunXrxsiRI+nWrRvBwcEsWbLkjp1fCHF/ca5fhzovPU3GuYuc/fYX8vVZJbbz8XNm9p+P03tACLn7clEp4UZrteDXVx9uluUghBB3nRSAxX1t8ODBXLx4ka1btzJ//ny2bt3K66+/zoIFCzh8+DAPvDGCGp2bseLlb0i+GFMh57SysqJnx2446RzYdWA38ellz44RQtx/tFodPXtOo1kzJ6ZMqcYbb4QwZkxN3ngjhPfeq01qamilxufp7UiDpv6882GvwiJRMQq892Fvgut7MOfiAQxG+aIjhCUKeagtA2e8gZNv0YcW2bs7M3DGG4Q81Nakfqy0VrzUfTRu3h70CmyHs7WDScd9M2gi/3ngCbNi7tixI0899RQrV64kKiqqyL4rV64wdOhQKQILISqMU0gt6rw6hqyrsZz5chZ5qWkltos4n4h/wL93cJX44ahAbHQ6s6bvJPxk7B2JVwghSiIFYHHf02q1dO3alREjRtC1a1c+/fRTGjVqxMiRI8nKzqL/9Jexc3Nm8QvTyEnXV8g5XZ1cqFs/hDrO1fhtw5/ky0PhhBD/0usTSEg4zfnzG8jNzcBoLHq7oZubjry8NWze/A0JCafR6xMqKVLo/lAI02YMxNvHqdi+lm2C6NmnHm+27srZ5AT+DD9aCREKIUwR8lBbXtgxgxF/TKH3Zy/g07AGOel6tNZWZvfVqlFz7HV2fNT5P2W2U4AAFx9GtX7EpPV/r4mOjubAgQOsXLmyxP2qqqKqKuPGjePAgQNER0ebE74QQpTIsVZ1Qt56gfxMPaen/Uh2XPHPX5++t4ZfZuw2qb9fZuzm0/dkSUAhxN0jBWAhbqLT6Zg/fz5RUVE8//zz2DjZM+SnCaRHJ7L8pW8wlPAU2FsRUq02tl6ONHWpw4y1c0t80JMQ4v5z8uRiliwZxb5935a4X1EKlok4f/4PliwZxcmTi+9yhEV1fyiElTte4Mc/RvDRN/358Y8RTP2yL4f2RTL3p33U9/BmWL2m/HbiIKeT4io1ViFE6TRaDdXaNaTpo90Z9ddH1OrWgiUvfMGJZTvM6sfa2ppatWrhq3HjvR4vltjm2ry4T/q/gVZj3lrms2bNok2bNsTFlZ1PYmNjadOmDbNmzTKrfyGEKI2dvw/13h6HotUSPu1H9JevFNnv5n+JyKS1JvUVmbQWN/9LdyJMIYQokRSAhShBvXr1+Pnnn5k/fz4//PADHrUCGPzDW1zaG8a6ibMqrFjbpVkHMm3yqG8TxJytf1ZIn0KIe1uDBkPo3HmiSW3Pn/enfv3KWwv4Gq1WQ6t21eg9oAGt2lWj76BGPDu+PTO+2M62DWcY3bAVtV09+XTvFvR5uZUdrhCiHFY21jzy3Ws0GtyFVW98z+7vF5v12ScgIABHR0c6ujTmlxGf4mzrWGS/v4sPv46aRv9G3c2ObezYsXz88ccmtf34448ZO3as2ecQQojS6NxdqTfhBXQeroR/9RNpJ88W7nvs5eH0ersHikvpyz8AKC4Kvd7uwWMvD7/T4QohRCEpAAtRihEjRvDSSy/x6quvsnfvXqp3aETfaeMJW7Kdnd9UXLF2QKfepKLHJ9eJpQfXVVi/Qoh7V3Z2ikntjh3bzx9//HFng7lFY1/tTPfeIUx6fRWnjkbzbrvuJGXrmRFq2q2RQojKpbHS0ufTF+j06jB2fvMna96aQX5OXvkHAhqNhnr16pGWlkZrj/qcn7yZWY99SH3fWgC0rtaY1tWa3HJsnp6mLRlhajshhDCHlaMDdV97DsfawZz93/8Rt20PAPMuhHHeRsW+f9kPybXvb895GyPzLoTdjXCFEAKQArAQZfryyy9p1aoVQ4cOJTo6mgYDOtF1wuPsmbGE0PkbK+QciqIwqFs/ssglL1bPztP7K6RfIcS96eTJxRw4MNOktoMGBbJmzVfs27fvDkdlPo1GYeoXfQlp4M0rz/5N9tVcxjfvyIaLZ9h46UxlhyeEMIGiKHR8aSj9v3mZU6t3s+ipj8hKTjfpWFdXV/z9/Tl37hyGfAOPNu/DP68s5MfHPmDnhYO0+XIw323/jdx804rK18yaNcvkWb1jx46VJSCEEHeE1taG2uOexLtrOyIXLOfyguXYHTpF7L7D6BrpcBjlUGwmsOKi4DDKAV0jHVkbc9D8c7qSohdC3I+kACxEGXQ6HX///TdGo5FBgwaRlZVFm+cH0OKJ3myYMpszGyqmWGtlZUXvzj3RajREnr3I8Uj5MCDE/apBgyEMGvQbdnbuZbaztXWjb9/ZZGQE8cgjjxAZGXmXIjSdrZ0102cPxcfPif88tYjGVj70rF6Hbw/tJCI1qbLDE0KYqMGATgz/fTIJ56L4fegkkiJMe7Ba7dq1URSF8PBwkpKSiI2N5cHq7dj/+mJGturPh+tn0Pnb4Ww+s8fkWMaOHcuhQ4f44osvymz3xRdfcOjQIVkCQghxxyhaLUGPDaDayIHE79jHaCtP/nzlXWzyjVg3sMblbRccn3PEYbgDjs854vK2C9YNrFGy8nCL9eb4KgfWrTgpz4IRQtwVUgAWohz+/v6sWLGCo0eP8uyzzwLQ472nqNu7Lctf/oZzWw5VyHmcHBx5oH0nbK1sOHLkCOHRFyqkXyHEvcXe3hMvrwZ06vROme1sbV3x8anH/PnLsLGxoX///mRkZNylKE3n5GzL/34dho2NFf8ZvYhR1VoQ4OjC1N0byZT1gIW4ZwS2qscTf3+MolH4bfBEzm87Uu4xOp0OHx8fYmNjOXz4MGFhYQW/Hz7G6+1Gs/3lP/Bx8uTROS8x6rc3uJgYVW6ffn5+tGjRgjfffJPFixcTGBhYZL+TkxMAQUFBtGjRAj8/v1t7wUIIYSKvLu2o8/LT5F+NxX7DHl5v0g5Fo4AC1rWs0TXTYV3LuuAJmAqodta88n+9aNe5JpNeW8kbLywhIc7yPsMJIaoWKQALYYJWrVoxd+5cFixYwAcffIBGq6H/1y9Tu1tLlo3/igvbQyvkPF6unrRu1RpnnSO79u3mfJw8GVaI+1WNGt3p2XMaDg7eRbY7OPjQqtWLZGREs3HjBDw8XFm5ciXnz59n1KhRGAyGSoq4dJ5ejsz47TGysvJ487klvN7oAZKz9XxxYBtGmfUixD3DrbovTyz+mMBWIfw95jP++e4vVKOx1PZxcXFERRUv6ubk5HDs2DE8Nc4sf+5Hfhn5KaFXTtP266FMXPkVSZkpJsUzePBgLl68yNatW5k/fz5bt24lMTGRUaNGMWrUKFasWHGrL1UIIcziXL8O9d4Zh2o04vbTUt7wqYuXfdEHYHrbO9IiMYerW3cxI3wXvd9qzBczB3EiNJpHH5rNqsXHZTawEOKOUVTJMCZLS0vDxcWF1NRUnJ2dKzscUQk++ugj3nvvPX7++WfGjBmDITefZf/5ioidxxg6+22CO976A01uFBF9mbBjx7mqj6d3555U9wyokH5FxbG0fGBp8YiKYzQaiIk5gl6fgL29J76+zdFotERF7WPdulepVq0TDz74KWvWrOORRx7hueee44cffkBRyn4CdWU4Fx7P2JHz8QtwYfS09nxxfDsj6jfn6UatKzu0KsXS8oGlxSNun2o0snvGEv759i9qdW1Ov6/+g61L0UKHqqr8888/5OTklNqPjY0NnTp1QlEU9LnZ/LhrPtO3zUUBXu36FGM7jsBeZ2t2fHl5eYwYMYKVK1eybNky+vTpY3Yf4s6wtHxgafGIe58hK5tLvy8h+dAxPLt3IOmB5iTn5eBha08jL1+0ioYPP/qIP+Mi8OvUhrfbdqeVcyBffbSZtctO0L5zDd6a8iDVapS9FJioeJIPRFUnM4CFMMN///tfxo0bx9ixY1m+fDlanRWP/O91qndoxOLnPufiruMVcp4aftWo16g+gfbebPhnM5eTrlZIv0KIe49Go8XfvxW1a/fG378VGo0WgMDAtvTs+TmXLu1g06Z36dPnIX766SdmzZrF1KlTKznqktUO8eKHeSOIiU7j/97azcjqzZh/6og8FE6Ie4yi0dDxpaEMnf0OVw6H83/93ybqUHjh/vT0dM6fP19m8RcKZgKfP3+e9PR07HW2vN7tGQ6/tYwRLfvz2aZZtP5yMPMOLCffkG9WfNbW1syfP5/evXszaNAgNm3adEuvUwghzKW1s6XGcyMIeqw/Cdv2ovvxLxqdi6Nmchaaf6fevTdpEoNcA7iydRef79vC7uRLfPhVP775eQgXLyTy2MNz+OHrHWRnmfeQTCGEKIsUgIUwg6IofPfddwwePJjhw4ezfft2rGysGTTzDYLaNODvMZ9V2IPh6gTUpE6DEHxtPdi0cyvnYmU5CCFEUdWrP0CvXl9w+fI/bNz4FqNHj+KTTz5h6tSpzJgxo7LDK1Hd+t78OG8E8TEZrHs/jC4uNfjm4A6Ox5v2UCkhhOWo1bU5T62chpOPO/NHTGHX//7GaDASHh7OxYsXTerj4sWLhIdfLx57Orrx2YA32fv637QLbsrLiz+k/TfD+PPwarMKwTqdjkWLFtG9e3cGDBggRWAhxF2jKArWri5YOdiRHRNH5J8rOPP1zxyf+DnJh8MA+GDqVPq7+BO5YTvfHNrB8nMn6Ny9Nn+tH8OTz7Xht5/3M6z3L2zfdFaWhRBCVAhZAsIMckuAuCYnJ4d+/fqxZ88e1q1bR6dOncjPyWPVm//jzLp9PPTx87hV8yUjLhlHbzcCW9dHo7216y3nrkRw4ngYKTnpNG/enCbV6lfwqxG3wtLygaXFI+6uyMjdbNjwFr6+zejZcxrvvPMe33zzDbNmzeL555+v7PBKdOFsAv956k+srLQEjfPiqk06X3XtT01Xj8oO7Z5nafnA0uIRFc+Yb2DX94vZM2Mxga3r0/WDp9GTZ1IRODg4GB8fn8KHt93s2JXTTNv8M2tObqemRxBvdn+Woc16Y6W1Mim27OxsBg8ezObNm/njjz8YOnSoOS9NVDBLyweWFo+oGpIPh3Fh1rxS99ccOwq3Fo1QVZUJb7/N8pgIqvfvyZMNWjKqQQsUReFyRBJfTN3Enp0RdOxak1ff7UaN2p538VXcfyQfiKpOCsBmkIQgbqTX6+nXrx8HDhxg3bp1dOzYEaPByF/PfMLFf44Vaevk60GPyU8R8lDbWzpXZNwVDhw6SJ4hn6C61elQt1VFvARxGywtH1haPOLuu3r1IOvXv4GLSzUeeugb3nlnKt9//33hmuWWKOZqGuNH/0lqShYBYz3J8jbwTfcBBDi6YFCNhMXHkJitL7JuniifpeUDS4tH3DmR+0+y8vX/kZOWSdd3niAjyNbkNYDLc3Mh+LVuT/Nosz7orKzLPTYvL4+nnnqKBQsWMHPmTF544QWzXpeoOJaWDywtHnFvy0tNIzc5lXPfzyU/PaPUdlp7O+q88gw6NxesXZz5fNo0Zu3bTq3hj9Crel1ea/UAVhoNqqqybcNZvvlkCzFX03jk0SY8/0pHvHxKvmAmbo/kA1HVSQHYDJIQxM0yMzPp168fBw8eZOXKlfjl2LFs/Fdw87vq3+81A2e8cctF4PiUBLbv/gdbjQ6ji5b+7XpZ5EOe7heWlg8sLR5RORISwlm79mWsrGzp0+c7Jk36ghkzZjBz5kxefPHFyg6vRClJel4Z8zfnz8TjM8oNu8a2jKjXnHmnDpOQlVnYztPOgXHNOtA5sEYlRntvsLR8YGnxiDsrJ13P1s/mcXThJuoM74Jzt5BS2wYFBRESUvr+ktxYCPZz9uL5Do/xVNshuNiVXRAxGo289tprfPfdd3zwwQdMmjRJPkdVAkvLB5YWj7i3XV25kehVm01u79PrAQKHPAzAnDlzeO+3n2nwwmia+wYwuUMvHHU2AOTm5PP3/CP8MmMP2Vl5jHy6NaPHtsXRyeaOvI77leQDUdVJAdgMkhBESTIzM3ms/2BO7D/C+FoPYcgofaaLvacLQ356G2c/Dxy93Uw+R1xcHOHh4UVm0eSrBpo1boqvr+9txS9ujaXlA0uLR1Se9PSrrFnzEtnZyfTo8QlffrmQb7/9lqlTp/Lee+9ZZMEjOyuP9yesZtOacDxGu2CsX/pM38nte0oRuByWlg8sLR5xd0T8c4x17/6IdZAbNZ7sgmp1/X1tY2ODnZ0daWlptGjRAldXV7P7D4+LYObOP/jz8Gp0WmueaDOQFzqOIMjNr9RjVFXlk08+YdKkSYwaNYqffvoJOzu7W3l54hZZWj6wtHjEvU0feZX4nftJ2L63/MZaDRqdDdUfH4hbqyYoisLy5ct5fuokGr/2PL6u7nz0QB+CXdwLD8lIz2HurH3M/78D2NpZ8/SL7Rgyohl29ro7+KruH5IPRFUnBWAzSEIQpdn21QL2zVxqcvuOLw+l0yvDTGobFxfH0WPHQFWLFG6uvXVrhdSmZjUphtxtlpYPLC0eUblyctLYvHkiV64coF27V1i5MoL//ncS48eP59tvv0Wr1VZ2iMXEZ2by8//+YbNHBIqLAirkR+SjpqsoTgpWNaxQNApuNnZ82Kk3nnYOeNjZV3bYFsnS8oGlxSPunpx0Pf98u4hDv63Dv0sjmj3ZG/+GNXFzc0NVVQ4fPkxmZiatW7fG3v7W3s9XUmL4cfM8Tl45T3xWEsF+QTzbYRgP1Gpd6gWvhQsX8swzz9CgQQOWLl1KUFDQ7bzM+4aqqiQnJ5Obm4tOp8PNzc3si4qWlg8sLR5xbzN3BrCNrzc5MXE41a9D0LB+2Pn7cODAAYaNeYbAZ4bhHODHO+260zmwZpHj4mLS+enbf1i5JAxnZ1tGjWnD0Meb4eAoM4Jvh+QDUdVJAdgMkhBEaWJPXiR04SZC/9hQbttmj/ei2fAH8WkQXGa7mLQEYtLiiT59GStVU+IHbKOqkmPIId9LR/s6LfB1lgcD3C2Wlg8sLR5R+YzGfPbvn8GxY79Tu3Zvzp3z48UXX6Z3797Mnz8fFxeXyg6xiN9OHOT3k4cByA3LRb9Sj5p6/SOK4qJg398eXaOCWS5PNGjBkw1lPfSSWFo+sLR4xN0Xd+oiGyb/wpXD4dTv14Eub43EJdCb3NxcDhw4gKIotGrVCp3OvFlsqw9uRh+bhpvN9eUfErNT+b/wFSSp6TzdbigjWvTD1b74z92RI0cYOHAg2dnZLF68mE6dOt3266zKSrobzcbGhpCQELy9vU3ux9LygaXFI+5tpq4BbOXsSO3xo9G5uZB56QpRi1aRk5iMV5d2+Pd/kIT0NIYMf4zMVvXxatuCAbUaMLZpO3Q3PfzySmQKv/64l5WLj+PgoGPEU60Y+nhzXN3lAvmtkHwgqjp5mooQFeDsxv0mFX8BQv/YwIllO8pt9+e+lfy4ei7WaEudXaFRFOysbLGOz2f2uj+Q6zlCiGs0GivatXuF7t0/5tKlHbi4bGbZstns2vUP/fq15LvvXmHNmtnk5eVWdqgAdPAPZkCtBuSG5ZI5L7NI8RdATVXJnJdJblguA2o1oIN/cOUEKoQwm3f9YB7/cyoPfz6OyP2n+Lnnq2z55DeMWbk0a9aM/Px8Dh8+TF5ensl9rj64GV2yEVedY5HtbjbOvNFkFG29G/P+2u9o+Gkfxi96n53nD2I0GgvbNW/enIMHD1K/fn26du3KBx98QH5+foW95qokLi6OY8eOFXugX05ODseOHSMuLq6SIhPCsli7OOMQHES1kQPLbFdtxEAcgoOwdnHGtUl9Gkx5jYCBD5G45xBh732Jcvwsm1auplWqgdO/LGDFmTDGbVjMpbTkwj4MBiPRV9Jo2bYaH3zVj5596/N/P+ylb6cf+HjiOi6cTbjDr1YIca+RGcBmkCtCojQZccmkRSey+LnP0SemltrOxtkBFFAU6P3JC2U+EG733j2Ex1wgyNGn3PNHZsQS5OjD2cwoBnTuTYC7rAt8p1laPrC0eIRlSU29zKZN73LwYCju7la4uFjfsM9AYOCjjBgxsRIjLJgB/FvYIVI/Ty1W/L2R4qLg8rYLTzZqKTOAS2Fp+cDS4hGVK1efzYFfVrHvp+Vora1o+/wj1B3cmeOnwrC1taVFixZYW1uXenxkQjRXEmOIPBeBq86p1DukUnLTcQv05ED0CRYfX09EYhRBrn4Ma/EwI1r0o6ZnwbIP+fn5fPTRR3z44Ye0a9eOefPmUaOGLK0FBQXe7Oxsjh49Sm5u6RcLdTodTZs2xdbWFhubsm9Bt7R8YGnxiKoj+XAYkYtWkpd8/buhtZsLQcP649aiUYnH5KWmc3XlRhJ2HcTa2RG/vj3YcOksb3z6IXXHjcbex4snGrbE+5I933y0hbiY9MJjvX2dePG1TsTFZvDXvCMkxGXQvnMNRj7TiradaqDRWN4zICyN5ANR1UkB2AySEER5fpv6LVfn/gNQ4nq9/qM7MWT8U6z/7yzObjpI7Qdb0XPKMzj7F1+6ISL6MmuObCFEF1juecNzowhy8UVNzyPfaEB1tWZwuz5oNDLJ/06xtHxgafEIyzN//kekpxesVV5SfnJ2HlKpReB9Ry6xfs1JVsw5Vm7bAc804aGHG9C2efW7ENm9x9LygaXFIyxDZkIKu/73N8cWbcHa3paWLw4gv7YrdnZ2NGvWrNRC4ux1f6Dq86nhHFDuOSLSrqDYW/HsQyPZd+koCw+vZunRDaTnZNKmehMGN+lF/8Y98HP2YteuXYwaNYrExES+/vprnnnmGVRVZefOnURHR+Pn50fnzp0tcg31O+X8+fNERESY3L5GjRrUqlWrzDaWlg8sLR5RtahGIxlnI8hLTcfaxQnHOjVQTPh+lh2bQPSqTSQdOIrOww2rlg0Z990XRAW441+rG5l/6Isf9O9Hu2kzBtK5W202rD7FH3MOcOZkHIHVXHlkWBP6D2mMp7dj8WMFIPlAVH1SADaDJARRFoPBQHBwMC5JKv09m+FqdX3tpZR8PSsTQklyMRIZGYlGo+HMhv1smjqHnHQ9nV97jJZP9kFjdf1LxWcbZ/HF5tnM6PQ27jYuaEqZ4ZKUk8r4fz7nrR5jeKrVIDbu2YqfzoOL+hjaN2tDw2p178rrv99YWj6wtHiE5dDrE0hLi+b335/A2bnkJWVUVSU11cCTT/6Os7Mf9vZ3fz3x50fM5/D+SJPbt2gTxE8LRt7BiO5dlpYPLC0ecfcZDUaiDpwiIy4ZR283AlvXR6MtKIKkXU1g76xlHFu0BceaPtT+T29s7O1o0aolDg4Oxfr6dNUPRERFMKx2r3LPu+jcBmoE1uDdfi8WbsvKy2btyR38eXg1287tI99ooG31pjzS+EG6Bbfm00kf8euvvxISEkJKSgqxsbGFxwYGBvLtt98yePDgChgVy5eTk8PVq1c5f/58uW1r1aqFv7+/zAAWogJlXYkhevVmkg+HYeVoT5iSx5dLQIM9CiXP6PXxc2LF9hfQajWoqsqRA1Es+/Mom9eGk59voGO3Wgwc1pQOXWpiZSWThW4k+UBUdVIANoMkBFGa0NBQ/vrrLz755BOg4AJsDVsvnLS2pBuyiciO59obrXfv3nz88ce0aNGCnHQ9O79eyKHf1+NZJ5Aub42kVrcWKIpCTFoCV1Pj+GzFDJ6rOxAVihSBjaqKAvx8ZhnvDBiPv4s3vs6eqKrKlqO7SLwSi7O1A5H5CTzSsQ/eLh53e1gslsFoYE/EEWLTE/Bx8qR9jeZoNebN6LG0fGBp8QjLsXz5uxw4sJxq1cp/IMjly3patOjH4MHT7kJkRYWfjGXz2tPMmbnXpPa123vz3TdD8fZyKr/xfcbS8oGlxSPurvD1+9j8wa+kxyQWbnPy9aDH5KeKLIWVFp3IgTmrOLVxH9Wf7YathxM1vAOp3arordJHTx5n/+nDJs8AblOvBU0bNC5xf4o+jbWndrD8+Ca2nt1LvtFAq6DGKGFprP9hcbH21y6g/f333/dFETgnJ4f4+HhOnz5dbtt69erh5eUlBWAh7oDsuATCF20gbOcpvjlY/gzeZ8a1o0efeoQ0uL6UYHpaNutWnGT5omOcPhGLh6cDPfqE0KtffZq0CJAlIpB8IKo+KQCbQRKCKE3Xrl3Zvn27ye0dHR3ZtGkTbdsWfPGJPnaebZ/N4/K+EwS2qkeXt0YS2KoeACvDtjBz/VxGh/TH09a1sI+E7BTmhq9k3EOj6d+oe7FzZGbrWb57HS55dmQbcsiyNTCoQx8cbO/vp8KuDNvCuyu/5Grq9QeW+Lt482n/N0scx9JYWj6wtHiE5XjttXZYW6dQu3b5XxjOncvg8uVshg79kiFDhpT6AMo7xWAw0v+BH4mLTYeSPp0o4O3jSK2Hfdi74AIaVeHRp1vwwthOODqVXXS4n1haPrC0eMTdE75+H8vGf1X8/fxvahk4441iz0PISddzdPE2YvJTsQvyIP1ABLXq1aF+nw7oHGzJyckhU5/J5t3bcdE5lnqHVGpuOj06dMXB3qHcoiRAalY6a05uZ3XYVha+9D2G9JLXvFUUhcDAQCIiIqr8chA3LgGhqmqpd5Bc2y5LQAhx5zz92O+cORJJjqH8vKNipEmrQP7vzydK3H86LIY1y0+wac1p4mIy8PF1omffevTsV58GjX0xGgtmDifEZeDp7Ujz1oFotVV/trDkA1HVSQHYDJIQRGlungFcllGjRrF//37OnDnDk08+ydSpUwkODkZVVSJ2HGX7l/OJO3mRml2b027sIwS2rs+qE1uZuPIrXDQOuOmcSM5NJ82o5+P+r5dbtLyaGMvG/Vvx1bqRkZ9Ftp2R/m174mx//82aWxm2hafmTQAVAuNtcczWkmFr4IpXNqoCv46aZnIR2NLygaXFIyzH/v3bWLt2Nn5+5c/gunxZj42NA7//fprAwNZ89tlntGnT5i5Eed2W9eFMGL+s4A83fkK5YW277g+FsOdcBFM+XUvSP+nodFpGPt2aJ59ti7OL7V2N1xJZWj6wtHjE3WE0GPnxgfFFZv4WoRTMBH5h+4zC5SBulJ+Xz+Ftu0lTckk5eokrf+2h9gMtaDK0K4Gt67Pm0BZ0ycZS75DKddPQt1UPs2Iu9nlOAatARxRHa9SMPPKjMgrz0tvvvsPwYY/RrFkzs85xL4lMiCY2JZ5jEScJwqPUsY4kkSY1GuDj6kWQp1+ZfVpaPrC0eIQozZtz/mTr5jCUveVf0FfbZdCleyO+fvaxMtsZjSpHD0WxYdUpNq8NJylRj7OrLXk5BrKy8grbefs68ebkHnR/KOS2X8edYjAYb7toLflAVHVSADaDJARRlmtrAF+5coWS3lY3zhgB+OWXX5g8eTJJSUmMGTOGiRMnEhgYiGo0cmrVbvbMXErC2Uj8mtSizXMDqPVgS/ZFHrvlZQtORZ1lz7EDBFh5kJ6vJ1OXx0OtuuHr6lVhY2DJDEYDTT/vj+OJDHqEeuKcZVW4L80un83NEshs6ETo2ytMGldLyweWFo+wLHl5uUyf3hZnZ02pM7jS0owMGjSNo0f/j8TEM0RGGli+PIIaNR5g6tQP7mqRY8v6cL78YHORp1v7+DnxxntFv3zkGvL5vz37+WP2AbL2ZqOztmLoyOYMG9WCgCDXuxavpbG0fGBp8Yg7LyMumXObD7J+0s/ltn3oo+eo3aMVjt5uJe5PSEjg+PHjGHLyiF11hKi1h3Ct5kNI77bENrZDo2pws7l+UTs5Jw17Hxezi79Q9I4u67qu2PcIQuOsK9xvTMtFvzmSvDMp2D9cHfdAb14b/gIda7akqX89bK0r/04EVVVJTk4mNzcXnU6Hm5vbLd/N8dnGWUzbXPB32MarIU+VcDfar+Er2R9/AoAJPZ7jnZ5jy+zT0vKBpcUjRGm6T3yNNBtrlOWeqKkqCip13PJx0amk5iqcTbZCRUFxUQjsdgX7OtUZ0LU7fWrUw9mm/Ivj+flG5szYzU/f7Sq1zeczBtKjt+UVgQs+N24iLiajcJu3ryNvTn7QrKK15ANR1UkB2AySEER5lixZwtChQwGKFIFLWzMuMzOTGTNm8Pnnn5OWlsawYcN47bXXaNWqFaqqcmF7KAdmr+TSnjCcA7xo8mg3Gg3ugkvArRdtL8RcYmfoXjwVJzSKhsT8NAK9A2hcox7u7u53/Zbvu+H41XCWH9/Mqt8XMnBPwVpYNz44Qf13Os+y9rH0e2I4jzTuQWP/sj8sWFo+sLR4hOVZsOAT0tIK1rS88X1+LVc5Ow9hxIiJqKqRS5d2cPjwHBISTpKSYmDz5mi02gaMH/8Gffr0QWPCE6xvlzkzOeL0GczcuYtNC0+ReyAXNVulfZeaDH+yJe0610CjUSpkZsjdUBVnsFhaPOLO2/LJbxz4ZZXJ7Vs/24/uE58sdX9ubi7h4eHExsZir7Uh9Z8znF2xm6ykdBwDPLAZVB+7Wt4EBAfRqWFbrLRWpfZVlmszgL/4eyYOA2sCJefLzGUXULQKtk28sa3uQp5iQKe1prF/CK2qNaZVtUa0DmpMkJvfXf1cFRcXR3h4ODk5OYXbbGxsCAkJwdvb2+z+YtISWH9qB68tLZgRrVEVHlBC8LJyJj4/jR1qOEalYEy+GTSRh+o/gK9z2Q8RtbR8YGnxCFGaHQf38+vGtZzP9qDu+mSGhehxt73+fTMpW2FRuD1nHnLjgajjDLRyI9bemnAvBxwb1aVz+46EeHqXmpMKl+GKSS+1uKzRKPQe0IA2HYNp3b4aPn7mv2cMqpGw+BgSs/V42NrTyMsXrXLrn8e2rA9nwrhlpe6fNnOgyUVgyQeiqpMCsBkkIQhTLFmyhFdeeYWoqKjCbUFBQUyfPr3UB4akpaUxZ84cvvvuOyIiIujUqRMvv/wy/fv3x9bWlpiwCxyet57Tq3eTl5VLcMfGNB7Sldo9WqFzuLXbnc9EnCPi/AW0XP8H14ARvyB/moQ0KuPIu6siHtjWb9bz7LlwmBdWV8MpS1viU3NVVNLtDPzY9zLta7Zg1difyuzT0vKBpcUjLNOCBZ8QFfUXLi7X30OpqQYCAx9lxIiJxdrHxYVx/PifnD+/gfx8A6GhSURF2dG371hGjnwCN7eCGXtGo4GYmCPo9QnY23vi69scjZnv04pwMTWJOYcPsG3NGfL35ZJ7JR9vPyfqN/Ll+OErJCXqC9veysyQO62qzmCxtHjEnbflk7kc+GW1ye1bP9uX7hNHl9suPj6e8PBwsrOz8ffzxyYlj/MbDnB2wwEy4pLROdoR3KExNTo3pcYDTXEJNL/omZuXi9/rbTHal37HhEZv5OAbS/jxhx+ZPecXUq2yqNOxMYEtapKozeRi8hUAvB09aBZYn0Z+dWjkF0IjvzrU9AhCo9GQn5/Pjh07SElJwdXVlQceeAArq1srXENB8ffosWNw01q9qqqCotC0SROzi8AxaQnMP7SCj9bPpG6Ufal3UJ0J1DPpoXGMbDlACsBC3EG5+Xm88fXnjD5fsBzNjSlKVQEF5tZ0ZMozY1n9w2wSjoTRzNMXV401eisNkd5OODUKoXnbNgQGBhYee+ODeJt75ZZaXD4Sr8PN057khILPU34BzjRq5k/j5v40buZPSAMfdDal57GdURHMOLyLmJOpqOkqipOCbwMXxrfoSOfAGmaNRUJcBnHRaYwbs4iMpJxSi9ZO7jbMmD0Mbz9nPL3LXj5D8oGo6qQAbAZJCMJUBoOBnTt3Eh0djZ+fH507dzbpQSEGg4EVK1bwzTffsHPnTlxcXBg2bBijRo2ibZu2rJ61gLP/HCYzKhG72FysbXTUeKApdXu1oc6DrbB1KX9NKCjnSwKQmJuGwV6hbUhzavub/o9xRRRrb7QybAsTl3+J5nxa4Xq9xlrOfPKIeQ9sO3DsIGsWL8F23rmCDYqCYx1frF3syUvVk3E25t9PTZA9qjYPDxlM6yatyuzT0vKBpcUjLFdeXi4bN/5GQsJlPD2r0bPnk1hb68o8JisrifDwlRw7tpjs7KtkZuYTGpqGrW09unbtgMGwC70+vrC9g4M3HTq8SY0apr9PK9KltGQWhx9j7c5TZGzMJO9MfqltzZkZcrOKnFVclWewWFo84s7LiEsmLTqRxc99jj4xtdR29p4uDPnpbZz9PEpdAuJmRqORyMhIIiIiMBqN+Pn5US0oiNTzMUTsCCVi51Guhp5FNRhxC/YjsHU9AlvVI6hVfVyr+5Q5I/fmGa8KCvXdahQ+f+FUckThXUPXZry62TixYsUKZs+ezcaNG9HpdHR7+EGa9WyLVYAjZxIvEhZ9hui0ghzpoLOji7YR/ep1wdPjerE0KSkJW1tbBgwYYNI43EhVVTZu3YxiKPlBbUZVBa1Cz249zJqRfG0JiLpR9uXeQXUmUC9LQAhxh6lGI7tfnYJNTl4J01kKlijPsbGmw/SpKBoNRqOR7du2sXLu7yhJ6XQIqE6wag1AqoMNarA/AY0b8Nvs0xwMjaO6k5GxTTKBEorLwKxjDlxK11K3oS+Dn+3I8cNXOXbkCqfDYsnJycdap6VeQx8aNfUjpIEPdep7U6OWBzobK3ZGRTDp59XoV+pRU2+4U9ZFwb6/PR8919esIvA3n2zhj18OAJRbtAZ4/NnWvDax7M+lkg9EVScFYDNIQhB30+nTp5k3bx7z5s3DMT6fAZ7NcLGyL9yfbszBqUU1AjSuXDkcjqLV4N+sDsEdGxPcsQl+TWujtS56BTYnJ4fs7Gz2HtyPxkipXxJyDLlYaTRYa6xJyElBr82jml8gbes2x8mu5CLzyrAt/HfZV9TOcCu8NfCcYzIfD3zDrGLtjf19/Nn79DjqhX9gYGGx9mpUFJubxvPfd943ud8tn/zGvl9WokHBtXkwQcM6oHO//jpykzKIXLSblCMXMaLS9tn+Zd6KCpaXDywtHlF1JSWd4+jRxYSHr0GjySy8cHTzxSRFUejZc9otF4Fv9ULajRL1mQzs8hNZSbmltnFw1bF47XPlzgq52Zb14Xz54Qa0Vhexd8xGn2GLIT+YN9/rZXZB2WAw0rX112SlGlAUFd/A+MI+Y6K8UFUFexctWw+8blKB2dLygaXFI+6e8PX7WDb+q4I/lPBQx4Ez3iDkoba31HdeXh5RUVFERkaSm5uLp6cn/v7+eHp6kpuRxaU9YVzeE0bUwdPEnb4MqoqDpwv+zevi26gmPg1r4NOoJo5eroV9Tlr1DTP/+QMwbc3bcZ0e56N+rxXuj4yM5O+//+avv/5iz549WFtb06lTJ3r37k27rh0wuFmxfcNWOtYtuMh8Y940Go0oisKK0E3Ual2fOl7B1PKsRjU3f+x1pd/tlZ6eztXoq0Rejix3zIKqBeHv54+Tk2kPAo5JS+BKUgzL+k3BIUtT6h1UGfZGBq2cSoC7r8wAFuIO0UdeJenQcWLXbi23rU+fbri3bIx9kH/htuTkZJYvX86qZcshP5/WwbVpaO2In77gYW+nk7R42xtxs1Ep6TqRqkJyjkKcXkPjPq1p8szAwn15uQbOnI7j+JGrhIUW/Iq6nAKA1kpD9VpuJDbLIfXPjFJn6vo948Gyic+YvBzE5MmrWbfxJE3V7HKL1kcVW3r3bMAHH/Qts0/JB6KqkwKwGSQhiMrw6/vTifmtYDH+kmbrKr1q8fyk17m04ygR/xzl0p4T5KRlonO0w79ZnSK/zkRfJPZKNBoT/mE1qkayrQ3EZybhojjgqnPEYDQQl5uMwRr8PH1pWqMBPm5erDqxlaXzFzK4+cPYul0vomQnZ7DkyBoGjRxucrE2Ji2Bq6lxvDP1LQanNKRaCcXay4t2s8T1BJ9N+QJ/F+9yv2ysmDiTEwu34t6iBjXH9ix1LC/M2kjS4QgaDu/GgE/GldmnpeUDS4tHVH0GQz6//NIdVc0s9TZpg8GGxx9fhYuLu1l9L1myhFdffQU7uxRcXKxJTc0jK8uV6dO/LXUpnZuFn4xl45rT/PrDXoBSC6vXBAS50P6BmjRrFUiDxr4EVndDoyl5ptyW9eHMnP49HXqE4uicVbg9I82O3ZubMe7V/5hcBD5x/DxrVx1j4ewzBNeNKrXPi2cCGT6mLn36NaFh41pl9mlp+cDS4hF3V/j6fWz+4FfSYxILtzn5edDjvaduufh7o7zcPI5t2M2VsxEYdBrcG1bD28cHLy8v3N3d0Wg0ZKdlcuXwGaIOnuLqkbPEnrxITlpBwcDR2w2fhjXwbhDMlvTj/Ba3mbo1Q3ijySjgpiKtqqIAXx2bx/74E8UKwDeKjIxk+fLlrFu3jq1bt6LX6/H29mb69Ol4enqWnDeNRhKSEnnnxI+k52UWbvd29KCauz/V3Pyo7hZAkJsf1d39qebmz+XwCC7GRxHk6FPuWEVmxFLTK4guHR8waWzPHz/NsVU7OTN7Y7lt647pSZN+nanVuF6Z7SwtH1haPEKUJvzLWWScjTC5vWOdGoS8WfKM/OTkZFatWsXaDes5EXmZdo0a08DFi04J2eX2e/aBJrTo1IG61YPLbJeZkcO58Hj+2XWB/ZGXObn5Ks10OaXO1A3NteGRV5vSs1EIrZtVL/Uz2DXPL1rI6SOxvHc1ptyi9Yf+vtRr7sNPw4aX2afkA1HVWXwBOCMjg0mTJrFo0SKSkpKoV68e77zzDsOHl/3mhYLb3CdMmMCqVavQ6/U0bdqUjz76iB49zH8qMEhCEHdXdHQ0kZcvs2L4xzgqNqUWWFINWUyP3USr1q3p2LEjTZs0JdjBCzUqleij57h65Cz6pDQAbBr5kdbBnQ4tO5Z7/sUXtlDNP4h3+72I0WjkROQZwi6eJjM9A1eNA666gtkjqbnpbPhnA0O7FRRlSiqsLtmxgu+nTjdpOYjPNs7ii00/MymyK42efqjUPsP+bz0fBW3jrQfLv93w/Qn/Zea3/2PO73OxcXMsdSxzkjJ45snRjHvlJd6f9nGZfVpaPrC0eETVFhFxglOn1hEVtaDctrm5BlJSNGi1fnh51adevY40b94NBweXEtsvWbKEjz4aw7Bhgbi7X1+aIikpl0WLopg0abZJReAnHp1LeFQcxjhjuYVVjbcGJQvsnXSkXy348uPgqCOkoQ/1GvpQr6EvtUO8qBbshrVOy1PDXqdTr3+Akmeb7NrYif/782uTZusOGfAx569mUtsrnZ4D95Ta58Zl7TkX70QtfwcWr/hvmX1aWj6wtHjE3Wc0GIk6cIqMuGQcvd0IbF0fTQU8hLGk4rKtpzPBIzrj0CgArVaLp6cn7u7uuLq6Ym9vj6IoBZ+fouKJPXGB2LAIYk5EEHfqIjk5OWhd7fB/vSduts6lfl5Izk2nWu0aBHj4EuTpV26cOTk5LF++nN27d9OvX79y20dGRtKsfSuydHlcTr7KpeSrXE6O5nLSFS4nR3MlNRajagSguqMfIU7VGNNwULn9zj6xFBtne+Y+/UW5bQGm9HqG9FNX8NGVnK9vFJubilP9AKZumFNmO0vLB5YWjxClud0ZwKUxGAw8u+x3HI+f5+novHLb79fmUtfWkYDq1bD38sTGyx2dpzs2Xh7YeLqjtbUp0v6pV+dx6kQ0TdLLn6l7zMkWwwUj1jotPr5O+AW44BvgjF+AM/4BLvj6O+Pp44inlyOffDSFuEuXedGlWrkx/5B6Ge/q1fjk88/KbCf5QFR1t/6kgbtk8ODBHDhwgM8++4y6desyf/58RowYgdFoZOTIkaUel5OTQ48ePUhJSeHbb7/F29ubGTNm0Lt3bzZt2kSXLl3u4qsQwnyzPpnO5t+W0s+zWaltFEXB1cqeVjbVyItJY/78+Xz++ecA2NnZ0aRJExo1aUhtn4b4aJzId1AwVCt7rc9rajsF4JJXsOSERqOhcfV6NK5eMKvDaDQSERfJmh3rORl1hv7Nixdqr/1ZVVX6NunOuC/foGujjgzo3hcHW3tK08OnJYna04QM7FRmnyEDO/FMqIEePi3LfS39hg1C62SLrXvptzwqioKthxMvTXqLPn36lNunEPezpUvfJy3tJP7+duW2TUjIxcbGBrhKfn40J09u5eTJj0hPV8nPd0Cn88bNLZiAgPoEBzdk5sy3GDu2+Bpwbm7WjB1bgx9+eJtHHnmk3OUgrB7Sojuuw/fMucLC6o0cnLLoOXAPG5e1J6Zubdzq2uNfx50LVxPIu5IP0UYuxiYTviqO+XMOXj/OUcMjTxwCKDbbRFEKvsg0a3eImV9vpVffRoQ0KHtWnpWvF6Qn06FHaJl9dugRyrnVbbHyDS6zPyEskUaroVq7hhXaZ+HyEjdNZclOTOP096vp/eV4nJoEkZCQwKlTpwCwtrbG1dUVZ2dnHB0dqdalKXUfalv4WePk8TCuxsaUeV5FUXC3cSYjMpHjm08RnpCDg5drwS9PVxz//X97d2c0VgV5ysbGhtTUVGqUM2PumrSUVP6YPZeMjAxq165NSO3aPFyvPTVr1sTBwYE8Qz5XUmK4nBzNyiVLOLX2ALl+GVi7OZRatM5LziR6ZShZ9R3okfkkHg6ueDq44W7viqejGx4OrrjZueBs64iLnRPOto7kYyDdkI0P5ReA0w3ZmLawhBDiVtgH+WMX4EvS3sPkJZe+trq1mwsBA3qiaEy7yKbVarE7Es654yfAt0G57U9Y5ZHjYceV+Kt4XLqEe3Y+OsMNidjBDp27K7ZuruhcnWmmv8KV7GSGhRTkptI+5wwL0XPwhJ6AJgE8Mag9MVfSiL6ayvkzCezaer7Ig3wB3mipRZ+rwYT0RPtsDX5pxvIbClHFWXQBeM2aNWzcuLGw6AvQrVs3Ll26xFtvvcVjjz1W6hfAX375hbCwMHbv3k379u0Lj23atCkTJkxg3759d+11CHErql/V0MgxsPyGQCPHQNo0acvTiz8lMTGRo0ePEhoaypEjRzh67Bh/n11Mamoqj4Z0xsnDifqvBJT7JeHk92tooPfkf5/sxMHbreALjbcbTt5uOHi7Ye/hTNSivTi52mDbpPS1MxVFwdbNCd8Tjnjp3Njzz270+dmk5+vJUfNAq6DT6dDpdNjZ2nFh7QEcYo1Fln0oqU+duyN2UXns+L+ltP6m7Ae2Xbp0CX//8q+AA/j7+3Pp0iVatSq7TyHuZ02aNGX16qMmFYBTU/Po23cEDz44iZSUeA4d2sjZswfJzDxDTk4ctrZn0ekuEBGxjXXr0nnwQQeg9Is/PXrY8dln/2HgwMcICWmPlZVNSafF9uIJIs/tZ3DP3H+PL7q/sLD6YCjfbjlJY6c2/DD+ObLz8zmXksCZpHjOpyZyOS2FizGJZETnoNsUiaP2QpGZxDdTFHB0zmL98p/YuaU+/Qb1wc3dHjePf3+52+Piaou9gw5FUXAOuUzDwCsm9dmw2xXsHUpfC1SI+8G1B8xteG92seIvULhtx6fzGPLT2zQIroOtuxOpqamkpKSQkpLCpUuXyM8veDikVqvFwcEBOzs79Ho9qtFoUuFENRrJz8snencYmQkpZCWnF22gKNi7O+Pg5YqdqyPWdVzRWZlWgNBlGrHRWrN53z7++OMPMjIyCve5uLgQEBCAv78/AQEBOG+PISjXQOSi3dQc27NwDfbCOP+dXhe5aDcNTumwSbCFbiEkZiQTkRjFocgwEjJTSNYXLyg51Nei0WXgedwJF61dmXej6QcE4dStJfMPrsTBxg57nR2OOnvsdXbY62xx0NnjoLMj31D6QzmFEGVTNBqChvXnwqx5pbYJGtbf5OLvNe6ZuazdsZvkxxvimqeW+oC5FGuFNfMXEdC8MWqAN6mKEcXNBR8fH/wdnPBStXjo83DJycD5Sgqu5/NpruSht4vH3dar9NelgLutSjf7KPx1CfSo2QZNAw+0tv5o7WzR2tmSr2iJT8klOSWXxMQsosNOE3+49M9ONwqNs2ddlDvfd5yBi6sdzi52OLva4uhkg4ODDnsHHfaOOjSa8mdAC3Evs+gC8NKlS3F0dOTRRx8tsv3pp59m5MiR7Nu3jw4dOpR6bEhISGHxF8DKyopRo0YxceJErly5QkBAwB2NX4jb0frlwcTosmD/1XLbVnugCa1fKLgl2sPDg+7du9O9+/U1d1VVJTExkU8fGYf+YrxJXxJ0F/WcNEYQp83CI8UJlwgHHBUdtqoW61xQVGj3ej/Coy+Y9Hrs8q1Iv5JAamw8qr0Vip01OlsdWp01ujwN9vnWWOcqNOzYhpPKYZP69KxdjeqN6vDH5sVotVq0Gg1arRYrrRVWVtZYW1mhs7LGwc8FK0cTZz7Xrk1QUJBJbYW4X9WqNYgaNYwkJf2Nm5t16bdJJ+dRo8YoatUquDXZ1dWLHj1G0qNH0Tt4UlNT+OqrRzEa04os+3AzRVFwd9dx6tRmdu06wK5dkJ+vkpenYDBoUFVrwBrQ4akk0dkjAUfH0tcIVxRwdMqikXIO5zw3Ll4MxcbGAX8bO2oE+KGtVg2NxgpF0ZCSm8ccq6Fciip7TbprfOqn4O2wlxnfOmDILqHoo4CNvRW9hxzGyyfOpD47e59FozWwc8s5bG2tsbG1wsbWCisrDVbWWqyttVhZacjK1pffmRD3qP2zV3Lgl1XlttMnpPL74Im0frYf3Sc+iYeHBx4eHsC/yz7l5JCRkUFGRgaZmZlkZ2eTlaknKyoJ+2plP1sAIO9SMtXbNqTl0B5YWVmhqAp5GVnkpGaSnZJBdlIa+sQ0shJSyUpKJ2XPefTJ6eTWrVnuRXj9ijA8jCrP6lph3bITio2WfEUl15hPjiEPfX4Omal60qNjSTHoyc7LJuXIRS7M2ljsQbd5yZmFD7qN02Shs9bh8PsJ3BwcCHB0wt7RFwdHB+w8HcBGi1GnYLCGPCsj+Voj2a3zWH3wJ4bYNy31c+OarBOk+QSz+dg8co+UXUBRcwzljq0QonRuLRpRc+woIhetLDIT2NrNhaBh/XFr0cjsPp9s3YlHMrRMjwjj9cCGqFCkCHztWtv/RYSxcNBoXLq1J2RkwWe7lJQUzp8/z/nz57l49QqXM9M4mJFGcm42GYrKKxoXarmY9tmprY8tNV09uPT7kjLbuWg1OFprCfZ3JD4hCQ97BzSlPNw8ISuTvv07kWfQkJ1jJCvHiF6fSaY+FX2KgYQsA/qsfPRZ+SSnZ5RwNiGqDosuAIeFhVG/fn2srIqG2aRJk8L9pRWAw8LC6Ny5c7Ht1449ceJEqQXg6OhooqOji22/8eq7EHfa31tX88HCb3m7Wt9yZ118vvBbckJcadSldYl9KYqCp6cnmmb+7D26l+AjXuV+Sdibeh7flnXp2LMXycnJJCUlcSk5meTkBDLSM8jNzCLw93jqV6sFXct/PTnnEjm2ZTVZUUnoNFboFCusb1oTWGNjhWNtX7KCSp7RdzONvQ5tnoprkhaNtRaNzgqtzvrfvUYglzxysQKstHbk5ORgbW2NpoSr4kajkdzcXFSjkbPhZwg/eQrVaMRoMKIajaiqWvDLWPB7ZmZmsT7uBslPwhLMnfsXU6dOpXlzV8aOrVlqUWDRokiOHJlCUpKR998v/fZvFxdX8vJqcOHCCerXL3/NtZiYLPR6b0JCGpOVlUpOTjq5uZkYDFlABhpNPgEBGrRaB5NeT+tW7vj7X2TDhjFltnOzh6te5ReGADReWhxdMxjy4kpURYOqagAF1ahBVZWCB9CpChry0efY4mhX/oNX0pId0GekcvHM6wUb1BsmQN7wQLvsnMqZwSL5Sdwd5j6+pHh7RVGwtbXF1tYWT8/r7+n5I6YQefA0jT8eUW6RNiUiGqsAF+Izkks+rRvg5oxS2xl7oM7DDUg9GWXSRXj/Ps1xrR+IjYMdquHfzyJFfjeA0YjRqKIajOTl5nP4y79Rj0SQEnoJxzq+WLvYk5eqJ+NsDKpqJN2Qw6Pjniq4e/LfzzSFw6OqkAtqzo1jde2zko707l2Zt3wN/T2b4Wp1fRmvVEMWKxNC6TGgN62smhb5Zqle+68CoBSmqCxdFi8SWvKY3UGSn0RV4taiEa7NGpBxNoK81HSsXZxwrFPD7Jm/19Ts24O8Tm3ov3YNHy9ZzPg6zXHLu54PUqwVZpw9wrDBQ2jU52GsXa4v+OLq6krLli1p2bLkZfn0kVeJ2X2I5C27yo3jkp8zK+1yibQGK40WnUaLraJgq2iw01hhr9Vir2ixUzTYqwrWRpWsxGx64YBRVYsUgY3/5rhL+nTqXQ3H2WDEyqiivfayrs0ZuGHtmozcHJYcMXnYhLjnWHQBODExkZo1axbb7u7uXri/rGOvtTP32FmzZjF16lRzwxWiQo0dO5YBAwawefbfGNadLfWLgnvfJhwc8wF+fuU/hOT1SW/z6JMjWDH847K/JBhzmLX5L4KqVSu339ycXDasWI2NaxkPV0vOoPUTvTGqKrm5uYW/crKzydVnk5uVQ252Dvl5+VxOTiUtOY5aCUm4eLiVXvhOTOb4yn84Y2WFldYK1aj++2XICIqCxurforCVFq21FVqNBq9agTTs0Q6j0VikCGw0GlEUhStHw0mNSUSj1aDRaFG0ChqtBkXRoCgKikYBRUFRFLLzcssd7ztB8pOwBNfy05YtW5g162OGDQsqMnM3OTmPRYuiGDnyv8ye3d2k/PTQQyFUr37IpPN36eJNvXqD6Nr1jVLbJCSEc+7cBo4dm1tuf7Vrd0Knqw44kpeXTX5+Dnl5ueTnX/9lNOaTmp9Llo0tmfl67LX6Up84rTfYk2/tQUo8WBsMwL8XkFQjYPg3f//7xGoFshQrbHUKWk3pT7E2qgpZ1lYobgZ06r+3PP5bUVHVf5fMuPalJrtybrGW/CTuhjZjBuBew5/1k34ut+1DHz1H7R6mL+nU472nOb12D6dNKNLWa9+cesH18K5fHYPBQH5+PgaDAeO/n0Vu/H+j0Yg+JR29oxtRv+8s8yJ81qVEWr06GGt7W6xsdYUXoG88/83xqKpKxKkz5K8NR1WNZJyJLtbGuVd9anQumMV7rQB8/f9BVa9d9FYLY1aNRoyqkV4NgrAP8GDW//2MU6YGJ60t6YZs0u2NPPvc07Rr3aawn4J8V3jygrR0Q5yarMq5Q0Hyk6hqFI0Gp5BaFdKXtYsz1i7OjBj7HDZeHjz76mvUCAzEx9Wd2JQkLl65wtfffG3SQ3hvZh/kT41HfYnfdQBNdk6pM3WNdja89c0nJRaxVVUlLy+PnJwcsrOzycnJISs7m8zsLNJ76jmwdA01IxPxsr+eUxOyMtnnrMWqf2e2Gg3kG43k//u70WAomOBjMBbkJ4MBjCq5ermDSlRtinrzJwkLUrduXWrVqsXatWuLbI+Ojsbf359PP/2Ud955p8RjdTodzz77LD/88EOR7Xv27KFDhw4sWLCA4cOHl3hsWVeIu3TpIk+FFHfdb1O/5czcLTgp12fGpqs51B3dnSenvHJL/V2de+0J9sW/2PiP7mRWv4v+Nwe3ekGl9pd8OpJhLz1jVowrVqzAzs6uYPKI5oY+jQWzSbKyshgwYIBZfQLExcURHh5OTk5O4TYbGxtCQkLw9vY2uZ/Kekqs5CdhaZYsWcKrr76CnV0KLi7WpKbmkZ3txjffTDfri4Jen0BmZhxLl76AqmaWevFHURwYNOhHHBy8sbcvezau0WhgzpwHMRjSSu1Pq3XhmWc2otGU/VC5awyqkXHzJ9EiYwNQ8pOsjzj2YsbIj9Aqps/EiYjYwsaNE0rd37PnNGrU6F7q/htJfhJVndFg5McHxpMem1jyhGAFnHw9eGH7DDRa82bEXetb6+dUrEibm5RB5KLdGGLSb6lvuOHhdYqCY+0bLsKfiwFVZeCMNwh5qK3Z/ULFf168mcFgYOfOnURHR+Pn50fnzp3LfSDnzSQ/CWH5KuK9frPkw2GcnzWv4ELQTTN1FUWh1thRt7R8xTX5eXnsWbKC1OhYXPx8aD94AFbW1uUfeIPKyk9C3C0WXQBu3749BoOB/fv3F9l+4sQJGjVqxKxZs3j++edLPPZaolq0aFGR7atXr6Zfv36sX7+eXr16mRWPJARRmfJy81g7ZxFxF6/gHRxAn2eGYa0z7x+1G1X0l4RF/5uDvY8btu7X76PJTkpHH5tsdvH3mhUrVpCdnV1kNn9iYiJ2dna3VPy9pmBt0mRyc3PR6XS4uZU807gslpYPLC0ecX+pyC8K1wqhJc28UxTFrELonegPYGdUBL9s/4lm+t3Yq9eXg8lUHDhq34FnuzxP58AaZvV5Ldbdu78kM/P6msAODj506PCGWTFaWj6wtHhE1VBYSIWiReB/3+a3U0i9k0Xaa/1v/uBX0mOu35Ho5OdBj/eeuq1+oeI/L1Y0S8sHlhaPEFVZ8uEwIv9cQV5KWuG221m7uKJJPhBVnUUXgJ9//nkWLFhAcnJykXWAFy5cyIgRI9i1a1epawD36tWLyMhITp06VWT7Z599xrvvvsuVK1fw9/c3Kx5JCKKqqegvCbk5uWxYuIz0pFSc3F3oNXwgOhvTHr5Wmvz8fHbs2EFKSgqurq488MADxdYFrwyWlg8sLR4hbkdFFULvVH9QUASeeeQflPTz2Kp6shV7cKrFi8073VLx9xqj0UBMzBH0+gTs7T3x9W1u8uzkaywtH1haPKLquJOF1DvZNxTMNI46cIqMuGQcvd0IbF3/lmYU32ssLR9YWjxCVHWq0VhhaxdXNMkHoqqz6ALw2rVrefjhh1m4cCGPPfZY4fY+ffpw7NgxLl++XOoMox9++IFx48axd+9e2rYt+JCWn59Ps2bNcHR0ZO/evWbHIwlBCHGNpeUDS4tHiNtVEYXQO9kfFCwHERYfQ2K2Hg9bexp5+Zq17MOdYmn5wNLiEVXLnSyk3q9F2jvJ0vKBpcUjhKg8kg9EVVf50+jK0KdPH3r27MmLL75IWloatWvXZsGCBaxbt4558+YVFn+fffZZ5s6dy/nz56levToAzzzzDDNmzODRRx/ls88+w9vbm5kzZxIeHs6mTZsq82UJIYQQohwajRZ/f9Mf3nS3+wPQKhqaept3N5EQomJptBqqtWt4z/UthBBCCHE3WXQBGAoeLvPf//6XyZMnk5SURL169Yo9wM1gMGAwGLhxMrONjQ2bN29mwoQJvPTSS+j1epo1a8batWvp0qVLZbwUIYQQQgghhBBCCCGEuKssegkISyO3BAghrrG0fGBp8QghKo+l5QNLi0cIUXksLR9YWjxCiMoj+UBUdbKIlRBCCCGEEEIIIYQQQlRRFr8EhCW5Nlk6LS2tkiMRQlS2a3nAUm6ikPwkhLhG8pMQwlJJfhJCWCpLy09CVDQpAJshPT0dgKCgoEqORAhhKdLT03FxcansMCQ/CSGKkfwkhLBUkp+EEJbKUvKTEBVN1gA2g9Fo5OrVqzg5OaEoSqntQkND6dKlC9u3b6dZs2Z3L0ALJmNSlIxHcffamKiqSnp6Ov7+/mg0lb+ajuSnWydjUpyMSXH30pjcq/mpstxLf7eVTcbKPDJexUl+Mo/8DJlHxst0MlbFWVp+EqKiyQxgM2g0GgIDA8tt5+joWPi7LB5eQMakKBmP4u7FMbGkK8OSn26djElxMibF3Wtjci/mp8pyr/3dViYZK/PIeJVM8pPp5GfIPDJeppOxKpkl5SchKppc1hBCCCGEEEIIIYQQQogqSgrAQgghhBBCCCGEEEIIUUVJAVgIIYQQQgghhBBCCCGqKCkACyGEEEIIIYQQQgghRBUlBeA7wM/PjylTpuDn51fZoVgMGZOiZDyKkzG5O2Sci5MxKU7GpDgZk6pL/m5NJ2NlHhkvcbvkZ8g8Ml6mk7ES4v6jqKqqVnYQQgghhBBCCCGEEEIIISqezAAWQgghhBBCCCGEEEKIKkoKwEIIIYQQQgghhBBCCFFFSQFYCCGEEEIIIYQQQgghqigpAAshhBBCCCGEEEIIIUQVJQVgIYQQQgghhBBCCCGEqKKkAGxBunbtiq2tLY6Ojjg6OtK9e/fKDsli7NmzB41Gw0cffVTZoVS64cOH4+Pjg7OzM02aNGHVqlWVHVKlysnJ4emnnyYoKAhnZ2fatWvH7t27KzusKkfyU+kkP10n+akoyU/3B8kBppH8YDrJHaKiSH4yjeQn00l+EuLeJQVgCzN79mwyMjLIyMhgy5YtlR2ORTAajbz66qu0adOmskOxCO+99x6RkZGkpaUxe/ZsHn/8cRITEys7rEqTn59PjRo12LVrFykpKbz44osMGDAAvV5f2aFVOZKfipP8VJTkp6IkP1V9kgNMJ/nBdJI7REWQ/GQ6yU+mk/wkxL1LCsDC4s2aNYuOHTtSr169yg7FIjRs2BCdTgeAlZUVubm5XLlypZKjqjwODg5MnjyZatWqodFoGD16NEajkbNnz1Z2aOI+IPmpKMlPRUl+qvokB5hO8oPpJHeIiiD5yXSSn0wn+UmIe5cUgG+Snp7OhAkT6NWrF15eXiiKwvvvv19i24yMDF599VX8/f2xtbWlWbNmLFy48LbO/9prr+Hl5UWPHj0IDQ29rb4qSmWOSWJiIt9++y1Tpky55T7uhMr+OXn88cextbWlZcuWdO/encaNG99WfxWhssfkmtOnT5OVlUWtWrUqpD9LUtljLPmpKMlPJZP8VLqqnJ8qi+QA81T2e8ES80NZKnu8rpHccW+S/GSeyn6/SX66NZKfhLh3SAH4JomJifz000/k5OQwcODAMtsOHjyYuXPnMmXKFNauXUvr1q0ZMWIE8+fPv6VzT5s2jYiICC5fvkzfvn3p3bs3qampt9RXRarMMXn33Xd5/fXXcXFxuaXj75TKHBOAP/74g4yMDNavX0+vXr1QFOWW+6oolT0mAHq9nieeeIJJkybh6Oh4W31ZIslPxUl+Kq6y34uSn0pW1fNTZZEcYJ7Kfi9YYn4oS2WPF0juuJdJfjJPZb/fJD+ZT/KTEPcYVRRhNBpVo9GoqqqqxsfHq4A6ZcqUYu1Wr16tAur8+fOLbO/Zs6fq7++v5ufnF27r3r27amNjU+KvSZMmlRpLw4YN1TVr1lTMC7sNlTUmBw8eVFu2bKkaDAZVVVV19OjR6ocffniHXqV5LOnnpG/fvurq1asr5oXdhsoek9zcXLVv377qk08+WRhHVVPZY3wjyU+SnyQ/SX6yBJIDzFPZ74UbWUp+KEtlj5fkjnub5CfzVPb77UaSnyQ/CVEVWd2dMvO9w9QrfUuXLsXR0ZFHH320yPann36akSNHsm/fPjp06ADA5s2bbykWjUaDqqq3dGxFqqwx2blzJydPnsTb2xsouHVFq9Vy5swZfvvtNzNfRcWypJ8Tg8HAuXPnbunYilSZY2I0GnnyySfRarX88ssvFn/F/lZZ0s+d5CfJT6aQ/HT/5KfKIjnAPJIfzCO5Q9wOyU/mkfxkHslPQghzyRIQtygsLIz69etjZVW0ht6kSZPC/eZISUlh48aN5OTkkJuby3fffUdMTAzt27evsJjvtIoekzFjxnDmzBlCQ0MJDQ1lwIABjB8/nm+++abCYr7TKnpMYmJiWLx4MZmZmeTn57No0SK2bt1Kly5dKizmO62ixwRg7NixREdH8+effxbr934k+ak4yU/FSX4qTvJT1SU5wDySH8wjuUPcDslP5pH8ZB7JT0KIa+TdeosSExOpWbNmse3u7u6F+82Rl5fHu+++y+nTp9HpdDRt2pQ1a9bg5uZWIfHeDRU9Jo6OjkXWErK3t8fZ2RkPD4/bC/QuqugxAZg+fTrPPPMMiqJQp04dFi1aRNOmTW871rulosfk0qVLzJ49G1tbWzw9PQu3r127ls6dO99esPcoyU/FSX4qTvJTcZKfqi7JAeaR/GAeyR3idkh+Mo/kJ/NIfhJCXCMF4NtQ1q0O5t4G4eXlxcGDB283pEpXkWNys19//fW2jq8sFTkmvr6+7Ny583ZDqnQVOSbVq1e3iKUILI3kp+IkPxUn+ak4yU9Vl+QA80h+MI/kDnE7JD+ZR/KTeSQ/CSFAloC4ZR4eHiVeLUtKSgKuX1G7n8iYFCdjUpyMyZ0nY1ycjElxMibFyZhUXfJ3ax4ZL/PIeInbIT8/5pHxMo+MlxDiGikA36LGjRtz6tQp8vPzi2w/fvw4AI0aNaqMsCqVjElxMibFyZjceTLGxcmYFCdjUpyMSdUlf7fmkfEyj4yXuB3y82MeGS/zyHgJIa6RAvAtGjRoEBkZGSxevLjI9rlz5+Lv70/btm0rKbLKI2NSnIxJcTImd56McXEyJsXJmBQnY1J1yd+teWS8zCPjJW6H/PyYR8bLPDJeQohrZA3gEqxdu5bMzEzS09MBOHnyJH///TcADz/8MPb29vTp04eePXvy4osvkpaWRu3atVmwYAHr1q1j3rx5aLXaynwJFU7GpDgZk+JkTO48GePiZEyKkzEpTsak6pK/W/PIeJlHxkvcDvn5MY+Ml3lkvIQQZlFFMdWrV1eBEn9FREQUtktPT1dffvll1dfXV9XpdGqTJk3UBQsWVF7gd5CMSXEyJsXJmNx5MsbFyZgUJ2NSnIxJ1SV/t+aR8TKPjJe4HfLzYx4ZL/PIeAkhzKGoqjzCUQghhBBCCCGEEEIIIaoiWQNYCCGEEEIIIYQQQgghqigpAAshhBBCCCGEEEIIIUQVJQVgIYQQQgghhBBCCCGEqKKkACyEEEIIIYQQQgghhBBVlBSAhRBCCCGEEEIIIYQQooqSArAQQgghhBBCCCGEEEJUUVIAFkIIIYQQQgghhBBCiCpKCsBCCCGEEEIIIYQQQghRRUkBWAghhBBCCCGEEEIIIaooKQALIYQQQgghhBBCCCFEFSUFYCGEEEIIIYQQQgghhKiipAAshBBCCCGEEEIIIYQQVZQUgIUQQgghhBBCCCGEEKKKkgKwEEIIIYQQQgghhBBCVFFSABZCCCGEEEIIIYQQQogqSgrAQgghhBBCCCGEEEIIUUVJAVgIIYQQQgghhBBCCCGqKCkACyGEEEIIIYQQQgghRBUlBWBRJaWkpPDyyy/Tvn17fH19sbGxISAggO7du7N48WJUVS12zNmzZ3n66aepU6cOdnZ2BAQE0LNnT1asWFGs7cWLF1EUpdRfCxcuLNJ+27ZtZbZXFIVatWrdsfEQQtxZ90vOycvLY/HixTz11FPUr18fBwcHnJycaNu2LTNnzsRgMJjdpxDCsk2bNq0wb+zdu7fY/vfff7/UPGNra1tin1lZWXz99de0aNECNzc3XF1dadq0KR9//DGpqanlxvTXX3+Vmv+EEPcXyVFCCGEaq8oOQIg7ISEhgTlz5tCuXTsGDhyIu7s7cXFxrFy5kqFDh/Lcc8/x008/Fbbft28f3bp1Iy8vjwEDBjBkyBDi4uJYsmQJjzzyCO+//z5Tpkwpdp6mTZsycODAYtsbNWpU5M/BwcElHg+wadMmdu3axUMPPXR7L1oIUWnul5xz/vx5hg4dipOTE927d2fAgAGkpqaycuVKxo8fz7p161i+fDmKopjdtxDC8pw6dYrJkyfj4OBAZmZmmW1Hjx5NcHBwkW1WVsW/auTl5dGtWzf27dtHs2bNGD16NIqisHXrViZNmsSCBQvYv38/9vb2JZ4nLi6OcePGmRSTEKJqkxwlhBBmUIWogvLz89W8vLxi29PS0tQGDRqogBoWFla4vU+fPiqgLl++vEj7S5cuqc7OzqqdnZ2anZ1duD0iIkIF1NGjR992rI0aNVIB9dChQ7fdlxCictwvOScqKkqdOXOmmpmZWWR7RkaG2qpVKxVQFy1adNsxCiEqX35+vtq6dWu1TZs26qhRo1RA3bNnT7F2U6ZMUQF169atJvX7559/qoA6ePDgYvsGDhyoAurcuXNLPX7w4MFq9erV1TfeeEMF1AULFpj8moQQVYfkKCGEMI8sASGqJK1WW+IVXScnp8JZb+fOnSvcfuHCBRRFoXfv3kXaV6tWjUaNGpGVlUV6enqFx7lv3z7CwsJo1qwZLVq0qPD+hRB3x/2ScwICAnjxxReLzXpxcHDg9ddfB2D79u0VEqsQonJ9/vnnHD16lDlz5qDVaius3wsXLgDQp0+fYvsefvhhoGAGXUnmz5/PkiVL+Omnn3B0dKywmIQQ9x7JUUIIYR4pAIv7SnZ2Nlu2bEFRFBo0aFC4vWHDhqiqyoYNG4q0j4yMJCwsjMaNG+Pp6Vmsv6tXr/LDDz/w6aefMnfuXKKiosyK55dffgFgzJgxt/BqhBCW7n7KOdbW1kDJt1MKIe4tYWFhTJ06lUmTJtGwYUOTjtm5cyfTpk3jq6++YvXq1eTk5JTY7lp/69atK7Zv7dq1KIpC165di+2LiYnhpZde4plnnqFXr16mvxghRJUjOUoIIcwn39JElZaSksL06dMxGo3ExcWxZs0aIiMjmTJlCnXq1Cls9+GHH/LPP/8wePBgHnnkEWrXrk18fDxLliyhevXqLFq0qMT+N27cyMaNGwv/bGVlxcsvv8wXX3yBRlP29RW9Xs/ChQuxtbXl8ccfr5gXLISoVPdzzpkzZw6AfOkR4h6Xn59f+KDHd955x+TjJk+eXOTPfn5+zJ07l549exbZ3q9fP/r378/ixYtp2bIlXbp0AQoeXnnu3DlmzpxJq1ativU/duxYbG1t+eqrr27hVQkhqgrJUUIIcYsqew0KIe6ka+tmXvtlbW2tfvHFF6rRaCzW9sKFC2rLli2LtHdzc1O//vprNT8/v0jb2NhYdcqUKWpoaKialpamxsXFqStWrFDr16+vAuo777xTbmz/93//pwLqqFGjKuz1CiEq1/2ac2bNmqUCavfu3Su8byHE3TV16lTVysqqyDrho0ePLnV9zaVLl6pz585VL168qGZlZalnz55VP/zwQ9XOzk61tbVVQ0NDix2Tn5+vvvnmm6qiKEVy4BNPPKFGREQUaz937txi66ZfW9dT1tcU4v4iOUoIIW6NFIDFfSE/P1+NiIhQP/30U1Wn06mDBg0q8sCmAwcOqP7+/mrPnj3VQ4cOqZmZmeqFCxfUN998UwXUQYMGmXSe6Oho1cPDQ9XpdGpSUlKZbTt16mTWAwmEEPeO+ynnrFq1SrW2tlarV6+uXr16tUL7FkLcXaGhoaq1tXWxi0plFVdK89NPP6mAOnTo0CLb9Xq9OmDAANXHx0ddsGCBmpCQoCYmJqqLFi1SfX19VU9PT/XcuXOF7a9cuaK6ubmpw4cPL9KPFFeEuP9IjhJCiFsnBWBx35k2bZoKqDNnzlRVVVVzc3PVmjVrqgEBAcWebK+qqvrYY4+pgLplyxaT+n/iiSdUQF2/fn2pbU6fPq0Cau3atUucGSiEqDqqcs5Zt26damNjowYGBqrnz5+vsH6FEJWjadOmar169dTs7Owi22+luJKTk6NaWVmpfn5+Rba/9957xWbKXbN27VoVUJ988snCbY888ojq6empxsfHF2krxRUh7j+So4QQ4tbJQ+DEfefa+pTbtm0D4PTp01y4cIG2bdsWe7I9QPfu3QE4dOiQSf1fe3CTXq8vtc21BzE9++yzKIpicuxCiHtPVc0569atY+DAgXh6erJ161Zq1qxZIf0KISrP0aNHOX36NLa2tiiKUvhr7ty5ALRv3x5FUVi2bFm5fel0OpycnIrlptWrVwPQrVu3Ysd069YNRVGK5L/Q0FASEhLw8vIqEtPUqVMBGDFiBIqiMH369Ft81UKIe4XkKCGEuHXyEDhx37l69Spw/Un1ubm5AMTHx5fY/tp2Gxsbk/rfv38/AMHBwSXuz8/P57fffsPKyorRo0ebHLcQ4t5UFXPOteKvu7s7W7dupXbt2hXSrxCicj377LMlbt+xYwdnz55lwIABeHl5lZpvbnT27FmSk5Np2rRpke035kAnJ6ci+xISElBVtUj+Gz58OAkJCcX6P3z4MEeOHKFbt27UrFmTRo0alRuTEOLeJjlKCCFuQ2VPQRbiTjhy5IiakpJSbHtiYqLarFkzFVB///13VVVVNTs7W3VxcVE1Gk2xW6ivXLmi+vv7q4B67Nixwu379u1Tc3Nzi/X/1VdfqYDaoEGDUm+zXrp0qQqoAwYMuJ2XKISwIPdTzlm7dq1qY2Oj+vr6qqdPn66QPoUQlq2026vT0tLUo0ePFmuflJSkdu7cWQXUzz77rMi+sWPHFt5CfeMDLw0Gg/rMM8+ogPrGG2+UG5PcXi2EuEZylBBClE9mAIsq6ddff2X27Nl069aN6tWr4+DgwKVLl1i9ejUZGRkMGTKEkSNHAgWz7L766ivGjBlDnz596Nu3L/Xr1yc2NpalS5eSlpbG+PHjady4cWH/EyZM4PTp03Tp0oWgoCCysrLYs2cPR44cwc3Njd9//73U26yv3Yo9ZsyYOz8QQoi74n7JOadPn2bgwIHk5OTQtWtXFixYUKxNcHAwTz311G2fSwhh+RITE2natCmtWrWicePGeHt7c+XKFdauXUtiYiI9e/bktddeK3LMf//7X1asWMFvv/3GoUOH6N69O4qisHXrVo4fP05wcDBvv/12Jb0iIURVIjlKCCGukwKwqJKGDh1Kamoqe/fuZceOHej1etzd3enUqRNPPvkkw4cPL1IsefbZZwkODmb69Ons3buXNWvW4ODgQNOmTRkzZgxPPvlkkf5HjRrF4sWL2b17d+EtP9WrV+eVV17hzTffJDAwsMS4rl69ytq1a/Hz8+Phhx++cwMghLir7pecExMTQ05ODgALFy4ssU2XLl2kACzEfcLd3Z3x48ezd+9eVq5cSUpKCg4ODjRu3JhRo0YxZswYtFptkWOCgoI4fPgwn3zyCWvXrmXWrFkoikL16tV5/fXXmThxIh4eHpX0ioQQVYnkKCGEuE5RVVWt7CCEEEIIIYQQQgghhBBCVDxNZQcghBBCCCGEEEIIIYQQ4s6QArAQQgghhBBCCCGEEEJUUbIGsBBCCHEfW7ZsGaGhoeW269q1K127dr3j8QghhBBCCCGEqFhSABZCCCHuY8uWLWPu3LkmtZUCsBBCCCGEEELce+QhcEIIIYQQQgghhBBCCFFFyRrAQgghhBBCCCGEEEIIUUXJEhBmMBqNXL16FScnJxRFqexwhBCVSFVV0tPT8ff3R6Op/Gtpkp+EENdIfhJCWCrJT0IIS2Vp+UmIiiYFYDNcvXqVoKCgyg5DCGFBIiMjCQwMrOwwJD8JIYqR/CSEsFSSn4QQlspS8pMQFU0KwGZwcnICChKCs7NzJUcjhKhMaWlpBAUFFeaFyib5SQhxjeQnIYSlkvwkhLBUlpafhKhoUgA2w7XbgpydneUDghACwGJuF5T8JIS4meQnIYSlkvwkhLBUlpKfhKhosrCJEEIIIYQQQgghhBBCVFFSABZCCCGEEEIIIYQQQogqSpaAEEIIIe4Sg8HIkQNRJMRl4OntSPPWgWi1ci1WCCGEEEIIIcSdIwVgIYQQ4i7Ysj6cLz/YTFxMeuE2b18n3pzcg+4PhVRiZEIIIYQQQgghqjKZdiTEPcJgNPDP+YMsDl3HP+cPYjAaKjskIYSJtqwPZ8L4ZUWKvwBxselMGL+MLevDKykyIYQQQgghhBBVncwAFsJCxaQlEJueAMCOcwf4fufvxGckFe73cnTnP52f4IHarQHwcfLE19mzUmIVQpTOYDDy5QebQS1hpwoo8NWHm+nyYB1ZDkIIIYQQQgghRIWTArAQFurXfYuZtvnnUvfHZyQxZe23hX+e0OM53uk59m6EJoQwUfjJWDavPV1s5m8RKsRGpzNr+k569KlHSAOfuxegEEIIIYQQQogqTwrAQliop9oOoVe9zoyY+2qRmb8383J0Z8Ho6fi7eN/F6IQQpvjqw80c3h9pUts5M/cSevAKPy0YeUvnkgfMCSGEEEIIIYQoiRSAhbBQvs6enIu/WGbxFwpmAutz9bL8gxAW6I33erB57WnmzNxbbttnxrWjR596t3QeecCcqKrkwoYQQgghhBC3TwrAQliwa2sAV1Q7IcTdFdLAh9ohXqxacoK42PSS1wFWwMfXibGvdjarsJUQl0FCXAYH9lzi28+2FdsfF5POhHHLeOWdrrRuXx1Pb0c8vR1v/cUIcRdc+7kGOLDnEr//vJ+kRH3hfncPe554rg2t21cHkJ9rIYQQQgghTCAFYCEsmI+TabN6TW0nhChfRc841Go1vDm5BxPGLwOFokVgpeC3N97rYfY5Fi8I5efvdpXb7lpx+LmXOzL2lU5mnUOIu628n+ukRH2RCx7ycy2EEEIIIUT5pAB8j4hJSzBrlqePk6csCXCPi0lLwF5nj5eje7lrANvr7IlJS5C/cyFu051aSqH7QyFMmzGwWN8+vk688d6t9T1kRDO8vB35ZNL6cttO/OghHuhR2+xzCHG3DRnRjM5da/Lqc4uLzPy9mbunPdN/GoK3n/NdjE4IIYQQQoh7kxSA7xG/7lvMtM0/m9x+Qo/neKfn2DsYkbjTTP07j89I4sEZT8rfuRC3acv68IJZujct0xAXm86E8cuYNmPgbReBuzxYp8JmF3t6O2LvoDOprb2DTm6TF/cET29HLl5IKrP4C5CUoEeflS8/10IIIYQQQphACsD3iKfaDqFPgy4A7Dh3gP/t+I1sxRZra3vy8vTYkcN/Oj/BA7VbA7IkQFVw89/59zt/LzIT2MvRXf7OhagACXEZxEWn8dl7G0peo/ffbZ9N3oCvrxPefs63XHTSajW0alft1oO9QUJcBvrMXJPa6jNzC4vOQli6a2sAV1Q7IYQQQggh7ndSAL5H+DoXLOmwMmwL0/csJ7BmH3S661/kc3MzmL5nOcEeAfRv1P2WzpGbn8eCLRuJTEogyN2TEd17orOyrqiXIMx07e8coGlAPcZ1HsmeiCPEpifg4+RJ+xrN0Wq0lRylEPc+U9fSTUrQ8+Tg3y1mzVFT4wb4ZNJ64uMyLCJuIcoiFzaEEEIIIYSoeFIAvkckZumJ16czefM8atTsWWy/tbUDNWr2ZPLmP6jj1xAveyc87OzL7DM6Opro6GgAFuzZwX7rPHRuLqAFUqOYM2c6bfKsGdH+AQD8/Pzw8/Or8NcmTKPVaOlUq1VlhyFEldO1Zx1SkvT8Ne9IuW0fHdWcrj3r3IWoyjdkRDO69KjNgT2XijwU62avvNOV1u2rS5FM3BPkwoYQQgghhBAVTwrA94jVF04yc98qnD0bAaAoSpH9iqKgqirOng15avkPjGvbjycbll0s/N8vP/P9nNk4165BvTEjscauyH5rF2eOKLDgnddIOxfBf54ZwyeTJlfsCxNCiEq2beNZk4q/AH/NO4Kruz0hDXzucFTl8/R2xNPbkXqNfAmo5lr8AXN+t/6AOSEqi1zYEEIIIYQQouJJAfge0drRg1ZOHoRjU2obRVHQ6RxprLOmtaNHuX0GPPgAbep4k5uaVnh8kf40CqpRpcaQvti4OhNQvd7tvQghhLBAQ0Y0o3PXmrz63OIyHzzl7mnP9J+G4O3nfBejM01FP2BOiMpyNy9sGFQjYfExJGbr8bC1p5GXL1pF3jNCCHEnqEYjGWcjyEtNx9rFCcc6NVA0knOFEOJukQLwPeLP/5vL0iNbaDBqVLltl877C88Tibz//vtlthvetA1ZMfGsdyv9H15Fo2Dr7spD1m4Mb9rG3LCFEMLiXSs4vfNhLyaMX1aw8caHwf17beydD3rRoKn/3Q7PZBX5gDkhLEFFX9hIzNKTlF1wkedI3BX+Cj9GSk5W4X5XGzseDWlCc+8AANxt7ctdTksIIUT5kg+HEbloJXnJqYXbrN1cCBrWH7cWjSr0XFJoFkKIkkkB+B7x2NOjyfBz56gJbUc8PJTHevcvt52HnT3Z2VkFa/6WIzs7y6QvQTeuKwxgMBg4cuQICQkJeHp60rx5c7Ta6yeUdYWFEJai+0MhTJsxsPiMQ19ZSkGISqMB65pW6Px1WNtawW18h1994SS/nzxc6v6UnCx+Prav8M9PNGhR7nJaQghRFdzJomny4TAuzJpXbHtecioXZs2j5thRFVYEvpuFZiGEuNdIAfgecSAjkfUnj+HauC42zi7FlmsAUFWVnNRU1p88Q5NOHahPjTL7TMzSY2trB3nZ5Z7f1taOxCx9uUXgWbNmMXXq1HL7u2bKlCnlzlQWQtxZRlUlKiOfjDwVR2uFQEcrNCXkGEvr22AwVviSB7KUghCWY2dUBDNDd5OQlVm4zdPOgXHNOtA5sOzPOCXpW7MBbf2qM+mfdUVm/t7MzcaODzv1xtPO4ZbiFkKIe8mdLJqqRiORi1aW2SZy0UpcmzW47YLz3Sw0CyHEvUgKwHeJwWhgT8QRYtMT8HHypH2N5mg1Jky9/VdNjZbuAQEs+HkhTd4Yi6qqRYrAqlpwv3L47IWMGNKfmib0vfDoftblJJKbmobOxQVFU0JR2aiSk5LKOlcjdkf3M75d1zL7HDt2LAMGDGDLli289dZbpbb74osv6N69+y3N/pU1+4S4PRl5RjLyjABcSstjf2wO+vzrax7YWym08bGhurM1AI7WGhytzX+PhSfnsjlST3re9b6drBV6BNkT4qYzu7+EuAwS4jIAOLDnEr//vL/Imr3uHvY88VwbWrevDlxf2sFcspSCEJVvZ1QEH+zZWGx7QlYmH+zZyOT2Pc0uAnvY2ROVnlJm8RcgOSeL7Py821r+wWAwsHPnTqKjo/Hz86Nz585F7oASQtz77tb7/E6e504WTfNS00g5dqpIYbnEdsmpJOw6gGuT+li7mP+chbzUNHKTU7k8f1mZ7S4vWIbO3QWdm8stnUcIIe51Fl0ATk9P58MPPyQ0NLRwGQFzZozGxcUxYcIEVq1ahV6vp2nTpnz00Uf06NHjzgYOxKQlEJueAMCOcwf4fufvxGckFe73cnTnP52f4IHarQHwcfLE19mz1P4+mjeNfXlnSD0VxrGvZhHy1DBsPd0L9+ckJhP+6yISToXxW4JC+LwzrPt4QZkxXtm0g/1zZuNcuwb1xoxENapFisCqUQUFIhavJu1cBG2eGQPlFID9/Pzw9vbmkUceKdigKLjVr4POzYXc5FSST51FAb777jtee+01kz68yJp9QlSs0PgcdkWXPvNfn6+y7Uo2XClo09HPlk7+dmadIzw5l2UXMottT89TWXYhk4E1MbsI/NffYSxeEkZuZg76fwvBN0pK1PPtZ9uwEr+ROwABAABJREFU93ZE52DDkMGNeHFcO7POIYSoXIlZehKyMvnu8D9ltvvf4X/wtnfE087BrH/zE7NLf9DjrbQryZIlS3jl1VfJdLIr/PzjkJ7Ft9OnM3jw4FvuVwhhOZYsWcIrr7xCVFRU4bbAwEC+/fbbCn2f36nz3I2iacyGHcRtKjuXF55n3lKyH4wn6NF+Zp0DIH7HPqJXbS63XX5aBqc/nYFfvx749+9p9nmEEOJeZ9EF4MTERH766SeaNm3KwIEDmT17tsnH5uTk0KNHD1JSUvj222/x9vZmxowZ9O7dm02bNtGlS5c7GDn8um8x0zb/XOr++Iwkpqz9tvDPE3o8xzs9x5baftrTkzh16Qz77ffy9dRpxB8ILVZYRVV5fcoE2nRuR/3qdcuN8aVnn2PowwX/yC7Ys4P91nno3FwK9+elptImT8e0z74BMGm2bmKWnrWbNhIVFYVXm+bFCtXZCUmE/7qIyP1HWLBmFX0e7FnuFzdZs0+IitXMy4aaLlYsPpdZZObvzeytFIbUdsBZZ94sE6Oqsjmy7OLJ5kg9dVytzVoOolbP+jzYug6rx5d9cUs1qDz46SBquVr0P3FCiBKU92/+Nck5Wfxn81Kz/s1PzNKTlZdnUtusvDyTlr662ZIlS3hx2kfUfXdcsc8/L077CECKwELc45YsWcLQoUML78C85sqVKwwdOpS///67Qt7nd/I8Valo6vVAWxQrK64uW19uW/+BD+HZoeVdiEoIISyPRX87rl69OsnJySiKQkJCglkF4F9++YWwsDB2795N+/btAejWrRtNmzZlwoQJ7Nu3r5webs9TbYfQq15nRsx9tcjM35t5ObqzYPR0/F28y+yvSe2GNKndkMd6DKJjk7YFV4JPnincHxQUxHQzZ5bc+AC2Fi1akJufx4ItG4lMSiDI3ZMRg55GZ2Vtcn9Q8MXti00r8WrTnCZvFC9o27i70eSNsRz7ahafb1qJsWZAuV/cZM0+ISpWekIsJ68mo6fsizr6fJWTp8/S0N8NRxOXa8nIM3IuJbfIsg8lxpCnciwhh9quOpOXl+gQ7AS7L/F34r8zixUFr/q+2LrZk52sJ/5UDKgqWYmZtNCn0aFZdZP6FUJYjg7+waTmZLPi/Mly2w6o1YAO/sEm973w6H6WXjpt0tJX3xzczqDq9cpd+uqaxCw98ZnpvPvzDBq/XvLnn8avj+Xdn2fS4IGOeDk4yd1KQtxjoqOjiYqK4sUXXyxWlIXrS/KNGzeOoKAgAgMDb/lh1waDgVdeeaXU8yiKwquvvsojjzxyS8tBuDZrSF56Jgnb95bb1rNLO1ybNTT7HL69HsC9dVPOfT+X/PTid25dY+XsSO3xo4tMRDKXlaNp+dTUdkIIURVZ9MKpiqKU+LAzUyxdupSQkJDC4i+AlZUVo0aNYv/+/Vy5cqWiwiyRr7Mn+lx9mcVfKJgJrM/Vl7n8w80GDx7MxYsX2bp1K/Pnz2fr1q1ERETc9pVmnZU1o3s9zKThTzK618NmF3+hoFj7Vo9+hDw1DKDY35+iUUCFkKeG8VaPfvSt2aDcPnNTUjl26oRJa/YdO3WC3JSy15kS4n43a9Ys3vzveya1ffO/7zFr1iyT+94fk836y2W/V69ZfzmL/THlP4TymvSEWC4cLSgKBbQJpu+MEXR9vz/tXulB1/f703fGCALaBANw4ehJ0hNiTe5bCGEZdl+9aFLxF2DF+ZPsvnrR5L6vbNrB7lcnc/qXhaD8u9TVDa4tfRU+ZyG7X53MlU07TO77l91bePz7aXgPKJghV9rnH+8BD/L499P4ZfcWk/sWQliGWbNm0aZNG+Li4gDQKAot/YJ4qFZ9WvoFFd7VFBsbS5s2bcz6/HSj0NBQJk+eXGTZh5upqkpkZCSTJ08mNDTU7HOkhJ4wqfgLkLB9LymhJ8w+h7WLMw7BQVQbObDMdtVGDMQhOOiW1+WN37GPy/OWmtT28rylxO+4sxPBKopqNJIefp6k/aGkh59HNRorOyQhxD1OUUu6rGiBEhIS8PLyMnkN4GsL5C9atKjI9tWrV9OvXz/Wr19Pr169Sjw2Ojqa6OjoYtszMjLo0qULbaa9hrW9Ldw0dCpw48f9VH00V5LCyo01wK0hLva+hUcrXOtXKej1399Kdv2sBc3Uwv+7Hsv1DhSAfz+cKIpS+GelyJ8L2ik3HK38e5hCwZcYrUaDRlHQaDQF/69R0Go1aBUNOYoVyZryr+D6G5Nw1OSj/BurpoSZOACHDx/icko2dbsOKrfPM1uXUt3NjpYti9/aU9bFBIXS95V3rGnHl7n7ts9PGce72jnRNKAeD9XrjOY2n64rrktLS8PFxYXU1FScne/egyTKy08ff7cKWzv7f9OTiqL+mxf+/TNqwZcGg709NCr/Aowx9BjajMzCPFDQjXo9J6lqwewUQ8Hvaq1glBqmP0DNEH4R7elICq5HajAYFVQjBXnppp/7ffsOcvrEJep16UH7N4oXWa4Vb/Z8tZFT2zZTv3F1OnRoU7j/5ndJsQKNcvP+YgeU0/6m/Tf+v0bBykqLlbUGKytN4f9rtZqi26wK/mxtrcXOzhp7Bx129td+12Fvb421TnvLF0fF/cFS89PMPVuwd3JCQ8H7W/PvL4WCQoqiKGTl56HPzWV1xGmy8ktZrkFVsVKhXkY+DooVDhotOq0V1lotNtbW6LQFf7axtkZnZY2ttTW21joy0tJYs2YNM2bMKHOZqvj9R/j44495+umnTZ691/Xh3pxOTaDxq8+X2/b49J+o5+LJtjXrTOr75nE1GAyFz8bw9PSkefPmRWYA3niHlxCWxlLz08q3puBoZ1+Qi/79nqNoNAW56t/f83JzWXvkAB8vXUi34Lq82aEHPo7XX0NsRhpf7t7M1otn+OjxZxjU4QHs7e0o9gmknM8Xa1avYeOxQyw7fazc1/VISBMebNqC/v37l9rfzRRF+X/27jssqqML4PBvd+m9dxQrdrFgx957Swxq1GiMRqPGWKKJvcUay6fGltjFij32XmKJHXtXpEkRWDq7+/2BElGBBYFdYN7n2cdw7+ydg4bh7rkzZ5BHvCEuKhpeBoFCkX5jmQyKOGBobo6Jhfknr/9xdx9/v/EhYcgfPEGZkJh6WKqvh0np4hjY/zcRSiKRpNwDSqX//Sl9+2+RzjFFfAKK+ATig1/z5sqtdL8V24a1MS5eBF1Lc/QtzZHo6CDV1Un9k7f/ztog4qofL7fuTbOBnq6lOa5ftsv2pnxC5jQ1PglCXtHqEhCfIywsDCsrq4+OvzsWFhaW7nuXL1/O5MmT0z1vlWSCLNEAlQSUUlBIVKikoJSoUEpS/lRIQZr83+7zEhW4vDbAJF6G3ECBv208qre/X6QG5qiMTFOTgB/neiVp/vjw+LvDqg9+Yak+aJd67F0WR/LeQYkkJanzLukikb5NCEtSfxlKJFJ4+6FNInn7S/gzBEjT/vuoFEokKhWgRKVSgFIBKgV6ZWpQXKnecwqX0i6gknMr4H76OfN3/b2fwNczRyLVQ6VMhMSUX7SqTK6gzrOTzNpkKcZPvj/zGENjIngtD6eqa3lWfjWdYtYumfQqaLPMxiepgy1SYxNSn+Skjh//fa2USnl88xIWweaY2zp+8mdZpVQSGRLAG3kQJT1qv30w9d+1VKnXlKCSSlFJpSCVglSGUqFAHv4aU2u7dK8dFRaMqZUdMnc3cHdLPScDUKmQJichTU5G8u6VmEjjqvZ4xSQgd3B+G8bHM+xUShUeferw6vJzYiL0uXHF/6MftA9/rj76MVMpcdGPw0SmQK6Q8TLeMM0jtQ8v+OH7P/Vzq1SoSE5WkpysIDlJ+fa/lSQnKUhOVqJUc4wD0NGVYmFphJW1ERZWhlhapfy3nYMpTq4WOLuY4+RqgZm5gdrXFISckNn4dPzFI3SNjFCqVChVKlS8/VMFytT/TvlTocpgppNEQrIE/MzerVRSAu+SCnGgIOWVmPZtyqQkwoxTftZeX7qW7n4KAH8dP8Qev6uY6xtipq+PuYERVkYm2FhYYGFhgaWlJdbW1jg4OODg4MD86b+x/OjfPFbj76ljx04MbNZGjZYpMvt7/VBWNkwWhMIis5+jRzf9MNRNGVPSm5ihI5WiDA+nkVtpZjXr+NF5W2NTZjXryM9HdpEcEMytM+eQyGTI3r50ZDJkOjopf8pkyGQ6bx/+6qCro4uuri46ujrUdC+LAmVqAlgqkVDFwQUbIxNCY+VcC/JH+XasalK5CrVLlyX2RUDaYDL5DBEYEEBQUCAmevo4m1qgetvPO0pVyp1PQEQY8uCAt2Od/Qd9fNhlxn3qWlmkJICVSpBKkerpkhgaTmLofytmVUpVyuQCpRJUypSvlSl/pn9Mlen3C/D65D+8PvlP+g0kEqR6ukj19ZEZ6iPT10dq8OF/G6BjYoyuqTE6Jm9fb/9bqq+XIwnkiKt+PFm+4aPjSRGRPFm+geIDeooksCAI2VJgE8CQyYzPDM4NGDCA9u3bf3T83RPink/00ElSEh8ZQ3yknLiIaBKiP97w6H5iEM/bJeIeZUHT6zaYxf331x1lmMxRj1Dum73hyYtDeDpX4PicHVn8DnOPSqVCqVSSnJyMQqEgOTmZ5ORkkpKSSEhIIC4ujvj4eGJiY4mLjyc2Po64uHg27dnJ1dcBuPfplmkfLw4cR/78FcrExNSnr7oG+lja2GBlb4eZjQ0mFubIzKwIfPCYGCsp+laW6dfsC48g/o0ZLpXrYGtkgq2hMTZGxil/Gppga2SMnZEJ+lIZ0Ukpnwqvhbxi2/2bacpLWOgb8oV7JarYpSSZrAyM8n2dvgvPrvPd5nH8um8em3rP13Q4wmfIbHwa1KJMpk+szwbEcflSLGfmjqXnrDWolMo0idp3S8z2zvuFik06ULOULfWcDDONTalU8vT2Hf7evZeNx8/Tc/ba1AdL/1085es9s3+mfYWylK9cFZmhEYlJCpIVSpIVSpRKUCBBiRSlRIpKIkEp1UWlZwDm1hhapV/nWyKVYGRjQrd1PdGTR6ObEItBcgJmMhUOFsY42Jpja2uOqZVZ6ox4eZISeVLK9xx38zZvfPejjIxKvabU3AyLzm0wrJRS/85EV6p23WJ1KZWq1GRwcrKSpCQFcbFJxMUmEhebRGxsInExKX/KoxN4ExHHm/BYwsNieR0i58HdEIIDo4mN+S/jZWVtROlydriXs8e9nD3lKzvi7GqRo3ELwvsyG5+e/hqEpYUFJqb6mJjqY2qmj4WVEZZWRlhaG6U+zLB8+3DjQXIoqx/8S2hcTOq1bAyN6VexBp4OriQpFSQrlSQmJxOflEhCUiLxiYkkJCWRkJxEfFLSf+eSkzl0/BiP7j1CZmiAIi4eVCoi3ttP4R19SwuK9uuGVEcHJfDm7es5oIiLJy40gIQXd1LuO8LfkBAWgSJKjpWTA05uHTP9e/ru6954OKj/MPbd3+vx48cZNWpUuu3mzJlD48aNxexfQfiEzManr9YsxsjIKPUzz6de5xauoKOdE/WLlgL4aCNbqUSCUqVidN2mWBkacyD4OS9sTZDL5URGRhIZGUlUVFTqf8vlH9fFlUgkWFlZYWtri56eHnWd3D4503jeP8d4mBzHoE1/Zq8GcGAgloGBHD9+nIVLVn7UR0hMNPPOH6P14P6p44o2jy0q1XtJYUUy0Q+fkRQZhY6xEUauTqgUSlTJySiTklP+TE5GlfT2z2QFyqSklK8Tk1DEJ6BMSEidWayMTyAxIjLl67h4kuUxKOMTPopBqqeLrqUFelYW6FmZo/f2vw3sbTBwsEXHJON9apIio0iMiOTFpl0Ztnvhs+vt9c2zXTZDEITCSZSAyIKMlgQokxXER6UkhGPDopg/dy77Dx/EwNqYr5SVgLRPk9/N3NwsvYlRhAqvOnUZMHIY9uXcMLaxyFJc2mTJhZPsevnxh6n0tHEoRnvnEgQFBREUFERgYCAvX77k8ePHqS+bFvUxcrQn+MLVlI3lVKRJAr9b9n1z3nLsa1WlVeeOFDWz4nWcnNDYGF7HxRARH5vpbNv0ZGWHcW226d+9/LB9MueGb6GsfQlNh5PvadsSoazEI09ScvjYCbq0akr5Rm1pN/I3LOydU8+/CfJn77xfuH1iHzsOHKV5k0ZqJzwD9h5h9YL/cezJfUZ8N5qHdZqS8N4HCn15FKXOH2Xeitk0Ke7ONz8OydKu0n6h8ex/nnmNYeWdq0jlUUiMTZFZ2KCyskHx3gaRsoR4jCLDMUuKQWlpQ6CRJbZP71PpyC5UEglvHFxINDJBL1aORZA/EpWKm8068rqYO7UsJTQobqF2zHlFpVLxJjyOV/5vePXiDU8fhXH/TjD37wQTEpTyIdPJxZzqtYvg1agktRsUw8Ag67XeBe2nrePT6uWnUCbrIo9OIDoqHnlUAhHhsSmvsFjeRMR9NBteV1+GdRVTzJwNsDEyppSxDfYOZtg7mmLvaIZLkZSEsjreLQHPKJEqkUiYPXs2DRs1wsLOBiNLS6IS44lOTCAyIZ7w+Fhex8gJio4kWB5FWHws0crk1HsMRUIiUl3ddB9WK2NiqRgQRZXS7tSuXIWSJUuqlbxRKBS4ubmlWxNUIpHg4uLC06dPs5UMEoS8oq3jkzrx+D94RPCla3DmSuYX9qqGfY0quJQumW4ThUJBdHQ04eHhhISEpL5ev35NSEgIifef0MelDPDx7FyARXcuY1C2BO7u7ri7u1OpUiWKFCmi9izU98eVT80yVoEYV9KhTEoiWR5Lsjwm5RUdQ1JkNIkRb0iMiCQxPJLE8DckR0WnvkdmbISBgy0GDrYYOjlg7OaCoasTMn09IOUeOnDfMbVjcGzbJEv30ELmtG18EoScVmATwM2bN+fly5fcvXs3zfGZM2cyduxYXr16hZOTU5ZiyMqA8PjWPfZs30nImnOY6xiCREJEMUsSTfXQi07E8mkEqFREJscRa6mLa5IxiviUmVvmrna4VCuDSzV3nKuXwaaUi9bUI8pMWFws4fGxXAt5xcqb6RfY71+pJlXsnDOdXatSqXgc+IpN27Yy8ccRmdbsW+27nXYtW310zSSlgvC4WEJi5dwLD+HJm1BO+T8lKYNi+ia6+kyp2xwnE/N8PwMYIDE5iapzOtKghCdLvpyk6XDyPW27QchqPO9u+kvrGvFTnabolSyXmvBMfHSH388f5WFyXJZv+v0fPGL/zl243nyCrbEpEqmUiPeSqZZB/qiUSkJiovGvVJw2nTpm+OHoQ3vOXOauUebty8Y+or2XJyqVirCwMB4+fMiDh48JCopAHpOEUscIAztnDF2Lo7CxB4mEej5/EGnrxIM6TT5KWpc+fwzbF4+QW9jgWq8qJds0VDtmbRARFsvNa6+4fP45l84/48nDMIyM9fBqXIIOX1TCs07RfPN7Rshcfh2flEoVUW/iiHg7uz0iPJbQkBhCgqIJDox6+2c0IcHRJCf99/vb0soIVzdLXIta4lrUAlc3S4qXssGtuDW6ep8ev3x9fRk2bFiahKqrqysLFizI8qa6CqWSFTcv4PswZd+Hd7fWaWqUf3Dsxf5jPFi7FWNjY2rWrEndunWpW7cuderUwdTU9KM+Tp48SaNGjTKN5cSJEzRs2DBL8QtCXsqv49M74Zeu8/TPzZm2K9bvK6xqeGQ7LpVSya1fZpEYEfnJghQqlYpolYJRV09w7/59YmJSVkrY2NhQrVo1qlevTrVq1fD09MTF5dMrDsS4kvuUSUkkvA4nPjCE+KAQ4oNeEx/0mrjAYFRJySCRYOhkj3ExV/RsrIgPfk34P1czva5Ng1rYetXAyDVr+QwhY9o2PglCTiuwJSA6derEoEGDuHjxIjVr1gQgOTmZDRs2ULNmzSwnf7Pq+d5LxK+/ioWOESHlbbnfzp0Ei//qMeq/icd9733sbr/GLEpFlX7NqNqzBcG3n/Lq6n38/73Pnb1nUSmUmDhYUaJBFYo3rIJb3UroGRugVCjxv3wXeUgEJnaWuHiWRSrT/AZf1oYpCd1SljY4Gpux9Pr5NEs3bQ2N+d6jDl4uxdS6nkQiwVgio1UdL5bY2RGSSc2+QT2+xrdpU7p160abNm2wsLAAQFcqw97YFHtjUyraOnIjJICjLzKu1CdPSmDUqX2Us3bAw86RynZOlLd2QCefbqSmp6NL92rtWH1xu6ZDETTs3Sy4qf0GUj4gpdSBNPBl6nmlkQmzmnbEz8mMGzduZGnZ36pNG9i34i+Wt+ueckClwuq9a0PKz7WDiRkTFy4iME6epVqVcv9HvDE3zLR2sTzqEeCJRCLBxsYGGxsbateunaZtdHQ0t27d4trpwyQ+CybKuTS3PlHTL8HYlFvNOlLpyC6q1yuPRaWyaserLSytjWjQtBQNmqYsW33+NJyjf9/j0N47DOq1heKlrOnWqzrtu1ZEV09GaIic0JCPl6amx8bOBBs7k8wbCkIGpFIJFlZGWFgZUSyD5zxKpYrwsBiCAqLwf/4G/+cRvHgWwctn4Zw79Zg34SmrBGQ6UooWs6Kkuy0l3W0pVcaWMuXtsbU3pXPnzrRt2451fx3gxbMQirjZ0atvK/T0sj4rXiaV8qW7B02LlgbelZe6wZuE+NQ2Rrp6FDG1ICoxnsCYaIq0aUL5ts0xjo4j/MYdlq9dzdSpU9HR0aFevXq0bNmSVq1aUbFiRSQSSdrNqySSdO+DPrXJlSAIOUfX/OMHNJ/T7lOSIqN4c/MuSekkfyHlXspMosOBBUsxr1iGEHk0169f58qVK/z777+sWrWK6dOnA1CiRAkaNWpE48aNadSoEQ4ODoD644UYVz6mUiqRP3xKUmQ0uuammJQq9sn7UqmuLoZO9hg6pa2frFIoiAsIJva5PzHP/JE/fk782ctq9x966gK6psYiASwIQpZofQL4wIEDxMTEEB2dsnzizp07bN+eksBq3bo1RkZG9OvXj7Vr1/L48WOKFi0KQN++fVmyZAlffPEFM2fOxM7OjqVLl3L//n2OHj2a63HLZUriLQ2RO5tys2elj84nmOtzs2clKm24icmraGJ0VFgWdcCyqANlWqckKRJj4nl17QFPTl3jyYmr3NhyDJmeDnZlihLxIpj4N/99ODd1sKbJhD64t6iZ69+burxcilHHuSh+r4MIi4/F2sCICrYOyCRZS6B+tGlDOjX7AOLi4rhy5Qp79+5FX1+fjh070qdPH5o1a5ZmFmNY/Mc1mz+lcZGSxCYlsevhbdbfuYqJrh41HYtQ28kNTwcXjHT1svS9aJq7fTHCYt4QFS/HzEAkawqrNUuXse6PFSxs1RWJodFHMz/f1bBzfBxIj+Zt6PX9d4ydqt4GRF90+Zra1qXBL/Odq6ePnYlLQ/XHrKTIKKykOjxd9z+qjPztk/WFJRIJT9cvpkGnpiRFRmVYG83U1JQ6depQp04dQi9dZ0OcZcqJD2fCvt0k836dJiT5XcE1WZdyVUqg/2437HyoaDEr+g2uQ99Btbly8SVb1l1h1sTDrFtxgUEj6vP0cRir/nde7ev1H1qXAcPq5WLEggCJsfHEhkVh4WqHja0JNrYmVKj88Yff6Kh4Hj8I5dH916mv86eeII9Oqdlo72iKnYMpTx+FpR6DMHzX+zNyQhMat3DPcmzvHoADlLK0oUvpiune/0QlxnM7NBi/0ECuBQcQZKKHR90qFDUyxTAkgkeHTjBlyhTGjBlD8eLF+eqrryhRIqV0U2YrobS5Rqcg5HdJkVFI9fXQMTUhOTr9h6Q6ZiZI9fUyvQ9JT9Dh04QcPatW2xcbdmLXtB6uX7TFxcWFtm3bAikzhAMCArhw4QInTpzgxIkTrFq1CoDq1avToUMHnJ2dM7p0KjGupBVx1Y+XW/eSFBGZekzX0hzXL9upvTmbRCbDyNUJI1cnbOrVACDWP4A3N+8R9PfxlNnB6dAxM6Hk4N7oWebf+1BBEDRD60tAuLm58fz580+ee/r0KW5ubvTp04e1a9emfv1OcHAwo0ePZt++fcTGxuLh4cHUqVNp2rRptmLJypKAVZfOcuj4WeKsjUgw1/84oQCgUqEfmYBhWCwtGtfj2xoZf3iOeBbE+aU78Ntx6uOTby/fcckIrUoC54R3sxUBjh8/zpw5cwgJCUk9b29vz8iRI2ncuDGQcpOiVCrZvHkzq1ev5vbt2xQvXpyhQ4fSt29fTE1NuRESwMhT+zLte26DtlS2c0KhUvL4TRgXAp5z7tVznkSGoSuVUsOxCC3c3Knh4Irsvae+CpXysxPfueGa/x2aLO7F8R/W4+GS/2YxahNtWyKUlXjurdlCzD/X1L62ce0qlFFjY0eA5QvPcmr9SUZUy3z26LwrJjT4uqHaicNH+0/y7PS/JL96hqJ8lXTrC0tvX0PX2Q23+tXVKtXg/+ARd/2ecbVotUzbmr14QlSR4ujFyikSEUgVe0PcqpZBqpv/a+k+fvCaxXNPc+bYI8pUsKfv97Vxckn5cBEbm8B33ilLXkdOaEIlD6c0q07EDGDtkp/Hp4zcP3SRXYPmYVHEHre6FSlatxJFa1fA0CLz//dUKhXBgdHcuRXIfl8/Th19lG7b6Qvb06Jt3v2ODI2L4XLQSy4GvOBKsD/ximTKWdnhEqfg7v4j+PpsJjIyEvta1agwvD/wQXmJt3shvPhzMxunzcbFxUUkbAStlZ/Hp7yq0fpy2z61E8BAagI4M8HBwRw9epQ9e/akfj6WyWQoFIp032Nvb8/evXvFuPJWxFU/nizfkO754gN6qp0Ezm4frt4dsGtYO93zQvZp2/gkCDlN6xPA2iQrA0JYXCz/+D9l4fVzmV53mEddarsUy7DOrDwkgqjAMHb0n0VsWGS67YxszOmy4mfMHK0xsbPMtO/8SKFQcObMGQIDA1M3+0uvRqlKpeLy5cssXLiQrVu3YmRkxOBRI+ja+2t+u3aWNwnpbyZlqW/I1HotsTE0/ujfJigmmnOvnnLk+UMevwnDUt+QpkVL0bp4GZ5GRnxU+sLG0JhBWSh9kVvexEZRfEpjVnnPoHPlrG2CKKSlbTcIWYnnwdqdRJ9Pv0b3h0zr1KR0705qtQ16HMjZQ3cxv3gES31Ves++iEiQEFmzGfValMWhhHofKP6+9Qr/Z6FU2+eTch2J5KP6wpK3v9KutPXGxc2G1hUzn92yacSvmNuXxq/Jx7uDf6j8sT2c+PcsKo9aONVvicLQCJuA51TSjadSjTLoW1mo9b1osysXXzD910MEB0Txw6gG2DmYMnfqUV4H/5fUt3MwzfZMSSH35efxKSMJ0bE8/8eP5+dv8ezcLcKfBIBEgmOlEpRqWp1SzWtgU/LTtS4BQkPkhARG8WP/HYSHZbwSqFxFe2p5Fad1p/K4FbfOdsxZFZecxLlXzzj6/CHXgl8hk0qwCI1m72+/4/HzYPStLT9Zr1ulVJEQHsHZwb8wccKELJXWEYS8lJ/Hp6TIKJIiU1alRt17RPDhM2lmAuuYmWDfzAuzMik1bHTNTbM1AzgpMorEiEgeLV6b6UzjdzNBs9rPuHHjUktEqEPdfXgKqrz4N3nfp2YZS/X1QKVCmZSMReWy2Derj3EJsYdDTtK28UkQcppIAGdBVhPAh57dZ7Vf5rV8vqngSQs39wwTwGcXbuXcIvVrt9b5oQtew9WbsVdY+Pv78/vvv7Mv8ClFO7dS+31fl6tKr/LV0z3/6E0oex7d5vTLJ8QkJ2V4LXU3v8tNJac0YWBdb0Y2+VYj/RcU2naDkJV4/pp7lBu7z9GrXPoPQN5Zd8eQyh3q0nekeisnAvYeYfeq01wN1mNApZSHIB9UaQBg+U1jqton0uHb+mrPjvlt2iwCzl6mT9HMN4Fb8/wRTvU8GTvu50zb+j94xO3nr7luVSbTth7h93Ayk7Hn6BGWrVhJ2RpNaP7NMBT2rpi9DqJSQijV6lbAwCZ/P4CLj0ti8ZxTbF6bzk7nb/9NZy/pKJLAWig/j09Zum5AKM/O30oplXXyGkmxCVgVd6J08xqUblETh4rF03wwXr7wLCsXZf5g/h2ZTIJCoaJocau3NbRLUsHDCVke7bkQFhfLkecP2Hb3OlHJiWq9p5GFPY3d3KlVKvPxTBA0oSCNT+rWgc2u3Jxt+v4Ky4MHDzJr1iyioqJSzxsbGzNixAg6dOgAkKX9IAqivJr9/b5P/f+lSk4m7OJ1Qo6eIT7oNcYliuLcoTmm7iU+qy8hhbaNT4KQ00QCOAuyMiCsu/0v6+9kvoPnO5klGYPvPOPGlmNc23BIreuZu9jSbFI/SjSqqnYMhcXtp4+Zu3QJO3fupGSDOji3akys6r+lT5b6hnR1r0QVu5SZg+oka3P63zs3NV/6DaVsirLky0ka6b+g0LYbhKzEExoi5/TRB5ge2pbpLN3oFl9Qv2lptZf3Bz0O5Ozhe8yce4kqtol86R6LlcF/v2bC4yVsvW/Etdd6jBlZg3rNy6g9A/j+pp3IT6k/c9mkQU3cu6s3c/nEyZMcjrXJdHO55sZhNHq7E3ZiYiIbN25k6tSpGDsW5+tRM1G5lsDsdSCeccFUbuqJrmn+LYugUChpUXMxbyLSeVAgAXsHU/acGphnCTFBPfl5fMqu5IREnp27xYPDl3h09F/iIqKxLulMxc4NKdfRC1N7K0JD5OzZfpOl885ker1BI7xo3rYsjx+EcuroQ84ce0xEeCy29ia0bFeO1p3KU6qMXa58Lx/66cQeboUGqd2+ko0D8xplvqJBEDShMI5PnyMn6s2q490Kyxs3bnDmzBkOHDiAQqGgV69ejB49mpIlM3/4XpDFvgzg9ZlLhJ66kGlbmwa1sPWqkasbtKmUSiL97hO47xixz/0xLVMS584tMS6a/ioYIXPaPh4IwucSCeAsyOoM4NC4GMadPZjtMgPvy+oMYDNnW6JevaZYfQ+ajOuNdQn1ivwXJn5+fgwaNIgzZ8/yxZDv+XrgdxSxts1Wvd6wuFguBDxnwdXMP1T+WNWLWk5FNTYDeOCW8TwPD+DA939qpP+CQttuELIaz8E9d9gxY0ems3S7/NKFlu3LqR3HhzPsJKgoZZmMuZ6KyEQJDyN0UL23p3VWNg/LzeV3Pj4+TF+5iZ6z1qTE/V4SWKVUArDh5z782r873t7eaeNKSmLt2rVMnDgRa7ey9JmwiCQbR2xfPKauTjTO5Usg1ZGlXiv2ZQDJ8lh0TIwwcnVK01d2l4vmhn8vvGBgD59M2y3b6E31WkXyICJBXfl9fPpcymQFz//xw8/3FA8OXUSRlIxbvcq4NqvDK6UpMydmvhnwL9NaUL9JydSHXwqFklvXAji07y6H990lMiKOUmVsadWhPK07lv/oIZlCoeTaZX9CQ+TY2JlQxdMl2w9KHkWEctr/CT73rmfa1tY/jJ+/6E5ll6LZ6ksQclthH5+yI7dnGn9KeHg4y5cvZ9GiRYSGhtKvXz8mTJiAk1PuJTW1mSZmAKtDpVIReeMOr3YfJj4wBJt6njh3bIGOiXGu910Q5YfxQBA+h0gAZ0F2BoQz/k+Z8s+RdM9PqN1MrbqwWa0BbOpgReD1Rxz/bR3y4HDqDulKjf7tkenqqBV3YaFSqVi3bh3Dhg3D1NSUtWvXpm4ml1XHXzzit4vHM203tmZjGhfR3FP0WUdXsPrCDu6NU282ufBp2naDkOUZwMceMWPcoUxn6X6YBMlMaIic0BA5l/95zsKZJ9NtN2xMQzxrF83W5mE5vSTysX8ge/cfZPjAvpRv1JZ2I3/Dwv6/h2ZvgvzZO+8Xbp/Yx/xlf9GuTUtKuHw8a1kulzNz5kzmzZtHky/60mTAWJJlupT49yyufv8iVePXbV59YFDHwT13GDd8b6btps1vl6WHBELuy8/jU05LiI7l7v7z+O04xeGrUdxB/eRFeg+okpMUnD/9lAO7bnPq6EMUShWNW5Tmy6+r4lHdhROHHzB3yjFCgqJT3/O5dbMVKiU99/uk2V/gQ/pJCk58NwozU1OWLFlC586ds9WXIOQmMT7lL3FxcSxdupQZM2YQGxvL6NGj+fnnnzEy0sxEFk3J6xrAWaVSKHh96gIBe46ARIJrt3ZY1awi6gNnkRgPhIJOJICzILsDwhn/px9tCmZraMz32dgU7P6hi+waPC/li/f/5d6O7R2XjMC9Rc3Uw8kJiZxbtJ2LK3ZjV9aNNnMGY+suZmq9T6FQsH37dqZMmcKdO3cYO3Ys06ZNQ5rFJ+s3QgIYeWpfpu1auJVmWDUvdKWf3rgut22/fpDvNo/j2aSTmBnk3+XpmqZtNwhZiSc3Z+m+7/ih+x8lQewdTRkx/vM3D8vJJZHTNh1AVtKTWe0qExkSiEQqoViV2pja2BMdGszTa/+gUqowt3fi5z3XUTy6zLju6dcRf/z4Mf379+fcxcuMX7IZ3Qq1KXrjIqUunUr3Pc5dWmFWpqSYASzkiPw8PuWm+//c59zao5w//oDrCkfg0x+Ms/KAKjoqnv2+fmzdcI0XT8NxdDYj8FXUxw1zoG52ZpMKOpYoTzsbV4YMGcKePXv48ssvWbx4Mba2ttnqTxByg7aMB9oaj7aKjIxk1qxZzJs3D0dHR+bPn0+nTuqV2SpIcrMuc05IipLjv20f4ZeuY165HEV7dkLXzFRj8eQ3YjwQCjqRAM6CzxkQFColfq+DCIuPxdrAKFtlBt65f+gix6asITooLPWYqaM1Tcb3SZP8fV/gzcf8/fNS3jwPounEvlT6srF4Igj4+voybNgw/P390xyvVq0ax44dw9zcXK3rqFvyQ1+mQ6IiGVdTS36p1ZgSFnm3s/g7V1760WxJH04O2UAlZ7FJTHZp2w1CVmcA5/Ys3Xdychn0h3JqSeRj/0BeBodx+vhRJo7+6d3V32uRMlZOnv079Rs3xdXe+pMzgN+nVCpZsWIFo0aNolLdxswp64lerBwkEiIcXEg0MkEvVo5lkD8SlQpdS3Mqzvg515d0ZoVCoaRd/WWEBEen/et4R9QA1lr5eXzKC3ER0ayduotNe58Tq9RNPf45D6hCgqI5cegBC2aeIClRkW47KxsjFqzogp2jWbbG1U9NKrA2MMLJxIxboUHUdCzCj1XrcWT3XoYMGYKenh6bNm2i4dva5YKgado2HmhbPNru4cOHDBs2jAMHDtC1a1eWLFmCnV3e1EPXFnlVl/lzRFz148WmnaCCYv2+wqxcKU2HlC+I8UAo6EQCOAu0aUBQKpT4X76LPCQCEztLXDzLIs3kA3hSfCLHp63hus9RyrWvR4tp36FnbJBHEWsfX19funbtSno/As7Ozpw5c4ZixTKfpZ3VTeAs9A2ITkygZ7lqeJf1yPbDgOzwfxNEpZlt2d53MY1L18qzfgsabRoPPiee3Jylmx996qGQq6srCxYsyNZy6vPnzzNn+GjGedQjxK009+s0IcHkv38ffXkU7uePYffsAbRriFO1ylq1y/bxQ/cZPXhXyhefGCpn/q8DTVuLB0napqCMT7ktNiqW9WPWc/f0HWRx0Xi1rUTDkd2xcM16MuPDlRWZye7KCkh/UsH5gGcsvHKGZKWS0TUaUQRdevbsyYkTJ5gwYQITJkzI8uomQchp2jYeaFs8+YFKpWLbtm0MHjwYgD/++IOuXbtqOKq8pYm6zFmVFC3n2V9bibr7EMe2TXBs3VjrYtQ2YjwQCjqRAM6CgjIg3NlzlkPjVmBR1IEuK37GzDHvZ6FqUmBgIP7+/rRt25aQkJB028lkMiwsLNi2bRuNGjXK8JphcbGEx8cCcC3kFdvu30wzE9hS35Cu7pWoYpdSV9RMT5+/n95j893rVLJ1ZEzNxnm2KVxkXDTFJjdidY+ZdKjYNE/6LIi0bTz4rBUKuThLNz96txN2YGAgjo6OeHl5IZNlr2TLpN9mc//v4/Rq/SU3m3VMOfiJHfcqHdnFur+34t66MZPGjv7M7yBnHT90nzmTj/I6+L+adxaWhkS+iePbIdlPYgm5pyCNT7nlU6upJFIJSCRU/boldQZ1xsha/VhDQ+Ts2X6TpfMy3wx20Agv2netlO2VFRmJTIhn9qUTXAp6yZfulehVthqzZ85k0qRJtGnTho0bN2JqKpYDC5qjbeOBtsWTn4SEhDBo0CB27NjBd999x4IFCzA0NNR0WMJ7VEolgfuPE7j/GOYV3Cn2rTcyA31Nh6W1xHggFHQiAZwFBWlAeH3/Bdu/nYkyWUHn5aNxrFRC0yHlmUmTJjF58mS12xsYGHDixAlq1VJ/tqy6JT9uhAQw4+IxlCr4pVbj1ARxblIoFdj+UpNFXcbT07NDrvdXUGnbeKBt8QgpDtx/zYsHAcSZWZBgbJo2+fuOSoV+TDSGUW8oUtqJVu6ar9f5rkzIO7GxCXznvRmAkROaUMnDiV3bb7Fr83XGz2xFba/iuZLMErJH28YDbYlHHhKBPCSC5//4cXJm+jUcpXo6SGUyan7XnjqDOiPVyfwB0Puba2amWWt3ho1phIOzemWmskqpUrH9wU3+unWJiraOjK/dlHPHTvDVV1/h6urK3r171VrdJAi5QVvGA22NJ79RqVT8+eefDB06lBIlSrBt2zbKlBErg7RNpN99nqzchL6tNSV/6IOehfh//VPEeCAUdCIBnAUFbUCQv36D78A5vL73nE5/jKR4fQ9Nh5Qnrl+/zsqVK1m6dGmmbb/99lsuX77Mo0ePOHr0aJaSwOqKiI9l5sUTXH8dwCCPOnQoWT7H+/iQ6wQvfmn+Pd/X657rfRVU2jYeaFs8Qgp5kpL7obEcDUjKtG1TJ13cbYww0dX87OusLmfvM7AWP4xqkIsRCVmhbeOBtsRzduFWzi3anqX32LoXodnkfrh6ls2wXVZ/ZiwsDZm2oB216uVeIvbG6wCmnD+CiZ4+U+u2JOZVIO3bt0cul3Pw4EEqV66ca30LQnq0ZTzQ1njyq9u3b/Pll1/y8uVLfHx8aNOmjaZDEj4Q6x/Io8VrACg15BsMnR00G5AWEuOBUNCJBHAWFLQBQR4SwRv/EE7N3siraw9o8JM3+mZGxEZEY2Rpil25YmnqCpvYWWJiZ6nBiHNGVmcAjx07ljNnzuDn58eJEyfw8PDI8ZgUSiUrbl7A96Ef7UqUY7BHHWS5WKOp3PSW9KnZhdFN++daHwWdto0H2haPkCIpMortZ6/zwqFipm2dHl/kqxZ10DXX/L/fhzOA0xMUEM2vw/fQqFkppi1onweRCerQtvFAW+KRh0Tw6Ni/HBq3MtO2Lab1x8zJlrOLthF4/SEVOjegybjeGJh/eqZ7VjbXtHMwZfOaK9y6HkCDpqUY/mtjXIpYZPO7yligPIrx5w4RGhfD1LotsFfJaN26NQ8fPmTPnj00aCAe3Ah5S1vGA22NJz+Ljo6mZ8+e7N27l5kzZzJq1Cix6biWSYyI5NHiNSRGRFL6x34YFcn91af5iRgPhIJOJICzoKANCFmdCVN3aFfqDfsyFyPKG+rWALa3t2fv3r24uLhgZGREkyZNePHiBadPn861pU37n9zlf1fPUs3ehfG1m2Ggo5Mr/dSc14XmZbyY2ubHXLl+YaBt44G2xSOkeLT/JOsPncKo99BM277evZ5+Zdwo2z1/JVJ3bbnBtF8Osnjtl7k6m1FQn7aNB9oUz509Z9k7fFGm7drNH0q59vVQKZXc3HaCE7+tR9dQn+ZT+1OqafUM36vO5poqlYoj+++x8LcTvHkTx8Af6+H9jSc6Ojn/8DcmKZFJ5w9zJzSY8bWbUt7Uik6dOnHu3Dn27NlDs2bNcrxPQUiPNo0H2hhPfqdUKpkwYQLTp0/n22+/5Y8//kAnlz7PCNmTHBPLw0V/kRASSqmh/TAu5qrpkLSGGA+Egk7z60wFjfHwbkbv3TNpOKZnhu0ajulJ790z8fAuGB8QHB0d8fT05I8//kAikXz0ZPrdsaVLl+Lp6YmjoyPm5uYcOnQIOzs7WrRoQXBwcK7E1qZ4WabVa8XN14GMPfM38sSEXOnHVN+Y6ISYXLm2IAj/eVXWg8DyVXkT/AqVUvnJNiqlkjdB/kQ5F+MfQ0dinr3M4yg/T4cvK1G1hivzph4jOUmh6XAEIV3ykAgSY+IybwgkxsQhD4lAIpVSuVsT+h38HfvyxfAdMJu9Py0i7k36M+Qbt3Bn7+mBLNvozbT57Vi20Zs9pwamJn8h5V6jeduybD/yLZ29PVg06yTfdFnP/Ts5f39hrKvH9Hot8XRwZeL5w1wKD2L//v00btyY9u3bc+zYsRzvUxCEwkkqlTJt2jTWrFnD6tWr+eKLL4iLU2/cFfKGjrERpX/8FgNHex4sWJXv7jsFQcg+MQM4CwriEyGlQsmy+oPT7IKdhgRMHawZeGpJmnIQBYWvry/Dhg3D398/9ZirqysLFiygc+fOH7V/+fIlNWrUoFixYhw/fhwDA4NcietOWDDjzh7E1tCYmfXbYGmQszvqdlo1CEsjc/7q/luOXrcw0bbxQNviEVI89g/kWUAI43+bS/tfFgAgea+8y7uk8OZf+/PtL9OJMbGn4rlDNOzcACNXJ02EnC0P7obQs/0aho1tRI++npoOp9DTtvFAW+L53JVPKpWK2ztPc3TqGvSMDWg3f2imtYHV5Xc9gKljD/DscRh9B9Wm3+A66OhmvvlcViiUSuZfOc3hZw8YXaMRJZQ69OjRg6tXr/K///2PatWqZfh+R0dHHB0dczQmofDRlvFAW+MpSNavX0///v0pV64cCxYswMQk481ixRiTtxTxCTxc+CfxwaG4jxqIoaOdpkPSODEeCAWdSABnQUEcEF5cuI1Pj8zr4XpvnEiRWrm/OZkmKBQKzpw5Q2BgII6Ojnh5eSGTpf+h69KlSzRo0IDOnTuzYcOGXKtt9SwynJ9P78dMz4A5DdtioZ9zSeBe60cRl5TAtr6ZL4MVPk3bxgNti0dI8X7N8fKN2tJu5G9Y2P9Xb+1NkD975/3C7RP7kEgkTNp8HINiFalyci9eX7fGwCH/3IzPmniYv3fdxvfYd1jbGGs6nEJN28YDbYlHHhKBPCSC5//4cXLmhnTbNRzTk6K1K6S790FUQCh7f/ofr67co+7QL6g9qHOOPCRPSlTw1x//8NeS85St6MDUee1wdcvZvReUKhXz/01JApd8GcbSEWPVfu/EiROZNGlSjsYjFD7aMh5oazwFSVb3XRFjTN5Ljonl3pxlJEfJcWzbBCNnB0xKFUszWaEwEeOBUNCJBHAWFMQBIau18IQUW7Zs4auvvmLmzJn8/PPPudbPi6g3jDy5FwsDQ2bWb83LqDeExcdibWBEBVsHZJLs/XIevG0yj0Ofc/D7v3I44sJD28YDbYtHSBEYGEhgYCAAx48fZ+68eRg7l8DUxp7o0GBiA54w4qefcHd3p2/fvri4uvLzhqP4RydT69Qeag7ohq65qYa/C/W8iYijS9MV1G9Skomzxe7fmqRt44G2xQNw/9BFjk1Zk2YFlKmjNU3G98G9Rc1M369MVnB+yQ7OL96Bi2dZ2i8YlmMb5d669orxP+0jLDSGEeOa0OHLSjn6sFmhUjL38imOP39ED/viuKFL//79CQsLIyws5e9j0aJF1KpVK80DcTE7T8gJ2jYeaFs8Bcm7e6Dbt28zaNAgXFxcuHfvHiDGGG0RcdWPl5t3kxT5X816XUtzXL9sh2XVChqMTDPEeCAUdCIBnAUFcUAQM4Cz75dffmH27NmcOHECLy+vXOvneVQEQ4/tJkGRjEL1Xw1RG0NjBnnUwcsl65sujdkzlzOPL3Nu+JacDLVQ0bbxQNviET4toxUH165dw8vLi5Zt2tJu3FLCo+LwuniYKoO6IzPQ13Dk6tm6/ipzJh9h8999KVHaVtPhFFraNh5oWzzvKBVK/C/fRR4SgYmdJS6eZbM8k/fFxTvs/XEhSKDjkhE4VymdI7HFxiTy+7Rj7Np6k+ZtyzJuRkuMjPVy5NqQkgSeefE4514947f6rbm8+28GDhyIQvFfHW8XFxcWLlz4yZJYgpBd2jYeaFs8BdXs2bMZM2YM76cexBijGUmRUSRFRhN17xGvdhxIt51zl1aYlSmJrrkpuuaF42dDjAdCQVc45/YLQMpSSB1DfYyszTNsJ9WRIdGRIQ+JyKPI8ocpU6ZQt25dvvrqK0JCQnL8+mFxsTyMCOVi4AtikxPTJH8BQuNimPLPEbbev8HDiFDC4mLVvrapgdgEThA0QSaT0bBhQ7y9vWnYsGGamS9VqlTBx8cH321bub1lIUbGBlyo7MX9P7egUuSPzdU6dauMvaMZqxaf13QogpApqUxKkVrlKde+HkVqlc9WGYciNcvRe/dMzF3s2OQ9keubj+ZIbEbGeoz7rRW/LWrP2ROP6dVpLU8ehubItQFkEimjPBtR3saB/nNn8N1336FQKrEsVxr7up5YlivNq4AAunbtiq+vb471KwhC4ePr6/tR8hfg1atXYozRgNenL3J3+v8yTP4CvNpxgLvT/8fr0xfzKDJBEHKbmAGcBQXtidDnboYiQEBAAB4eHlSpUoUDBw4gzcF6Setu/8v6O1fVbv91uar0Kl9drbaLTq1j/onVPJ10IrvhFXraNh5oWzxC9i1YsIDhw4fzp88O3pRqgMWzxzQjFNcurTUdmlp8fa7z2/hDYhawBmnbeKBt8eQGRWIyx6at4drGw3h4N6XpxL7IdHVy5NrPHocxevAuAvwj+XV6C1p1yLkVWVHxcTi5umJUvAjufb7EwMYq9Vx8aDgP1m5FPyCUp0+fZrg/giCoS9vGA22Lp6BRKBS4ubml2XD7fRKJBBcXFzHG5KGkyCje3LzLiw07M21bpGcnLCqVFTOABaGAEDOACzEP72b03j2T3rtn0nBMz49mAhvZmNNwTE9q/9AFAH1TsanPh5ycnNi4cSNHjhxhwYIFOXrtNsXL8WNV9UpL/FjVizbFy6l9bbO3M4DF8x9B0D7Dhg2jT58+DP6mBxWkobwuWpILoQrCL13XdGhqadelIg5OZqz83zlNhyIIeUamp0PzKd/ScsYAbm47wfZvZ5IQrf7KnIy4lbBmre/XNGpRmvE/7WP+jONcOv+Mg3vu8O+FFygUyswv8glhcbHsOXIYo+JFqDRiAPrWaWsY61tZUvGnAcQ72uDz974srTQSBEEAOHPmTLrJXwCVSsXLly85c+ZMHkZVuOmamyHTV6+0mExfv9AkfwWhMMiZqQlCvvT+7tYOFYrj2bdturXwYkIiOD13E0VqlsO+fNZrzhZkzZo148cff+SXX36hZcuWlCunfiI2M5GJ8Tna7h1TAxOUKiUxiXGY6BtlJzRBEHKJRCJh6dKl3Lhxg++7tmb54ctcqV4PsyM78XKwxaiIs6ZDzJCunoy+g2oz/ddDPPrhNSXdxSxgofCo3K0JFq72+H4/h9XtRuPZtw22pYtkq77wO6EhckJD5HTvUw15VDwb/7zMxj8vp563sjbi6/418KxdFAAbOxNs7Ewyve7+J3eYc3Qv7n1SVnd9uNGcRCpBpVTh3udLZh3di7K4s9orjQRBEIDUjXBzqp3w+ZIio1AkJKjVNuFNFEmRUSIJLAgFhJgBLKTKqBZes0l9sS7pws7B84iPErVjPzR9+nSKFStGr169SEpKypFr7n9yh9V+lzNvCKz2u8z+J3fUvraZfspsblEHWBC0k6GhITt27CAiIoKFP/amuKmM2w1a47duF8mxcZoOL1NtO1fEycWcP5eIWsBC4SAPiSDI70nK6/YTpDoyIl+GcHTyanx6TGZJ7QFcXLkntU1W9lXY4XOdnh3W8nXHdZw5/vij8+FhsSyceZKeHdbSs8NadvhcV+u6bYqXo3ejFhjYWH2U/H1HIpVgYGNF70YtsrTSSBAEAcDR0TFH2wmf7/Xpi2qVfwAI2PE3Iacu5HJEgiDkFZEAFtSio69HxyUjiH8j5/D4laJ0wAcMDQ1Zt24d169fZ8aMGTlyzTbFy7G4SScs9A0zbGemp8/iJp2y9MHM1CBlZlB0vEgAC4K2KlasGBs2bGDfvn28OrIRA0M9rlVryNP1O7V+DNbVk9Hz2xocP3ifoIAoTYcjCLnuus8R1nYYw9oOYzg5cwPxb+RpzseGRXJy5obUNtd9jqh97S7eHqzz/Ror64xX7FjZGLHO92u6eHuodV1rQyM8PCqr1dajciWsDcWKIUEQssbLywsXF5d0HzJByuoDc/OMNyUXco5t/ZqU/XUIzl1aZdjOxqsGAMrEnJncJAiC5okEsKA2C1c7mk/tz91957m987Smw9E6np6e/PLLL0ybNo0bN25w8uRJfHx8OHnyJAqFIsvXszY0wt3KlqFV62XYTk8qo4iZRZY+mJmmzgCWZ9JSEARNat26NT/++CM///Qj5Qgm0s6RqzILQvPBjsxtO1fAyFiPLeuuaDoUQch1Ht7N+Np3xkf7KXzIyMacr31n4OHdTO1r29iZEBuXTHhYxjV4w0NjiY1LVqv8wzu2Ruq1vXDilNrXFARBeEcmk7Fw4ULgE2VmJBIkEglFixala9euRESovzJCyD5dczOMijjj0LwBxQf0RNcy7e8tXUtzig/oSdGenXFs04SQY+eQP3mhoWgFQchJIgEsZEm5dnWp0Kk+Ryb9ScSzIE2Ho3V+/fVX7O3tqVGjBo0aNaJ79+40atQINzc3fH19s3VNL5diTKjdDBvDtJvw2RoaM9ijDjHJSfz+7+kszQhMTQCLGcCCoPVmzpxJ2bJl+d67M7VtdXhWpTY3Tl8n9mWApkPLkJGxHh27VWbn5hvExiRqOhxByFUmdpYkxyUQGxaZYbvY0EiS4xJS92BQV2iIeg9s1W0HKZvAGejopqw0Su8WQgWyhCQWzJnL+evX1L62IAjCO507d2b79u04OTmlOe7i4sL27ds5duwYERER9OrVC6Uye5taCtljWbUCFWf8TOmf+lOs31eU/qk/FWf8jGXVCgA4tmmMcVFnnv21BUW8enWDBUHQXiIBLGRZ00n9MLI2Z++I/6FMzvrM1oIoMDCQq1ev8r///Y9Xr16RmJg22eHv70+XLl2YO3cuV69ezfJGB14uxdjQxpu5DdoytmZj5jZoy/o23nQsVYGfqtfn5MvH7H2sfg1gUwNRA1gQ8gt9fX18fHx4/vw5m34bg6uxlDuN2vBgnS/KHKo5nlu69apGXGwi+3z9NB2KIOQ6dev63t5zNsvXVndW778XXqj9QHjzjUv8cGwnbxLiQMJH71OpVCABhb4uVaaM5Mfli4iL0/4a5IIgaId3n4+uXr2Km5sbmzZtSj23aNEiduzYgZubG2/evGHy5Mns27eP6dOnazDiwkkilWLqXgKrGh6YupdAIv0vRSSRyXDr242kqGhebt2rwSgFQcgJOpoOQMh/9E0MaTtvCBu7jefyn/uoOaCDpkPSuOXLlzN58uRM240aNQqAiRMnMmnSpCz1IZNIqWzn9NHxhq4luB0axB/X/6G0lS1lrOwyvZbJ2xnAUfGiBIQg5Adly5Zl7ty5DB48mDZduxFkWZFbxStjs/sILl1bazq8dDk4mdG4hTub1/xL1x5VkErTrwEoCPmdurN6b245hpNHKSp/2Vit9qEhcowMdbCyNsqwDIShkS67ttwAVPw6vWWGNTcBXh09zcW/VgFgWd6dou1boG/x307virh4dIwMuffXZiLvPyI5Ss4vBhbMnz9frbgFQSjcMvp8NHTo0I+ONWzYkIkTJ+Lp6UnLli1zOzxBTQZ2Nrh2a8fzdTuwqFwOi8piQ1BByK9EAljIFueqpfHs25YzC7ZSokk1bEq6aDokjRowYABOTk4MGDAg07bLly+nXbt2Odr/d5VrcS/8NVP/OcofTTtjpm+QYXtdmQ5GugaiBIQg5CMDBw5kx44dDPrma7afu8kJVQVuHfbF/METTEsX13R46eretzrfdN3AuZOP8WpcUtPhCEKukIdEoGOoj5G1eYZlIIxszHGpXoaDY5chkUClLzJPAu/wuc7KRecybRcXm7IiYNeWm0ilUsZMaZ7hQ5ch/frTtXXb1K+VKhVP46OJTk7CVEcXN30T1gQ9wqR/T4a7lufYvr+ZOnUqXbt2pW7dupnGIwhC4TZgwADat2+vdnt7e3sGDBhA9+7duXLlCsWKFcvF6ISssK5TnYirfrzYtAvT0sWRGWb8WVMQBO0kEsBCttUb3o1Hx6/w9+il9Nw6FamOTNMhaYyjoyOmpqZqtTU1NcXR0TFH+9eVyhhfuykDj+xgzuWTTKnbItOZP6YGxqIEhCDkI1KplD///JOKFSuycsooWv78O/cbtsZu42Y8xg5CZqCv6RA/qWIVZ8pVdGDHpusiASwUWNd9jnBu0fZM28WGRvLg4EUcKhbnwNjlIJFQqWujDN/TxduDBk1SfnYu//Oc9SsvpZkJbGVjxNff1sCzdlEArlx6wYIZJ0hKTGbcb62QyT5d8c3R0fGj+5HqH7QpEV+O7w5t53hiJOPHj+fw4cP07duX69evY2homOn3KwhC4fWpMSYz69evp1q1anh7e3PmzBl0dXVzKTohKyQSCUV7dOL2pN/x3/E3RXt21nRIgiBkg0gAC9mma6BH61mDRCmIt9S9wcnp5O87dkYmjPRswMRzh/n76T3aFC+bYXtTfZEAFoT8xs3NjXnz5jFgwAA6fOmNytqDu2WqY7vzIK7d2iF/+JSkyGh0zU0xKVUsTR03TerYrTIzJxwmODAKe0ezzN8gCPmMh3czSjZJSZ8+/8ePSyv3ppkJbGRjTo1v21G0dsrGOsY25pxf4suBMcsAMkwC29iZpNYALlPBge59Pbl22Z/QEDk2diZU8XRJk+QtU8EBaxsTJo7cR2Kigslz26Kjk72xwMrAiOHV6zPp/GGOvHzE6tWr8fDwYMKECcyZMydb1xQEQUiPpaUlPj4+1K1blylTpjB16lRNhyS8pWdlgUuX1rzYtAsrz8qYupfQdEiCIGSRSAALn8W5ammq9WnN2UXbKNOmNuYumdefLYgCAwMxNjbGzs6OkJCQdNvZ29tjbGxMYGBgriSC6zi50bpYGZZd/4fKto64mFqk29bUwETUABaEfKh///5s2bKFCUN+4H/bD3O2dAWebPuTsMvTCDWzJtHIBL1YObYxb3BoVg+zMikzB3XNTdE110zytUW7ssyfcZw922/Rf4hYOi4UPCZ2lqk1gB0qFMezb1v8L99FHhKBiZ0lLp5lkX4wE7f55H6gUnFgzDJkujqU7+ClVl8ymZTqtYpk2KZl+3Lo6Er59ce9JCYqmLGgPbp62VupVdfZjVbFyrD02nmWNe/C1KlTGTNmDJ07d6Z27drZuqYgCEJ6atasyeTJkxk/fjzNmjWjfv36mg5JeMvGqwbhl2/wfL0v5SYMQ6qnp+mQBEHIAu2YGiTka14/dsPQwpQjk/5Se+fpgmb58uXUqFEjw+QvQHBwMDVq1GD58uW5FstAj9pYGxoz8+IJkpXKdNsZ6RoQlxifa3EIgpA7JBIJf/zxB7XMbdH/32Lcrp4n1tyKUx16c7Vdd/yatOdqu+6cbNuTa1cec3f6/7g7/X882X9MYzEbm+jTom1Zdm25gUKR/rgkCAWFVCalSK3ylGtfjyK1yn+U/IWUndebT/mWil0asH/UEh4d+zdHY2jaqgxzlnbi7InHjBmym+QkRbav9b1HbawMjJh18QTDhv9I9erV+eabb4iPF/cRgiDkvDFjxuDl5UXPnj2JiIjQdDjCWxKplKJfdybxTSQBe45qOhxBELJIJICFz6ZnbEDTid/w+MRVHhy+pOlwNGLAgAFcuXKFK1euMGfOHOzsPp4JXb9+/dQ26mwWl12GOrqMqdmIh29C2XDnarrtDHQNiEsSH9wEIT8qXbo0/qb6fL1jLdKgl9xq1pEE47R1yBOMTbnZrCOPHIvQc8dafO9e10ywb3X8qjLBgdFcOPNUo3EIgjaRSKW0nD6AUk2qs3vIfF5eupOj16/fpCRzlnbi3KnHjP9pH8nJ2XsAY6ijy881G3EvPITdj++yevVqnjx5wqxZs3I0XkEQBACZTMaGDRuIjo7mu+++K7STjLSRgb0tTu2aEXz0DDHPXmo6HEEQskAkgIUcUaqZJyWbVOPolNUkyOM0HU6ec3R0pGrVqlStWpWRI0cSEBDAiRMn2LRpEydOnGDixIlcuHABa2trqlatmmt1gN8pY2XH1+Wq4XP3GnfCgj/ZxlBXn7ikhFyNQxCE3LNo1QqKFynKq/qtUg58uPHj268DG7Vh/ZrV9Bk0MI8jTKt8JUdKl7Vj15abGo1DELSNVEdGuwVDca7qzvb+swjye5Kj16/XqAQzFrbn+KH7TPn5b5TK7CVSylnb06lUBdb4Xca8iDOjRo1ixowZPHz4MEfjFQRBAHB1dWXlypVs376d1atXazoc4T32Teth6OzAi027UWWw4lQQBO0iEsBCjpBIJDSd2JeEyBjOLtii6XA0TiaT0bBhQ7y9vWnYsCEjR47E0tKSCRMm5FkM3mU8KGNtx6yLJ4hPTv7ovKGuAfFiBrAg5Fs2zkX49pdpJJiYfZz8fUciIcHEjGQrV0xt7PM2wI9CkdCxW2VOH3tI6GtRf1wQ3qejr0enZaOwLu7Etm9mEPYkIEev37iFO1PmteXgnjvM+PVgtpPAfSp4Ym1oxO//nmbsL7/g7OzMoEGDxOw8QRByRdeuXfnmm2/48ccfefHihabDEd6SyGQU8e5A7HN/Qs9e1nQ4giCoSSSAhRxj7mxL3aFfcGXtgRyfvZLfmZiYMHHiRNavX8/Nm3kz+00mlTLKswGhcTGs8fv4F7OhnigBIQj52aWgeF5ZFFWr7b+xelwK0vzPe8v25ZDKpBzck7PL3AWhINA3MeSLv37B0NqMLb2mEhUYlqPXb9GuHBNmtmLX1pvMnXI0W0lbQx1dhlevz83XgZwIes7ixYs5evQoW7aIh/+CIOSO+fPnY25uTr9+/cTDJi1iUtIN69pVebXrEMnyGE2HIwiCGkQCWMhR1b9pjU0pVw5PWCWWg3zg22+/pWTJkowZMybP+nQxtaBPher4Prz1USkIAx1RAkIQ8jNFQgLRphZqtY02tUCRoPmfdzNzA7wal+DAbpEAFoRPMbQ0pduacUgkErb3+42E6NiP2igVSl5cuM2dPWd5ceE2yixsrNi2S0V+mdaCreuvsmTu6WzFWMXOmVbFyrDq5kWqN6xPly5dGD58OG/evMnW9QRBEDJibm7On3/+ydGjR1mxYoWmwxHe49y5FSiVvNp1SNOhCIKgBpEAFnKUTFeHZpP6EnjjEX47T3/Wh5SCRldXlxkzZnDgwAFOnDiRZ/12Ll0Rdytb5l4+RaLiv1IQKTWANT8jUBCE7Cl2/wb6/5tMfGgwpDcjRqUiLjQI/f9Nptj9G3kbYDpad6zA/dvBPH7wWtOhCIJWMnWwouufY4kKCGXn4HkoEv/73X3/0EWW1R+MT4/J7B2+CJ8ek1lWfzD3D11U+/qdvT0Y/mtj1iy7wIY/s7d573eVamKoo8vCK2eYP38+crmccePGZetagiAImWnevDnfffcdI0aM4OlTsZmsttA1M8WpQ3NCz14WG8IJQj4gEsBCjnOtUY4yrWtzbNoa/vD6/rM+pBQ0Xbp0oUaNGvz88895toRJJpEyonoDgmKiWH/naurxlBrAmp8RKAhC9hStVxWrmmXZNmsUKvg4CaxSoQK2zxqNVc2yFK1XVQNRfqxug+KYWxjw967bmg5FELSWbWlXOi8bxctLdzj463JUKhX3D11k1+B5RAelLQ0RHRzGrsHzsnR/1aOvJ998X4sFM06wz9cvy/GZ6OkztFo9LgW95DGJTJ48mT/++IMbN7TjQZMgCAXP3LlzsbGxoW/fvijFSlOtYVu/ptgQThDyCZEAFnKUPCSCIL8nWBZ1ICEqFnlwRJrz0UFh7Bo0j4sr9xDk9wR5SEQ6VyqYJBIJs2fP5vLly2zbti3P+nUzt6JHuapsvX+D++Eps+4MdEUJCEHIz3TNzXCrWJ7bJ/axYXRv3oSk3TTqTfArNozuze0T+3CrWB5dczMNRZqWrp6MZm3KcnD3nWxvRCUIhUGRWuVpM3swfr6nODB2OYfHr4JP/cioUl6HJ6wi4MYjte+tBo2oT6dulZk65m9OH3uU5fjqOLlR19mNP67/Q7+BAyhdujTDhg0TNToFQcgVpqam/Pnnn5w8eZKlS5dqOhzhrTQbwp37V9PhCIKQAYlK3KWpLSoqCnNzcyIjIzEz044P0trm7MKtnFu0Xe32dYd2pd6wL3MxIu3Upk0bHj9+jJ+fHzo6OnnSZ7JSyZBjO1GoVCxt2pk1F7czbt98gqb/kyf9FzTaNh5oWzxC3lAoFLi5ufHq1SuQSChWpTamNvZEhwbz9No/qJRKnOzseRHwCplMpulwU928+oq+X2zgj/Vf4VlHvY3sBPVp23igbfHkNz49p/DiH/Vn6Wbl3kqhUDJmyG7On3zCotVdUakkhIbIsbEzoYqnCzJZxnNFQmLl9Du4lZbFylAyJJqWLVuyZcsWvvyy8N3bCerRtvFA2+IRMjdo0CDWrVvH7du3KVpU3ENoi6ertxB1+yEVpo5EZmig6XCyRYwHQkEnZgALOcrDuxktpvVXq22Laf3x8G6WyxFppylTpnD//n18fHzyrE8daUopiOeREWx/cBMDHX0SFclcDfbn+ItH3AgJQKESy3YEIT+RyWQsXLgw5QuViidXznHjkC9Prpx7OwtPwrDaTVDFaVe974pVnHAtasnfu0UZCEHITNt5P+BQqYRabb1GfJWleyuZTMq0+e1wKWrBwB6bGdjDh3HD9zKwhw/t6i/j+KH7Gb7fzsiEXuWrsefRbYrXqEa7du0YOXIksbEfb14nCIKQE2bOnImFhQWDBg0SKw60iHPHlijiEwg8kHd73QiCkDUiASzkuNiI6BxtVxBVq1aNjh07MnnyZJKSkvKs35KWNnQqXYH1t6/wJCaRihW9+fn03/x28TgjT+2j534fzviLjRUEIT/p3Lkz27dvx8nJKc1xe3t7es9Zg1unPrzafVhD0X2aRCKhVcdyHD94n/i4vBsDBSE/kkgkVOraSK22Rpamal83NETOPb8gtq67wuMHoR+VEQ8Jimb0oF2sX3mRe35BhIbIP3mdTqUqUsTMgkVXzzB33jyCg4OZPXu22nEIgiBkhZmZGUuXLuXvv/9my5Ytmg5HeEvP0hyHFvUJOXaWhNdhmb9BEIQ8JxLAQo667nOEM/M2q9X2zLzNXPc5kssRaa/Jkyfz+PFj1q1bl6f99i5fHQMdXc68jkBX1zjNudC4GKb8c0QkgQUhHwgMDOTq1atcvXoVNzc3Nm3alHrO2toat6JFad2oHs/KVeXl9fu8uHZTg9F+rHWH8sTIEzl19KGmQxEErXbd5wiHJ6xSq+2hcSvVvrfa4XOdnh3WsnDmyQzbLZx5kp4d1rLD5/onz+tIpQyr5sW98NfclyYxfPhwZs2axfPnz9WKQxAEIavat29P165dGTp0KGFhItmoLeybN0DHxBh/34OaDkUQhE8QCWAhR3l4N+Nr3xkYWZtn2M7IxpyvfWcU2hIQAJUqVeKLL75g6tSpJCYm5kmfYXGxvIh6k1rqQSKRfLLd/66e5X74a8LixBJOQdBWy5cvp1q1aqmvBg0apJ4LCwvj4sWL9KxXkcjQYG541OLOX5u1aqmkS1FLKlVx4u9dogyEIGTEw7sZvXfPpOGYnhm2azimJ713z1T73qqLtwe/TGuhVttfprWgi7dHuucr2DjQspg7f926xOCRP2FpacmoUaPUurYgCEJ2LFq0iMTEREaOHKnpUIS3ZPp6OHdqyZurt4h+KCYUCYK2EQlgIUeZ2FniVLkkzad+CxJSXh+SQPMp3+JUuSQmdpZ5HaJWmTRpEi9evOCvv/7Kk/72P7nDD8d2EpOUccI5IiGOH47tZP+TO3kSlyAIWTdgwACuXLnyyde///6Lp6cnjnY21LAGeZnK6Fo6EnlDu36mW3eqwIUzTwkPjdF0KIKgtUzsLHGoUJya/dvTcemIjx6ymzpa03HpCGr2b49DheJq31vZ2JlgZKynVlsjYz1s7EwybNO/Yk2kEgmbntxm1qxZbNu2jZMnT6p1fUEQhKxydHRk7ty5rFmzhqNHj2o6HOEtqxoeGBV1wX/rPlTKlElHKqWS6PuPCb90nej7j1OPC4KQt0QCWMgV7i1q0nHJCEztrdMc1zUyoOOSEbi3qKmhyLRLuXLl8Pb2Ztq0acTH5/4mTXWc3GhfopxabduXKEcdJ7fcDUgQhGxzdHSkatWqn3xVq1aNVatW4e/vz5Pzh3EwkvGocRtebv8bZVKypkNP1bR1GSRSCYf339N0KIKQL7i3qMngf5ZT98cvASjfqT4DTy3J1n1VaIic2Bj1ViDFxiSmWwP4HTN9A/pXqsnR5w8p36wRtWrVYtiwYSgUiizHJgiCoI5+/frRoEEDBgwYIDaf1BISqRTXL9sS++IV4RevEXHVj1u/zOLB7yt5+udmHvy+klu/zCLiqp+mQxWEQkdH0wFkRi6XM27cOLZu3Up4eDhlypRhzJgxfPXVVxm+b82aNXzzzTefPBcYGIiDg0NuhCu8x71FTUo19cT/8l3kIRG8uHCbm9tPYFPSRdOhaZWJEydStmxZVqxYwdChQ3O1r/MBz9jzWL0ZgHse38Fc34CSlja5GpMgCLmjUqVK9O/fnymTJ3Oma0/2x1ry3NIR2+PncGjRIPML5AELS0NqeRVjx6ZrWFgaYmNnQhVPF2Qy8XxaENIjlUmpN6QrMh0Zp+f6ULy+B+Xa18vydXb4XGflonNqtZ0x7hCvQ+QMGJZxP83d3Dn49D4L/z3Nd98PpG/vPkycOJHOnTtn+D5HR0ccHR3Vjl0QBAFSytlNmzaNxo0b8/333zNs2LBM3yPGm9xnUtINy2qVeLl1H4rYuI/OJ0VE8mT5BooP6Ill1QoaiFAQCieJSpsKAn5C8+bNuXz5MjNnzqR06dJs2rSJVatWsXHjRrp3757u+94lgFevXk2ZMmXSnKtWrRq6urpZjiUqKgpzc3MiIyMxMzPL8vsLu+SERFY1H45NKVe6rhqj6XC0Sp8+fTh48CBPnjzByMgo1/oJi4slNC6GcWcP8ibh41/G71jqGzK1XktsDI2xNsy9ePIzbRsPtC0eQTu8fv2aUqVK0aNHD5r9NIsXr+XU3rYSj4k/omtmqpGYQkPkqTMJL//znFWLzxMj/28WopW1EV/3r4Fn7aJAyjL1zJaeC2lp23igbfEUFCqVir9HLeHu/n/w3jgR56qls/T+dz+Ll/95nulGcN8NrUtnbw+1fhafvAljwOHtPNzoy/M9h9WKZeLEiUyaNEmttkL+pm3jgbbFI2TdpEmTmDx5strtxXiT+5Iio5A/ecGTZRsybKdjZkLJwb3RszRH11zzP39iPBAKOq1OAP/999+0adOGTZs24e3tnXq8efPm3L59mxcvXiCTyT753ncJ4MuXL1O9evUciUcMCJ/v3oEL7P7hd75c8yvFvCprOhyt8eTJE9zd3Zk5cyYjRozI9f7O+D9lyj9HUKlUn9wIbkLtZni5FMv1OPIzbRsPtC0eQXv8/vvvjBo1in+u+3E6yQG3Gxfx1Iml6NcZz8jLLcsXnlV71iFA/6F1M511KKSlbeOBtsVTkCQnJLGl11TCnwbSa+cMzJ1ts3Wd44fuM3fKMUKColOP2Tua8tO4Jlw4/ZQ9O26xYGUXatcvrtb15p47wvHA5/QxcqB3ly9o3749W7duBVI2bqpVq1aae3gxI6/w0LbxQNviEbIuMDCQly9f0qNHD3R0dFiyZAlNmjQBxHijKQF7jxC475ja7R3bNsGpneY3hxfjgVDQafUay507d2JiYsIXX3yR5vg333xDQEAAFy9e1FBkQna5t6yJi2dZjk9fhzJZ1IR7p3jx4nzzzTfMnDkTuTzjGns5wculGKOre5GUlHbjJSsDQ5H8FYQC5ocffqBEiRL8+tNQqtnp86yiJ/7X7xL7MkAj8XTx9mCd79dYWWe8usDKxoh1vl/TxdsjbwIThHxIR1+XTktHomukz47+s0iQp7+6JyONW7iz9/RAlm30Ztr8dizb6M2eUwNp0tKdn6c0p7ZXMX7+YTf3bgerdb3vazTAVN+Aexb6dOzYMTX5CzB06FA6d+7Ms2fPUuuWi2SMIAjZ5ejoSI0aNdi4cSP37t2jU6dOqefEeKMZtvVr4tSxhVptnTq2wLa+2B9IEPKCVieA/fz8KFu2LDo6aUsVV6pUKfV8Ztq2bYtMJsPKyorOnTur9Z7AwECuXr360ev69evZ+j6E/0gkEpr82pvQR/7c2KL+U8HCYNy4cURGRrJ48eI86a9RkVLcuuVDCwdLRlZvgKWBIUVMLann7JYn/QvZI8YnIav09PSYN28eR48eJfL6SfR1ZTz1as7LrXvRxCIgGzsTYuOSCQ/LeLOW8NBYYuOSRfmHfESMT5phZG1G15VjiHz1mr0/LkSpyN7u6jKZlOq1itCyfTmq1yqSWotbR0fKb4va41bcimH9thHgH5nptYx19RhQuRY7fHewecuWj86/evWKrl274uvrm61YBSGrxPhU8Pn7+wMpszjfJ8YbzdAxUa+MoLrtBEH4fFqdAA4LC8PKyuqj4++OhYWFpfteBwcHfv31V1atWsWJEyeYOnUqly9fplatWty4cSPDfpcvX061atU+ejVooB2b5uR3DhWLU6FzA87M30J8VEzmbygkihQpQv/+/ZkzZ85HNy65QUemg65MhqUOtCjmzijPhlx/HcDRFw9zvW8h+8T4JGRH27Ztadq0KaN/+pHadrq8ci3Jq4g43lzTzA7M72oA51Q7QTuI8UlzbEq50OF/w3ly6honZ2VcczE7DI30WLCqKwaGugztu5XIN5nPNK7v5MaTddvhEw+a3j18+vHHH1EoxIowIfeJ8algUygU6W4AJ8abvPf69EVebNipVtsXG3by+rRY2S0IeUEn8yaa9an6pOqca9myJS1btkz9un79+rRp04aKFSsyYcIEdu/ene57BwwYQPv27T86LpfLxU1CDqk/4ivuH/iH84t30PiXXpoOR2uMHTuWP//8k4ULFzJ+/Phc789AR5/YpHgAPB1caehaguXXL1DToQhm+ga53r+QdWJ8ErJDIpEwf/58KleuzCmfFdi06MuTJm2x2eGLecUySLOxMWp2hYbIiY1JzLwhEBuTSGiIXMwCzifE+KRZxet70GT8Nxyd/BdWxZ3w+Kppjl7fysaY//31Bd98sYERA3xZsq4b+vrpf5Q4e/Ys8tfpT9ZQqVS8fPmSM2fO0LBhwxyNVRA+JMangu3MmTOpM4A/RYw3ecu2fk0sKpcj6t4jXu04kG475y6tMCtTEl1zzWxMLAiFjVYngK2trT85yzc8PBzgk7ODM+Lm5ka9evW4cOFChu3SKwyfF7MyCwtTeytqDezEuf9tw8O7GVbFRC0mABcXFwYMGMC8efMYMmQIFhYWudqfkZ4B8UkJqV9/71Gbfge3suLmBUZ6NszVvoXsEeOTkF0VKlRg4MCBTJ0ymZNffM2heGteWthjd+wcDi0b5lkcO3yuq70J3Ixxh3gdIhebwOUTYnzSvGq9WhL+5BVHJv6JZREHitapkKPXL1LMigUruzCwx2YmjNjHb4s6IJV+ekJGYGCgWtdUt50gfA4xPhVsYrzRLrrmZuiam2FUxBl9G2tebt1LUsR/5YN0Lc1x/bIdllVz9neUIAgZ0+oSEBUrVuTu3bskJyenOX7r1i0g5cNsVqlUKqRSrf62Cw3Pfm0xsbXk5Mz1mg5Fq4wZM4aEhATmz5+f630Z6KZNAFsZGPFtpZocevaAGyGa2SBKEITcM3nyZCQSCcumj6OkuS5PvJrjf+gUSZF59wG4i7cHG3b3ZtiYhhm2GzamIRt29xabwAlCFjUZ14eitSuwc/A8wh6/SredPCSCIL8nar/kIREAVKzizPSF7Tlx6AHzpx/7ZC3xsLhYFO/XdZRIsCxXGvu6nliWKw3vreJTmBgRFpdxTXBBEISMqLuxm9gALu9ZVq1AxRk/U7R3V5BIsKlfk4ozfhbJX0HQAK2eAdypUydWrlzJjh076NatW+rxtWvX4uTkRM2aWdst8unTp5w7d46mTXN2SZyQPboGejT8uSd7hi3g2blbuNWtqOmQtIKjoyODBw9m/vz5DBs2LMsz3bPCUPe/EhDvtCpWhiPPHrDgyhmWN++KnkyWa/0LgpC3bGxsmDhxIiNGjKD390N5ouvI84qe2Ow6hFvvL/ImBjsTbOxMKFPBAeciFsydcoyQoOjU8xIJzFjQnmZty+ZJPIJQ0Eh1ZHT433A2fDGe7d/O5Ovt0zGyNvuo3XWfI5xbtF3t69Yd2pV6w74EoGGzUoye1IyZEw5ja29Kr+/S3pPvf3KHdbGB6FtbYlbCDfc+X2Jg89/9THxoOPfXbCXq8TPWxAaifHKHXuWrZ/M7FgShsPPy8sLFxYVXr1598qGURCLBxcUFLy8vDUQnSKRSbOpUJ/aZP+GXruPUvhm6pqK8lyDkNYlKE1uAZ0Hz5s35999/mTVrFiVLlsTHx4eVK1eyYcMGevToAUC/fv1Yu3Ytjx8/pmjRogA0bdqU+vXrU6lSJczMzLh16xazZ88mOjqa8+fPZ2v2cFRUFObm5kRGRmJm9vGNtJB1KpWKjV9OIDEmjj57ZyOVidnZACEhIRQrVoxhw4YxY8aMXOunyeJeVHJyZ37nX9McfxYZzvdHfPEu6yE+kKVD28YDbYtH0F5JSUlUrFgRZ2dnfl2zl2vBcdTa+AceQ3tjXMw1z+NRKJRcu+xPaIichIRkpo45wPyVXfBqXDLPYykotG080LZ4CotI/xDWdf4VSzcHvlo/Hh19vTTn5SERqbN6AZLiE9nUbQIA3bdMQdcgbXsTO0tM7CzTHPvj99P8ueQfJs9tQ5tO/91bh8XFEh4fy+r9e7iklwSk3btDpVSBBGok6vJNm/ZYGRhhbSh2gi8MtG080LZ4hOzz9fWla9euAB8lgSUSCdu3b6dz586aCE14Kylazu3xc7GqWYUi3h00Hc5HxHggFHRaPQMYUgbyX3/9lQkTJhAeHk6ZMmXw8fHhq6++Sm2jUChQKBRpBvqKFSuyZcsW5s6dS1xcHHZ2djRu3Jjx48dTunRpTXwrwidIJBIaj+vN+s6/cHPrcTy8xexsADs7O7755hvmz59PkyZNsLS0RKFQcO3aNUJDQ7GxsaFKlSrI3pudm15ts4wY6hoQ98EMYAA3cyu+LFOZzfeu09C1JEXMLD73WxIEQUvo6uoyb9482rZty+Brx9ErWo9nDVtivWUP7qO/R5LHZZJkMinVaxVJ/XrTX5c5uOeOSAALwmcyd7Gj8/JRbO4xmQNjltH29yFpkrAfJnTjo/8rw5AYE4dzldKZPpgfONyL0NcxTBlzAEsrI+o0KA6AtaERFgYGPLXQRxKX/NH7JFIJKpWKZxb6FLewQiYREwAEQfg8nTt3Zvv27QwdOpRXr9KWv+nQoYNI/moBXVMTHFo35tXOg9g2rI2ho52mQxKEQkXrZwBrE/FEKPfsG7GYp6ev893xReibihkgAKNHj2bOnDlqt584cSKTJk3KUh9d/xqCsZ4ha3vO/uhcgiKZ7w5vx8bQmLkN2qb50Cho33igbfEI2k2lUtGqVSsePXrE5jM3OBaQiOfOdVRuUw/r2tU0GtuaZRdYtfg8hy/+gJGxXuZvED6ibeOBtsVT2Nz7+x92D5lP3WFfUG/op0u93D90kaOTVyMPDk89ZupgTZMJfXBvkXHJteRkJaO+9+XfCy9YttGb8pUcCQwM5OyT+6wIeACkzPhNfpqMKlqFxFSCTjEdJG83j/vOqTT1iruL2pyFhLaNB9oWj5B1gYGBaTZ3k8vlNGjQAIBFixZx584dVqxYwfr16ylTpky2Js0IOUeZlMztSb9j4GBLqSHfaDqcNMR4IBR04nG7oBXqj/QmKS6B80t8NR2K1hg+fDj9+vVDRyfjifpz5szhypUrDBgwIMt9GOrof3IGMIC+TIdhVb24+TqQQ8/uZ/nagiBoL4lEwu+//86zZ884vuEP7AxlPG7Wjpe+B1HEJ2R+gVzUvG1Z4uOSOHX0oUbjEISCokzr2tQf6c25hdu4vfvMR+fvH7rIrsHz0iR/AaKDw9g1eB73D13M8Po6OlJ+W9SBUu62DOu3jRdPw1m+fDlDfh4NQKJfIpGzIpGvlBOzOQb5SjmRsyJJ9EsEYMjPo1m+fHkOfbeCIBQ2y5cvp1q1aqmvd8lfgKFDh7Js2TKUSiU9evSgWrVqYrzRMKmuDi6dWxHld5+oOw80HY4gFCoiASxoBTNHa2oO6MCVtX8T8TxI0+FoBUdHR2bOnIlCoUi3jUQiYdGiRVSuXDlbT7IN9QyIT0o/2VPV3pmmRUux4sZFIuLjsnx9QRC0V7ly5fj++++ZNnUKVYzjCTex5JWjG4H7j2s0LicXcypXc+bgnjsajUMQCpJaAztSoUtDDoz5A/9/76UeVyqUHJuyBj61HvDtsWNT16BUKDO8voGhLr+v7IqFpSFDvtlK88ZfMG7YJBL9EonZEIMqMm0HqkgVMRtiSPRLpEWdNnzR5evP/A4FQSisBgwYwJUrVzJ8rVmzBoCffvopW5NmhJxlUbUCxiWK8nLbflTKjH+/CIKQc0QCWNAaNb5th5GVOSdnbdB0KFrDz8/vkzvZvqNSqXj58iVnznw8o0cdBjr6xKYzA/idAZVrgQSW3/gnW30IgqC9Jk2ahI6ODkunj6O0hS5P6jUl8NRF4oNfazSulu3LceHMUyLCYjNvLAhCpiQSCS2nfYdTldL4DpyT+rDd//JdooPC0n+jCqIDw/C/fDfTPiwsDVm8phuJiQomjjzGmjG3iN2d8c9w7O5Ybu8wYO9usdJIEITscXR0pGrVqhm+evfuzZAhQ1i2bBkJCZpd6SSk/E5y/bIt8QHBhJ77V9PhCEKhIRLAgtbQNdSnwejuPDh0iRcXbms6HK3wfj2rnGj3IaNMZgADWOgb8l2lWhx78Yirwf7Z6kcQBO1kbW3NpEmTWLVqFfZRz0jQ0eOFZz38t+3XaFxNW5UB4NhBkRQShJwi09Oh09KRGJibsP3bmcRHypGHRKj1XnXbOTiZ8b/VXyKPTURqI0UVnfFWI6poFYadDLmiuKrW9QVBELJr+vTpWFlZ8f3332c4wUbIG8ZurljVrELA7sMo4jKekCQIQs7IVgI4Lk4sBRdyR7l2dXH0KMWx6WszXW5YGKhb1iG7GxkY6OpnmgAGaOFWmkq2jiy8cpb45I938xYEIf/6/vvvKVOmDL/+NITqdvo8LVeF4CeviLx1L/M35xJLayNq1ismykAIQg4ztDCh66oxxIZHsXPQPAwtTdV6n4mdpdp9lHS3ZexvzSFcvQSLXXAChxYv584d8fMuCELuMTU1ZdmyZRw8eDC1JISgWc4dW6CITyBw/zFNhyIIhUK2EsBOTk788MMPXL9+PYfDEQo7iVRKk3G9CbnzjFs7Tmo6HI3z8vLCxcUFiUTyyfMSiQRXV1e8vLyydX1DXYN0N4H7sJ/h1bwIjYthjd/lbPUlCIJ20tXV5ffff+fkyZOEXj6CgY6MZ83a8nLrPpRJmnvg07J9Oa7/60+Af6TGYhCEgsiqmCOdl43i1dUH3Nh6HFMHK/j0bQZIwNTRGhfPslnqI/BJFEqlegng5+eVFDGrzfDhw8WsPEEQclWbNm3o3bs3P/74Iy9fvtR0OIWenpUFjq0bEXzsHHEBwZoORxAKvGwlgBUKBUuXLqVatWp4enqycuVK5HJ5TscmFFLOVUpTrn09zszzIUFeeGebBwYGcuPGDYYNG5bhB6KhQ4dy48aNbJWBMNTVJ06NGcAALqYW9Kngie/DW/iFio36BKEgadmyJa1atWL0iOHUsdfF364IgbomBB85DYBKqST6/mPCL10n+v7jPNmwo2GzUhga6bJ/p1+u9yUIhY2rZ1nazR/C/QMXsC3rlnLwwyTw26+bjO+DVJa1jwxdvD1Y5/s1RsZ6GbYzszLAZLAJnSa05/Dhw/j6+mapH0EQhKxasGABJiYm9O/fXzx00gL2zeqjb2PJy817xL+HIOSybCWAg4KCWLlyJZ6enly5coWBAwfi6OhI//79uXjxYk7HKBRCDUZ1JyE6lgvLdmo6FI1Zvnw51apVY9SoUem2UalUjBo1imrVqrF8+fIs96HuDOB3OpeuQBkrO+ZePkWCQpSCEISC5Pfff+fFixccWbsYFxMdHjVvz6sDpwg5cZ6bv8zmgs9B/jl5gws+B7n5y2wiruZuYtbIWI+mrcuwb8cttWcSCoKgPveWtWg+uR9PTlylfAcvTOys0pw3dbCm45IRuLeomeVr29iZUK6yE5PmtP50A0nKa9y0lnSoX5GbZkm06fYFw4YNIzo6OhvfjSAIgnosLCxYuXIlhw4d4q+//tJ0OIWeVFcH127tib7/mIgrtzQdjiAUaNlKABsZGdGvXz8uXLjArVu3+OGHH9DX1+fPP/+kTp06VKpUicWLF/PmzZscDlcoLMycbKjRvz2X/9zPm5chmg5HIwYMGMCVK1dSX5cuXWLgwIEA/Pjjj1y6dCnN+QEDBmS5DwNdfRKSE1GqOZtPJpEy0rMhIbFy1viJHVsFoSApU6YMgwcPZvr06XiowpDrGvDarQRXLtzjRCtvrrbrjl+T9lxt150Trby5cOgSQYdPEfviFUmRUbkSU/uuFXn1MpKrl8QyTUHIDVV6NKf24M7c3nWGOj90Tj3e9a+xDDy1JFvJ3/c1buHO7KUdMTZJOxPY3sGU2Us60riFO/0r1cRAR5fSfb8iPDycSZMmfVafgiAImWndujV9+vThp59+EqUgtIB5BXfMK5fDf/t+FPHqrU4VBCHrJKocmmefmJjI9u3bWblyJadPpywZ1dfXp2vXrvTv3z/bNUq1SVRUFObm5kRGRmJmZqbpcAq8xJh4VjYbhnNVdzou/knT4WgFlUpFnTp1SExM5PLly0il2XqGk2r79YN8t3kcL6ecwVjPUO33bb1/g1U3LzK/UXvK2zh8Vgz5lbaNB9oWj5A/hYeHU6pUKaZ37o5FrdYYRkZwr37LlJPv1yJ/e+tQ6cgu7J49wLFtE5zaNcvxeFQqFZ2brKRiFSemzGub49cvqLRtPNC2eIS0VCoVB39Zzs3tJ+DtbPvht9ahZ2SQY30kJyuYOHI/h/bepUdfT4aOaYjsvbIS5189Y+L5w5QPlrP4x9FcvXqVSpUq5Vj/gvbQtvFA2+IR8s6bN2+oUKEC5cuX5+DBg+nuuSLkjYTQcG5P+h37JvVw7tRSIzGI8UAo6D4ve/QePT09unfvzq5du1JrlsbHx7NhwwYaNmxI5cqV2b9/f051JxQCesYGNBjVg/sHLvDk9HVNh6MVJBIJs2fP5urVq2zZsuWzr6cvS5mRs+3aAc4+/heFUqHW+7qUroi7lS3z/j1FfLIoBSEIBYWVlRXTp0/nt4P7sdKN5Wm1uiknPvxQ9Pbr+3WaYPpVZwzr1MiVeCQSCW27VODYwfvIo8WMEEHISfKQCIL8nhB8+ykeXzXFuWrp1HPBd54R5PckzUseEpHtvnR0ZEyb344vv67KptWXObzvbprzdZzdqO9SnJeu1pStUpmBAweqvTpJEAQhOywsLFi1ahWHDx9m8eLFmg6n0NO3scKhRUOCj5whPui1psMRhAIpx2YAnzt3jlWrVrFt2zbi4uLQ1dWlY8eONGnShG3btnHs2DEgpa7pt99+mxNd5jnxRCjvqVQqtvSaxpsXQfQ9MC9HZ6PkZ+3bt8fPz4+7d++ir6+frWvs9TvOT74zCIt9k3rMydyO39qNpF2Fxpm+/3lUBIOO+NKymDtDqtbLVgz5mbaNB9oWj5B/KZVKvp3xB7Uq1SHC2S3T9pavnlGuehnqOam/iiArggKiaFf/D36d3pKO3SrnSh8FjbaNB9oWj5Di7MKtnFu0Xe32dYd2pd6wLz+rT6VSxdSxB/h7px+//a8DjVu4p56LiI+l38FtFJHqsbBDd1asWEH//v0/qz9B+2jbeKBt8Qh5b9iwYSxfvpzLly9TsWJFTYdTqCkTk7gzZQG6FmaU/qk/ks9c7ZpVYjwQCrrPSgCHhYWxbt06Vq1axb1791CpVBQvXpz+/fvTt29fbG1tU9teunSJ5s2bY2dnx4MHD3Ik+LwmBgTNiHgWxF+tR1ClZwsa/9ILpUKJ/+W7yEMiMLGzxMWzbJZ3p87v7ty5Q6VKlZgxYwajR4/O8vv3+h2nz4bRfPjD/26O35qes9VKAu9+dJvF184xtW4LajkVzXIc+Zm2jQfaFo+Qv/3j94B1mw/g1qlXpm0rKyOpUt4FeyOdXIvnhz5biI1J4q9tPXOtj4JE28YDbYtHSCEPifhoVm9CdBwHxy0n/o2cVr8NxMzJJvWciZ0lJnaWn92vQqFk/E/7OHbwPtMXtKNpqzKp544+f8isSyewuvqAQ3+s4vbt2zg7O392n4L20LbxQNviEfJefHw8np6eAFy+fBkDAzHhSJOi7z/mwe8rKdKjE7b1P68OfVaJ8UAo6LL1ae3YsWOsXLmS3bt3k5iYiEwmo0OHDgwcOJDmzZt/8j01atSgTZs2bN269bMCFgofSzcH6g79gtPzfDC2seDK2gNEB4Wlnjd1sKbJhD6fvVFJflKuXDkGDRrE1KlT6dWrFw4O6tXhDYoKJSAyhJG7Zn6U/AVSj43cNRNncweczO1wMLP5RMsU7UuU43LQS+b9e4oVzbtiaWCU9W9GEAStE6Eyxq2DesnWG5iifBxM64q5l6Tp8EUlxg7dw6P7rynpbpv5GwRByFR6Cd2eW6ayqfskjk5ZTY8tUzB3ztmfOZlMypR5bZFKJfw6bA+KZCUt2pUDoEmRkvwT8JwrOrqY7rRj4MCB7NmzR9TmFAQh1xgYGLBp0yY8PT35+eefWbhwoaZDKtRM3UtgXbc6/jv+xrxiGfQszTUdkiAUGNmaNtmsWTO2bt2KnZ0dkyZN4vnz5/j6+qab/H3H1dUVFxeXbAUqFF7ykAiK1CqPkbU5J2dtSJP8BYgOCmPXoHlcXLnns2vU5SeTJ09GX1+fsWPHqv2eNRd30HRJL17LwzNs91oeTtMlvVhzcUeG7SQSCSOqNwAkzLl8imSlghshARx/8YgbIQEoVKJ+nyDkR2Gb1+K5cz2S6DepG759RKVCEvUGz53rCdu8NlfjadisNNa2xuzYdC1X+xEEAYxtzPlq3Xhkujps7jmF6OCM7xmyQ0dHyuS5bWjZvjzjf9rH37tuAyn3FcOq1kNfR5dm035h3/79bNy4Mcf7FwRBeF/FihWZPXs2ixYt4sCBA5oOp9Bz6dIaqZ4eL3x2kUMVSwVBIJsJ4FatWrFnzx6ePn3K+PHjcXR0VOt9M2fO5OnTp9npUijErvscYX2XX4l5/SbDdidnbmBthzFc9zmSN4FpmKWlJdOmTWPNmjVcunRJrfe0Kd+QfrW+UKttv1pf0KZ8w8zjMDBklGcDLge9pOue9Yw8tY/fLh5n5Kl99Nzvwxl/8TMvCPlNo95fYlKvHL7zxqasDPjw5lulQgXsWTgOk3rlaNT78+qCZkZXT0anbpXZv/M2MXKxGZwg5DZTByu+Wj8eRWIym7+emisP12UyKRNnt6Zd14pMHLmPPdtvAmCmb8BIzwa8VCXS8ZcRDB06lKCgoBzvXxAE4X1DhgyhVatW9OnTh8DAQE2HU6jpGBtRxLsDkTfuEnHllqbDEYQCI1sJ4P3799O2bVukeVyUWyicPLyb0WKaepuAtJjWHw/vZrkckfbo378/lSpVYsiQISgUikzb7799kj8vbFPr2n9e2Mb+2yczbBMWF8vDiFCeRaV8MIxJSkxzPjQuhin/HGHr/Rs8jAglLC5Wrb4FQdAsl9IliTXS4+K+LWwY3Zs3IQFpzr8JfsWG0b05t3sTsUZ6uJQumesxdfqqMgnxSakzBQVByF3mLnZ8tWECSTHxbPKeRFRgWOZvyiKpVMKv01vS2duDKT8fYPvGlFn+ng6udChZnoQq7hg7OzBo0CAxC0wQhFwlkUhYvXo1MpmMbt26kZSUpOmQCjXLqhWw8CjPy817SI4RnyEFISdkK4Mrk8no169fpu369++Pjk7ubQojFA4mdpboGau3u7yesWGObFCSX8hkMpYsWcKlS5dYvnx5pu371OzC0cHrsDWxyrCdrYkVRwevo0/NLhm22//kDoOO+rLy5sUM2628eZFBR33Z/+ROpjEKgqAd3s1+uX1iH7PaVWbFgHb4/PotKwa0Y1Z7D26f2JemXW6zdzSjftNSbNtwTSSCBCGPWBVzpPvmySiSkvHpPonIV69zvA+pVMKYKc3x7lONmRMOs/J/51CpVHxbsSYOxqbUmzCCXXv34uPjk+N9C4IgvM/e3p5t27bxzz//MGbMGE2HU+gV6d4BVXIyLzfv0XQoglAgZCsBrFKp1P7wJT6kCZ9LHhJBYkycWm0TY+IKTQ3gd+rVq0f//v0ZO3YsAQEBGbZ1MLOhqms55nYcgwT4cEuVd8fmdhxDVddyGW4AB9CmeDl+rOqlVpw/VvWiTfFyarUVBEHz3i/vpFIqeXLlHDcO+fLkyjlUSuUn2+W2L3pU4cnDUK5d9s+zPgWhsLNwtaO7zyQANn01kYjnOV+OQSKR8NO4JgwaUZ/lC84ye9IRdCVSxtZsQqRURZupY/n+++9FKTlBEHJd3bp1mTt3Lr///jvbtqm3clLIHbrmZrh6dyD80nXCL9/QdDiCkO/lag2HyMhI9PX1c7MLoRC47nOEQ+NWqtX20LiVhaYG8PtmzpyJgYEBw4YNU6t9uwqNWdNzNo7mdmmOO5nbs6bnbNpVaKx235GJ8TnaThAEzQsMDMTY2Bg7O7sM29mbmGEkleXZLGDPOkUpWtyKLeuu5El/giCkMHe2pbvPZHT0ddnUfRJhTzJ+4JwdEomEvoNqM25GS3Zsus4vw/ZQ1MiCgZVrE1/CBdcGdejevbtYli0IQq4bOnQo3bp1o2/fvty7d0/T4RRqVjU8sKxeiRebdpIY/kbT4QhCvqZ2AvjFixepLwC5XJ7m2PuvJ0+ecODAAQ4fPkyJEiVyLXihcPDwbkbv3TNpOKZnhu0ajulJ790zC1UN4HesrKyYP38+27dvZ9++fWq9p12Fxtz4eS+OZra0KOvFnv7LuP7zniwlf/c/ucNqv8tqtV3td1mUgBCEfGL58uXUqFGDkJCQDFpJ6N6+Bxd+W8TyZcvyJC6JRIL3N9U5cegBL58VrtUegqBppg5WePtMRt/UiE1fTSTI70mu9NOxW2VmL+3E2eOPGdp3G43sStDQtThuvbrg9+IZkydPzpV+BUEQ3pFIJKxatQpXV1c6d+5MdHS0pkMqtCQSCUW6d0Sqp8ezNVvTrEITBCFr1E4Au7m5UaxYMYoVKwbAjh07Ur/+8FWqVCnatm1LVFQU/furt3mXIKTHxM4ShwrFqdm/PR2XjsDUwTrNeV1DfTouHUHN/u1xqFC8UNUAfp+3tzctWrRgwIABRESolxiRSWXYmljhbG5PvRLVkUllWeqzTfFyLG7SCQv9jGs0W+obsrhJJ1ECQhDyiQEDBnDlyhWuXLnCnDlzPpoJbGBgwJDZf+D04xSqVKhOj0o18iy2dl0qYmllxPpVl/KsT0EQUpjYWtB90yTMXWzx6T6JZ+du5ko/DZuVYvHaL7l3O5hvu22km31lbIxNaTJrPDPnzeXkyZO50q8gCMI7JiYm+Pr68urVK7p3767WhttC7tAxNsKtz5dE339C0MFTmg5HEPIttRPA9evXT30B2NnZpTn2/qtp06b06tWLHTt2MHTo0FwLXih83FvUZODpJXhvnEi7+UOp+V0HkuISSI5L0HRoGvfuSXVMTAxDhgxR+32m+sZEx8dkq09rQyPcrWwZWrVehu0GVK6Fu5Ut1oZG2epHEIS85ejoSNWqValatSojR44kICCAEydOsGnTJsaMGUN8fDxVHIwxM9TlXqfuRJy4iPzx8zyJTV9fh6/6VGPfjluEvpbnSZ+CIPzHyMqMrzZMwKV6Wbb1+407e87mSj9VPF35a1tP4uOSGNRtM18ZV0JhZECDCSPp2bNnJisUBEEQPl+ZMmXYsmULf//9N6NGjdJ0OIWaWdmSOLRqRMCew0Q/yJ0VKIJQ0ElU2dilTSqV0qdPH/7666/ciElrRUVFYW5uTmRkJGZmZpoORyBlk8H9I5fw4PBFeu+aiXUJZ02HpHHr16+nV69ebN++nS5dumTa3nvNcKQSCRt7//5Z/Z7xf8rS6+cJjfsvmWypb0hMUiIedk5MqdsCmTRXy47nKW0bD7QtHqFg++abb9i6dStHL17jfKItTq+eUPb0Qcr9OgQ9i9z//y86Kp62Xn/wRc+q/DCqQa73l99o23igbfEIOUORlMzBX1fgt+MkDUf3oMZ37ZFIPtxe9vNFhMUyatBObt8MpNvo6uw3eUDQ3qPY+ody+PBhdHR0crxPIfdo23igbfEI2mnx4sUMGTKEZcuWMWDAAE2HU2ipFAoeLPiT+KDXlBs/FF0z0xy9vhgPhIIuW9mYp0+fMmfOnJyORRCyTCKR0HzKt5g62rBz0FwSomM1HZLG9ezZk06dOjFw4ECCg4MzbW9qYEx0QvZmAL/Py6UYG9p4M7dBW8bWbMzcBm3xadeDSXWb82+wP8tu/PPZfQiCoB0WL15MsWLF6N25LV628MKpOP4ly/Nk+QaUycm53r+pmQGdvT3YtuEq8mixAkQQNEGmq0PrWd9Te3BnTs7eyN8//0FyQs5v0GZpbcTSdd1o0bYsG6ZdpNhFU+xbN+FObCRjx45FoVBw8uRJfHx8OHnypFimLQhCjvvhhx/44YcfGDx4MHv27BHjjoZIZDKKf/sVoOLpqs2oxN+7IGRJthLARYsWxdraOvOGgpAH9IwN6PzHSKKDwtk3cnGhLwwvkUhYvnw5UqmUr7/+OtMbEhN9oxxJAAPIJFIq2znRuEhJKts5IZNI8XRw5Ycqddn16DZb7l3PkX4EQdAsY2Njdu/eTWhoKBO/646HjS53q9cnIE7Jyy17ycbioizr/k11EhMVbFl3Jdf7EgTh0yQSCfV/+oq2vw/h7t5zbP56CjGhkTnej56+DhNnt2b4r425seclsvXJVOz/LUs2rsPO3p7OgwcwfMl8Og8egFuxYvj6+uZ4DIIgFG4LFiygU6dOdOnSBUdHRxo1akT37t1p1KgRbm5uYtzJI7rmZhT/1pvoh0/x3/63psMRhHxFrTVT69atA6BTp06Ympqmfq2uXr16ZT0yQcgC6xLOtF8wjO39Z3F24Ta8hnfTdEgaZWtry6ZNm2jWrBkzZsxg/Pjx6bY11TdGnpC7M6fblShHWFwsq25dwlTPgNbFy+Rqf4Ig5L4SJUqwZcsWWrZsSaVl06nYeyy32nZDb/MqDOzOYt/MK1f7t7U3pWt3D9atuEgXbw8srESNcUHQlPIdvLAs6oDvwDms6zSWTn+MxKFC8RztQyKR0KOvJ86lLZj60wH8p1/CxNUZ9z5fYmBjldouPjSc72dPI0AeRYt2bbEyMBJ7EAiC8NlkMhldu3Zl+/btvH79Os25V69epZ7r3LmzhiIsPEzdS+DarR0vfXZj4GSPrVfebUYsCPmZWgngPn36IJFIqFWrFqampqlfZ0alUiGRSEQCWMgTJRpVpcFIb07N2YR1CWfKtc94Y7KCrkmTJkyYMIFJkyZRt25dGjdu/Ml2n7MJXFb0Ll+NqMR4Fl45g6meHl4uOfvBUBCEvNesWTPmzp3LTz/9xAr3chhUa49f197obFqBnpUFltUq5mr/fQfVYc/2W/z1xz/89GuTXO1LEISMOXmUopfvDHZ+P5cNX4yn6YRvqPxVkxyvC3xb5xWq/jpEr31MpaEf1+LUt7Kk4k8D+G3Fn+zSj6dT0TIMrtUwR2MQBKFwCQwMxN/fP90N7t+tfBo0aBCurq64uLjg6OiYlyEWOnYNaxMfEMyLTbswsLfBtLT4bCkImVErATxhwgQkEgk2NjZpvhYEbVNzQAfCHvmzf/QSjKzNcaubu8kHbTd+/HjOnj1L9+7d+ffff3FxcfmojYm+MfIcKgGREYlEwg9V6iJPTGDGheOMqy2lrrNbrvcrCELu+vHHH3nw4AHff/sNW/cd4qVDNe527onOmnWUsTDDpETRXOvb0tqIXt/VZNXi83zVuzpOLua51pcgCJkzc7Khx9YpHJu2lkPjVuD/7z2aT/0WPSODHOvj1dHTXFi6hGrjh6ccUEHSkyRU0SokphJ0iumACop3acP54ROpMWgwiASwIAifYfny5UyePDnTdsHBwdSoUYOJEycyadKk3A+skHPt1o74oNc8/mMd7iMHYujsoOmQBEGrSVR5UaivgBC7QuYPiqRkdvSfxatrD+juMxn7cm6aDkmjgoOD8fT0xMbGhjNnzmBsbJzm/MZ/9zBk+xRCpl9AR5b7O2knK5X8dvE45149ZVztptRzLpbrfeYGbRsPtC0eoXBRKBR06dKFw4cPs/PEBW7puuIQ9ILyR3fhPrw/Rq5OudZ3XGwiHRuvoEZdN6bOa5tr/eQn2jYeaFs8Qt64vfsMh35dgbmLHe3mD8GurFuOXPf69ess3LYJf4+SJPolErs3FlXkfx9nJOYSjNoZoVdBD5frjxj2RXc8PDxypG/h82nbeKBt8Qja6fr166xcuZKlS5dm2nbQoEH0799fjDt5RBEXz/25y0mOluM+aiD6ttnfq0qMB0JBl61N4ARBm8l0dei4ZARWbo5s6zuD8KeBmg5Jo+zt7dm3bx8PHz6kZ8+eKD/YJM9EP6UuXkxiXJ7EoyOV8kvNxni5FGPaP0c59fJJnvQrCELukclk+Pj4UKVKFXq0aUwlaSgB9kW427ANDxb8SVxAcK71bWikx3dD63Fw921u3/xvvFcolPx74QUH99zh3wsvUCgK9wahgpDXynfwotfO35BIJazr/AsXV+xBmQM/h7t27eLAqZMk+iUSsyEmTfIXQBWpImZDDIl+iRw4dZJdu3Z9dp+CIBRuu3btUiv5C7B06VIx7uQhmaEBpYb1Raqvx8OFf5EUGa3pkARBa2UrAfz1119z6NChjxJJgqAt9IwN6PrnGPTNjPHpOZmIZ0GaDkmjKlWqxKZNm9i9ezdjxoxJc85U3wSA6DwoA/GOTCplTI3GNHQtwfQLR9n7+E6e9S0IQu4wNDRk3759FC1alB7N6lBZJ5yXziW4X6cp9+evIj74deYXyaYOX1aidDl7pv9ykOQkBccP3add/WUM7OHDuOF7GdjDh3b1l3H80P1ci0EQhI/ZlHKh187fqNa7NSdnb2Rzz8lE+od81jUHDBjA/Gm/Ebs34w1sY/fG8vu0GQwY8HGdYEEQhKwYMGAAly5dws7OLsN2lpaWXLp0SYw7eUzXzJSSQ74hOTaOuzMX8+b6bVQiVyUIH8lWAnjjxo20bt0aR0dHhg0bxsWLF3M6LkH4bMY2FnhvmICekQGbekwq9Engdu3a8fvvvzNnzhxmz56devzdDOC8TABDShJ4dI1GdCpVgUVXz7LG7zKiIo0g5G+WlpYcOXIEFxcXvm5Wm4o6ETxzK8Pd2k24N3cFsS8DcqVfHR0p46a35NH910we8zejB+8iJCjtDJCQ4GhGD94lksCCkMd09HVpNKYn3hsnEun/mj9bjeDy6v3Zng38IiiRh+cSP5r5+yFVpIo1v97l8pXce/gkCELh4OjoiKenJ3/88QcSieSj/ZDefR0ZGcnt27fFBnB5LOKqHw9+X4kiJpak8Ege/7GeW2N+I+Kqn6ZDEwStkq0awFu3bmXTpk0cPHiQxMREJBIJxYoVo2fPnnh7e+Pu7p4bsWqcqAmTP8lDIvDpPonE2Hi+XP0rtu5FNB2SRo0fP55p06axZMkSBg0axN3gx9Sd342D3/9FjaKV8jwelUrF1vs3WHXrEk2KlGR49fro50Et4s+lbeOBtsUjFG5hYWE0adKEly9f8uffZ3ig44hTwFPKHd9H6cG9MCnpluN9hobIWTjzBAd2Z7yiwMrGiAUrumDnaIaNnUmOx6ENtG080LZ4BM1JiI7l9LzNXN1wCIcKxWk5/Tvsy2dtL4D27ZcTcPtNlt7Te0BN+g2ug5GxXpbeJ+Q8bRsPtC0eQfv5+voybNgw/P39U4+5uroyb948jh49yooVK/j111+ZPHkyMplMg5EWDhFX/XiyfEO654sP6Ill1QpqXUsbxwOVSoVSqUShUGg6FEEL6ejoIJWqP6/3szaBi4yMZNu2bWzatInTp0+jVCqRSCRUq1aNHj160K1bNxwcCs5OjNo4IAjqkb9+w7a+M4h8GUKXFaNxrVFO0yFpjEqlYvjw4SxcuJC//vqLZp1aUWlmW7b1/R9NStfWWFwnXz5m7uWTFDWzYlKdZtgaaXdiRtvGA22LRxAiIiJo3749V65cYdWeY7yyLINtWADl/t5B6T5dsPAon6P9LV94lpWLzqndvv/QugwYVi9HY9AW2jYeaFs8Qt5TKpT4X76LPCQCEztLJDoyDo9fSdjjV1Tt2YK6Q7/A0EK93/sXrz3nyN932fXXjUzb6tbTIeG+P/qRTlhaGfH98Pq07lQemUxsg6Ip2jYeaFs8Qv6gUCg4c+YMgYGBODo64uXlhUwmQ6VSMWfOHMaOHUuLFi3YuHEjlpaWmg63QEqKjCIxIpJHi9eSHC1Pt53M2IhSQ79Bz9IcXfOMf8a1aTxQqVTI5XIiIyNF8lfIkImJCVZWVh+tTPiUz0oAvy8wMBAfHx82bdrE1atXgZRNYRo1asThw4dzoguN06YBQci6hOhYdn4/F/8r92kzdzBl29TRdEgao1Kp+P7771m+fDm/zZvF7JCtrO4xkw4Vm2o0rocRoUw8d4hkpZIxNRtT1d5Zo/FkRNvGA22LRxAA4uLi6N69O3v37mX+2m0kl2uIoTyKCrs2UqJpbRxaNlTrZkUdoSFy9my/ydJ5ZzJtO2iEF+27VhIzgAtpPELuk4dEIA+JAOD5P35cWrmX2LDI1PNG1uZ49m1DdHA4N7ceR6Yrw2v4V3h0b4ZMN/NVQAqFknb1lxESHA2f+iQjATsHUyqOd+Rq1GuCfc9Rg/pcvxTK/9m77/Aoqi6Aw7/dTa+kJ9SEFkoINUjvvUuxIEooCoIUBcFCUUBBBAEVFJGmIBaqdKSE3ssnoQoSagoJIZW03fn+iFlY0nZDQgI57/PMIztz586dSXKdPXPn3Iq+brzzfnMatyifb/2PMF5R6w+KWnvE82HHjh28+uqrlChRgj/++IM6deoUdpOeOzf/2ETEzgNGl3dv04QyfbrkWKYo9QdRUVHEx8dja2uLjY0NGo1G/p8lDCiKQlJSEvfv38fOzg4XF5dc98m396y9vLx47733eO+99/jnn3+YPXs2P/zwA7t27cqvQwjxRCztbei9+EO2fvgdf46cS8T5EJq+9wrqYjgKRKVS8d133+Hg4MCHY8Zj19WHA3v306Vay0J9VamSkyvz2/Rk+tHdfLBvM69UqcVr1epwMSqCqKREXKxs8HPzRKMqfj8zIZ5F1tbWrF69mnfffZeR/Xoy7P2P8es3lpMvDyZ5028k3QmnbL+eaCzz57XsEk42+VpOCJE3Z1b9xcGvV2e7PTEqhr1f/qL/7Fzem51Tl3Fq5Q6avvsyvu3ro8rhlUaNRs3YSa0ZN3w9qDAMAv/3/XjsxNa0aFeZH08e5PceOs6cP0fHKhUJv2jF6MGrqVO/DG+OaEy9hmXlS7UQIl+1a9eOEydO0Lt3bxo0aMC0adMYO3asSa9qi/yVeOMOiqI8E/29VqslISGBEiVK4OjoWNjNEUWYpaUlAPfv38fJySnXPibfRgADxMXFsWbNGn755Rf27NmDVqtFpVI9N0PWi9ITIZF3iqJw7MeN7J25knKN/en61QhsnIvfzzOr/FWlSpXi66+/pmfPnoXYMtApCr9dPMPS4ONoVGrSlIcTxbha2zKsViOaljYtZ2B+K2r9QVFrjxCPW7p0KUOHDqVBsxb0n7WCyFQNFU4fpPKtf/Bq1xS1uTnmjvbYVfLJMfCTHUkB8VBR6w+KWntEwYuPiCY2NIo1b35hMPL3cTaujvT6YTwOXi4kRMYQNHMlIfv/h3vVcjQZ9RIV29TL8cv67u2XmDVll8Gkjx5e9oyZ2JpW7R/OSXL89nUmBm0iMT6BUlfDGNRyEMu+O87Fc+H41ynF4Hca0bCZT6ZjabU6Th+/RWREPK7udtQOKF2s00doFR3Bd8Oe6KF8UesPilp7xPMlJSWFiRMn8uWXX9KiRQsWL16Mj0/hfod5XqTGxHL/7wvcWLEu17J2vhWIv3QVp4CalOvXE42VZZblikp/kJKSQmhoKJ6envoAnxDZSU5OJiwsDC8vLywsch5U88QB4NTUVDZv3szKlSvZvHkzycnJKIqCt7c3ffv25bXXXqNq1apPcogio6h0CCJ/hBz8mz9HzUNjbkanmcPwaVqzsJv01Kxdu5bevXuT1Z+/SqVi9erVhR4E3n/rGlMO/5Xt9kkN2xZqELio9QdFrT1CZOXYsWP07t2buPgEPv91G5axWqoe2IHFg0R9GXMnR8q81NXoCTsyREbEExkRz/HD15k3IyjbcqM+aEFAw3K4uttJCohi2h7xdNw4co5Vr32aa7lXV06mbIOHOcFvnbjI/q9+48bRc3hU96H+m92o0rEBarOs31AyNkgb9SCRdzesJFSjEH/8b77s1Q8S3Vg8/xBnT9+hclV3Xu5flw7dqmFpafZfcHknEWEPc0u6e9oxdlIbg+BycbH/1jUWnDlE5IME/bq8PJQvav1BUWuPeD7t3r2bAQMGEBkZyZQpUxg1ahRmZkV/0uuiTtHpOPvRF6RGZ/+g0dzJkRqfjyf6VDDXf1qNeQlHfAa+hK13mUxli0p/kBEANiagl10+alOtXr2aPn368Ouvv/Lyyy8bbKtZsyZ///0327Zto3379gbbKlSogKOjI6dPn871GM2bNycoKMjktomcmfL7kucA8J49e/jll19Ys2YNMTExKIqCq6srffr04bXXXqNRo+cvv2pR6RBE/okLv8fm9+dz/eBZfJrWpO6ATvg0qflcp4XQarV4e3sbjPx9nKurK2FhYYWSDiLqQSKRDxKYcGAb95MfZFvOydKaqU064Gpti4u1aa9za3VaDl87TXhcJB72rjT0qY1Gbdq5FrX+oKi1R4js3L9/n2HDhhF2+CQz270I6N/YNmDKrM2Py2pUoLunPWMntS4WgZui1h8UtfaIp+P8nwfY+O7XuZbrOmck1bplHo1//XAwh79bx/WDZ3Es7Ua9AZ3x79MKC1urPLdJURSWHNnLqn/PkRwbh3+Cji+HjSb4dASrlp3gwJ6rODpZUzugDHu2X862npkLehTZviQ/Ruk+Lj8fyhe1/qCotUc8v+Lj45kwYQJff/01NWvWZO7cuTRv3jzb8vkV2HveRZ8K5t+FK7Ld/uj9ZFJYBNcW/0birVC8OrXEq1MrVI9c06LSHxgb0Mvqjd7SpUszb948kwdzRUZG4u7uzltvvcX333+vX3/v3j1cXV2xsbHhnXfeYcaMGfptt27dokyZMgwcOJA333xTvz40NJSePXsyYsQI+vbtq1/v4OBAtWrVTGqXyJ0pAeA8PXYqU6YMd+6k51CxsbHh5Zdf5rXXXqN9+/byJEs8U+6c+Yd7V28DcG3//7i2/39YO9nT/rO38G3/QiG3Lv+dOXOGP/74I8fgL6T/D+CFF17gm2++oWHDhk+pden+uPQ/1vxzNtdy0ckPeGfXOnpVqsHQWsa3cWPwbj7cOIs7MRH6dSUd3ZnedSxd/Vrlqc1CCOPZqtQs+vwLgmd9DylpoFZzz7M0KTZ2WCTG4xR2C5WicOOX9Vg4Oxo1a/PjWrX3pXmbSpw+fotjB0P4edFRfCo606hZ+QI6KyHE4+zcnZ6oXLmGfpRr6Ef4uWscW7yR3Z//xP6vfqVatybUfLkNnjVM/3tWqVQMatiCtlVqMHbtSi67WtFu7jRGBTRnzqLe3AyJ5tflJ/h91akc6/n8k+00b1OpyKWDyK9Ruo/SKjoWnDmUY5nvzhyiUalyMkeDEDmws7Nj7ty59O3blxEjRtCiRQt69erFjBkzqFixokHZ/AzsPe+c6vhRfkg/bv6+0WAkcFZvlFl5ulPlg2GEbtlN6JY9RJ8Kpuyr3bGv/OzdH2b3Ru/t27fp3bu3yW/0urq64ufnl2mE7t69ezEzM2PQoEHs2bPHYFvG5xdffJEGDRro14eEhABQtmxZg/Wi8OXp/9KhoaG0a9eOn376ifDwcH755Rc6d+4swV/xTLm0/Sjrh88mLuyewfoH0XGsHzabE8u2FFLLCs7o0aP5/PPPjSp78uRJWrVqxY4dOwq4VU8mMS3F6LIbg3cTuGKcQfAXIDQmgsAV49gYvDu/myeEeMzdfUe5OH0+Zqla7vr4cuDVoZzq2pfg1t041bUvB14dSoR3ZdLi4rk4fT4Re4/m6TgajZp6DcoybEwzvln6En+fusPIgX+QEJ+cz2ckhMhK6YCq2Hu6ZD3EH0AF9l4ulA7IOVWcR3Ufun41kqFB3xIwqAtX9pxieY8PWNZtPGd++YvkuMQc989KWScXfh80kjfLVsXS3YXvo/6lw+cTOHz6b6xtLVBSc97/fsQDvpuzn0vnw00+dkHJGKV7NyGe1KuppJxJIfVqKncT4ply+C/237pmcp1XoiNZHnzCIKCclbsPElgefIIr0ZF5bb4QxUb9+vU5fPgwK1as4OjRo/j6+vL6669z8eJF4GFg7/EBOxmBvbVr1xZGs4s0pzp+VJs6lsRWAYRWLUtiqwCqTR2b5ZtkKo2Gkl3bUvXD4WgsLbk8+weuLfmNlHv3n37D80ir1TJq1Kgs0zlmrBs9erTJc3G1bNmSS5cuERoaql8XFBREQEAAnTp14uTJk8TFxRls02g0NG3aNI9nIp62PKWAuHv3Lm5ubgXRniKtqLwSIJ6MsROTAFRoU4/G7/TGKw+jTIqijBHAxgSBhwwZwvHjxzl16hS9e/dm1qxZlCtXrsDbGPUgkSN3rjP31P5cy1qpNaQpOlqXq0Svyv74ODpnWS4sNpI7MRG8unw0d+PvZVkGwM3OmVX951LS0R1PB9ccj13U+oOi1h4hspN48w539x/j/PV7/N22R/rKRyde+u+2xP+v9ai0aZTUPaDci+1x8PN9opmb/3fyFiMH/kGZck7MXPAiJUvnfVblgpwYKj/qLmr9QVFrjyh48RHRxEdEc/1wMEEzsn81t8UH/SjX0A87dyejRwzr0rT8u+8M//t1J1f3nEJtpsGnaU2qdG5ExVZ1sbQ3LS1Ucloq09au4mDCPeJ/TkVJVFDu5v71SOWmwre0OytWB5p0vAz5larh0dRZESdjSNyYiBLzsP0qRxU2XW3wqOtocuqsMXv+5O/IMKPb4u/qyeyW3XIsU9T6g6LWHlG8PHjwgMWLF/PFF1/oA7z79u0jPDzrh0sqlYrSpUtz7dq1ZyodREGns8jriGlFpyPq8Elur9uG9kEyVgH+VB/wcqH3B4+/0p+YmKh/QABw4sQJhgwZkms9CxcupF69evrPVapUwcYm+/5//fr1vPjii/zyyy+8+uqrAPj7+9OlSxc++ugjnJyc2LBhA506dQKgfPnyuLq6cuzYMYN6QkJC8PHx4csvv2Ts2LEmnbsw3VPJAVwcyQ3C82H35z9xfPEm43dQQY3eLXnhre64lC9ZcA17SjJyAN++fTvbSeAybizUajWrVq1izJgx3Lt3jyFDhvDRRx/h6elZsG1UdPTbvCrHESdu1rYsbNeLLf9eZMOVc9x9kEAd91L0rFyDep6lDb5EzfhrITN3LTL6+ONav8kHbXP+n2pR6w+KWnuEyM6VzUHc3nuM051fJtnW3jD4m0FRsEyIw/r+PeLdPCj79wkqx4VRpnl9nOrWMMjXZopL58N5/+11xMclM2V2F5q0rGByHQWZX3j39kvMnrITx+RoHC0UYlJUxFg6McbESaeKWn9Q1NojCt6Beb9z8OvVRpdvPLI3TUa9ZPJx4sLucXHrYS5uPsyd05fRWJhToUVtKrapR/nmtbB1LWF0XfcT4nnpu6VEn4tC2Weda3lt2Tgsohzo0b0mjVtUoO4LZbC1M2629v23rjH/1EHCzsegxCmo7FV4VnNkeJ3GJqdq+P7MYdb8c5aU4BQSVmR/32TbzxYLPwuTUmf9ffVfgq5dZmP0jVzLdnUqSwufyvhXyHnQRFHrD4pae0TxlJyczLx585gxYwbR0dG5ll+4cCFdu3bFy8vriY9dVIOzptSfVSqEjEEDxqRC0CYlE75zP1c37aTZwi8KvT94PKB36tQp6tat+8T1njx5kjp16mS7PTo6GldXVwYPHszChQuJiorCzc2NrVu30r59e1544QWaNWvGl19+yc2bNylbtizjxo3jiy++MKhHAsBPV77nAL5xI/1/+qVKlUKj0eg/G6ts2bImlReiYJn2zKN0QFWu7T3D2dVB+DTxp+YrranYqh4ai2cz5YlGo2HevHn07t0blUqVZRB47ty5+v/x9+3bl27duvH111/z5Zdf8uOPPzJw4EBGjRpFpUqVDPbLj8nVwmIjCY+LxNs8lbuJ6W17dNRfRnvLmafy790QmpcsTa/K/uy79S9rLp9lwoFtuFnb0rpcJdqUq0Q5Byc6V29BVMJ9Fh/5I70+RYWPtiw2alsSdQlc09xAUaXXO6hBHzpXb2FSm4UQxrvmW5MTrtVR55Q2SqUi2c6BB1Y2xIdeR1unIdcB9ysXKLt3OZWrlcPlhdpYumY96j87vtU8WPFnIJPHbmL04NX0HViPIaOaGB202b39EuOGr0cF1H7BDUcXG2KiEjlz/C7jhq9n5vy8Twy1e/slVn3yO6N8H6DyLqXPiayE3GbVJ78DLxXZSaeEeFytV9tSsfXDUUc6rY6I89dIjI7Dxske92o+BhPuGjv693H2ns4EDOhMwIDOxNy+y6WtR7i45TBbxi0A0tNHlG9Wi/ItauNVsyIa8+z7nRK2dlS4f4dNYUfxdOxgMIr2cSpHFfc0J/Er3YAj+6+x5pczaMzU+NcuyQuNvXmhiTdV/TwxM898D7T/1jUmLNqcaaTuVccEJnTdzLQ3O5sUBE6MTiYtMo3EjTmnwkjcmIjaU02iq/FpcCJ/O0D84o1YftCUZEfL7B/YxSQT/8FiIgd1hY+ej7fmhHiaLC0tCQ8PNyr4C+lval66dInZs2c/0XELKzib1zy1j8stFYJKpWL06NF07949x6C2xsqSkl3aYFWnOiz8IttyhaVKlSqcPHlS//lJRgDnxMnJiZo1a+rzAO/duxeNRkPjxo0BaN68Obt3p6dMzMj/27JlS5PORRQuoyJY3t7eqNVqzp8/T+XKlfH29jb6NUyVSkVaWtoTNVKI/FR/cDecfUqyfULuI0LbT3uTiq3rYeVox/mNB/jfrztZP/wrbFwc8evZnOrdm+BWpdwTvZZcGHr27Mnq1asz/Q/f0c2JJd//mOl/xHZ2dnz00UcMGzaMuXPnsmDBAhYsWECXLl0YPHgwHTt2ZNul/fkyudqyo2v0o3VLlPCmTJlGWFjY6benpiRw89YhTt0PYeGeb/WjdVuVrUjLMhW4eO8uf12/zOarF/j14hkqObmie3CXdSe3AlBN64ujb31SHNNH91gCHjEPiLl0jPOaSyw+8gcutiWoUVICLUIUhAepady9cQWP8jnfhALcvXGFpFv/8M3gzjTqPYBmL79JqG8Ngu9HUfK3ILxJoGytKjjVqYHG2spgX0WnI/6fa6TGxGHuaI9dJR9UajUOjlbMXtiLlYuP8f3cA+zccpExE9vQqn3lHPtyrVbHrCm7aNK6NGVfbUKqffrIEDegalwsN349wOypu/I0MZRWq2PL3I282K0U5xu1Jtnu4agTy/hYXjy0iy1zNxbJSaeEyEpWKR1K1qyYTen84VjKjfqDu1J/cFcSImMIOfA//t17hjO/7uTwd+swt7akZO3KlA6oQpl6VSlZuxLm1oYPf2wepHBrexBlRrUj5c/s+wPz5jpuzNtO73erMWvWJG5dv8+RA9c4eiCEn39M71usrM2p7u+Ff51S1KxbitJVnUi20PLpws0k/JJ5pK4So5CwIoEpus18++7LRqdqiN4eTcL++BwD1g/rjye6aTQY+X09Pj6eyJRYfDde4u9+/ukperJI2eO78RKRKbHEx8cbV7EQotAVZHA2NDSUW7du8fbbb+eYp3bYsGGUKVOG0qVLmzyaOTQ0lI0bN+Y4ubmiKNy8eZPFixcbNWLazM7WpDY8LTY2NgYjd2vWrMnUqVNzfaN30KBBJo/mbtmyJV999RV37txhz5491K1bFzu79O/izZs3Z/bs2cTExLBnzx7MzMxo0qTJk52ceKqMSgHRokULVCoVP//8M6VLl9Z/NtbjswU+q+QVoeeHTqvj+2bDiQuPynpAsArsPV0Yune+wQgVgLuXbvC/33dzbv0+ku7H41jGncrt6lOpbQCl6vii1qjRaXXcOn6B+Iho7NydKB1QNVM9RcGjr/zMOrKMBo0aMv/lT3LdLykpiZUrVzJ//nxOnz6NS72y6Fq5ZZroJePjsn4zjQ4Ch8VGsv3CPt5d9zmVb9nQ6n+uaD3dSLG3wCIuBU3YXXbXjORy6UTmvPgR7as2yzJfb4pWy7GwG+y6/g/Hw26SlJZKyqmjWNb5bybSLL7AcOY4X7z9nuQAFqIAvf/xZHYcP0vf6YtzLfvLh4NoF1CDkUMHs2TJEpYsXYqFhzfNXn6Tyk3agcYM+8gw3K9foRwPKFOhJE7+VUm8GcqN3zcSYeWgH0nrnhRL2cdmg75zK4Yvp+xk/64rVK/pxaDhjWjaqkKme5zIiHj27brCvqBzeL3ZMX1lFn1I6KKtNGtRnWatK+LqbocxLp0PZ9eWC7gm/su1Tj2yrdtny3oibcrTulNVfKt55FhnUesPilp7xPMlt3sunVZHWPC/3Dx6nlsnLnDz+EWSYxNQm2lw8y2LR3UfPKr74OlXHm0JC8LuRtD343F4NejJg00PMuXTte5izdVDv+PXtT113Uvzeqt2+Lp7of7v7zYtTceFs6H87+Tt/5Zb3ItKH51r5q9Be12X6+hih/ft6elTleENWuR6/t3bTebqhVisLHJPz5WUEkaFqg5s2PFprmUB3h8+mh3L1tDXsyER1d241NWX5BIPH7ZZ3k/Cd+Ml3M/d5Zeww7QL7MWX8+fmWGdR6w+KWntE8ZURNO3SpQsRERE5lnVwcKBly5b06NGDdu3aUbKk8WkKjT2Oh4cHGzduzFNwdsyYMXz11VdGl3/vvfdMHs1cEMcoKv2BMa/0ZwTwAYMgsCmpL7KyadMmunbtysqVK5k+fTqdOnXSp3iIiYnB2dmZ9evXM3LkSLy8vDh06FCmOiQFxNOV7ykgMoaAZ/e5IMXHxzNhwgR+//137t27R5UqVfjggw945ZVXct03IiKCcePGsWnTJhITE6lZsybTpk2jdevWT6HloihTa9S0nhTI+uGz06OUj96H//e9u/XEwCyDtm6+ZWkzMZCW4/tx/Ugw//x1nPN/HuD44k1Y2tvg5O1JdEiYwazU9p4utJ4UiG/7F/Lc5oIIKqtQUd7KDXdbMxq5V+VCxL9G7WdlZcWgQYPo3Kc7e08c4N3tX/CAFNSKitJ3rbBL0hBvpeWWWxKKCsaun0EpR0+jAqsAUYn3qXzLhh6H04Mcqn8fvg6loKHHYQ/WNwwnKvF+tnVYaDQ0KeVDk1I+hMXHcuDmvyyNTSEFMr/CqFKlv8JY3h8bKxfMzU2bQEYIYTxdUjxnd23gfvgUHN28UKkz92OKTkdMxB3O7tpAmxo+lClThsmTJzNp0iROnDjB2rVr+fmtWWjcfajX7kUqNWrNVUtrLBITKPfbHqziYrncsW+mkbSVt++iIeiDwCVLOzLnh14c2X+NxfMP8d5ba6hQ2ZUXX6lFh27VKOGU/qbAzz8e45clx3n1x1dIhWz7kLKvNmH64F+5fu0e735k3EOv76Zt40HIdapO7/+wrizqvtO8NRc+XM7lU9eZ+0t/o+oW4nl3aftRdk1ZRlxYlH7d4/dcao2akjUrUrJmRV54qxuKTkfkP7e4efwCYcH/Ehb8L8Fr96JL06LSqHGpUIpXk8oQf/oil4ZUJiHaTJ+n19YpFd9NF/GyKMmt+ASOuMZzfN8mlAdJuKdC3VLlaONfh6r+JalRuxT9Bqd/Mb994z7DRs0lJDYeixj3HM9JiVEIWxrMkQq3jAoAe7vfJ+zUObRGBIBtH5zF2716ruUy6Kw0nE28xf20RNyCI3A7f5doHyf9Q3mna9GgU7ivfcDZxFu0sXp2JqUSoqjx8vLCy8uL7777LsfA3tSpU0lKSmL79u0MHDgQRVHw8fGhUaNGNG7cmIYNG1KtWrVsA0GzZs0yKnAaHh5O/fr18xScFQUvuzd6S5cuzdy5c/M8ertZs2ZoNBpWr17NuXPnmDlzpn6bo6MjtWrVYvny5YSEhNC3b98nPg/xdBX5JKY9e/bk+PHjzJgxg8qVK+tnJNTpdDn+wiUnJ9O6dWvu37/PvHnzcHd3Z/78+XTo0IGdO3fSvHnzp3gWoijybf8CPeaPyfqLw8Tcg7UaC7P0vHLNatHu00HcOXOFE8u3cHFT5qdgcWFRrB82m1YT+lO7bzvMLM1NaqsxX3BM9XidpQEH6zSCPDbS4qWuRtXx7b6fWXBgJajA95Ytrc+44vDgYbcSa53GrlqRXC59jzbz36BnxdZ889onWFtnP7nKsqNrmLnjB94+Uw5ID1I/SoUKBYXWZ1yZtmU+KWmpuU7Y9svRw+w7+zcppRyzL6RSkexoxQcrf8K1fGle8q9LaXtHSts74mBhlf1+QgiTjB07lldeeYXRn8+g60fzUHQ6gyCwotMBsH/xTI4eOULp0qX121QqFQEBAQQEBPD5559z8eJFdu7cSdCc0Vy7n0TpKnXoX6osZ9v2yHTcZFt7zrbtgXbnBtqW8sDSzUV/3AZNfWjQ1IdTx27yy5LjzPl8N/Nm7KFx8/I0bV0RdXIcHTuX0qd9yJJKRaq9Ax07l8KaJKOvR8/GFpz2KkGSXc51J9s5UK1hCWqXz/nJvhDFxaXtR9Mf5D82mDYuPIr1w2fTY/6YLO+RVGo1br5lcfN9OEdJWnIqdy/dIPzcNcLOXiV6bSg2tyNwv5BFwFOBsvY2tK7anrtpCey+cZGTMWFcs7Eg3FrDtoPhKFotFnEPKGlhTTWv0gRUrMy9KGtsH8SnP0TKhcM9Ky5ctad3u0V4lXTEs5QDniUd8CrliFep9P+6utthZqam1gMb1NYaTpDCA8zJ9DoWAArWpFLPWoP/A+Mfcuv76+6BdNVUA52C86MP5f8LTu1Pu8bRY8cM+mshRN4YG9ibOnUqkZGRBAUFcejQIQ4ePMhvv/1GWloa5ubmVK1alRo1auDv74+/vz/VqlWjVKlST+Ucxo4di6+vr9F5art2Ne675+PHeOWVV0wayfy86dmzJ927d8/XSfwcHByoU6cO69evR61W6/P/ZmjevDlz584FJP/vs8ioFBCPa9WqFR06dGDcuHE5lps1axZbtmzRJ4o21ZYtW+jcubM+6JuhXbt2nDt3jhs3bmT7y71gwQKGDx/OoUOHaNgwfabbtLQ0atasiZ2dHUePHjW5PUXllQCRv/JrZK0+rcQjQdosqaBEGQ+cy5fEuXxJXHxK4lDKDXsvFxy8XLCwszZ4/Ti7LzgZ9/fZfcHJSXZ1KiiAihcXGFfnu79NY9nJdfjesX04WveRLx7KfwdY3zCcSyUTSDoeTsq+UCpXroy/vz+VKlWiQoUK+sXLy4uDO3az+YdfcfpfbK7Hj67pQOe3XqFphzY5lntn6kxCEqNJrpP7pCqWp66hrV6WNMuHfYu9hSWl7RwpZe+Ip609rta2WKfpaO3rV2T6A+mfxLNm7dq1TJ6/jC5jPqeEx8MvJPfDbrHpq4/5dHigSaMX4q/f4tzmHRyu3ppkW/vsJytKiMPxVgg6axtsHsThqNbiYm+Nk6MtTs522Dk5kKAzY/v2q+zadpmzp28TOKY2qtIexJXMfVJb+zs3cHoQx6svGZcT7dtlWwl9kIpD/aa5lo09th8va3PeCeyYc7ki1h8UtfaIZ1+u91w5pPLKSXxENFd2nTBqnohHqc002Hk6o7OzJNxJzZ0SaiJKmJPgbI3K0xmVuRlpd9Kw+OMCUaG5ByFKcpmSVatT6QV/wu7EEXo7htA7scREP3h4TLWKEk7WONib45oahfnt6xwmYwK2R/u/9HuxhvxLz6HNqda5MR7VvE06v7Vr1zL5jZF0calFCbOHAeT7aYlsijrDpz99bXR/XdT6g6LWHiEyPJqqz9jA3oMHDzh16hR///23wZKRn9vCwoLSpUtjbW3NuXPncm1DRnDW1BQQGe339vbONU/ttWvXnihgmZ+pEIpKf2DKK/0FYfz48cycOZN69epx/Phxg20bNmygR48eWFhYEB0djY1N5oeKkgLi6cr3FBCPCwoKwtvbO9dyly5dYu/evXk5BADr1q3Dzs6OPn36GKwfMGAAffv25ejRozRq1CjbfX19ffXBXwAzMzP69evHRx99xO3bt5/aEzBRtKk1aso2MP51uKyEnw/h4tbDuQd/AZ9mtbB2sic5NoGru09x8uZWFK1Ov93C1gp7Lxfs3JywcrLn36BTWecp/m/dzk+XUrFV3Rxntn6UTqtj15RlWdaZMbp255SlVGoTkOuXptR9tzELCqW1qoF+/6zqa33Glaunr9Ddrwmtv2/L//73P86ePcuBAwe4c+eOvryVlRUD3Rqj0+pwsso9VUTM0X8JurUs1wCweWgoMecvYmVEADjm8BnqxSTx+dczuR0fw+24GG7999/b8bGcDr9NdNIDUhJznm1bCJGzjJvx0W93xtytDPauHsRFhpMWeYs5X31l8qtrf//yJxfikkl+IfeRtLF3rqOqUIVw15JonN0gYwRyEmiuJ2MVfw9zNwsavVyRpj3LcN/WidjwW1gZEQC+G36bKI2KlOQ0LCxz75fvaSDewRFjvmbEOzhyTyd9jyjejLrnUiAuNIr9c3+jSseGRgc8j/24keOLNxndluo9m1O1U0Ni70QSeyeS+Lv3cY+MofyN+ySciiQhMgatopDkZEW8hx0pripO3k0jJS37vsHSLI0SHby475nM3xansatsRpkaVvjZOmJvWQpNqiWqFEvSEtWkJkFibCox99yxCT1LQ+1VzqjK8oCHXwCtSaWWcoMSSgyf/ByOw8at2DtY/bdYYu9ohZ2dBVbWFtjYmmNtbY61rQXW1ubY2FpgbWNOlYoNGT7zM6Z99jGWESnYa6yI0yaR5mbFHBOCv0II42k0Glq0aGHSPtbW1jRu3Nhg1KZOpyMkJIRLly5x9epV/v33X65cucKlS5dIS0vLti5LS0u2b9/O8ePHcXJywtnZGScnJ4N/29nZYWtrq18eDT5pNBrmzZtH7969UalUWQZn586d+0TBXyi4VAjF2RdffKHP+/u47t27ZxnQf5S3t3euZUThKNAUEElJSZiZ5f0QwcHBVK1aNVMd/v7++u3ZBYCDg4Np2jTzaJqMfc+dOycBYJFvdk1dys1jF4wqe23vGcrUr0rfVekTcGhT00i4e5/YO5HEhd0jNjSSuNAoIq/cIvTMP6QmJudYX3z4PWZV6YuZlQVWDrZY2FphbmOFxsIcMwtzNBZmmFmao7EwR6fTEX/3fo5fmlSoiA+7x9z+7+NVvTy2Tg5YmlugMTdHpVahUqtRadKXEmdi6R5dEQfr7P/OVahweGBG9wcV8bhjjp93Rfy8K6Lq0RtUkJKayt27dwkPDycsPIwzu4+QfCsab3IPAF9NvcvRmzf4vUpVLK0ssLKwwsLSEktLCywtrbCwMMfSyoqrV65w6Z9/eOF+B1IdrbIdGWh+/wGnzhzG0Urh+zlzMTM3Q61So1arcVCrcESFn1qNolZzP1khKNcWCiFykp+vrq2xdsDayQF7I8retS9BQshF3mhZgxs3D3EjPJLw6HhSUwEzK8xsHDCztsPc1h4zuxKo7Oy5dOYm9SpWI9XOIfs+JC6G8yFXqNusAwt3XkJJ00KaFtLSUGnTIE2LotWi0mnTt+m02Ks1WKmSSbp3F0sn12zrTrp3l7JxsVihYvEPG1Glv7CBCtV/u6jS+2gVJCc9yFyHEM8JU+65jixYx+0TF/X3XLkz7QurjZMdFVrWyXa7otPx4H48CXfvc+9aKPevh8GFrRzGm+xSNfjpQki09IRUHfGWEGWnIc1aQWuZDCSDBrCCR58aqbQ63B2r4vfbOUoqfxOpsicJc6xIxVWJQ6VSca5KOaztHpCS/IC7KSrCw0B3U4U2BXSpoEtToUsDbRoo2qwn+65f8x3svW6QkBCPg4MDPuUrcenfUGbMno9apUKlUqX/V61GBahValTq//7737bk5Jzva4UQ+UutVlO+fHnKly9vsD67kbMZ6tWrR3x8PDdv3iQ6Opp79+5x//59dDpdprIZzMzMsLGxMQgKV6pUievXrxv87VtbWxMQEMC2bdvYvXs3FhYWBotGo8m0qNXqHNfNmjWLy5cvExMTg4uLCzVq1MDCwoKdO3ei+q9/ym1JlAE+4jlXYAHg2NhYDh06lKfXBTJERUVl6qgAnJ2d9dtz2jejnKn7hoaGEhoamml9xqsTQjyu9cQBXNx6mCML1uVatsGwF6nS8eHIdI25GQ4lXXEoaRjw/OXVycTeiTS6DbbuJajRswUp8Q9ISUxCm5KKNiWNtJRUtMmppMTEE3XlFvHh0blXBqQevsn1wzcyjep9lD2QqMk+n++jHDTWONxJZd/Q77I/B6AxHuhs3YlNe4C9xsogHUYGRVGI1SbR0q5K+qzbqZB9Uj0tfvigc/Zm44qt2A5/ERTFMMjy303P/ZXbGOvcFvU/KlL+OZ4+YVw2knTGZPHLf9I/iedNXka4ZCWgaRMOX7xuVAA4zt6RhgH+1K7tTe3atXMsm5SUxLlz50jUhXLs++nUHjs92z7k2MIZ2HqUJuHaVTQac1RmZqg0ZmBmhsrMHKysUZmlf8ZMg2JmBmoNGrWKu5f/ppSTK6os6laAiDvXsQpoQjyQ2197UnzuKXQKgvRP4ml4knuu3NQf3I0qnRuz5s0vSIyKybacjasjvX4Yj4OXS471qdRqbJwdsHF20OccLuHtCcMWc4Yyj43UTaYWt3jn28H6NFza1DSS4hOJvBNO+J0wwu/e5V5MLDEJCcQnJxGfmkKiNo1krZZUnZabDb3wPBOB+4OHf3PJtuaEvOBFbAVHLMxUKBo1ilqFolaBWv3wv5qHn3UqFUqaCkWnQqdVoaQokAL3bVXEudUCIAa4mesV1T32X0hLND5Hen6S/kkIQ9mNnC1Tpky2I2d1Oh1xcXHcu3eP6Oho4uPjSUxMJCEhIdslMTGRunXrcvv2beLj49FoNNjZ2ZGamsqZM2dISUkxWJKTk9FqtfpFp9Nl+iyEyBujA8CPB2JXr15NUFBQlmXT0tIIDw8nLS2Nd95554kamFXwx5htT7LvwoUL+fRTY0cKCAEe1bxx8y3LubX7iAuPynoAyX/56JqOftmofHR5+YKT2yuOuz9fzvHFm3OtL0Olvs3xHdqWxOQk0tJSUbS69EWnoOh0JEfGE3XsH64v3pdrXfUGd8K5jg8WJWzTAxoK+qDJw88ACopO4fAv22Bves6oR/9eM55QWzT3oc4r7TIfKIfBO4mHDrL12z9wf70rqSUeBq7N7z8gYsUmOjYOoGaDBuh0j9xkKOnnmtFenZL+74SEBBi2Ptfzzm/SPwmRtS7+ZWlcyZOlR2/kOJI2OTqSsV1fwMnauJxqVlZW1K1bl1q1auHt7Y0KCBj6Ian2DyeVNI+L4fjCGRw6tDXvueyaleGnrfv4R+2GnaunfnVcZBge928woqEfyUnRJCWnoktLQ6dV0Co6tGk6FJ0OnVaLTqukv+lRSAEN6Z/E01AQ91wZ7NydsHN3ot3UwelzJYBh/f91K+2mDKZkzYp5ar9v+xd4ZwHs+HQpIeEp+pG6Pp6WtJ00yGAOBo25GbZODtg6OVCueiWj6s+vuS0URdHfC6WmpZGSlkpKWhraNC1p2jTStNr/ljS0Wh06XfqiTUv7L2CjQ6co+m1aXXpfFRsXVyhvUEn/JERmpr6JpVarcXR0xNHRER+f3FPrFZRHg8KPB4gfX6fT6VAUxaglLi6OBg0aFNp5CVHQjJ4ETv3IDN2P53B5nLm5OSVLlqRbt25Mnz49y8TQxmjYsCFarZZjx44ZrD937hx+fn4sXLiQt956K8t9Mzqv33//3WD95s2b6dKlC9u3b6dduyyCR+T8hLh58+aFnhRcFF36ydUgyy8Mpk7Ypp/kJJcvOMZOchIfEU1saJRJI1vs3J1ybeOcgAGk3k/MdrSuuZMt7x5bYvIXkJ8+ncfl5buxV1nq18UpyVTu34o3Jo8yqa4Ma9euZfTo0di7eGHn7Ez8vXvE3wtjzpw5JuWIKqxJAqR/EiJnP23dxx03v/RuN4uRtCXvBvNGx2Z5qjvjdUmNRkObll1x8yzN3bBb7NyzEa1Wa9JEI9lJTUtj6+HTRMQk4O5oS8eGtTE3MZ2W9E+iOMjve66s6t81ZZlB2ix7LxdaTwx8onoz5Feg9lkj/ZMQoqgq7pPALVu2jAEDBmS7fc+ePbRo0YIWLVpkOddX+/bt2bZtm8G61NRUPv/8c5YuXUpoaCg+Pj4MHz6cESNGGJQLDAxk9erVmQYxHD9+nI4dO+Ls7Mxff/1FuXLlnuAMn08FMgnco0Pt1Wo1gYGBLFmyJO+tNEKNGjVYtWoVaWlpBnmAz549C4Cfn1+O+2aUe5Qx+3p5eWWZuiI2tnBeqRTPDt/2L9Bj/pjMXxg88/aFQa1R03pSYPoXHBVZfsFpPTHQ6C8MBTGyRa1R02X6MNYPm53laF2VSkWXz9/O05eaNyaPIvXDYWxd8jsRIbdx9y5Fx4EvYW5hbnJdGfIz52hhkP5JiJy90bFZtiNpKyuReQ7+guHrktv+evh2Rk6vS5rK3MyMbk0DnriewiD9k3ia8vueK6v6K7UJKLAgbX5MQiyMJ/2TEOJ5pOh0xP9zjdSYOMwd7bGr5INK/WT/n1q6dClVqlTJtL5atWr6f5cvX56VK1cabC9RokSmfYYNG8bPP//M1KlTCQgIYPv27YwaNYq4uDg++uijHNuxZ88eunfvToUKFdi+fTvu7u55OyGhZ/QI4EctX76cihUrGswuWRC2bt1Kp06d+PXXX3n55Zf16zt27Mjff//NjRs3sg3afPfddwwbNowjR47wwgvpN4BpaWnUqlULOzs7jhw5YnJ7isoTIVH05feojoIYhZLfdV7afpSdU5YSH3Yv39pYlBW1/qCotUeIwpYfI2mzo9Vqi/RDpKLWHxS19ojnS3EdSfusKmr9QVFrjxCi8BSV/sDYEZ3Rp4K5+ftGUqMfvtlr7uRImZe64lQn+wGP2ckYAXz8+HHq1auXbbkWLVoQGRlJcHBwjvWdO3eOGjVq8Nlnn/Hhhx/q17/11lusWLGCW7du6efoenwE8IYNG3j55ZcJCAhg06ZNODo6ZnkMUUAjgB/Vv3//PDXMVB07dqRt27a8/fbbxMbGUrFiRVatWsW2bdtYsWKF/svWoEGDWL58OVevXtUPCR84cCDz58+nT58+zJgxA3d3dxYsWMClS5fYuXPnU2m/KL7ye1RHQYxCye86C3qkjBBCmKIgR9Lm18R1QognJyNphRBCFDfRp4L5d+GKTOtTo2P4d+EKyg/pl6cgcH5av349iqJkSisxYMAAFi1axLZt2+jbt2+m/X7++WcGDhxI27ZtWbNmDdbWxk06L3KXp8jMypUrKV++PH/99Ve2ZXbs2EH58uX57bff8tw4SM+39/rrrzNp0iQ6dOjA0aNHWbVqFa+99pq+TEaC70cHM1taWrJr1y5atmzJiBEj6Nq1K6GhoWzdupXmzZs/UZuEKAwZX3CqdWtC2QbV8yWwmt91FkQbhRBCCCGEEEIIkZ724ebvG3Msc/P3jSiPpHE1hVarJS0tzWDRarUGZa5evYqzszNmZmZUqFCBjz/+mAcPHhiUCQ4Oxs3NDU9PT4P1/v7++u2P+/rrr+nfvz+9e/dmw4YNEvzNZ3kaAfzzzz+TkJBAy5Ytsy3TqlUr4uPjWb58uUH6BlPZ2dkxb9485s2bl22ZZcuWsWzZskzrPTw8WL58eZ6PLYQQQgghhBBCCCFEYdClpJAUdlf/OeH6LYO0D1lJjY4h8uBxbMuV1q+z8nRDbcSkcg0aNMi0TqPRkJaWBkCTJk14+eWXqVKlCg8ePGDr1q3MnDmTAwcOsGfPHtT/5SCOiorSp3h4lK2tLRYWFkRFRRmsT0hIYNSoUTRp0oSVK1fq6xH5J08B4ODgYPz9/Q0mZstUsZkZNWvWzDUviBBCCCGEEEIIIYQQwlBS2F0ufPaNyfvdWLHO4HPVj0dgU7ZUrvv99NNPVK1a1WDdoxO9T5s2zWBbp06d8Pb2ZuzYsWzYsIEXX3wxy/0e9/g2a2trmjRpws6dO/n+++8ZNmxYrm0VpslTADgyMtKoGfjc3d3Zv39/Xg5RJGWkmJDZYoUQGf1AHubRLBDSPwkhMkj/JIQoqqR/EkIUVUWtf8pg5elG1Y9H6D8nXL+VKbiblbL9Xsw0AtgYVatWzXESuKz069ePsWPHcuTIEX0A2MXFhTNnzmQqm5CQQEpKSqbRwWq1mj///JPu3bszfPhwFEVh+PDhJrVD5CxPAWAXFxeuXr2aa7mrV69SokSJvByiSIqLiwOgTJkyhdwSIURRERcXVyRmJZX+SQjxOOmfhBBFlfRPQoiiqqj0TxnUFhYGI3etS3sRunl3jmkgzJ0ccW0cgOopp1F4NG1DjRo1+PXXXwkLCzPIA3z27FkA/PwyT1JnZWWlH0X8zjvvoNPpGDFiRKZyIm/yFABu3Lgxa9asYf/+/TRt2jTLMgcOHODYsWP06NHjSdpXpJQsWZKbN29ib2+f41D2Z92ZM2do3rw5e/fupVatWoXdnCJBrklmxf2aKIpCXFwcJUuWLOymAEW7fyruvyumkutlGrlemT2P/ZP8nE0j18t4cq1M86TX63nsn4oT+XvJX3I989fz1j9lR6VWU+alrvy7cEW2Zcq81PWpBn8z5t56NH9w9+7dmTBhAsuXL2f8+PH69cuWLcPa2poOHTpkWZeVlRXr16/nxRdfZOTIkeh0OkaNGlWwJ1BM5CkA/O6777JmzRq6devG5MmTefPNN7G1tQXSh3MvWrSIqVOnolKpePfdd/O1wYVJrVZTunTp3As+4+zs7PT/dXBwKOTWFA1yTTKTa0LRejJchPsn+V0xjVwv08j1ytrz1j/Jz9k0cr2MJ9fKNPlxvZ63/qk4kb+X/CXXM389b/1TTpzq+FF+SD9u/r7RYCSwuZMjZV7qilOdzKNrjRUcHKyf8O1RFSpU4OLFi3z22We8+OKLlC9fnqSkJLZu3coPP/xAq1at6Nq1q7589erVGTRoEJMnT0aj0RAQEMCOHTv44YcfmDZtWpYTxGWwtLRk3bp19OrVi9GjR6PT6Z6r2GJhyVMAuGHDhsyePZsxY8boF3d3d1QqFeHh4fpyX375ZbYjhIUQQgghhBBCCCGEEKZxquNHiVrViP/nGqkxcZg72mNXyeeJR/4OGDAgy/WLFi2iRYsWaDQapk6dSmRkJCqVikqVKjFlyhTGjBljkAICYMGCBZQqVYpvvvmGsLAwvL29mTdvnlFpHSwtLVm7di29e/fmvffeQ6fTMWbMmCc6t+IuTwFggNGjR1OnTh1mzJjB3r179YFfa2trWrRowfjx42nWrFm+NVQIIYQQQgghhBBCCJGeDsLet0K+1BUYGEhgYGCu5TZv3mx0nebm5nzyySd88sknOZZbtmwZy5Yty7TewsKCP//80+jjiZzlOQAM0KxZM5o1a4ZOpyMyMhIAV1fXTFF/IYQQQgghhBBCCCGEEE/fEwWAM6jVatzd3fOjKiGEEEIIIYQQQgghhBD55IkCwGlpaWzatInjx48TGRnJCy+8wMCBAwG4c+cOkZGRVKtWDTOzfIkzi6fEy8uLyZMn4+XlVdhNKTLkmmQm10QYS35XTCPXyzRyvYoH+TmbRq6X8eRamUauV/EmP//8Jdczf8n1FCJnKkVRlLzsuHfvXl5//XVu376NoiioVCr69+/PkiVLAPj5558JDAzk999/p1evXvnaaCGEEEIIIYQQQgghnicpKSmEhobi5eWFhYVFYTdHFHGm/L7kKVnv2bNn6dSpExEREYwaNYo//viDx+PIvXr1wsbGhjVr1uTlEEIIIYQQQgghhBBCiCzodFru3DnBlSvbuHPnBDqdNs91HT16lBdffJGyZctiaWmJh4cHDRs2ZMyYMfoyBw4cYPDgwdStWxdLS0tUKhUhISG51n3+/Hl9+RMnThhsW7ZsGSqVKsslLCzMoKy3tzddunTJ8hgnTpxApVJlOZmcSJen3AxTpkwhOTmZHTt20KpVqyzL2NjYULVqVU6fPv1EDRRCCCGEEEIIIYQQQqS7dm03hw7NIiEhQr/O1tadRo3G4uOTdZwuO5s3b6Zbt260aNGCmTNn4uXlRWhoKCdOnODXX39l9uzZAOzatYudO3dSu3ZtHBwcCAoKyrVurVbLwIEDcXV15c6dO9mWW7p0KVWqVDFY5+LiYtJ5iJzlKQC8d+9eGjRokG3wN0PZsmX566+/8tQwIYQQQgghhBBCCCHEQ9eu7eavv8ZlWp+QEMFff42jbduZJgWBZ86ciY+PD9u3bzeYw+uVV15h5syZ+s8TJ05k8uTJAMyaNcuoAPCcOXO4desW48ePZ9SoUdmW8/Pzo169eka3WZguTykgYmNjKVWqVK7lkpOT0WrzPgRdCCGEEEIIIYQQQgiRnvbh0KFZOZY5dGi2SekgoqKicHV1NQj+ZlCr1Vn+2xj//PMPkyZNYsGCBTg4OJi0r8h/eQoAe3l5ceHChVzLBQcHU65cubwcQgghhBBCCCGEEEKIYistLYnIyIv65dKlDQZpH7KSkBDOpUsbDPZLS0vKtnzDhg05evQoI0eO5OjRo6Smpj5xuxVFYfDgwXTp0oVu3brlWr5Lly5oNBqcnZ3p2bMnwcHB2dablpaWaZHBp7nLUwqIdu3a8eOPP7Ju3TpefPHFLMssW7aM69evM3bs2CdqoBBCCCGEEEIIIYQQxc39+yGsXdvP5P327//c4HPPnitwda2SZdkZM2Zw8eJFvvnmG7755hvMzc0JCAiga9euvPPOO9jZ2Zl8/Pnz53P27Fl+//33HMt5enry8ccf06BBAxwcHDh79iwzZsygQYMGHDx4kJo1axqU37JlC+bm5ia3R+RxBPBHH32EnZ0dr776KhMnTtTP4peYmEhwcDDTpk1j2LBhuLi48N577+Vrg0XRd/jwYdRqNdOmTSvsphS6V155BQ8PDxwcHPD392fTpk2F3aRClZyczIABAyhTpgwODg40aNCAQ4cOFXazxDNA+pXcSX9jPOmLih/pQ4wj/YjxpB8xzXfffUedOnUwNzfnk08+KezmiKdM+pb8I31PwSjKfVSJEt707LlCvzRt+pFR+zVt+pHBfiVKeGdb1sXFhf3793P8+HFmzJhB9+7duXz5Mh9++CE1atQgMjLSpDZfv36dDz/8kC+//BIPD48cy3bo0IFp06bRpUsXmjVrxvDhw9m/fz8qlYpJkyZlKt+kSROOHz+eafnpp59MamNxlKcRwOXKlWPz5s306dOHzz77jM8//xyVSsUff/zBH3/8gaIouLm5sW7dOjw9PfO7zaII0+l0jB49mvr16xd2U4qEiRMn8tNPP2FhYcGxY8do27Yt//77b7GdzTItLQ0fHx8OHjxI6dKl+fnnn+nWrRs3btzAxsamsJsniijpV4wj/Y3xpC8qXqQPMZ70I8aTfsQ0Xl5efPrpp/IFvZiSviX/SN9TMIpyH2VmZmUwctfZuRKnTv2YYxoIW1sPfH27o1ZrTDpWvXr19BOxpaamMn78eObMmcPMmTMNJoPLzfDhw/Hz86NXr17cv38fSB8wChAfH09MTAyOjo7Z7u/t7U2TJk04cuRIpm2Ojo4yWVwe5WkEMKRH3S9fvsxXX31Fx44dqVq1KpUrV6ZVq1ZMnz6dS5cu0ahRo/xsq3gGLFy4kMaNG1OlStavFhQ31atXx8LCAgAzMzNSUlK4fft2Ibeq8Nja2jJp0iTKli2LWq2mf//+6HQ6/vnnn8JumijCpF8xjvQ3xpO+qHiRPsR40o8YT/oR0/To0YOuXbvm+IVfPL+kb8k/0vcUjGepj1KrNTRqlHOq1UaNxpgc/H2cubk5kydPBsg2H292goODOXLkCE5OTvpl+PDhALRs2dKoucIURTF50jmRM6Ou5k8//ZTlawX29vaMHj2aTZs2ERwczIULF/jrr78YP348JUqUyO+2CiPExcUxbtw42rVrh5ubGyqVKttXGOLj4xk9ejQlS5bEysqKWrVq8euvv+b52FFRUcybN0/fSRQVhXlNAF577TWsrKyoW7curVq1okaNGk9UX34o7GuS4eLFizx48IAKFSrkS32iYEi/YrzC/tsqiv1NTgr7emWQvqhgSR9imsL+u5B+JG+ehX6kqFwrUTgK++f/rPUtuSns65nhWeh7jFVUrumzwMenFW3bzsTW1t1gva2tB23bzsTHp5VJ9YWGhma5/sKFCwCULFnSpPp+/fVX9uzZY7CMHz8egO+//z7XNDDXrl3j4MGDNGjQwKTjipwZFQAODAzkxx9/1H8uX768/ocnipaoqCh++OEHkpOT6dGjR45le/bsyfLly5k8eTJbt24lICCAV199lV9++SVPx/7www957733itxTs8K8JgArV64kPj6e7du3065dO1QqVZ7ryi+FfU0g/RWQ119/nQkTJuQpqbx4eqRfMV5h/20Vxf4mJ4V9vUD6oqdB+hDTFPbfhfQjpntW+pGicK1E4Snsn/+z1rfkprCvJzw7fY+xisI1fZb4+LTi1Vc30qXL97RqNY0uXb7n1Vf/NDn4C9C+fXs6derEd999x549e9i1axezZ8+mZ8+e2NnZMWrUKADu3r3L6tWrWb16NWfPngVg69atrF69mr179+rra9CgAS1atDBYMt7Eqlu3Lk2aNNGXbdOmDVOmTGH9+vXs3r2befPm0aRJE1QqFVOnTn2SSyQepxhBo9Eor7/+uv6zSqVSBgwYYMyu4inT6XSKTqdTFEVR7t69qwDK5MmTM5XbvHmzAii//PKLwfq2bdsqJUuWVNLS0vTrWrVqpVhaWma5TJgwQVEURTlx4oRSt25dRavVKoqiKP3791emTp1aQGdpmsK6Jlnp3Lmzsnnz5vw5sSdQ2NckJSVF6dy5s/LGG2/o2yGKLulXjFfYf1uPKir9TU4K+3pJX/R0SB9imsL+u3iU9CPPVz9S2NdKURRl0KBBWR5TFLyi8PPP8Cz0Lbkp7Ov5LPU9xirsa6ooRaOPSk5OVkJCQpTk5OSndszffvtN6du3r1KpUiXFzs5OMTc3V8qWLau8/vrryvnz5/Xl9uzZowBZLs2bN8/xGEuXLlUA5fjx4wbrR48erVSrVk2xt7dXzMzMlJIlSyr9+vVTLl26lKmOcuXKKZ07d86y/uPHjyuAsnTpUpPP/1lmyu+LUZPAubu766P7omgz9knqunXrsLOzo0+fPgbrBwwYQN++fTl69Kg+h/OuXbtyrW///v2cP38ed/f0VxDi4+PRaDRcvny50BOpF9Y1yYpWq+XKlSt52jc/FeY10el0vPHGG2g0GhYvXvzMP/0vDqRfMZ70N6aRvqh4kD7ENNKPmEb6EeMVpd8t8fQVpZ//s9C35Eb6nvxXlH5Hi5uXXnqJl156KddyLVq0QFGUPB0jMDCQwMDATOvnzJljdB0hISHZbqtXr16e21ZcGJUCok2bNvzvf/+jQoUKtGqVPpx827ZttGrVKteldevWBXoCIm+Cg4OpWrUqZmaGzwD8/f31200xePBgLl++zJkzZzhz5gzdunVj+PDhJv0xF7b8viZhYWGsWbOGhIQE0tLS+P3339mzZw/NmzfPtzYXtPy+JgBDhgwhNDSU3377LVO94tkm/YrxpL8xjfRFxYP0IaaRfsQ00o8YryCuVVpaGklJSWi1WoN/i6JH+pb8JX1P/pM+Soi8Maq3+Oqrr7h//z5bt27l2rVrqFQqwsLCCAsLy3Xf5+Vp1PMmKiqK8uXLZ1rv7Oys324KOzs7g7xDNjY2ODg44OLi8mQNfYry+5oAzJ07l4EDB6JSqahUqRK///47NWvWfOK2Pi35fU2uX7/Ojz/+iJWVFa6urvr1W7dupWnTpk/WWFHopF8xnvQ3ppG+qHiQPsQ00o+YRvoR4xXE79a0adP49NNP9Z8/++wzli5dmuVoMFG4pG/JX9L35D/po4TIG6MCwK6urvz555+kpqYSGhqKt7c3vXv35ssvvyzo9okClFNw/kkD98uWLXui/QtLfl4TT09P9u/f/6RNKnT5eU3KlSsnr2U856RfMZ70N6aRvqh4kD7ENNKPmEb6EePl99/iJ598wieffPIELRJPk/Qt+Uv6nvwnfZQQpjPpfQFzc3PKli1L2bJl8fb2ply5cgXVLlHAXFxcsnwydu/ePeDh07PiRK5JZnJNhCnk98V4cq1MI9ereJCfs2nkeplGrpfx5FoVb/Lzz19yPfOfXFMh8saoHMCPCwkJYebMmfndFvEU1ahRgwsXLpCWlmawPmOyPz8/v8JoVqGSa5KZXBNhCvl9MZ5cK9PI9Soe5OdsGrleppHrZTy5VsWb/Pzzl1zP/CfX9CFF0fEg7irx987wIO4qiqLLc11Hjx7lxRdfpGzZslhaWuLh4UHDhg0ZM2aMvsyBAwcYPHgwdevWxdLSEpVKlePEbBnOnz+vL3/ixAmDbcuWLUOlUmW5PJ521tvbmy5dumSq/8cff0Sj0dCtWzeSkpLydgGKgTwFgMWz78UXXyQ+Pp41a9YYrF++fDklS5bkhRdeKKSWFR65JpnJNRGmkN8X48m1Mo1cr+JBfs6mketlGrlexpNrVbzJzz9/yfXMf3JN0yVEB3Pj7BeEXl5ExLVfCb28iBtnvyAh2vRJ8DZv3kyjRo2IjY1l5syZ7Nixg3nz5tG4cWN+++03fbldu3axc+dOypYtS6NGjYyqW6vVMnDgQIOc1VlZunQphw8fNliMmbfhyy+/5M033+S1115j7dq1WFlZGdWu4ijPU0ZGRESwYMEC9u3bR2hoKMnJyVmWU6lUXL16Nc8NFKbbunUrCQkJxMXFAelPW1avXg1Ap06dsLGxoWPHjrRt25a3336b2NhYKlasyKpVq9i2bRsrVqxAo9EU5inkO7kmmck1EaaQ3xfjybUyjVyv4kF+zqaR62UauV7Gk2tVvMnPP3/J9cx/ck2NkxAdTPi/KzKt16bGEP7vCjzK98PWyfiR0DNnzsTHx4ft27djZvYwTPjKK68YvP0/ceJEJk+eDMCsWbMICgrKte45c+Zw69Ytxo8fz6hRo7It5+fnR7169YxuM8BHH33E9OnTGTFiBPPmzXvi+SKee0oenD9/XnFzc1PUarWiUqlyXcTTVa5cOQXIcrl27Zq+XFxcnDJy5EjF09NTsbCwUPz9/ZVVq1YVXsMLkFyTzOSaCFPI74vx5FqZRq5X8SA/Z9PI9TKNXC/jybUq3uTnn7/keuY/uaaKkpycrISEhCjJyclZbtfptErI/z5Xrp4Yn+0S8r/PFZ1Oa/Qxq1evrrzwwgsmtfPLL7/M9HN53OXLlxVra2tlw4YNytKlSxVAOX78uEGZ7NZnpVy5ckrnzp0VrVarDB06VAGUSZMmmdTu501uvy+PUimK6VNIdunShS1bttCrVy8++ugjKleujK2tranVCCGEEEIIIYQQQgghgJSUFEJDQ/Hy8sLCwgKdLoXUpLv67ckJt4i8sS7XelzLvoilbWn9Z3MrN9RqiyzLvvnmm/z444+MGDGC1157jTp16mBubp5j/bNmzeL999/n2rVreHt7Z9quKAotWrTAw8OD33//nWXLljFgwACOHz9uMNI3Y72Hhwd3797F0dGRFi1aMGXKlEz5nL29vfH19cXZ2ZnffvuNuXPnMnLkyFyvxfPs8d+XnOQpBcT+/fvx9fXl999/lyHWQgghhBBCCCGEEELks9Sku9y+8I3J+z0eJC5VdQSWNqWyLDtjxgwuXrzIN998wzfffIO5uTkBAQF07dqVd955Bzs7O5OPP3/+fM6ePcvvv/+eYzlPT08+/vhjGjRogIODA2fPnmXGjBk0aNCAgwcPUrNmTYPyO3bsANLTPxT34K+p8hQAVhSFGjVqSPBXCCGEEEIIIYQQQogCYG7lRqmqI/Sfn2QEcHZcXFzYv38/J06cYNeuXZw4cYKgoCA+/PBDFi5cyPHjx3OdxO1R169f58MPP2Tu3Ll4eHjkWLZDhw506NBB/7lZs2Z07tyZGjVqMGnSJDZs2GBQvlatWty7d49vv/2Wrl270qBBA6PbVdyp87JTvXr1uHLlSn63RQghhBBCCCGEEEIIAajVFljalNIv9q4BaMwdc9xHY+6IvWuAwX7ZpX94VL169Rg/fjx//PEHd+7c4d133yUkJMRgIjhjDB8+HD8/P3r16sX9+/e5f/8+iYmJAMTHxxMTE5Pj/t7e3jRp0oQjR45k2laqVCmCgoJwcnKiffv2HD582KS2FWd5CgB/8sknRg3lFkIIIYQQQgghhBBCPDmVSo1rma45lnEt0xWVKk/hPj1zc3MmT54MQHBwsEn7BgcHc+TIEZycnPTL8OHDAWjZsiXlypXLtQ5FUVCrsz4HHx8fgoKCcHZ2pn379hw6dMik9hVXeUoBATBq1Chee+01tmzZQtu2bSldunS2KSGaNWuW5wYKIYQQQgghhBBCCCHA1skPj/L9iLy5EW3qw9G0GnNHXMt0xdbJL4e9M8uYROxxFy5cAKBkyZIm1ffrr7+SlJRksG7btm188cUXfP/991SvXj3H/a9du8bBgwdp06ZNtmW8vb0JCgqiZcuWdOjQga1bt9K4cWOT2lnc5CkA3KJFC1QqFYqi8NNPP/Hzzz/nWF6r1eapcUIIIYQQQgghhBBCiIdsnfywKVGNpPhraFPj0JjbY2Xnk6eRv+3bt6d06dJ07dqVKlWqoNPpOHPmDLNnz8bOzo5Ro0YBcPfuXfbu3QvA2bNnAdi6dStubm64ubnRvHlzgCzz8oaEhABQt25d6tWrp1/fpk0bmjVrhr+/v34SuJkzZ6JSqZg6dWqO7S5XrpxBEHjLli00bdrU5PMvLvIUAH7jjTdkAjghhBBCCCGEEEIIIQqBSqXG2r7CE9czYcIENmzYwJw5cwgNDSU5ORkvLy/atGnDhx9+SNWqVQE4d+4cffr0Mdh32LBhADRv3pygoCCTj12jRg1+++03Zs2axYMHD3B3d6dVq1ZMnDiRypUr57p/2bJl9UHgjh07smXLFslCkA2VoihKYTdCCCGEEEIIIYQQQojiLCUlRZ+SwcIi94nbRPFmyu/Lk2WFFkIIIYQQQgghhBBCCFFkSQBYCCGEEEIIIYQQQgghnlNG5QCeMmUKKpWK4cOH4+zszJQpU4w+gEqlYuLEiXluoBBCCCGEEEIIIYQQQoi8MSoHsFqtRqVSceHCBSpXrqz/bEz6YJVKhVarzZfGCiGEEEIIIYQQQgjxPCqMHMBdunThwIEDnD17ljJlyhhsu3fvHtWrV6d8+fLs37+fSZMmcebMGU6fPs2dO3fo378/y5Yty1TnJ598wqeffpppvaWlJUlJSQbr4uLi+Pjjj1mzZg2RkZGUK1eOwYMHM2bMGDQajb7csmXLGDBgAJaWlly6dIly5coZ1NOiRQsiIyMJDg5+gqvxbDHl98WoEcBLly4FwMvLy+CzEEIIIYQQQgghhBDi6dLqtBy+dprwuEg87F1p6FMbjVqT+46P+fHHH/Hz82Pw4MFs377dYNs777xDXFwcy5cvR61WM2fOHPz9/enWrRtLlizJte5t27bh6Oio/6xWG2aiTUtLo23btly+fJmpU6dSuXJltm3bxgcffMCtW7f4+uuvM9WZnJzMhAkT+Pnnn00+1+LMqABw//79c/wshBBCCCGEEEIIIYQoeBuDd/PhxlnciYnQryvp6M70rmPp6tfKpLo8PT1ZsGABL7/8MgsXLmTIkCEArFu3jlWrVrFgwQIqVqwIpI/WzQjiGhOArVu3Lq6urtluX716NUePHmXNmjX07NkTgLZt2xIfH8/8+fMZPnw4vr6+Bvt06NCBX375hbFjx1KzZk2TzrU4k0nghBBCCCGEEEIIIYR4BmwM3k3ginEGwV+A0JgIAleMY2PwbpPrfOmll3jllVcYO3YsISEhREVFMXToUNq2bcvbb7+tL/f4CN4ndfDgQVQqFR07djRY36VLF3Q6HevWrcu0z7hx43BxcWH8+PH52pbnnQSAhRBCCCGEEEIIIYQo4rQ6LR9unEVWM3JlrPto42y0OtPn4po/fz729vYMHDiQYcOGkZKSYlSah5zUqFEDjUaDh4cHb7zxBjdu3DDYnpKSglqtxtzc3GC9paUlAH///XemOu3t7ZkwYQLbt29n927Tg93FlVEpIIQQQgghhBBCCCGEEE9PYkoS/9wN0X8+c+t8ppG/j1KA2zHhrDi+gVqlq+nXV3LzxsbCKsdjOTs7s3jxYjp16gSkp3goXbp0ntpdoUIFPvvsM2rXro2VlRXHjh1j5syZ7Nixg5MnT1KqVCkAqlWrhlar5ciRIzRp0kS//4EDBwCIiorKsv6hQ4cyb948xo8fz7Fjx1CpVHlqZ3EiAWAhhBBCCCGEEEIIIYqYf+6G0PKbfibv9+66zw0+7xmxgpqlquS6X8eOHWnQoAFRUVH062f6cTO8/vrrBp9btmxJy5YtadiwITNnzmTevHkAvPbaa0yZMoW33nqLpUuX4uvry9atW/WTv2WXcsLCwoJp06bRt29ffv/9d15++eU8t7W4kBQQ4rm0YsUKhgwZQr169bC0tESlUrFs2bJsyx89epTu3bvj6uqKpaUllStXZtKkSTx48CBT2cDAQFQqVY7L1KlTszzO5cuXGTFiBNWrV8fBwQFLS0vKli1L7969WbNmDTqdLr8ugRCiCJM+SgjxrFm2bFmufUvr1q2z3f/atWvY2dmhUqkYOnRotuUURWHt2rX07NmT0qVLY2lpib29PTVr1uTdd9/l/PnzBXF6QohnmPRP4nlWyc2bPSNW6Jc5L35k1H5zXvzIYL9Kbt5GH9PS0hILC4s8tjh79evXp3Llyhw5ckS/ztXVlW3btgHQoEEDnJycGDFiBF999RWAfqRwVl555RXq1KnDxx9/TGpqar6393kjI4DFc2nChAlcv34dV1dXvLy8uH79erZl165dy8svv4xGo6FXr154enpy8OBBpk6dyu7du9m1a5c+/wxAjx498Pb2zrKuWbNmkZCQQPv27TNtmz17NuPHj0en09GkSRPatm2LjY0NN2/eZOfOnaxZs4aBAweyePHiJz5/IUTRJn2UEOJZU6tWLSZPnpzlttWrV3Pu3Lks+xZID5oMGDAg12Pcu3ePPn36sHv3bkqUKEHbtm0pX748KSkpnDt3jgULFvD111+za9cuWrRo8SSnI4R4jkj/JJ5nNhZWBiN3/bwq8eXuHwmNicgyD7AKKOnoQb+A7mjUmqfWTmMpipJpVG9AQADnz58nJCSEhIQEKlWqxMmTJwFo1qxZtnWpVCq++OIL2rZtyw8//FCg7X4uKEI8h/766y8lJCREURRFmT59ugIoS5cuzVQuMTFRcXV1VczNzZUTJ07o1+t0OmX48OEKoEyfPt2oY544cUIBlBo1amTatnDhQgVQvL29lZMnT2banpqaqvz4449K//79jTtBIcQzTfooIcTzIjk5WXFxcVHMzMyUsLCwLMvMmzdPMTMzU7766isFUIYMGZKpTGpqqtKsWTMFUPr166fExMRkKnPnzh1lwIAByvr16/P9PIQQzx/pn8SzKDk5WQkJCVGSk5OzLfPn2V2K8/i6ivP4uorTI0vGuj/P7nqiNjRv3lypXr16ruVsbW1N+n5w+PBhRa1WK6NHj86xnE6nU3r16qWULFlSSUxM1K9funSpAijHjx83KN+2bVvF3d1dqVu3rlHtfp4Y8/uSQUYAi+dSmzZtjCp38OBBIiMj6dOnD3Xr1tWvV6lUTJs2jfnz5/P9998zfvz4XJOK//jjjwAMGjTIYH1MTAzvv/8+FhYWbN68mWrVqmXa18zMjEGDBj1Rjh0hxLND+ighxPNi3bp1REVF0aNHDzw8PDJtv3LlCh9++CHjxo2jdu3a2dbz888/s2/fPpo1a8by5cuzzPnn5eXFkiVLSE5OztdzEEI8n6R/Es+rrn6tWNZvJh9unGUwIVxJRw8+7zqGrn6tCuzYe/fu5e7duwBotVquX7/O6tWrAWjevDlubm4A1KxZk379+lG1alX9JHBffvklnp6ejBs3zqDOjz/+mBo1auDl5cWNGzdYsmQJR48eZfPmzVhbW+fapi+++IK6desSERFB9erV8/mMnx9PHAC+ceMGoaGhOXZ0OQ3ZFqIwhYeHA+Dj45NpW4kSJXBycuL69ev8+++/VKhQIdt6Hjx4wKpVq7C0tMyU7PyPP/4gNjaWvn37ZhlYedSjr3ELIYT0UUKIoi4jLczgwYMzbdPpdAwYMIBy5coxadIkDh8+nGs9EyZMyHbClwzSFwkhjCH9k3iedfVrRadqzTl87TThcZF42LvS0Kd2gad9mDx5Mnv37tV/DgoKIigoCIA9e/boU6BUq1aNH374gdDQUFJSUihZsiSvvPIKkyZNwsvLy6DO6Ohoxo8fT1hYGA4ODjRv3pyjR49So0YNo9pUu3ZtXn31VX755Zd8OcfnVZ4DwEuWLGHq1KncuHEj17JarTavhxGiQGU8nbp27VqmbTExMURHRwPpEyPlFFxZvXo1MTExvPLKKzg7OxtsO3jwIACtWhXcUzghxPNJ+ighRFF2/fp1du3aRalSpejQoUOm7XPnzuXQoUMcOHAgx6BIWloax44dw8zMjKZNmxZkk4UQxYT0T6I40Kg1NKlQL9/rzQjomrrtUatWrTL6eAsWLDCqXGBgIIGBgVluW7lyJStXrjT6mMVRngLAS5cu1T9Fq1GjBpUrV8bOzi5fGybE09CoUSMcHBxYv349p0+fNnj1Z+LEifp/379/P8d6cnq6HBYWBkDp0qXzocVCiOJE+ighRFG2dOlS/Sg6jcZwxNHly5eZMGECo0aNomHDhjnWExUVRWpqKp6enlhZWRVkk4UQxYT0T0IIYShPAeCvvvoKMzMz1qxZQ9euXfO7TUI8NXZ2dnz11VcMHjyYhg0b0rt3bzw9PTl06BAnT56kSpUqXLx4MdNNw6OuXLnCvn378PHxkRF0Qoh8JX2UEKKo0ul0LF26FJVKxcCBAzNtCwwMpGTJkkybNq2QWiiEKK6kfxJCiMxyTmCTjX/++YdmzZpJ8Fc8FwYNGsSWLVto2LAhGzZsYMGCBZiZmbFr1y4qVqwIPHwNOyuLFy9GURQGDhyY5SRMnp6eANy+fbtgTkAI8VyTPkoIURT99ddf3Lhxg1atWmXKU/71119z5MgRfvzxR2xsbHKty8XFBXNzc6KiomQCJSHEE5P+SQghMstTANjZ2VlSPojnSseOHdmzZw9xcXEkJiayb98+mjRpQnBwMGq1mjp16mS5n1arZfny5Wg0GgYMGJBlmcaNGwOwa9euAmu/EOL5Jn2UEKKoySm1zJkzZ1AUhZYtW6JSqfRLy5YtAVi4cCEqlYoePXoAYGZmRv369UlNTWXfvn1P7RyEEM8n6Z+EECKzPAWAu3fvzrFjx3jw4EF+t0eIIuPgwYOEhITQoUMHHB0dsyyzZcsWQkND6dChA6VKlcqyTO/evXFwcGDNmjVcvHgxx2PKU2UhhLGkjxJCFJaoqCg2bNiAs7MzL774YqbtzZs3Z9CgQZmWTp06AVClShUGDRpE27Zt9fsMGjQIgM8//xxFUXI8vvRFQojsSP8kihOdVseNI+c4/+cBbhw5h06rM7mORx+E5LRkTP42d+5cevbsiY+PDyqVihYtWuRY/4YNG2jevDkODg7Y2tpSvXp1fvjhh0zldu7cScOGDbGxscHV1ZXAwEAiIiIMygQFBaFSqVi9erXB+sTERDp27Ii5uTk//fSTydeg2FDy4N69e4qvr6/y0ksvKdHR0XmpQoinZvr06QqgLF26NMvtMTExmdbdvn1bqVKlimJmZqacPHky27q7d++uAMratWtzbMPChQsVQClfvrxy+vTpTNvT0tKUZcuWKYGBgTnWI4R4/kgfJYR41syZM0cBlJEjR5q03549exRAGTJkSKZtqampStOmTRVA6d+/vxIbG5upTFhYmDJ48GBl/fr1eW67EOL5Jv2TeNYlJycrISEhSnJyco7lLm47osxvNFSZUb6PfpnfaKhycdsRk453+PBhg6VTp06KtbV1pvUZ30l8fX2VOnXqKAMHDlTc3NyU5s2bZ1v39OnTFbVarQwbNkzZunWrsnPnTuXbb79VvvnmG4NyQUFBipmZmdK9e3dlx44dyooVK5RSpUopfn5+SlJSkr5cxt/pH3/8oV93//59pXHjxoqlpWWx/Psz9vdFURQlT5PAjRkzhmrVqrF69Wp27NhBvXr1KF26dJa5BVUqlf4VDCGelh9//JEDBw4AcPbsWf26jKdWPXr00L/W8/XXX7NixQqaNGmCu7s7N2/eZMOGDSQmJrJ48eJsX60ODw9n8+bNeHh45JoP+6233iI2NpYPPviAOnXq0KxZM2rXro21tTW3b99m165d3L59O8vXlIQQzx/po4QQz7KcXq/OKzMzM9avX0+fPn1Yvnw5f/75J+3atcPHx4eUlBTOnz9PUFAQqamp9OvXL9+OK4R4vkj/JIqDS9uPsn74bHhsQHpceBTrh8+mx/wx+LZ/wai6GjRoYPDZzc0NtVqdaX2G8+fPo1anJxPw8/PLtt6TJ0/y8ccfM336dMaNG6df37p160xl33//fSpXrszq1asxM0sPU/r4+NC4cWOWLFnC22+/neUxIiIiaN++PVevXmXr1q36VC4ia3kKAC9btkz/75iYmBzzBkoAWBSGAwcOsHz5coN1Bw8e5ODBgwB4e3vrgyuNGjVi7969bNy4kejoaFxcXOjUqRPjx4+ndu3a2R5j+fLlpKWl0b9/f30nlZOxY8fSrVs3vvnmG3bv3s2PP/5IcnIy7u7uBAQEMG/ePHr27Jn3kxZCPDOkjxJCPKuOHTtGcHAw9evXp0aNGvlat7OzMzt37mTt2rWsWLGC/fv3s27dOszMzChfvjxvvfUWQ4cOpWrVqvl6XCHE80H6J1Ec6LQ6dk1Zlin4C6SvU8Guqcuo1CYAtSZPWV9zlBH8zc23336LpaUlI0aMyLHc7du3OX78ONOnTzf4ztKoUSMqV67MunXrsgwAX79+nbZt2xIdHc3u3bupV6+eaSdSDKkUJZckNlnYu3evSeWbN29u6iGEEEIIIYQQQgghhCg2UlJSCA0NxcvLCwsLC1IfJBN19bZ+e9jZq2yfsCjXetpPexPPGhX0n10qlMLc2jLX/QIDA1m9ejXx8fG5lvXz88PV1VX/FuOjKlSoQIkSJXj33XeZOnUqV65cwcvLi379+jFlyhQsLCwA2L59Ox06dGDz5s36XNwZ+vTpw8GDB7lz5w6QngO4ZcuWTJkyRZ9HeMeOHcX6wcvjvy85ydMIYAnoCiGEEEIIIYQQQghRcKKu3mZ59w9M3u/xIHH/DTPw9CufX83K1e3bt7l79y4jR45k6tSpVKtWjV27djFjxgxu3rzJypUrgfSJGyF9lP3jnJ2d9dsfNWnSJDQaDWfPni3WwV9T5SkALIQQQgghhBBCCCGEKDguFUrRf8MM/ecnGQH8NOl0OuLi4li1ahWvvPIKAC1btiQhIYG5c+fy6aefUrFiRX35rOYUy259ly5d2Lx5M8OHD2fTpk3Y2NgUzEk8Z54oAJyamsq6devYv38/d+7cQaVS4eXlRdOmTXnxxRcxNzfPr3YKIYQQQgghhBBCCFFsmFtbGozcda/qzaFv1xIXHpV1HmAV2Hu64P9S6wLJAWwsFxcXwsLCaN++vcH6jh07MnfuXE6dOkXFihVxcXEByHKk771797IcGdy/f3969OjBm2++SefOndm0aRO2trYFcyLPkTwHgA8ePEjfvn25desWj6cRXrBgAWXKlOGXX36hUaNGT9xIIYQQQgghhBBCCCGKM7VGTetJgawfPhtUGAaB/xss23piYKEGfwH8/f0JCwvLtD4jfpgxmZyfnx8AZ8+ezZQD+OzZs/rtjxs0aBBqtZrBgwfTqVMntmzZIkHgXOTpN+Ly5ct07NiRmzdvUqdOHebMmcO6detYt24dc+fOpW7duty4cYOOHTvyzz//5HebhRBCCCGEEEIIIYQodnzbv0CP+WOw93AxWG/v6UKP+WPwbf9CIbXsoV69egGwdetWg/VbtmxBrVYTEBAAQKlSpahfvz4rVqxAq9Xqyx05coRLly7Rs2fPbI8xYMAAFi9ezIEDB+jYsaNRE9cVZ3kaAfzZZ58RHx/PnDlzGDVqVKbtI0eO5Ouvv2b06NF89tlnLFu27EnbWSTodDru3LmDvb19tvlJhBDFg6IoxMXFUbJkSf3Ty8Ik/ZMQIoP0T0KIokr6JyFEUVXU+qfc+LZ/gUptArh1/ALxEdHYuTtROqBqgY/8PXHiBCEhIQDExsaiKAqrV68GICAggHLlygHpwdmFCxcybNgwIiMjqVatGjt37mT+/PkMGzZMXw7giy++oG3btvTp04dhw4YRERHBBx98gJ+fHwMGDMixPYGBgajVagYMGEDHjh3ZunUrdnZ2BXPyzzolD0qVKqXUqVMn13J16tRRSpUqlZdDFEk3b95USB9gL4ssssiiAMrNmzcLu2tSFEX6J1lkkSXzIv2TLLLIUlQX6Z9kkUWWoroUdv+UnJyshISEKMnJyYVy/P79+yu2trY5bs/u2i1dutSgbFRUlDJkyBDFw8NDMTc3VypXrqx8+eWXilarzVTvjh07lAYNGihWVlaKs7Oz8sYbbyjh4eEGZfbs2aMAyh9//JFp/59//lnRaDRKo0aNlNjY2Lyd/DPIlN8XlaI8lsDXCJaWlvTu3ZuVK1fmWO61115jzZo1JCUlmXqIIikmJoYSJUpw8+ZNHBwcCrs5QohCFBsbS5kyZbh//z6Ojo6F3Rzpn4QQetI/CSGKKumfhBBFVVHpn1JSUggNDcXLywsLC4tCa4d4Npjy+5KnFBAuLi5cvnw513KXL1/Ocsa+Z1XGa0EODg5ygyCEACgyrwtK/ySEeJz0T0KIokr6JyFEUVVU+ich8luekoO0bNmSU6dOsWjRomzLLFq0iJMnT9KqVas8N04IIYQQQgghhBBCCCFE3uVpBPCECRNYv349Q4cO5ZdffqFv3754e3ujUqm4du0aK1euZP/+/djY2PDxxx/nd5uFEEIIIYQQQgghhBBCGCFPAeCqVavy559/8tprr7F371727dtnsF1RFDw8PFi5ciVVq1bNl4YKIYQQQgghhBBCCCGEME2eUkAAtG7dmn///ZclS5YQGBhIu3btaNeuHYGBgSxZsoSrV69K+gchhCjmtFodJ47cYNuf5zlx5AZare6ZqFsIIYQQQgghijKdonAjLpXz91K4EZeKTlFMrkOlUhm1BAUFATB37lx69uyJj48PKpWKFi1a5Fj/hg0baN68OQ4ODtja2lK9enV++OGHTOV27txJw4YNsbGxwdXVlcDAQCIiIjKVu3DhAq+//jrly5fHysoKV1dX6tSpwzvvvENsbKzJ51+c5GkEcAYbGxsCAwMJDAzMp+YIIYR4XuzefolZU3YRERanX+fuac/YSa1p1d7X5PoiI+KJjIgH4Pjh6/y86Bj3ohL1251dbHj9zfoENCwHgKu7Ha7udk94FkIIIYQQwhharY7Tx28RGRGPq7sdtQNKo9HkecyZECIHl6JT2HUzkbjUh0Ffe3MVrcvY4OtkYXQ9hw8fNvg8depU9uzZw+7duw3WV6tWDYDvv/8eW1tbWrVqxcaNG3Ose8aMGXz88ccMHTqUDz/8EHNzcy5evEhKSopBub1799KxY0c6d+7Mhg0biIiIYPz48bRu3ZoTJ05gaWkJwOnTp2ncuDFVq1Zl0qRJeHt7ExkZyf/+9z9+/fVXxo4dKxN65uCJAsBCCCFEVnZvv8S44evhsYfQEeFxjBu+npnze5gcBF6z6gyLvj6Y7fZ7UYnMmxGk//zmyMYMGdXEpGMIIYQQQgjT5feD/8dJcFmIhy5Fp7D+34RM6+NSFdb/m0CP8hgdBG7QoIHBZzc3N9Rqdab1Gc6fP49anf635+fnl229J0+e5OOPP2b69OmMGzdOv75169aZyr7//vtUrlyZ1atXY2aWHqb08fGhcePGLFmyhLfffhtIH32sVqsJCgrC3t5ev3/v3r2ZOnUqSh5GQBcnRgWAb9y4AUCpUqXQaDT6z8YqW7as6S0TQgjxVOTnDXVkRDwRobHMmLgjU/AX0K+bMWkHnp72uHs5GD1Kt9ertWjaojyj31xjMPL3cc6uNsz9oRfuXvL0VwghhBCioGS8nXX88HWDh/AZIsLiGDdsPaM+aEFAw3J5fjuroIPLQjxLdIrCrpvZfxcC2HUzkUolzFGrVPl+/Izgb26+/fZbLC0tGTFiRI7lbt++zfHjx5k+fbo++AvQqFEjKleuzLp16/QB4KioKBwcHLCzy7ofURXA+T5PjAoAe3t7o1arOX/+PJUrV8bb29voC6tSqUhLS3uiRgohhCgY+X1Dndso3Qz3IhN5o+fPJo3SdXW3I+TfezkGfzPqTnyQJukfhBBCCCEKkLH3fRnBYVPu+55WcFmIoi5VpxCVpNV/DktIM0j7kJW4VIW/I5PxtH0Y8nOx0mCufnoB0n379lG1alXWrFnD1KlTuXLlCl5eXvTr148pU6ZgYZE+Qjk4OBgAf3//THX4+/tz8ODDPqZhw4Zs3ryZ1157jSFDhlC/fn2sra2fzgk9B4wKADdr1gyVSoWNjY3BZyGEEM+ugkjT0KJtJe7fS+SPFadzLdunX21atK1kUv0ZOYDzq5wQQgghRHGSn29+9Xq1Fm7udnw+YXuuZT+a1p5mrSsaXXdBBpeFeJZEJWlZfiEu94KP2X7jgcHn/lXt8bR5ellgb9++zd27dxk5ciRTp06lWrVq7Nq1ixkzZnDz5k1WrlwJpI/qBXB2ds5Uh7Ozs347wNixYzlx4gSrVq1i1apVaDQa/P396dSpE6NGjcLNze3pnNwzyqiffsZsf9l9FkII8ewoyDQNQX/9Y1TwF+CPFacp4WyDbzUPI1uO0e14khEgkmNOCCGEEM+jgkilcD865zezTC2XoSCDy0I8S1ysNPSv+jDfbVhCWqbgblbal7XONAL4adLpdMTFxbFq1SpeeeUVAFq2bElCQgJz587l008/pWLFh3+32Q0yfXS9paUl69at48KFC2zfvp0TJ06wd+9ePvvsM77//nsOHjyIr6+khcmOfKMVQohiZs2qM7zR82ejUim80fNn1qw6Y3TdvV6txU9rX8fZxSbHcs6uNvy09nV6vVrL6LoBageUxt3THrJ7CUUFHl721A4obVK9GXZvv0TXZt8z9LVVTHh3I0NfW0XXZt+ze/ulPNUnhBBCCGEqrVbHiSM32PbneU4cuYFWq3viOjPe/Ho0+AsP3/zKy73OmlVnWDB7v1FlF8zeb9I9pau7HTa2xk1iZWNrIekfxHPLXK3C08ZMv/i7WmJvnvMb+fbmKvxdLQ32e5rpHwBcXFwAaN++vcH6jh07AnDq1CmDco+O9M1w7969LEcGV61aldGjR7NixQpu3LjBV199RVRUFBMnTszXc3je5Gn8d6tWrejQoYPBTH5ZmTVrFlu2bGH37t15atzzRKfVcev4BeIjorFzd6J0QFXUMqJMCFEIer1aC3NztVE37MPGNKVb78z5mLKTkX/tg6nt0tNLgOEo4//uOz6Y0o5qNUsa32ge5oJ7NbBulrngMo71Sv+6/HMhwuhccJJjToiiIz4imviIaP1nnVZHxPlrJEbHYeNkj3s1H4P7Jzt3J+zcnQqjqUIIUSAKYpSuVqtj1pRd2b/5pYLZU3fRvE0lk956KsgJeiMj4klMSDGqbGJCiv7NLWPqfTRVmE6r4+L5CO5HJ1LCyYYq1dwN/j8j932iqFGrVLQuY8P6fxOyLdO6jE2BTABnCn9/f8LCwjKtV5T0jihjMjk/Pz8Azp49S6dOnQzKnj17Vr89OyqVinfffZcpU6bo8wmLrOUpABwUFIS3t3eu5S5dusTevXvzcojnyqXtR9k1ZRlxYQ+faNh7utB6UiC+7V8oxJYJIYqrEk45j9A1tdzjWrX3Zeb8Hpm+wHh42jNmYsFOMGdqLjjJMSdE0XFm1V8c/Hq10eUbj+xNk1EvFWCLhBCi4BXkw+hL58PZtfVippG/BhQID41j4dz9tO5Yxej0XAX54N/Y+zOAzyds525EfL7e92WQ+z5RFPk6WdCjPOy6mWgwIZy9eXpw2NfJuNHzBalXr17s2LGDrVu30rdvX/36LVu2oFarCQgIAKBUqVLUr1+fFStWMHbsWDSa9FQVR44c4dKlS4wePVq/b2hoKF5eXpmOdefOHWJjY6lbt27BntQzrkAzQCclJWFm9vSSTBclGSNYrh8OJmjGikzb48KiWD9sNi0+6Ee5hn4ygkUI8dQU1A3141q196V5m0r5OtFI80fyuxkzYsPYeiXHnBBFQ61X21Kxdb1s758yPHr/JIQQz7qCfBg9e+ouTh27aVTZJQuOcObEbX5Y1Tf3wo8oiAf/Gfd92QXFMzwaFC/MeoV42nydLKhUwpxb8WnEpyrYmasobWdW4CN/T5w4QUhICACxsbEoisLq1ekP7wMCAihXrhwAAwYMYOHChQwbNozIyEiqVavGzp07mT9/PsOGDdOXA/jiiy9o27Ytffr0YdiwYURERPDBBx/g5+fHgAED9OXeeust7t+/T69evfDz80Oj0XDx4kXmzJmDWq1m/PjxBXruz7oCi87Gxu3zbiUAAQAASURBVMZy6NChLKPzxYGxI1gyvtzICBYhxNPyNG98NRo19RqUzfP+j8pqtIupo0myq1dyzAlRNNi5O2Hj4sjaIV9mX0gFJ5dvJWBgF0mnJYR4LhTkw+gxE1uza+tFliw4kmvZgcMa0LpjFaPrflR+P/jPuO+r4udJqbIlMgeXvfIWXHZ1t8PJxYb3hqzNvpAKfl1+kr4DA2QiYFGkqVUqytqbP9VjfvvttyxfvtxgXZ8+fQBYunQpgYGBAJibm/PXX3/x0Ucf8fnnn3Pv3j18fHyYMWMG7733nsH+LVq0YMuWLUyaNImuXbtiY2NDly5d+PLLL7G0tNSXGzFiBL/99huLFi3i9u3bJCQk4ObmRsOGDfnpp59o0KBBwZ78M87oAHD58uUNPq9evZqgoKAsy6alpREeHk5aWhrvvPPOEzXwWVWtdwvMne0I+mRZrmVbfBJIpVb1Cr5RQghBwd1QP6sKKsecECJvbh2/YJA2KxMF4kKjuHX8AmUbVH96DRNCiEdotbp8DXYW1MNo32oeVPR1Y9Pac0SEx2WdB1iVPlp3yOimTxTwzM8H/4/K7+Dy6eO3jEqJcfr4rQI5HyGKsmXLlrFs2bI8b3+Us7Mz33//Pd9//32uZdu2bUvbtm1zLNOuXTvatWtn1LFFZkYHgDOGeEN6kuX4+Hji4+OzLGtubk7JkiXp1q0b06dPf+JGPovCo+5y/eaNhytUKuwqeWLuaENqTCLx/4TBf8mvr9+8gUNUOZxLuRdSa4UQxVV+31A/i55WSgwhhHEenQQuP8oJIUR+eHTysOOHr/PzomMGE585u9jw+pv1CWiY/lqzKXl6C/phtEajZuyk1ul5elVkmad3zMTWRfr+Lz+Dy49OApcf5YQQ4llgdABYp9Pp/61WqwkMDGTJkiUF0qjnQeT+89z+8wQAJWp7U+alRlg4P/yfdMq9eG7+foj7p0O4/ecJvBxdwF9GsQghnr6CGq3xrJBccEIULcbm9ZX8v0KIpym3B8b3ohIN7iNMydP7NB5GF0Se3meVsfdycs8nhHie5CkH8NKlS6lYUSbByUntPm2o0KQ2O+auoFTfxpm2mzvZUn5IW27/cpB2o/vh4OWS52NptVr279+vnxGxadOm+pkThRCiMKWkpbJq91/cvBdJGWdXXm3VFguzp5unKjeSEkOIoqV0QFXsPV2IC4/K9lVle08XSgdUfeptE0IUX71erUXTFuUZ/eYag5G/j3N2tWHuD71w93Iwqe6n8TBa3vxKVzugNO6e9rmmxKgdUPqpt00IIQpKnnr6/v3707hx5qCmeMjO3Qkv/wqU69sUSE+b8aiMz+X6NsXLv0KeR7GsXbsWb29vWrZsSd++fWnZsiXe3t6sXZtDUnshhHgKZq1ZRbulc1kRc4u9miRWxNyi3dK5zFqzqrCblq1W7X3ZuG8o3698lWlzuvL9ylf5c+9QCf4K8ZTER0QTcSGEuoEds/5SDqBA3f4dibgQImkghBBPjau7HYkP0nIM/gLci0wk8UGaSUHajAfRr7/5AjMX9MDd095gu4eXPTMX9OD1N1+gip9nvkzQ26FbNeo1KFvsgr+REfH8cyGCVwPr5vj/mVf61+WfCxGSBkI891QqlVFLxhxgc+fOpWfPnvj4+KBSqWjRokWO9W/YsIHmzZvj4OCAra0t1atX54cffshUbufOnTRs2BAbGxtcXV0JDAwkIiLCoExQUBAqlYrVq1cbrE9MTKRjx46Ym5vz008/6df/8ccfqFQqvvnmmyzb9tZbb2Fpacnff/8NwKZNm3jjjTeoUaMG5ubmmeJ4GUJCQrK9Tr/++mum8itXrqR27dpYWVnh6upK3759uXnzZqZyGXXMmDEj07Zly5ahUqk4ceJElm0yRp5GAK9cuZKJEyeycOHCbJM079ixg6FDhzJ9+nRefvnlPDfwWRYdHY1WpaAi618alUqFFoXo6GicnZ2Nrjc0NJTQ0FB2797N+++/n2n7rVu36NWrF19++SWtWrXCy8sLLy+vPJ+HEEIYK6N/WnV4H6fdrDFzNBz9YubgwDZtLOHz5/Jqw2ZFsn8q7ikxhChMZ1b9xcGvV+daLmjGCgAaj+xNk1Ev5elY8gaVEMJUTyN3bKv2vjRpWZ6flmzlRkgEZb3deWNgRywsitYbVM8qY9NtZIzENiWVhxBPm6Kkx5NSUlKwsLDAyckp26Bldg4fPmzweerUqezZs4fdu3cbrK9WrRoA33//Pba2trRq1YqNGzfmWPeMGTP4+OOPGTp0KB9++CHm5uZcvHiRlBTDnOd79+6lY8eOdO7cmQ0bNhAREcH48eNp3bo1J06cwNLSMttjxMTE0LlzZ06cOMHq1avp3r27flufPn3o27cvH3zwAR07djTIZLBjxw4WLVrE9OnT8ff3B2DdunUcOXKE2rVrY2lpycmTJ3M8vxEjRtC3b1+DdZUqVTL4/M033zBy5EgGDx7MjBkzuHXrFhMnTqRp06acPn0aJ6fMg0FnzJjBW2+9ZVKc0Bh5CgD//PPPJCQk0LJly2zLtGrVivj4eJYvX15sA8CP/1I/abkMCxcu5NNPP821XEZwePLkyXzyyScmHUMIIfLim8WL+GbJj9QaNxxLrDO//aBWoegUjqiT+L53D0YMHMznEybl6VhaRUfw3TCikhJxsbLBz80TjerJR7Eoio6k+GtoU+PQmNtjZeeDKh/qFULkrtarbanYup7+c2pKKns3bONeaATOXu40794B80eCIE/yBtWoUaO4deuWfl3p0qWZN28ePXv2zPsJCCGea08jd2xW/dOnn0n/lF8y0m1k0Gl1XDwfwf3oREo42VClmjvqR0ZFSx5gUVRFRERw6dIlkpOT9essLS3x9fXF3d3d6HoaNGhg8NnNzQ21Wp1pfYbz58+jVqf/jfj5+WVb78mTJ/n444+ZPn0648aN069v3bp1prLvv/8+lStXZvXq1ZiZpYcpfXx8aNy4MUuWLOHtt9/O8hgRERG0b9+eq1evsnXr1ixjlN9++y1BQUEEBgayb98+1Go1sbGxDB48mIYNGxoMqly0aJH+3N55551cA8Bly5bN9joBJCcnM3HiRLp27cqiRYv066tVq0ajRo2YNWsWn332mcE+bdq0ISgoiM8++4zZs2fneHxT5SkAHBwcjL+/v/4Hk2XFZmbUrFmT4ODgPDcuLi6OqVOncubMGU6fPk1kZKRJwcyIiAjGjRvHpk2bSExMpGbNmkybNi3LX7iCYGFhka/lMgwZMoSSJUsyZMiQXMsuXLiQrl27mlS/EELkVak2zahmkYKVS/ZBGZVahZWrM9WGvkGpZs2MrjvqQSL3ktJfuzwdcZs/Lv3N/eQH+u0lLK3p4+tPbfdSADhb2eBibWNS+xOig4m8uRFtaox+ncbcEdcyXbF1yv4Gx1gSXBYiZ3buTvqgbpZB2iV5D4LIG1RCiCcRGRGPjbUZzi42ueYAtrE20+fYNcbz0j89C/c5GXM/PKpazZKF1Boh8iYiIkKftuBRycnJ/P333/j7+5sUBDZFRoA0N99++y2WlpaMGDEix3K3b9/m+PHjTJ8+3SDG2KhRIypXrsy6deuyDABfv36dtm3bEh0dze7du6lXr16mMgBOTk4sXryYjh07MmfOHMaMGcO7775LVFQUu3btMnj7y9hzM1ZwcDAxMTF06tTJYH3Dhg1xdnZmzZo1mQLAvr6+VKhQgfnz5zNy5EjKlSuXb+3J09lFRkYa9cvk7u6eKWeHKaKiovjhhx9ITk6mR48eJu2bnJxM69at2bVrF/PmzWPDhg14eHjQoUMH9u7dm+c2mcLJySnHoeqQ/oQmqyHfOfHy8sLe3j73goC9vX2ebw60Wi1BQUGsWrWKoKAgtFptnuoRQhRtKWmpLN+xhWm//sTyHVtISUvNc13tff2oXcK4m43aJdxp72t8UHXzv+cZtnMtw3auZdHfR7mflEBlqwcE2MZT2eoB95MSWPT3UX2Zzf+eN6ntCdHBhP+7wiD4C6BNjSH83xUkROf9gWZG/TfOfkHo5UVEXPuV0MuLuHH2iyeuV4jn0dq1a+nduzd37tzB39+fli1b4u/vT2hoKL17987TXAcLFy6kbt26WQZXHvX+++9Tt25dFi5cmNfmk5aWxu7du1m7di27d+8mLS0tz3UJIYqGNavO8EbPn7lx+yKKoqAohglkM9bduHWRN3r+zJpVZ4yu+/H+Sa1W8ULdMnRtX5UX6pZBrU5/oyp/+qdUDu9fw45NCzi8fw1pT3Df9yi5zxHi6VAUhUuXLuVY5tKlS5n6qKdt3759VK1alTVr1uDr64tGo6F06dJ88MEHBm/BZwwazUjD8Ch/f/8sB5VeuHCBJk2a8ODBA/bt25dt8DdDhw4dGDJkCBMmTGDOnDksWbKEmTNnZkrXYKoZM2ZgYWGBjY0NTZo04c8//zTYnnGeWcUFLS0t+eeff0hKSsq07ZNPPkGj0TBx4sQnat/j8jQC2MXFhatXr+Za7urVq5QoUSIvhwCgXLlyREdHo1KpiIyM5McffzR638WLFxMcHMyhQ4do2LAhAC1btqRmzZqMGzeOo0eP5rldxrhx4wZhYWGo1Wr9zcCjTxN0Oh0qlQq1Ws3x48fx9PSkbFnjc04aG9TNa/BXXo0U4vmVMcoEYNXhfRwzT8XCyRE0QMwtliyZS/1Uc15tmD4615RRJofuhHD6fgQOTrn3Z6fvR3DoTggVnVyNqrtz+Wq84FWOCQe24aOJ5CXXSJzNHj6Yupem4fdIV0K0rkxt0gFXa1uj6o16kMi9B/Gob6wHyDJruwKEXd+ATnHH2douTyOLw/9dkWl9RnDZo3y/fBlhLMTzQKvVMmrUKBo3bsywYcNwc3PTb7t79y4LFixg9OjRdO/e3aScvU/rDao///yTpKQknJ2dcXBwQKfTsXbtWqysrOjWrVue6hRCFL5er9aiSQsf2rQPIDzcmXLuXfCvboeTk0J0tIq/g+O5cXczlvb3WLP2GB5ejkbX/dbgfpT2sufNoWNp17Iyk8a2xsvj4TwKoeGxTJm1ix17LrPo+1l06tw9h9qyt2vrj9iq/4eHqy0eNgA3OLEriARdTVp3HJynOkHuc4QoSFqtloSEBP3n2NhYg7QPWUlOTub27ds4ODzsR2xtbZ/qXAe3b9/m7t27jBw5kqlTp1KtWjV27drFjBkzuHnzJitXrgTSB34CWea7dXZ21m9/1KRJk9BoNJw9e5aqVasa1Z5Zs2bx119/8d5779GmTRuGDRuW53OztLTkzTffpG3btnh5eXHjxg2++eYbunfvzqJFixg8OL0/9fX1Ra1Wc/DgQQYMGKDf/+rVq/rv49HR0Zm+a3t6evLuu+8yffp0xo4dm2VwPC/yNAK4cePGHD9+nP3792db5sCBAxw7doxGjRrluXEZM+Dlxbp16/D19dUHfyE9LUW/fv04duwYt2/fznO7jLFz505iY2PZsWMHU6ZMyfRLGxkZyZQpU9ixYwexsbHs3LnT6LpDQ0OxtbXNdRS2h4cHtra2+l8sY+o9deoUs2bNolevXgbBX3j46tGsWbM4deqU0fUKIYqWbxYvokXvHnT74F1Ou1ljXsJwojZzRwdOu1nT7YN3adG7B98sXpRNTZkF2LkwvmFrUqJjUHRZP3VWdAop9+4zvmFrAuxcjK475X4Mf184h48mkiEe4ThpDN9KcNJoGeIRjrcmkr8vnCPlfkw2NRnacfUkvxz7CZU2PpspO9ODwiptHL8c+4kdV3POBfWotNRYkhJucvfGerJ7CK8oEHljPUkJN0lLjTW6biGeR2fOnGHSpEl4e3szadIkXF0NHxC5uLgwadIkypUrx6RJkzhz5oxJ9UdGRur/rVarDUYXP/qg/tFyxsi4h1q0aBHW1taZ3u4qUaIE1tbWLFq0SO6hhHhG3b59lnXr5xIWHkr9F1KZPz+WTz6JZ9SoBD75JJ7582MJqJ9CWNgd1q2fy+3bZ42uOy3hLPGRe2nXsjLzv+iBh5vh254ebvbM/6IH7VpWJj5yL2kJxtd959YV/ndyF6uWTaSc6z+4Ohs+xHZ1tqGc6z+sWjaR/53cxZ1bV4yuG9LTPkTezHkiqMibG1EUnUn1CiHSJSQkcOzYMf1y8eJFo/a7ePGiwX6PBpGfBp1OR1xcHAsWLGD48OG0bNmSadOmMWLECH755ReuXDHsa7KL/WW1vkuXLuh0OoYPH05iomFKHq1WS1pamn7R6dL7Hjs7O30u4k8//TTPsUZIHyD1ww8/0KdPH5o0aULfvn3Zt28ftWvX5oMPPtC/+eXs7Mxrr73GTz/9xMKFC7l37x5///03r732mj4Yn13aiXHjxuHs7Mz48ePz3M7H5WkE8LvvvsuaNWvo1q0bkydP5s0338TWNn2kVUJCAosWLWLq1KmoVCrefffdfGusKYKDg2natGmm9RmR83PnzlGqVKk81X3z5k0cHBxQq9X6IHXGaN6Mf9erV4+IiAi+++477t69y6FDh/Dz88PFxYWoqCiCg4PR6XRcvnyZtm3b0qpVK/2o4Nx+ER+fBE6tVmdZd3h4OPXr1zc6b7JMLifEs2/33t3Y2dujVqn/e11Qhfqx/qlElfJ0+vg97qSlv5KS3URt5Xt1xtPcAg+PUvx79TJqlQrVf/Wq0ndEjUr/WqJKpWLtsqUsXrIETaXylHvrNRSdgkr9sH5Fp4AK7vz+J+9e+oohQ97CfcjbZDQhoy1qtQqNmRq16r//qlX8seo71p09yZdDa/1X1vDcVar0YOpLrpGM/W4md2rUY/jIsWQ9pve/fVDRxDqMAFfjgj2vuUZiaR2GTpsEqNPz2qnU2ea3i717lPuhu7Js76Pt1qbFc+fifEp4tca5ZFuj2iLEs+bQuRPY2dmhVj/sk9TqjH4l/e981OT3OXnoOIu+/g7I3D+p1Wp0Oh1vv/02gcMGEXTqAMt/+im9LA/voR7dL+Nf876bx7yv5gLQpEmTbEcXHzhwgI+nTSIqOSbTfaxhvQ//PX/xd/zxxx98+sGkHNtta2vLK/378tLLLzNq9KhM9WTVbgCNWoNGrcFcY4YKOHr9byLiIvGwd6WhT2006icf0aPVaTl87TTh+VyvEM+Co0ePY29rh1qlwUyjAZUKjVqTfj+lUaNSq9i/eyl2ZmH6IO3jMoK0w8evx87sEnt3LcHR0ZtH/5of/r1n9FXp9w9LfjrDr7/+j8XfdAbQ31tlUKtV6HQKE8e0ZuDIP7mfWIe33m5lUObRbufRvuTArmXUrpqCt2ciYJtt3d6e97DRbufALnNadvggy7oeaToAOm0caYn/ZEqf9ThtagxhIQextK2M2uyR4Pbj96CPfFSrVWg0aszM1GjM1Gg0RSuXsBBPi62tLfXr19d/jo2NNSoIXKVKlUwjgJ8mFxcXwsLCaN++vcH6jh07MnfuXE6dOkXFihVxcUkfEJTVSN979+5lOTK4f//+9OjRgzfffJPOnTuzadMm/flVqFCB69ev68s+GrfKSMVg6jxcxjA3N+fll1/mgw8+4J9//tGPTP7uu+9QFIVhw4YxdOhQ1Go1r7/+Oh4eHmzfvl1//o9zcHBgwoQJjB49mj179uRLG/MUAG7YsCGzZ89mzJgx+sXd3R2VSkV4eLi+3JdffpllEPZpiIqKynYIecb27Dz6evSj4uPjATi2/xCWFpZo09JI++/pQmpaKilpaSSnJPMgOYnEpAdcuXKFu3fvAulPP7JK0h0REUGHDh1ITk7WPyXQaDSYm5tjbm6OmZmZ/t8ZC0ClSpUwMzPD19eXl156KdMXmL/++ovk5GSsrKxISkpi7ty52NraYmNjg52dHU5OTgaLjY2NTC4nxDMgt/7Jx2Ev9nY55x7v7QOaM7Fsc66VbRmVWoWlcwleiD1DV88wuH+SjHEbOWUDf7ULvNqlHwBLjpxmv3l5LJxK6Lenxtynaeo1fpjZBGgCpBBzc16O7c3QpTk4lipvkPYhU7tV4GymZUDHCjStmMKNvz83qu5bKeaUtcw9B96tFHPK3j9JyJnHRwGrHgkEq1GpNKhUarRaLTqdOWp17nWn6TxJTEjD8v4FNGY2qM1sMDN3QK3J+ecpRFGRW/+UHBGHWULOI8AmjhjPlY5XDO5rHqdWq3F3d+frGXOoWLEiIf/7x2C7TtGhU3RoMxadFq2io2H9hrywsj7Lv1/Ce++9l6nejNHFs76aTcfAHjzQJvPdn8tI0aaSoksjRZtCii7938nalP/WpZKkTaaZdx3ee3uUUe1+b/hoLpjfwXdauxyvhbFUqLCxsMbWwhqNWoPZf4FiM40Z1uaWWJtbYWNhjY25FbYW1lhbWGFjbo2NhTUOVnY42zhy5e51VpzYQGRCtL7eko7uTO86lq5+rXI4etbCYiMJjzN+FLWHvSueDsalAxIiL3Lrn9wtNmGf1dwtCvBfCu9OLZw5ciKeSWPTJxTPKUh749Z9GtRzQRdt3D3OGz3hte4v5xjkVKtVlPR0YOV3/UhJSeHKyS/Q6UCnU6HVgk7H/9k7z/Aoqi4Av7ObTe+9ERJaCAQIJaH33qUqghQBQaSKgIJShI8miCAIiEoRRJCmUXrvoSV0Qi8hIb337O73IyYQ03bDBoLe93n2ITtz7r1nwubsnTOn/P2vhEoFWVmQmSmhVsOBw9F0aFuUfZJwsDNj7YYYIsLK8eu6ZaSmSqSkSKSlSSiVBT/Ffu+9FLp2LToVPYfUmL/Yuv4gP/+sXRmtHCQJ5Hoy9PTkyOUSego5en87iPUUMuR6cgyN9DAyUmBkrMDISB9DY8UL7xWYWRhiaWWEhaURltZGWFoZY21jjLGJ7p1BAoGukMvleRy5ZmZmPHjwoMgyEAYGBri4uLxUlOvLUrNmTZ49e5bveE5t4pzIV2/v7PIwV69ezdcs7erVq7nn/8nQoUORyWQMGzaMTp06sXv3bkxMTPD398/zu3F2fnVNHv95bZDteP/5559ZtmwZT548wdnZGVtbW6pWrUqjRo3yNL77Jx9++CFLly5lypQpBTbC05YSOYABxo8fT506dZg/fz7Hjh3LdfwaGRnRokULpkyZQjMturuXBkV92Is6V1wkrOphLJKBEXoS6KlBksuQ5AokuQEyA3NkZnrI9PVQxecv5lwQY8eOzY0AVqlUuSHr6enpZGRkkJaWRmpqKsnJySQmJpKcnExmZib29vYFltiwtbWlX79+/Pjjjxw6dIiUlJTcV2GFwPX19XOjmjVB29RIgUCgG4qzTwevV8DA0BBQo1bnfAmpUeX8rFaTiZrTTx5AreLXO3bPgORke+R/mw6VSoVSpUKNGrVKjVKl+tvZkl3rXKVSoSbHAWNPDWUcipinGBmpSUmFlCRjIiRL5u5UZ4+R1GQ7TyUkuRyZTA5yWfbPkgxJlu1IlUky7IyzME4Kh0rFP70Ov5/IlicuqFLNkVRk37wpAaWazEwlmRlKMjOVpKdnIZelk+ZuwJD2iVjJlQVG6qrVEKuUc/FxeTIMzbGwtMTO3ggra0PkeoBalZ3aqFb+neKoQq1Wcu/mReJj4vDwKP53/eRRBB6yZ4Qn5G1UKpMboadv+cLLCn0jB/SNHJErzF/rxk4geJHi7NP9AxcwUuhn2yKVGlRk/3FlGw1QqnFpUZMKFSpotF6FChVIfRbHs4OXUelJqPQk1HoSSsWLL1DqQZYcXFxdcXMqx+jRo4HCo3THfDQaQ0NDwiKfEZsSh4G+PvoGBhjo62Og0MdA3wB9hX6+PdP169c10js9PZ22lRvRsU4r1HKy669LUp492ou7tdjkeGJS47kWFsy2oH1ISHhZeWClb0ZsRiI3Yx+QnJFCffdauFo4YqQwwEChT6Yyi7TMdFIyUknOSCU1M53o5DhSMlP/PpZGQloSSekFp4SGxkcwaONkmlasRyOPOlS0dcPLoSKV7dzR11MUeY3rAraz8JDm5YMmtx7Op22LD0AQCEpKcfZp3/VyGBobolapUZO9d1Kjzt1HqdWQhRorM3OcHAov15TjpL0W78QvFxWg/ns2tYrsylh/z/v3TwBIoFboUcFGSYtyxadoP8oy5FmaApkEckmNJKmRZCpkZCFJKuQokUugkNQYyEFfDklZmjlpa9ZKoe7A/Dqo1XJUan3UagUq9FGpjFCpDZHLYgDN5gZo3qYytRrXz5n0H2vklVWqVCizVGRlqVAqVWRl/v1zloqsLCVKpZqsTGXu+cwMJWlpWaSmZJKamkFaSiZxsSl/v88kLSWThIQ0UlPyP5Q3MzfA0dkcRxcLnJzN8ahkQ4XKtlSsbIuldckc1gJBaSFJEp6engUGGObg6en52u8RevXqxf79+9mzZw/vvvtu7vHdu3cjk8nw9fUFwMXFBT8/PzZu3Mgnn3ySWxrh7NmzBAcHM378+ELXGDJkCJIkMXToUDp27Mju3bupUaNGqV5XYWRmZrJlyxZsbW2pVKlSvvM5wZeQ3S8iODiYBQsWFDmnvr4+c+bMoX///vnKopWEEjuAAZo1a0azZs1QqVS5DkFbW1uNnYilSU45hH8SExMDFFxgOocRI0YU2KQjKSmJ5s2bE97EhApO5XGxdMTZ1A4buRmkZpEWn0R6QgppCUmkJaQQauagka7yW9GkWT7BxMEKEycrDGzMkAz0yMjIID09nfT09Ny6JZD9B68nychSKVGp1fnTt//Ogx7xwQjmTp6OpYMt1i72qNVq0tLSSExMJDY2Nt9r27ZtHD16VCOdp02bxr59+xg7diy1atWiQoUKZeL/XSD4t1OcfRo+YFCeJ8QFseH6BcL+CiNHSkJNZcM0LORK4pVy7qQZov47vy/c0gT31s0YWL3ozqoFkRx7jagn/igzn9svucIC23Jd8zUCUavVZGRkkJSURFxcHLGxscTExOTap5jYWPSVt6jqqpmdqVZe4p5VFnuSFChfcKUoZDLsjE1xNDHDycQMF1NLLA0MCYtNYGvoCUY4hKNW501BzLkh2Rply5XfM9l++TEZ6Q+A7Bs9R2dzyrlb4VHRhqrVHajq7Yh7RRv09GSYxbhz7GQQZmYXsLZWU5CZVKkgJkYi6EZdXKvWoGIVR1TKFJRZySgzE8nKiMt9pSbeJysjFrUqu3yHTG6EvpEjhqbuGJp6YGhaXkQMC14bxdmnoXMnFWufEhMTCQ8P5+HDh8WuZ6E2QG5giX1jX9Ljk0lLTCY1JpHkZ3EkhceSFBmLOiUdGaAPxJrfRdGoKk49fAudUyaTYWhoSIUKFahevToZGRkkJCTk2S89jn1MbGwsCQkJJCYmkpCQQGRkJA4ODlSvXr1YvfX09DBU60F0Vu4xQ0NDDA0NMTIywsjICBMTE0xNTTEyMmLhoTW5zlQ/u+oM9uyKraFl7tiotDjWBftz+PYZQHNn6rOEKELjI3hn3bg8kb//5MyDQK4+vU1cWrbTS08mp6JteWq5eNLAvTaNPOpQ2a58nv3o4Pq96Fitee77pPQUun7/AQDzu35CPbeayF8wiA5mIvpXULoUZ59GDhhWrH0CSIoJIuLBr8XKDejQFdMiMq3+SXRqCtExt+DZ1mJlHSo0w1KyR5mZSVRiItGJ8cSmJBOfmkJiejrJWRmkqpSkoyZTIcfMWI6rPA1NYvn/OvmIexEOjB89DpUqHbUyHZUqHZUyDZUy4+9/U1FmJqHMSiYjQ4kqUw+JrELnVANIeqjN6+Dg4oa3jSNyPdPX5pxKT88iPjaVuNhU4mJSiIlO4VlYAuGhCTwLTeDC2Uds3xyEMit7/2ptY0yN2i7U9nXFp54rVas7oKcQ5XEErxd7e3tq1qxJcHBwnmhXAwMDPD09i+0X9TJcuHAhd5+WkJCAWq1m27ZtAPj6+lK+fHkg2zm7evVqRo0aRVRUFNWqVePgwYOsWLGCUaNG5coBLFiwgLZt29KnTx9GjRpFREQEn376Kd7e3nmapxXE4MGDkclkDBkyhI4dO7Jnzx5MTU1LdG2PHj3i/PnzQHajNiD32tzd3alXL/ue+OOPPyYzM5PGjRvj6OjIkydP+PbbbwkKCmLt2rV5mu1t376d0NBQvLy8SEtL4+jRoyxdupSRI0fSvXvxDT379evHokWL2LNnT4mu6UVeygGcQ05KW1miRo0aXL2avzh+zrHCwsih8I73CQnZG98fTm8lTpX3yaitiRUulg64WDjgaumIjZk5Js1csNlgS3Rk4dGyNuZWVLYtR/SFezx8HEFyZBwA+qZGOFavgKufFxV8vbCvVQEValJSUrh6+iKZptmRF4V+cUoSSpWS+zGhyG/do+W7XZEkKffGoqD/r549exISEkKXLl2IiIgoVGcjIyOqVq3K9evX6d27N5BdUNvHx4fGjRvTtGlTGjVqlK8BikAgeHmKs0+akNOobenNC/g5y3nbLjpPWYWYLDlbIm049zSLKQ1b46VFo7YctO0GLUkSBgYGGBgYFFoHKTTkLs9C7xEe6Y+drQmyAuyfSq0mPCKJr74L4Oat34iMTsbYypJq9epQvYEfbtW9MDezIUmm5lZMJIce3SVNmXPTYsLqcAf62kbl+X3EKuVsjbIlMMUEesKIac3pbO/FowcxPHkYy+OHsTx+EMPpY/f5dX12aQgDQz2qVndAJpMIPB/CvZvGTJyYjEpFHiewSpXtbF63zphz5+5iauGAp3cVoPCbULVaRVZGLBmpz8hIfUZ6SigJUeeIe3YEkNAzsMHIrAIWDk3RNyw83VMg0DW6sE9mZmaYmpoSFhZGWlpagfsctVqNoaEhfk2aFOtASE9KJTkylqTwWBLCoomOi6H4giyQGhaLWz1X9Aw0Swu+cvc61+/fJCo6GmsrqwIfiucETIyfPRkjtT5Vy1emXr16eHt7U758eRQKBcnJyURFRZGZma2lJEk00Pdkap33OfgkgIk1B+Sb19rAgok1B7D4ykYau9Wmk0cTjXTWNEo3S6UkLi2Bcc0H0d6rKbfC73Hj2V0uPbnO9sv7UaqU2JpY0aRiPTpXa07bqk1wNH9e0sH/2mE+/eOr3Pk+9V/0UuUlBIKSoAv7BCDpaeZU0FQuBwu9LO4rZUhZ8mKzkQyNrWno5IaeoniHNcDtG1tRJz4hJkPCSqEudO6YTInPRjRkb6I17TdvRZGUgp3cgMq2DjT09KJVrfoY/CNVecXZo+x6cpu6xkkMdwhHjcSLlTGyWz+oSchSYRp3jtT4czx+CpLMAH1DOxSG9hgYO6Nv7IKBsXORD7HVahVpSQ9QZiYiV5hhaOpRaA+GojAw0MPe0Qx7R7NCZbIylTx5FMu9O1HcuRnB5YtPWbnkBOlpWRgaKajf2J0WbSvTtHUlLK2MtNZBINAF9vb22NnZERsbS0ZGBvr6+lhZWZX6w5Xly5ezfv36PMf69OkDwNq1axk8eDCQXRP3wIEDTJ06lblz5xITE4OHhwfz58/PV4qrRYsW7N69m+nTp9O1a1eMjY3p0qULX331VW7d3qIYOHAgMpmMwYMH0759e/bu3YuZWeF/44Vx5MiRfA7nnGsbNGgQ69atA7L9iatXr+aXX34hISEBMzMz/Pz82LdvH+3a5S3xJZfL+emnn7hz5w4qlYrq1auzevXqYh3bOUiSxIIFC/LNWxIkdWE1AcoYUVFR2NnZadx4bOXKlYwaNYqzZ89Sv352mklWVhY+Pj6Ymppy9uxZrXVISEjAwsKC+Ph49Az1CY0PJzQ+gqfx4TyNe5b9b3w4T2KfcTfiIUpUZATHkrzrfrFz51xXUmQc4dcfEHHzIWFBd3hy4RZpcUnI9fVwqlWZSq3rYlPLg/iMZGLTkopXWqXG0twCV3c3bGxscmsIF8WOHTtyHbsvfjxyDMm2bdvo2bMnAM+ePePy5ctcvnyZCxcucOLEidw6LzVq1KBz58507dqV+vXr53kKIhC86bxoDzSJGClL+sycOZNZs2bR54P2zBvuAxQc8frZmiB++36fVg0fszITyMqI59nd9aiyCrdRcj1THCoNQk/fQuMbmBwO7fmB8nZ3QJ23/p4qO7eSR1GVad1xGPHx8Vy5coXLly9z6dIlTp48yZ072bVC3d3d6dChA126dMGldk3uJsZyMfwJF8KfFhoR3bdKTZqXq4iNkQk2RgWnAyYlpnPreji3rj3jalAo504/IvHvckB+fhkMHpyCre1zuxoVJbFunTF371vyzfe9sHcyx9Ze+yfWSTFXiX7yO8p//M71DOywdGiKqXUtERn8H+JNtk85REREFJnaWLNmTa2DD9LT04mMjNSoccrDn4+RdCsUO3cXXH2r4la/OuX8vAp1CM8/sJqFh9ZQJ9OdKR1GoIY8D6lU6uy8igV7V3NJ8ZDOjo0oF2FKYGAgQUFBuXsnd3d3mjVrRosWLfDz88Pc3Jzjx49z8lkQzT3rY2NgUeCNnUqtJiY9nilfz+CD1u8ybdq0Yq/xamgwG87t4sezvxUrO7RBHwb6vUUNZ888xxPTkzn/6CpnHlzi0O0zBD29iUKuR1vPxgz060FqRhrv//Ip/7zZyLmCdQMWCifwf4w32T5lZSYQGHYfKey3Yp20aqc+1HaqoPEeJyb0APvvnOVSkikjHLJLKxa0N1sd7kAd0yTaVW6gcdPYnwKPcPDhdVz1M4udOyRDgR2GJIUnEpqaRIqBAoWNJZJMhiozC734JNwMTWlUyZP2PvX4dulSVvz0A+aVPOg3rjtv2/4jqCBTzpZoGzYv/Z2Uh4/49MPBfDSkD5lpkWSkRZKZGkFGahhqdRYgoTCwRd/YGUPT8hiZVUBhaI8kyV7IKnvebK6wrLLSIitTya3r4VwIeMzxA3e4GhSKTC6jWetK9Hi7FvWbuItGdW84ZcU+ZWRkEBYWhpOTU6k0KxP8u9Dm81JiB7BarWbTpk38/vvv3Llzh8TExALry0qSlBs6XRL27NmTW/v2/fffp0+fPvTt2xeATp06YWxszNChQ1m/fj337t3LDSNPT0+nbt26JCQkMH/+fOzt7fnuu+/w9/fn4MGDNG/evKhlC0Qbg/A09ClX7t0gJCmcAwcPsnvtDpJjE3PPS2YKTNu4Ucm3GhUsXKlXvgatvBtT09kTQ8Xzm3S1SkXUnRAeB9zg4akrPDxxGbu2NbGsVR5jt+LT5VIeR2FWwRFlVhaSJGFpaYmdnR2Ojo5Ffjh27NjBuHHjCAkJyT1Wrlw5vvnmm1znb0Go1Wru37/PyZMnOXz4MLt37yYqKgpbW1u6dOlCv379aN06u3HCiRMncj+oTZs2FQ5iwRtFWdkglESf0JC7RIY/xIQTSOr0Qm9g1JIByTTFzsEdZ9f8dYwKIib0AHFhhzTW29KptcY3MC9yaM8PmMguY2/7vB5weGQyKepatO44rNBx4eHhnDx5kmPHjvHXX39x//59jI2Nadu2LW+//Tb2frX54eZFolKfZ3koJBlKtRoVahyNzajn6EpjFw9q2zvnSWEuCJVKzZ1bEWxee4E/d1xDktR4eWVhZaUmNlbi5i091GqJhSveolV7zyLn+idZmQkoMxNJTbhLzNOiU4IkmQFmNnWxdGqJnkL7p+GCN4s32T69SEREhE5TG+/du8eDBw80ljdIUBJ9+Doh52+SHBWPwtgA98Y1qdiqLhVb1sHUzjJXNqfp2fG75/nrwsH8ZRpS41h325/O9drQrJJvvqZnYWFhBAQEcOzYMY4dO0ZQUBBqtZpq1aox7MMPMHGyoIKFa7E6348PwdutKo18GxQrm+O01hRNSkuExD3jz2tH2HzRn6tht5FJMlTqghv/SYCzhQNBU/5ALhN7wP8Kb7J9Kk0nbWRCOOdC7/HN1WvUNk7Ol40Uk/U8G2l8DW/8nCtiZ65ZucFVQWfYfic7C7a4uQF6Va7BSJ+GuecjoqPZd/4Mx4Ovcy8hjgxLE4wcs22wLDUNR6WMh5mpKCzNkUnke4iuUkFmfDwLfVrgVq5cvkhstVpJRmoEGSlPSX/hhVqJJDNET9+CzLRwCsPapSNG5pWQK8y0Dip4GaIikji4+xY7t1zm3u0oXN0sGTKqIZ3fqi5KRLyhlBX7JBzAAm0odQdwRkYGnTt35vDhw4U2FZNeaGbxYv1abXF3d+fRo0cFnnvw4AHu7u4MHjyY9evX577PITw8nMmTJ/Pnn3+SkpKCj48Ps2fPpk2bNiXS5WUMglKpzHV4mttYYlXJgeCI+1x/dperobe5GhpMWlY6CrkeNZyqULecN37la9KkYr08ddEyUtL4duU3RO6/RrOhvVFYmRSaHpkZm8yafetp8k5nPmo6gKioKCIjI3PrINva2uLk5FRo3eYXdS6pk1apVBIQEIC/vz87d+4kODgYS0tLsrKycrvuAri6urJ06dIincsCQVmirGwQSqJPaTpp01NCSYg8R2JU8VkWZrYNMLfzw8C4ZJ1Zs7IyOX/mDxLjwzGzcMC3YTf0imlM9CJqtZqbN2/i7+/P77//zpkzZzA0NEQml2NQ3gV9KwsyYuMxSUxl4eJFeDSuz4XwEM6FPSYsORFLA0OaulagZbmKVLd1LLAkxYsc3hfMVzMPEhnx3PZJEjRo4sHkmW0p565d2Rxt/x9BhiTJsHBoiqVjCxER/C/mTbZP/0StVusstTGnr0JMTExuNsCLc+XsWytXroy1tXVuWRq1Wk3U7SfcO3KJu4cvEhp4G7UayjfyxrtHc6q080PfxBClSkmtBV0JjY8osFEbqDV2eMbFxXHo0CH8/f25nPkAX+869PXtXOw1Pnz4EPvyTtSoVA0HBweMjQtvXpRTA7jf+vFEJsUUKmdnas3mQd/gbGGfx2ldFGq1mnUBO5i4a16xsn8MX0WTitrXmRe8mbzJ9ikrM4HAZw+ZevZssY7UuQ0aUNvRXWOH5IbrF/j5xqXc90X1ZwB4r1odjfszRKemcDb0Ed9cOlHs3OPrNKWBc/lCM50A0tLSOHDiOLtOH+dK9DMyTYywq1N806UBFq4MatdJI51VqgyiHu0kKSZQI3koeVDBy6JWq7kWFMqGNec4su82zq4WjBjfhE5vVX/tTbgE2lFW7JNwAAu0odQdwPPmzWPatGl07dqVr7/+mi+//JKNGzeSlpbG/fv32bJlC4sWLeLDDz8stqvdm8RLOYBVSs48CCQ8MQoHM1saetTOs/nPVGZxPewOF59c48Ljq1x4co17UY8B8LSvQPNKvjSr6EvjCnWJDo3g+v7ThB66SoUR2V9yBd3A3F99AOfWNajerhEVKlbMPZ+RkUF4eDihoaEkJiair6+Pq6srrq6upWZgwsLCCA0NZcOGDSxbtqxQua+++opWrVoVWqdLICgrlJUNQkn0KU0n7auKANYlYWFhhIWF8dtvvzF//vxC5XLsk6OjI0lGCo4+vsfRJ/eITE3GxdSCbpWq0d7dExPFczsanZpCTFpK7nuVUsWtwHBio1KQJAi5F8uhncEkxqXh29KdwaMa4Fe7fEHL5yMrM4GUuJtEPd5ZrKytWw8MTN1JjgkiPvwEMj1jrF06YmrtI25O/oW8yfbpVbBpzQ8k7ruNW99G6Fs/L7mSHpPEk62nMWtfhf7DC88kSIlJ4M7BC1zfdZwnATdQGBvg2b4+me3K8f7h2cWur63DM+j6Ffb/tZc6deoUK3vp0iUaNmpIZkYmKpUKS0tLypUrh52dXaHNev2vHWbwxskAeUo1vGyZhu1Bexn+6+fFyq15Zw69fDpoPb/gzaSs2QNt9VGqVQz4azNRqcmFOlLtjEz4uXM/5FrUp83ZLwRGPGXNlYBC5YbXrE9texesDY2LdNIWpXdhlERvtVrNxJVLuWpXvC7NlYZ8/s5AjefWdp9jbOn1SiOAC+JucCTfLzvJ4b23qVO/HJOntyEuLo2oiCRs7U2p7esqykSUYcqKfRIOYIE2aPN5KVETuC1btmBtbc0vv/yCiYlJ7oZSoVDg6enJ9OnTadmyJS1btsTT05P333+/JMv8a/C/dpjP/BcRGv+8sdo/m18o5Hr4uHrh4+rF0IbZRaYjEqM5ce88x+9dYN+tk3x/egsySUafkCq4n84gU6ZCvfpAvhuYzNhkHm89TdSV+8QFPsQqw4AK4547gPX19SlXrhzlypUjMTGRkJAQHj58yMOHD3FxccHd3V2jQtvasHr1ambNmlWs3KRJkwC0qjkqEAi0IznuukbOX4DEqLPIFSYaO4DN7epjbFFVqxrAr5uS2qcqVnYMq1mfa1HP8L93g+8vn2XdtQu0KV+ZnpW9cTWz5K/7N/JE9OSS8+1bBWQfG2J0ScaF44851+chnbpX58OPm+LkUvTvRk9hrnEUr0xugIGRAwYu7TGz9SUmZA+RD7eQHHcNu/I9keuZFD+JQPAaKO4BujY8S4jiacwzbi3bi0mKRHzQI0wrO6KwMCYzPoWkO89Qq1U8vX2fi20b4GLtWGDEq7G1ObX6tqJW31bEh0RwfdcJrm4/yukLu6H4yguEJxbeHLggvCp58rT6EyIjI7GxtUFWgHNGpVYRFRlF9erV8fP1Q09Pj8jISEJCQrh69Sr6+vq4uLjg6uqab4/X1bsV6wYsLGCv6sDcrhNLXKP3xQw2XcgJBGUBuSRjlE8jvjxzADUSt9PyNwD70KeRVk5UABujbIduZStbnEzM+S7odB5nrZ2RCR/6NKKpq8dL610YJdFbkiRqVarC1fiQYmVVenKUapXGa2izz4kPP4lMzxgTy2pI0usrv1DJ046FK3pw9uQDZn7yF+90XpvnvL2jGZ9Mb6112S+BQCDQBSWKADY1NaVZs2bs3r0bgKFDh7Ju3ToyMjLylAho3rw5ycnJXLhwQXcav0ZK8kQoJ6pCF80vHsU85ejdcxw6d4SgG5cxiVfT/awDSBJmlZ1yb2AS74SBWs2+etF82XQUPn1aYeZgXeTcGRkZPHnyhCdPnqBWqylXrhzly5cnMTFRJ2mXYWFh+Pv7M2JE0bXjAKZPn87IkSNFBLCgTFNWnhCXRJ9X0agtOfYa4fc3FnreocKAV9a0ozi0sU/jxo1jypQpBdqnqNRk/rx3k7/u3yQhPY1W5SvR2cMrt2N2YMRTtgZfJj49LXeMpYERfTxrUtvehawsFef+esAvK8+TkJDG+6MaMnhEAxT6hd/IpCbeI+x28TU8naoMx8isYp5jSbFXiXq0A0mmwN7j7XznBW8ub7J9yqmlC3D87nmWn/g5T3kCO1NrRjd9j2aVfAHy1dItivk/LeLwH7tpfbV4+UM1omjVrROfvv+JRnOrlCq2bt/MqEtLipXVNgI4LCyMkJAQZs6cyfjx41Gr1XmieVUqFZIkMW/ePMaMGUODBg3y2KikpCRCQkIICwtDrVbj4uJC+fLlMTQ0zLOOLp3tOfPVWtCVsPiIfPvgHGxMLLk1bZ+oAfwf4k22Ty9m9RT0nW5lYETvv7/TAa2jdF9EqVZxLfIZ0Wkp2Bga423nqLVztiBOhDzQqXM5LCyMx0+eMDnoGAoLcyRZAaUJVWrS4+IwsLTAzsiEt6vVpoN7VQz1io9F03SfozB0JDPtGXKFBRb2DTGz9X2tD7cP7wtm8ke7KMwJUJLeD4LSp6zYJ20iOnVpK9atW8eQIUM4f/489eo936dERUXRoUMHbt26xc6dO/Hy8mLRokUEBgZy+fJl4uPjWbt2LYMHD843Z3p6OsuWLcst2WpqakqdOnX44osvaNSoUR7Z27dv89lnn3H48GHS09OpUaMG06ZNo1u3bnnkckrAFkYJ25y9sZR6BLBcLs/zB2Fikm1cIyMjcXR0zD3u4uKCv79/SZZ448mpq/bJrvkFbnpzjn2yaz4uFo4a1VUrb+3CIL8eDPLrwcHg0/RdO5ZdUjitg2yRboflyiUaZXHIJ4rbrin8unE9oedv0W7WMKzcHQudW19fn4oVK+Lm5sbDhw959OgRDx8+zCPzMo1XnJycMDPTrPHQ7NmziY6OZs6cOVhaWmq9lkAgKBo9hTl6CnPs3N4q0klr6/YWhiblSrSGiZU3DhUGvPaOzZqgjX1aunQp9+/f55tvvqFChQp5ztkamTDYux7vevmw+8Etfr0ZxOFHd+lYwRMva4cCUzrj0lNZcyWA6Q3b0tTVA6/B9vTpU5u1K8/ww/LTHPjrJtP+14FadfM3f8rKTECS6SPTMy3WkS/J9MnKTMjjyDe1qoGhiRsRD7cSdvtH7Mr3xMy2Xu7cyszEwqbMv8Yrbrwi+PeyLmB7kY3JIpNimLFnae57TRqT5WD9VwSeT02LFwQ8n5pi/VcEaJjEJpPL6NP7Hebc21SowzOn6VlDj9qaTfo3L2YpJCQkMGrUKOzs7HLPR0VFsXLlSk6ePMmRI0eoW7cue/bsyZUxNTWlatWqVKxYkSdPnvD48WNCQkIoV64cHh4eKBTZtdPlMrlOa/HKZXLmdf2EwRsnI5G/vIQaiE6OY+GhH/i0zQeiHI2gzFNoVs/fxP79nZ6DNnV6/4lcklHLvmQ9EoqiqasHjVzK68xhlGOf7PxqU3PiCNQqdR4nsFqlBgmCf9pCenQs1d7uzsr0VDZev0T3ytXpXrE65gaGBc6tzT7Hzr0Xqqw0kmMvExt6kNiwQ5jbNcLSsdkrdwQrlSoWfXkov/MXso9JsHj2IZq3qSzKQQheioIe6NgamTDqJbIF/klISAht27YlPDycgwcP0qBBA44ePcqmTZvw8fGhU6dObN68udDxw4cPZ9OmTXz22We0atWKmJgY5s+fT/PmzTl16hR+fn5Adg+Dhg0b4uTkxKpVqzA1NWXlypW89dZb/Pbbb/Tq1SvPvEZGRhw+fFgn1/hfokQOYBcXFx4/fpz7vlKl7O7wZ8+e5a233so9fuXKFUxNNdto/9so7gYmh8ikGNqsGKjVDQxAfGoCALddU7jj8hjXSENM0+QkGSoJsUtD/ff3rufoDsSuucGPHSfSYnJ/6g7uWOQGW6FQYGFhUeBTk/T0dK5cuULNmjW1dgKHhYWRmKiZM6Fnz56sW7eOXbt2sWbNGjp27KjVWgKBQDNK20lrYuWNsWU10pIeoMxMRK4ww9DUA0kHESy6RBv7NHz4cHbv3k2NGjVYsGABo0aNyldXU1+ux1uVvOnkUZU/7t1g4/WL7L5/q8h5VwadppFLeeSSDGMTfT76pDntu1ZjztQ9DH/nF4aNacTQjxrluVFIiAzQqN6yMiuJ0FsrCqy3rKdvgVPl94l6/DuRj7aRmR6DlXNbjefOoSzUchb8OxhcvxftqjbVqjGZpsR0tif4jwu4xhTsbHiRYJckXDprPndO5PKIRv2YsWcpkpq8ezPbNNQy+KDRO1wLu6NV5PKIESNyo18OHz7MhAkTcHBwwMbGhujoaCIiIpg4cSILFizgt99+46effqJSpUpMnz6dMWPG5EaDKBQKKlSogJubG48fP+bRo0eEhoZSoUIFXF1dkSRJZw33cn4fblbOzOw4jm+PbyAqOTb3vK2pNR816c+T+Gd8dWgNtyPus/rtOehr0chTIHjVdK5QjYbO7hrLWxuWLPq3tNGlc/ntIYOo2741AH+dP8tNQ9C3el7CKjMuHq90iTFff0NAQAC//rSOa2t/peOUcWzOymBb8BX6Vq1Fr8o180UEl2SfY+feG2uXDsRHnCI+4hQJkWewsG+ChUNT5Hr5y3XomqiIJI4fukvEsyL2lWoID0vk961XaNa6Erb2/01/ieDlOBHyoMCSLlGpyXx55kBucMnLcOfOHdq0aUNmZibHjh2jRo3sZo/NmjUjMjISgAsXLhTqAE5PT+eXX37h3XffZc6cObnHGzdujLOzM5s2bcp1AM+fP5+UlBT27duHi0t2FkWHDh2oUaMGEyZMoEePHnnuuWQyGQ0aaFB3S5CHEjmAGzRowPbt20lNTcXIyIhOnToxYcIExo0bh4GBAa6urnz//ffcvHmTrl276lrnN4LO1VsQnRzHj2d/K1Z2aIM+dK7eQqv5X6yXppbgiX1agXKL72xl0ITu+JxTcGjOOh6cuEynhR9iYmuZTzY9PZ20tDRu3SraUXHr1i0MDAwwNDTUuFawpjU2AbZv38748eO5desWnTp14v3332fZsmW5keYCgUB3lLaTVpJkZb60gDb2ac2aNXz66ackJCQwZswYtm3bxs8//0y5cvkjpfXlevSuUhMnE3Nmnt5f5LyRqclci3yW54askqcdP24dwE/fnWHNslNcCnjC7K+7YOeQHa1sblcfE8tqAKQm3CUu/ESeCBm5nikWDk0xMs9+SCtXFBzlLElybN16oDCwIebpHlTKFCwcW+bODaDMSufZne8BsHbtiqGpW57PSGFzCwTa4mhuy93Ih0U6fyH7AXpKRorGTlSAwb0H07ZVB3Z1nYlJioREAanKqEk2UTPvm2W4WBeeOfVPXnzwXyXEmNZBtpinPt9mJxpmEWeSyV/B65hZeSmT2mr+4P/Fxrh16tRhwoQJnDhxIjfdr2nTprkl2Bo1asS0adOYMWMGkydPZsOGDfz44495Ujn19PSoUKECLi4u3L9/n9u3b/P48WNUKhUZGRm5ci+T+aVJJPfMvd/mvve/dpj4tPGsH7AQMwOx3xOUTXLq9Aqecz4pmp9Dbma/cbJAoVKR8OAxqvQMZAb6mJV35Z5MxvLQW1DOgs83/UTk3qPM+XwOFo72vD1vBhuvX+LPezcZVL0ebd0r50Yjl3SfI1eYYu3SHguHJsQ9O0Z8+AkSIk9j5dwWc7sGpVoj+OcfzrHpx/Mayc79fB+PHsQwYWrJ6qwL/rso1Sq+CzpdpMyLwSUlISgoiPbt22NqasqRI0fyZD4W1lT2n8hkMmQyGRYWefuamJubI5PJ8pSiOnXqFLVq1cp1/kJ25YGOHTvy9ddfc+7cOeHw1QElcgD36tWLPXv2cODAAbp160alSpUYP348S5YsoUuXLkB23Q0TExMWLFigU4XfFP66flQj5y/Aj2d/w8bEkhrOmtcBauhRG2cL+yLTDO3NbOhRsx0bL/3JclUCfd/1Q7E7mLWdJ9Fj5SRc6lTJM+bRo0d5IrsLIyMjg/Pnz+Pm5kaVKlWKlYfn0SuHDx/ObaSUT2dJYuHChbRq1QonJyccHR1Zu3YtY8eO5ezZs2zbtg0vLy+N1hMIBJrzJjhpS5OS2CcnJyd69+7NoEGDqF27Nps2baJ9+/YFjk1XZmmkR/TfdQVfRC6XMXxMY2r7luPzCf4M7LGBJWt6U7W6Q24pDwADYxcsHJqW2JEvSRKWjs2R6RkT9Wg7kkwfa5fsjJHk2GtEPfkjVzYmxL9MlvIQ/HvQtEmats3UHM2zo25vje3Ak/n7UKPO4wRW/72jqjqmA3XdtftsD67fi47VmvPs2A2Cfvs133mzND3M0vQoF2NE94watHy3UQGzaIZcLqdFixaFnre1tWXFihUMHz6c999/n/r16zNx4kRmz56d58G9gYEBXl5eGBoacu/evXzzvEzmV87vQ1Mexjxl7LYveXfdBLa+vwwjRfFR2gKB4PVTkqhom1r1ee+99xg1ahRf9xlEj4EDqDTkHRZfOMbOO1cZW6cJ1W0dX3qfI9czwca1ExYOTYkNPUj0kz9JiDyHrVu3//S+V/DmkZaVxZPEuNz3t2Mi85R9KIjI1GT23g+mivXzklHlzCw1qr198uRJZs6cSbly5di/f3+JezMpFApGjRrFjz/+SJs2bXJLQEydOhULCwuGDx+eK5uRkYG1df6+VTn7litXruRzAGdl5b/HynE6CwqmRA7gzp07ExYWlufY4sWL8fX1ZdeuXcTGxlKlShXGjh1L5cqVdaLom0ZppjD+M82wINTAqCYDaFbJlw8av83JexdZfmIjfzV9zIBLHmzqN50O/xtBzd4tn4/Rsli2NvI5DpM6depQoUIFxo0bR0jI826x5cqV45tvvqFnz555xr3//vs0bNiQ3r174+vry48//sjbb7+tlZ4CgUBQFCW1Ty1btiQwMJD33nuPjh07Mn36dKZPn55v02GjYQpoUXL1Grix8Y9BfDx8O8Pf2cTcpd1o2qpSHhldOPLNbX1RqzKIfuKPTKaPvpFjgXWilZnxhN/fWKaa+Qn+PbyY5aQLuX/Sf/gwNgHB3+7FJPm5AzjFRI3nmA70Hz5M6zlN0+SoovQ4/s2eIuUMLUxRJ2bwV/8FpM94n5p9WpZa7VsfHx8CAgJYvHgxM2bM4MCBA/z66694ej4POFCr1XnsXUEEBwdjZ2enlZ45znZNqeVSFQczG3r/OJohmz5lw4CvRDkIgeANoKRR0c7OzuzcuZPffvuNjz76iDP7D7Jw3Q8EyDKYcOQPulSsxtAafpgonjc0Kuk+R09hhl35Hpjb+RH1+A/Cbq/BzNYPG9dOyOS6fdj03jA/2neuyvjh24mJzv9gP1cnPRkGBnJatPlv+koE2vEkMY5RB3doPe6bSyfyvP+uTU8qWxX/3TxhwgQsLCw4fPhwnp4DJWHJkiVYWFjQq1cvVCoVAG5ubhw+fDi3lCxAtWrVOHr0KElJSXnKyJ48eRKA6OjoPPMmJyfn9jB4kdatW3Pw4MGX0vnfjKT+r7XIewlK0hXS/9phBm+cDORvfgGwbsBCunprl/Yx/8BqjeoL55BTX1ilUrH/1km+Pbwey51PqfnQHPvedRg0bzIymYz09HQiIyOLLQGRQ9WqVXF1zd+YSBOUSmWh6YsFkZyczIgRI9i0aRNz5sxh6tSpolmI4LVSVrrEllV93mS0tU8qlYp58+bxxRdf8Pbbb7Nu3bo8UXZKtYoBf20u8km9nZEJP3fuV2yaVlpqJl98/CfHDt5h6pz2vPV2Le0vUANiw44QG7oPmdwIlTK1UDm5wgK3GlPKXF3n/zplzR5oo09OE11tHqBr42h8kczMTPb7+xP5NAw7Fyfade1a4M2EJpxcupVTy7ZpLG9fzZ2IGw/x6tKIDvNGom9cuhGvgYGBvPPOOzx9+pSVK1fy3nvvabXvq1q1KnZ2dhqX/ioph2+f5d31E+hcvQVr3vmfiOL5F/Im2ydB6RAWFsZ7773H4cOH+WzqVOoO7Mu66xcxUegzybc5dRxKdr9ZEGq1isSo80SH7EYmN8CufC+MLTTPwtWUw/uCmfzRrr8XfeHE37evMxd2ZsP3AaQkZ7B224Dc8l6C10tZsQcZGRm59yH6+voFRgD/07lbEOPrNNUqAnjdunUMGTKEbt268ccff/Duu++yYcOGIu+DLly4gK+vL2vXrmXw4MH5zs+ZM4d58+bx6aef0rRpUxISEli+fDmBgYHs37+f2rWzG+MeOnSItm3b8tZbb7Fo0SJMTExYvnw58+bNQ6lUMn/+fKZMmQLA4MGD2bp1K8ePH8+3nrm5ucZZ6v8W/vl5KYoSOYCtra2pUaMGx44dK7GSbyIlNQj+1w7zmf8iQuMjco+5WDgwt+tErZ2/8DwCOAelSsXV0FtEp8RhY2xJDeeqyF/YMBfUaOTMg0DWz1mCx9E0Qmrq0XPeGFp4ZofUnzx5kvT09ELXNzAwwNLSkvDwcCpXrkz58uW1voaSoFarmT17NjNmzGDo0KGsXLmyxDdqAsHLUlY2CGVVn/8i27dvZ8CAAfj6+rJz587sBk2pKcSkpRAY8TRPZ/B/Us/BhSHeftgYmRQbSaNSqflq1gF+2xjIZ7Pb0+tdHx1fSba9fXZ3LakJt4uVdaoyXKRSljHKmj3QRp+SPuR+3YTfeMjlLYcI3LivWNnaA9pT6+3WxNwPZe/UVVi6OdBz9WQsXF4uyqY4kpKSGD16NOvXr2fChAl88MEHxUb/vog2pb9eBv9rhxm8aQqftBrGZ2Xg/1agW95k+yQoPZRKJQsXLuTzzz+nXbt2LF/3E6tvXSIw4ik9KnsztIYfejIZ1yKfEZ2Wgo2hMd52jiWub5qVEUfkox2kJtzGwqEZ1s7tkGQlSo4ulMP7gln05aE8DeEcnMyY+EVrWrX3JDwsgfd7b8TO0ZQ1m/uj0C+92sQCzSgr9qA4h54ug0teJMcBfP78efz9/fnyyy9555132LhxY6FO4KIcwDdv3qR69eosXLiQTz75JPd4ZmYm1apVw9XVlSNHjuQeX79+PRMnTsyN9q1WrRoDBgxg6tSp/PzzzwwYMADIdgBv27aNpKQkBNo5gEtk5bKyskoc+flfpKt3KzpVa86ZB4GEJ0bhYGZLQ4/ayGUlM/IFpdXVKVetEOmCaehRmwY/rOe3FT+i/mY/az/8ksV9XBjW5G2cbW1Jf1qEA9jWFKWZHrYye+7cuUNGRgaVKlUq9YhcSZKYPn067u7uDBs2jMjISLZu3Vrq0SgCgUCgCb169cLZ2Zlu3brRvHlzDh06xL6oJ/x841KxYy+EP+VC+E76VfXh/Rp+RcrKZBKTZ7ZFLpcx74t9qNVqevevravLALLtrYlVLY0cwMrMIjpdCwRa8mLt2ON3z7P8xM95IoHtTK0Z3fQ9mlXyBUpeBkLX3DlwTiPnL0Dgxn0YW5vRZFxfbCu7sv2DBWx46zN6rPwE13pVS01HU1NT1q5dS7169Rg/fjx2dnb4+vpqPP5VJQ129W7F1LYj+d/+lfi4VNWqlrBAIHgzkcvlfPbZZ9SrV4++ffvSuXlLfv/jD647u/HDlXOcfvqQDJWS2LTnWUm2RiaM8mlEU1cPrdfT07fEsdJg4iNOEfN0L2mJ97Gv0A+FgY3OrqlVe0+at6lM4PkQoiKSsLU3pbavK3J5tkPOwcmcBd+9xbC3N7Fi0THGi2ZwAg2RSzJG+TTiyzMHCpX50KdRiR+QAMyaNQtJkpg1axYqlYpNmzahp0H94Be5fPkyarU6315DoVBQq1atfAGlgwYNon///ty5cweFQkGlSpWYN28ekiTRtGnTEl+L4DklcgBXr16dp0+f6lqXfzVymZwmFesVL/gKkSSJvqOHcdOjGrKPl3FneyRDH32GWgI/u+oM9uyKraFlrnxUWhzrgv05d/A6kB11865nR27fvk1mZiZeXl6vpCzDwIEDsbe356233qJXr15s27YtTwdJgUAgeF00bNiQkydP0rJlS1q0aMGOvbtp2OZ57WCVWs3d2CjiM9Kw0DekkpUtMkkiMDyE9dcvciniKX0z0jHVL/rBliRJDBpRn9iYFOZP309MdArNWhUdhWtrb4qtvWmRMi+iMLDUSC6n67ZAoAtefMhdy6Uqo5q+q7MH6KWJT7+2VGhRh+3DF5ASHV+onLGtBb2+n4K5U7aTwc7TjYE757Fr9Nf8+t5sui0dR5V2RT8EehkkSWL06NF4eXkxfPhwjh8/zuTJk1EqlUWOUygUWjeCexkmtBhCUMhNRm6ZzsHR66ls5/7K1hYIBK+Ptm3bEhAQQLdu3WjUsCG7d+/mfW9fVl85m082KjWZL88cYHrDtiVyAkuSDEuHphiauhNxfzMhN5bhUOFdnZaEkMtl1GvgVuh571rOjJncgiX/O0xtv3I0FzWBBRrS1NWD6Q3b8l3Q6TyRwHZGJnxYwgcj/2TmzJnIZDJmzJiBWq3ml19+0coJ7OzsDMDZs2dp3vz5w9z09HQuXbpUYFCpnp4eXl5eAMTHx/P999/TvXv3V5Z1/m+nRCUgfvnlFwYOHMjRo0dp0qRJaehVJikrKQGlwe1959g1ejFp9e34zu0iGapMJCS8rDyw0jcjNiORm7EPUKNmVsdxNKvkm1taIjQ0lBs3buDi4kLVqlVfWW3e/fv30717d1q0aMHOnTuFE1jwSilr9qCs6fNf586dO7Rs2RITExOOHDmSuwEqihvR4Xx+Yi92xibMa9YJ62Kax61eepI1y05prNPwsY0ZMU7z72y1WsXjqwtQZhbuzBI1gMsmZc0elDV9SpPgfQHs+mhx9psC6j6+tWIinu3r5xuXlZ7Jn598y+29AXSYO4KafUo/Eiw4OJi2bdtSr149Ro0aVahc1apVefLkCenp6fj4+GBpaVnqugEkpCXRdsVg5DIZh0f/jKFCZHz9Gyhr9qCs6SPIJjY2lq5duxIYFES7dUtJUhf+kKokqe4volarSIkPJjb0ABmpoVi5dMLSoekru6dVq9VMHLmDoPMh/PLnEBydxefwdVFW7IE2Kf1KtUpnpVFeLAFRr97z4MU5c+bwxRdf0Lt3bzZv3oyenh7btmX3Pbh//z5Tpkzho48+okWLFgD07t0byO6T0qBBA65evcrkyZNp1qwZ8fHxfPvttxw9ejRPWYeIiAgWL15M48aNMTMz49atWyxcuBCZTMaJEyfy3Evl1AA+fPhwgddRu3bt/1SWeKnXAH78+DFz587l559/ZtiwYXTt2hU3N7dCHXBuboU/9XqTKCsGobS4uu0of05ZwY99I4hRF1xPRgKcLRwImvJHngicHCewq6srnp6er+wL89ChQ3Tp0oXOnTuzZcuWIguUCwS6pKzZg7KmjwDu3btHixYtsLS05MSJExo5TR7Gx/Dp8d0YyPX4qkUX7I0Lj9iNikgiKiKJrCwVX//vMLdvhJOWlgXAD1vexdAwb410bSOAAZJjrxF+f2Oh5x0qDMDEylurOQWlT1mzB2VNn9ImeF8Ah75cR+Kz5x2rzZxsaP3F4AKdvzmolCoOzPyRoF8O0GraQHzf71LquoaEhNCuXTvc3d355JNPcjt0Q3bPB09PT+zt7cnMzOTKlSvEx8dTq1YtbGx0lyZdFDee3aXVt+8xovE7zOo07pWsKShdypo9KGv6CJ4TEhPFsNnTUTbyKVZ2fJ2mNHAuX2wfhX+SHHuNqCf++R52G5pWwKny+zqvC1wYCfFpvNPpRyp52rP0x96i2flroqzYA20cerqkMAcwwNy5c5k2bRo9e/bk119/LVKvF12M8fHxfPXVV+zYsYNHjx5hampKtWrVmDx5Mh07dsyVi4mJoV+/fgQGBhIXF4eTkxPdu3dn+vTp2NrmLfc1ePBg1q9fX+j6d+7coVKlStpe/htLqTuAZTIZkiShVquLNU6SJJGVlaXtEmWSsmIQSpMfV6xg0pO1xcr9MXxVvpIWT58+5ebNm7i7u7/SP7g//viDHj16MHLkSJYvXy6+MAWvhLJmD8qaPoJsbt68SePGjfH29mbfvn0YGRkVO+ZZciKTjv2JDInFLbtia2RS7JiU5AyGv7OJ4BvZzUZPXJ2AkbFuNozZN0e/56n1K1dYYFuuq3D+llHKmj0oa/q8ClRKFSHnb5IUEYupvRWuvl7I5MVH5KjVao4v2szZVbto/cVg6g3uVOq6RkdH06FDB+7fv8/SpUsxNjbG0tKSZs2a5Un1VKlUXLlyhejoaGrVqpXvhqy0WHp0HV/uW8HukT9Qv3ytV7KmoPQoa/agrOkjeM6qoDNsv3NVY/lelWsw0qehxvLFPeRWGDrgUnUUMvmriSQ8dvAOE0fs4H/fdKV9V+36+wh0Q1mxB6/LASx4Myn1JnDNmjUTTrZ/KZaNK8KvxcuFJ0blO+bi4kJWVhZ37tzB0NDwlTUK7NatG6tXr2b48OE4OjoydepUTpw4kftH0LRpUxEZLBAIXgteXl789ddftG7dmnfffZctW7Zw+vTpIu2To4kZXzXvwsdH/mDS0T9Z3LJrseUgjE30mbu0G73a/gDAhTOPaNSiYm6jEW3JykzIdfjqGVhh596PZ3e+B8DI3Asr51ZIkoz0lOx+AHKFGXoKceMsEOQgk8twa1Bd63GSJNHsk36olCoOzV6HTC6jznsdSkHD59jY2DBmzBiGDRvGe++9l3vc1dWVpUuX0rNndh1zmUxGzZo1uXr1KpcvX6ZmzZrY2dmVqm4Ao5u9x183jvHR1pkcG/cLJvrFP0gTCASCwsjKTCArI57Ix7uKlMtMC+fJzW9xrNAfA2OnUtereZvKtO7oyeLZh2jQ1AMLS2HrBAKBbilRBPB/lbLyRKg0OXnvAt3WjCxWbtewlbkduF9ErVYTHBxMSEgItWrVeiU3BmFhYYSFhbFmzRpWrVqV+3+Ug729PZMmTaJVq+x6ek5OTjg5lf6XuODfTVmzB2VNH0E2Ofbp+PHjTJgwAWNjY1JSUnLPF2WfQpMS+PjIH5jpG/B1y26YFdEY7vC+YL6adZDI8KTnczua8cn01rRqr30zk5jQA8SFHdJY3tKpNdbObbVeR1A6lDV7UNb0eRNQq9UcnruBCz/9RaeFo6jRq4XO18ixT4cPH2bSpEmFyn311Ve0atUq1z6pVCquXbtGZGQktWvXxtraWue6/ZM7kQ9pvrQ/g+v3ZG7XiaW+nqD0KGv2oKzpI3jOzUcPuP30CasfXidDLkOS5Q9AU6vUqDMzGViuKn7uFfEqX3zjK233ODK5Ea7VxqGnb6mN+iUiKiKJ3u1+oGX7KsxYUPoZIIK8lBV7ICKABdqgzedFo9CgVq1asXDhwtz3x48f5/bt2y+npaDM8SwhCmN9Y+xMi9/If7l3OVdCg/MdlyQJT09P7OzsuHr1KomJiQWM1i2rV6+mbt26rFq1CiCP8xeyC4pPmjSJunXrUrduXVavXl3qOgkEAgE8t08TJkwAyOP8haLtk7OpOV+16EJMWgozTu0jQ1lwOaXD+4KZ/NGuPM5fgIhniUz+aBeH9+W31cVhblcfF68x+V6OlT9AkhtiZF41z3Fzu8LrmgoEAu2RJIlWUwdSs28r9ny2ivvHgnS+Ro59Ksr5C+TaqBz7JJPJ8Pb2xtramsuXL+fbd5UGle3cmdJmOGvObOVm+L1SX08gELx+tqxdz1uNm3Nh6RqQsp29L6JWqUGCmz9t5odbF1m7aZNG85pYVsfMtoFmstY+IMkJvb2GrIw4La9Ae2ztTRk7pQX+265y5dLTUl9PIBD8t9DIAXz06FFu3bqV+75FixbMnz+/1JQSvB7WBWynzYqBRCbFACCpoFyEIV6PTSgXYYj0wnfupZDrdPjufQ7fPptvHkmS8Pb2xtjYmCtXrpCZmVmqeo8YMYJz585hb29fpJyDgwPnzp1jxIgRpaqPQCAQ5PCy9qmcmSWzm3QgOCaSBeeOovpH0o5SqWLRl4egsFweNSyefQilUlWIQMHoKcwxMHbJ9zI2r4CNS0dSE26hVitzj4vyDwKB7pEkifazh1OhuQ+7Ri8m7Eq241OlVPH47HVu/HGSx2evo9Ly7zuHESNGaPxQfPXq1XnsU045CFNTU4KCgkhOLrh5sC4Z2eRd3K1dmOq/GJHAKBD8+8mxUZHnArmyeDXpMbF5zqfHxHJl8WrCjpzGMDKe+9XK8Tghrth5k+OukxiV/x62QNmYIEytaoJa+cqcwN371qSKlz1L5x8Rtk4gEOgUjRzA+vr6r2RjJ3i9DK7fiyNjNnJkzEa+sO/LqD3uvHvMmW4BDrx7zJlRu935wr4vR8ZsZNewldRzq0GftWNYcPD7PF2jAeRyObVq1SIrK4tr166V6peXk5MTycnJREREFCkXHh5OcnKyKP8gEAheGbqwT9VsHJjaoDUnQx6w5kpAnnOB50OIeFZ0pkV4WCKB50O0V74QzGx90TdyIvqxP2p1yRxPAoFAM2R6crotHY9tFTe2DZtP0OYDrGr2EZv7z8J/wjI295/FqmYfEbwvoPjJCiAqKn9PB03l5HI5Pj4+6OvrExQUREZGRol00BQDPX3mdvmYY3fP8ef1I6W6lkAgKBvk2J7Ic4Gc/GgqF2cu5urSH7g4czEnP5pK5LlAABqqjTBV6DPpmD9PEuOKnNPcrj7OVT9CpmdapJxczxTnqh9h6dQCpyofPHcCZybo5NoKXVcuY+yUFly++JSj+++U6lqCNx+lUsWFs4/Z+8cNLpx9rHXQx4sEBATQo0cP3NzcMDAwwMHBgYYNGzJx4vPSSydPnmTYsGHUrVsXAwMDJEni4cOHBc4XFhbG4MGDsbe3x9DQkJo1a/Ljjz/mkzt48CBt27bF2dkZAwMD7O3tadWqFbt3784n6+7ujiRJSJKETCbDwsICLy8vBg4cyP79+0t87f8VNHIAV6pUiUOHDnHs2DEeP34MQFJSEo8fP9boJXgzME2T4xCrT9ru22SsuIBpSt6Ph2mKjIwVF0jbfZsqaTZs7PY/Pm0zgoWH1tB33Tiik+PyyBsZGeHt7U10dDT37pVuul5YWJhO5QQCgUBX6MI+NXZxZ6RPQ7bdvsKBh89LMEVFJBU65kU0ldMESZJhU64r6SlPSIq5rLN5BQJBwegbG9L7+ymo1Wr2fb6GxGfRec4nhkez66PFWjuBV69ezbRp0zSSnTZtWoHRwgqFAh8fH5RKJZcvX0apVGqlg7a0rdqEdlWb8PmfS0jNTCvVtQQCwesln41Sq4m9cZvwU+eJvXEbXggwmj19Os6X7mCmb8iUY38RkVL4vkdPYY6hSTns3N4qcn1bt7cwNCmHnsIchYE1TlU+QK3K5Nmdn1BmpRQ59mVp0NSDBk3d+XbhUbIyS9euCt5cDu8LpmuzVYzsv5nPJ/gzsv9mujZbVaLyb3/99ReNGjUiISGBhQsXsn//fpYuXUrjxo3ZsmVLrtyhQ4c4ePAgbm5uNGrUqND54uPjadKkCYcOHWLhwoX8/vvv1KlTh2HDhvH111/nkY2OjqZ69eosWbKE/fv3s3r1ahQKBZ07d2bjxo355m7cuDFnzpzh9OnTbN++ndGjR/PgwQPat29P7969Sz0D/U1GoyZwy5YtY/z48UhSduF1tVqd+3OxC0gSWVkF1y180ygrRcFLi5NLt3Jq2TaN5RuP7U2TcX05fPssH/w6DWN9I34Z+DXezlXyyD18+JC7d+9Su3ZtbGxsdK02kF2mpGXLlsXKHTlyhBYtWpSKDoL/FmXNHpQ1fQTP0ZV9UqvVLL5wjMOP7/F1y65UtbbnwtnHjOy/udi5v5jXge59a2mjdrE8u7uBjLRwylX/GEmS63RuwctR1uxBWdPnTSMpIpaEsGh+GzKXtPjCnRrGthb0+n4K5k42mNpbFTtvWFgYISEhdOnSpdgshS+++IIPP/yw0Cyq+Ph4Ll68iL29PdWrV9f4PqEk3It6TKMlffm0zQgmtBxSausISoeyZg/Kmj6C52hqo4yMjDh27Biurq4oLM0Zf/h39OV6LGnZDQsDwyLXSI69RtQTf5SZz2uZyxUW2JbriomVdz75jNRwQoNXozC0w6nyUGTy0mvQdftmBP27rmXyzLb0GVCn1NYRPKes2ANNmnrl9ADJVwbu76/fhSve0qoRdPPmzXn69Cm3bt1CT08vzzmVSoVMJsv386JFi5g0aRIPHjzA3d09z5j58+fz2WefceHCBerWrZt7vH379pw6dYqQkBAsLS0L1SczMxMPDw8qVKjA8ePHc4+7u7vj7e3Nn3/+mW/MzJkzmTVrFpMnT2bBggUaX/ubjs6bwI0dO5Zt27YxYMCA3JtTe3t7mjVrVuyradOmL31BgleDT7+2tJ8zXCPZ9nOG49Mvu+N7qyoNODp2E9bGFnRcNZTd14/mkS1fvjzW1tZcv3691NIDmzZtiqura6E3HJIkUa5cOfF5FAgErxxd2SdJkhhbpymVLG2YeWo/MWkp1PZ1xd7RLHezl38QyPVkbPsl6KVSwgrCyrkNWenRJEUH6nRegUCQl6DNB/i559Qinb8AKVHx/NxzKkGbD2g0r5OTE76+vqxcuTI3nfJFco61bt2aBQsWFJriCWBhYUH16tV59uwZjx490mj9klLR1o3Bfj1ZdmwD8aml32xYIBC8HjSxUQCpqakEBgbi5OSErZEJ85t1JjEjjWkn9pCSWfS9p4mVN241puBUZTj2Hu/gVGU4bjWmFOj8BdA3csCx8hAyUsOIePALanXpRedW8bKncw9v1iw7RVqaiGgUPKfIHiB/H9O2B0h0dDS2trb5nL9ArsP3nz8XxalTp3BwcMjj/AXo0qULycnJ7N27t8jxCoUCS0vLAvUpjJkzZ1K9enWWL19OWprIEioIzf73gJ49e7J+/XoOHToEQMeOHTly5IhGL8Gbgam9FfomRhrJ6psY5YkucbV05K+RP9CqSkPe2ziJpUfX5db9lSQJOzcnMpVZnL14jqCQm1x6coP1ATv4+shPrA/YwaUnN7j89Fbu61mCZjXpIPvp8OXLlxk3blyhtYbVajVjx47l8uXLogyEQCB4ZWhqnz788EON7JO+XM6MRu1QA3PPHgIZfDK9dfbJfzqB/34/cnwTbl17xm8/X3q5i/kHBsbOmFh6Ext2qFRvgASC/zqV2/pRe0B7jWRrD2hP5bZ+Ws3fs2dPtm3bhouLS57jrq6ubNu2jd27d+Pr60vv3r2JjIwsdB4HBwfc3d25e/cuMTExWumgLRNavk+GMoMVJzaV6joCgeD1U5SN2r59O6NGjWL06NFcuHAh+7iZBfOaduJJYhzzAg6jLKZfgSTJMDKriKm1D0ZmFZGkol0khiblcKg4gJT420SH/PVyF1cMw0Y3Ii42lV1brpTqOoKyTVpqJreuPct9/b71StE9QNTZPUB+33olz7i01MIfJDRs2JCAgADGjh1LQEDAS5dRyMjIwMDAIN/xnGNXruT/TKtUKrKysggNDWXGjBncvn07T/1hTejatSspKSm59kCQF83d6S8wY8YMateurWtdBGUATVIGAQwt8hfNN9E3Yu2785l3cDWz9i4nOOIB3/T8HH09BZsC/+BA0HE+qz2EiZvnEBhddF2aya2H82nbEUXK5LB69WpmzZpVrNykSZOA7M/vzJkzNZpbIBAIXgZN7dPUqVOZOnWqRvbJxsiYqQ1aMfnoX2y8cYlB7euxcMVbfDXrIJHhzyMEHRzNmPhFa1q19yQiPIkVi4/Tol0VHJ11l9Jm5dyGkBtLSYy6iLmddk4ngUCgGXcOnCNw4z6NZAM37sPY2gyHau5ardGzZ0+6d+/OiRMnctMImzZtilyeXd5ly5Yt1K5dmwEDBrBnz55CI4AqVqxIQkICV69epX79+hgaFp1+XVIczW0Z1rAvq07+wgeN3sbWVLP9q0AgeDMpykZ16dKF8+fP06dPHy5duoSVlRWVrGyZ1qA1X5zcx5orAYys1VCn+hibV8HWrRtRj3ehMLDDwl638+fgWt6K9t2q8fP3AfR8pxb6BiVy3wjecB7ei2ZA9/Vaj5v7ed69w8bfB1HV27FA2fnz53Pr1i2+/fZbvv32WxQKBb6+vnTt2pXRo0djalp008R/Uq1aNQ4ePMjjx49xc3PLPX7y5EkgO+L4n3Tq1Il9+7J1Njc3Z8uWLXTu3FmrdcuXLw9AaGioVuP+K5TYASz495EUEYuekQHGNhakRMcXKXtt13HsvcrncxjLZDKmtfsQT3sPRv82i7CESNYPWMjg+r3oWK05+y4cITA6GAkJLysPrPTNiM1I5GbsA9SomdVxHM0q+eJgZqux3iNGjKBbt26575VKJYGBgURFRWFra4uPjw+ffvopgYGB/Pbbb1SvXl27X4xAIBCUkOLsU+3atVm/fj3fffcda9eupV27dhrNW8vOmYHV67L++gVq2DrSqr0nfo3K08JnKQDLfupN/SYeyOXZTpqPJjbj2IHbLJixn6+/76Wz+pz6Ro6YWNUgNuwQZjZ1kGTixkQg0DU+/dpSoUUdtg9fUOT+7MUawCVBLpcXWofcxcWFTZs20b59e+bOncvnn39eoJwkSXh7exMQEEBgYCDVqlXTyN4YGBgUGClUFOOaD2JtwA6WHF1LR69mhCdG4WBmS0OP2shloi65QPBvozAbpa+vz9atW6lduzZDhgxh586dSJKEn5MbH/o0ZEXQacqZWdK5gpdO9TG3a0BGWiTRT/xRGNhgbFGl+EElYMjIBuz9/Tp/7bxGj3d8SmUNQdnGvaING38flPv+xtVn+Zy7BTF1Tnuq1Xju8HWvWPj+wMbGhhMnTnDhwgUOHTrEhQsXOHr0KJ999hmrV6/m/Pnz2Npq7qP54IMPWLlyJf3792fVqlU4Ojry66+/5jaUK+hB8rfffktcXBxhYWFs3LiRt99+m/Xr19OvXz+N19Wgxdl/GnGnJsglaPMBjZvA3fzjJPomhnSY80GB53v7dMDRzJb+GybS7fsRbBmyFG+nyvS//jF+dtUZ7NkVW0PLXPmotDjWB/vz/elfGdX0Xa027k5OTvmakvj6+uZ5/+uvv1K9enVWrlzJtm2aN7oTCASCl0ET+1S7dm3Onz/PvHnz6Nu3r8Zzv+Plw5WoMOYFHOH7dr0wlD//Sq/tWy7X+QtgambApOltmTRqJ8cO3KFFO93dpFg5tSbkxhISYwIxt/UtfoBAINAKU3srTO2taDd7GLs+Wpx9sICmL+2+HIZzrUqlpkfbtm354osvmDFjBk2aNCnUWayvr4+NjQ2hoaGcP39eo7k9PDyoWLGiVvpYm1jSukpDVp78hZUnf8k97mxhz7yun9DVu5VW8wkEgjcXd3d31q9fT/fu3fnmm2+YMGECAN0rVedxYhzLLp3EycSMOg6uOl3XxrUzWenRhN/fhEvVUegbOeh0foAKlW1p1cGTdavO0rV3TfT0NK7iKfiXYGikyBO5W9nLnh+WnyYiPLHgOsBSdiZg974189wPaEK9evWoV68ekN2IbcqUKSxZsoSFCxeycOFCjefx8vJi586djBgxAm/v7Jra5cqVY/HixYwZMyZfSReAypUr5/7crVs3OnbsyEcffcTbb7+tce3hnD4Ezs7OGuv6X0JYD0EuPv3aMuj3+Qz6fT4tPh2AsY1FnvPGtha0+HQA723/H5ZuDoRdvouqiMLiTSrWY/fIH4hMiqHPmjFsDvDH1cCOiTUHYGOQd25rAws+rjkAF31bDl4/RXp6uk6vzd7enpUrV7Jjxw7hABYIBGUKPT091q1bx8OHD7UqTxMbmUIv0+qkP8lgxra93Loennsu+EZ4nppft649w9vHiYZNPVgy7wjp6Vk601/fyAFjCy/iw0+gLqbOnkAgKDme7evz1oqJmDnkj+BpNrEfnu3rl7oO06dPp2nTpgwcOJD4+MKjkStWrIira7ajxdPTM08TmCpVquDr64ufn1/uK0dWG/yvHeaPqwfzHQ+Lj2Dwxsn4Xzus9ZwCgeDNpVu3bowfP55PP/2Ua9euAdlZCR/5NKK2vQtfnjnIk8Q4na4pSTLsPfqhMLDi2d31KLNSdDp/DkM/asTTJ/Hs/eNGqcwveLOQy2XF9gCZ+EVrrZ2//0ShUORm/+f8TWlDx44defToEbdv3+bGjRs8ePAAG5vsPUyzZs2KHe/n50dsbGyR/QdeRK1W4+/vj4mJSa4TW5AXSS1ipDUmISEBCwsL4uPjMTfXXQ3FsopKqSLk/E2SImIxtbfC1dcL2d9GJORiMJv6fkHbme9T570ORc7zJDaM7/5ajwF6VLV0x8bAosB0QJVaTUx6PLfiHvJewx5aR4JoQs+ePTl79iw3b97EwsKi+AECQSGUNXtQ1vQRaM/cuXOZMWMGly5dokaNGsXKr156kjXLTmk8//CxjWnfxYu3O/3EhxOaMnhkg5dRNw+piQ8Iu70ax0qDMbaoqrN5BSWjrNmDsqbPm86L+zMja3NOLPmVlKh4hvy1CANTzZr5vgyPHj2iRo0avPXWW2zYsKFQObVaTWBgIAkJCchkMjIyMnLPGRgY4Onpib29vdbrP0uIIjQ+gn7rxxOZVHizOTtTazYP+gZnC3sczTVPWxWULmXNHpQ1fQQvR1paGnXr1kWhUBAQEJBbWiY5M4Oxh3YBsLxND4z0FDpdNzM9hqc3v8XQtDwOFQcW20iuJIwfto3wsAR++XOIzkp5CfJSVuxBRkZGbq1rfX39QuUO7wtm0ZeH8jSEc3B63gNEG3LW+ydnz56lYcOGDB06lB9++CHPuUWLFjFp0iQePHiAu7t7sWtkZGTQrFkz0tPTCQwMLFJWrVbTsmVLLl++TGRkJHp62ZmO7u7ueHt78+eff+YbM3PmTGbNmsXUqVP53//+V6w+/xY0/byAcABrRVkxCGWFvVNXc/Ov0ww/8E2xzePCYyP4fPti3nZvW+y8Sis9Wng31LoWnCaEhITg5eXFoEGDWL58uc7nF/x3KGv2oKzpI9CejIwMateujbm5OadOnSo21SkqIomoiOymbxtuXCQw/CnTGrTB1si4QHlbe1Ns7U35+n+H2PnrZXYcHI6dg5lOdFer1YTe+g5JpsDZs+DSQIJXR1mzB2VNn38bcY/D+anzJ1R/qxntZw9/JWtu2LCBQYMGsXXrVvr06VOo3NOnT7l582ah52vWrKm1E/jzP5fw3clNGsuPatKfOV0maLWGoPQoa/agrOkjeHmCgoLw8/Pj448/Zv78+bnHHyfEMfrQTuo7uTG1fiudO1FT4oN5dncdVs5tsXLSfQmac6ceMmrgFlZtfId6DcvrfH5B2bEH2jj0lEoVgedDiIpIwtbelNq+riWK/K1Zsyaurq507dqVqlWrolKpCAoKYvHixSQmJnL69Glq1KhBZGQkx44dA8Df358NGzbw3XffYWdnh52dHc2bN8+dc8yYMbRo0QIbGxvu37/PsmXLCAkJ4dixY3n6MnXv3p1atWrh4+OTW0Jq3bp17N+/nxUrVjBq1KhcWXd3d1xdXVm0aBEAycnJBAcH8+uvv3LixAn69u3Lpk2bch3G/wW0+byIEhCCEtNiSn/k+noc++qXYmUdrOz5tO0Ijeat4VSlVJy/AK6ursyZM4fvvvuOgICAUllDIBAISoK+vj6rVq3i7NmzfP/998XK29qbUtXbkarejkzr0RYrDxN+jr3EU7NE0u1VVK5un3u+qrcjtvbZ3XuHj2mMoaGCbxce05nukiRh4diMtKT7pCeH6GxegUBQPJZuDrSYMoCgXw7w4OSVV7Lme++9R69evRg5ciRhYWEFyqjVau7fv1/kPMHBwaJhi0Ag0Ck+Pj7Mnj2bhQsXcuLEidzjbuaWTKzXjKNP7vH73es6X9fYwhNLp1bEhh4gJeGOzuf3bVSeilVs+WXdBZ3PLXhzkctl1GvgRodu1ajXwK3EZR8+//xzrKysWLJkSW793WXLltGmTRvOnTuXm514/fp1+vTpQ58+fXKzgEaNGkWfPn1yy0Xk8OTJE8aMGUO7du2YNm0atWvX5uLFi3mcvwCNGzdm7969DBs2jNatWzNmzBgkSeLPP//M4/zN4dSpUzRs2JBGjRrx1ltvsWzZMtzd3dm3bx9btmz5Tzl/tUVEAGtBWXkiVJYI+uUA+75Yw3s75hbZeORJVBghYU9JDo8rdk4TB0tcnVwoZ5s/BUEXKJVK6tevT1ZWFhcuXBAGQlAiypo9KGv6CErO8OHD+e233wgODsbBQbNmIidCHrD04gniM9Jyj9kamTDKpxFNXT3yye/YHMTcz/ex8fdBeZpKvAxqtYon1xZhYOKKQ4V3dTKnoGSUNXtQ1vT5N6JWqdgycA4xD8MYumcxBmYFZwLokqioKGrUqIGPjw+7d+/OF00XExPDpUuXip2nTp06WFtba7zus4Qo9t08zoSdc4uVXdJjKu29mokSEGWIsmYPypo+At2gVCpp0aIFISEhXL58Oc//7cqg0/x+9zpft+xGNRvdNm1Tq1U8u7uO9JSnuHqNQU/fUqfz79pymf9N28vOQx/gWr7oDFyB9pQVe6BNRKdAICKABa+Mmm+3xq5qeQ5+uRa1qvDmP0cCT+Q6fwt75pBzPDk8jiOBJwqU0QVyuZxVq1Zx5coV1qxZU2rrCAQCQUlYsGABenp6TJ06tUi56NQU7sRGsTX4Ml+eOZDH+QsQlZrMl2cOsDX4Mndio4hOfd6YpFufmrhXtObbr3QZBSzDwqEJybHXyMoovDmUQCDQPZJMRsf5I0lPSObw3MLr8uoSW1tbfvrpJ/bu3cvq1avznX+x5m9RaCqXg6O5LQN8u+NsYZ+v900OEuBi4cAA3+7C+SsQ/AeRy+Vs2LCBqKgoPv744zznhtdsQFVre2afOUhsWipKtYrLEaEcfnyXyxGhKF+ioW12U7i3kckUhN/fhFqtfNlLyUOH7tUwtzRiy4aLOp1XIBD8NxAOYMFLIZPLaDN9CGFBd7j++8lC5VrWboqluz3GduYF1ltSq9VIkoSxnTmW7va0rN20NNWmXr16DBkyhC+++IKYmMIbiAgEAsGrxtramtmzZ7N27VouXCg8ze+v+zcYdXAHa64UXc5mzZUARh3cwV/3n3eO1tOTMfqT5gScfMjZkw90pruZTR0kmR4JUaLEjkDwqrFwtaflZwO5svUw948HvZI1O3bsyLBhw5g8eTIhIXnLv2gatVSS6Ca5TM68rp8A+Rug5zC360TkMrnWcwsEgn8HHh4eLF68mB9//JFDhw7lHo9PT6N/tTqkZWUx4cjvvOO/kU+O/cm8gMN8cuxP3vHflPvw/J8P0DVBrmeCfYX+pCc/JebpflIT75EUE0Rq4j3UL+FcBjA0VNDzHR/+2HaVpMT0l5pLIBD89xAOYMFL41a/Gp6dGnBs4SYyUtIKlCln60S9SjVpVMuPmjVr5q/xK0kYGRnRsKYv9SrVLLXyDy/yv//9j4yMDGbNmlXqawkEAoE2DB8+HG9vb8aNG1do1kTnCtUYX0ezh2Xj6zSlc4VqeY41b1uZmnVc+HbhMVQq3VSDkskNMbOpQ2LkOdSqLJ3MKRAINKfWO61xb1KTPZ+tIj1RO6dFSfnqq68wMTFh1KhReeyVlZVVsT0dDAwMsLIqWRpzV+9WrBuwECeLvE3kDPT0WTdgIV29dd+ESSAQvFkMGzaM5s2b88EHH5CSkm0T/7p/g6kn9pCUmc7TpATi0vPev8alp+Y+PP/nA3RNMTQph6l1TeLDjxF2ew0RD34l7PYaHl9dQHLstZe6pj4DapOWlsWf26++1DwCgeC/h3AAC3RCi8kDSIlN4MLa3cXK2tvb06RJE+rUqYNXNS/2RZ9j9sU1pKam8vTp01egbTaOjo588cUXrFixghs3tP9iFwgEgtJCT0+Pb775htOnT/Prr78WKGNjZIyRQqHRfEYKBTZGeWuCSpLE2CktCL4ezv4/b760zjmY2zVEmZVEcpzuG6wIBIKikSSJDnNHkJ6QzIklW17JmpaWlqxYsQJ/f3+2bduWRxdPT88ix3p6ehaYGaYpXb1bcXmKP38MX8Wad+YwoeUQ0rMyqGKfv/a5QCD47yGTyfj+++95+vQpM2fOBLIfoC9v3QNLA6Mix1oZGLG8dY98D9CLIiszgfSUp8Q9O0ZSTFC+88rMeMLvbyTu2THSU56SlZmgzeUAYO9oRvM2ldi+OZALZx6x948bXDj7GKXy5aKLBYKAgAB69OiBm5sbBgYGODg40LBhQyZOnJgrc/LkSYYNG0bdunUxMDBAkiQePnxY4HxhYWEMHjwYe3t7DA0NqVmzJj/++GM+uYMHD9K2bVucnZ0xMDDA3t6eVq1asXv3c9/S2bNn0dPTy6PLi8ydOxdJkti7d+/L/RL+5QgHsEAnWJazp3b/9gR8/zsp0cV/kUmShLW1NS7OLvyv1yRcHJw58SyQW7eDycp6dVFjY8eOxcPDg/Hjx4su1AKBoEzRqlUrevbsyeTJk0lOTs53Pjo1hdTMTI3mSs3MLDCF0aeeK83aVGLVkhNkZenmxkHfyAFD0wokRJ7RyXwCgUA7LFzsaDKuLxc37CXsyt1XsmbPnj3p2bMno0ePJiYmhvT0dBISEjA0NKRSpUooCnhYZWdnh6GhIQkJCaSnlzyVWS6T06RiPXr5dGBy6+HYm9qw5vSrcX4LBIKyT5UqVZg5cyaLFy/m0qVL2BgZk5aVSVx6apHjYtNTScvKzPcAvSgSIgN4evNbYp7uKVIu5ukent78loTIkpXMqljZjgd3Yxg54Fc+n+DPyP6b6dpsFYf3BZdoPsGbi1qpIuJyKI8P3yXicijqEj4I+Ouvv2jUqBEJCQksXLiQ/fv3s3TpUho3bsyWLc+/Uw8dOsTBgwdxc3OjUaNGhc4XHx9PkyZNOHToEAsXLuT333+nTp06DBs2jK+//jqPbHR0NNWrV2fJkiXs37+f1atXo1Ao6Ny5Mxs3bgSgQYMGTJkyhW+++YaTJ/OWHr127RqzZs1ixIgRdOjQoUTX/19BUguvl8aUla6QZZWUmARWtxxDjV4taDN9iFZj0zLTGb5pGu84tcLUxoLm9RqXkpb58ff3p1u3bvzxxx907dr1la0reLMpa/agrOkj0A3379+nWrVqTJkyJV+5mg3XL/DzjUsaz/VetToMrF4v3/HbNyN4t8tapi/oSLfeNV9aZ4Ck2CtE3P8FF69xGBiXfkkfQV7Kmj0oa/r8F1BlKVn/1qdIMhkDd8xFplf6tXBDQ0OpVq0aPXv2ZNq0aTx4oHl9cQ8PDypWrKgTPeYfWM3y4z9zfeoeLIzMdDKnQHeUNXtQ1vQRlA6ZmZn4+voiSRLnzp3jRNgj5gUcLnbcZ/Vb0cqtksbrZGUmkBJ3k6jHO4uVtXXrgbGlF3oK7T53h/cFM/mjXfBPL87fyRQLV7xFq/ZFZ18ICqas2IOMjAzCwsJwcnIqsk5+yIkHBH13mtSo54EiRrYm+IxqhGtT7TJhmjdvztOnT7l16xZ6enp5zqlUKmQyWb6fFy1axKRJk3jw4AHu7u55xsyfP5/PPvuMCxcuULdu3dzj7du359SpU4SEhGBpaVmoPpmZmXh4eFChQgWOHz8OZP9e/Pz8SEpK4sqVKxgbG5OVlUWDBg2IjY3l8uXLmJqaanXd/wY0/byAiAAW6BBja3MajOhO4C/7iXscrtVYQ4UBq9+dQ2D8HVJjkgi4G1Q6ShZAly5daNeuHRMmTHipCBSBQCDQNRUqVGDixIksXLiQR48e5TnXuUI1vmvTk+E16xc5h7Gegq9bdC00hbGKlz2tO3ryw7enycrUTbdqE8vqyBXmIgpYIHhNyPTktP/fCMJvPOTiz68mHdLZ2ZmvvvqKtWvX8uDBA/z8/Ap91a1bF4VCgYWFBb6+vri6uupMj8H1e5GpyuLn87/rbE6BQPBmo1Ao+OGHH7hy5Qpff/01NoaaRfVqKpeDnsIcmbzo2uc5yOQGWjl/oyKSuHE5lPlf7M/v/IXsY2qYP30/Ny6HEhWRpPHcgjePkBMPOPPlgTzOX4DUqGTOfHmAkBPaNXmOjo7G1tY2n/MXyHX4/vPnojh16hQODg55nL+Q7XtJTk4utlSDQqHA0tIyjz76+vps2LCBJ0+eMGXKFADmzZtHYGAg69at+086f7VFOIAFOqXu4E4YW5lz/OuCa1YWhbG+IWO6vE+KMo1jF05yNfTVpLBIksTXX3/NgwcPWLVq1StZUyAQCDTls88+w9LSks8//zzPcRsjYypb2dLXsxbTG7bF1sgkz3k7IxPG1mmCSq3m1NOHRaYwDh/TmLCn8fjrqKGIJMkxs/UlKSYIlVI8WBMIXgfOtSpRZ0B7Tnz9KwmhUa9kzaFDh9K8eXNGjRqFgYEB5ubmBb6srKzw8vIiPj6e9PT0YpvFaYOjuS3da7RhXcB2VCpRE1MgEGRTr149xo8fz6xZszBLTs+3b/ondkYmeNs5ar2OXKFZ5oGmcjls3xzEwJ4/ExNddIPPmKgUBvb8me2bg7SaX/DmoFaqCPrudJEyQStPa1UOomHDhgQEBDB27FgCAgLI1LDMXGFkZGQU+N2ec+zKlSv5zqlUKrKysggNDWXGjBncvn07X83fmjVrMmvWLFasWMHSpUuZPXs2H3/8MU2batYY+7+OcAALdIq+sSGNx/Xhpv8pnl29r/V4C2MzfKrXoo5tVaZu+4r7UU9KQcv8VK9enffff5/Zs2cTHx//StYUCAQCTTA1NWXmzJls2rSJoKCgAmWaunqwsXM/FjXvwmf1W7GoeRd+7tyPrhWr0b9aHXbevcbD+JhC16jkaUebTlX5ccUZMjN0EwVsZlMXtSqT5FjRpVogeF00m/gOBqbGHJz10ytZTyaTsWLFCh48eMDixYuLlLWzs8PW1pbgYN33fxhSvxf3o59w/N55nc4rEAjebGbOnIm9uxvjZ8+kR2XvImXfquzN/biYAnsoFEZWZgKSTB+ZXtGRiHI9UySZvlZN4Hr182HURM2cXKMmNqVXPx+N5xaUbbLSsoi9E5X7ur83OF/k7z9JjUzm/t7gPOOy0gr/rp0/fz5NmjTh22+/pUGDBpiYmNC4cWPmz59PUpL20eTVqlUjJCSEx48f5zmeU783Ojo635hOnTqhUChwcXHhm2++YcuWLXTu3Dmf3KRJk2jQoAHjx4+nSpUqzJkzR2v9/qsIB7BA59Ts3RLrii4c/WpTicZ7lCuPsakJfTxa0+vH0YQlROpYw4KZNWsWKSkpLFy48JWsJxAIBJoydOhQqlSpkpvuVBBySUYte2dauVWilr0zcin7K75n5Ro4mZizPPBUkc0uPxjbmPCwBH7flv+JfElQGFhjZFaJhCjhgBEIXhcGZsa0nj6EOwcvcPfQhVeyZvXq1Rk/fjxz5swptDM4ZGdgeXp6kpmZyf372gcNFEUDdx+q2Huw7twOnc4rEAjebMzMzHh75mekdmzMmitFN2BbcyWAUQd38Nf9GxrPnxAZQOitFaiyinaYKbOSCL21QusmcJZWmpWk0FRO8GaQ+CSOg6N25L4ufXNCo3GXvjmRZ1zik7hCZW1sbDhx4gTnz59n/vz5dO/endu3b/PZZ59Ro0YNoqK0yyT64IMPUCgU9O/fn+vXrxMdHc2KFStyG8oVVEri22+/5dy5c/z++++0b9+et99+m82bN+eTk8vlzJgxA4CpU6fqNIvo345wAAt0jkxPTvNP+vHo1FUentI+8kuSJKp7VcPZyI461p70/nE0cSmaPx0tKc7OzkyYMIElS5bw9OnTUl9PIBAINEVPT4958+axf/9+Dh48qNVYfbmcj2o34nJkGMdCCneyeFSypX3XaqxdcYb0dN1E45nZ+pKe/IiM1AidzCcQCLTHs0N93JvU5NCc9WSlZ7ySNadPn46VlRUTJkwoUs7IyIgKFSrw+PFjEhJ0t9eTJInBfj3Zff0o4YmvpvyFQCB4M5jUpTfq7ft5+u16ljTtzPLWPRhfpylDvH0ZX6cpjZ3Loy+TM6tRO75r07PQHgoFYW5XHxevMbh4jcHapWO+SGCZnikyPVP0DGxw9hyFuV3RfRxeZPvmIOZ+vk8j2bmf7xMlIP5FmJWzpM13PXNfdcZrFgleZ3zTPOPMylkWO6ZevXpMmTKF3377jdDQUCZMmMDDhw+1DpLz8vJi586dPHr0CG9vb2xtbVmwYEFudpCLi0u+MZUrV8bX15du3bqxdetWWrduzUcffVRgOaccp29xTc8EeREOYEGpULmtL041K3JiyZYiI84Kw8LCAgcHBwZU7khMchzvrB9PckZqKWial8mTJ2NsbMzMmTNLfS2BQCDQhrfeeotGjRoxefJkreta+jqWo7GzO6svnyU1q/CaXsPGNCIyIoldWy6/rLoAmFhWQyY3JjFaRAELBK8LSZJoM30ICaFRnPvhz1eyppmZGUuWLGHXrl3s3r27SFk3NzdMTEy4detWifaMhfFOnc7oyfT45YK/zuYUCARvPrbGJiyfOYe7Z8+z4/sf8bS2o3NFL971qk3nil5M9muJtZExv92+QgVL6yJ7KPwTPYU5BsYuGBi7YOnYnPI1p+JUZTj2Hu/gVGV49vvK75OVEUdK/E2tmsD16ufDxt8HMe7TFkXKjfu0BRt/HyRKQPyL0DPUw6qybe6rQgdPjGyLrmFtZGdChQ6eecbpGeZv8FYUCoUiN9L22rVrWuvdsWNHHj16xO3bt7lx4wYPHjzAxsYGgGbNmhU73s/Pj9jYWCIjX01G+H8B4QAWlAqSJNFk/NuEBt7m/rGgEs1RsWJFVEoVP3T5kuthdxi8cQoZRTgudIGFhQVffPEFP/30EzduaJ7uIxAIBKWNJEksXLiQwMDAAtOhimOkT0MS0tPYdONSoTLuFWzo2L0661ad1UkUsCTTw8ymDonRl1CrdFvjUyAQaI5NRRfqDe7Eme92vLKGcH369KF169aMHTuW5ORkjh49yubNmzl69ChK5fNa4zKZDC8vLxISEnSagWVpbE6Pmm1Zf26naAYnEAjyULVqVT7++GPmzZvHnTt38tgnA5mcSb4tuB71jB23tXd6vYgkyTAyq4iptQ9GZhWRJBkGxs5YObUm7tlR0pIfFz/J39jam1LV25H3htdn4XdvYe+Yt4mcuYUhC797i/eG16eqtyO29kXXIRa8uUhyGT6jGhUp4/NhIyS55u6+sLCwAo/fvHkTyM6WLgmSJFG5cmW8vLxQKpUsXboUHx+fYh3AarWaY8eOYWlpmes0Frw8wgEsKDU8mtXCpY4nJ7/ZWqKIDmNjY1xdXcmITWHDu19x4t55Rv02o9Q38SNHjqR8+fJ8+umnpbqOQCAQaEvjxo3p3r07n3/+Oenp6VqNdTQx4x0vH7bfvsqTxLhC5d7/qCHRkcn8vlU3tYDNbH1RZSWTHH9TJ/MJBIKS0Wh0LwzMjDk8b8MrWU+SJJYvX87Dhw9xdnamZcuWvPvuu7Rs2RJ3d3d27Hhen9fS0hJnZ2fu3r2rtW0risENevE4NpTDd87qbE6BQPDv4IsvvsDExISaNWvms093T5yhZ5UarL12vsgmuiXF0rE5BsYuRD7YikqlfWmeVu098T8+klWb+jFnSVe8ajjgXtGaVu09da6roGzi2tSDhtPb5osENrIzoeH0trg29dBqvvbt29OpUydWrlzJkSNHOHToEIsXL6Znz56Ympoybtw4ACIjI9m2bRvbtm3j6tXscp979uxh27ZtHDt2LM+cY8aMYfv27Rw9epSffvoJPz8/7t69y8aNG/PIde/enenTp7Njxw6OHTvG5s2b6dChA8eOHeN///sfenraRS4LCkc4gAWlhiRJNP34bZ5dvcfdgyVrPOLhkW24XGTWfP/OHHZdOcin/l/pNEXwnxgYGPC///0Pf39/TpzQrMC6QCAQvCrmzZvHkydPWLlypdZj3/ashZ2xSZEN4cp7WNO+qxfrV50lQwdRwPpGDhiYuJEomsEJBK8VAzNjWn46gODdZ3l0+uWi2oojLCyMS5cu8eeff6JUKvPV9w0JCaFXr14sWrSIS5cuERYWRqVKlZAkiTt37uhMj3rlvKnuWJn1AaIZnEAgyCbHPq1cuZLo6GjS0tLynM+xT3H7TmAlV/C/UwfI0nEAkiTJsfPoS1ZGHDFPNavr+0/kchn1GrjRoVs1Bgz148qlUB490L2zWlB2cW3qQeeN/Wi+qAv1P2tF80Vd6PxzP62dvwCff/45VlZWLFmyhG7dutGxY0eWLVtGmzZtOHfuHDVq1ADg+vXr9OnThz59+rBhQ/YD5VGjRtGnT5/cchE5PHnyhDFjxtCuXTumTZtG7dq1uXjxItWrV88j17hxY/bu3cuwYcNo3bo1Y8aMQZIk/vzzT0aNGlXC346gICR1aXrS/mUkJCRgYWFBfHw85uaa1+v5r7O5/yxSYxMZ8udCpAK6PRbH/fv3efDgAY0aNWLr1b1M2PE/Pm0zgslthpeCttmoVCrq1auHkZERJ0+eRJKkUltL8GZS1uxBWdNHULoMHz6cXbt2ce/ePa3/v8+EPmL6qX1Mb9iWpq4FbxAf3I2ib4cf+fTL9vR61+el9U2IOk/Uox241ZiCnr7lS88nKJqyZg/Kmj7/ZdRqNZvenk5aQjJD/BciV5ROVM3MmTOZNWuWxvIzZsxg5syZhIaGcuPGDerUqYO1tbVOdPnxzG986r+Iy1P8cbaw18mcgpJT1uxBWdNHUPpoY59MPdxoMH8qA73r8V61ujrXJS78ODEhe3D2HIGhqXuJ50lPz6JDg+X0erc2oyc1152C/zHKij3IyMggLCwMJycn0eRMUCzafF5EBLCg1Gk64W0igx9za0/J0u/c3NxQKBTcu3ePQX49mNbuQ+YfXM26gO061vQ5MpmM+fPnc/r0afz9RfMQgUBQtpg5cyZJSUksWrRI67ENnctT38mNVZfPkJZVcISvRyVb2nb2Yu3KM2RmKAuU0QZTq5pIMgWJUSXLBhEIBLpBkiTazhxKzL2nXNpYsqgzTRgxYgSrV6/WSHb16tWMGDECACcnJywsLAgODtZZya8+tTtiqKfPxvO/62Q+gUDwZqONfVr86TS6u1Vh041L3I3Tff10C/smGJi4EfHwtxKVgsjBwECPDt2q8dfOayiVoua5QCAomDLvAE5KSmL8+PE4OztjaGiIj48Pv/76a7Hj1q1bhyRJBb6ePXv2CjQX5OBaryoezXw4tew3VCX4QtLT06NChQo8e/aMxMREPm75Ph80eptPdi3A/9rhUtA4m7Zt29KqVSumTp2ap1mJQCAQvG5cXFwYO3YsX3/9NeHh4VqP/9CnIbFpKWwNDipUZuhHDXkWmsBfu7JvJi6cfczeP25w4exjrW8uZHIDTK1qkhh9AbVa3JgIBK8Th2ru+PRry8lvtpIcFVcqazg5OWFmZla8IGBmZoaTkxOQ7aCuWrUqycnJPH6seXOkojA3NKVnrfb8fH4XSpXYzwkE/3W0tU8j/JpR3tyKr84dI1PHNkSSZNi590aZEV/iUhA5dO1Vg8jwJM6eeKAj7QQCwb+NMu8A7tmzJ+vXr2fGjBns2bMHX19f+vXrxy+//KLR+LVr13LmzJk8L9FF8NXTdEJfou8+5ab/yRKNd3Z2xtjYmLt37yJJEnO7TKR7jdYM3zyNk/dKJ6JMkiTmzZvH9evX8xUqFwgEgtfNlClTUCgUzJkzR+uxLqYW9KpSky23LvMsOTHf+aiIJDIzlPg2Ks+y+Ufp0HAFI/tv5vMJ/ozsv5mODVfw85oAbl17xq1rz4iKSCp2TTNbX7Iy4khNvKe1vgKBQLc0nfA2Mj05Rxc+30+rlCoen73OjT9O8vjs9RI9tH+RHKeutnJmZmaUK1eO+/fv56vNWVIG+fXgaXw4h2+f0cl8AoHgzUYb+6SQyZnk24JHCTH8cjNQ57roG9ph5dKehIjTpCaW3HnrVcORilVs+WPbVR1qJ3idiGqtAk3Q5nNSph3Au3fv5sCBA3z33XeMGDGCli1bsmbNGtq2bcukSZM0isr09vamQYMGeV4KheIVaC94EaealajUph4nl/6GMlP7pkIymYyKFSsSHR1NTEwMMpmM7/rOoqFHbfpvmMjV0OBS0Br8/Pzo1asX06dPJy0tDaVSydGjR9m8eTNHjx4VkcECgeC1YW1tzZQpU1i9ejX379/X2j6961UbM30DVl/O7xDZvjmIAd3Xc/70IxLi04iNTslzPiY6haXzjzKg+3oGdF/P9s1BxeprYOKGwtBOlIEQCMoARlZmNJv4Dte2H+Vp4G2C9wWwqtlHbO4/C/8Jy9jcfxarmn1E8L6AEs0fFhaGiYkJ9vZF19x1cHDAxMSEsLCwPMcrVqyInp4et2/fLtH6/6S2azW8naqw4dwuncwnEAjeXEpinypZ2dLfqw6/3AzkTmxplIJojIGJG5GPtpW4FIQkSXTtXYNjB+8QF5NS/ABBmUUulyNJks4eggr+3eR8TvT0iu/rUKYdwDt37sTU1JQ+ffrkOT5kyBBCQ0MJCCjZplTwemg6vi9xj8O5tvN4iaJM7O3tMTc35+7du6jVagz09Nnw3ldUtHWj79qxPIwO0bnOYWFhvPvuu4SEhNC3b1+cnZ1p2bIl7777Li1btsTZ2Tm3g3VOF2uBQCB4FYSFhdG0aVMsLCzo1auX1vbJSE/BB7UacPLpQy6F57Wfvfr5sGHHe1jbGBepg7WtMRt2vEevfj7F6itJEmY2vqTEXUeZJW5MBILXTa232+BQ3YM/P/6WXR8tJvFZdJ7zieHR7PpocYmcwKtXr8bPz4+IiIgi5cLDw/Hz88tXj1NPT48qVaoQERFBdHR0IaM1R5IkBvn1YO+tEzxL0L3zRiAQvDmU1D7186qNh4U1X50/SoaOg4B0VQqiU/fqqNWw948bOtRO8KqRy+WYmJgQFxdHVFQUKSkppKenk5GRIV7ilftKT08nPj6euLg4TE1NkcmKd+9K6jIcV96wYUOUSiXnzp3Lc/z69et4e3uzevVqPvjggwLHrlu3jiFDhuDg4EBkZCQWFha0aNGCL7/8Em9v7yLXDQsLK9CRl5SURPPmzV97V8g3mV1jvubxmevI9RUkhcfkHjdztKH19MF4tq9f5PiYmBguXbpEjRo1cHBwACAyKYaOK4cCsOfDH7E2tuDMg0DCE6NwMLOloUdt5DJ5ifQtaRdrwb+f19UlVtgnQQ66sE9qtZqPj/qTmJHOqra90Hth43Dh7GNG9t9c7LyrNvWjXgM3jXTIykzk8ZV52JTrioV9Q411F2iHsE8CTXl87gab+80sXEDK3qONPLYCmVzzuJEXPwuHDx/mq6++yuds+eCDD/I0f/tnSrZarebSpUukpaXRoEED5PKS7eVySEhLwut/7ZnYaigft3z/peYSlBxhnwSvG03sU6dOnZg9ezaQ1z7di4tm9MGd9K1aiyHevjrXLS78BDEhu3Gq8gFGZh4lmuOTkTsIfRrPL/5DdKzdv5/XZZ8KQq1Wk5ycTFxcnMg6FhSJqakp1tbWSJJUrGzxMcKvkejoaCpUqJDvuLW1de75wnB0dGTatGk0aNAAc3Nzrl69yvz582nQoAGnTp2iVq1ahY5dvXq1VjfVguJJioglKSIWcyc7UmPz15tMfBbNrlGLafHpAMo39MbU3gpTe6t8ctbW1tjY2HD37l3s7OyQyWTYmVqzfehyOqx8n3bfDSEjK4OwhMjcMc4W9szr+gldvVtprfeIESPo3LkznTp1Iiqq8IgRBwcH/P39cXV11XoNgUAbhH0S5JBjn7p06VJkFEtR9kmSJD6q3YiPDuzkj3vX6Vm5Ru45Ter6aiMHoKcww9iiKolR54UD+F+IsE9vFkkRscTce1q0kBoSw6K5svUQlVrXK3BvVhAvOkzq1KnDhAkTOHHiBGFhYTg6OvL5559z8uRJli9fXmhpNkmS8PT0JCAggEePHhV4T6AN5oamvFWzHRvO7WJ888EaRcoI/j0I+yTIoSj75OTkxI4dO1i7di0ODg64uLjkGVvR0oYB1eqw4cZFGjm742ltp1PdLOwbkxx7jchH23CtNg6ZTF/rObr2rsHEETu4dT2cqtUddKqf4NUhSRKmpqaYmJigUqmEE1hQIHp6elrtZ8p0BHCVKlWoWLEie/bsyXM8LCwMZ2dn5s2bx6effqrxfA8fPqRGjRq0atWK33//vVA58YRY95xcupVTy7ZpLN94bG+ajOtb4LnExEQCAgLw9PSkXLlyucdXHN/IF7u/ySef8xxk3YCFJXICHz16lJYtWxYrd+TIEVq0aKH1/II3ExHBIigL6Mo+Lb14giNP7rG2w9tYGRoBpRMBDJAcd4Pwextw8RqDgbFL8QMEWiPsk0ATDs/dwPkf/9RY3ndoF1pNHaiTtYOCgqhbty6LFi1iwoQJRcreuXOHJ0+e0LBhQ4yMjF5q3XOPrtBh5ftse385rao0eKm5BCVD2CdBWScuLo4qVarQtm1bNm3alO98lkrF2EO7yFAp+a5NT/RfMjvhn2SkRfL0xlLM7OpjW65roXJqtYq0pAcoMxORK8wwNPVAkmRkZSrp3GQlbTpVZdKMNjrV7d9OWYoAFghKgzIdAWxjY1NglG9MTHbpgJxIYE1xd3enSZMmnD17tki5gtLQINsgCEqGT7+2mNpbse/zNcXKtp8znEqt6xV63szMDCcnJ+7fv4+TkxNRKXGExkew7PiGAuVznnB8sms+LhaOOFvY42huq7Humtb1FfV/Ba8CYZ8EL6Ir+zTE25djT+7z07VzTKzXnKiIJIyN9LC2MSYmuvB6vda2xhgb6REVkYStvalGuhhbeCLXMyMx6iIGbsIB/G9C2Kc3DW1jQHQXM+Lj48PIkSOZMWMG/fr1w9HRsVBZDw8Pnj17RnBwMD4+Pi+1rq9bDao6VGDD+Z3CAfwfQ9gngaZYWlqyYMEC3n//fUaMGEGzZs3ynNeTyZjk14JRB3bw842LDK3hp9P19Q3tsHJpT0zIbkwsvQssBZEce42oJ/4oM+Nzj8kVFtiW64qJlTedelTnj9+uMO7TFugblGmXj0AgeIWU6dynGjVqcPPmTbKysvIcv3r1KkCxtXwLQq1Wi5Sv14CpvRX6JppFbeibGBWbYlixYkWUSiWPHj1i+fGfabNiIJFJMUWOiUyKoc2KgSw//rPGegMFbhZfRk4gEAh0ha7sk7mBIYO967HvQTDBMRFs3xzEwJ4/F+n8BYiJSmFgz5/ZvjlIU5WRJDmmNnVIiglEpcrUeJxAINAtfsO68d6OuRjbWBQpZ2xrwXs75uI3rJtO1589ezb6+vrFZvPlNISLiooiMjKySNniyG4G15Pd148SkfjyzeUEAsG/k0GDBlG/fn3GjBmTzxcB4GFhzcDqddl66zI3o4tuJlcSLOwbY2DiRuSjbaiUGXnOJcdeI/z+xjzOXwBlZjzh9zeSHHuNbr1rEB+XxvFDd3Wum0AgeHMp057QHj16kJSUxPbt2/McX79+Pc7OztSvX3TDsH/y4MEDTp06RYMG4on/60DTunGayBkaGlKuXDkeP36MfikGsoeFhWFiYoK9vX2Rcg4ODpiYmIgoYIFA8MrQtX3qXMELDwtrVgSepsc7tdj4+yA2/j6IcZ+2wNrGOI+sta0x4z5tkSvTq5+PVrqb2dZFpUwlJU50qRYIXhem9lY416pEu9nDntfLehEp+9Xuy2E416qk8T5OU6ytrZk7dy7r16/n9OnTRcra29tjY2NDcHDwS9dB7Fu7I3KZnF8vaV7+QiAQ/LeQyWQsX76cq1evsmrVqgJl+nrWorKVLV+dP0qGMr+T+GWQJBn27n1QZiQQE7oXgKzMBNKSnxD5eFeRY6Me78LJKZWGTez447crOtVLIBC82ZRpB3DHjh1p27YtH374IWvWrOHIkSN88MEH7N27l4ULF+Z2Ax46dCh6eno8evQod2ybNm348ssv2bVrF4cPH2bp0qU0adIESZJyO3oKXh1JEbHoGRloFGWiZ2RAUkRssXO6u7sjSRJd3JqwpMdUjfRY0mMqo5u9p5EsZDeM8PPzK7LBEkB4eDh+fn6sXr1a47kFAoHgZdC1fZLLZIyq3YibMRFcTg2jqrcjVb0deW94ffac+YhVm/oxfGxjAKbMbMd7w+vnymha/iEHfUN7DEzKkxh9QatxAoFA93i2r89bKyZi5miT57iZow1vrZiIZ3vtAi60YejQodStW5fRo0cX6djNaQiXnp7OgwcPXmpNK2MLutdozYZzu1CpVC81l0Ag+PdSr149hg0bxhdffFFg9oH871IQz5ITWH9d9/sZhaEt1i7tSYg4TWrifRIiAwi9tQJVVtHNd5VZSYTeWkG//grOnHjAs1BR5kQgEGRTph3AADt27OC9995j+vTpdOjQgYCAADZv3kz//v1zZZRKJUqlkhf72dWoUYMtW7YwcOBA2rdvz8KFC2nVqhUXLlwoUekIwcsRtPkAP/ecSkp0fJFyKVHx/NxzKkGbDxQ7p0KhwMPDg9jIGHpUa4OzhX2BASw5uFg4MMC3u1b1f0eMGMHFixe5ePEiX331Vb5IOwcHB7766qtcmREjRmg8t0AgELwMxdkne3t7re1TLTtnWpSrwJorASRnPk85lMtl1GvgxohxTfBtWJ4fvzvNy/aQNbOtR2rCXbIy4l5qHoFA8PJ4tq/PyOMr6PL1GCS5jOpvNWPksRWl6vwFkMvlLF++nMDAQH744YciZY2NjXF3d+fRo0ckJye/1LqD/HpyP/oJJ+9ffKl5BALBv5u5c+ciSRJTpxYcbFTe3IpB1evxW/AVrkc90/n65vaNMDApT+TDbRiZVcHMVrNMZjPbBnjVboq+gR5/7bymc70EAsGbiaR+2Tu4/xCiK2TJSYqIzY3qfXTmGufW+OdxBhtbm+P3QTfKN8x2zpvaW2mUaqhUKjlz5gxmZmY8lkczeONkoOA2JVPbjuST1sNe6jqUSiUnTpxg165dLF26lIMHD9K6deuXmlPwZlLW7EFZ00fw6smxT4GBgXzyySfMnz+fSZMmaT1PREoSQ/dupWvFanxQK/+NxsWAx4x4dzNff9+LZq0rlVhflTKdR1f+h6VDM6ycRZdqXVLW7EFZ00dQNMcXbebcj38ybN/XWLo5vJI1hwwZwh9//MHt27exsbEpVE6pVHL27FmMjIyoXbs2klTUo//CUavVNPi6DzWcq/BDv7klVVtQAsqaPShr+gjKHt999x2jR4/m7Nmz+Pnlb/imVKsYf/gPkjLSWdWuFwZy3ZYnzEyLIuTGUhRGDmSkhGg8ztKpNUu/zuDyxRB2Hv6gxPbyv4SwB4J/O2U+Aljw78DU3gpH7wo4eleg/vBufHRmNf02zaDdl8OQ6yuo2acV9Yd3y5XRtM6cXC6nYsWKREZG0tS1DusGLMTJIm8UnLOFPdUcKrL8xEauh915qeuQy+W0aNGCJUuWUK9ePaZNm/bSUXACgUCgC3Ls04QJExg+fDjz588nPr7orIuCsDc25R0vH3bcucrjhLh85+vWd6OOXzl++PbUS9k/mdwAU6uaJEZfRK0WadgCQVmhwageGFubc3juhle25vz588nKyuLzzz8vUk4ul1OlShViYmKKLX/zf/buOzyKqm3g8G+2JpveCwkkEHoJIF06IipFqmJ5xYaoYANfFFRExS6W1w8QKwhKUUEFRFSa9CLSew0hvfeyu/P9ERKIabshkSU893WtSWbPnDl7TB5mnjlzTmUUReG+TkNZeXA9ydlp1a5HCFH3jRs3jjZt2jBhwoRyp43RKhr+27E38TlZfHVwV40fv3gqiIKcaHxCh6HRVT7tllbnSnCz8bj7dWbIqNZER6Xx9y7bE8dCiLpLEsDiqtBoNdTv0pJ299xMhwdu468Fq8lJrt78RIGBgbi6unLixAkGtezDvudW8PPYT/hs9Ax+HvsJ+55bwS+PfUGYdz1GffkEUSkxV9x+RVF466232LFjBz/++OMV1yeEEDVp2rRp5Obm8s4771Rr/1FN2uBncmXO3qKpHiyqlX0JMayLOsm+hBgeHN+Vwwfi2LLh9BW10823A+aCVPIyr6weIUTNMZic6DPlP5z4fRdnNu37V44ZEBDAK6+8wty5c9mzZ0+lZf38/PD19eX48eOYzdVfeGl0+0EAshicEKJSxVPV7Nq1i6+++qrcMvXdPXmgVUeWHT/AwVqaCsLJNYz0+I34hAyqtKxv/aE4uYSi07vTvlMoIfU9ZTE4IQQgCWDhADqPHYKi0bB97o/V2l9RFBo3bkx6ejqJiYloFA0tvBpyY2BbWng1RKNocHdyZekD/8PZ4MTILyeQlFX1InNV6devH/3792fq1KlXdAEihBA1LTg4mKeffpoPPviA2NhYu/fPLCjg9kYt2R0fzbu7NjJ6xTc8u3Elb+5Yx7MbVzIzZRMNBvrxfx9u5HhKIsm5OdVqp9GlAXqjnywGJ4SDaTawK6GdW/DHq19hKfh3znHGjx9PixYtKhxld7mmTZtSWFh4RQvC+bh4MqhVH77euVye5hJCVKp79+7ce++9TJkyhdTU8q8jhzdpRXOfAN7dtYG8Gr42VBQNfg1GYinMJD87ioCG96LVl15cXav3IKDhvbh4tbpsP4VBI1rzx+pjZGXm12ibhBDXHkkAi6vO2cuNDg8M5O+Fa8iMT7F7//z8fPR6Pe7u7hw5coQ///yTPXv2cPDgQfbs2cOmTZs4e/YsTqqeb0a/Bxa4c95TZOVXL2FxuTfffJOjR4/y9df/3mOSQghhi8mTJ+Pk5MRrr71m976rTh9m7v7tAPx+7jhp+bml3k/LzyO9eyHn1DQembOUVacPV6uNiqLg6nMDWSn7yUjcSW7mKZkOQggHoCgKN017gNSzseye/8u/cky9Xs/HH3/Mtm3bWLhwYaVlnZ2dCQ8PJyoqiszMTFJSUoiLiyMlJcWuZO59HYdxIvEc28/uvcLWCyHqunfeeYfc3Fxefvnlct8vmgqiF0k52Xx5cCdAmSeoLFdwjlM8FURG4lY0OhP1Wz9HUJOx+IePJqjJWOq3fq5U8rfYoOGtyM8r5I9fjlb72EKIukEWgbODTApee/Izc/ik13iaDezGgNfG2rXvqVOn7BoBYvJ1Y/TyyXSo34rFYz7EoNPb29xS7rzzTrZu3crx48dxdna+orrEtcPR4oGjtUc4hnfffZepU6dy5MgRIiJsX7AtOTeHpNxspm76hYyCikeMaLLB+2cdHy+8E1+Ti93ty049SNL5n7AUZpZs0+o98A0dXO5FjLCNo8UDR2uPsN3v07/k4LINjP3jI5vXZ7hSd955Jxs3buTYsWN4eHhUWM5qtbJ582YKCwtLJX2NRiNNmzbF39+/wn0vr6PTzBG0D23Jp6Nn1Ej7ReUcLR44WnuEY3vvvfd47rnn2LNnD5GRkeWWWXb8AHP2bWNMyxtYdfooSbnZJe/5OrvweNtu9AgJr9bxVdVK7PFPMRdkENLiaTRag037PXH/UjIz85j3w33VOu71QuKBqOtkBLBwCEY3E10eG8a+JWtJPm3fHL0hISF07NgRg6HyfwANBgMdO3bkhuZt+ea+mWw9vYfx302v8jHDqsyYMYO4uDhmzZp1RfUIIURNmzBhAoGBgVUurPRPPs4m8syFlSZ/AawucCYzlTN7k2yu21yYQX7OBdLiNhJ/emGp5C+ApTCd+NMLSYvbSH7OBcyF1ZsfXghx5Xo8cwc6o4G1r8371445c+ZMsrOzmTJlSqXlkpKSKCgoKDPiNz8/n/3799u0SJxGo+GBLiP46cAfJGQmX1G7hRB135NPPkmzZs0YN24cFoul3DJDG7ci1M2T+Yf+KpX8BUjKzebVbb+zKbp609dcPhVEyoXVNu837K5IDu6N5fiR6i+eKYS49kkCWDiMG+67BbdAHza+841d+xmNRiwWCwUFBZWWKygowGKxYDQa6dGoA3NHv8ay/b/x35/evqK53xo3bszDDz/MG2+8QVpaWrXrEUKImubs7Mz06dNZsmQJf/31l137JufZNk1OaAsvPvt4i831ZiTu4MKRj6u8cEm5sJoLRz4mI3GHzXULIWqWk4crfV8cw9FftnFqfeWLs9WUkJAQXn/9debMmcOWLWVjS35+Punp6Rw9WvnjzEePHiU9PZ38/MpvZN1zwxB0Gi3zdy6/onYLIeo+g8HAp59+yo4dO5gzZ065ZVRUsgorjztz9m6t9nQQl6aC2EaujYvo9uwbga+/K8sW7a3WMYUQdYMkgIXD0BkN9Jw0mhO/7yJ6t31zFFWV/C2v3O2tb+J/I17iqx0/MGXFe1eUBJ42bRp5eXm89dZb1a5DCCFqw5gxY2jWrBnPP/+8XXHOx8lkU7nBt7Zmz87z/LUjyqby7n6d8a0/zKayvvWH4e7X2aayQoja0WJId8J6RPLbtM8pyM77V445fvx4OnXqxCOPPFLmHC86Oppdu3bZdON/165dREdHV1rO0+TOqHa3MW/HDxRaZFFfIUTlbrzxRh599FGmTJnC+fPnS713MjWJ+Qd3k5qXW8HeRRJzs5l/cDcnU21/gupy7v7dcHINI/HsUizmyo8FoNNrGXpHG3758RDZWbIYnBDXK0kAC4fSYvCNBLQMZ/1bC+xKVFQ1/UNF5e7pMIT3h03l061LeGnVh9VOAgcFBfHf//6XDz74gJMnT1arDiGEqA06nY533nmHP/74g59++smmfZJzc3DS6fE0Vj6vuZfRmU4dG9ComS+ff7zV5jZZzLaNLra1nBCi9iiKws2vPEROcjqbP1r6rxxTq9Xy2Wefcfz4cd55551S74WEhNCoUSOb6mnUqBEhISFVlhvb9Q5iMxJZdWhDdZorhLjOvPnmm7i5uTFhwoRS149z9m5l0dG9NtWx6Ohe5uy1/dzpcoqiwS/sDqyWPJKiltt0DTv0zkjycgtZs+JItY4phLj2SQJYOBRFo6HP8/8h5u8THPvV9sd+vby8MBqNlZYxGo14eZVdwOT+zsN55/bJzN78Da+tmVXtJPBzzz1HYGAgEydOrNb+QghRWwYNGsQtt9zCM888Q25u1SNFVp0+zIS1y0nLr7xsan4uT6z7kWbDgti17Rx7d1c+0g6KpoBIjVljU7tTY9bIFBBCOACvBoHc+OQodn+1iriDtj1yfKXatGnDs88+y2uvvcaxY8dKvafX27aAr63lWgY1plt4ez7busTudgohrj+enp58/PHH/Pzzzyxbtqxk+2Ntu3FXs7Y21XFXs7Y81rZbtdugN3rj22A42an7yUzeXWX5wGB3buzdkB8W7b2iJ1+FENcuSQALh9OgWysa9mrHn+9+i6Wg6kfx8vPzyczMJDQ0tNJyoaGhZGZmljsX3MNd72DGwGf4cMM83vrj02q122QyMXPmTFasWMHq1bZPyi+EELVNURQ+/PBDLly4wHvvvVdl+YENWzD7puHMvmk4Y9t0LjMS2E1vZGybziVlJtzVi8bN/Jg9888qLyrc/ToT3Gw8Gp1rpeW0OleCm42XKSCEcBAdHxqEb+NQ1rzwKVZz+Ysf1bRp06YRGhrKI488UrJob3R0dJXz/xY7evRolVNAFHu46x1sO/s3B2OOV7u9Qojrx/DhwxkyZAhPPPFEyTowEV6+jGnVAV9nl0r39XN2YUyrDkR4+V5RG1y92uDm04Hk8z9TkFf1Am8j7m7HsUPxHD4Qd0XHFUJcmyQBLBxS7+fuIe18PHsX/V5l2ejoaHbu3Fnl1AsnT55k586dFV4IPN7jHqbf+gTvrv2Md9d+Xq12jxgxgj59+vD000/bPC+xEEL8G5o2bcrTTz/Nm2++SVRU5fP1+jibaOzlS2MvX+5oGsniwffwXq9BPN+pDw3cvfAwOjE0omVJGT8XFyb8txd7dp5n07pTldat07vj5BKKX/2hlZbzrT8UJ5dQdHp3ez+qEKIWaPU6Brz+CHGHzrDrq1X/yjGdnZ355JNP+PPPP/n006Ib9CEhIXTq1ImIiIhK942IiKBTp042TQEBMLBlb4I9Apiz+dsrbrcQou5TFIVZs2aRmZnJs88+W7Jdq2h4vIqRvY+17YZWqZlUjE/oEHR6TxJOL0K1Vj54qmvPcILqubNkvn0LAwsh6gZJAAuH5Ne0Pq1H9mHzR0vJScmotGzxhUDxq2PHjjRr1oxGjRrh7e0NQOvWrUver+xC4MleY3jh5sd48/dPeO1X+6eDUBSF//3vf5w6dYqPPvrIrn2FEKK2vfTSS3h4ePDf//7Xrv20ioZI/2D6NWjMi136EZ+TyfxDpS8euvVqSKduDfj4nQ2YzVWvbO3i1YqAhvei1Xv84x0NBucgXLxa2dVGIUTtq9euCR0fHMim95eQdMK2kbVX6qabbuKRRx7h2Wef5dSpUxiNRtzd3QkLC6NNmzZlpgBTFAWDwUBoaCju7u5VThFWTK/V8eiNd/H9vl+JSa96JJ0QQoSEhPD+++/zxRdfsGrVpRtjPULCmda1f5mRwArwzA096BESXmNt0GgN+De8i4K8BJIvVP4Uqlar4c77buC3VUdISsyqsTYIIa4NkgAWDqvnpLtQrSp/zlxcabniC4Hil4eHByEhIYSHhxMZGYmzszPR0dG4ubnZdCEwqe9DvHrb03yw4SumrJhpdxK4VatWjB8/nldffZXY2Fi79hVCiNrk5ubGO++8w9KlS1m/fn216gjz8Oa+lh347tg+DiZdeoRQURSefK43Z04m8/N3+22qy8WrFfVbP0dQk7H4h48mqMlYfBsMpyA3loLc+Gq1TwhRu3pMHI1HqD+r/jsLS2HVU3XVhPfeew9/f3/GjBmDxXJp+gl/f3+6d+9O+/btadWqFe3bt6dz586YzWZOnar8aYTy3NdpKE46I59urfzcUwghij388MPceuutPPzwwyQnJ5ds7xESzsKBd/Fer0FM6dyXl7v2x9vJxG9nj2O2Vn2j3B5GUzA+IbeRkbCFrNTKz8Fuv6MNer2WH775u0bbIIRwfJIAFg7LxdeD7k/fwb4la4k7UL0FR7RaLc2aNSM1NdWuZOyEnvcyc+jzfLZtCU/9MAOL1b657qZPn46Tk5Pdo+yEEKK23XPPPXTt2pUnnniCwsLCatUxqmkbmvsE8O7ODeSaL9XRrFUgt97egrkfbSYn27ZpcBRFg7NbI1y92+Ls1gg377Zo9e6kJ2yuVtuEELVL72Rg4LvjiT98hu2f/PivHNPNzY358+ezdetWPvjgg1LvKYqCt7c3gYGBeHt74+rqSqNGjYiKiiqVjLGFu5MrD3QZwVfbfyAjT0bHCSGqpigKn3/+Ofn5+YwfP77Ue8VPUPWtH0H3kHBe6noTR1MS+PxAzS9w6+7XDRevSBLPfk9BbsVPMbi5OzF4RGu+/2Yv+fn/zk08IYRjkASwcGjt7x2Ab+MQfn/lS9Rq3in18fEhMDCQEydO2DUv7wNdRjJ71HS+/WsFjy6ZRqHF9n8gvby8ePfdd/nmm2/47bffqtNsIYSoFRqNhlmzZnH06FHefffdatWhVTT8t2NvUvJy+Gx/6YuYxyb2JDM9j3mfbK9W3YpGh4d/N7KS/8ZcmFmtOoQQtSs4MoIujw5l6//9QPyhM//KMXv06MHEiRN54YUXOHToUKVl69evj7e3N4cOHbJ7TYZHuo0mz5zPgl0/XkFrhRDXk+DgYGbPns2SJUtYsmRJheVa+gbySJsu/HD8AJuiazZ2KoqCX4Ph6AxexJ9agNWSV2HZ0WNuIDUlhzUrDtdoG4QQjk0SwMKhaXRa+r/8IDF/H+fAso3Vrqdx48aoqsqJEyfs2u/O9gP58u43+fngWh745jnyCvNt3nfMmDH07duXRx99lOzsbHubLIQQtaZdu3ZMnDiRV1991e64WCzEzYOH23RmxanD/BV/aS7Q4BAP/jO2Ews+30n0udRq1e3m2wkUhYzE6iWRhRC178YJI/FtHMLKZ/8Pc371niaw14wZM2jUqBH33XdfyRMMFouFDRs2sGjRIjZs2IDFYkFRFFq2bImqqhw+fNiu6byCPfwZGXkLczYvsuvmvxDi+jZ69GjuuOMOHn/88ZInT8uLT8Mat6JnSEPe27WBqIy0Gm2DRmskoNG9mAszSDz7fYWxr364Nz36NmLRV7vtnu5QCHHtkgSwcHj1u7Skxe3dWf/mArKT0qtVh9FoJCIigtjYWFJSUuzad0jrfiy8bybrjm9n1JdPkJZT+aJ0xRRFYe7cucTGxjJ9+vRqtFoIIWrP9OnTqVevHuPGjav2yf/gRi1o71+Pmbs2kllw6QbZA491xdvHxMzX11WrXq3OhJtPBzISt2O1/juJJSGEfbQGHQPfm0DKmRj+nLnoXzmmk5MTCxYsYP/+/UybNo1ly5YRFhZGnz59uPvuu+nTpw9hYWEsW7YMo9FIixYtSEpKIjravgXrJvT6DzHp8Szes7KWPokQoi6aPXs2BoOB+++/n++//77c+LR8+XImduiJn8mVlzb/SkZ+xSN1q8Pg5Id/2Ciy0w6SHv9nheXuur8DJ44msmPL2Ro9vhDCcUkCWFwT+r1wPwDrXp9f7Trq1auHl5cXhw4dwmy2b0RH/6Y3suzhWRyOP8Vtcx8mOi2u6p2AiIgIXn75Zd5//33++uuv6jRbCCFqhclk4pNPPmH9+vV8+eWX1apDoyhM6tiLXHMh7+/eWJJIdnLW88zUvmxae5LN6+1fiAnAI6A7VnMOmUm7qrW/EKL2+TdrQK9n72bXFys5teHfWVDohhtuYMaMGbz11luMGDGiTHL3woULjBw5kmXLluHn50dISAgnTpwgK8v2OX2bBzTi9tY38d7aL1h/fAc/7P2Vzad2270mhBDi+uLj48OCBQv47bffGDVqVIXxac2Klbx24wCyCwt4ddvvFNZwbHHxaoVnYG9SLvxKTvrRcst07NaAFq0D+XLWtho9thDCcUkCWFwTTD7u9J16H4d/3szpjXurVYeiKLRo0QKz2cyxY8ds2icuI4l9F46y78JRnPVOzLx9CvEZSdz4wR288dsn7Dl/uOT9fReOEpeRVKaOSZMm0aZNG+6//37y8mr2Dq8QQlyJ/v37c//99zNx4kSioqKqVYe/yZVnO/Zm84WzrDh1aS65frc2pUOX+sx8bW21FhnRG31w9W5LWtwGGQUshAPr+OBAGvZux6r//h+ZcfY9ZVUdsbGx9O7dG4PBUO77qqqiqiqPP/44u3btws3NDWdnZw4cOGDXAIBODdpwPi2WEV+OZ+ziFxny2aNEvj2YFQer92SDEKLui42NxcPDA5PJVO77l8en6CPHmNC0PYeS4vm/PVtqfCoGr+CbMXk0I/70t+TnxJR5X1EUHhzfjT07z7Nn5/kaPbYQwjFJAlhcM1oN70WDbq35bdpnFGRXL5Hq7OxMkyZNiI2NJTExscry83b8QJ+P7y15PbjoeVJzM8jMz+G9dZ9z06z7Sr0/b8cPZerQ6/UsWLCA48eP89JLL1Wr3UIIUVs+/PBDPDw8uP/++7FWc7HNG+uFMTSiJZ/s28bJtKIbYYqiMHl6f2Jj0vni/7ZWq17PoL5YCjPJTNpdrf2FELVP0WgY+O54tHodKyd+jNVSvThiq7lz59KlS5cqF3eLj4+nU6dOfPbZZ7Rp04a8vDyOHDliU5JlxcF1vLjy/TLbY9MTuH/hZEkCCyHKNXfuXDp16kROTk6l5Yrj04bF3/NMh578cuYoy04cqNG2KIoG//C70Dv5EXdyPuaCstMY9uwXQURTP76YVb3zNCHEtUUSwOKaoSgKA2aMJSc5g3VvfF3teoKDg/H19eXIkSPk51e+qNv9nUew/omFvHLrU5WWm37rk6x/YiH3dx5R7vutWrXi9ddfZ+bMmfz5Z8VzMQkhxL/Nw8ODefPmsX79ej7++ONq1zO2TRfC3L15bdsfZF2cD7hhY18efLwr8z/dwfEjCXbXaXDyw9U7krS4DahWWYxJCEdl8nZn8AdPcX7XYTZ9sLhWjzV06FAef/xxm8o+/vjjDB06FBcXF1q0aEF8fHylTzvEZSSx5/xhnv3xLcpLE6sXX8/++BZ7zh8u98kvIcT1qzrx6eawJtzZNJK5+7az5cLZGm2PRmsgsNEYAOJOzcdqKX3jTKNReGh8V3ZsPsvBvWVHCQsh6hZJAItrileDQPpOvY99i//g1Po91apDURSaN28OwKFDhyodCRLo7kuroMbM3Vr54ibv/PEZjf0aEOjuW2GZZ555hu7duzNmzBgyMmxbSE4IIf4Nffv25amnnuL555/n8OHDVe9QDoNWy4tdbyIjP4+3dq7HejG2PvBoVxqEe/Pa86sxm+0fGVg0CjiDzGQZBSyEI6vfuQW9/nsP2+f8yNHV22vtOD/++COzZ8+2qezs2bP58ccfAQgICKBBgwacPHmywgWB5+34gZtm3UdiVuVTWSRmpXDTrPvKffJLCHH9qm58erB1J3qENOT17WvZm1CziVidwZ3AiDEU5iWScGYRqlr6XKzvLU1p0NBbRgELcR2QBLC45kTedRMNe7dj9fNzyEmuXiLVaDTSsmVLUlJSOHv2bKVlt535m5j0ykeu5RTm0n/W/SRkJldYRqvVMn/+fFJSUnjkkUdqfJ4nIYS4Em+++SYNGzbkzjvvrPLRxYoEu7oztUs/dsZG8fWhooSt3qBl2lu3cvRQHIu+sn9BN4OTPy5ebUiNXS9zAQvh4DqNHUyzgd34ZfIsEo/XzpyS48aNY+fOnfj7+1daLiAggJ07dzJu3LiSbY0aNcLLy4sDBw6UG+cGtuzNQ11G2dSOh7qMYmDL3na1XQhRt1U3PmkUhec796GNXxDTtqzhWErVUxXaw2gKJqDh3eSkHyPp3LJS16FarYaHJ3Rj07pT7PsrupJahBDXOkkAi2uOoijc+tZjWC1Wfn1hbrUTqT4+PoSHh3Pq1ClSU1MrLBefadvjfRfS4+nz8b1sO1PxKtjh4eF88cUXLFmyhDlz5tjdZiGEqC3Ozs4sXbqU06dPM2HChGrX0zEwlAdbd+KbI3+zKfo0AK3aBnPXAx2Y8/4mTh6z/6LGO7g/lsJM0uM3V7tdQojaV3SO9iieoQEsf/RdclMza/wYQUFBdOzYkTlz5qAoCoqilGmDoijMnj2bjh07EhQUVPKeRqOhdevW6PV69u7dS2Fh6ZtKqw5t4Ivt39nUji+2f8eqQxuu+PMIIeqOquITUGF80mu0vNytP+Ee3kzd9AvnMiq+Pq0Ok0cz/MJGkpm8m5ToVaWuoQcMbkGTFv589OZ6GaQkRB0mCWBxTXL18+SWN8Zx4vdd/DVvdbXrCQ8Px9PTkwMHDpCXV/7CcgFuFU/rcLmPRrxEuE8oQz57lI82zKtwMaWRI0cyYcIEnnnmGf76669qt10IIWpay5YtmT17Nl999RXz58+vdj13No2kd2hD3t65niPJRU9QjH+2F6FhXrzw9M/k5dk3klfv5Iu7f1fS4tZjLqz5hJIQouYYTE4M/+S/5Gfm8MO4dzDnV75YW3UNHz6c77//nnr16pXartfr+eabbxg+fHi5++n1etq2bUthYSH79+8vdb52f+cR/DH+a/xcvSs9tp+rN3+M/7rCtR+EENe3iuKTRqNhzpw5FcYnZ52eGd1vwcfZhef//IW47Jo953HzaY9P6BDSEzaTFndpMcuUpGyGjY5k/98xLPhsJ0cPxlX6SkrIqtF2CSH+HYoqt3hslpGRgYeHB+np6bi7u1/t5ghg3Rtf89f81dy96BXqtW9SrTry8/PZuXMnRqORG264Aa1WW+p9i9VC5NuDiU1PKHdBEAUI9ghg73M/o6oqb/4+lw82fMXNzboze9R0vF08yz1m9+7dSU5OZteuXfj4+FSr7eLqcbR44GjtEde2Bx98kMWLF7Nt2zYiIyOrVUe+xczkjauIyUrno75DCXZ15+SxRO4bOp9ho9vy35dvsqs+izmH8wffxcWrNX4Nyr9wEkUcLR44WnvEv+PC38dZfM8rRNzUkSEfPomiqZ1xJxaLhU2bNhEbG0tGRgbPPPMMAwYM4Pvvvy9zTne51NRU9uzZg7+/P61atSo1Um/FwXXcv3AyQLnnfvPvfYfBrfrW9Ee5LjhaPHC09oi65fL45OTkxMSJEzGZTGzZsgVPT88K90vOzWHi+p+xqFbe7TWIINea/d1MjV1HasxveAX3xyuoH3M/2sxn/9ti8/5jn7yRcU91r9E2OQKJB6KukxHA4prW6793ExQZwU9PfHBF8wFHRkaSlZXFkSNHSj32EpeRxMHYE4zrdle5FwBQdGHwSLfRHIw9QVJ2Gi/dMp4lD3zE7qgD9PjobtafKLsQitFo5LvvviMzM5MRI0ZQUFA7o2OEEKI6/u///o/mzZszePBg4uLiqlWHUavjtRsH4KI3MnXTatLz84ho6seTz/dhydd/sWndSbvq0+pMeAX1IzNpFwW51WuTEOLfU69dEwZ98CRHf9nGhre/qbXHirVaLb179+auu+5i3LhxLF26lJ9//pmnnnqq0mN6eXnRunVr4uPjOXbsWKmyg1v1Zd697xDkUXoeT51GS4RfAwa26F0rn0UIUbdcHp+GDRvGr7/+SmxsLEOHDiU3N7fC/XycTbzXexA6jZZJG1YQnZleo+3yCuqLV3B/UmN+JzXmD0bc1ZaFP43hzf8NAcDZpC9V3tvHxFPP92bhT2NY+NMYRtzVtkbbI4T4d0gCWFzTtHodt//vGSwFhfz0xAdYCszVqsfd3Z0WLVoQFxdXalG4eTt+oM/H9/Ly6o8q3f/l1R/R5+N7S1aD7t/0RjY+9S1N/MMY8cUEnvvpHXIKSk8xERYWxvLly9m6dSsTJkyQ+ZaEEA7DZDLx008/YTabGTZsWIVT5FTF3ejEGz1uJbswnymbfiGrIJ8772tPj34RTJu0kvNn7Zvfzt2vC3qjD0lRP5VZxVoI4XiaDuhMvxfHsPPzFWybvfxfOeagQYP45JNPmDVrFlOmTKn0/Mrf35/mzZsTHR3NqVOnSr03uFVf9j23gp/HfsJno2fw89hP+OHBWZxMPGfzPMFCCHG5pk2bsmLFCnbu3FnlICA/kyszew/GWadn0oYVnElPqdG2eAX1wyt4AKmxf6Ap3EzTlgFodUXpodyc0lN1paTk8NHbG4i5kE6zVoH4+rvWaFuEEP8OmQLCDvJIgOM6v+sIi//zKi1v78GA18dxYfdRshJScfX3IqRjczRa2+51nDp1ijNnztCiRQuCg4OJy0gqtQicxWrlQMxRknPS8DF50jq4GdrLHmkMcPMl0P3SnMFWq5XPty1l+uqPCfEMYPYdr9KhfqtSx5w3bx4PPPAAM2fOZOLEiVfYE3WHxWph25m/ic9MIsDNl67h7dBqKn6U89/maPHA0doj6oZdu3bRs2dPhg8fzoIFC9BU8xHuU2nJPLthBfXdvXir522YcyyMGfY1Or2WeT/8B5OLwea6cjJOEHfiC3zrD8Pdr3O12lPXOVo8cLT2iH/flv99x+aPvqPF0B5Ejupr17lZdX3wwQdMnDiR1157jRdffLHSsufOnePEiROEh4fTsGHDkukgVFUlNTWVgoICDAYDXl5e/Pent1myZxVbnl5Cfe/gWv0MdZGjxQNHa4+4Pvz+++8MGjSIwYMHs3jxYnQ6XYVlU/NymbKpaD7gV28cQBu/oArLVkda/CZSoldh8ryBB+9LICGugvl9FQgIdOPnjY+ireX4fbVIPBB1nSSA7SABwbEd+vFPVk76PwyuzhRkXXqkxi3Qh37T7qfpgKoTBaqqcvToUWJiYmjTpg1+fn410rbjCWd5fOk09l44ysNd7+CFAY/hZnQpef/555/n7bffZsqUKbRu3ZqgoCB69OhR6dx1ddmKg+uYsuI9YtITSrYFe/jz5uBnHWbOPUeLB47WHlF3LF26lDvvvJMRI0YwfPhwgoODqxWfjqUkMHnjKhp7+fJa91uIPZPO/SMW0KVHGHfc256kxGx8/V1p1zGkyguLxLPfk5V6gNCWz6AzeF7Bp6ubHC0eOFp7xL/r2JodrH31KzLjLo1es+fc7ErMmDGDl156iTfeeIMpU6ZUWvbs2bOcPHmSsLAwGjVqRGJiIseOHSM/P7+kjNFoJDS8AYMXPEYT/3C+f/DjUnMHi6o5WjxwtPaI68eKFSsYPnw4I0aMYMGCBej1+grLZhcW8MrW3zmYFMeUzn3oEdKwRtuSmfw3G1Yt45VXqh7Z+8k3d9GhS/0aPb6jkHgg6rq6eetGXJd0zkaAUslfgMz4ZH4cP5Nja3ZUWYeiKDRr1gxfX18OHDhASkrNPGrTxD+MXx/7kum3PsnCXT/SZeYoVh3aUPJ+x44dcXFx4c033+Tuu++mT58+hIWFsWzZsho5/rUgLiOJfReO8vHGBYxZOLlU8hcgJj2BMQsn8/HGBey7cJS4jKQKahJC1CSdToenpyc//PAD99xzT7XjU1Nvf17vcSvHUhKZ8ucv+DdwY9Q9bVn363EevXcxLz6zgkfvWcTgnp+wbs2xSuvyDhmIRmsk8dxymT5HCAd2bM0Ofhw/s1TyFyAzzvZzsyvxwgsvMH36dKZOnVrldBBhYWE0btyYs2fPsnfvXvbv318q+QtFi/iePHqc9295jvUntjN/578zrYUQou4ZPHgwS5YsYdmyZQwfPrzSOYFd9AZe73EL3euF8eq2P1h4eA/WGjz/cfNph2rsbVPZpIQKRggLIRyeJIDFNS8rIZWYfSf57aXPyy+gFr1+m/Y5MftOkpVQ+ZyTiqLQqlUrPD092bt3L8nJyTXSTp1Wx4Se97L1maW0CmrMfxY8yz3zJzJn3qeMGjWK7OzsUuUvXLjAyJEjr5skcHXnWxZC1J5ly5YxcuRI0tLSSm2vbnxq5RvIO70GEZWRxkMfLmb+ZzvLlEmIz2Ty+B8rTQJrdc741h9KbsYxMpN329UGIcS/w2qxsvbVeVS2iu7a1+ZhtdTefN6KovDyyy8zc+ZM3nrrLSZMmIDVWvHxAgMDqV+/fpXnfsZMeLLrvby15hMOxFR+w0oIISoyfPhwVqxYwdq1axk4cCCZmZkVltVrtDzfuS/3tbyB+Yd28+rW39gRc451USfZlxCD5QrXRghu0NimcjL/rxDXLpkCwg7ySIBjWvfG1+z6YqXN5Ts+NIi+U++rspzFYmH//v2kpqYSGRmJj4/PlTSzFFVVmb/pe95YO5dTH2zCmlnxAgABAQGsWLGCkJAQgoJqds4nRxKXkcSaI3/yzPI3qiz7wbCpDGjes9R8y/aoifmFHS0eOFp7xLUtNjaW6OhoBg0aREJCQoXlqhufTqYkcU//r7CkVXyxEhBU9TxzCWe/IztlH8HNxmM0lT6+qlrJyzqDpTATrd4NJ9dwFMXx73tbLFb+3hVNUkKWzVNi/JOjxQNHa4+ofVkJqZxcu5s1L35WZdn+0x+iyYBOuPp71WqbPvvsMx599FGGDBnCwoULcXFxKVOmeC0IW21M+JvVF7ay7okFuDtJUsQWjhYPHK094vq0adMmBg0aRFhYGCtXriQ0NLTS8p/v38GSY/tKbfN1duHxtt3oERJerTZYLFYG9/yEhPjM8m/cyRzAQlzz6uZfrrjO2HsPw7byWq2WyMhIvL292bt3L7GxsaiqSkpKCnFxcaSkpFT70WNFUTjw03ZOzFhbafIXID4+nk6dOvHee+9V61jXikB3X1yNJpvKuhpN1U7+rji4jrZvDmb860/z/jtvMv71p2n75mBWHFxXrfqEqIvee+89OnXqVGnyF6oXn5ISsti/JrrS5C9AfGwmPy3dX+mjhr71b0fv5Ev86YVYLXkl27NTDxJ14G1ij39GwpnFxB7/jKgDb5OdetDmdl4N69YcY3DPT3j0nkV2TYkhhKPZ+fkKm5K/AL9P/4Kt/1f7T/WMHTuWn376id9//52ePXty4cKFMmX8/f0JCQmxqb6QkBDu7j6UxKwUnvphhkxHI4Soth49erB161bS09Pp1KkTu3btqrDspugzZZK/AEm52by67Xc2Rdt+E+tyWq2GZ6f1K/qhvKnNVZj0Ur86m/wV4nogf73imtfp4SEMmDHWprIDZoyl08NDbK5bo9HQpk0bAgMDOXToEBs2bGDPnj0cPHiQPXv2sHnz5ioTJJWqvacerzlxGUlk5efYVDYrP6dacwCvOLiO19+azpBFTty9MZghOwKKvi5y4vW3pksSWIh/waefbOGNF9fYVPaNF9fw6SdbKnxfozEQ0PBeLIVZJJz9DlVVyU49SPzphVgK00uVtRSmE396ocMmgdetOcbk8T+SEFf68U9bpsQQwvHYlww9/PMmEo6crZ2mXGbQoEFs2bKFhIQEOnbsyJ9//lnq/YSEBKKjo22qKzo6GkOhho9HTuOnA3/w1h+f1kaThRDXiZYtW7Jjxw7CwsLo2bMnX375Zan3k3NzOJaSyP/2bK60no/3bOZYSiLJubZdV0HRzfmjB+MIrufBU8/1xsur9KAcLy8rTZvp8PQycfRgnMwDLMQ1ShLA4prn6u9Fmzv64RboU/7dyouMbiZaj+pr9yOGGo0GX9+i0aYWi6XUe/n5+ezfv79aSeBnn32WuXPnXtqggC7UFX1zL3ShrqU+S8+ePXnqqafsPsa1ZN6OH2ya/gHgmeVv2DUHcFxGEnvOH+bjD2cydFsAbrmlp3twy9UydFsAH384kz3nD8sCc+K6VyY+VaJp06Y89NBDNtd9Oi0ZTZBtpx+aIA2n0yqfi1Pv5It/2Chy0g6RcuFXks6vqLR80vkVqFc4T15NSkrI4vC+GN566bfyc2YX57F/a9pvHN4XIxdd4prQ6eEh/GfZG5h8PCotZ/L1YNicZ3EN9GHBiBfYt2RtrY+kjYyMZNeuXTRp0oS+ffvy9ttvl8wLHBISQseOHTEYDJXWYTAY6NixIyEhIQxp3Y9pt0zg3bWfyfoEQogrEhAQwLp167j33nt56KGHeOCBB8jJKUrkrjp9mAlrl5OWX/FicQCp+blMWLucVacP23zcHxbt5d7b53Pv7fP56K0NpKZcSh67u1t58slsXpmeyMaVn/PgqHn8sGhvtT6fEOLqkjmA7SBzwji24pWmgdIX0cqln5vd1pVb334Mg8nJ5npVVWXz5s1lVoK+nNFopHv37ihKJRnoclgsFsLCwkgwZePcLwSN+6ULDmtGATlrz2ONy8XQ0ptObs1Y8vUiAgIC7DpGbaqJuXSLxWUkEZ+ZxJ8nd1W6ENwrtz5Fz4iOBLj52jwNxFu/z+XdPz7j0VX1ccvVopRzp0BFJdPZwicDo/jvTWN5vv+4Sut0tHjgaO0R177i+HThwoVyEzKKouDn54fZbMbHx4cffviB1q1bV1nvrhNRrDp6mFUv70dNr/gURPFQiBgUwNN396Jzs7Aq602J+Z202LVVlgPwrT8Mk2dzdPrq/a3UxDy9xT54Yx3ffFHxo57/dM9DHXlmat9KyzhaPHC09oh/T6XnZsDQWZNoOqAzhXkFrH1tHvsW/0GLId256eUHcfas3Tl1zWYz06dP5/XXX+fmm2/m888/L5l3MyEhgf3791e4b0REBGFhYSU/q6rK8z+/yxfbv2f+ve8wsGXvWm37tczR4oGjtUeIYl9//TWPPfYYDRo04Ouvv8azURirzxzl51NVJ3aDXNx4qn13bgisfC7hYkkJWZXfYFatJMdswMd9Pzk5BgIjRhHcoOpzvmuNxANR18kIYFFnNB3QmaGzJuEWUHqxNrdAH4bOnsTt/zeRUxv2sHDki6SejbOpzvz8fC5cuFBp8teecv+k1Wq57+XHMA0NR3HTl3pPcdPjMrQhHR7pj1vv+uxvlUbLR3ox/6dv7TpGbVlxcB2Rbw9myGePMnbxiwz57FEi367+XLqB7r5E1mvGE73+w/x73yHYw7/U+/U8Aph/7zs80es/RNZrZtccwP0CbuBhfU/cc3XlJn8BFBTcc3U8rO9Jv4AbqvUZhKhLtFotH31UdDPmnze3in+eM2cOu3btwtnZmU6dOvHJJ59UOXrvSEECW/KiMA2ufM5v02ATZ7Yl8d4ra8nOqjq2Wi22x9+kqOWkxf1ZdcFyyDy9Qtiu0nOzi8lfAL2TgVtef4TBHzzJqfV7+PLWSZxc91ettk2n0zFjxgzWrFnDoUOHaNWqFV999RWqquLv70+bNm0wGo2l9jEYDDg5OXHq1ClOnTpVMnJYURTeGDyJQa368NC3U2RKKSHEFbvvvvvYtWsXJpOJLl26MGPhVzYlfwFiszN5YfOvfHN4D3lmc5Xlff1dadYqsOJX62BuHHA38ZnDiI21kpf0DXGnFlCYJ09NCnEtkRHAdpA7QtcGq8VK9K4jZCWk4urvRUjH5mgujsxKPH6e5Y++S1ZiKn1fGEPknf0qHbV7/PhxoqKibD52/fr1adKkiU1l4zKSiElP4K75T5OYlVJhOT9Xb2aNnM7Kfev4dudPmPUqgaonLwx/ghHtb8FJb6xwX6jZUbrFVhxcx/0LJ5d5Wrm4J+fd+w6DW1U+Qq0qNdnut8ZNInnHKXwzK3+kEyDJrQCfzo14fu7MSss5WjxwtPaIumPZsmU89dRTpebFDA0N5cMPP2T48OEA5Obm8uyzzzJ79myGDRvG7NmzCQwMLLe+5NwcknKzeXHzryT8lU7OipxSI4EVDwXTYBOGVgZczmhIXJBOQIA7r38wmOaty68TIOn8SjISKp8X73Lu/t3xDR1kc3m4NE9vRcHvnVlD6TugqV11JiVk8efakzbNizx1xgB69ovA17/ykZGOFg8crT3i31fZudk/Zcal8OsLczm94W+aD+pG7+f/g3uQT7lla0paWhrPPPMM8+bNo2/fvnz88ce0aNECVVVJTU2loKAAg8GAl5cXqqpy9uxZzpw5g7OzM02aNCmZKqzAXMijS6fx84G1fDTiRe7pYPu6E9cLR4sHjtYeIf6psLCQt99+m7f+9yENW7ci/LF7yalkKisvozPPd+7LxuhT/HbmOJ5OzjzYqiP9GjRGY+PTqqpqJS/rDJbCTLR6N5xcw1GUopj93cK/2PL7Kh5+2ILJxYyHX1c8g/qi1dm2mLcjk3gg6jpJANtBAkLdkJ+Vy7rX57N/6Toa9W3PgNcewS3Qu9yyx44d4/z58zbXHRoaStOmtl38v7jyA2Zv/sbmuh/vfg8v3PwYj739LMuP/oE21BVXvYk7bxjIiLYD6FS/DRpN6YupFQfXMWXFe8SkX5qjONjDnzcHP1vtBK3FaiHy7cGl6rycAgR7BLD3uZ+vONFcU1a8/AkHF65FU5ylURRcGwei9zBRmJ5D1ok4uBgKrai0urcfg195tNI6HS0eOFp7RN1isVjYtGkTsbGxBAUF0aNHD7Tasn/fy5YtY9y4cZjNZmbOnMkDDzxQ4U22TdFneHXb76hWFfMZM2qmiuKmoAvXoWgUHo3syp/RpzlwNAblh0Kyo/N5bGJP7n24Y7nTLZgLMzAXpBN3ch6WwmzKO6yqgk7vSkDEGHQGD5ungEhKyCIhNoOnx/5ASnLFi6p4+5r48NMR+Ae5V5mkvZzFYmVwz0/KLAB3uYAgN37e+KhNU004WjxwtPYIx6eqKoeW/8n6txZSmJtHt/Ej6PDAbeiMVd/IvRK//vorTzzxBGfPnuWJJ55gypQpHDp0qNzYl5WVxbFjx0hNTcXX15eIiAhcXV2xWC08++NbzN+5nJcGjOfp3vfbPUXYlaiNG/81WbejxQNHa48QFTlw4AATJkzgSF4mkZPGUe6JDjCta396hIQDEJOVwecHdrAp+gzhHt6MbtaWXiEN0WoqPpfITj1I0vkVpRbT1eo98A0djItXKwB++m4/705fzRNPu9KpQzyKosXD/0bc/btd04lgiQeirpMEsB0kINQtJ9fu5tepcynMzafbhJF0uP82tAZdqTL5+fnk5eWxb98+CgoKKqxLURRUVcXNzY3mzZvb9PtRnQTwjEHPAEWJ6TFPPsz+/DN4dgghT2cm1DOIkW1v4fbW/Wgd3JSVh9bX+CjdAzHH+OnAWt5f/2WVZSf2ebCkLdVhMVs4sX0fWemZuHq40bhLJFpd9S5gshJSyYhN5psHX8UtPJD6d3TD4H0pOVOQkkXU0q1knonnni9fwj3Ip8rFAh0tHjhae8T1KykpiUmTJvH111/TvXt3Zs6cSadOncotuyn6DLP3biUpN7tkm5+zC4+17UaPkHBUVWVt1Ek+3bOduJWp5GzIpWnrAF56/VaatSx/PvTt69fg57YeVYXLr2+s1qJrpcTMPnTpM8Cuz1Qb8/T+06xvN/HVS1tRFJXmzc14eamkpiocOaJDVRUeeK0b4+/uYVNdjhYPHK094tqRn5nD5v99x1/zV+Pi58mNE0bSemRvtHpd1TtX95j5+bz//vu88sorFBQUlJrWJiQkhI8++qjk6QdVVUlISODEiRPk5eURGBhIw4YNcXZ25s3f5/Leus8Z2KI3/zfqZTyc3Uodp7ae0KrJG//F6zMA/HlyF/+3aUGpp9b8XL2Z0OM/9IzoCGDT+gyOFg8crT1CVEZVVRYvXswLn8+m3siBOPleGsRUmJrOIJ8Qnh1xV5n9DiXFsfDwHnbHRxPk4sYdTSO5OawJBm3pWJqdepD40wsrPH5Aw3tLksAbfjvO1Kd+pnM3PyZOdsGcvQ8UBXe/znj490BnKP/vqSbXUahpEg9EXScJYDtIQKh78jKy2fzhUvYs+BWv8GB6TryTJjd3QvnHXdGqFgNp06YNOp2O48ePk5WVhZ+fH40aNcLVteIRYHEZSaw58ifPLH+jynZ+MGwqA5r3LHVSbbVamTdvHlNfeIF053zajuxOnCmD9LwsfFy8yC7IIa+w4jkx/Vy9WTTmQ4I9/G2eT3fQ3EfYemaPTWUBuoW3Z+W4T20uX+zvNZuJy0pB73HpDnJheg6Brt60G9Dd7vourzdJU7Ry7uWjcYrDoK/V2eb6HS0eOFp7hPjjjz+YOHEiBw4cYPTo0bz66qs0bty4VJlly5bx1NNPk+3mjMHLg4LUdFwyc/nosuklAHLNhSw7foCFv+4m9YcMLAkWBo1uzVPP9MbT+1KcKB5JG1Y/mfvvz8HX99IpTlKSwrz5Js5F+dg8krbYPxPAFSVpi9mTAL58SozQC3GMjkjB1/uydqcoLD7pTXS9QF7rfgu+zi74OFc+usbR4oGjtUdce1LOxLL5o6UcWbkVjxA/Oj00iNYj+6B3rnwarOpatmwZI0eOLDOnefG5w/fff18qRlmtVi5cuMCZM2coKCjA39+f+vXrsy1mH48tfRkfF0/m3jmDDvWLEie18YRWbUzP9dbvc3ln7WeX6lIhJNEJ1zwtWU4Wov3yuCz0MbmfLKIrRG0riU+AV/PGJedPaUdPgqqWiU+XO5GaxOKje9kUfRoPoxM3hzXh1vBmhLh5oqpWog68XWrk7z9p9R7Ub/1cyXQQe3dHM+XJnzAXWpnxQT8ah58nI3EbVmshLp6tcPfrhJNrw5LYuW7NMd57dW2pJ578A914dlo/u6fQ+qeaSCxLPBB1nSSA7SABoe5KOHqO9W8t5Oymffi3COPGJ0YS0a9DqfnpbElKWq1W4uLiOHPmDLm5ufj5+VG/fn08PT3LffyveDqF2PQEQKG5VzheBjdSCzI5knoGUKucTiErK4uZM2fy7rvvoioqTR7tzjltss2f/fKRxVX55wjgyi4EqjsCuCaTtMWKR3Jv374djUZT7v8L1WrFqqp06dIFJyenMgu//JOjxQNHa48QUDR1xPz583nppZeIi4tj1KhRTJkyhcjISLsTLABZBfksObyPRV/tJu23THQaDbfd04pnJvQhJjqdtauP8uXs7RfrqThJ++DjXeh3azOatih/FPE/JSVksfGPE7z50m906lRQfnJ5nomdOw1Mee1met3U2OYpID7Zu40fThygnSmbcQHxF9t+6f3i7pkbH8DfOS6MaNyaR9t2rbROR4sHjtYece1KPBbF1lnLOLZ6G04erkSO7kerYb3JTky1aX5hW1gsFsLCwkrNe/5P/v7+XLhwAZ2u9Og5i8VCTEwMUVFR5Obm4uHhgZOXC5PWvMNf0YcY2/UO2oe24rElL9Voora2pue6fL0Kr6N59Nvri3vupc+c4WxmbdskUps52TyowNHigaO1R4jK2BKffH19iY6OrvRaJjoznRWnDvH72RNkFubTxd+HQQEG/LK3VNkG3/rDMHk2L5lGKyUpm2nPrmTH5rOMvr8DYyd0wJq/j8zEnRTmJ6E3+uLm25Fdu92Z8vRvNbqOQrGaSixLPBB1nSSA7SABoe47v+sImz9YStSOQ3jWD+CGMbfSekRvzm49wI/jZwL/mDv2ZNHcsZevZA1FieDY2FiioqLIzs7Gzc2NevXqERAQgF6vL3XMFQfXMXvNfMY0HYyvk2fJ9qS8NOYfW8HjA8bYdCGQnJzM//73Pz7e+Q1qaw8UTdG/phpVoafSFD+dO4nmDP5Uj2FViv7sVavK4z3u4fXBE23uo+KLDNdDWfTb50dwSEhJf8RER7M2MpHslm52X2RkJaSSHpPEvpOH0XuYyk/SqiqFaTlENm6BR7BvldM0FNu3bx9xcXHlzlla5vNZLAQGBhIZGVlpOUeLB47WHiEul5eXx7x583j77bc5e/YsPXr04NChQ6SklL8ApqIohISEcObMmXL/bnPNhfy07yDz5m4naWMGGr2Cs0lPdnLFU/Vcrn59M76BYXy66B6byifn5rD1/Fl+fXsZEx/LutjGS+8XTy/x/hxXbnluON1Cw6ocpVts5pY/+DX6BG+GReOltVQ4d3GqRcuUsyHcEtKYSTfeVGmdjhYPHK094tqXHp3Ari9XsW/JWsx5pf/u3QJ96Dft/lLnZbbau3cv3333HW+8UfXTWT4+Ptx3330899xzBASUvpmkqipJSUlERUWRmpqKTqcjtjCFT/5eyqHUU1grufyy9wmtfz5RVtl5X3lPlFVl86ndPPvyRIZuK/qMCpfdnL+YyfmxazzvvfI+3Rt1qLI+R4sHjtYeISpiT3xycXHhjjvu4Pnnn690gfICi5nNF86SeuEX2hlibG7LPxfStVpVvvliJ3M/2oKrm5GJL/Tlptuakp99lqToreRlHWHCeFeSkzUV3qCv7joKxQv0Kvyj3qNF9dqTWJZ4IOo6SQDbQQLC9SNm7wl2f7WKo6u3o9FpURSlzAVGCaXoYuPRjbPKjDhRVZWUlBSioqJITk5GURR8fX0JCgrC19cXjUZDQkIC+/bvB1UtO+JVUYhs0wZ/f3+b275i7S+89MkbRDXKY6imPcPb3YaT16V/RPNSs1j29y/8aN2DOT4Ht2AvOjRoTfvQlrQPbUm7kBbU8wiodMGSbz77nMw1xyucS9dtQBPuGfuwzW0GWD3za2KPnqH+nTdWWTZqyRaCmoVz66T7bKr7nXfe4ciRI9xzT9XJnm+++YbmzZszefLkSss5WjxwtPYIUZ7ixeFmzZpl0wKbU6dOZdSoUbRt27bc91VVZdPh03z62RaO/hYLFc96U8pL0zJp2sqfBk0GXVzZuvIFmkqStPWi8XIqP0lrtUJqnpapMbYlaYu9+9F0TsUfZPKIiCrLvvPDSRoFtOK/T02vtJyjxQNHa4+oG46t2VF0c76CK5nb3nmc1iN621Vn79692bhxY8nPChDu5Ieb1olMSx5n8hLLHE6j0XDjjTcydOhQhg4dSsOGDUu9n52dTWxsLMfOnOBkahSv7CmaUqEmplOA0mtKVHXeB/Y9+ZWVkMribT9z5oWfcMvVoiiaMovoqqqVTGcL4a/fzuiuQ2QNBSFqyT/jU1W0Wi0Wi4VWrVoxbNgwhg4dSrt27co950k6v5KMhM021/3PBHCxuJgMZr62lvW/HadpywAeHt+NY0fiWfDpZvLzNVU+RQUw9skbGfeUbU97Vjn11zwT587bPvWXxANR19XeCgpCXMOC2zZmyEdP02nsGbb83/ec/L2SxX9UyIxNZv/StUT061DqxFdRFHx8fPDx8SE/P5+4uDji4uLYv38/Wq0WT09P0tPTUVTKrOSqKAqoRQu++fn52byC9MzX3mHfn1u4f+KD3DVgVJn3jZ4u3NVnFOoaC1+v/IaQ/u3xaObGd3t/5aON8wHwcHKjRWAELQIjaB7YiBaBETT1D8fL5IHVYiV301kajetfpm69lwuNxvXn3II/sT5otesRzMxAA9Y8D5vKWsM8yAy0fSXwG2+sOqlcrHnz5naVF0LYTqfTsXr1apuSvwBvvPEGW7ZsYcOGDeW+rygKPVs2oueHjfhk51a+XfkXuStzUdMrvreteCiscPejoZJN7PFPMTgH4eF/Iy5ebdBoy48rR/ftoKkxE2/nituq0YCPyULTrHMc3ZcCNiaAb+/uxt59TjaV7RvhRNtIt6oLClHHWS1W1r46r8LkL8Avk2ez/7t1NOjWmvqdWxLcNgKdsfJzhw8//LBkhF1LUz0G+7bF87IV7dPMOaxI2suhnAtMnTqV/v37c/r0aZYvX87UqVOZNGkSLVu2pG/fvvTp04devXrh7e1NREQEOc5mNm0vWk+iSbSp9FNUsTnE7Cp6iup4SA4PdRnFwJa97eqToZr23NWn4vM+1lOSBLbV3kW/c3j+MgJyjXi2CyO0nBv/55duRfn7LIdfWcbeMc50f+oOu44hhLDN5fGpKlOnTmXw4MHExMTw448/8vHHH/Paa68RGhpKv3796NOnD3369CE0NBQAz8CeuHpHEnXsS7TW3AqfRspW9USZ+hCub4C7xVxmEbnAYHfenTOM3dvO8dnHW/nv48upF+pBs9YhGDVnmTQpu0y93t4qkyZlM3MmtGgTSJ++BqyWfDTayqfjS0rI4s+1Jwmrn1xlvT8t3U/PfhF2jSwWoi5y+BHAWVlZvPjiiyxdupSUlBSaNWvG888/z+jRo6vcNyEhgcmTJ7Ny5UpycnKIjIxkxowZ9OvXr1ptkTtC1591b3zNri9W2ly+40OD6Du16lGpWVlZJcngvLy8Kss3a9YMPz+/KuelhYuPBy1ZStd2HTF6uVY4lUJ+ahZPPjeR2wYOZOjQoXTo0IFcTSF7ow9zOO7kxdcpTiadw2K1ABBocadNgjf3DbwXvZdLxdM0pGaTfyqRNoN60Kh1syrbDPD2mEnk5uTRfdywKstunrscZ5MTz82faVPdr7/+OnPmzOHdd9/Fx8cHjaZsYtpqtZKUlMTkyZN57LHHeOGFFyqt09HigaO1R4iK2PMIY9euXRk1ahSjR48mKCio0rLbTxxl1cmD/Lk9juyFZS8Eirnc60LjNh7c1qgp/cM8yE7aRk76URSNHpNHC1y9WuPs3rjUhcd33z6HmneBDpEhVbZ5975oFKd6jLr77SrLAnw0cxr796zmhYlVn5u8/v5a2rS/lacmvVppOUeLB47WHnFtiz98lqOrt7F99vIqy3qFBZKdmEZBdh5ag57gdo0JahNBYKuGBLZuiGf9sk88WSwW+oa351Zd0WPT5a1H8KvlOGtP7yk1RU1WVha//vorq1evZv369Zw5cwZFUWjTpg2dOnUitSGsTdtDk2gT9+d1qfApqnlO2wnu2JybW3RnTPeRODk5VToI4PixY0SdO0teei5Gz4rPzfLTsnDyMFG/QRhNmtr2OHT84bP89e0azh89RcOLN/7L64/Tc38ntFkjbrh7AAEtwiqt09HigaO1R4jKFM8BfOHChTJrKEDFU2gVFhby559/smLFCtavX1+yuHmjRo3o3LkzrTp1pGHrFhwpPM5/fKIv1nWp3uJDfZYQyP4cVwpVK3qNhgbuXjT09KGhh/fFrz54GC/d1N67O5ppz60kviCDj19MxcdHrfApqpQUhS0nnLm9aw6goHfyx2gKwuAciME5CINzEFq9W0kMeuPVNSz/+i9mzcqsst7x490Ydt8NTJ02oNL+lXgg6jqHHwE8fPhwdu3axVtvvUWTJk349ttvueuuu7Bardx9990V7pefn0+/fv1IS0vjo48+wt/fn1mzZnHLLbfwxx9/0KtXr3/xU4hrl333Rw58v56s+BT8mjXAv1kDfBuH4BbkW2YkrKurK1arldycHJRykpH/dOTwYVICA2nSpAlGo7HSCwFfrSu9G0SieFc8SkxRFJy83RjbbyTfrVrFrFmzAGjSpAkdOnSgefPm3NrsBp65+R5Cw+pzPiOOk0lR7Hjne7zMzqUuWMqr2+DtysFlG9l56C86Tx5JoLsvPi6e+Lp44eHkVm4CduSzY/n5++XkpWRWnrhOycKjRQhDRladKC724IMPcvPNNzN9+nSefvpprFZrqTZYrVYUReHbb79l+fLlhIRUneQRQlRP27Ztad26NV9//XWFFzAAJpOJ06dPM3HiRCZOnEi9evXo2LEjLVu2pFmzZjRr1oymTZvi5lYU6z5euYyThTm4t6oP90LOipxSI4EVDwXTYBOGVgZ2fryXA5p4PgjVExDuTqsW7bixUT6hGVFkp+4DRYuTS32c3SMwmkLo2LYNB/eWv7hSmXY76Wndrr3N/XHH3Y/Rrecg4hMX4OdrQlNO7LOqKolJ2Tz69CxCQkJtrluIumjta19xfucRm8qmno0jpFNz+k97gKjthzm/6zBHV21l52c/A2B0d8GnUT18GgXj07Ae3g2D8QwLYrBvW8xpOWXORRRFQVVVBvu2KzUXLhSd240cOZKRI0cCcO7cOdavX8+mTZvYsWMHh5ccA5OGO3s/VulTVKO/shLcsAveiidbtmzBghWjsxO+Ht64urpiMplwcXHB2dkZjUZD1PbDZJnzcG3gV2E/KIqCk5cbWecSiYrNsTkBvHnJKjbO/4lbZj5eUk95/RF6Rzd+nTSbXK2ZEa+Mt6luIYT9tFotH330ESNHjiz5+ytW/Pf54Ycfllk/Qa/X069fv5KBcElJSWzcuJGNGzeye/du9hgshASbAAM55gDu8E3CW2cp2T/VomVpki9/55gAK/3qR9DMx59TacmcSUthQ9QpCi4OGPIyOhPs6k6wqwf1XN1pMkHHDYWWUtMz/JNGA76+KhlZen5MaMTDHdtSkHOB/JxYstOOoFqL5vjSaE3onXzRG30ICT1Lr+Gp+PpWvMZLcb2R/dI4lxFlV18LURc59AjgX375hYEDB5YkfYvdfPPNHDp0iKioqAoXdZo9ezbjx49n69atdO1atFq22WwmMjISV1dXduzYYXd75I7Q9ScrIZWM2GR+GPs2OcnpFZZz9nKj7d39yYpLIfVcHAlHz1GQlQuARq/Fo54/nvUD8Kzvj2doAK4B3qSquSQnJWGqX/VCHDlRl8opioKzs3PJy8nJCYPBUPLaMP9HrHoNrhGBVX++k3EouWaa3tqFXbt2sWvXLv766y+OHj1asjiTRqMhLCyMhg0bMmbYaFKSkmnRrerkxuGte/AM8eXp47NLbddqtHibPEoSwj4uXnibPPBwdsNVb+LgR79x1xMPlXzWYsWh6vvZ85n9/XybFnT7p2XLlvHBBx/w+OOP4+d36UIpISGBOXPm8MwzzzB8+HCb6nK0eOBo7RGiKsuWLStJlJR3AfP9998zbNgwoqOj2bVrFzt37uSvv/7iyJEjXLhwoaR8cHAwERERJOVkczrqLB2mP4vRu2gqHvMZM2qmiuKmoAsvuuedn5LKkVe/p22LYWgKPUiJyS6616eAxkNDUIRKZNtC2jUtpHFQASaDFYBss56s1FT8fF0qSdLm0KbbJIzO3iWrY9tq7erPaeB3AlTQaC7Vb7UW9c25pMb0u9W2udUdLR44WnvEtc2eEcBdHh9Gs1u7lhmVmpOcQdzB08QfOk3yqRhSTl8g+XRMybmbLdqPuZUWt3enXmRjm8onnothw9c/4dI0qMqnqBbM+YzMtq44hXji7epJsIsfwSY/gl38cLo4VY2KilarJS8li6i/jhDR94Yq23BoyTqCAoO547UJNrX5P1MfQc0q5P4hVa+hMO/nb1Bc9Sx449NKyzlaPHC09ghhi2XLlvHUU08RHR1dsi00NJQPP/zQ5muZy83es4VlJw6UDExSUGnslIeH1kK6RcuJPCfUize9VKsVt3NxROZAYGAgfn5++Pr5obq7km3UkmgpIC47k5isDGKyMnjI5xQZ8al0DKt6cdxdZ3MIcPIhPnswTSL8qRfsgbevM6olg4LcWApy4yjMS6YwP5nM9HNsOJnNzc1cqqz3t6PZ+Ht4MKjfE2h0zmi1JhRN2bGQEg9EXefQCeCxY8eyePHiktVziy1atIi7776bLVu20K1bt3L37d+/P+fPn+fo0aOltr/55ptMnTqV6Oho6tWrZ1d7JCBcv0oWGoHSg4IvnrsPnTWp1GrTqqqSHp1IyukY0qLiSI2KJz0qvuhrdAKFOfno3J1R9DqaPTu4yguBo++vxKdpCC1H9AKjFqtOwaIBM1bMqgWL1Vpqv8sTxpXJiUrCLyKUhk0j0Gq1aDQaNBoNWq2W9PR0zpw5w4kTJzhx4gRnz57FnJWLh4cno++/t8q6f1n+M6rVitlFCyYdOGvBqMGss1KgtZBHIVmWXLLMuWQW5pBTmEt2YS7JB6IZlN6Su8fdj9Nlo5jzkjP59tN5rPY6hnebepj0TpgMTjjrL74MThe3OV/apjdi0BkwaHXotXoMWj0HN+9h8YfzqBcQjI+PD8nJycQlxjPhhWe46bab0Wv1GHV6dFodOo0WraJFpynqG51Gh1ajQafRkp2VTWhAPYeJBxKfxLWouhcwGRkZHD9+nKNHj3Ls2DFOnjxZEq+0EQ1oM2kcqKBclkhVrSoosH/mXOpbNDRt2hR/f39Mzm5YCl3Iy3YiO0tLejZkpFrITCkkP9NMQICViAgLjRqZMbqcpV+voptr5SVp121PxCu0GYUYUDUG0BrRaI1o9c5o9U4YDCb0RieMRiecnJ1wcnLCqDdiuBif/t7wDQHGo/j7XrqYiU/MJlttw023jrW5Xx0tHjhae8S1z2qx8knP8WTGJ5f/sFYlC/RWRFVVFox8kdi9J+xqi8HVGWcvN4xuJoyuzhhcnTG4OF/83oTBxQmjq4mDW3aTkJVK+4cHVlnnns9XcSEmhiWH15OYnozi74wu0IQ20IRPsB8h9UIJ8vbHx+hBJ58WpO2Jom3frlXWu3fdNsJuaI7J3RWdVotOp8OgN+BkdMLJYMRgMKDT6dDpdOj1erZu20paahoNGjSosu5z585hcnXhrjsrn6bP0eKBo7VHCFtZLBY2bdpEbGwsQUFB9OjRo1oDZAD+3L2Teb+v5nxE5dNtASQuXYX1fCyJ586TmJiIxWIp9b5Wq8XX1xcPDw/c3d3R6rJo3syHlyZUvbDbh/NiuHCuGecOXfY5NKB312L00uHkbcDZTY+zm4GeLU/j7J5Cj4iqE8CbTmaXLafo0ehMaLROaDQGNFoj2dlWmrQfJ/FA1FkOnQDu2rUrFouFnTt3ltp+6NAhWrVqxdy5c3nkkUfK3bc4CC5durTU9lWrVjFo0CDWrFnDzTffXO6+sbGxxMbGltmelZVFr169JCBcp46t2cHaV+eRGZdcss0tyId+L91fKvlbFVVVKcjOI2rbAY6u3kFM1Pkq51XLOBCF1Wwttz4ARadB5+aM3t2EU6AnBj83/Lo3R+9pqjixnJ6D3t3ZpikoLmexWMhKy8Dd27PCutNT0tAUWtEoCqpadKdYVdWiBIyqFn2vFn9P0VdUUIv23/n3Xyz8YREdGrYiwNef+KQEdp8+yN3D7qRj23YXj0NJAp5/NuPyOatKtw4omvLh6MkTpGek4+HuQdOIxkVTQvwjGqqVTAGSm5vL4/995l+PBxKfRF1TkxcwxXPjFdTzo8mYO3Dy9S55Ly8phWPzlpJ14ChdunQhOzubzMxMsrKyyMrKIjMzE7PZXKo+jaLHoPNEp3VFp3XFYHCnR3d3nnk0nKCASzeo4hIy2b47m/pBIXh6qLi6qphMRS9bQ2xBAZjNkJuncupcIgX5hej0ekKC/FE0GqxWhYshFKtaNK+dqipYrZRsL37l5ORz18PvSXwSdZq9N+dtYc/o4qa3dcW3cQh6ZyO5qZkUZOVSkJ1LflYuBZmXfZ+VQ0F2HuGP9ed8cpzNT1GF+gRy/P3L1qHQKEU3tRQFVQErKlZFRXE1cs6SyuDnHqxyCq3N69bTvHEzNFoNWqMendGAzmhA72RAa9Sj1evQ6kqPirNYLDbF5OJyqtWK1WpFtaqXfW9FtahYrVays7K458ExEp+EcCC9e/dm459/0n3WGxi9vUrdQC+mWlXyU1LZPH4qvXr2ZMOGDVitVlJTU0lMTCQxMZGEhISS7zMyMsjIyODcuXOcPnWS+XMG4e/pVOECc/Gpudx090IMXp4YXD1wMvphNHih17qjVU1ozU5oCowoZh2KWYunCTxdzTz/Si6eBpVymoxVhdQChf+954TVokVFwc1NxdWt6FzN1VXFxUXF6KTiZFSxqnncN+5diQeiznLoOYCTk5Np2LBhme3e3t4l71e2b3E5e/edO3cur7zyir3NFXVc0wGdaXxTR6J3HSErIRVXfy9COja3eWRJMUVRMLo607h/Jxr17cAnPccXLZ7xj8VAClOzOb90K5a4TCYd/hZFo2AttFCYl09hbj7mvALMeQUU5l762VJoxmqxYi00c+HcefA0oapquYlly9FETEYTF1OvRV8VSi6cVEVBVVTQKBcn/r+YDlXgfPJ5WvbogGpVyx1hd/7oaZr617/4gbn0VVWKjlWcsCiutXj7xW3dW3egS4t2HD19nJT0NMIiwrn/nv+g0WpR1aJFCS42qeg/6qXFCUC9lBy+bNvlG1Q0tA1vfultC2C9VLL8/3GlfzRbq5egulISn0Rdo9Vq6d27d43VVTw3XuKufXg2i8Dg5UFBajppR0+CqvL9999XOLq4oKCgJCmcl5dHfn4+BQUF5Ofnl7wKCgo4n5HDnqP7MRdmUGgxYDBFoLjC2TQLhYkW8vMsFORbKCiwoKhWNBorWsWKVgsoKopSFCsVDeg0oNGCVqug04FWp0GrDUSjgGKGtNMKigIX8z7/+L4owXz5NpSiJPLVIPFJ/JuaDujM0FmTyt6cD7T/5nyxgBZh+DWtz6Flf1Y5unjIh0/ZdQ645Y+NnNoeY1PZvJxctB4w6P0nsJotWC1WVLMFq8WC1XwxqVr8s8VKYUEhC+YvZvTTD1d43rd83iK6h7cm70Qc5kIzheZCCgsLMVvMmM1mLFYrVuvFp8o0gEaDotGg1Wlod+cATG6uFS6im5uVzfF1Oy/uo6BRFJSL+ysapeSrRqMhr7DA5j6rSRKfhKjYhx9+yHfffcdn85bSZtK4Cq/xjs1bytQpUxg1ahRQNFWgj48PPj4+NGtW8cLfFouF/4zuwWvP9cCqKqWStUVVq3w8dwf7t+2gsLCQ3Nxc8vLyyMvLIzc3F7PZXO6roKCQX3af4p5uWqxFl63/qBe+/SOHXL0Ri86M1aqQmQvWHLDGFV2TFt1MV1BVhcICh06PCXHFHHoEcJMmTWjUqBGrV68utT02Npbg4GDefPNNnn/++XL3NRgMPPTQQ8yZM6fU9m3bttGtWzcWLVrE6NHlP6Ikd4jFv6lkBIui4BoRiN7DRGF6Dlkn40BVqzWCpdjfazYTl5WC3uPSnEuF6TkEunrTbkDVj+FU5ueffyYvL6/UjZbk5GScnZ0ZMmTIFdV9LbhajwxKfBKiajU9N961RuKTuJ5YLdYrvjn/T7UxuhiK1iP5admPuHt5VDhSNyMljdtHDCs1/Z0tli1bxvez53P3I+VMofXZPEY+Pqba8S8hIYF9+/ahqmq5i+hGRkbi7+9vU10Sn4RwTFU9RXV8/lKMMUmcOXOm2muxfDprCi9N6kdQwKW/tZi4DGa8v5ZHxr9Z7Rj17eo5NPE8j7fh0hOzyQUaTqSFcvetj9lcj0wJI+o6h77FUTw/5z8VL05V3gjfmtg3KCiIoKCy899kZGRU2WYh7FVqBMvxSyem1Zle4p/aDeiOxWzhxPZ9ZKVn4urhRuPefdDqrnz06pAhQzCbzfz555+kpaXh6enJiBEj7L5gEfaR+CRE1YYPH87tt99eY1NLCNtIfBJXg0aroX6XljVaZ22MLgaK5tZ1uriIWwUj7PTOxmqdSxUnTsY//RQtAsJLptA6knCW9z/44Ipufvn7+xMZGcmxY8fIz88v2e7s7Fwyn7qjk/gkROVsfYqquudSxTHo7seeJsgP/H1dSUjKIi5J4f33ryxG3X3rY+QX5rN60w9k5iTjZvLh1h4j6Kg3VrtOIeoihx4B/Mgjj7Bo0aIyi8AtXryYu+66q9JF4G6++WbOnz/PkSNHSm1/6623mDJlChcuXCA4ONiu9sgdIVGbamMEi6g9jhYPHK09Qoirx9HigaO1Rwhb1da5WW0+RVWT86r/k6qqpKamUlBQgMFgwMvLq9yRzJVxtHjgaO0R4mqr7aeoajNGXSmJB6Kuc+gE8OrVq7nttttYvHgxd955Z8n2W2+9lf379xMVFVVhsJgzZw6PP/4427dvp3Pnorv0ZrOZtm3b4urqyvbt2+1ujwQEIUQxR4sHjtYeIcTV42jxwNHaI4Qj+OdTVD179rwunqJytHjgaO0RwhE4cpK2Nkk8EHWdQ59l3HrrrfTv35/HHnuMjIwMIiIiWLRoEb/++isLFy4sCUIPPfQQ8+fP59SpUzRo0ACABx98kFmzZjFq1Cjeeust/P39mT17NseOHeOPP/64mh9LCCGEEEIIcR3T6XT07dv3ajdDCCHKqMkFeoUQjsOhE8BQ9AjCCy+8wLRp00hJSaFZs2ZlFnCzWCxYLBYuH8xsNBpZu3YtkydP5oknniAnJ4e2bduyevVqevXqdTU+ihBCCCGEEEIIIYQQQvyrHHoKCEcjjwQIIYo5WjxwtPYIIa4eR4sHjtYeIcTV42jxwNHaI4S4eiQeiLpOVpgSQgghhBBCCCGEEEKIOsrhp4BwJMWDpTMyMq5yS4QQV1txHHCUhygkPgkhikl8EkI4KolPQghH5WjxSYiaJglgO2RmZgIQGhp6lVsihHAUmZmZeHh4XO1mSHwSQpQh8UkI4agkPgkhHJWjxCchaprMAWwHq9VKTEwMbm5uKIpSa8fZu3cvvXr1YuPGjbRt27bWjlNXSH/ZTvrKPpX1l6qqZGZmEhwcjEZz9WfTkfjkmKS/7CP9ZTuJTzVHfu9sJ31lH+mvsiQ+2Ud+h+wj/WU76auyHC0+CVHTZASwHTQaDSEhIbV+HFdX15KvMvl41aS/bCd9ZZ+q+suR7gxLfHJM0l/2kf6yncSnmiO/d7aTvrKP9Ff5JD7ZTn6H7CP9ZTvpq/I5UnwSoqbJbQ0hhBBCCCGEEEIIIYSooyQBLIQQQgghhBBCCCGEEHWUJICFEEIIIYQQQgghhBCijpIEsBBCCCGEEEIIIYQQQtRRkgB2QEFBQbz88ssEBQVd7aZcE6S/bCd9ZR/pr7KkT+wj/WUf6S/bSV/VHOlL20lf2Uf6S1wp+R2yj/SX7aSvhLj+KKqqqle7EUIIIYQQQgghhBBCCCFqnowAFkIIIYQQQgghhBBCiDpKEsBCCCGEEEIIIYQQQghRR0kCWAghhBBCCCGEEEIIIeooSQALIYQQQgghhBBCCCFEHSUJYCGEEEIIIYQQQgghhKijJAFcB23btg2NRsOMGTOudlMc2ujRowkICMDd3Z02bdqwcuXKq90kh5Wfn88DDzxAaGgo7u7udOnSha1bt17tZjmsOXPm0L59e/R6PdOnT7/azXEoEp9sI/HJdhKf7CcxqmZJXLONxDXbSVwTNUXik20kPtlO4pMQ1y5JANcxVquVp59+mk6dOl3tpji8l156ifPnz5ORkcHnn3/OPffcQ3Jy8tVulkMym82Eh4ezZcsW0tLSeOyxxxgyZAg5OTlXu2kOKSgoiFdeeYWhQ4de7aY4FIlPtpP4ZDuJT/aTGFVzJK7ZTuKa7SSuiZog8cl2Ep9sJ/FJiGuXJIDrmLlz53LjjTfSrFmzq90Uh9eyZUsMBgMAOp2OgoICLly4cJVb5ZhcXFyYNm0a9evXR6PRMGbMGKxWKydOnLjaTXNIQ4cOZfDgwXh4eFztpjgUiU+2k/hkO4lP9pMYVXMkrtlO4prtJK6JmiDxyXYSn2wn8UmIa5ckgGtYZmYmkydP5uabb8bPzw9FUSp8vDIrK4unn36a4OBgnJycaNu2LYsXL672sZOTk/noo494+eWXq13Hv+1q9hfAPffcg5OTEzfccAN9+/aldevWV1Rfbbva/VXs6NGj5Obm0qhRoxqprzY4Sl85EolP9rnav0MSn6rnWohP4Dj9da2TuGafq/17J3Gteq6VuCZKk/hkn6v99ybxqXokPglx7ZAEcA1LTk7m008/JT8/v8pHK4cPH878+fN5+eWXWb16NR07duSuu+7i22+/rdaxp0yZwsSJE6+pET1Xs78AvvnmG7KyslizZg0333wziqJUu65/w9XuL4CcnBz+85//8OKLL+Lq6npFddUmR+grRyMLeh27AADECklEQVTxyT5X+3dI4pP9rpX4BI7RX3WBxDX7XO3fO4lr9ruW4pooTeKTfa7235vEJ/tJfBLiGqOKGmW1WlWr1aqqqqomJiaqgPryyy+XKbdq1SoVUL/99ttS2/v3768GBwerZrO5ZFvfvn1Vo9FY7uvFF19UVVVVd+/erd5www2qxWJRVVVVx4wZo7722mu19ClrztXqr/IMHDhQXbVqVc18sFpytfuroKBAHThwoHrfffeVtMNRXe2+UlVVfeihh8o95tUi8ck+jvA7VEziU92KT6p69ftLVR0vRlWHxDX7OMLvXTGJa3UvronSJD7Z52r/vV1O4pPEJyHqIt2/k2a+fth6p3D58uW4uroyatSoUtsfeOAB7r77bnbs2EG3bt0AWLt2bZX1bdq0icOHD+Pv7w8UPeah1Wo5fvw4X3/9tZ2f4t9ztfqrPBaLhZMnT1Zr33/L1ewvq9XKfffdh1ar5YsvvnD4u+KO9LvlKCQ+2ceRfockPlXuWotP4Fi/X9cyiWv2caTfO4lrlbsW45ooTeKTfSQ+2UfikxDCXjIFxFVy8OBBmjdvjk5XOgffpk2bkvft8fDDD3P8+HH27t3L3r17GTJkCOPHj+eDDz6osTZfTTXdX3Fxcfzwww9kZ2djNptZunQp69evp1evXjXW5quppvsLYNy4ccTGxrJkyZIy9V7LaqOvzGYzeXl5WCyWUt9fKyQ+2Ufik30kPtlHYlTNkLhmH4lr9pG4Jq6ExCf7SHyyj8QnIUQxSQBfJcnJyXh7e5fZXrwtOTnZrvpcXV0JCQkpeZlMJtzd3fHx8amR9l5tNd1fAB9++CHBwcH4+vry7rvvsnTpUiIjI6+4rY6gpvvr3LlzfP755+zYsQNfX19cXV1xdXVl06ZNNdLeq6k2frdmzJiBs7Mz8+bN4/XXX8fZ2ZkFCxZccVv/LRKf7CPxyT4Sn+wjMapmSFyzj8Q1+0hcE1dC4pN9JD7ZR+KTEKKY3K65iip7VOJKH6OYN2/eFe3viGqyvwIDA+v8P1I12V8NGjRAVdUrbZLDqum/xenTp1e4Cu+1QuKTfSQ+2Ufik30kRtUMiWv2kbhmH4lr4kpIfLKPxCf7SHwSQoCMAL5qfHx8yr3blpKSAlDuXbrrmfSXfaS/bCd9VZb0iX2kv+wj/WUf6a+aIf1oH+kv+0h/iSshvz/2kf6yj/SXEKKYJICvktatW3PkyBHMZnOp7QcOHACgVatWV6NZDkv6yz7SX7aTvipL+sQ+0l/2kf6yj/RXzZB+tI/0l32kv8SVkN8f+0h/2Uf6SwhRTBLAV8mwYcPIysrihx9+KLV9/vz5BAcH07lz56vUMsck/WUf6S/bSV+VJX1iH+kv+0h/2Uf6q2ZIP9pH+ss+0l/iSsjvj32kv+wj/SWEKCZzANeC1atXk52dTWZmJgCHDx/m+++/B+C2227DZDJx66230r9/fx577DEyMjKIiIhg0aJF/PrrryxcuBCtVns1P8K/SvrLPtJftpO+Kkv6xD7SX/aR/rKP9FfNkH60j/SXfaS/xJWQ3x/7SH/ZR/pLCGEXVdS4Bg0aqEC5rzNnzpSUy8zMVJ988kk1MDBQNRgMaps2bdRFixZdvYZfJdJf9pH+sp30VVnSJ/aR/rKP9Jd9pL9qhvSjfaS/7CP9Ja6E/P7YR/rLPtJfQgh7KKoqSzgKIYQQQgghhBBCCCFEXSRzAAshhBBCCCGEEEIIIUQdJQlgIYQQQgghhBBCCCGEqKMkASyEEEIIIYQQQgghhBB1lCSAhRBCCCGEEEIIIYQQoo6SBLAQQgghhBBCCCGEEELUUZIAFkIIIYQQQgghhBBCiDpKEsBCCCGEEEIIIYQQQghRR0kCWAghhBBCCCGEEEIIIeooSQALIYQQQgghhBBCCCFEHSUJYCGEEEIIIYQQQgghhKijJAEshBBCCCGEEEIIIYQQdZQkgIUQQgghhBBCCCGEEKKOkgSwEEIIIYQQQgghhBBC1FGSABZCCCGEEEIIIYQQQog6ShLAQgghhBBCCCGEEEIIUUdJAlgIIYQQQgghhBBCCCHqKEkACyGEEEIIIYQQQgghRB0lCWAhhBBCCCGEEEIIIYSooyQBLOqktLQ0nnzySbp27UpgYCBGo5F69erRt29ffvjhB1RVLbPPjh07uP322/H19cVoNNKkSROmTZtGbm6uTcccOHAgiqLg5ORkU/nvvvsORVFQFIXFixfb9fmEENc2iVFCCEcl8UkIIYQQou5R1PLO4oS4xp08eZK2bdvSpUsXIiIi8Pb2JiEhgRUrVpCQkMDYsWP59NNPS8ovW7aMO++8E61Wy4gRIwgMDGTLli3s2LGDG2+8kbVr12I0Gis83pdffsnYsWMxGAyoqkpeXl6l7UtISKBly5bk5uaSnZ3NokWLGD16dI19fiGEY5MYJYRwVBKfhBBCCCHqIFWIOshsNquFhYVltmdkZKgtWrRQAfXgwYOqqqpqTk6O6uvrq+r1enX37t0lZa1Wqzp+/HgVUN98880Kj3X+/HnVw8NDnThxotqgQQPVaDRW2b7hw4erDRo0UCdNmqQC6qJFi6rxKYUQ1yqJUUIIRyXxSQghhBCi7pEpIESdpNVq0el0Zba7ubkxYMAAoGiEC8CWLVtISkpi6NCh3HDDDSVlFUVhxowZAHzyySflPvII8NBDD+Hn51dStirffvsty5Yt49NPP8XV1dWuzyWEqBskRgkhHJXEJyGEEEKIukcSwOK6kpeXx7p161AUhRYtWgAQHx8PQHh4eJnynp6eeHl5ce7cOU6fPl3m/U8//ZTff/+dzz//HGdn5yqPHxcXxxNPPMGDDz7IzTfffIWfRghR10iMEkI4KolPQgghhBDXrrK394WoQ9LS0vjwww+xWq0kJCTwyy+/cP78eV5++WUaN24MgJ+fHwBnzpwps396ejqpqakAHD9+nEaNGpW8d+7cOZ599lkeffRRevXqZVN7xo0bh5OTEzNnzrzSjyaEqAMkRgkhHJXEJyGEEEKIukMSwKJOS0tL45VXXin5Wa/X8+677zJp0qSSbd26dcPd3Z0ff/yRv//+m3bt2pW899JLL5Wqq5iqqjz00EN4eXnx9ttv29SWr7/+mp9//pmffvoJT0/P6n8oIUSdITFKCOGoJD4JIYQQQtQdkgAWdVpYWBiqqmKxWDh//jyLFy/mhRdeYOvWrSxduhSdToerqyvvv/8+Dz/8MF27dmXkyJEEBgaydetW/vrrL5o1a8bRo0fRarUl9c6ZM4e1a9eyevVq3NzcqmxHTEwMTz/9NKNHj2bIkCG1+ZGFENcQiVFCCEcl8UkIIYQQou6QOYDFdUGr1RIWFsbzzz/PjBkzWL58OZ999lnJ+w899BC//PILXbt25aeffmL27NnodDrWrl1LREQEcOkxxwsXLvDcc89x//33c8stt9h0/McffxytVsvHH39c8x9OCHHNkxglhHBUEp+EEEIIIa59ilrRsrxC1FH79u2jbdu23HHHHSxZsqTK8uHh4URFRZGSkoKHhwcbNmygT58+Nh0rNTUVT09PwsLCOHfuXJXlP/jgA55++mmb6hZC1E0So4QQjkrikxBCCCHEtUmmgBDXnZiYGAB0uqp//bds2cLZs2e57bbb8PDwACAoKIiHHnqo3PJLliwhNzeX+++/HwCj0QjA6NGjSUpKKlN+z549/P333/Tp04eGDRvSqlWr6nwkIUQdIjFKCOGoJD4JIYQQQlybZASwqJP27t1LeHh4yQVHsZSUFPr168fevXtZsGAB9957LwAZGRm4u7uXKhsTE0O/fv04efIkO3bsoH379lUeNywsjLi4OPLy8mxq5/Tp03nllVdYtGgRo0ePtvHTCSGudRKjhBCOSuKTEEIIIUTdIyOARZ00b948Pv/8c/r06UODBg1wcXHh3LlzrFq1iqysLEaMGMHdd99dUv5///sfCxcupHv37vj7+3P+/Hl++ukncnJy+OKLL2y6cBFCCFtJjBJCOCqJT0IIIYQQdY8kgEWdNHLkSNLT09m+fTt//vknOTk5eHt70717d+677z5Gjx6Noigl5bt168bGjRtZsWIFqamp+Pj4cNttt/Hcc8/Rrl27q/hJhBB1kcQoIYSjkvgkhBBCCFH3yBQQQgghhBBCCCGEEEIIUUdprnYDhBBCCCGEEEIIIYQQQtQOSQALIYQQQgghhBBCCCFEHSUJYCGEEEIIIYQQQgghhKijJAEshBBCCCGEEEIIIYQQdZQkgIUQQgghhBBCCCGEEKKOkgSwEEIIIYQQQgghhBBC1FG6q92Aa4nVaiUmJgY3NzcURbnazRFCXEWqqpKZmUlwcDAazdW/lybxSQhRTOKTEMJROVp8EkIIIa4XkgC2Q0xMDKGhoVe7GUIIB3L+/HlCQkKudjMkPgkhypD4JIRwVI4Sn4QQQojrhSSA7eDm5gYUnbC4u7tf5dYIIa6mjIwMQkNDS+LC1SbxSQhRTOKTEMJROVp8EkIIIa4XkgC2Q/Fji+7u7nIBI4QAcJjHmSU+CSH+SeKTEMJROUp8EkIIIa4XMvGSEEIIIYQQQgghhBBC1FGSABZCCCGEEEIIIYQQQog6ShLAQgghhBBCCCGEEEIIUUdJAlgIIYQQQgghhBBCCCHqKEkACyGEEEIIIYQQQgghRB0lCWAhhBBCCCGEEEIIIYSooyQBLIQQQgghhBBCCCGEEHWUJICFEEIIIYQQQgghhBCijpIEsBBCCCGEEEIIIYQQQtRRkgAWQgghhBBCCCGEEEKIOkoSwEIIIYQQQgghhBBCCFFHSQJYCCGEEEIIIYQQQggh6ihJAAshhBBCCCGEEEIIIUQdJQlgIYQQQgghhBBCCCGEqKMkASyEEEIIIYQQQgghhBB1lCSAhRBCCCGEEEIIIYQQoo6SBLAQQgghhBBCCCGEEELUUZIAFkIIIYQQQgghhBBCiDpKEsBCCCGEEEIIIYQQQghRR+mudgOuF1aLlehdR8hKSMXV34uQjs3RaCX/LoT49yUlZJGUkGVzeV9/V3z9XWuxRUIIIYQQQgghhKgtkgD+Fxxbs4O1r84jMy65ZJtboA/9pt1P0wGdr2LLhBDXox8W7eWz/22xufzYJ29k3FPda7FFQgghhBBCCCGEqC2SAK5lx9bs4MfxMwEF1yZB6D1MFKbnkHkyjh/Hz2TorEmSBBZC/KtG3NWWXv0iSn7Oyyvk4Tu/BeDzJXfj5KQvVd6e0b/HoxI5eyG56oIXhdXzoUl9P5vLCyGEEEIIIYQQwj4OnQDOzMzktddeY+/evfz9998kJSXx8ssvM336dJv2T0hIYPLkyaxcuZKcnBwiIyOZMWMG/fr1q92GA6dPneL8mTPseeEbPNuGEXpHNwzel5IoBSlZnF+6lV9e+IQ4bSah4eE0bNSo1tslhBD/nNIhN6eg5PumLQJwNhmqXfeHc9ezc/EZm8t3Gh3O7NfvqPbxhBBCCCGEEEIIUTmHTgAnJyfz6aefEhkZydChQ/n8889t3jc/P59+/fqRlpbGRx99hL+/P7NmzeKWW27hjz/+oFevXrXYclj+yTw0m2IxhfnRcFz/Mu/rvVxoOK4/p+f+zp4XF7O7RxCT3n2tVtskhBDlsVisJd//ves8nbuHo63mHOVPj+vD2UFtSn7OzM7l3bfXobgp3PNIByLc/dAoSsn7YfV8qt9wIYQQQgghhBBCVMmhE8ANGjQgNTUVRVFISkqyKwH8xRdfcPDgQbZu3UrXrl0B6NOnD5GRkUyePJkdO3bUVrMBuHHwLZz12o97RBAAymUJj+KfVVUl9I5uZJyMJax7m/KqEUKIWrVuzTHefeWPkp+ffPB7/APdeHZaP/oOaGp3fU3q+5VM6bAp+gyf796FUz8n1EyV7/ceILCFB+Pb30iPkPAa+wxXKjk3h5S8HJvLezuZ8HE21WKLhBDFVNVKXtYZLIWZaPVuOLmGoyiyiK4QQgghhBD2cOgE8D+TpvZYvnw5TZs2LUn+Auh0Ou69916mTp3KhQsXqFevXk00s1yFB2I4e+I4HTo1rrCMoigYvF05e+I49Tx8oWetNUcIIcpYt+YYk8f/CGrp7QnxmUwe/yPvzBparSQwFCV/X/xsFTkrclDTLx3glEc2Lw5exYyxAx0mCbzq9GEWHN5jc/n/tGjPfS071GKLhBAA2akHSTq/Akthesk2rd4D39DBuHi1uuL6JbkshBBCCCGuFw6dAL4SBw8epEePHmW2t2lTNNL20KFDFSaAY2NjiY2NLbM9KysLgA1LVuHq4gIoKAqgFH1VUC5+r2D1MuLWs+Lk7+V8b2mDb1hjzp86i8HZiM5oQKvVolysS6PRlHrlpWSSnZhWkiC3mC1cOHmWvNxcnJydqRcRhlanLanf1d8LV38vm9oihHBsVcWnqR+txOTiglajQasrih9anQatVkGr1ZRsVxSFH9/dWyb5C5Rse+PlNXi2NOHsbESv0aDTaNBptBe/15baptNoSqZ2sKhW3pm/luyF2WWrTlfJXpjNO4a1dJv6IFoHSLYMbNiCrsFhJT/nmguYtGElAOPbdqW5T2CpaSu8nWT0rxDlqSo+pcSuw5LtBmiKzmEUDQoaik6mNCiKBqslH6sln4K8RHLS9pepy1KYTvzphXgE9MLZrRFagwd6ozeKorNr4IAkl4UQQgghxPWkziaAk5OT8fb2LrO9eFtycsWr1M+dO5dXXnmlwvfzMaOlsCjZy2UXGyUXHgqKUUGLbQspqXoNFzKTIDPJpvIAqtWKtcBM9pkEnIK8MHi6gKeJAiDp5GHS9p/DmluAOTufsC6taD6gC3q9vuRlMBjQaORCRIhrTVXxacu8E2gVp/ITu3ZKS8zlkV7fggLoQNEroL34VQeKQSl6GS/GPKMGnbMGnb+WtDVZldYd90MKswdspblfAG4GIy56Q6mvRm3V/zxZLFb+3hVNUkIWvv6utOsYUq25i32cL03psCn6DLP+3lLy3qy92/B1duHxtt0cZsSyEI6qqviUlbwHJc+AigqqFVW1QvH3F7/+M3ipKCQSQh6uOJGFH9EoqKTHbyQ9fuNlJTVotAYUjRGN1gmN1lj00hhRtEa0OhOKogU0mAvTyEouO+q/OLnsXe9WnN0j0Ord0Ond7e6H2k4uCyGEEEIIYa86mwCGyqeQqOy9cePGMWTIkDLbs7Ky6NWrF48cfh/FWDRC19PZHV8XT7xNnvi6eOHtUvTVz+SFn1M9UhMz8DS4lXs8VVVJK8jkxsBWaC0Kar6Zgpy8S6/cfMx5+RTkFWDOz6cwr5D83DwsqhUMGjROBvz7tCxTr97DhF+P5mSfise1USBmBQ4cOFCmnNFoLPNycnLCZDJhMpnQ6/UV9pEQ4uqoKj4tmj2MwEbBOAe4oXXSYbGqWMxWrFYVs9mK1WJl8eG9LFr+F7k/5wJF+d0QJx2uWoUsi0p0nrkkBWPoZKBdZAhN3P0oyDeTl28mP99MQb6Z3JxCcrMLyc0pID/HTF5yIfk5ZnIT80tN+1AeNV3l2zd2omaqaNw1KO4KGndNycvJS4+PvwteLia8nJzxMjrj5eSMp5Mz/s6unN2RxNfv7SAp/lKi2T/QlWen3XRF01a8uu33MtuTcrN5ddvvTOvaX5LAQlSiqvgU7zcBjY8n7gYNHgYNrnqlzPlRYUE6OWmHST7/E9E0YS/9yOVSEtaZDNqylhCO4+7bFb0pCI1Gj2rNLxk9bLXmo172vbUwg3xzDoUFaaCaq/wcKRdWwwVw8+2ET+ggNJqqb+ibCzOwFGaSm3GyaP9/qKnkshBCCCGEENVRZxPAPj4+5Y7yTUlJASh3dHCxoKAggoKCymzPyMgAYNGYD7DoITk7jZScNJKyUou+ZqdyKPY4Sdlp3OjThmFhvTmeF4unwQ2rqpZ6hNiqqihAYl4aMTnu+Ab507Zle5s+26lTpzh96hSFGReTNxUsMGfwdUNVrcSu+pvcw7EEtG2Ef8twvBrXwxTkhdlqIT8/n/z8fNLS0sjLy8NsvnRhZDAYcHZ2xmQy4ebmVvLS6ersr40QDq+q+LTjrfWYdM4A6F0NuAS5417fE/f6XriHeeFe34s72kcSlO/G6z+vpolJTz9fE+66SyNnM8xW1iblcDynkP8+2I+e3SPsWvTs04Vb+PTlzVWWa+rrR0A9N+LjM0k6k0VyQjaF+RYAMoFEJQWTjwEnPwNaXw0WZ5V8nZnCDAsFmwvK1JcQl8Xkx39k+Ph29O7ZmMahvvgFuNnUZotqZfberZWWmbN3K93qNXCIaSuEcERVxadd8XkoGZemhtEo4KbX4GnU4OukxcdZi4+TCRNORNOEbQwtU1cubmxjKF35kfZuDXD1bmtz+8yFGWSnHiL5/E82lc9M2klm0i50Bi8Mzv7onfwxmuphdAlBZ/Audf6VkbiDtNi1VdZZnFz2DOqHd3B/m9suhBBCCCHElaizmbzWrVuXO+q1eFurVtV/BK9bw/a4u1c+amPm75/z3I7/ARDhHsrw8D74OHmWvJ+Sn87yM+s5mXEegPSCLHzcvWjoU5/mgY1oGdSYloGNifCtj+4fj0KHhISQeTaeJM+KkxCKomDwdMEpqYA2PTuR4n+e2P2n2P7LTgpz81G0GoLbNqZhz7aE94wksFMk2UnppMclU2ApJN9cWPQ1v5DU7GTiYuOKHs8E9FodJr0RLx8fAkODcXFxuaIF+4QQNefWeXeizdGQHZdBTnwWWTEZZESlErsjisKsoqSpRq8lNdKFJn4GhrqWTey6aRWGBrjwY1YOYa287Ur+ArRtZNsCm48/0INOXcNKflZVlcyMfBLjM0mMzyIuJoPoqDTOn0vl/LlUTp9IwlxorfJfrmVz/2bZrL9x7W+ixch6hLl708TLlybefjT08MGpnJtYBxPjSMotO2fx5RJzszmYGEekf7BNn08IUdpjrT1wcnUno8BKer6l6GuBlbR8K2cyC9mTmI8K+KIhm34X9/rn+YUCqOylHzfoqh7Nezmd3h3txRtkVfGtPxyDcyAFefEU5iVSmJdAduoB0uP/BECjc8FoCsHZLRxntwjcfDui07uTFLXchrqHYfJsblfbhRBCCCGEuBJ1NgE8bNgwHn/8cXbs2EHnzp0BMJvNLFy4kM6dOxMcXP0L+C5dutCpUyduuOEGunbtStu2bcuMir2n81BuatG95GezxcLx8yfJzcvF2cmZJk2a81ybZiRkpRCdFk9GfiZJWamcTDrH0r9XE7NhHgBGnYFmAQ2JrNecjvVb06lBGyJ8G2DOKwRj1W11cnOh7cBeJT9bzRYSj58n5u/jnN28nx2f/cymD5bg7O2GW6APCYfPXtpZUXBtHIjew0RhRi7mrFxMIb6Y6vvi0tCf9PAszl6IQqfT4eXlha+vL76+vhiNNjRMCFErOvXqQseOHenQoQOdO3em8+2dcXZ2RlVV8lJyyTiXQsbZVDbEnOYmHxPkV/wUwU0+JlLyc+1uww2d6uPh50x6YsX7evo7c0On+mWO6+7hhLuHE42a+JXZ59i5BFb+eJBF/9tVeQPM0LRHAI27BODi4sTZjFQ2nD9JodWKRlGo7+ZJE28/WvoE0sYviHqu7iTn5dj02WwtJ4Qoq3HjxnTs2JEbbriBjh070r17d7wuW6TWYlWJSk/ncFIgBzMqm3ZBIRd3DmXk0kSXjqfJw6bjmwszsFrybWytis7oiZNr6ThlMWeTn32evOzz5GefJzV2HSkXfkWjNaF38rGpZo3WKNM/CCGEEEKIf5XDJ4BXr15NdnY2mZmZABw+fJjvv/8egNtuuw2TycRDDz3E/PnzOXXqFA0aNADgwQcfZNasWYwaNYq33noLf39/Zs+ezbFjx/jjjz+uqE1dunThwIEDLFq0iIKCAtzd3enevTu9e/emd+/etGvXjkB3XwLdfUvtd0P9svP1ViQlO41DcSc5FHuCg7HH2XVuPwt2/YiqqniZPLjTrRt9W/eqsh5Xj9KPP2t0WgJahBHQIox299yMpdBMzN4TnN74N0d+Llr4yMnDlSZ398Ypsh4W5dI8njqNliB3XzycXABw9vXAYlBIS0sjOTmZI0eOAODm5oafnx+BgYGYTPaNHBRCXJmBAwdy8OBBZsyYQVZWFgaDgc6dO5fEpy5duuDewJuG67JIKYgvO7juIkVRcCuAzB9PkTXKH9d6tiVYknNzSMnL4cH/duODyRU/Dv3As904nZGCt5PJ5hHGO7Ki+DnhsE1lT5xI5NimeIxOOtq0q8eo7i0Jbe9Dvo+ZE2lJHEtJ5I+zJ7Ci4uNkIsTN06Z6fZwkpglRXc8/H0ZmZioHDnzL4sUfcPZsDq1aRdKrVy969+5Njx49OBIfz8GcQJvqWx/vzN9JWfRu4Ey4ux6DtvKnkWydpgEgKWo5noUZZaZp0OpcMHk0w+TRDADVaiYvO4rs1ENkp9kWn6yWfMyFGZIEFkIIIYQQ/xpFVdUaWCu+9oSFhXHu3Lly3ztz5gxhYWHcf//9zJ8/v+TnYvHx8UyePJmVK1eSk5ND27Ztee2117jpppuq1ZaMjAw8PDxIT0/H3d2d/Px8du/ezYYNG9i4cSNbtmwhJycHd3d3BgwYwKBBg7jtttvw9fWtunJbjp+Xxe6og/wddYjjF04xxKUTBo/yp19QVRVzei5d+vbA5GKyaVSuqqrEHzzDwY07UZsWjWIpr+42bdrg7+9fZntBQQEpKSkkJiaSlJSExWLBw8ODwMBAAgICMBiqXkRFiGvFP+PB1fbP9litVg4ePMjGjRtLYlRycjIGg4HJPZ+gFU2wZSZbK0XzdAZ1rk+Dfo0J7toArbHie4dfH9rNgsN7ACg4WEDOzzmoGZf+mVE8FEyDTRhaFcWD/7Roz30tO9j0GZNzc/j85218N3V3lWVHzGhPz4aNOHMwid3boti9PYq83EJ8/V3p1iucvgOa0qpTMMcyEtmfGMu+hAscS02qtE4/ZxcWDLxL5gAWDs9R49O6de+Rk3OKhISDFBbmADpSU5346684tmw5R2xsPo++9xkNeg23uW4nDeRZQadAA3c9TTz1NPUyYCwnGVzVQm3FqrNQW0rM7zYnl0HmABbXL0eLT0IIIcT1wuETwI6kqhOWgoIC/vrrL37//XdWrlzJrl270Gg0dO3alZEjR1K/fn3y8/MJCgqiR48eaLXaarXj1KlTnDlzhqzT8biEFyViL0/UFv8vzT6TgGvDAMLDw2nUqJFNdauqyubNm8nPyy9/ZKAKRicj3bt3r3TeX4vFQmJiInFxcSQnJ6MoCoGBgdSvXx9XV1fbP6wQDsrRLmCqao/VauXw4cOsXbuWxNUxRFpsiwkAHq380Vog5UgCehcDIb0aEta/CT4tA8rEgeIRwMVysvJ5qPdCAJ7738206VwPjfZSAtWeEcDHoxLZcOIkn/13E2p6xf90KR4KY9/tQe/GETSpXzSVREG+mb27o9n25xk2rj1J1JkU3NyN9LqpMTfd1owuPcJZe/4E7+3eWGG907r2p0dIuE1tFeJqcvT4ZLVaSEk5QXT0Di5c2EFc3F4slgLAxIUkX7b/nUHHsbNw9fZFqeCGi0mnMCLCBXeDlkKLyon0Qk6kFRKdZUanQBMvA618DDRw05VahLdYdupBks6vwFKYXrJNq/fAN3QwLl72rxNha3LZ1acD7n5d0BncZQSwuC45WnwSQgghrheSALaDvScscXFxrFq1ijlz5vDXX3+Vei84OJiPP/6Y4cNtH+VSLOVCAukJyQCcO3CcXBPoPV1K3s9PzWL7vu1sLzxBsIc/kc0iGdXndkK9yq7Mfbn8/HwSExM5evRolW1o1qwZfn5+No0sLigo4MKFC0RHR5Ofn4+3tzehoaFotVoKCgowGAx4eXnJQnLimuJoFzD2tOfrrdv4Ze8Bbv0VnHNVlHLu9qio5DorrL4Fbmvbmvu6dSUzOp1zfxzn3O8nyEnIwrORD41HtKZ+70Zo9OXf0MrNKaBH6w8A2HTgGZxN1X8S4PEXlrJzyRlMQ03kLK94Ll7TMBM5P+bQ6c5wZr9+R9nPpqqcOp7EH78c5Y/VRzl7KgVPXxO9BjcmoI8nvyUfJz0/r8x+Ia4e9AgJ5+awJjZPGSHE1XCtxSezOY+4uH1ER2/n3LmNpKdHUejVm8zwqaCqKJpLSWDVakVRFIY2cqWpV9l4klFg5XBKAQeS80nJs+KmV2jnZ6StnxFnXelksqpaycs6g6UwE63eDSfX8AoTzvYoL7ms0ZrQ6Jz/n737Do+q6hY4/DvTMum9ktBC77036SAggqIgdhHFAipYEPkEvaAICiIoYgELSAcBQXrvvYcWIAnpvc9kZu4fSDCSMoGUAdZ7nzyaOfvsvWau2d+ZdfZZm5zseHT2frgHdMfBtbZc+4gHjq3NT0IIIcSDQhLAxXAnFyzLly/nscceo6CPedq0abz99tvFimP9lHkcn/PXrRf+vVlbcgZpF6LgX+Ptr5fK9jpxdAhuztBm/ehdtxP2Wv1t/Z4/f56rV67k+aJVEIvZTGBgELXrWL+LtdlsJiYmhkuXLpGZmXdzKDs7O2rWrJlvaQkhbJGtfYEpTjznr8VyJSKeE4s3UfGkFgvkWSFntlhQgCN+kXR6dRBVg7xzV9ICWMwWoo9EcGH5SaIOhqH3sCe4X12qPVKXlAwjcTFpuW0zMwxMfH4JTmqFV8d1xr2WL4rq1lhePk54+Vj3VMDNuM9nxrFk+zEyVmfkWQl8s7zE4x0bUcPei8oVPPPEXZCpf25lxeLjGI4asGRZ0ARr0HfVo6mkyRPrTRpFRY8qNekXXIeqbtZt+iREWbqX5yeLxUJSUig//jiVeX+F0Xf0ZNx8K+QeT4oKZ/W0sXRrWI3PPvuswBvRFouFyAwTx2OzOZ1gQKVAPU87mvnY4aG/syewiiO/5DIoZKWFkhi5mazUS9g5VsIzsDd6p0qlHo8QtsLW5ichhBDiQSEJ4GIo7gWLyWSicuXKhIeHF9quZcuWjBo1isceewyNpuh9+T5b+jXzN/5hddyDOw8kOLg6Cw6tZu+Vo7jZu/Bsi0d5qc0gKrj65rYLCQkhZPdRHCoWXbM441ochutJtOzRkaDm1ieBY2JiOHHiRIHHC6ovLIStsbUvMMWJZ86MXXw/Yycnr31OY4+qPFdzEF56j9zjcVkJzAtZzNGEy9Sv+B4NWmqZOfeVfMu3pFxN5MKKk1zZeAG1nYbkCq58uy6EHAvUcNDSxcsBl3+tukvJMbM5LoPzGUYAhr3ZluEj2xX7/e4MD2XWkd1EnUnGkmpBcVbwr+PKiCZti12m4WbZCkNWDvu3XGHT0rOcPxFDQCVXeg+tR/ve1dD9U/c4ISuDI9ERbA+7RHxWBi38ghhcuzH1vKzbtEqIsnAvz08ZGXGkpkbTpElXrl+PQqVW0a5PZzwDAoi/fp1da7ZgNpnRaBRq1/ajX78nef31d/HzK/hvMN1o5lhsNkdis8nIsVDbXUv7AHvcyyARnB+LxUJm6gUSwtdhyIzEybMpnoG9UWsciz5ZiHucrc1PQgghxINCEsDFUJwLlmPHjrFkyRImTZpUZL+VKlXi6tWrBAcHM2bMGJ599ln0+ttX6N4UlRJHdOqtzYrSsjPo+/3LAHzWdzTNKjZA/a9VvL7OXvi53EjqXoq7xs/7lvHrwZVkGrN4pH5XXm03hCZBdcnOzubkyh3EKOlo3QveXM6YmI5TgonwvWcI232K1iMepd3IQXnqeuYnt75wdnaBbezsiq4vLIQtsLUvMMWJZ9vW/SxetJxv50wBQEGhtnt13HWuJBqSOZt4AQs3/qehdo3mXAo9j5OzmjfffJPXX38dT8/bV71mxmdw9vcjXFp7BrW9FoeqnqSejCowBr++dXCq7oVPVU8q1Cx6lW5+TBYzp2KjiM/KwFPvQD1vvxLboO3EkQh+/eEA2zacx93DgWdfacVjTzXG7p9EcI7ZzLawSyw6d4wrKYnU9fRlSO3GNPcLkvlLlLt7eX5as2YCW7cu4Msvz9O4sRuDBgXh4XGr1ENCgoHFi8M4ejSJt9+uQVyckUWLrvPcc88xZsyYQvc8yDFbOBVvYHdkJulGCw28dLTxt8dFVz4bO1osZlLjDv5TM1iFZ1BfnDwayRwi7mu2Nj8JIYQQDwpJABdDcS5YOnXqxPbtBW8m9F9NmjQhODiYpUuX4uPjw3vvvceIESOKrLG7+tQW3v/zCyJTYnNfC3D1YXLf0fSt17nA81Kz01lwaDVzdi/kSkIEnWu05v2uw/G5rrBu6nyqDr+xM3V+m8tdnrORXqOfJbB5bfbPWcnOrxZRsVU9+n71Jo5ervmOV5z6woGBgVSpUsWq+sJClBdb+wJTmvNTy5YtadGiBT/88AOKovDqq6/ywQcf5JsIPjprNxdXnra67zpPN6HuM82sbl8WTCYzRw+GExeThtlk5tC+a6xdcQovHyeGj2pH7/710PyzqtlssbA/8hp/nDvGmfhoGnr7M6xBK2p63FlSW4iScC/PTz17duDgwX1UquTI8OFVgfyvRebMuUytWs506uSDweDLL7+c5PDhCJ544gkmTJhA9erVCxzDaLZwNDabfZFZGMwWWvjqae2vR5tPyZeykGNMJSF8LWkJx3B0b4BXxf6oNdZtjinEvcbW5ichhBDiQSEJ4GIorRXAY8eO5fHHH6dRo0acP3+eKVOmMG/ePAIDA/n0008ZMmQIqnzq8q4+tYXnfnuX//4/8ObXl3lDpxSaBAYwmU38eWoLUzbNJSTmMl2rt6bN3EzsAz0IGtQGncetR74NCWmELd6DKSqVV7bPyl3xe3XvKVaPmoGiUfP4D+/jU7vybeOcP3+ea9euFflZ3OTo6Ejz5s2tKokhRHmwtS8wZTE/xcbG8vXXXzN9+nRUKhXvv/8+I0eOxMHhVqIiMz6D6/uucmT6ziL7bjKqPQGtKmHvaTuJji1/hzB14mZiolJzX/Pxc+aZl1tw7FA4m/4KoUo1T94a25k2HavmtrFYLByICuOHE/u5kpJIp6BgXqjfHH/H8v9vQzx47v35aTHOzmtwd9cW+DRSYqKR1NSH6dy5ComJW0lIuIDF4sMff4Swa9c1Xn75ZcaPH4+vr28+o9yQmWNmc1gGZxKM2GsUugfZU8NdV24rcNMSTxB3dTmKyg6fKk9i71y8cjZC3AtsbX4SQgghHhSSAC6GO60BHBERke8mcIqiEBgYSGhoKGp13jp0586dY+zYsaxYsYKGDRsydepUunbteqtvs4mGn/flenJMvmMrQICrL8fe+xO1qugadyaziZUnNzFl01yUozH03+uH8t/N5S7e2Fyu/6x3qNmjZZ7zU6MTWDbscxKvRvHo7Heo3LZBnuMhISGEhYUVGce/2dvbU79+fbk4FDbJ1r7AlOX8FBMTw6effsp3332Ht7c3n3zyCc8991zujaprWy6yf/KWImNo+UFnKnauZuU7LH1b/g7h3ddWUtBdtSmz+uPn78LXn2/j0L5rdOlVk3fGdcHHzzm3qclsZsPV88w7dYhUQxZDajfhiVoN0VoxDwtRUu71+Sk8/AB//TWiyHa9e88mMLAFFouFsLDdHD36E9HRJ8jJ8eL7749x8WIao0eP5t13381zowogJNHA5rAMUo15/+D9HdQMrOaEo7Z8ykLkGJKICV1EVtpVPIP64uLdSkpCiPuKrc1PQgghxIOifK5uHxBqtZoZM2YA3HbxfvP36dOn35ZcAahVqxbLly9nz549ODs7061bNwYPHkxkZCQAe0OPFpj8hRv5i4jkaPaGHrUuVpWagQ17sOetRbw5agxbO6eTqs8h7XwkiQcvkXY+Emdfj3yTvwDOvh4MWTiBwKa1WPLCZE6v3JHneOXKlWnevDk6ne62c/9Np9PRvHlzmjVrhkaj4dChQ4SHh+eboBJC3Lm7mZ98fHz4+uuvOXv2LB06dODFF1+kXbt2nDhxgsz4DIyZRqtiMGYayYzPuMt3cvfiYtI4c/w6n3204fbkL9x4zQKfjd8AFguffNmHT7/qy7FD4TzW/Qd+/+kgOTlmANQqFb2q1GJerycYWKMBv545zKsbl3MqruB6yEKIvLKyEorVTlEUKlZsR79+P9Kr10x8fT0YMSKQiRPb8dNPX1KvXj3WrVtHmtFMVEYO+6MyWXk5/bbkL0BkhonvTiazNzKTNKO5RN+XNTQ6N/xrvISLT2viw1YRd3UZFnNOmcchhBBCCCHuL5IALmUDBgxg6dKlVKhQIc/rgYGBLF26lAEDBhR6fuvWrdmxYwe//PILmzdvplatWsyePZvIQpK///bvzeKKkhaTSOyZq3TW1+XbEVPQvdyYaNdswj2yMD5Vnb4z38K1gjdRpy4TdeoyaTGJec7XOeoZ+P271H20A2tGz+LU8ls1Ru3s7HB1daVWrVqFxlCrVi1cXV1xc3OjWbNmBAQEcO7cOc6dO4fZXPZfxIS4n93t/BQcHMzChQvZtm0bSUlJNGnShDkjZ1hV/gHgyPSdXF575o7jLym//nCAZwb8SkIRyeiEuAyeGfArv/14kJ796rBs4zD6DKjH9ElbeOHx37gaeitpZa/R8mL9FnzbdQD2Gg1vbf2TGYd3kpljXXJciAeZg4PXHbVTFIWgoNYMGPAbDz30Cf7+OsaNq8WAAf4MGNCHD2f/xvyzqWyLyCq03xwL7LiexZILqRhMZX8DWlHUeAX1xbvy46QmHCXq4jzMpoI30BVCCCGEEKIoUgKiGO7mkSWTycTOnTuJjIzE39+f9u3b57uyrjAJCQl88MEHfP/999Tv0ZzwRkUnRP8c9h3tgq3bYGnXjMXs/nopACEV0tncKI5UB1PucecMNV2OeVEzwhGAtm8+RruRg27rx2I2s/7D7zmxZCt9pr5G3f4d8hyPiYkhJCSE7OxbX2bs7OyoWbMmPj4+t/UXERHBuXPncHNzo0GDBmi1WqvejxClydYeYSzv+clgMDBt2jRmTJ5OVb/KfPj8u2RsiS/4BBXUeqIR1R6pV+41gL+atIXffzxodfunXmzOW2Nv1Vc/dew6499ZQ0x0Gm9/2JlHn2yYZ1W1yWJm9aUz/HjiAJ72joxt1Zka7rJJnCg99/L8lJERR3p6DOvXjyIzs+CVwPb2HvTsOR1HR58CE8Ymk4GTJxdy5MhcTCY1K9dlkGrXhIdHf1ZkzPXctZxLMuJip6J/VSe87cunjEtm6mWiLs5Hq/fCv9rzqLVORZ8khA2ztflJCCGEeFBIArgYbOWCZc+ePTzz7LPEd3dAcc4/GVrcGsAAly9dIvzqVfZGn+Tz47/e3uCf/1IeDWjHs/X7ElipMlWDg/Pty2I2s27sHE4t20a/GaOo1bt13uMWC4mJiRgMBnQ6He7u7oXWuEtMTOTEiRNotVqaNGmCXq+36j0JUVpsZT6wtXguX77Miy++yPbt2/n0xfHUT6tGVtytlbX23o40GNaSuJNRXFp9huC+dWg0og0qTfk9kBIXk8aOzReZNO7vItuO/bQHHbpUw8snbxImM8PAV5O2snzhMdp3Duajyb3w8HLM0yY8NZn/27uJ80dj6OBWmd4N6tCkRRBqtTyMI0qWrcwHdxLPoUNzOHJkrtV9N2kyjGbNhhfaJi0tir17v+RS2DGSHftCtaFF9ts+QE+Qk4aNYZkkZZvoXdmRWu6Fl7EqLRnJF4gJXYii0uJdaUCRSWC11hmNtvz//y5EfmxtfhJCCCEeFJIALgZbumBJS0vjifdfYI/jJRSU3E2K4Na/zhs6hb71Oud7fn4+2ziHKZut/9L1Zodn+Lj3mwUet5jNrHnnG0LW7+fJXz8isFnh5R+KkpGRwZEjR7BYLDRp0gRHR8eiTxKilNjSfGBr8ZjNZr788kvGjh1Lndp1+O7jbwhw9UPv6YB3PT+UfxKel9ee5cjMXXjV96fNR13RuZTfjR2TyUzfDt8RE52afx1gBXz9nPlz+yuFJmx3bL7IJ++vQ6NV8cXsR6nXKCD32Ja/Q5g6cRMxUWm5r3n5OvHu/7rSuUfNknw74gFnS/NBcePJyIgjI+NG+aqIiIOcOPFrnpXA9vYeNGjwNBUqNAdulIGwtmTE2rPnOZVh/er7tv56WvrpWXclnbOJRlr56WkfoEdVxpuyJVzfSFLkZqvbu/l3wSOgWylGJMSds7X5SQghhHhQSAK4GGzlgiUqJS63tu93f85n0bn18K9HE72dPHi9/dN0qHbjy5Gvsxd+LkV/OYpKiePvszt4a8WkItvaa/W46J34achkWldpXGC7nGwjS56fREzIVYYu+RTPqgEFtrVGVlYWR48exWAw0LhxY7lwFOXGVuYDW40H4Pjx4wwZMoQLFy7wzDPP8NRTT9GhQ4c85SViT0SyZ8IG7Nzs6TC5Nw4+5fd485a/Q3j3tZU3fvn3/zL+k+uZMqu/VYnauJg03n1tJWdPRTHinfY0b1WJg3uvMuOzbQWeM/L9TjRvXQkvH6fbVhcLUVy2Nh/cTTxms4moqKNkZMTh4OCFn19jVFY+2fRfaUYzCenpLL2QglGxhwISuQ4ahYHVHHHRqXHSqrBYLByIzmZbRCY13LT0qeKIVlV2SeAcYwomYyo5hmRiry4DtJhzkgDwCOyL3qkiinLrxpSsABa2zNbmJyGEEOJBIQngYrCVC5Z/r9Q1hCSSsSUMtasdipMWS5oRU3I2Dp2D0NV0B+DdLsN4v1vhj0fCjQTwgsN/8unfs4ts+0aHp9lz+ShHI84wpstLjO78YoGlJrKS0/hlwFiMWQYe/uI19C5Fr9x18nHHycc932MGg4Fjx46RmZlJ06ZNcXKSZIkoe7YyH9hqPADLly/nzTffJCIiIve1ChUq8PXXX+fZYC41PIkdH6zDkmOm/eReuFb2KI9wgZurdDcTE5Wa+5qvvzPvfNSlWKt0jQYTX0zcxPKFx4o1/tBXWzBq9EPFOkeI/7K1+cDW4glJNLDyUhpggX8lTrGYAYX+wU7UzKfcw8UkA6sup+PjoGZgNSccyqF0TXLMHuLDVvPvu1RqrSteQX1xdK9X5vEIUVy2Nh8IIYQQDwpJABeDrVyw3FwBvPmvDYwePop8/1+oKEybM50uvbtbvQK4uCUgRnd+EZWiYuqWH2kf3IwfB0/Cw9Et37abPvmZw/PWWd13QRvM3WQ0Gjl8+DDZ2dmSBBblwlbmA1uNZ/ny5Tz22GP5zk+KorB06dI8SeDM+Ax2jl1HRkwq7Sf1xrP27RtClhWTyczRg+HExaTh5eNE4+aBd1ynd+Qny9g9/2L+ZSX+w/5Rewb3a8qIDm3vaCwhbrK1+cBW4rlZXuLPP+eS7phDZsURWHS35holOwb7sNk4pmvo129YvuUlrqfnsOxiGnq1whM1nHHRlV0SOD3xFNGXfyvwuG/VoZIEFjbPVuYDIYQQ4kEjCeBisKULFpPJROXKlQkPDy+wTUBAANeuXcvzuHVholLiuJ4cw+D5o4hNK3jnbW8nDxY+O50AVx/8XLzYeekQz//+Hi56J35/9ktq+96+MVxaTCLnNx5g4/9+pMHjnanzaAf+GPwxAF3GP09Ao+qo/pVgKWwF8E0Gg4EjR45gMBho1qwZDg4OVr1PIUqCLc0HthaPNfOTr68vEREReeYnY7qBnWPXkXwlgQ6Te+NZx7cswi1V56/F8uPM3WxeHlJkW30PPe37VOOTnr3QqGRjOHHnbGk+sKV4Dh2aw6FD35OSYsTVVQuKmhyneli0nijGeDRpp8BiIjnZiIuLlmbNXs53g7nELBOLLqRhAZ6s4YS73Z2VpCgOi8XMtZOfYzImF9hGrXWlYv338pSDEMLW2Mp8IIQQQjxo5ArxHnTs2DHGjx9faHIF4Pr167z88sscO3bMqn79XLxoElSHqf3fRyHPvnLwz+8KMLX/+zQJqpO7qrh9cDM2v/4LDjp7esx6nrWnt93Wd5rehLpTJaq/1IUTi7ewbPjnucc2T/yZxcM/4/iJY0S7G4h2N5CmNxUZr06no0mTJmg0mty6wEKI8mXt/BQdHc2gQYPyzE9aRx3tJ/fCLdiTHR/8RdzpqFKOtvRtXRFiVfIXIOvvLHavusT/dv9NVk5OKUcmxIPHbK5JdHRt3Nx0KIqCghlt2gl0iVvRpp1AwYyiKLi56di1S4PJVCPfftz1aobUdEajwIKQVOIyi75muVtZaaGFJn8BTMZkstJCSz0WIYQQQghx75EVwMVgK3esO3XqxPbt261uX7duXU6dOlWsMVaf2sIHq6dyPTkm97UKrr5M6vsOfet1zvectOwMRiz+H2tOb+XD7q/y9kMvoPyzwcrN8hI1wh3ov/fGqj7lXylmyz/PR69sHc35wAyr6xYDJCUlcezYMezs7KhduzaKopCamorRaESr1eLs7JwbB4CdnR12dnbF+jyE+C9bmQ9sLZ7izk+VK1fm8uXLef5GczKN7Bq3nsQLcXT84mE8apZfOYi7FReTxu5LoXz62josyQX/z63iqjBuVi+cnPVMP7+TYDdPPmnXE2edzFWi+GxlPrC1eHr27IDBcI4nn6xYZNvt22PYu9fA2bNXC7xmSDea+eN8Khk5FobUdMZTX3orgdMSjhET+keR7XyqPImTR6NSi0OIu2Ur84EQQgjxoJEEcDHYygXLsWPHWLJkCZMmTSqybc2aNQkJCeGnn37i+eefL9Y4JrOJvaFHiU6Nw9fZi9ZVGhe40dtNZrOZKZvnMmXzXJ5vOZApj7yLWqUmKiWOqKQYtg36kuzYlALP1/u40HHR2/i5+VhVtxjg0qVLhIZav+KlSpUqBAffXqZCiOKwlfnA1uIpzvzUvn17du7cyciRI/nyyy9R/avsQU6mkR3v/0VqWBKdvuxbrhvD3a0t1y4y4cf1pP+WXmAbx6GO/O/FnnSuWI0z8dGM27UeL3tHJrfvjae9lLcRxWMr84GtxbNmzQT27VtExYpF/01du5aBRqNi/35/lixZUeBeAxk5ZhaGpJJlupEELq1yEJmpl4g8X/Q+Df41hmHvLNc4wnbZynwghBBCPGikBMQ9qFGjRkycOJHAwMA8q+b+TVEUgoKCOHHiBMOHD+eFF15gxowZxRpHrVLTLrgZAxv1pF1wsyKTvwAqlYr3uw1n+oBxzD+wgud/f59MYxZ+Ll54XLcUmvwFyIpJweO6xerkL0BgYCAtWrTA39+/0HbVqlWjRYsWBAYGWt23EKJ4ijM/bd26lW+//Zavv/6aF198kZx/lT3Q2Gtp92lP7L0d2fHeX6RFFj532DJPvQO6ejochzqiuOb9TBRXBcehjujq6fDU30hK1fH05auH+pFqyGb0ttUkZGWUR9hC3Hc6d36N119fRHJyTv4b6AIWi4Xk5Bz69x9NQIAzzZpF8sgjXUlMTMy3vYNGxRM1nNGqFP44n0aKwVwqseudqqDWuhbRSoXOvvBrISGEEEII8WCSBPA9Sq1W5yZ0/5tkufn79OnT0el0fPvtt7z33nuMGjWKjz/+uMAvPSXpmRb9+e3pqWw+v4eBP75OUkYKaTH5f3n6L2vb3WRnZ4ezszMJCQVvXAcQFhaGs7OzlH8QopRZOz+p1WpeeeUVfv/9d3777TeeeOIJsrOzc9vqnO3o8FlvNHoNOz9YhyElq+zeRAmJz8xAr9HiZmePrp4O1/dccRrmhOOTjjgNc8L1PVd09XS429mj12iJz7yR7K3k4s7UTn3IzDHy7va1JGZllvM7EeLe5+DghZ9ffQIDBwHcdj108/fAwEE0a/YCAwb8TNWq/vTokcWjj3YiKir/uuROWhVP1nBGARZdSCUzx4zZYuFaqpEzCQaupRox3+W1l6Ko8ArqW0QjFXHXVpTJdZ4QQgghhLi3SAL4HjZgwACWLl1KhQoV8rweGBjI0qVLGTBgAHAj4fLZZ58xefJkJkyYwNtvv10mXw561unAymHfERITysNzhmF0su6xSCcf92KPlZiYmCdxlJ/s7OwCV/AIIUqWtfMTwODBg1mxYgV//fUXffv2JSPj1opXvbsD7Sf3xpCaxZ4JGzEbS3+zpZK09vIZXt+8gqTsGwlcRaWgDdaia6RDG6wF5UbSKTY0ldc3r2Dt5TO551ZwcuWLTn1INWTx3o61JGffewlwIWzR4MFjcXEZSEpK3tW6KSlmXFwGMnjwWAC8vGoxaNACAgKq0L+/miee6MTVq1fz7dNFp2JQdScyjRZ+D0nl25PJLDyfxurQdBaeT+O7k8mEJN7dZrWO7vXwrToUtTbvY/NqrSu+VYfiU2UQ6YknSY07eFfjCCGEEEKI+4/UAC4GW61ZZTKZ2LlzJ5GRkfj7+9O+fXvU6vyTrd9++y0jRoxg5MiRfPXVVwU+ol2SQmJCeXTuq7jYOTNwkSOmhPQ8G8DdZMGC1suJt/b8iEpdvHsTUVFRVm10V69ePfz8/IrVtxD5sbX5wNbiuak489O2bdvo06cPrVu35s8//8Te3j73WNypKLa/u4agTtVoPqZjmcxdJSE+MyO3hMPRmAiWhJzITQYDuNnp0eyycGVNLGO/6Umb1lVvq/l7NSWR0dtW42nvyJSOD+Oi05fpexD3HlubD2wtnpuMRgMbN/5CXNw1vLwq0q3bM2i1utvaZWensmrVCGJjz7BqVTo//bTptnJSaUYzaUYzJ+KyORpbcKK3UwU9lVy0OGlVOGmtu9bJMaZgMqbm/m7KySbqwvcAeAT2Re9UEUW50Vdi5BYykkIIrPMGOntfq/oXoizZ6nwghBBC3O8kAVwM98sFy80k8JgxY/j888/LJJFyMfYq/b5/BbeQTPrt9gbIkwS2cOM/wx1dsln93Qqr6g3/W0JCAkeOHCmyXZMmTfDwuHc3kxK2w9bmA1uL507t2LGDnj170rFjR1auXJmnZMu1LRfZP3kL9Z5vTu0hjcsxyjtnspg5FRtFfFYGnnoH6nn7kWMw8+bzSwg5E83cP4ZQvZbPbeeFJicwettqApxcmdLxYew12nKIXtwrbG0+sLV47kROTjZr1rxNVNQ+NmzIYtasTXn2Hth1PZPdkdav0m/rr6ddgH3RDYGE6xtJitxsdd8qtSNqrRMVar+OSiVzhbAt98N8IIQQQtyLJAFcDPfTBcuMGTMYNWoU48aN45NPPimTMZccXcfwRR9RI9yBLse8cMnU5B5Lsc9hc6M4zgdm8Oew72gX3KxYfVssFnbt2lVoGQg7OzvatWt3z6wcFLbN1uYDW4vnbmzevJk+ffrQrVs3li5dik53a0Xe6V8Pc+aXw7Qa14XAdlWIPRVFVnwGek8HvOv5oRTz6QFbkZaazctDFpAQl8GPi5+iQpDbbW3OJ8YyetsaGnj7M6FNd9Sqe/O9itJna/OBrcVzp8xmE+vWfUhExCY2bzYwc+YmfHxu3LBJM5q5mGTg72tF1+vuUdGeam66O14BXGScOVlEXvwJV5+2eAb2tvo8IcrC/TIfCCGEEPcaTdFNxP1o5MiRGI1GxowZg1arZfz48aU6XlpMIinhsQCcD8zgQoVrBMbqccpSk6Y3Ee6dheWfvGzImTM0cg4uVi1gRVGoWbMmJ06cKLBNzZo1JfkrxD2gS5curFy5kn79+vHkk0+yaNEitNobq9jqDG1CWkQyBz7bylHnPWQn3kq22Hs50mhEGwLbVymv0O+Yk7MdX//0OC8O+p03nlvMD4uewsPLMU+bGu7ejG/djXG71jH98E7ebtYhz5yW3+pitSJJYiFKikqlpnfvyaxbp6FLl/W8/XZ3pk/fhJeXF05aFTorb0Dp1NaXfwDQaF3QaIuXKPMI6EZCxN84utVF71SpWOcKIYQQQoj7j3wzfICNHj2a//u//+N///sfM2fOLNWxji3cyJH/W5L7u0WBMJ8szlZMJ8znVvIX4Mj/LeHYwo1W952dnU1KSgp6vZ5q1arlJopuUhQFjUaDVqslJSWlyM3ihBDlr0ePHixbtow1a9YwbNiw3I0rFUXBr0VFzDnmPMlfgMy4dPZO3Ej4ztDyCPmueXk7MWveINLTDLz5whLS026fq5r5BTK6eSfWXwlh/unDua/vDA9l6NqFjN6+hsn7tzB6+xqGrl3IzvB787MQwlYpikKvXp9QoUJvOnTQ8N57vUhLSwPASWvdTWZr290NV98O2DkGEXNlMWbT3W0+J4QQQggh7n2SAH7AjR07lnfeeYeRI0eyaNGiUhun0eBujP3+K3wdPPPZ/u0W5wwNvTr1pNHgblb3HR4ezoEDBzhw4AAXL17EaDTmOW6xWMjJyeHw4cMcOHCA8PDwO3wXQoiy1KdPH3755Rfmz5/PBx98AIDFZObk3P2Fnnfs2z1YTOayCLHEBVZy5+ufH+falUTGvb0GUz7vo2ul6rxUvwW/nz3C6ktn2BkeysS9G4nLTM/TLi4znYl7N0oSWIgSpigKvXtPwN+/Ny1bWvjww94kZmSjUYGDpvDkroNGQaO6UTKidGNU4V35cUyGFBIi1pfqWEIIIYQQwvZJCQjBlClTiIqK4umnn8bLy4suXboAYDKZ2LlzJ5GRkfj7+9O+fXvU6uJtznaTk487Tj7uTFG9x3O/vYsC/Lv49M2vS6/5P8y5X3bT9tWBVvcdGBiIt7d3oW1iY2MJDQ2lWrVqeTZtEULYtieffJKoqCjeeustAtz8eLh+DzLj0gs9JzM2ncvrQwhoVQl7T4cyirTk1Kzjy6QZ/Xj75WXM/Hwbo8Z2vq3NoJoNCU9N5usju3DS6vLp5ZaZR3bh4+CEl70jnvb33uchhC1SFIU+fSawdKmBunU3MWPpr9jXvXXtYrFY8pRoufl7Ro6FX8+lFWsTuDul03vjUaEH8eFrcfJshN6xYqmOJ4QQQgghbJesABaoVCp++uknOnfuzKOPPsqRI0dYvnw5lStX5qGHHmLIkCE89NBDVK5cmeXLl9/VWH3rdWbe0Cn4ueRN2Oo0On4YPJlRI8fg4OHK1km/WN2nnZ0dLi4uhf5UrVoVb29vrl69elfxCyHK3qhRo3jvvfc49NMujkzfadU5R6bvJGTJ8VKOrPS0eyiYtz/szG8/HmTlotvfh6IoOPxT7ibNWPjj3YnZmby+eQVLQu7dz0MIW6QoCo89Nhk7u1b45SzGuPsznq3tjNO1dSjZsXnbZseSeHo1Tb3teLa2M4287cokRhefNugcAoi7uhyLxVQmYwohhBBCCNsjCWABgE6n45tvviEoKIgOHTowcODA20olhIeHM3DgQKZOncqRI0eIjIy8o7H61uvM3rdv1QMe3+N1zGYz68/uQKPX8dAHT3Nh0yGu7D55V+/p3xRFoXbt2iiKwpkzZ3LriQoh7g2TJ0+mRo2axTonPb3wlcK27olnm/LYU42ZPH4Dh/befvNKKbSgjhCiLCiKwjPPzCQrxQkf/WYmvd8GTcw0XE8NxSnkHRwvT8Ip5B1cTw2lSuYM1iybzKGjO4gNP1tG8anwrvgohsxokqN3l8mYQgghhBDC9kgCWOT67bffOHPmTJFJkzFjxtC0aVPmzJlzx2OpVbdKSQxr+wTfPfkJS4+v55O/Z1Hr4dYENK7O9im/YzGXXI08nU5HnTp1iI+PJyIiosT6FUKUPkVRMNXV8N6+T4nPSsRcwE0cs8VCXFYC7+37lK3xe8o4ypKlKAqjP+pCs1YVefe1lVwLTchz/PGaDRnVpL1VfY1q0p7HazYsjTCFeOApioLJZIfZbCEwMAsAlWJBm3YCXeJWtGknUCk35qwA42pOmf1Ytnp6mcVn5xiIi08bEiM3YsxOKPoEIYQQQghx35EEsMg1fPhwq5O6c+bMYfjw4Vb3HZUSx/GIc7k/J6+H5B47eT2Eqp5BvNpuCDO2z2fC+pnUf60PUacuc3bt3mK/j8J4eXlRoUIFLly4QFZWVon2LYQoXS+PeoWRn77DzyGLUOC2JLDZYkEB5oUs5v1p43jxjWHlEmdJ0mjVfDbzEdw8HBj96goy0m+Ve/C0d6Bn1Zp42TsW2oe3vSM9q9aU+r9ClKIBA8ZhMLTBzU2Xp/bvvymKgpubhvgzf+PdaWKZPo3kEdAdldqeuGur5CkoIYQQQogHkCSARR5xcXEl2u6mefuX8dDMobk/vb97KfdY7+9e4qGZQ5m983cAvt7+C19f/5Pgzk3Y+eUfmAw5xRqrKNWrV0ej0XD27Fn5EiTEPSY9PZ0DsUeZdmIOCdmJeY4lZCcy7cQcDsQeLfYcZcucXfRM++5Roq6n8Mn76/LMW2pFxYhGbQo9/9VGbVAr8j/3QpQmvd4Dg5XXK66pl4ky6tkfnV3KUd2iUtvhVfERMlNCSE86VWbjCiGEEEII26Ap7wCE7ZgzZw4TJkywqu2HH36IwWDg448/tqr9cy0H0qtOxyLbmc1mPv17FuvObOfpoZ9w+aWjHPtjE02f6WnVONbQaDTUqlWL48ePExUVhb+/f4n1LYQoPf+eow7EHuVg7DFqu1fHXedKoiGZs4kXsHAjOfrxRx8Xa46ydVWqefHxF715d8RK6jTw4+lhLXOPtQ+swvjW3Zh9bA9xmbdK+HjbO/Jqoza0D6xSHiEL8UCZO3cGa9cu4sUXqxbZdvWS3+kX1IsdtCbQSUOgU9lcjju61cXBtQ7xYatxcKmBSl02G9EJIYQQQojyp1hkCaTVUlJScHV1JTk5GRcXl/IOp8RFRkYSHh5Onz59iImJKbCdr68vq1evJjAwsFSSp9k5Bh79YQSX48L4JL47UbvO8vLWmdg52ZfoOCdPniQhIYHWrVuj0+lKtG9x/7O1+cDW4ikN1s5Rnnp35r85hyaj2t13N3hmTd3O/Dn7+WbeIFq0rZznmMli5mh0BDOO7CI7J4c5PQbibidlHx5EtjYf2Fo8pWHbtmmcO7eAlBQjrq7afMtAWCwWkpONuLhoqVnrKa77DyM528QLdVzQa8pmlb4xO4Hw01/i6tsOjwold3NdCGs9CPOBEEIIYYvkmVCRy9/fn+bNm/Ptt9+iKMptX15uvjZ79myaN29eaokVO42OX4Z+gV5rx/ceB8lOz+TAD6tLfJyaNWsCEBISUkRLIYQtsHaO+mT0x2QcScQcWnaPV5eVV95qT4u2lfhg5J9ERiTnOaZWVDTzC+KLjn3IsZiZdnBHgZvlCSFKVosWz/LYY7/j5dUN4LYSUzd/9/LqxmOP/U7LFs/Qt4ojBjP8fS2jzEpSae08cPXrQFL0TozZ8WUyphBCCCGEKH+SABa3GTBgAEuXLqVChQp5Xler1fzyyy8MGDCg1GPwcnJnwbNfEpITSWRTOw7+uJq02KQSHUOn01G9enWio6Pvq3qhQtzvCpqjfH19Wbp0Ka9MfIOA1pU4/NVOspPvr80e1WoVn37VD0dHHR+8uQqjwXRbGz9HZ95v8RAHIq+x8NzRcohSiAePg4MXXl61eOGFabi4DCQlxZzneHJyDs7Oj/LCC9Pw8qqFg4MXLjoV3Ss6cC7RyJkEQwE9lzw3306oNU7Eh68tszGFEEIIIUT5kgSwyNeAAQO4cuUKW7duZcGCBcyfPx97e3uWLl2K2WwuuoMSUMevGj8O/j/+8DmDwZLDvu9WlvgY/v7+eHp6cu7cOUym2xMpQgjb9O856scff6RixYq4uLjQpUsXFEWh6aj2WExmjszcVd6hljg3d3smfd2Pc6ejmTV1e75tWvhX5Kk6TZh/6hCHo8PLOEIhHmyDB49l1Kj9BAa+gp1dL3btUmFvr8LePuq2lb51PHTU8dCxMSyTFEPZXF+p1Do8A3uTkXSGjJQLZTKmEEIIIYQoX5IAFgVSq9V06tSJwYMH88wzz7Bw4UL+/PNPPvnkkzKLoVutdox79E12VY3l8O/rSY1OKNH+FUWhZs2aGAwGQkNDS7RvIUTpujlHvfDCC2zcuJHo6GiefvppzGYzeg8HmrzZjvDtlwnbdqm8Qy1x9RoG8OZ7nfjtx4Ns35R/AmdonSY08Q1k8r4txGSklXGEQjzYtFodvXu/xLPPfsKsWZvZtCmH2Nh97N4947a23YLs0algTWh6mZVtcXRvgN6pMvFhq7FY5Aa4EEIIIcT9ThLAwmoPP/wwn3zyCR9//DGrVq0qs3FfaTuY6k90IIscVk6ZW+L9Ozg4ULlyZa5evUp6enqJ9y+EKH01atRgwYIFrFmzhgkTJgAQ1CmYwI5VOfL1LrISMso5wpI3+LlmdOxanQnv/kVkRDImk5lD+66x/s8zHNp3DczwQcvO6NRqJu3bjKmMnt4QQuTl7OzMtGkrWLcunjNnfiMkJO++BnqNij5VHAlLy+FgdNnULlcUBc+gvhizYkmJ3VcmYwohhBBCiPIjCWBRLGPHjmXgwIEMHTqUs2fPlsmYiqIw5cmxxLRy5Nqfhzh//lyJj1GpUiX0ej3nzp0rs41YhBAlq3fv3vzf//0fEydOZMWKFQA0eaMdilrFoa923Hd/24qi8L8pvXF00vHas4vo2+FbXnlqIePeWs0rTy2kb4fvOLztKmNbdeFsQgy/njlc3iEL8cCqVq0aL788m1274ti2bSLXr+f9e6zorKWFrx07rmcSk5FTJjHZOVTA2as5idc3Ysq5/26SCSGEEEKIWyQBLIpFURTmzZtHpUqV6N+/PykpKWUyrlatYdznn2HSwvT3PybTWLIbO6nVamrWrEliYiLR0dEl2rcQouy8//77PPbYYzzzzDOcO3cOO1c9zd5qT+S+a1zdeP/VunRx1TNwSGOuhSYSE5W3zENMdCrvvraSmMPJPFu3GQvOHuVIdEQ5RSqE6NWrF3XqvExISDJr144kKelqnuPtA+zx0qtZHZpOjrn0b1jlGFNwdKuP2Wwi/tqfZKWHkRK7n8TIraTE7icrPYzsjIjcnxxj2VzzCSGEEEKIkicJYFFsTk5OrFy5kqioKF544YUyW1Xn7+tP/We6EnjSxLvzJpb4uF5eXvj4+HD+/Hlycspm9Y0QomQpisLPP/9MUFAQAwcOJC0tjYA2lanUrTpHZ+0mI+b+qoVrMplZ/OuR/A/+M0VO+2Qzj1WvTyOfCnx+YAuJWZllF6AQIo/33vuAiIg6REWlsHr1a2RlJeUe06gU+lRxJDHbzPaI0v87TYndT9TFH8FiJC3xGNfPzSLu2goSr/9N3LUVXD83i4izM3N/UmL3l3pMQgghhBCidEgCWNyRatWqMW/ePJYtW8b06dPLbNzerz+D1lFPzJLDfL9nUYn3X6NGDUwmE5cu3X+bRgnxoHBycmLZsmVcvXqV4cOHY7FYaDSiDVoH3X1VCiLkTDRzpu8kJiq14EYWiI5M5YcZu3nMtR5mC0w5sLXMNpoSQuSlKApz5/7Cn39mk5AQyfr172AyGXKPe9ur6VDBnkMx2VxLNZZqLC7eLalQ+w3cAroX2s6jQi8q1H4DF++WpRqPEEIIIYQoPZIAFnfs0UcfZfTo0bz77rvs2rWrTMa0c7Kn/SsDaXzFjc+XfM3uyyVb01Kv11O1alXCwsLKrLyFEKLk1a5dmx9//JEFCxbw7bffonOyo+lb7Yk+FM6Vv8+Xd3glYtonm/lptnWbN/00ex8/fL6bd1t04lB0OEvPnyjl6IQQBXFxceGnn5YyZ84VoqJOsH37J3luTDX3sSPIScNfVzLINpXezRqN1gWdvT+pRazsTY7Zg87eH43WpdRiEUIIIYQQpUsSwOKuTJ48mdatWzNo0KAyq53b5OmeOLg48Uh4MM///j5Hw89wPOJc7s+RsDPM37+cL7f+xPz9yzkSlvd4VEpcof0HBQXh6OhISEjIfbNSUIgH0RNPPMEbb7zBqFGj2L9/P/4tKlKpWw2Of7eXzLj08g7vrr3zURdeGNHKqrYvjGjFOx91oblfEE/UbMhPJw9wNj6mlCMUQhSkfv36vP/+V/z44yUuXlzH0aM/5h5TFIXelR3IzDGzJfz2zdnMFgvXUo2cSTBwLdV4Vyv6s9JCMRmTC21jMiaTlRZ6x2MIIYQQQojyp1hsPMOVlpbGuHHjWLx4MQkJCdSqVYv333+fJ598stDz5s2bx/PPP5/vscjISPz8/IodS0pKCq6uriQnJ+PiIqsgboqMjKRx48bUqVOHDRs2oNFoSn3M/XNWsePLP1j+WDpJDgaiUwtP6v7bu12G8X634YW2SUxM5PDhw9SuXZsKFSrcbbjiPmRr84GtxWMrDAYDHTt2JCIigiNHjuBi58zfLy3BvboXbT/pgaIo5R3iXTGZzPTt8B0x0am5NX/zUMDXz5k/t7+CWn3jnm+O2czbW/8kMSuTb7sNwElnV7ZBi1Jna/OBrcVjS1555RUiI9fy8MO+dOkyieDgW+UYjsVm8/e1DB6r5kSwqxaAkEQDm8MySDXe+oN31ip0CXKgpruu2OOnJRwjJvSPItv5VHkSJ49Gxe5fiP+S+UAIIYQoHza/AnjAgAHMnz+f//3vf6xbt47mzZszePBgFixYYNX5P//8M3v37s3z4+npWcpRP1j8/f1ZtGgRO3bsYPz48WUyZuOne6B3ceSN9HYkZ6bQvVY7Pu71ZqHnTOg1kq1v/MZzLQcW2b+7uzt+fn5cvHgRo/FWDT6LxUJCQgJRUVEkJCTICmEhbJxOp2PJkiVkZmYydOhQ1A4amo5sR+T+a1zbdKG8w7trarWK0eO73Pglv1y25cZK4ZvJXwCNSsXYVl1INWbz1eGdMo8JUY6mT59ORIQvp09ns3Xrx8TEnMo91tBLR1UXDeuupJOZYyYk0cDKy+l5kr8AqUYLKy+nE5Jo+G/3RVJrnUu0nRBCCCGEsE02nQD+66+/2LhxI7Nnz2b48OE89NBDzJ07l27dujFmzBhMJlORfdSrV49WrVrl+dFqtWUQ/YOlY8eOTJo0icmTJ7N69epSH0/noKfFy/2IWH+UaR3eZsO5XXy19acC2yvA93v+oJ5/dfxcvKwao3r16pjNZi5evAhATEwMu3bt4siRI5w6dYojR46wa9cuYmLkMWohbFlgYCALFixgw4YNfPrppwS0qUzFLtU4+u1eMuNvf7z6XtO5R02mzOqPj2/eBI2iUqhR24dO3Wrcdo6fozPvNOvAjvDLrL18tqxCFUL8h16vZ+nSpSxceJ24OAt///02aWlRwI1SEL0qO5JjtrDqUhobrhU+X224lsH1dCNpRrP14ztVQa11LbSNWuuK3qmK1X0KIYQQQgjbY9MJ4BUrVuDk5MTjjz+e5/Xnn3+e69evs39/4ZtWiLI1ZswY+vfvz9NPP83ly5dLfbzGT3VH7+yIx44EHqnXleSstALbWoCI5Gj2hh61un87OzsqVapEREQEISEhnDhxguzs7DxtsrOzOXHiBFeuXCElJeW240II29CtWzcmTpzIhAkTWL9+PY1GtEGlUXHk6/tjBWznHjVZveMVvvt9MJ9+1Zfvfh/MjB8Gcv5sDL/9cCDfc9oHVqVP1dp8e2wvockJZRyxEOKmypUrM2/er0yadIi0tCzWr38Lg+FGnXInrYpKLlquppnIyCl8rsrIsfDruTSOxVp3LZJjTMGQGYmrT5tC27n6tMGQGUmOUTbHFUIIIYS4V5V+sda7cOrUKWrXrn1bTdkGDRrkHm/TpvCL1j59+hAbG4urqyudOnVi4sSJ1KtXr9BzIiMjiYyMvO31tLSCE4zixkqVn3/+mWbNmvHYY4+xZ88e9Hp9qY2nc9DTYlg/dny5kE6zHmHVqU1FnlOcWsEAZvONVTRhYWGFtru5SrhKlSoEBwcXawwhikPmpzs3duxY9u7dy1NPPcXRo0dp8kY79k7cSNjWS1TsXK28w7trarWKZq0q5nnt2eEtmTVtB42bB1K/8e31zF9p1JpTcVH8377NfNPlUfRlUMNd3L9kfrpzvXv3ZuTI95k06Uv+9z8TW7aMo3v3qahUarpVdCAhK5W4rKJX9rYP0NPAy7q63imx+0mK3Fxku4SIdRABbv5d8AjoZlXfQgghhBDCttj0N734+HiqVq162+seHh65xwvi5+fHhx9+SKtWrXBxceHkyZN89tlntGrVit27d9OwYcMCz50zZw4TJky4+zfwAHJzc2PZsmW0atWKN954g7lz55bqeI2Hdmf/3FUkbD5nVXtfZ+vKP9wUFBSE2Wzm2rVrRbatVasW3t7exepfiOKS+enOqVQqfv31V5o0acLjjz/Ojh07COxYlaOzduPTOAC9u0N5h1jiXn2rPUcOhPHhqNX8vvo5nF3y3pSzU2sY17orr21aznfH9zCqaYdyilTcD2R+ujsff/wx+/btY9688zzzjJH9+7+mdeu3AKjvqWNrRFaRfThorN/Y0sW7JY5udXJ/t1jMGDKuY8rJICvtKpkp5/ENfhqN7sZGXVIHWAghhBDi3qVYbPjZ1xo1ahAcHMy6devyvB4ZGUlAQACTJ0/m/ffft7q/K1euUL9+fTp37syqVasKbFfYCpaOHTvKrrVW+Pnnn3nhhRf46aefeP7550t1rE0zF3Lom1X8NCSOuMykAtt5O3mw8NnpBLj6WF0HGCAqKopTp04V2a5evXr4+flZ3a+4t5XXLtYyP929Q4cO0bZtW4YNG8a0T79g/UtL8GngT+vx9+fKtuvhyQzp8zOt2ldm8tePoCi3J4j+unyOrw7vYFyrrnQMuv3Gq7i3yPx074qNjaVx48b07BlIixY5tG8/lnjXXuyOLDr5e1Nbfz3tAuzvKg6zKZuwU1OxdwnGp8qTd9WXEP9WXvOTEEII8aCz6RXAnp6e+a7yTUi4Uavw5kpga1WuXJl27dqxb9++Qtv5+/vj7+9/2+spKVL7zFrPP/88e/bsYcSIETRu3JhGjRqV2liHqiSSqTJS4ZSJuEKqL8SmJdB11jO822UY73cbbnX/Op2uRNsJcTdkfrp7zZo14+uvv+aVV16hdevWdHi9Lfv+bzPhOy4T2OH+S34GBLoybnJP3n99FS3aHGfA4Ea3telVpSZHY8L56vAOanh44e8oX8pF8cn8dPe8vb1ZsmQJHTp0oHr1nuza9TmtO3nwiF8g17N0HEx0Aiyg/GsbD4sZUGjunkaA3oCnoxtwdwlgldoO9wrdiLu6HBeftugdg+6qPyGEEEIIUb5sehO4+vXrc/bsWXJycvK8fvLkSYAia/nmx2KxoFLZ9Nu+b8ycOZPatWszcOBAEhMT8xwzmUxs27aNhQsXsm3bNkwm0x2P81yHQTR6oSe9TvjxYZuX8HHwIChGT+1rjgTF6PFx8GBCr5FsfeM3tr7xG8+1HGh139nZ2ajV6iKTuzqdDrVaLZvACXGPePnll3n66ad5+eWXSfLMoEK7yhyZuYvs5CxyDEY2zP+LPz79hQ3z/yLHYCzvcO9a1161GDikEdM+2czFkNjbjiuKwqimHXDW2TFp3xZyzEXXGhVClI7WrVszbdo0xo5dg1odxL7tY9mx9kkubh6Aw+WJKMa8iyMUQxyOlydycfMAdqx9kqsXlpVIHM6ezdDqfUkIX3tfbJYphBBCCPEgs+kSEOvWraN379788ccfPPHEE7mv9+rVixMnTnDt2jXUarXV/YWGhtKgQQO6du3KihUrih2PPLJUfKGhoTRt2pS2bduyatUqVCoVy5cvZ+TIkYSHh+e2CwwMZMaMGQwYMOCOxjGkZ/Fdp9fwrVuFuAvhpEXd2tHe3seVHh+/RM0eLYvd76VLlwgNDbW6vWwC9+CwtfnA1uK5F2RkZNC6dWs0BhWL5/zBiWl7uGqOwCHFDneda267REMyDm09efj5fgDoPRyw97z36gVnZRl59tFfsFgs/LLiWfT22tvanI2P4a2tq3i8ZkNerN+iHKIUJcHW5gNbi+deYLFYeOqpp9iwYQ1fftkelcqC2WwgKysJCypynOph0XqiGOPRpJ1CwYy9vQc9e07H0dEHB4fi7XlQkIzk80Rd/Anf4KdxdKtbIn2KB5vMB0IIIUT5sOkEMED37t05dOgQn3/+OdWqVWPhwoXMnTuX3377jaeeegqAF198kfnz53Pp0iUqVaoEQNeuXenQoQMNGjTI3QRuypQppKamsmfPnjtaPSwXLHfmZiL/1VdfpWrVqowZM6bAtl988QWdO3cu8DHSwqx+ZyZnVu687XULoCjQf9Y7xU4CZ2dn567qTUhI4MqVK3lWpOt0OipWrJhbjsTOzg47O+t23xb3NlubD2wtnnvFpUuX+F+f93gksDvnky9T3aUKQJ46uWaLBQW4kBJKDdeqBPWvQavXOpVPwHfp8oU4nu4/n96P1OXDST3zbbPo3DF+OHmAye1708wvsIwjFCXB1uYDW4vnXpGenk7Lli3R6w288ooPZnPRdYBr1HiHmjU7FfsaqjCRF34iJzuBwDqjUFQ2XT1O3ANkPhBCCCHKh83XQli+fDlPP/0048ePp2fPnuzfv5+FCxfmJn/hRjkBk8mU5/G0+vXrs2jRIp555hl69OjBlClT6Ny5M4cOHbqj5K+4c7169aJjx458++23hSZ/AcaMGUPTpk2ZM2eO1f2nxSRy/fhFruw4nu9xBbBYYMP4H7h+/CJpMYn5tsuPnZ0dLi4uuLi4ULlyZTp27IiHhwdqtZoGDRrQvn17KleunNtGkr9C3FuCg4PRNnDkvX2f4mnnDnDbJmkqRcECeNi58d6+T9kUsaMcIi0ZVat7MeZ/XVmx6Dgb1pzNt83jNRvS1DeQKQe2kpiVUcYRCiFucnR0ZPny5Zw8eZWVKy9Zdc67775WrGsoa3gG9saYHU9K3P4S7VcIIYQQQpQdm18BbEvkjvWdi4iIoEePHpw+fbrItnPmzKFv375Wr17ZNWMxu79eanUsbd98jHYjB1nd/r+ys7PZu3cvvr6+1K5d+477Efc2W5sPbC2ee0lkZCQfPv8evUztimyb2hF6vWj9/GSLLBYLH45aze5tl/h99fMEVnS7rU1iVgbDNyyjqpsnk9r3QvWfpLiwbbY2H9haPPeaH3/8kSlTRvHOOzWtaN2Hvn2Hl/gcFXt1GemJpwmqNwa15u42mBMPNpkPhBBCiPJh8yuAxf2hQoUKjBw50qq2zs7Oxfri0mhwN9q/86RVbSs+355Gg7tZ3Xd+7OzsqFq1KhERESQnJ99VX0KI8ufv70+3tl2sauuA/p5O/sKNFc5jP+2Bm4cDY0f+idFw+yac7noH3mv5EIejw1kSchyTxczxmOtsuXaR4zHXMVlkkzghysrgwY9Qt25LEhIMBW7GZrFYSEgwAI64ut5e3/tuuQd0w2LJISlqa4n3LYQQQgghSp8kgEWZqV69ulXt7iS54uDubFW7BefWE5kcU+z+/yswMBAnJydCQkJkZ2wh7gOeFb2taucRVDIbK5U3J2c7Js3ox/mz0cyedntJi/jMDFx0erpXrsGPJw/w2KpfGb19DZP3b2H09jU8ufp3Focc50JiHBcS44jPlFIRQpSWM2eWUaVKGIsXhwHcdt1x8/fFi8MICfmBM2eWlXgMGq0Lbr4dSI7ZjTE7oegThBBCCCGETZEEsCgTkZGRODo64uPjU2g7X19fHB0diYyMtLrvYws38ve4uVa1bbfXkSn/+5hMY9EbqRRGpVJRq1YtUlJSiIiIuKu+hBDl6+rZUOyd7Uk0JGMu4IaO2WIhwZCEvbM9V8+GlnGEpaNuA39eH9ORX384wO5teeuLrr18hhGblrPhynksQJoxO8/xpOxM5p7Yz4hNyxmxaTlrL58pw8iFeLB4erajb9//IyxMYc6cyyQmGvMcT0w0MmdOKFcj7Ojb9//w9Cy6nM2dcPXtgFrjSELE+lLpXwghhBBClB5JAIsyMWfOHFq0aEFMTOGrb6Ojo2nRokWxNjBpNLgbz676jE7vDy20Xaf3h9Jm7itsCwhn1LL/u+uVu25ubvj7+3Pp0iUMBsNd9SWEKD9rvlhO1LcXiM2MR4HbksBmiwUFiMtMIOrbC6z5Ynm5xFkahjzfnLadqvK/MWuJjU7Nff3hqnX4psujuNkVXuvT3c6eb7o8ysNV65R2qEI8sObPX8JDDz1OXFwiR48mMXbsSaZNC+GHHy4zbVoIY8ee5OjRRHqPnsKLo6czf/6SUolDpdbhEdCd9MQTZKVdLZUxhBBCCCFE6dCUdwDiwTB8+HD69esHwJYtW/jiiy/yJIN9fX0ZPXo0nTt3BopXBsLJxx0nH3f86lXFraIvmyfOIzUqPve4s78nXT56jpo9WgLwuWcOLy0cSw2fyrzT+cW7el/Vq1cnNjaWS5cuyYZwQtyj+owZwPWL4QRSm4Nr96E/C+4619zjSYZksmpC534PA9CiWmB5hVriVCqFj6c8zOA+PzP+nbV8M38QarUKT3sHwlOTSMrOLPT8xOxMsnKMeNo7lFHEQjx4/nsNNXHiRM6fv3XDxtPTkXffG49r564069yT/n631/UuKU6eTUiO2UN82GoCao1AUWQtiRBCCCHEvUASwKJM+Pv75yZ1mzRpwltvvcWyZcsYNmwYlSpVYv/+/djb3/2u0jV7tKR61+aEHzzL0QUbOP/3foYsnIBb0K3SEwMadudi7FX+b8O3VPOuxCP1u97xeDqdjuDgYEJCQggICMDV1bXok4QQNqVS7SpUql0FgNZ925NjMLLhl7/4ceYPJKUl80qtoVStW4umfduXc6Slw93TgU+/7MOrT//Bz9/u46XX2wAQn2VdXV9r2wkh7sx/r6FGjRpFv3792LBhA5MmvYmLyw6aNHGkRj1ffj6TwhmjI5VKKRZFUeFVsR/XQ74jNf4wLl7NS2kkIYQQQghRkuS2vSgXarWaQYMG8ddff3Hu3DlGjhxZYpupqdQqKraqS6/Jr6J3dWb3zKW3tRnT5SUGNuzBiMX/42j43dWuDAwMxMXFhTNnzmA2m++qLyFE+dPotPR+6RFmrpvD2cyLbErZw+W154g+El7eoZWaZq0r8eJrbfh+xi6OHLix0ZSn3rpVvda2E0KUDI1Gw4oVK2jZsiVffbWQOnWe49ixn7l+aQUPBTpwIt7ApWRj0R3dIb1TZZw8GpEQsR5TTuFPCQghhBBCCNsgCWBRrtq2bct3333H3LlzmT17don2rXPU0/aNgZxavp3YkGt5jimKwszHxlPXvwZPzX+biOToOx5HURRq165NRkYGV65cucuohRC2IiAggJUrV/LLwUXE2SVz8IvtGFKziz7xHvXSG21p1CyQD95cxfmrMeg1WqtqAOs1WuIzZRWwEGXJzs6O5cuXo9FoeOededSq9Ti7dn2Oc8pOqrpoWHclnYyc0rsp7VGhFxazkaTIzaU2hhBCCCGEKDmSABbl7oUXXmDkyJGMHDmSLVu2lGjfDZ/oiluQDzumLbztmF5rx29PT0Wj1vDU/LdJN9z5KhZnZ2cqVapEaGgoaWlpdxOyEMKGtGjRgrk/zOWjTZNJT0rj8PSdJfa0gq3RaFRMnvkIKpXCOyOW89rfy62qAfz65hWsvXx3T1IIIYrP19eXVatWcfr0GebMOU5wcHe2bv2IxvqLmCyw4VpGqc1XGp0r7v6dSY7ZgyHzzm+iCyGEEEKIsiEJYGETpk6dykMPPcTjjz/OpUuXSqxftU5D+7ef5OLmw4QfOnfbcR9nTxY++xWX48J45Y+PMJnvfOOUKlWqYG9vz9mzZ+/bBJEQD6KhQ4fywpsvMePoD4TvuMyVv8+Xd0ilxtPLkSmz+hN7MZXmx/2Z3XUAwxq0vG0lsL3mxhYCwxu0YnbXATxctU55hCvEA69JkybMmzePBQsWcuiQE/7+Tdi5aRStPZIJSTRyOsFQamO7+rRDY+dOfNhque4RQgghhLBxkgAWNkGj0bBo0SI8PDzo168fSUlJJdZ37Ydb41u3Cts+/z3fLyh1/avzw5BJrDu7gw/XfHnHX2LUajW1a9cmOTmZ8PD7t1aoEA+iyZMn49bEm12xBzkycydpEcnlHVKpqd+4AmP+142NS85ybnMkg2o25I++TzG1Yx8+aNmZqR37sPyRZ2lboTK/njmMvUaLp73UARaivAwaNIhx48bxwQcfYjB0xNW1IiHbX6aGcw4brmUQl3nnN7cLo6g0eAX1JTP1IhlJp0tlDCGEEEIIUTIkASxshoeHB6tXryYyMpIBAwZgMJTMqhVFpaLju08RcSSEi5sO5dume612TO3/Ht/vWcTMHb/c8Vju7u5UqFCBixcvkpWVdcf9CCFsi1qtZuHChew0HyY6LY6dE//GXIr1NcvbgMEN6fd4fSZ/9DdnT0aBGYyXczAcM2C8nINiURjTvBMeegcm7NlAurH0VhkKIYo2YcIEBg4cyFNPPYev73NotQ5kHn0dZ62FVZfTMJhKZ4Wug2stHFxrERf2J2aTXPcIIYQQQtgqSQALm1KrVi1WrlzJ7t27eemll0rskcIq7RpQqW19tk9biDkn/5Uwz7UcyOjOL/HxupksOrL2jseqXr06Go2G06dPyyORQtxHXF1dWbV2Fb+ELSX5UgLHfthb3iGVGkVReG9Cd6rV8uG15xbxcLvZvPLUQsa9tZpXnlpI3w7fsX9LKB+37U5MRhqf7d+CyXL/JsSFsHUqlYpffvmFRo0aMWDAEBo0eA+TIQmny5+SlG1mY1jpbdToVbE/ZlMWCRF/l9oYQgghhBDi7kgCWNicDh06MG/ePH799VcmTJhQYv12GvMU8RfCObG44I3mPug2nKea9eONpRPZemHfHY2j0WioW7cuiYmJhIWF3Wm4QggbFBQUxLfL5rI87C8uLTtNxL4r5R1SqbGz0zDgyQakJGURF5Oe51hMdCrvvraSS3tjGNe6Kwciw/jxxIFyilQIAWBvb8+qVatwdnZmwIDnaN/+M4xJJ/CK/ZVT8QZOxGWXyrganRseAd1Jid1HVtrVUhlDCCGEEELcHUkAC5s0ePBgJk2axIQJE5g3b16J9OlXvyr1BnRkx5d/kJWclm8bRVH48tGxPFS9Fc/++i5Hwu6spp2HhwdBQUFcvHiRtLT8xxJC3JsaN27Mc1+9wuG4k2z/31+kRaWUd0glLi4mjTPHrzN72s78G1hu/Hw2fgOO0WqeCmrEkvMnWB96+2abQoiy4+3tzbp164iLi+PZZ0fRrdtXWCJX4Jq+n43XMogtpXrALj5tsHOoQOzV5VjMOaUyhhBCCCGEuHOSABY26/3332fYsGEMGzaMtWvvvCTDv3UcMwSTwciur5cW2Ear1vDTU59R268aj//8JmeiLuYeM5lN7Lp0iGXH1rPr0iFM5oK/SFWrVg17e3tOnz6N2SyPRgtxP+nduzfBL9YnMT2JFSN+xWQonaRKeVm28BjPDPiVhPjCHxtPiMvgmQG/krkvi4er1mLG4V2ciI0soyiFEPmpXr06f/75J/v37+eNNybQo8d0dJenoTFcZ/nFVDJLoX65oqjwqjQAY1YsSdE7Srx/IYQQQghxdyQBLGyWoijMnj2bvn378thjj7F9+/a77tPJx502rw3kyK/ribsQXmA7R509i5+fQaCrLwN+eI2LsVdZfWoLDT/vS7+5rzDsj3H0m/sKDT/vy+pT+ZeUUKvV1K1bl7S0NC5fvnzXsQshbMuw118mvTWok+H31+eWdzglqlO36jw+tLFVbR8f2phO3WvweuN21PXyZcKeDYSlJpVugEKIQrVp04bFixezcuVKxo37mp7dP8fh4nhSs9JYeSkVcynsUWDnEICrb3uSIrdgyIot8f6FEEIIIcSdkwSwsGkajYYFCxbQtm1b+vbty+HDh++6z6bP9cYt0IdNn/xc6CZtrvbOLHtxFm4OLvT49gWe++1drifH5GkTmRzDc7+9W2AS2MXFhapVq3LlyhWSkpLuOnYhhG0ZM+UDrgXGYR+qYuEn88s7nBKzbeMFlvx21Kq2S347yraNF9CoVIxv0w13vQMf7PiLuMz0ok8WQpSafv368fPPP/PTTz/x5ZcL6P3QBzhd/j+upRrZdDW1VMZ0D+iCWutC7JWlWGRjSCGEEEIImyEJYGHz9Ho9K1asoHbt2vTs2ZNz5+6uxqTGTkuXj57j6u6TnF2zp9C2OWYTE3uPIjkzlfxSxf+UwWT0ys84EnaGqJS429pUqlQJV1dXTp48idFovKvYhRC2RVEUxvw0jnCHWExbU/nzx+XlHVKJGDi4Eb8sfxoPT4dC23l4OfDL8qcZOLgRAC46PZPa98JssfDhznWkGw1lEK0QoiBPP/00X3/9NdOmTWP+/A307zgcp4i5HI03caQU6perVDq8Kz9Odvo1kqMLqCEuhBBCCCHKnCSAxT3B2dmZdevW4evrS7du3bh06dJd9Rf8UBNq9GzJ5k/mFbghHMC8/ct4ct5IzEWsYolNS6DrrGeYt3/ZbcdUKhX169fHbDZz+vTpQlcdCyHuPWq1mhEL3iFVm0Hk/ItsXLWhvEO6a14+TtRpGMD7n3QHhRs/+XhhRGvqNAzAy8cp9zUfBycmte9FTEYa43f/jcEkG0IJUZ7eeOMNJkyYwIcffsjixTt4vHVf7OP/ZmN4NqEJySU+nr1zFVx925NwfQPZGVITXAghhBDCFkgCWNwzPDw82LBhAw4ODnTq1ImLFy8WfVIhuo5/npxsA9s+/73ANg/X7cSLrR63qr8XWz3Ow3U75XtMr9dTt25d4uLiuHr16p2EK4SwYXaOegb//BI6Ox1HP9vJhrV/l3dIJaJzj5pMmdUfH1/nPK97+zrh6+/E7z8eJDb69kfJK7t68Em7npyLj+Gz/VsxyUaYQpSrjz76iNGjRzNy5EgWLNjEE40boc0IYenFFMITSr5er3tAN7R2XsReWYTFLDeBhBBCCCHKmySAxT0lICCAbdu24ejoSMeOHTl//vwd9+Xs60Gnd5/i+KLNhB08m2+btae38eO+JVb19+O+Jaw9va3A415eXlSqVIlLly6RmJh4JyELIWyYW4AHvWcMItDJn03jVrF+/fryDqlEdO5Rk9U7XuG73wfz6Vd9+e73wazZ+So/LXkas9nCa88uJiHu9nq/9bz8+LBVF3Zfv8IXB7dhknqgQpQbRVGYMmUK7733Hm+99Ra//bKWJ2sHoMpJ4o/ziUTEXcVsNnH9+iEuXlzP9euHMJtNdzyeSqXFp8oTGLJiiY9Yh8ViJjP1EmkJx8hMvST1gYUQQgghyphikefRrZaSkoKrqyvJycm4uLiUdzgPtKioKDp37kxSUhJbtmyhVq1ad9SPxWzmt0HjyUpK5bnVU9Da2+UdJyWO68kxDJ4/iti0hAL78XbyYOGz0wlw9cHPxavAdmazmaNHj5KWlkbLli3R6/V3FLcof7Y2H9haPA+yqzsusP+TLawJ28Tgr16gV69e5R1SqblyOZ7hQxbi5m7Pd78Nxj2fmsHbwi4xed8WulSqzjvNO6BW5N5zabO1+cDW4nmQWSwWxo0bx6RJk/j88895etgz/H4+A238FtzjFpGVdesGtaOjD23ajKZKlc53PF5yzG7iw1ajUjtgNmXkvq7WuuIV1BdH93p39X7EvUfmAyGEEKJ8yLcwcU/y8/Nj69ateHh40KlTJ06ePHlH/SgqFb2njCDlely+pSD8XLxoElSHqf3fL6wMJlP7v0+ToDqFJn/hVj1gtVrN8ePHMZnufHWNEMI2VepQnbovNKdvUDe+eXUaK1euLO+QSk3lqp7M+X0wSYmZvDJ0IYnxGbe16RQUzHstH2Lz1QtMP7QTs9x3FqLcKIrCp59+ykcffcT//d+HzPvuC1qwDX34d2Rm5X06KT09ho0b3+X48V+JiztHRsbtG90WRa25keD7d/IXwGRMJvryb6QnnrrzNyOEEEIIIawmCWBxz/L19WXLli34+/vTvn17duzYcUf9eFYNoNN7Qzny63pCd53It03fep2ZN3QK/q4+eV63U2vRqDTF2thNp9PRsGFD0tPTOXPmjGwKJ8R9qM6Tjan6SB2erf44U1+dzNy5c8s7pFJTOfifJHBCJq8+/Ue+SeDOFasxpkUn/r4SwozDkgQWojwpisLEiRP5+ONBeHpu59zx2f8cUWF0aoDB/SGMTg2w/PM1Yf/+GSxfPpQzZ27f6LYgOcYUstLDiAtbVWi7uGsryUoPI8eYcqdvRwghhBBCWEFKQBSDPLJkm1JSUnj00UfZvXs3CxYsYMCAAcXuw2I2s+i5/yP+UgQv/jUVvatTvu1MZhN7Q48SnRqHr7MXTYLq8uayT1hxYiOT+rzD8LZPWj1mdHQ0J0+epHLlylSrVq3YMYvyZWvzga3FI8BitnBgylaubL7A5KMzGfDmID766CMUpaBnCe5toRfjeOWpP3DzsOebeYPw/s/GcQAbrpxn6sFtPFSxGqObd0SrUmOymDkVG0V8VgaeegfqeftJmYi7ZGvzga3FI27IyIjjt9/+D9iJwa0dGUEjsOi8c48rhlgcwmajS9pF+/ZjqVSpAw4OhT/pdFNc2BpSYnZZHYuLTzu8gvoU9y2Ie5DMB0IIIUT50JR3AELcLRcXF/766y+ee+45HnvsMWbOnEndunWJjIzMXR2sVqsL7UNRqej92av81Hs06z74jv6z3sk3SaNWqWkX3CzPa98/8SkBrr58sHoqVxMimNh7JBp10X9avr6+ZGVlceHCBfR6PYGBgcV740IIm6aoFJqP7oQxzcAHqjf4dPp0IsIjeLRVX5KuJ+AR5EXnwd3Q6LTlHWqJqFLNizkLBvPaM4t44fHfmDlvEJWreuZp071yDezUaj7bv5VUQzZdKlbjh5MHiMu8tYmcl70jIxq1oX1glbJ+C0I8UBwcvOjcuQfrj1hIrzr+tuMWreeN1y9PRKt1sDr5K4QQQgghbI+sAC4GuWNt28xmM4888ghr1qzJ83pgYCAzZsywamXw+Q0HWPHqVDp/+AzNXyjeSpQf9i7mg9XTaFe1KT8OnoSHo1uR51gsFs6fP09YWBgNGzbE29u7yHOEbbC1+cDW4hG3mAw57P7fBnZs2YGXzh1PvXvusSRjMh59Ahk4enA5RliyoiNTeOP5xcTHZTDjh8eo1yjgtjZHosP5aNffGMwF10Ef37qbJIHvkK3NB7YWj7ghNjmOi1d2szOjNhatF+T3dILFjGKMo73DOapVbou3q3VJ4BxjChlJZ4m7tqLItl4VH8XBrTYarfy38SCQ+UAIIYQoH/KMpbjnRUZGcuTIEb788svbkr8A4eHhDBw4kKlTp3LkyBEiIyML7KtG9xa0eKkv2z7/nfBD54oVx0utB7HixVmcijxP52+e4dT180WeoygKNWrUwNvbmxMnTnD16lWioqJISEiQ2sBC3Aeung3lwN97ORp/mhrOVfCwc8tz3EXjgml9Cl+/8gV7V+/k6tnQ8gm0BPn6uzD3j6eoXNWDV4b+wa6tl/Icj8/MwFFrh10RT0rMPLKLkIRY4jNvrykshLh7f505ww5j2xtlHwoqTaOosOh82GFsy9rTZ6zuW6N1wdmrOWqta6Ht1FpXnL2aS/JXCCGEEKKUSQJY3PPmzJlD06ZNGTNmTKHtxowZQ9OmTZkzZ06h7TqMHkxAo+qsevMr0mKTihVLu+BmbHn9V9zsnen57QssO7a+yHMURcHX1xdFUbhw4QKnTp3iyJEj7Nq1i5iYmGKNL4SwLWu+WM61GaexP3fjhs5/S8uoFAULYHfawrUZp1nzxfJyiLLkubrZM+uXJ2jRthLvDF/Ggp8P5t7UWnv5DK9vXkGqMbvQPhKzM3l98wrWXrY+6SSEsF54WAZmi3U1yc0WhbjYK2RmJlrdv6Ko8ArqW2gbd//OKFLzWwghhBCi1MkVl7jnDR8+vMik7k1z5sxh+PDhhbZRazX0+3oUWGD5y59jzCw8SfFfQe7+/PXKj/Su24lhf4zjjaUTScsueAVbTEwMp06dwmw253k9OzubEydOSBJYiHtYnzEDSG6cg7udW4Gbv6kUBQ+9G8mNc+gzpvibWNoqvV7LlFmPMvi5Znz56Rb+N3otWVlGHq5ah+frNbeqj+frNefhqnVKOVIhHkxPtmmI3YU9VrWNCzmCa+YOli0bzLVr1m/u5uheD9+qQ29bCazWuqDSOJIcsxtTTnoBZwshhBBCiJIiCWBxz/P398fZ+fbd5vOj1Wrx9/cvsp2zrwcD575H3MVw1rw9E7PJXOQ5/+ag0zPniU+Y+dh4Vp7YSOeZQzkekbekRHZ2NsnJyZw7V3ipiXPnzpGcnEx2dvES0UKI8lepdhVcXK17tFmlVlGp9v1V81ajUTFqbGc+/aovm9eFMOyJBcREpuKq01t1vrXthBDFFxzoj5+SRlJ0BBZz/tc5FrOZpKhwYq9eJrv2FBx8O7B+/Si2b5+IwZBm1TiO7vWoWP89/GsMw6fKk/jXGEbF+u8TUPMVTDnpRF34GVOOlHoRQgghhChNkgAW9wVrkroA48eP58iRI1a19atXlX4zRnFh00G2fvZrsWvyKorCU836sfWN33C0c6D77Of4evsvmP7Z9Cg8PJyDBw9iMBgK7cdgMHDw4EHCw8OLNb4Qovxlxmeg19tb1XbRokWs+H1ZKUdUPnr2q8OPi58iMSGDlx/7nS8Wbsk9ZjFbMF4yYjhmwHjJiMV8a66dfmSnlIAQohQF+PuzeuoHALclgW/+vnraWJZP/ZD0hDhCvV4luM0MLl/ezJIlTxAevs+qcRRFhb1zME4ejbB3DkZRVOj03vhXfxFjdgKRF36UJLAQQgghRCmSBLC450VGRuLo6IiPj0+h7Tw9PXFwcKBly5Z8/vnn5OTkFNl3tc5N6fLR8xz6aS17vrmzxEw170qsf/UnhrcdzIT1M+kx+3lOR17Ax8eHwMBAq/oIDAws8v0JIWzP8T8OkL0+nsTsJMwF3EQyWywkZCXxUvBgFo6fx8svv0xycnIZR1r6atXz49eVz1K9pg9pP6cRcMIBwykDyZ8nkzY3jfQ/0kmbm0by58kYThpQEi301teklXOl8g5diPvSzeun2NMH+O2950iOzbtJbnLMdX577znizhzk0T69+KhXI8IO7+RQdh38OyzF1a0Kf/31Olu2fERGRtwdxWDnEIB/jZfIyU4k8vwPUg5CCCGEEKKUKJbiLmt8gKWkpODq6kpycjIuLrJbsa34+OOPmTBhgtXt27Rpw759+2jQoAE//PADTZs2LfKcvd+uYMfUhbR/+wkCm9YiLSYRJx93ApvXRqW2/j7KgasnGLnsUy7FXWVKp7cIVHlZfW6VKlUIDg62ur0oXbY2H9haPOKGT8dO5KdvfqCaSxVeqjUECzdq/t5ktlhQgJPx5wh2rcRh+7PM27UAFxcXvvnmGx599NFyi720zJm+k7kzras7ClBrgD/ffPo4bnbWraQWtjcf2Fo84ob/Xj8pKhVVGrfG2cuX1LhoQo/uzbMq+Omnn2bbtm0Ed3qEnm98TAUnDXUsezl1aComk5FmzV6hbt3HUak0xY7FkBnF9fNzUavt8av+Alo7jxJ5j8L2yHwghBBClA9JABeDXLDYpsjISCIjb6xa2bJlC1988UWejdN8fX0ZPXo0nTt3Bm6Ui4iIiGDYsGGcOHGCt956iwkTJuDo6FjoOKve/Ipza/fmec3Zz5Mu45+jZo+WVsdryDEyfds8fty9iNpewbxW+3GUQkoMq9VqTCYT7u7uNGjQAK1Wa/VYovTY2nxga/GIG/49P+1duAPtASPuulubISUakjC20NGiXxtiFoeSEZJMQO+qfLF5JqvW/MmAAQOYOXMmAQEB5fUWSlxcTBoxkSm88cISkpOyCmzn4eXAkE9asiL6FFoXDa81bkOnoOACN9MTt9jafGBr8Ygb7uT6ycnJiXHjxvHn9v08PWUerp7edAtSk3J+DmfOLMXDI5hWrUZRoULLYv+tGrPiiLz4MxZTNn7VnsPO0bqnpMS9ReYDIYQQonxIArgY5ILl3mAymdi5cyeRkZH4+/vTvn171Gr1be2MRiNffvklH3/8Md7e3kyaNIkhQ4agUt2+ojfk7/2sfG0a/Pev5Z/vNv1nvVOsJDDAuejLfLB6KpnJ6bzTYGiBX5QaNGiAWq3m1KlTqNVq6tevj6ura75tRdmxtfnA1uIR+csxGNmycCMJYXF4BHnReXA3NLobN3UsZgshi49zat5BXKt4kNTIyBv/G0VGRgYffPABo0aNwt7+/lgFe2jfNV55amGR7b77fTDBjbyZdXQ328Mv0zqgEq83bouPg1MZRHnvsrX5wNbiEfmz9voJYP/+/bz65ihqPzqMBt0epaqDmZbusRzd/wXR0ccJCGhOixav4+NTt3gxGNOIuvQLhsxIvCs9hpNHw5J4a8KGyHwghBBClA9JABeDXLDcny5dusR7773HsmXLaNasGdOmTaNDhw65x80mM991eI3UqPj8O1BurAR+ZfusYpWDALBYLGw4t4s/dq+ih18rvPRuucfs7OyoWbNmbu3frKwsTp48SUpKCsHBwVSqVElWwpUjW5sPbC0ececSL8Rx4POtpF1Poerjdfj1+GJmzvqGgIAAJk2axODBg/O9UXUvWf/nGca9tbrIdp9+1Zee/eoAsCsilJlHdpNmyObxmg15olZD7DXyRER+bG0+sLV4RMkwGAx8PXMmK/eepMuI8djb6+le2RmP7KMcPPgNiYmXqVKlC02bDsPDo5rV/ZrNBuKuLict4RguPm3xDOyNouSfiBb3HpkPhBBCiPJxb3+DFKIEBAcHs3TpUnbs2IGiKHTs2JF+/fpx+PBhos9cYef0RQUnfwEskBoZz87pi4g+c6VYYyuKQo/a7fn++c9Iccvhy1O/M+v0YvZnnKNyvWp5Nn7T6/U0bdqUihUrcvHiRQ4dOkR6umyWIsT9xr26F11nP0q1/nW59McpeqS34cCfe2jatClDhw6lRYsWrFmzhnv5/q2Xj3UreB2ddLn/3q5CFX7uOYjHajZgcchxnlu3iA1Xzhe4uZ4QonTpdDpGv/MOq+ZMI+XvHzi5fT0br+ew7IofLbr8RKdOHxMbe4alS59k/fq3iIo6blW/KpUO78pP4BnUl5SYvVwP+R5jdiHXYUIIIYQQokiyArgY5I71/c9sNvPHH3/w8ccfc+HCBd6vOwC3TOtXnQS1qM2QhdZvSPdfqdnp/Lh3Cd/s+JXU7HSGNO3La+2HUs27Up52iYmJnDlzhuzsbKpWrUrFihXv+RWB9xpbmw9sLR5RMpIuxnF4xi4SzsUQ1CmYjLoWxk/9mN27d9OoUSPGjRvHo48+ek/9/d+sATxq2DIS4jMKbevorGPQ00149uVWODnb5b4elZ7Kjyf3sy3sMpVd3BlSuzEdgqqiVu6dz6E02dp8YGvxiNJx/vx5Pv/hd1yb98Sncg20caEMbV2D5JgdHDs2n6SkUPz9m1C//lNUrNgOlaro66ustKvEhC7ClJOGZ+DDOHu1kKef7nEyHwghhBDlQxLAxSAXLA+OnJwcFi9ezOxPpuIQZaCLR50izwloVI3O45+jQsMadz1+WnYGP+1byqydvxGblkDXmm0Y3nYwD1VrmZvoMZlMXLp0ibCwMOzt7alZsyaenp53Pbawjq3NB7YWjyg5FpOZKxvOc/qXw2QlZlC1T20SK2UyafpnbNmyhTp16jBq1CiGDBlS5GaWtmDOjF3M/Xq31e0VFTg763ni2aY8+WxTXN1u1UE+Ex/Nb2eOcDAqjCBnVwbXbkznoGqo76GEeGmwtfnA1uIRpevU6TN8v3YHbk26oLN3QH39HE+2qUVi9DrOn19LSkoYDg4+1KkzkFq1+uPgUPi1i9mUTXz4WlLjDmDvXA3Pio+g03uX0bsRJU3mAyGEEKJ8SAK4GOSC5cFjNptZvmwZp8YuRG9S57/qRAE7JweMWdm4V/Kj95TXCGhofa27wmTnGFh+fANzdi/kxPUQqntX5pkW/Xm8US98nG98YUpLSyMkJITExEQ8PDwIDg6WTeLKgK3NB7YWjyh5OVk5XFx5inN/HMNsMlOtXx2SA7OZ+t2XrF69GhcXF7p3706bNm1o1KhRoRs4lae4mDTiYtIAOLj3Kr/OPZBnJbCHlwNPv9SC5q1vPPlgsVj4a+Vplv9xHLVaxcMD6vHYkEYE17iVAApJiOG3M0fYF3kNb3tH+gTXoUflGoSnJhOflYGn3oF63n4PzAphW5sPbC0eUTbOXLjEL9uP4+6fg3P0T1j0AVi0nijGeOwyL4LFAEClSh2oXr03QUFtUasLruudkRxC3LVV5BiTcfVph7t/Z1RquwLbC9sk84EQQghRPiQBXAxywfLgCvl7PytHTMNiseRJAt/8vf/sd/Co7M9f784m6nQoDR5/iA7vPImjl5vVY5jMJvaGHiU6NQ5fZy9aV2mM+p/HIy0WC/uvHuf7PYv46/Q2TBYz3Wq2YXDTvnSv1Q6dWktsbCyXLl0iPT0dLy8vKleujKurK2aLucB+xZ2ztfnA1uIRpceQkkXIkhNc/PM0puwcKj5Ujb3GY4yf8jGBGj/cda4kGpKJIo4ZX89g6NCh5R1yoUwmM0cPhhMXk4aXjxONmweizmdDzYS4dBb9cpiVi04QH5dOk5ZBPP5UYzp1q4FWd2NOu5gUx6oLp9l09QI5FnOe873sHRnRqA3tA6uUyfsqT7Y2H9haPKLshIZuYe3BP8kIehWL7ta+BoohBvtr31Lf1534+BDi489jZ+dKcHA3goN74OvbIN8SEWazkeSo7SRFbUNR2+Hm1wlnrxYYMsIxGVNRa53RO1VBKaGbPWaziaioo2RkxOHg4IWfX2OrSlfcr0ri85D5QAghhCgfkgAuBrlgeXAtX76c/z3zJn08G+Gmcch9PSkng9VxxwhsX48xY8bQrk1bTi3Zxq4ZizHnmGj58iM0faYnds4OhfQOq09t4YPVU7meHJP7WoCrD5P7jqZvvc552iZmJLPixEYWHF7NkbDTONk50qNWO/rUe4guNdqQmpBMaGgoGRkZnEi9xNzTK4hOiyuyX1tTWELcFvq2tfnA1uIRpc+YbiB0/Tnmz/iZTee281zNQXjpPXKPx2UlMC9kMZrq9rz99tv06NEDJyfrNl+zZUaDia0bzrP096McORCGi6ueLj1r0qNfHZq0CGL39StM3LuxwPPHt+523yeBbW0+sLV4RNkwm018u+xD0qq8e+OFfz9FZTEDCppz/4ezsT6d29chPn4/Fy+uJz09Gnt7DypV6kDlyp0ICGiORpN3pW+OIYnEyM2kxh262WHuMbXWFa+gvji617ur+ENDt7Bnz1TS029dmzk6+tCmzWiqVLHta6jSUFKfh8wHQgghRPmQBHAxyAXLgycyMpLw8HD69OlDTEwMClBF742zWk+qKYvQrFgsgEqlwmw24+LiQt++fenbvRdO59M4u2w7Gr0dzZ7rRZOne+Lgcft/N6tPbeG5397lv3+IN78mzRs6pcBkbUhMKH+e3MzqU1s4FXkee60dLSs1okGFmqgMFqbv/bXA9zah10g6VGuOr7MXfi5ed/T5WCwWEhMTMRgM6HQ63N3dS2RzluIkxMurb1ubD2wtHlH6bs5PHw55l5cqPQmQ5+/PbLGgANNPz2Vv1GF0Oh3dunWjf//+9O7dm4CAgHKKvORcvhDH+j/P8PfqM0SEJePt74R6hJ5srQmL2UJOaA6WVAuKs4KmigZFpaBWVDxZqyFtK1ShmpvnfbmhlK3NB7YWjyh9587t5szZdVz0ewaL1itv8vcmixnFGIcl7SpXLqeQeO4ETSt60LFtMGbzZa5c2UZKShhqtR3+/k2oUKEFFSq0wNOzOoqiIj3xFNGXfyswBt+qQ+84CRwauoWNG98t8Hi3blNsNglcGquWS/LzkPlACCGEKB+SAC4GuWB58Hz88cdMmDDB6vYdOnQgKSmJEydOoFKp6NC0FZ296qEPTUVBofbDrWk8tAf+DasRnRrP9eQYBs8fRWxaQoF9ejt5sPDZ6QS4+hSaqL0cF8aa01v4ce8SwpKicl9XUKjtXgV3nTOJhlTOJoZiwYIKBTMW3u0yjPe7Dbf6Pd4UExNDSEgI2dnZua/Z2dlRs2ZNfHx8CjmzcDcT4lggMFaPU5aaNL2JCO8sLErhCXGr+/7PZ3Lun8+kOH3b2nxga/GI0vfp2InMnj6Lj5q+hadd/jdfzBYLCdmJ/Hp+KQENgog1JLBr1y7MZjN16tSha9eudO3alQ4dOtzTtcMtFgu794eyaMsRzlVPwHDKQMbqDCzJty5xFFcFh74O6Orp0KpUGM1mvOwdaekfRGOfCjTwDsBdb1/IKLcYcnJYsekE4ZHJBPq78mjXBug0mhJ5Lzk5ORzcdYak2BTcvF1o3q4OmmL2bWvzga3FI0rf198NIsHiiX2LSUW2zTg2A/vKPVDcapFjyObige1EnzlEoL2F9k0rUrmyitTUECIjj2AyZaPXuxEQ0IzK7lpUGAvsV6W2J7DuO2i0xXvywWw2sXBh3zwrXf/L0dGXwYP/vKvEamklakt61fK/Pw8LKuy9W6PYeWPJjiUzdi8K5mJ9HjIfCCGEEOVDEsDFIBcsD55jx44xd+5cZs+eXWTbESNGMGzYMBo1asSVK1fYtGkTmzZtYvPmzWQkpNDCLZj2HjVxNGvReDmR2siZn3X7SHU0AaD8J+EZ/k/C8yZrE7VRKXGsPLmJsaun0sK7Ls/V7IuX3i33eFxWEvNCVnMg9jQft3yFjjVbUtE/EFdXV1SqwmvmZWdnk52dTUJCAhcuXgALt9VERoHq1arj4eGBnZ0ddnbWb9BiMpto+HlfnE6n0eW4NwGBgWhdHTAmZ3A9PJzNDWNJr+vMsff+LFbJhqiUuNxkexV7/wI/k9DMSKuS7WB784GtxSNK3+Ypa9i+aDP1PWoX2fZkwlnqe9bGu74/jjXcuJx1jS2ndrBh0wauXLmCoijUrl2bVq1a0bp1a1q1akXt2rVzN5GzmMzEnooiKz4DvacD3vX8UPKp03snSqrv747tZdmFkxhOGUj/LR0FCNRrcFIrpJkshGflYAEchzqiCdTQsXZVvJ2cOBgVRlhqMgCVXdxp6BNAbQ8fanr4UMHJ5bbE+qwFO/lt2n78spTcvqP0Foa+05LXhrS/q89i48p9XJ9/Eoe0W5dmGU4KAc/Wp1v/Vlb3Y2vzga3FI0rfr/tPcvzcKbzr9Syybeyp9TSsVY9HGtflZHQaR8MTSFM7oajVxF27xIX920gLv0iAAzSr50aNqgou9in4uTlbFYudfSBOno1wcKuN1s6z0LZxcSFcvryZY8d+Aigw4QnQqNELVK3aBS+vmlbF8W+hoVvYvWcayYpv7sZ4rpZo2rZ5544TtTdX6RYU852sWs7IiOPq1R3s3DkJfYXeJPq+QJZy62ah3pKMe/RPZEX8Rfv2Y6lUqQMODvfW9ZMQQgjxoCiZ5SqlKC0tjXHjxrF48WISEhKoVasW77//Pk8++WSR58bExPDuu++yZs0aMjIyaNiwIZ9++ildunQpg8jF/WDlypVWJX8BZs+ejbe3N40aNaJy5cq89NJLvPTSS5jNZk6cOMGePXvYu2cPYfvO4BOqoW5MBTpV8mR1qxhqhDvQ5ZgXLpm3/iRT7HPY3CiO84EZjOsxgiFN+1kVh5+LF96ObrTwrss7DW7f/MnTzpV3Ggxl2onf2BtxjMr2fsRej8aMGXRq3D3cqegbiKe7x22rzsLDwwkNDSXbZECn0t6WGFEUBbPFwumQM9ipdVSpUoXg4GCr4j55PYRVJzfjdDqN57JaUfGjNug8bq3aqZKQRtDiPcw7vY/JG+fwSP0u1A+w7kvXvP3LmLJ5rlWfSddZz9zxqmghytKBmGOcT7psVQL4WmoEfvUrEOBcmYj1l1ClGeiua8ET/Xqj8tUSnh3FkfATbD2ynXnz5mE2m3FycqJBgwZ0rtKeuslVUGfd+nu393Kk0Yg2BLa/u1q64TtDOTZ7D5lx6Xfdd0ZiNjnROWSszqCGg5YuXg64aG4lklNyzGyOy+DC6gxUHirWRhyjTl1/atX15aFqVbD4QZRDOgejwlh18TQAzlo7anh4U9PDm2A3T3ZtvMSpL0/ykpcTLh7/6XvyQYA7TgJvXLmPxFnHsbeQ53F5+1QzibOOsxGKlQQWojxdvRKNQetvVVuD1p+rV6JxaVmftkEutA1yIdtk4VqqkTOOlfH3exKjzhGAyKhwFF0UjdyuAJcAsKAQSyBZOKEnDW/CUf5VWCsr8zrZ4deJD1+DVu+NvXMweqcq6J0qo9HlffJhz55pREUdAchNeCb9O+EZdCvheezYT0RFHaNfv++L9dnkboxX9SssOu/c19MNsaw9OJuHodiJWrPZxJ49UwuNec+eaVSq1LFYq4yPH/+Vkyd/R1+hN5G+o247noULkb6j8Ad27pxEUtJVWrd+q1ixCyGEEKJs2PwK4O7du3Pw4EE+++wzatSowYIFC/jhhx/4/fffGTJkSIHnZWdn06xZM5KSkvjss8/w8fFh1qxZrF27lk2bNtGxY8dixyJ3rB88/60BXBBfX19Wr15NYGAg/v5Ff+GJjY1l/Za/+WvzX4RmhNN/ry9wo1zDTZZ/vrysbB1Ni7YdeKRRV1rUa4qzc9ErXnZePEjM6Wu4ONy+eg1urNRNTk/hrD6S7Bwj0fExqAwQ7FyBWm6VcdDoAUgyppGtMqK10+Hs7Iy3sweOKj0RV8KLjKFGjRr4+vpavQK4z5yX2Xv5COPCOlHv+R43Po//ri4GTv38N58GbaN11SasGW7dl66T10P45cBKWinVivxM9nORZ1r0LzK5bGvzga3FI0rfvlnbuLriHCordrs3W8xUerQWrV7rhMVkJvFiPHGnIkkIiSUxJJa06ykAaB11OAW5kqnPJiI9iriIWGqkVwTyry8cUTcZ35aBBAcHExwcjKen9TV1w3eGsnfiRiwWy21/64qi0Hp8t2IlgSdN/Jvl849Rw0FLf1/H22K+OYesjE7nfIaR+s0CCKzgRsiZaK5cSsBstqAoEBDoSoXKbjj524MXpLkYidKmkqzNxvfrTPr/s6lnfn3/mZbBT7veKFY5iIiQWCIvxHLy2504ZlPg/JRuB/VfbY9/dW8q1PTOp6dbbG0+sLV4ROm7FB5J6PUYdqXqsHf1gfzmKYuZzKQY2rkYqBLgQ3BgwddP6UYzEek5XEvO5mJsInaWGDqqlhJODY7RhUxu/XdlTwqN2Ewg5wmNjCY68RqZ2Wl4unji6eqFp4sXep0OADM6VDp3dPb+ODhXxWhRc/XqPs7FRd9KeObZvO7G37p/9HRqefsVewWw2Wzip9UTiK9QcN+eETN4oe94qxO1N1fpHrx8rMiYm1dtZNUq3Zv27v2KEycXktVkMVm4FFDL2YKeFPRHBtGg/uAiE8AyHwghhBDlw6YTwH/99RcPP/wwCxYsYPDgwbmvd+/endOnT3Pt2rXcx1P/a/bs2bz22mvs2bOH1q1bAzfq6jVs2BAnJyf2799f7HjkguXBtXz5ch577DHg1hd9uPVFfenSpQwYMKBYfX629Gvmb1jIgN1+OGdp8iR/b7JgIU1vIkOTQ0xOKtcirpOls2Dn6Yyzvyc+Qf4EVKhAhQoVCAgIwMvLC4teRZYxG1WGucgY9F7OVAqsSJCXPxaLhZi0eC7EXOFKdDiJSYmYDTk4K/Z42bnlJoWvpkZSybnoJHe4OpGujdoT6O5n1edx8MQh1i5dRot6LdG6OxaYBDEmpnPg1H4efmwgzRs0s6rviStncOjSCd5sOLjItl8fX0iz4AaM7z+y0Ha2Nh/YWjyi9GXGZ5AZl87G0Ssg04KqgBrAOCh0++JR7L0csfd0yLcvQ0oWCefjSDwfS8rVRFKu3fjJzMzKd7X/zb5TjKl8eng6iYZk0ozp2DvYExAQkDsnVfjX/OTj44OnpyfOakf0Jju2j12LkmkpsG9r4v63ryZtYcGPB3mloivOaqXAOSTVZOG7a8kMebE5b429scouM8PAhXOxXL4Qx9XLCVy5HM/VywlEhCVhMt2Y89V+Ci/rXIrs+/e6Rio19aJevQA87B1w19vjoXfAQ3/r3+012tzzZj/zK+asNHwTi072RLubUOmdGPHL04W2s7X5wNbiEWXnl3U7uO5dFwDlX0lgi+XGNUpA7Gme6dWh2P2azSa2HpzPIXX/f3bN/fffpAUs0Mi4kvVXq5MUfZ2s5GjIjsNZm4GrPh0f5wyCPHLwcVVwdXDE2cEZjVpDJo6k5tixXz2oyIRnnyALns4euDlYVz/9WtQFzl/ZwXGlIzlqjwL71uTE05Ad1KjcgYp+1Yvsd+/erzh2fAGGZkuKjFl36HEaNRxi9SrdwyHHCY2P4pJdiyLbBmcfoIqnH01rNiy0ncwHQgghRPmw6RIQK1aswMnJiccffzzP688//zxDhgxh//79tGnTpsBza9asmZv8BdBoNAwdOpSxY8cSERFBhQoVSjV+cf8YMGAAS5cuZeTIkYSH31r9GhgYyPTp04ud/AVodNkFy6bAfJM2NykoOGdpcLSoqeDuTgN/PywGExiAq5BzLZ0U8wmOZO1mR04m6aZs2r/yKLVq1MaxQuF17gDij1/h0LFDBDh44+zsjIuLC85OTrTwqoM+UI+9vT16vR6tVktcWiLf//ULkfHRVKpfdAL42tUrLIuKJ9WSRbbZQA4mFLUKlVqFVqNFp9Wi1+nR2+lxtHMgaekJ7CMy0XUoeLMWRVHQeThhfz6T0CX7rE4A+4Rp6Gsu/AvJTX3NDTGF3d0mLEKUBXtPB+w9HWj7brcCV9KqFIXWY7rhUcSKUZ2LHr9mgfg1CwRuJJfDdl3m+Dd7CjxHpSi46VyY0mrcjVXICph0ZrIUI2mmdJKjU0i8lMTRlD1sy0whIyeT9JwMWvk0pYVPo3/OyX/+UykKZMLG15ZBPTscu3rfmJ+cnbG3t8+dm27+6HQ6Bg2sj3+mEfW+qwXGrCgKLhqFd4Y0ov3A+rc+SwcdDZpUoEGTvNcFRoOJiPAkRj7zC47ajDwlJQrq2+90ClGbs7joEQWOCiadGfQKip2Cor/xo7FXYe+ow9FJR3VLBua0NHxxK7Dvm8LTUrFzM5OSnYVeo0GrUlu94lqI8vBMrw78sm4H51XeOHvduiGcFhdNDUvcHSV/AYw5ORw1dwA1cNsNdAWwcJL2PNTYnYSMaiRnGclGg1mrv1GuCrgKhJpMZKYkkH09CcWYineFABw0ljx1bm+jKGThyoarkXibt+CVuAqzWcGMGhQditoOtdoRrc4RO3tX9Ho3tFpHdoSnkKyuhMmlkOszRSFH68WxlEqEnTvG81YkgKNSzJjc+lkVs9qtH1EpRS8QuGlXtAVjmgK+Rbe9kqQQkWOhafFLIgshhBCiDNh0AvjUqVPUrl37tjqkDRo0yD1eUAL41KlTtG9/ex2+m+eePn26wARwZGQkkZGRt72elpZWrPjF/WXAgAE88sgj7Ny5k8jISPz9/Wnfvn2Bq9CL4lDdn9RgR1wvZxTZNjXYkZ4jBtO+f3cyE1JJjoghOSKO5PAYUiLiSI2KJyUmgfT4ZFxNzly/eIXqViSAr1+8gksWbPhtMSbM5FhM5FjMmCzmf/554/ccixkzZurXqI27oxZDhbQiV+kq+6Nwq+2Cm4sregd77O0d0Gl1t+9mn3PjJ6BXW87sOWLVZ2dfJwD7BkFM+X4aZosFy79+bsaA5Z8iGhaoofUn4soVq/pOjUrAv2Ign33zOco//4dyY332rd/BkJltVX8lTeYn8V+B7avQeny322rpOvg40ejVO6vTu2v2Rk7+dZQgp4Ai20akR1GzeW1qdatPVlIm2YmZZCVmYEwzYEg3YEzLxpCajTHdwM2ynGFp163u2+mwAyG7zpBjMWEym/6Zl3LIufnv5hxMFjPV3aoS5BAARWxmCcCeUJbtP0S0YyIqtQqVWo1KrUJ98981KtRqNSqNGrVaRXedQijWJU0CFDNtfLVc89RgyLaQY1RhzACD0YLRaCbHYCHHaMFiyb6RhFIUTM7pNHV0K7Lv0JR0VGe0PNfzWywKKGoFRWVBUSn//ICiUjCZs6yKtaTJ/CTy80yvDhhzcli39ygxyen4uDrSq2tjtJo6d9Tf37s3sfvUERybDSu4kaJg0nlxaNtc2tZrwnNtuwJgMltIM5pJNd74Z1aOheQMHQmpzqRkGUnJTiE77gr4Fn2jOz0unBTfTlz2bocKE2pMqBUTKnJQ869/GnJQGUwobircs6OJs+I9euuyUCtO/Lp1PhazCcVihn//wM2FziR79CUt/TTWbJ2ZqqtHuFttfl0z6+bH9E/6XPnn32+8cPN6x1OlIjIhG3ybF915QggeXGH5xuM3guPm0xIW+Cc6BQsZ6eVz/SSEEEI86Gw6ARwfH0/VqlVve93DwyP3eGHn3mxX3HPnzJnDhAkTihuueACo1Wo6depUIn39MvFrlOg0XO2LXlYRezqUXyZ+TYdHe+Dg6YKDpwv+Darl23Zku0EY4lOpVL9mkUnaE0u34e/oQa/+fcjKyMSQmY0hKxuTwYjJkHPjn8YcLDkmzEYTPi3rEZOVRNjiPVQd3i3fFYcAYYv3YOepRbmUROSaw3nGVjQq1PY61HrdjX/a61DptegD3DE4GKz78HRqzPEZ1LD4oqhVKCoViloFKuVfvyu5rytqFVfOXMSQUHTi2mSx4F23Mt5ULjSE9PT0Qo+XFpmfRH4C21ehQptKxJ6KIis+A72nA971/G78XdyBrVu3oTFAEEUnaZMMyew+tY+Hv36i0HYWi4WcTOP/t3fvYVHW+f/HX8MZRMgUFLU0T6urGOshtTziKU1ZYzUzEjV1/drulVqbaZm4X9s1a8vD9cs101LzvKJ9w6LNVTFTS12XlVbRcvHQwUxRASGGYe7fHwRKAzI3jM4Iz8d1ce16Hz7zmfc1vBrec8/n1qjBjyjr7CVNbBNX4dhHMo+pecN71GtIH1l/tMqab1VhgU2F1kLZbYWy2+wqtBXKsBmyZubpTPbXuifk7grHPZPztZrUbqzw7LqySBWvo+wt5WRdkZz4tnLY1XzVD6mv+lmlz5e3pICyz9l9/ryy/O0VLi8Rlp2vXuG1Su+0//RznVybocSKp+py5BPK4+vjo5geTjQRnXD4qo+sgeGqVfGhsgaG6/BVHw386d/eXhaF+nsrtNTtCfxV/Mv9+9eWqU79UAU7ccXrlcxL+jHzgIZ066irP9qU92O+rDarbIUFP31AZVehXSqQIbskq1+w7Jln5ESs6kJmoYyITvLytcmweMlQ0Y9UfKVx6ZywW/ydagDbLf7K9amv3Ijy76Pyc/89tUetC6/I6lX+8hJ+9itKv9pEhW0qvgnmj75ZFR4DAABcz6MbwFLZN0NxZl9Vzp00aZJiYmIctufk5FTq5nFAWSa+PlNbNmzS5Y/+q1DvwPJvTFaYpzuH3qvYRx9xatzH5j6lLRs2KX39LkU+OaTcJm36+l0K6dlSAx99RF36dHdq7Beefk57PvxQD/m10X/f3K67HrlffndeW7Kh4NJVnd20T5f/dUrJ1uPq/vAAzfrXOzIK7TLshux2e9GVucXrKBvXralsGLLZbNr12R6F1Lmj3HpkZV7WqOEj5e3tLcOwyzAM2QvtKrTbZdjtshf/FNpltxfKbjdktxeq8Yhh2r5grdpOHlxuTY5v2K2+k38jbx9fhyuKr1/72ZAhr8ICp2rmauQTymPx9lL4vU50FpwQO2eU3tu0VRf+nak7/euUu75wZv4l2bsFKPaRhyuen8Ui3yA/zVo4R3/b9Ddd2FPx2I1+00JDHxmhqKioCsef8dR0vfPW25rT6Q+q61+n3Ay5mH9Jrx1ZqnETn9DLi1+5ts/+0++53Sj6/8X/NiSj0K4Ca4HWj3xHIRb/8vPJyNeT7/1BPr6+17LopzwqyqqiTDIM+0/ZZFfmhau68/sovfW/OxUbVqfcfNqeeVljZwxV3bpBCg0NKJ1RdqPoxqE/ZWp2TraUUmHJXI58wq3QoZZNe/PKvzHv9fzyzqtDrcZOjz06upu2vp8kv1YVNzwLTp7U8Jih6tLcuRuqzZ6boGNf7FaP6VHKU205Ll0hSYYCla09axaoTbte+t8Xy/9ApeT3X1J+ZF8tTf3uhnP2t1/RxH7d5HddPhX+lEeFxVlVkk2FJRllHdBGC99arGaxs4puKFfGDebSty7W/8SPlpfllIreJRV/M8uuohg1irYbhrLz+UYAAADu4NEN4Lp165Z5pW5mZqYklXmFryvOjYiIUESE41e/srL4xBqu06VPd3Xq2U3R93TQILUq94/+/TqrHUv+z+mlJq4fN2ipv+4eWbpJa710VWc37tP7h1O047+HTS1h8ftnp+ruVs10al6SjH9l6HLqaQW3bCDf0CAVXMlVzpfnZBh2XbHladQLTyrm1zEKCHHmGp1rfFOLLssx7EVfay5m2A3JIvkG+iushfN/zF3vnzv36uTS7eXWpO69TdWhv3PNcHflAfmEW6FTz/v0qwc6ami7BzW20XDZjdI3mbMbhiyStl3cofcXfWQqR6KiohQZGenc2HOdH3vKzGlq1q6FVsxaqmfaTyp33JXHN2nuoj9r6NChpc63eP20xEs5D+enANUZFKbCj7LKzes6g8JUO+IOp+ZbrHgxqs+/SNfWzT+oX70ghfhcm0R2oV3/uJCr9sMb6sFRDzg1JvmE6mzgA/3Uu3MPLTx4SvKvJ5V1Bb9hl/Iv6IVxU+Tv5++4vxxdfhWpTu1/qd/Pfk5NH36+3Ibnifff0P/743xT2Td5wv8oKamh6l9OUnroY5KlaJmE6waXDKnJ5SQF9B2loUMdP0y5XnEGWSQF+vnrrpyjOhnStdw5N845pjtrD3Z6vtcb2Km7trw7Ux3jZsrqfW2tYT/7Ff1z7cuK7TVQv2rTwamxyAMAANyjct8NvUUiIyN17Ngx2Wy2UtvT0tIkSe3atbvhucXHmT0XuFW8vb01ZWGC1p7fryuFeaX2XSnM09rz+/XUggTT6wwXj/vG39dpz/QVOv5akv67fIeOv5akT6ev0Bt/X1epcSMiIjRh4gTtM84W/Z1ityvnxHe6dPCkck58J8Nul4yipvWEiRPKbARUJCYmRnl5ebp0+VKp7ZmXMpWXl1fm1WXOik+YoqD2jbRv5spSNdk/c6WC2jdSfMKUSo8NVDfe3t6a8KfJej3tTWXm/+z3Mf+SXk97U+NfmlypddBvxtgREREaP368vvX/4YbjfhdwQePHj69UPv3mD6Pk/WCIrtiyS22/bMuS94Mh+s0fRpkes9jzCfGKHB6mN05/o3XfZuv973O07ttsvXH6G0UOD9PzCfGVHhuobvz9/FUv87Aky7U1cYsZdkkW1cs8bKr5W8zb21v9O96vtHdnys9eulnpZ7+itHdnqn+H+yv1Hmr8+AnauHSdumqrAo3SORJoZKursVWblq3T+PHm30MNjx6s5lmfOczZ335FzbM+0/DoyjV/paL7YMT2GqhFI3trz2vjdXxjgva8Nl6LH41WbK+BlboZMgAAuLUsxvXfa/YwycnJGjx4sDZs2KCRI6+tLTho0CAdOXJEZ86cKffN11//+lc9+eST+uyzz9SlSxdJks1mU1RUlIKDg/XZZ5+Znk9WVpZCQ0N15coVhYQ4sRAg4KQtW7Zo6pQp8r2Qr9reAcou/FG2sAAtWLiwSm+qb+a4CfFPaUjdKN3hE1Sy/bItV9supuqPqxdX+Y8Bm82mTz75RJcvX9Ydd9yhnj17Ot5ArpIKrAVKfnuTzp/6RuFNG2nQE4/I18/X1BielgeeNh9UH0U5MlW1rwaqjl+oLlmvKCf4Ry1YuKDKv+c3Y+wtW7Zo+PDhssii1ne0KBk3/fJXMmRo8+bNVc8na4F2rt+uzLMXdOdd9RQ9qr98TGZIeazWAq1+O1lnTp3X3U3DFf/EIPmRT0CZViSt14U7O0gB4dc2/nhe9TIPa/zQyn8gIxVlydPPPK123ToovHFjnf/6a/3ns3/ptb+8VuX3UMvemKlZz/STT/1f6kcFK0A5Kjh3VH96/R/67e/mVWl8a4FVOw7s0ZW8HxUaGKC+9/WQn69fpce7XmFhYZVvhkweAADgHh7dAJakAQMG6NChQ5o/f75atGih9evX66233tKaNWsUF1d0A5nx48dr1apVOnnypJo0aSJJys/PV8eOHZWVlaWXX35Z4eHhWrJkiZKSkvSPf/yjUmvR8YYFN5Mr3lTfynFvVnP5duFpeeBp80H1crNy5GaNvWXLFk2ZMkVff/11yba77rpLC8kn5oNqJ9+ar//bnaxLV6+qTq1a+nWvQZW68rcsN/M91LRpUxURJoXXC9b5Czk6d8Gi11+v+gdrno48AADAPTy+AZyTk6MXXnhBmzZtUmZmplq3bq2ZM2fq0UcfLTlm7NixWrVqlTIyMtS0adOS7d9//72mT5+ubdu2KTc3V1FRUZo7d6769etXqbnwhgUo7WY2hTydp+WBp80HcDfyyXPywNPmA3iCmppR5AEAAO7h8Q1gT8IbFgDFPC0PPG0+ANzH0/LA0+YDwH3IAwAA3MOjbwIHAAAAAAAAAKg819xRqYYovlg6KyurgiMBVHfFOeApX6IgnwAUI58AeCpPyycAAGoKGsAmZGdnSyq6kQwASEW5EBoa6u5pkE8AHJBPADyVp+QTAAA1BWsAm2C32/Xtt9+qdu3aslgsZR6TmpqqXr16affu3YqKirq1E7wNUS9zqJfzbnatDMNQdna2GjZsKC8v96+mQz65HvUyh3qZczPrdTvmk8RryAxqZQ71Mqcm5RMAADUFVwCb4OXlpcaNG9/wmODg4JL/5cYGFaNe5lAv592KWnnSlSvkk+tRL3Oolzk3u163Wz5JvIbMoFbmUC9zalI+AQBQU/CxKwAAAAAAAABUUzSAAQAAAAAAAKCaogEMAAAAAAAAANUUDWAAAAAAAAAAqKZoALtYRESEEhISFBER4e6p3BaolznUy3nUyhE1MYd6mUO9zKFejqiJ86iVOdTLHOoFAED1YzEMw3D3JAAAAAAAAAAArscVwAAAAAAAAABQTdEABgAAAAAAAIBqigYwAAAAAAAAAFRTNIABAAAAAAAAoJqiAQwAAAAAAAAA1RQNYA/Ru3dvBQQEKDg4WMHBwYqOjnb3lG4L+/fvl5eXl1566SV3T8WjPfroo6pfv75CQkLUvn17bdu2zd1T8lj5+fkaN26c7rrrLoWEhKhr167at2+fu6fldmSUeeSTc8gn55FPZSOfzCOfnEM+OY98AgDAs9EA9iDLly9XTk6OcnJytHPnTndPx+PZ7XZNnTpV9913n7un4vFefPFFnT17VllZWVq+fLni4uJ08eJFd0/LI9lsNt1zzz3au3evLl++rMmTJysmJka5ubnunprbkVHOI5+cRz45j3wqH/nkPPLJeeST88gnAAA8Gw1g3LbefPNNPfDAA2rdurW7p+Lx2rZtKz8/P0mSj4+PrFarvvnmGzfPyjPVqlVLs2fP1t133y0vLy+NGTNGdrtdX375pbunhtsI+eQ88sl55BNcgXxyHvnkPPIJAADPRgP4OtnZ2Zo+fboGDBigsLAwWSwWzZkzp8xjc3JyNHXqVDVs2FABAQGKiorShg0bqvT406ZNU1hYmPr27avU1NQqjXUruLNeFy9e1KJFi5SQkFDpMW41d7++4uLiFBAQoI4dOyo6OlqRkZFVGu9mc3e9iqWnpysvL0/Nmzd3yXhV4e6a3E4ZRT6Z4+7XFvlUOeTTNeSTc8gn88inyvGkfAIAADSAS7l48aKWLVum/Px8DRs27IbHxsbGatWqVUpISFBycrI6d+6sUaNGad26dZV67FdeeUUZGRk6c+aMHnroIT344IO6cuVKpca6VdxZr5kzZ+rpp59WaGhopc53B3fWS5LWrl2rnJwc/f3vf9eAAQNksVgqPdat4O56SVJubq5Gjx6tWbNmKTg4uEpjuQIZ5TzyyRx3/76RT+aRT9eQT84jn8wjn8zztHwCAACSDJSw2+2G3W43DMMwfvjhB0OSkZCQ4HDcBx98YEgy1q1bV2p7//79jYYNGxo2m61kW3R0tOHv71/mz6xZs8qdS9u2bY0PP/zQNU/sJnFXvQ4dOmR07NjRKCwsNAzDMMaMGWPMnTv3Jj1L1/Gk19dDDz1kfPDBB655YjeJu+tltVqNhx56yIiPjy+Zh7u5uybX8/SMIp/M8aTXFvlEPhUjn8gnw/Cs1xb5dHvmEwAAMAyfW9dq9nzOfqK/detWBQcHa8SIEaW2jxs3To899pg+//xz3X///ZKkHTt2VGouXl5eMgyjUufeKu6q1549e3T06FGFh4dLKvr6mre3t06cOKHVq1ebfBa3jie9vgoLC/XVV19V6txbxZ31stvtio+Pl7e3t1asWOExV/t40mvI0zOKfDLHk15b5NONkU8VI5/KRj6RT9erSfkEAABYAqJSvvjiC7Vp00Y+PqX75+3bty/Zb8bly5e1fft25efny2q1avHixTp37py6devmsjm7k6vrNWHCBJ04cUKpqalKTU1VTEyMfve732nBggUum7M7ubpe586dU2Jioq5evSqbzaZNmzZp165d6tWrl8vm7E6urpckTZo0Sd999502btzoMO7tgIxyHvlkDvlkDvnkiHxyHvlkDvlkDvkEAEDNwn+ZK+HixYtq1qyZw/Y777yzZL8ZBQUFmjlzptLT0+Xn56d7771XH374oerUqeOS+bqbq+sVHBxcaj2xoKAghYSEqG7dulWbqIdwdb0kaeHChXriiSdksVjUsmVLbdq0Sffee2+V5+oJXF2v06dPa/ny5QoICFC9evVKticnJ6tHjx5Vm+wtQkY5j3wyh3wyh3xyRD45j3wyh3wyh3wCAKBmoQFcSTf6SpPZrzuFhYXp0KFDVZ2SR3NlvX5u5cqVVTrfE7myXg0aNNCePXuqOiWP5sp6NWnSxKO/OuwsMsp55JM55JM55JMj8sl55JM55JM55BMAADUHS0BUQt26dcv8VDwzM1PStU/OUYR6mUO9zKFejqiJ86iVOdTLHOrliJo4j1qZQ73MoV4AANQsNIArITIyUseOHZPNZiu1PS0tTZLUrl07d0zLY1Evc6iXOdTLETVxHrUyh3qZQ70cURPnUStzqJc51AsAgJqFBnAlPPzww8rJyVFiYmKp7atWrVLDhg3VpUsXN83MM1Evc6iXOdTLETVxHrUyh3qZQ70cURPnUStzqJc51AsAgJqFNYB/Jjk5WVevXlV2drYk6ejRo9q8ebMkafDgwQoKCtKgQYPUv39/TZ48WVlZWWrRooXWr1+vjz76SGvWrJG3t7c7n8ItRb3MoV7mUC9H1MR51Moc6mUO9XJETZxHrcyhXuZQLwAA4MBAKU2aNDEklfmTkZFRclx2drbx1FNPGQ0aNDD8/PyM9u3bG+vXr3ffxN2EeplDvcyhXo6oifOolTnUyxzq5YiaOI9amUO9zKFeAADg5yyGwe1aAQAAAAAAAKA6Yg1gAAAAAAAAAKimaAADAAAAAAAAQDVFAxgAAAAAAAAAqikawAAAAAAAAABQTdEABgAAAAAAAIBqigYwAAAAAAAAAFRTNIABAAAAAAAAoJqiAQwAAAAAAAAA1RQNYAAAAAAAAACopmgAAwAAwJSVK1fKYrFozpw5pbaPHTtWFotFKSkppbb37t1bFotFp06duulzK28OAAAAQE1FAxgAAAC3jaZNm8pisbh7GgAAAMBtgwYwAAAAXGLevHk6duyY7rvvvho9BwAAAMCT+Lh7AgAAAKgeIiIiFBERUePnAAAAAHgSrgAGAAA10rFjxzR69Gg1b95cAQEBCgsLU1RUlKZOnarvvvvO4fi0tDTFxcWpUaNG8vf3V8OGDTVu3Lgy17WdM2eOLBaLVq5cqQMHDmjIkCGqW7euLBaLUlNTJUkWi0VNmzYtc27lrbF7/Vq6GzduVOfOnRUUFKRGjRpp+vTpslqtkqSTJ09q1KhRCg8PV1BQkKKjo3XkyBHTNTpy5IiGDBmi0NBQhYaGqn///tq/f3+5x5tZf/fUqVOyWCzq3bt3mfuvr6EkpaSkyGKx6PTp05KK6lf8c30dbzSHs2fPatKkSWrSpIn8/f0VHh6u2NhYHTx48Ibzy8vL04wZM0rOa9GihebPny/DMCp8ngAAAIC70QAGAAA1zuHDh9WxY0etXbtWYWFhevjhh9WlSxdZrVYtWrRIx48fL3V8YmKiOnXqpHXr1ikiIkIxMTFq0KCBVq5cqU6dOuk///lPmY/zySefqHv37jp16pQGDBignj17ysur6m+/Fi1apMcff1y+vr4aOHCgrFarXn31VU2cOFFffvmlunbtqgMHDqhHjx5q0aKFdu3apT59+uj77793+jE+//xzdevWTR988IGaNWumwYMH69y5c+rVq5f27dtX5edgVoMGDTRmzBjVqlVLkjRmzJiSn+HDh1d4flpamjp06KBly5YpKChIsbGxatmypbZu3ar7779ff/vb38o8z2q1asCAAVq2bJnatGmjPn366JtvvtGMGTP04osvuvQ5AgAAADcDS0AAAIAaZ/HixcrLy1NiYqJiY2NL7Tt27JjuuOOOkn9nZGQoPj5egYGB2r59u3r27Fmyb/Xq1RozZozGjRunAwcOODzOO++8o/nz52v69Okunf+KFSu0c+dO9ejRQ5J07tw5RUVF6d1339XBgwcVHx+vV199VV5eXjIMQ2PHjtXq1au1ZMkS/fGPf6xwfLvdrrFjxyo3N1fz5s3TjBkzSva9+OKLeumll1z6fJzRunVrrVy5UikpKbp69WrJlcHOMAxDcXFxunDhgmbOnKk//elPJTeS27x5s0aOHKnx48erZ8+eql+/fqlz9+/frx49eujEiROqV6+eJOnQoUPq1q2bFixYoBkzZig4ONhlzxMAAABwNa4ABgAANc758+clSdHR0Q772rRpU2oN2UWLFik3N1evvPJKqeavJMXHx2vYsGE6ePCgDh8+7DBWu3bt9Oyzz7p49tK0adNKmr9S0dWxcXFxMgxDVqtV8+fPL7nS2GKx6JlnnpEk7d6926nxU1JSlJ6erlatWum5554rtS8hIUF33323i57JrZGSkqK0tDTdc889mjt3bknzV5KGDx+uYcOGKTs7W++8847DuV5eXlq+fHlJ81eSOnXqpEGDBik3N1eHDh26Jc8BAAAAqCwawAAAoMbp2LGjpKIG7oEDB2S328s9dvv27ZKkX//612Xu7969uySVuY7s0KFDSzUbXaV///4O25o1ayapaJ1gH5/SX/Jq3ry5JJW5tnFZPv30U0nSiBEjHObv4+Pj1JILnmTPnj2SpJEjR8rb29th/+jRo0sdd72mTZuqVatWDtuLtzlbUwAAAMBdWAICAADUOM8++6w+/fRTJSUlKSkpSaGhoerSpYuGDBmisWPHqnbt2iXHFt/krUGDBjcc88KFCw7bbtaVso0aNXLYVrw27o325efnOzX+t99+K6n8+d9uVwAXP5/ybrpXvL34uOs1bty4zHOKl31wtqYAAACAu9AABgAANU5ISIh27typvXv3KikpSSkpKdqxY4c+/vhjzZs3T3v27Cm5arawsFAWi0Xx8fE3HLNt27YO2wICAio1vxtdkSzphlcVu+KKY8MwXDZWZVVUg8qo6PmUtd+dNQAAAABcgQYwAACokSwWi7p3716yhMMPP/ygKVOmaP369Xr++ee1ceNGSUVXgJ48eVKLFy9WSEiIyx7f19dXOTk5Ze47e/asyx6nMho2bChJOn36dJn7z5w5U+XH8PPzk6RbUoPi55ORkVHm/uLnef3azwAAAEB1wRrAAAAAksLCwjRnzhxJUlpaWsn2fv36SZLee+89lz5eRESELl68qMzMTId9H3/8sUsfy6zipnhiYmLJ1cDFbDabEhMTq/wY9erVk6+vrzIyMmSz2Urts1qt5d6wrrhx/PNzbqT4hnkbN25UYWGhw/41a9aUOg4AAACoTmgAAwCAGmfp0qVlXg2anJwsqfQat88884wCAwM1bdo0JSUlOZyTmZmpJUuWKC8vz9QcevXqJUmaO3duyTbDMDRv3jzt27fP1Fiu1qdPH7Vq1Urp6en6y1/+UmrfSy+9VO6VwWb4+fmpa9euyszM1BtvvFGyvaCgQNOmTSv3at3iq3mPHz/u9GP17t1bkZGRysjI0OzZs0s1td977z1t2bJFwcHBGjt2bOWeDAAAAODBWAICAADUOEuXLtXkyZP1y1/+Um3atJGPj4+OHz+u1NRUBQYGKiEhoeTYli1bas2aNXr88ccVExOjX/ziF2rTpo0Mw9Dp06d19OhRWa1WPfbYYwoMDHR6Ds8995w2b96shQsXKiUlRc2bN1daWprOnj2rJ598UkuWLLkZT90pXl5eWrlypfr27avp06dr/fr1at26tb744gulp6drwoQJWr58eZUfZ/bs2Ro4cKCmTp2qjRs3qkGDBvrnP/+p3NxcjRkzRqtWrXI4JyYmRrt371bfvn3Vp08f1apVS/Xq1dPLL79c7uNYLBatXbtWffr00Z///Gdt3bpVUVFROnPmjPbu3SsfHx+9/fbbFd7oDwAAALgdcQUwAACocebOnasnnnhCFotFO3bsUFJSknJzc/Xb3/5WR44cUbdu3UodHxsbq3//+9+aNGmSCgoKlJycrJSUFOXn5ysuLk7btm1TaGioqTm0bdtWO3fuVO/evXXixAlt375dzZs31/79+9W5c2dXPt1K6datm/bt26dBgwbpq6++0rZt2xQWFqZdu3bpgQcecMlj9OvXT++//746d+6sw4cPa/fu3eratasOHjyopk2blnnOU089pVmzZik4OFiJiYlasWKFNmzYUOFjRUZG6vDhw5o4caJycnK0efNmHT9+XMOGDdPevXs1YsQIlzwnAAAAwNNYjJ8v7AYAAAAAAAAAqBa4AhgAAAAAAAAAqikawAAAAAAAAABQTdEABgAAAAAAAIBqigYwAAAAAAAAAFRTNIABAAAAAAAAoJqiAQwAAAAAAAAA1RQNYAAAAAAAAACopmgAAwAAAAAAAEA1RQMYAAAAAAAAAKopGsAAAAAAAAAAUE3RAAYAAAAAAACAaooGMAAAAAAAAABUU/8fd8ZYzurLqgkAAAAASUVORK5CYII=", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# make dict mapping serum to run:\n", - "serum_neuts = {\n", - " '2365': ['230909_neuts_tidy'],\n", - " '3857': ['231018_neuts-tidy', '231023_neuts_tidy'],\n", - " '3856': ['231021_3856-4584_tidy'],\n", - " '4584': ['231021_3856-4584_tidy'],\n", - " '3944': ['231027_neuts-tidy'],\n", - " '197C': ['231031_neuts_tidy'], \n", - " '74C': ['231031_neuts_tidy'], \n", - "}\n", - "\n", - "df_list = []\n", - "\n", - "for serum in serum_neuts:\n", - " i=0\n", - " for filename in serum_neuts[serum]:\n", - " df = pd.read_csv(f'neut_data/{filename}.csv')\n", - " df['serum'] = df['serum'].astype(str)\n", - " df = df[df['serum'] == serum]\n", - " \n", - " if i>0:\n", - " df['serum'] = serum + '_2'\n", - " \n", - " # drop lowest conc for 3944 run\n", - " if serum == '3944':\n", - " df = df[df['concentration'] > 1e-5]\n", - " \n", - " # drop S145H for 2365 run, and rename WT\n", - " if serum == '2365':\n", - " virus_dict = {\n", - " 'HK19_wt': 'WT',\n", - " }\n", - " \n", - " df = df.replace({'virus': virus_dict})\n", - " df = df[df['virus'] != 'S145K']\n", - " \n", - "# if serum == '197C':\n", - "# df = df[df['virus'] != 'S145H'] \n", - "# df = df[df['virus'] != 'S193D']\n", - " \n", - "# virus_dict = {\n", - "# 'S193D_old': 'S193D',\n", - "# }\n", - " \n", - "# df = df.replace({'virus': virus_dict})\n", - " \n", - " df_list.append(df)\n", - " \n", - " i+=1\n", - "\n", - "# get full df and drop S124R\n", - "full_neut_df = pd.concat(df_list)\n", - "full_neut_df = full_neut_df[full_neut_df['virus'] != 'S124R']\n", - "\n", - "# order viruses for plotting\n", - "virus_order = ['WT', 'Y159N', 'T160K', 'T160K-Y159N', 'K189E', 'S193D', 'S193Y', 'E50K', 'S145H', 'S145K', 'T160S']\n", - "\n", - "full_neut_df['virus'] = pd.Categorical(full_neut_df.virus, categories=virus_order, ordered=True)\n", - "full_neut_df.sort_values('virus')\n", - "\n", - "full_neut_df = full_neut_df.set_index('virus').loc[virus_order].reset_index()\n", - "\n", - "# order sera for plotting\n", - "serum_order = ['2365','3856', '3857', '3857_2', '4584', '197C', '74C', '3944']\n", - "\n", - "virus_colors = {\n", - " 'WT': ['black', 'o'],\n", - " 'E50K': ['#CC6677', 'o'],\n", - " 'S145H': ['#999933', 'o'],\n", - " 'S145K': ['#DDCC77', 'o'],\n", - " 'Y159N': ['#117733', 'o'],\n", - " 'T160K': ['#882255', 'o'],\n", - " 'T160S': ['#88CCEE', 'o'],\n", - " 'T160K-Y159N': ['#BBBBBB', 'o'],\n", - " 'K189E': ['#44AA99', 'o'],\n", - " 'S193D': ['#332288', 'o'],\n", - " 'S193Y': ['#AA4499','o'],\n", - "}\n", - "\n", - "# cb_palette = ['black', '#CC6677', '#999933', '#DDCC77', '#117733', \n", - "# '#882255', '#88CCEE', '#44AA99', '#332288', '#AA4499']\n", - "\n", - "full_neut_df['serum'] = pd.Categorical(full_neut_df.serum, categories=serum_order, ordered=True)\n", - "full_neut_df.sort_values('serum')\n", - "\n", - "full_neut_df = full_neut_df.set_index('serum').loc[serum_order].reset_index()\n", - "\n", - "\n", - "# fit with neutcurve package\n", - "fits = neutcurve.CurveFits(full_neut_df)\n", - "\n", - "fig, axes = fits.plotSera(xlabel='serum dilution',\n", - " max_viruses_per_subplot=4,\n", - " sharex=False,\n", - " virus_to_color_marker=virus_colors\n", - " )\n", - "\n", - "# bbox = matplotlib.transforms.Bbox([[0, 0], [13, 10]])\n", - "# plt.savefig('full_neut_curves.pdf', bbox_inches=bbox)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "f6cc8622-6062-41e9-93b4-2366900eb4c2", - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": "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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig1_df = full_neut_df[full_neut_df['serum'].isin(['3944', '197C'])]\n", - "fig1_df = fig1_df[fig1_df['virus'].isin(['WT', 'S145K', 'S145H', 'Y159N', 'T160K', 'T160S', 'K189E', 'S193D'])]\n", - "\n", - "virus_colors = {\n", - " 'WT': ['black', 'o'],\n", - " 'E50K': ['#CC6677', 's'],\n", - " 'S145H': ['#999933', '>'],\n", - " 'S145K': ['#DDCC77', '^'],\n", - " 'Y159N': ['#117733', 's'],\n", - " 'T160K': ['#882255', 'D'],\n", - " 'T160S': ['#88CCEE', 'v'],\n", - " 'T160K-Y159N': ['#BBBBBB', 'o'],\n", - " 'K189E': ['#44AA99', '<'],\n", - " 'S193D': ['#332288', 'p'],\n", - " 'S193Y': ['#AA4499','o'],\n", - "}\n", - "\n", - "# fit with neutcurve package\n", - "fits = neutcurve.CurveFits(fig1_df)\n", - "\n", - "fig, axes = fits.plotSera(xlabel='serum dilution',\n", - " max_viruses_per_subplot=8,\n", - " sharex=False,\n", - " ncol=1,\n", - " virus_to_color_marker=virus_colors\n", - " ) \n", - "\n", - "bbox = matplotlib.transforms.Bbox([[0, 0], [5, 6]])\n", - "# plt.savefig('fig1_curves.pdf', bbox_inches=bbox)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "4197b6ea-edbc-49b4-8fe0-fddaabdd1725", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "def get_fold_changes(fits, ic):\n", - " ic_df = fits.fitParams(ics=[ic])\n", - "\n", - " # Initialize an empty DataFrame to store the results\n", - " fold_changes = pd.DataFrame()\n", - "\n", - " # Iterate through unique serum names\n", - " for serum_name in ic_df['serum'].unique():\n", - " # Filter data for the current serum\n", - " serum_data = ic_df[ic_df['serum'] == serum_name]\n", - "\n", - " # Find the 'WT' ICX value for the current serum\n", - " wt_ic = serum_data[serum_data['virus'] == 'WT'][f'ic{ic}'].values[0]\n", - "\n", - " # Filter out the 'WT' rows for the current serum\n", - " # variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", - " variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", - "\n", - " # Calculate log2 fold changes for the current serum\n", - " variant_data[f'log2_fold_change_ic{ic}'] = np.log2(variant_data[f'ic{ic}'] / wt_ic)\n", - "\n", - " # Append the results to the fold_changes DataFrame\n", - " fold_changes = pd.concat([fold_changes, variant_data[['serum', 'virus', f'log2_fold_change_ic{ic}', ]]])\n", - "\n", - " # Reset the index of the final DataFrame\n", - " fold_changes = fold_changes.reset_index(drop=True)\n", - "\n", - " # Rename the 'virus' column to 'variant'\n", - " fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", - " \n", - " # Remove '_2' from sera with 2 independent runs\n", - " fold_changes['serum'] = fold_changes['serum'].str.replace('_2', '')\n", - " \n", - " return fold_changes" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "105eedef-b8d0-4916-886c-1b4ea4ed64a8", - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "ics = [50, 80, 90]\n", - "\n", - "for ic in ics:\n", - " fold_changes = get_fold_changes(fits, ic)\n", - " \n", - " fold_changes.to_csv(f'ic{ic}_fold_changes.csv', index=False)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "83eac2ba-0153-4d72-8a60-c30fa0da5de8", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "37b97fea-7c3a-4e92-b3c6-109b72c19d3e", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { diff --git a/experiments/validations_hk19/validations_final.ipynb b/experiments/validations_hk19/validations_final.ipynb new file mode 100644 index 0000000..9ce306f --- /dev/null +++ b/experiments/validations_hk19/validations_final.ipynb @@ -0,0 +1,306 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "id": "3657aed8-0aae-4d69-845c-a1e6c6afbe8f", + "metadata": {}, + "source": [ + "## Generating finalized neut curves\n", + "This notebook generates finalized plots for all serum validation neuts (Figure S7), and neut curves for sera 3944 and 197C (Figure 1D-E). We also generate a dataframe of fold-change ICXX from the WT curve on each run, for analyzing correlation between DMS escape scores and neut assay results.\n", + "\n", + "For detailed analysis of each independent neutralization assay experiment, see `validation_neut_curves_tests.ipynb`" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "fbebb6c0-5fd7-4bb2-81a4-80a259a0228a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import pandas as pd\n", + "\n", + "import neutcurve\n", + "from neutcurve.colorschemes import CBMARKERS, CBPALETTE\n", + "\n", + "import numpy as np\n", + "\n", + "import matplotlib\n", + "from matplotlib import pyplot as plt\n", + "\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" + ] + }, + { + "cell_type": "markdown", + "id": "d4ed3647-f3b3-4de9-babc-f380f3a1f8ec", + "metadata": {}, + "source": [ + "### Get neut data from relevant runs for each serum\n", + "See `validation_neut_curves_tests.ipynb` for analysis of all runs, and justification for these selections." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "20a064cc-6592-4a0c-aeec-e2a83e78696b", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# make dict mapping serum to run:\n", + "serum_neuts = {\n", + " '2365': ['230909_neuts_tidy'],\n", + " '3857': ['231018_neuts-tidy', '231023_neuts_tidy'],\n", + " '3856': ['231021_3856-4584_tidy'],\n", + " '4584': ['231021_3856-4584_tidy'],\n", + " '3944': ['231027_neuts-tidy'],\n", + " '197C': ['231031_neuts_tidy'], \n", + " '74C': ['231031_neuts_tidy'], \n", + "}\n", + "\n", + "# get data from relevant dfs for each serum\n", + "df_list = []\n", + "for serum in serum_neuts:\n", + " i=0\n", + " for filename in serum_neuts[serum]:\n", + " df = pd.read_csv(f'neut_data/{filename}.csv')\n", + " df['serum'] = df['serum'].astype(str)\n", + " df = df[df['serum'] == serum]\n", + " \n", + " if i>0:\n", + " df['serum'] = serum + '_2'\n", + " \n", + " # drop lowest conc for 3944 run\n", + " if serum == '3944':\n", + " df = df[df['concentration'] > 1e-5]\n", + " \n", + " # drop S145H for 2365 run, and rename WT\n", + " if serum == '2365':\n", + " virus_dict = {\n", + " 'HK19_wt': 'WT',\n", + " }\n", + " \n", + " df = df.replace({'virus': virus_dict})\n", + " df = df[df['virus'] != 'S145K']\n", + " \n", + " df_list.append(df)\n", + " \n", + " i+=1\n", + "\n", + "# get full df and drop S124R - fluorescence was significantly different\n", + "# from all other variants in MOI tests, which skewed data on all runs\n", + "full_neut_df = pd.concat(df_list)\n", + "full_neut_df = full_neut_df[full_neut_df['virus'] != 'S124R']" + ] + }, + { + "cell_type": "markdown", + "id": "7de8f286-44dc-4383-bab0-d89788ea043e", + "metadata": {}, + "source": [ + "### Plot finalized neut curves\n", + "Generate a plot of neuts for all sera, and neuts for 3944 and 197C alone (shown in Figure 1)." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "94345153-6892-49f9-9787-113d6e2ddf7f", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# order viruses for plotting\n", + "virus_order = ['WT', 'Y159N', 'T160K', 'T160K-Y159N', 'K189E', 'S193D', 'S193Y', 'E50K', 'S145H', 'S145K', 'T160S']\n", + "\n", + "full_neut_df['virus'] = pd.Categorical(full_neut_df.virus, categories=virus_order, ordered=True)\n", + "full_neut_df.sort_values('virus')\n", + "\n", + "full_neut_df = full_neut_df.set_index('virus').loc[virus_order].reset_index()\n", + "\n", + "# order sera for plotting\n", + "serum_order = ['2365','3856', '3857', '3857_2', '4584', '197C', '74C', '3944']\n", + "\n", + "full_neut_df['serum'] = pd.Categorical(full_neut_df.serum, categories=serum_order, ordered=True)\n", + "full_neut_df.sort_values('serum')\n", + "\n", + "full_neut_df = full_neut_df.set_index('serum').loc[serum_order].reset_index()\n", + "\n", + "# set custom colorscheme\n", + "virus_colors = {\n", + " 'WT': ['black', 'o'],\n", + " 'E50K': ['#CC6677', 'o'],\n", + " 'S145H': ['#999933', 'o'],\n", + " 'S145K': ['#DDCC77', 'o'],\n", + " 'Y159N': ['#117733', 'o'],\n", + " 'T160K': ['#882255', 'o'],\n", + " 'T160S': ['#88CCEE', 'o'],\n", + " 'T160K-Y159N': ['#BBBBBB', 'o'],\n", + " 'K189E': ['#44AA99', 'o'],\n", + " 'S193D': ['#332288', 'o'],\n", + " 'S193Y': ['#AA4499','o'],\n", + "}\n", + "\n", + "# fit with neutcurve package\n", + "fits = neutcurve.CurveFits(full_neut_df)\n", + "\n", + "fig, axes = fits.plotSera(xlabel='serum dilution',\n", + " max_viruses_per_subplot=4,\n", + " sharex=False,\n", + " virus_to_color_marker=virus_colors\n", + " )\n", + "\n", + "bbox = matplotlib.transforms.Bbox([[0, 0], [13, 10]])\n", + "plt.savefig('finalized_neut_curves.pdf', bbox_inches=bbox)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "383e0da6-406e-4c65-a8ec-329790cff39e", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": "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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig1_df = full_neut_df[full_neut_df['serum'].isin(['3944', '197C'])]\n", + "fig1_df = fig1_df[fig1_df['virus'].isin(\n", + " ['WT', 'S145K', 'S145H', 'Y159N', 'T160K', 'T160S', 'K189E', 'S193D']\n", + ")]\n", + "\n", + "# fit with neutcurve package\n", + "fits_fig1 = neutcurve.CurveFits(fig1_df)\n", + "\n", + "fig, axes = fits_fig1.plotSera(xlabel='serum dilution',\n", + " max_viruses_per_subplot=8,\n", + " sharex=False,\n", + " ncol=1,\n", + " virus_to_color_marker=virus_colors\n", + " ) \n", + "\n", + "bbox = matplotlib.transforms.Bbox([[0, 0], [5, 6]])\n", + "plt.savefig('fig1_curves_197C-3944.pdf', bbox_inches=bbox)" + ] + }, + { + "cell_type": "markdown", + "id": "5a14d34d-3ea9-4baa-9176-82674b75f8f3", + "metadata": {}, + "source": [ + "### Calculate fold-change in ICXX for analysis of DMS correlations" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6acc2ece-a7f3-427c-a563-bf8db1a3f6f1", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "def get_fold_changes(fits, ic):\n", + " ic_df = fits.fitParams(ics=[ic])\n", + "\n", + " # Initialize an empty DataFrame to store the results\n", + " fold_changes = pd.DataFrame()\n", + "\n", + " # Iterate through unique serum names\n", + " for serum_name in ic_df['serum'].unique():\n", + " # Filter data for the current serum\n", + " serum_data = ic_df[ic_df['serum'] == serum_name]\n", + "\n", + " # Find the 'WT' ICX value for the current serum\n", + " wt_ic = serum_data[serum_data['virus'] == 'WT'][f'ic{ic}'].values[0]\n", + "\n", + " # Filter out the 'WT' rows for the current serum\n", + " # variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", + " variant_data = serum_data[serum_data['virus'] != 'WT'].copy()\n", + "\n", + " # Calculate log2 fold changes for the current serum\n", + " variant_data[f'log2_fold_change_ic{ic}'] = np.log2(variant_data[f'ic{ic}'] / wt_ic)\n", + "\n", + " # Append the results to the fold_changes DataFrame\n", + " fold_changes = pd.concat([fold_changes, variant_data[['serum', 'virus', f'log2_fold_change_ic{ic}', ]]])\n", + "\n", + " # Reset the index of the final DataFrame\n", + " fold_changes = fold_changes.reset_index(drop=True)\n", + "\n", + " # Rename the 'virus' column to 'variant'\n", + " fold_changes = fold_changes.rename(columns={'virus': 'variant'})\n", + " \n", + " # Remove '_2' from sera with 2 independent runs\n", + " fold_changes['serum'] = fold_changes['serum'].str.replace('_2', '')\n", + " \n", + " return fold_changes" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "6e00601e-e1a9-4528-aae3-144067ae37a1", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "# test IC50, 80, and 90 fold-changes\n", + "ics = [50, 80, 90]\n", + "\n", + "for ic in ics:\n", + " fold_changes = get_fold_changes(fits, ic)\n", + " \n", + " fold_changes.to_csv(f'ic{ic}_fold_changes.csv', index=False)" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3 (ipykernel)", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +}