From e68202e5259f89cafe85c6df2006b0ec0e0548d8 Mon Sep 17 00:00:00 2001 From: Dennis Potter Date: Wed, 17 Oct 2018 23:57:19 +0200 Subject: [PATCH 1/4] Placed conditional block at right position. --- lib/nodes/loopback.c | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/lib/nodes/loopback.c b/lib/nodes/loopback.c index 6f949e499..1024f5182 100644 --- a/lib/nodes/loopback.c +++ b/lib/nodes/loopback.c @@ -50,12 +50,12 @@ int loopback_parse(struct node *n, json_t *cfg) l->queueflags = QUEUE_SIGNALLED_EVENTFD; else if (!strcmp(mode_str, "pthread")) l->queueflags = QUEUE_SIGNALLED_PTHREAD; -#ifdef __APPLE__ else if (!strcmp(mode_str, "polling")) l->queueflags = QUEUE_SIGNALLED_POLLING; -#endif /* __APPLE__ */ +#ifdef __APPLE__ else if (!strcmp(mode_str, "pipe")) l->queueflags = QUEUE_SIGNALLED_PIPE; +#endif /* __APPLE__ */ else error("Unknown mode '%s' in node %s", mode_str, node_name(n)); } From e5144575dda0e3fe8c62a7697a15aff3b657416a Mon Sep 17 00:00:00 2001 From: Dennis Potter Date: Thu, 18 Oct 2018 10:21:20 +0200 Subject: [PATCH 2/4] Version is able to plot histograms and medians. Yet to be done before code is cleaned: 3d plots of rate/size combination --- tests/benchmarks/evaluate_logs.ipynb | 587 +++++++++++++++++---------- 1 file changed, 366 insertions(+), 221 deletions(-) diff --git a/tests/benchmarks/evaluate_logs.ipynb b/tests/benchmarks/evaluate_logs.ipynb index fa7545296..8ef82eef8 100644 --- a/tests/benchmarks/evaluate_logs.ipynb +++ b/tests/benchmarks/evaluate_logs.ipynb @@ -9,15 +9,15 @@ }, { "cell_type": "code", - "execution_count": 161, + "execution_count": 159, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Using root directory: test_dir_5\n", - "Available subdirs: ['infiniband_RC_20181016_01-16-06', 'infiniband_UC_20181016_01-17-36', 'infiniband_UD_20181016_01-19-06']\n" + "Using root directory: 3d\n", + "Available subdirs: ['infiniband_UD_20181018_02-24-30']\n" ] } ], @@ -30,7 +30,7 @@ "# FOR NOTEBOOK USE #\n", "# SET DIRECTORY HERE #\n", "# #\n", - "rootdir = \"test_dir_5\"\n", + "rootdir = \"3d\"\n", "# #\n", "#############################\n", "\n", @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 177, + "execution_count": 160, "metadata": {}, "outputs": [ { @@ -97,59 +97,65 @@ }, { "cell_type": "code", - "execution_count": 163, + "execution_count": 123, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Loaded input dataset from: 0_RC-10-100-500_input.csv\n", - "Loaded output dataset from: 0_RC-10-100-500_output.csv\n", - "Loaded input dataset from: 1_RC-10-1000-5000_input.csv\n", - "Loaded output dataset from: 1_RC-10-1000-5000_output.csv\n", - "Loaded input dataset from: 2_RC-10-10000-50000_input.csv\n", - "Loaded output dataset from: 2_RC-10-10000-50000_output.csv\n", - "Loaded input dataset from: 3_RC-10-25000-125000_input.csv\n", - "Loaded output dataset from: 3_RC-10-25000-125000_output.csv\n", - "Loaded input dataset from: 4_RC-10-50000-250000_input.csv\n", - "Loaded output dataset from: 4_RC-10-50000-250000_output.csv\n", - "Loaded input dataset from: 5_RC-10-100000-500000_input.csv\n", - "Loaded output dataset from: 5_RC-10-100000-500000_output.csv\n", + "Loaded input dataset from: 0_RC-1-20000-100000_input.csv\n", + "Loaded output dataset from: 0_RC-1-20000-100000_output.csv\n", + "Loaded input dataset from: 1_RC-2-20000-100000_input.csv\n", + "Loaded output dataset from: 1_RC-2-20000-100000_output.csv\n", + "Loaded input dataset from: 2_RC-4-20000-100000_input.csv\n", + "Loaded output dataset from: 2_RC-4-20000-100000_output.csv\n", + "Loaded input dataset from: 3_RC-8-20000-100000_input.csv\n", + "Loaded output dataset from: 3_RC-8-20000-100000_output.csv\n", + "Loaded input dataset from: 4_RC-16-20000-100000_input.csv\n", + "Loaded output dataset from: 4_RC-16-20000-100000_output.csv\n", + "Loaded input dataset from: 5_RC-32-20000-100000_input.csv\n", + "Loaded output dataset from: 5_RC-32-20000-100000_output.csv\n", + "Loaded input dataset from: 6_RC-64-20000-100000_input.csv\n", + "Loaded output dataset from: 6_RC-64-20000-100000_output.csv\n", "Settings for this subdirectory: \n", - "[['infiniband_RC', '0', 'RC', '10', '100', '500'], ['infiniband_RC', '1', 'RC', '10', '1000', '5000'], ['infiniband_RC', '2', 'RC', '10', '10000', '50000'], ['infiniband_RC', '3', 'RC', '10', '25000', '125000'], ['infiniband_RC', '4', 'RC', '10', '50000', '250000'], ['infiniband_RC', '5', 'RC', '10', '100000', '500000']]\n", + "[['infiniband', '0', 'RC', '1', '20000', '100000'], ['infiniband', '1', 'RC', '2', '20000', '100000'], ['infiniband', '2', 'RC', '4', '20000', '100000'], ['infiniband', '3', 'RC', '8', '20000', '100000'], ['infiniband', '4', 'RC', '16', '20000', '100000'], ['infiniband', '5', 'RC', '32', '20000', '100000'], ['infiniband', '6', 'RC', '64', '20000', '100000']]\n", "\n", "\n", - "Loaded input dataset from: 10_UC-10-50000-250000_input.csv\n", - "Loaded output dataset from: 10_UC-10-50000-250000_output.csv\n", - "Loaded input dataset from: 11_UC-10-100000-500000_input.csv\n", - "Loaded output dataset from: 11_UC-10-100000-500000_output.csv\n", - "Loaded input dataset from: 6_UC-10-100-500_input.csv\n", - "Loaded output dataset from: 6_UC-10-100-500_output.csv\n", - "Loaded input dataset from: 7_UC-10-1000-5000_input.csv\n", - "Loaded output dataset from: 7_UC-10-1000-5000_output.csv\n", - "Loaded input dataset from: 8_UC-10-10000-50000_input.csv\n", - "Loaded output dataset from: 8_UC-10-10000-50000_output.csv\n", - "Loaded input dataset from: 9_UC-10-25000-125000_input.csv\n", - "Loaded output dataset from: 9_UC-10-25000-125000_output.csv\n", + "Loaded input dataset from: 10_UC-8-20000-100000_input.csv\n", + "Loaded output dataset from: 10_UC-8-20000-100000_output.csv\n", + "Loaded input dataset from: 11_UC-16-20000-100000_input.csv\n", + "Loaded output dataset from: 11_UC-16-20000-100000_output.csv\n", + "Loaded input dataset from: 12_UC-32-20000-100000_input.csv\n", + "Loaded output dataset from: 12_UC-32-20000-100000_output.csv\n", + "Loaded input dataset from: 13_UC-64-20000-100000_input.csv\n", + "Loaded output dataset from: 13_UC-64-20000-100000_output.csv\n", + "Loaded input dataset from: 7_UC-1-20000-100000_input.csv\n", + "Loaded output dataset from: 7_UC-1-20000-100000_output.csv\n", + "Loaded input dataset from: 8_UC-2-20000-100000_input.csv\n", + "Loaded output dataset from: 8_UC-2-20000-100000_output.csv\n", + "Loaded input dataset from: 9_UC-4-20000-100000_input.csv\n", + "Loaded output dataset from: 9_UC-4-20000-100000_output.csv\n", "Settings for this subdirectory: \n", - "[['infiniband_UC', '10', 'UC', '10', '50000', '250000'], ['infiniband_UC', '11', 'UC', '10', '100000', '500000'], ['infiniband_UC', '6', 'UC', '10', '100', '500'], ['infiniband_UC', '7', 'UC', '10', '1000', '5000'], ['infiniband_UC', '8', 'UC', '10', '10000', '50000'], ['infiniband_UC', '9', 'UC', '10', '25000', '125000']]\n", + "[['infiniband', '10', 'UC', '8', '20000', '100000'], ['infiniband', '11', 'UC', '16', '20000', '100000'], ['infiniband', '12', 'UC', '32', '20000', '100000'], ['infiniband', '13', 'UC', '64', '20000', '100000'], ['infiniband', '7', 'UC', '1', '20000', '100000'], ['infiniband', '8', 'UC', '2', '20000', '100000'], ['infiniband', '9', 'UC', '4', '20000', '100000']]\n", "\n", "\n", - "Loaded input dataset from: 12_UD-10-100-500_input.csv\n", - "Loaded output dataset from: 12_UD-10-100-500_output.csv\n", - "Loaded input dataset from: 13_UD-10-1000-5000_input.csv\n", - "Loaded output dataset from: 13_UD-10-1000-5000_output.csv\n", - "Loaded input dataset from: 14_UD-10-10000-50000_input.csv\n", - "Loaded output dataset from: 14_UD-10-10000-50000_output.csv\n", - "Loaded input dataset from: 15_UD-10-25000-125000_input.csv\n", - "Loaded output dataset from: 15_UD-10-25000-125000_output.csv\n", - "Loaded input dataset from: 16_UD-10-50000-250000_input.csv\n", - "Loaded output dataset from: 16_UD-10-50000-250000_output.csv\n", - "Loaded input dataset from: 17_UD-10-100000-500000_input.csv\n", - "Loaded output dataset from: 17_UD-10-100000-500000_output.csv\n", + "Loaded input dataset from: 14_UD-1-20000-100000_input.csv\n", + "Loaded output dataset from: 14_UD-1-20000-100000_output.csv\n", + "Loaded input dataset from: 15_UD-2-20000-100000_input.csv\n", + "Loaded output dataset from: 15_UD-2-20000-100000_output.csv\n", + "Loaded input dataset from: 16_UD-4-20000-100000_input.csv\n", + "Loaded output dataset from: 16_UD-4-20000-100000_output.csv\n", + "Loaded input dataset from: 17_UD-8-20000-100000_input.csv\n", + "Loaded output dataset from: 17_UD-8-20000-100000_output.csv\n", + "Loaded input dataset from: 18_UD-16-20000-100000_input.csv\n", + "Loaded output dataset from: 18_UD-16-20000-100000_output.csv\n", + "Loaded input dataset from: 19_UD-32-20000-100000_input.csv\n", + "Loaded output dataset from: 19_UD-32-20000-100000_output.csv\n", + "Loaded input dataset from: 20_UD-64-20000-100000_input.csv\n", + "Loaded output dataset from: 20_UD-64-20000-100000_output.csv\n", "Settings for this subdirectory: \n", - "[['infiniband_UD', '12', 'UD', '10', '100', '500'], ['infiniband_UD', '13', 'UD', '10', '1000', '5000'], ['infiniband_UD', '14', 'UD', '10', '10000', '50000'], ['infiniband_UD', '15', 'UD', '10', '25000', '125000'], ['infiniband_UD', '16', 'UD', '10', '50000', '250000'], ['infiniband_UD', '17', 'UD', '10', '100000', '500000']]\n", + "[['infiniband', '14', 'UD', '1', '20000', '100000'], ['infiniband', '15', 'UD', '2', '20000', '100000'], ['infiniband', '16', 'UD', '4', '20000', '100000'], ['infiniband', '17', 'UD', '8', '20000', '100000'], ['infiniband', '18', 'UD', '16', '20000', '100000'], ['infiniband', '19', 'UD', '32', '20000', '100000'], ['infiniband', '20', 'UD', '64', '20000', '100000']]\n", "\n", "\n" ] @@ -173,7 +179,7 @@ " output_dataset.append([])\n", "\n", " # Acquire node type from the directory\n", - " matchObj = re.match(r'(\\w*)_2\\w*', subdir, re.M|re.I)\n", + " matchObj = re.match(r'(\\w*)_\\w\\w_', subdir, re.M|re.I)\n", " \n", " # Fill value to array\n", " if matchObj:\n", @@ -209,8 +215,6 @@ " \n", " # Regex to match input files\n", " if re.match(r'.*?_input.csv', file, re.M|re.I):\n", - " #input_paths.append(os.path.join(subdir, file))\n", - " \n", " # Load file \n", " input_dataset[i].append(np.genfromtxt(\"{}/{}/{}\".format(rootdir, subdir, file), delimiter=','))\n", " \n", @@ -218,8 +222,6 @@ "\n", " # Regex to match output files files\n", " elif re.match(r'.*?_output.csv', file, re.M|re.I):\n", - " #output_paths.append(os.path.join(subdir, file))\n", - " \n", " output_dataset[i].append(np.genfromtxt(\"{}/{}/{}\".format(rootdir, subdir, file), delimiter=','))\n", " \n", " print(\"Loaded output dataset from: {}\".format(file))\n", @@ -244,31 +246,34 @@ }, { "cell_type": "code", - "execution_count": 164, + "execution_count": 124, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Test infiniband_RC (RC) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband_RC (RC) is missing 10 (0.2%) of 5000 in in-file.\n", - "Test infiniband_RC (RC) is missing 137 (0.27%) of 50000 in in-file.\n", - "Test infiniband_RC (RC) is missing 362 (0.29%) of 125000 in in-file.\n", - "Test infiniband_RC (RC) is missing 672 (0.27%) of 250000 in in-file.\n", - "Test infiniband_RC (RC) is missing 2768 (0.55%) of 500000 in in-file.\n", - "Test infiniband_UC (UC) is missing 668 (0.27%) of 250000 in in-file.\n", - "Test infiniband_UC (UC) is missing 2563 (0.51%) of 500000 in in-file.\n", - "Test infiniband_UC (UC) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband_UC (UC) is missing 10 (0.2%) of 5000 in in-file.\n", - "Test infiniband_UC (UC) is missing 138 (0.28%) of 50000 in in-file.\n", - "Test infiniband_UC (UC) is missing 338 (0.27%) of 125000 in in-file.\n", - "Test infiniband_UD (UD) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband_UD (UD) is missing 11 (0.22%) of 5000 in in-file.\n", - "Test infiniband_UD (UD) is missing 142 (0.28%) of 50000 in in-file.\n", - "Test infiniband_UD (UD) is missing 323 (0.26%) of 125000 in in-file.\n", - "Test infiniband_UD (UD) is missing 701 (0.28%) of 250000 in in-file.\n", - "Test infiniband_UD (UD) is missing 2394 (0.48%) of 500000 in in-file.\n" + "Test infiniband (RC) is missing 302 (0.3%) of 100000 in in-file.\n", + "Test infiniband (RC) is missing 254 (0.25%) of 100000 in in-file.\n", + "Test infiniband (RC) is missing 265 (0.27%) of 100000 in in-file.\n", + "Test infiniband (RC) is missing 270 (0.27%) of 100000 in in-file.\n", + "Test infiniband (RC) is missing 266 (0.27%) of 100000 in in-file.\n", + "Test infiniband (RC) is missing 270 (0.27%) of 100000 in in-file.\n", + "Test infiniband (RC) is missing 281 (0.28%) of 100000 in in-file.\n", + "Test infiniband (UC) is missing 334 (0.33%) of 100000 in in-file.\n", + "Test infiniband (UC) is missing 275 (0.27%) of 100000 in in-file.\n", + "Test infiniband (UC) is missing 273 (0.27%) of 100000 in in-file.\n", + "Test infiniband (UC) is missing 340 (0.34%) of 100000 in in-file.\n", + "Test infiniband (UC) is missing 260 (0.26%) of 100000 in in-file.\n", + "Test infiniband (UC) is missing 260 (0.26%) of 100000 in in-file.\n", + "Test infiniband (UC) is missing 286 (0.29%) of 100000 in in-file.\n", + "Test infiniband (UD) is missing 266 (0.27%) of 100000 in in-file.\n", + "Test infiniband (UD) is missing 275 (0.27%) of 100000 in in-file.\n", + "Test infiniband (UD) is missing 365 (0.36%) of 100000 in in-file.\n", + "Test infiniband (UD) is missing 256 (0.26%) of 100000 in in-file.\n", + "Test infiniband (UD) is missing 263 (0.26%) of 100000 in in-file.\n", + "Test infiniband (UD) is missing 279 (0.28%) of 100000 in in-file.\n", + "Test infiniband (UD) is missing 288 (0.29%) of 100000 in in-file.\n" ] } ], @@ -306,31 +311,34 @@ }, { "cell_type": "code", - "execution_count": 171, + "execution_count": 125, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Test infiniband_RC (RC) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband_RC (RC) is missing 15 (0.3%) of 5000 in out-file.\n", - "Test infiniband_RC (RC) is missing 171 (0.34%) of 50000 in out-file.\n", - "Test infiniband_RC (RC) is missing 444 (0.36%) of 125000 in out-file.\n", - "Test infiniband_RC (RC) is missing 858 (0.34%) of 250000 in out-file.\n", - "Test infiniband_RC (RC) is missing 3056 (0.61%) of 500000 in out-file.\n", - "Test infiniband_UC (UC) is missing 838 (0.34%) of 250000 in out-file.\n", - "Test infiniband_UC (UC) is missing 2849 (0.57%) of 500000 in out-file.\n", - "Test infiniband_UC (UC) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband_UC (UC) is missing 16 (0.32%) of 5000 in out-file.\n", - "Test infiniband_UC (UC) is missing 174 (0.35%) of 50000 in out-file.\n", - "Test infiniband_UC (UC) is missing 424 (0.34%) of 125000 in out-file.\n", - "Test infiniband_UD (UD) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband_UD (UD) is missing 15 (0.3%) of 5000 in out-file.\n", - "Test infiniband_UD (UD) is missing 171 (0.34%) of 50000 in out-file.\n", - "Test infiniband_UD (UD) is missing 386 (0.31%) of 125000 in out-file.\n", - "Test infiniband_UD (UD) is missing 851 (0.34%) of 250000 in out-file.\n", - "Test infiniband_UD (UD) is missing 2602 (0.52%) of 500000 in out-file.\n" + "Test infiniband (RC) is missing 383 (0.38%) of 100000 in out-file.\n", + "Test infiniband (RC) is missing 328 (0.33%) of 100000 in out-file.\n", + "Test infiniband (RC) is missing 341 (0.34%) of 100000 in out-file.\n", + "Test infiniband (RC) is missing 348 (0.35%) of 100000 in out-file.\n", + "Test infiniband (RC) is missing 339 (0.34%) of 100000 in out-file.\n", + "Test infiniband (RC) is missing 342 (0.34%) of 100000 in out-file.\n", + "Test infiniband (RC) is missing 354 (0.35%) of 100000 in out-file.\n", + "Test infiniband (UC) is missing 405 (0.4%) of 100000 in out-file.\n", + "Test infiniband (UC) is missing 348 (0.35%) of 100000 in out-file.\n", + "Test infiniband (UC) is missing 349 (0.35%) of 100000 in out-file.\n", + "Test infiniband (UC) is missing 411 (0.41%) of 100000 in out-file.\n", + "Test infiniband (UC) is missing 335 (0.34%) of 100000 in out-file.\n", + "Test infiniband (UC) is missing 332 (0.33%) of 100000 in out-file.\n", + "Test infiniband (UC) is missing 358 (0.36%) of 100000 in out-file.\n", + "Test infiniband (UD) is missing 329 (0.33%) of 100000 in out-file.\n", + "Test infiniband (UD) is missing 341 (0.34%) of 100000 in out-file.\n", + "Test infiniband (UD) is missing 428 (0.43%) of 100000 in out-file.\n", + "Test infiniband (UD) is missing 354 (0.35%) of 100000 in out-file.\n", + "Test infiniband (UD) is missing 363 (0.36%) of 100000 in out-file.\n", + "Test infiniband (UD) is missing 345 (0.34%) of 100000 in out-file.\n", + "Test infiniband (UD) is missing 347 (0.35%) of 100000 in out-file.\n" ] } ], @@ -369,51 +377,57 @@ }, { "cell_type": "code", - "execution_count": 172, + "execution_count": 126, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "First and second sample of test infiniband_RC (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband_RC (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband_RC (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband_RC (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband_RC (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband_RC (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband_RC (RC): 1 and 2, respectively\n", - "First and second sample of test infiniband_RC (RC): 5 and 6, respectively\n", - "First and second sample of test infiniband_RC (RC): 34 and 35, respectively\n", - "First and second sample of test infiniband_RC (RC): 82 and 83, respectively\n", - "First and second sample of test infiniband_RC (RC): 186 and 187, respectively\n", - "First and second sample of test infiniband_RC (RC): 288 and 289, respectively\n", + "First and second sample of test infiniband (RC): 0 and 1, respectively\n", + "First and second sample of test infiniband (RC): 0 and 1, respectively\n", + "First and second sample of test infiniband (RC): 0 and 1, respectively\n", + "First and second sample of test infiniband (RC): 0 and 1, respectively\n", + "First and second sample of test infiniband (RC): 0 and 1, respectively\n", + "First and second sample of test infiniband (RC): 0 and 1, respectively\n", + "First and second sample of test infiniband (RC): 0 and 1, respectively\n", + "First and second sample of test infiniband (RC): 81 and 82, respectively\n", + "First and second sample of test infiniband (RC): 74 and 75, respectively\n", + "First and second sample of test infiniband (RC): 76 and 77, respectively\n", + "First and second sample of test infiniband (RC): 78 and 79, respectively\n", + "First and second sample of test infiniband (RC): 73 and 74, respectively\n", + "First and second sample of test infiniband (RC): 72 and 73, respectively\n", + "First and second sample of test infiniband (RC): 73 and 74, respectively\n", "\n", - "First and second sample of test infiniband_UC (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband_UC (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband_UC (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband_UC (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband_UC (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband_UC (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband_UC (UC): 170 and 171, respectively\n", - "First and second sample of test infiniband_UC (UC): 286 and 287, respectively\n", - "First and second sample of test infiniband_UC (UC): 1 and 2, respectively\n", - "First and second sample of test infiniband_UC (UC): 6 and 7, respectively\n", - "First and second sample of test infiniband_UC (UC): 36 and 37, respectively\n", - "First and second sample of test infiniband_UC (UC): 86 and 87, respectively\n", + "First and second sample of test infiniband (UC): 0 and 1, respectively\n", + "First and second sample of test infiniband (UC): 0 and 1, respectively\n", + "First and second sample of test infiniband (UC): 0 and 1, respectively\n", + "First and second sample of test infiniband (UC): 0 and 1, respectively\n", + "First and second sample of test infiniband (UC): 0 and 1, respectively\n", + "First and second sample of test infiniband (UC): 0 and 1, respectively\n", + "First and second sample of test infiniband (UC): 0 and 1, respectively\n", + "First and second sample of test infiniband (UC): 71 and 72, respectively\n", + "First and second sample of test infiniband (UC): 73 and 74, respectively\n", + "First and second sample of test infiniband (UC): 76 and 77, respectively\n", + "First and second sample of test infiniband (UC): 71 and 72, respectively\n", + "First and second sample of test infiniband (UC): 75 and 76, respectively\n", + "First and second sample of test infiniband (UC): 72 and 73, respectively\n", + "First and second sample of test infiniband (UC): 72 and 73, respectively\n", "\n", - "First and second sample of test infiniband_UD (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband_UD (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband_UD (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband_UD (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband_UD (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband_UD (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband_UD (UD): 1 and 2, respectively\n", - "First and second sample of test infiniband_UD (UD): 4 and 5, respectively\n", - "First and second sample of test infiniband_UD (UD): 29 and 30, respectively\n", - "First and second sample of test infiniband_UD (UD): 63 and 64, respectively\n", - "First and second sample of test infiniband_UD (UD): 150 and 151, respectively\n", - "First and second sample of test infiniband_UD (UD): 208 and 209, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 63 and 64, respectively\n", + "First and second sample of test infiniband (UD): 66 and 67, respectively\n", + "First and second sample of test infiniband (UD): 63 and 64, respectively\n", + "First and second sample of test infiniband (UD): 98 and 99, respectively\n", + "First and second sample of test infiniband (UD): 100 and 101, respectively\n", + "First and second sample of test infiniband (UD): 66 and 67, respectively\n", + "First and second sample of test infiniband (UD): 59 and 60, respectively\n", "\n" ] } @@ -456,65 +470,74 @@ }, { "cell_type": "code", - "execution_count": 173, + "execution_count": 127, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Test infiniband_RC (RC): 1 (1.0%) samples were never transferred \n", + "Test infiniband (RC): 81 (0.4%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_RC (RC): 5 (0.5%) samples were never transferred \n", + "Test infiniband (RC): 74 (0.37%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_RC (RC): 34 (0.34%) samples were never transferred \n", + "Test infiniband (RC): 76 (0.38%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_RC (RC): 82 (0.33%) samples were never transferred \n", + "Test infiniband (RC): 78 (0.39%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_RC (RC): 186 (0.37%) samples were never transferred \n", + "Test infiniband (RC): 73 (0.36%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_RC (RC): 288 (0.29%) samples were never transferred \n", + "Test infiniband (RC): 72 (0.36%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UC (UC): 170 (0.34%) samples were never transferred \n", + "Test infiniband (RC): 73 (0.36%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UC (UC): 286 (0.29%) samples were never transferred \n", + "Test infiniband (UC): 71 (0.36%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UC (UC): 1 (1.0%) samples were never transferred \n", + "Test infiniband (UC): 73 (0.36%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UC (UC): 6 (0.6%) samples were never transferred \n", + "Test infiniband (UC): 76 (0.38%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UC (UC): 36 (0.36%) samples were never transferred \n", + "Test infiniband (UC): 71 (0.36%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UC (UC): 86 (0.34%) samples were never transferred \n", + "Test infiniband (UC): 75 (0.38%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UD (UD): 1 (1.0%) samples were never transferred \n", + "Test infiniband (UC): 72 (0.36%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UD (UD): 4 (0.4%) samples were never transferred \n", + "Test infiniband (UC): 72 (0.36%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UD (UD): 29 (0.29%) samples were never transferred \n", + "Test infiniband (UD): 63 (0.32%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UD (UD): 63 (0.25%) samples were never transferred \n", + "Test infiniband (UD): 66 (0.33%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UD (UD): 150 (0.3%) samples were never transferred \n", + "Test infiniband (UD): 63 (0.32%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband_UD (UD): 208 (0.21%) samples were never transferred \n", + "Test infiniband (UD): 98 (0.49%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 100 (0.5%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 66 (0.33%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 59 (0.29%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n" ] @@ -579,7 +602,7 @@ }, { "cell_type": "code", - "execution_count": 174, + "execution_count": 128, "metadata": {}, "outputs": [], "source": [ @@ -613,7 +636,7 @@ }, { "cell_type": "code", - "execution_count": 175, + "execution_count": 129, "metadata": {}, "outputs": [], "source": [ @@ -644,16 +667,16 @@ }, { "cell_type": "code", - "execution_count": 178, + "execution_count": 130, "metadata": { "scrolled": false }, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -661,9 +684,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -671,9 +694,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -681,9 +704,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -691,9 +714,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -701,9 +724,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -711,9 +734,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -721,9 +744,9 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA5EAAAFeCAYAAAAc85v3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3Xd8VGW++PHPpMCkkAaEJBRDTcjSpPkDKQEWFhAFBQSpwUa5eFWKCoiEqhhdFBHcVUioglGpL1GEEFYUWIJSBEIMECIBEmIaqaSc3x/cHAhpkzoP5Pt+vfK6MOecmc8U9/LkOXMeg6ZpGkIIIYQQQgghhAkszB0ghBBCCCGEEOLBIYNIIYQQQgghhBAmk0GkEEIIIYQQQgiTySBSCCGEEEIIIYTJZBAphBBCCCGEEMJkMogUQgghhBBCCGEyGUQKIYQQQgghhDCZDCKFEEIIIYQQQphMBpFCCCGEEEIIIUwmg0ghhBBCCCGEECaTQaQQQgghhBBCCJNZmTvAHAwGg7kThBBCCCGEEMKsNE0r13E1chAJ5X/BKtPOnTsZOnRo+e8gJobUrl2x/+9/oWFD8zRUEhU6VGhQpUOFBlU6VGhQpUOFBlU6VGhQpUMa1OooriEpKYnMzEzc3NxKPD4rK4sbN25gYWGBjY0NVlZW5frlu6ZpZv+lvQoNqnSo0KBKhwoNVdWhaRq5ublkZGSQm5uLq6srNjY2xe5fkcevUYPIoKAggoKCzJ2h8/LyqvB9WNeqZfaGyqBChwoNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KVCR0UbsrKysLKywsPDo0L/wMzLy8PCwrzfmlKhQZUOFRpU6VChoao7NE0jNjaWzMzMEgeRFWHQVJiSq2YGg0GJmcgKi4mBvn0hJKTcM5FCCCGEePiZOhOZkpJCWloa7u7u1VQmhKgKcXFxWFtb4+zsXOw+FRkTmX8YLoQQQgghhBDigSGDSDMKDw+v8H1k3b5t9obKoEKHCg2gRocKDaBGhwoNoEaHCg2gRocKDaBGhzTcpUKHCg1w51Q9c1OhAdToUKEB1OhQoQHU6SgvGUSa0YULFyp8H9kVHERWRkNlUKFDhQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQxruUqFDhQYhxMNPBpFCCCGEEEIIIUwmg0ghhBBCCCFEmfj7+/PEE08wcOBAHnvsMYKDg4mNjaVXr1706dOH0aNHk5OTw/Hjx3nppZcAmDRpEmFhYWYuF5VBBpFCCCGEEKJE/v7++Pn5meWxfX19MRqN2NvbY29vX6Dj6tWr+Pr6YmtrS6dOnTh79qxZGouS32Zvb1+mtuKe008//aS/Bvk/BoOBEydOEBERQceOHWnatCm7d+8ud3NcXBx/+9vfuH3f16WKe//ff/99DAYDBw8eJDQ0FEdHR/bt28fBgwdxcnLiyJEjdOnSBXd3d1577TUeeeQROnfuXO6+fDt37qR79+7Url27UFf//v2pX78+zs7O9OvXTz/FOzs7m/Hjx+Ph4YGzszNPPPEE0dHRpR5nipKOLenzWxHdu3c36+ddBpFCCCGEEEJpn332GampqaSmphZY8/vll1/Gx8eHv/76i+HDh/Pcc8+ZL/I++W03b94sU1txz6lnz576a5Camsr27dvx9PSkY8eO+Pv788knn3Ds2DEWL15c7ub33nuPF154gVomrkNuZ2dHgwYNsLW1JT09naSkJMaMGUOfPn34/vvvSUlJAWDq1KmsWbOGKVOmlLvtXo6OjsyaNYuXX3650Lbly5cTExNDQkICo0aNYty4cQDk5ubi5eVFWFgYN2/exNvbu8CArrjjTFHascV9fitixowZLFiwoFLuqzxq1CAyKCgIX19fc2cIIYQQQjwQjhw5gr29PcuWLWPz5s36bEpycnKl3P/KlSuZOXMmkZGRZT42JSWFffv2MXfuXGxsbJg5cyaXLl3i3LlzADRr1ozQ0FB9f4PBQFRUlP73P/74g549e+Lg4ICHhwcffPBBoceIiYnB29ub7du3V2pbZRwXGBjI+PHj9bX+ilq4Pj4+3uTmrKwsNmzYwJgxY/TbyvL+a5rG5s2b6d+/PwcPHqRHjx76GoSzZ8/mX//6F7Nnzy50XHleY19fX5555hnq1q1baFvHjh2pVasWeXl55Obmcv78eQCMRiNvv/02Hh4eWFlZFTq1trjjTFHeYz09PYv9jJb2+RwyZAghISHExsaa3FmZatQg0s/Pr8AbZW5eXl4VOj4xMRGDhQV//vknUVFRRf4kJCRUaUNlUaFDhQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQxruUqGjshu6detGamoqc+fOZezYsfpsiqOjY6Xc/7Bhw7C0tKRHjx4MHDiQ3bt3F7n0wezZs6lXrx4DBgzQTxWMjIzEzs4OW1tbfH19SU9Pp1mzZiafhrhgwQIeffRRkpKSOHv2LN26dSu0T3Z2NhcuXCjzoPnetr59+5rcZupzSk5OZseOHYwfP15/LtOmTaNLly7Mnz+fAwcOMGbMGLZt22Zy89GjR6lfvz5ubm76bWV9//v168eaNWt48sknSUpKAuDLL7+kRYsW+Pn50bx5c7Zu3VrgmPK+xiUZMmQIRqORadOmFTv7efz4cdq3b1/m48rzmEV9fktT2ufTaDTSqVMnfvzxxzJ1VhYrszyqAMDb27vcxyYkJNCt2+PsSk2hb7duXCtmvzoOTkRdvoiLi0ulN1QmFTpUaAA1OlRoADU6VGgANTpUaAA1OlRoADU6pOEuFTqqs+Hw4cPMmjWLRo0a8fXXXxfYdv+sWFRUFBEREQwYMKDA7U2aNOH9999n6dKl7Nixg5UrV/Lqq6+ybNkyRo8eDUBAQAA+Pj5omsaCBQsYOnQov//+O2lpadSpU4e0tDTOnj1LWloaDg4OpKammvwc4uLiiI2Nxd3dnccff7zQdk9PT302rSzK22bqcV9++SUdOnSgZcuWwJ33/cSJE3z77bds2LCBXr168cUXX2BrawsUfj+KcubMGVq1amXyc/T39wfQT8/M/7+nT58u9phFixYVuq28r3FJ9uzZQ0ZGBhs2bNBfo3wWFhbExsbyzjvvsHHjRpOPK+9jFvf5tbIqfRhW2uezdevWJb7eValGzUQ+TFJSUkhNTQEbF+jzNgwKKPzjO4dbKUn6+ehCCCGEEJWlR48ehWaVihMVFcW+ffuK3W5tbU379u159NFHSUtLIyYmRt/WpUsX7OzssLe3JyAggKtXrxIREYGdnR2pqak0btyYmzdv0qhRI27duoW9vb1JTQEBAdSuXZuOHTvi5eXFt99+a9Jxpihvm6nHBQYGMmHCBP3vx48fZ+TIkWRmZrJixQq2bduGt7c3e/bsMbk5OTmZOnXqlO2JKszGxoaXXnqJsWPHFjgzLz09naeeeopZs2YV+TW34o4r72MW9/ktjSmfzzp16ugzvtVNBpFmFB4eXvE7sbAEWxewq1f4x6bo2cdKb6gEKnSo0ABqdKjQAGp0qNAAanSo0ABqdKjQAGp0SMNdKnRUVYMpM1lAkUs8bNu2jddee41t27bh6+vLmTNn9P0zMzPZtGkTvXv3ZsCAATg5OXHmzBlmzpxZ5P0bDAa9pUWLFqSmpuoDztu3b3Px4sUCp/RmZWUBcOvWrUL31bBhQ9avX8+1a9eYOXMmkydPNu3FMMG9bXl5eUW2lXZccc/p3LlznDp1ilGjRum3tW3blm+++YZx48axevVqpk+fzokTJ1iyZAlAkacI38/JyanI1wmKfv8PHz7M//t//48RI0aUet/5v0QwpaOypaamcunSJQBycnIYMWIEPXr04NVXXzX5uIo85r3u/fzmvxbFfUZN+XzeunULJyencjVWlAwizagslw5+mBtAjQ4VGkCNDhUaQI0OFRpAjQ4VGkCNDhUaQI0OabhLhY6qanBzc+P8+fPk5uaWuF/+Eg8HDhzQl3gYNWoUH330EaNGjSI0NJS2bdvq+7///vts2LCBGTNmcPHiRebOnYurq6u+PSkpie+//56srCyysrJYuHAh7u7utGrVCgcHBwYMGMC7775LZmYm//znP2nWrBk+Pj768cHBweTk5PD5558Dd64nkW/79u1cu3YNg8GApaVlkbOEMTExtGjRosyzlKa0FXXfphwXGBjIkCFDcHZ21m8zGo36n3Nzc7G2tsbKyoqcnByTm9u2bVvs56eo97+yZqLL8xrn5uaSmZlJTk6O/uf8C9p89dVXpKWlkZWVxaJFi7C2ttZP837xxRdxcnIqdJGa0o4rqbOkY0v6/OYr7jNqyufz/PnztGvXzuTXrTLJIFIIIYQQQpTo2Wefxc7OjoYNG9KoUaNivyqTv8RDv379CizxUJy33nqLffv2MXToUCwtLQttz87O5q233qJu3bq4ublx9OhRdu3apX+f7F//+hdnzpzB2dmZr776ii+//LLA8VlZWbi5uXH48GEmTpyoL3oPEBYWRqdOnbC3t+eTTz5h/fr1RT7+xYsXy/XVoPy2unXrFtlW3H2X9Jxyc3PZtGlTgVNZ7/fKK6+wdOlSvL29efPNN03ufeyxx4iPj+f69euFtpn6/pc2E923b98CM9ElvQ4l2bhxIzY2NixdupRNmzZhY2PDxo0bsbCw4OOPP6ZRo0bUr1+fffv2sXv3buzt7bly5Qrr169nx44d1KlTR7/SbHR0dInHldZZ0rGlfX6h+M9oaZ/PzMxMTpw4Qf/+/U1+3SrTA39hHTs7O7p06QLc+R+igQMHmrlICCGEEOLh4uTkREhISKHbbW1t+euvv/S/5y/xMHnyZCZMmKBfMKVWrVpkZ2cXOr609Qjr16/PyZMni93euHFjDh06VOz2efPmFbp4Sr6lS5eydOnSEh+/Ihd9yW/Ly8sr8nTQ4u67pOdkaWlZ5CDvXo0aNeLXX38tc2/t2rWZOHEiX375JTNmzCiwrbj3/375M9FGo5EpU6boM9ENGjRgz549vP/++4Vei/K8xn5+fgXWeLzXzz//XOTtjzzyCJqmFft+FHdcaZ1eXl7FHlva5xeK/4yW9vncvXs3ffv2pUGDBiXef1V54GcimzZtSmhoKKGhoTKAFEIIIYSoRq6urri6utKrVy9OnDihL/Hw1FNPFbjgR9u2bTl58iTjxo0z6aIiwjzefPNN1q5dy+3bt8t1fP5MdJ8+fUyaiRbl989//lO/Qq45PPAzkX/++Se9evWicePGrFy5sshFR4UQQgghRNW4fy3C06dPF5rtqVOnTokzhkINrq6unD171uT9i5uJnjp1KuPGjSt1JlqU35EjR8z6+GafiVy1ahWdO3emdu3aDBs2rMC27Oxspk+fjouLCy4uLrzyyiuFviB86dIl/vOf/9CvXz/mzZtXnelCCCGEEEJRly5dUmLtzodZcTPRTz75ZJEz0ePHj5eZ6HtERUU9sJ9Rs89Eenh48Pbbb7N//36uXr1aYNuSJUs4fPiw/huRQYMGsWzZMt555x19n/yZx9GjR/Ovf/2r+sIrQWmXea4pDaBGhwoNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KVChwoNomYpaib6fvkz0cV9H1E8eMz+Lj7zzDMMGzaMevXqFdq2bt063n77bdzd3XF3d2fevHmsXbtW356WlqZfavjQoUO0bNmy2rorgwq/eVChAdToUKEB1OhQoQHU6FChAdToUKEB1OhQoQHU6JCGu1ToUKEBTF9X8mFvADU6VGgANTpUaAB1OsrL7DORxUlMTOTq1at06NBBv61Dhw5ER0eTnJyMo6Mj4eHhvPjiizg4OFC7dm2++OILMxYLIYQQQgghxMNP2UFkamoqcOeSwvny/3zr1i0cHR3p1KkTv/32W6n35e/vz8KFCwvctnPnziL39fLy0n+LFx4eXuyiqyrsZ6qLFy9y6tSpIrfVrVuXHj16mPV5yH4F94M7v0lWta+m7Qfyfqi2X3h4OFD8ourm7qtp+8n7odZ+xb0fLi4uNGnShKysLGrXrg3cWZ/u/oud3L59m9u3b5OSkoKtrS2WlpalLr+QP6OSl5cn+8l+sp8Z98tfwiQjI0P/b72o/84rg0Er7+I3lczf35+TJ0+yY8cO4M5MpIuLC5GRkTRv3hyAyMhIWrZsSVJSEo6OjuV+LIPBUO41fyrTzp07GTp0aLmOjYqK4vGmTQmxq09f3zlcs3EuvFNaPOydzeXLl/H09Kz0hsqkQocKDap0qNCgSocKDap0qNCgSocKDap0SINaHcU1JCUlkZmZiZubW4nH5+XlkZSURHp6uv6VIYPBUOYOTdPKdVxlUqFBlQ4VGlTpUKGhqjryxzcWFhbY2tri5OSEpaVlsftXZEyk7Eyks7MzjRo14uTJk/og8uTJkzRu3LjcA8igoCCCgoIqsVIIIYQQ4uFhYWGBi4sLzs7OZGdnk5eXV+rMSFEyMjKwsbGpgsIHq0GVDhUaVOlQoaGqOiwsLDAYDNSqVavKB8pmH0Tm5OToP3l5eWRmZmJhYUGtWrWYNGkSS5cu5fHHHwdg2bJlvPjii+V+LD8/P/z8/JT47YMQQgghhKry/yFaXnl5edja2lZi0YPZoEqHCg2qdKjQoFJHeZl9ELlkyZIC31e0sbGhd+/ehIaGMn/+fP766y9at24NwNixY5k7d265H0tmIoUQQgghhBCiYsx+bVl/f380TSvwExoaCoC1tTWffvopiYmJJCYmsmrVKqysyj/u9fPz0+9bCCGEEEIIIUTZmX0QKYQQQgghhBDiwWH201mrk2qns+YvH1DTG0CNDhUaQI0OFRpAjQ4VGkCNDhUaQI0OFRpAjQ5puEuFjspo0DSN7OxsMjIyyMvLK9fVG3Nzc7l9+3aFWypChQZVOlRoUKVDhYaq6jAYDFhYWGA0Gqv84jrKLPFRnVRZ4qM0CQkJpKSkFLnt6tWrjOrZs8JLfAghhBDi4WfqEh85OTnExsaSk5ODtbU1lpaWGAwGuSihEIrL/1pgXl4et2/fxtLSEldX1xIvkPVQLvFR0yUkJODZtDm3UpKK3cejGnuEEEII8fBLT09H0zQ8PDywtrY2d44QohxycnKIi4sjPT29QldZLkmN+k5kUFAQvr6+5s7QhYeHF7stJSXlzgDSdw4MCij889jUKm+oTip0qNAAanSo0ABqdKjQAGp0qNAAanSo0ABqdEjDXSp0VEaDpaVlhQeQ5VlbsrKp0ABqdFRWw82bN/nrr78qtSM1NZUbN26Qk5NTkbQKNZhDVXZYWVlhZWVVpWde1qhBpGpXZ71w4ULpO9m4gF29wj9Gp+prqAYqdKjQAGp0qNAAanSo0ABqdKjQAGp0qNAAanRIw10qdKjQIB5eXbp0oXfv3pV6nx988AHu7u6cPHmyUu9XVK0aNYgUQgghhBBCiOpgNBr17xR/8MEH5s6pVDKIFEIIIYQQQpQqKiqK33//vVLvM3/N+M6dO1fq/argvffeY8qUKebOqBI1ahCp2ncihRBCCCGEMDd/f3+6du1Kq1at6Nu3L+PGjaNu3br88MMPAMyaNUufUWvTpk2BY69cucKAAQOwt7fH2dmZv//972RlZQF3rgo8fPhwnJyccHBwoGfPnly7dg2A33//Xb9Pg8FAWFiYfp9BQUEYDAZmzZqFu7s7np6eBbYvXbqUevXq0bVrV0aPHo3BYCAqKqrU5xkSEsKjjz6K0WjE3d2dmTNn6tsCAgJo3rw5RqORxo0bM3/+fABCQ0MxGo2MGDGCpk2b8uabb+Ls7MzChQsB8PX1xd7ennnz5mFvb1/gOb722muMGjWq2J4VK1bQvHlznJycGDp0qH4cwMqVK3nkkUcwGo20bNmSzZs3Fzg2Pj6e8PBwkpOTS33eVaFGDSJV+06kEEIIIYQQKvj111/p0KEDBw8eJCEhAaPRyIYNGwB48sknCQgIwNm58JJy8+bNIyQkhKlTpzJ16lSSkpLIzs4G7nzf8dtvv2XUqFG89tpr1KpVi8TERADc3d0JCAigf//+xTbt2rWLUaNGceXKFZYtWwbA0aNHefvtt/Hw8OCxxx7jq6++Mvk5Tpgwgbi4OObOncuzzz7LpUuX9G0//PADHTp0YM6cOTRu3JglS5awb98+ALKysrCwsODPP/9k9+7d+Pj48O9//1s/Nj09ncOHDzNy5EgOHz7MnDlzSm3ZvHkzM2bMwMfHh+nTp3Po0CHGjBkDQGRkJK+++iqurq7Mnz+fxx9/nMjIyALHr1q1itatW7N9+3aTn39lkiU+hBBCCCGEqOE8PDx47733CA4OZubMmQQFBREbGwtA79696d27N6tWrSp0nKZpWFtb07FjRwYPHqwP9vK3AbRr145nn30Wf39/LCzuzGHVrVuXWbNmkZqayo8//lhk08yZM5k8eTJbt27l8uXLAHz33XcAfPbZZ3Tv3p1z584REhJi0nPUNA0HBwd69epF9+7dCyx/ERwcjL29PXFxcbRp04YRI0Zw6tQpunTpAtw5NfXo0aMMHz4cT09Ppk6dWuB+t27diru7Oz///DP79+8vtWX9+vU4ODiwYsUKrKysSEhIYM2aNVy9elV/3Tw8PHjqqado06aNcmu11qiZSNV4eXmZO0GJBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDhQZQo0Ma7lKhQ4UG8WCysLDQB3iWlpZYWlrqM4olee+99xg4cCDPP/88devWZcSIEaSlpQF3ToOdOHEic+fOpUGDBvTv358bN26Y3FS3bl3gzgVq8lvyB7ZNmzYFoHnz5ibf35YtW3BxcaFfv37UrVuXBQsWAHfWVXzttdewtbWlUaNGjBgxArgzw5gv//Up6rWpVasW7u7uAHh6ehIfH19qS0xMDCkpKbRs2ZKmTZuyZs0aAKKjo2nZsiWrV6/m/PnztGvXjsaNG7Njx44Cx+d/l9TPz8/k51+ZZBBpRt7e3uZOUKIB1OhQoQHU6FChAdToUKEB1OhQoQHU6FChAdTokIa7VOhQoQHQByM1vQHU6ChvgynrDDZq1Ijt27eTlJTERx99xDfffMPGjRsBcHJyIigoiISEBLZv305ISAgfffRRuVry1atXD0Cfmbx48aLJx/bq1YsjR44QHx/P008/zaJFiwgPD+fHH39kw4YN9OvXjy1btujfdzR1ncXbt2/r32e8cuWK3gjos50ZGRkFjmnYsCHOzs5s3769wE+rVq3QNI2pU6cSERHBpUuXcHFxKXSBHnN/J7JGnc4aFBREUFCQuTOEEEIIIYR4YOQvT5GSkkJWVhYffPABjo6OvPTSS0ydOpVbt27RunVrfa3H/FMvlyxZwm+//UaHDh34888/C2z7/vvv+f333/nll18A2LRpE6GhoSVeiAZg4MCBLFu2jKlTp9KrVy+TT2UF6NatG506daJhw4acO3dO77G2tgYgOTmZyMhIgoODTb7PfM899xzNmjUjIiKCCRMm6Lc3bdoUg8HA2rVrsbKyws3NjUmTJjFu3DgOHDhAUFAQXbt2JS4ujv379/P7778TGRnJyJEj6d+/P3Z2dsTFxRU6nXXVqlUsXLiQwMBAs8xGmv9XI9VItQvrhIeHmztBiQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDGu5SoUOFBoC8vDxzJyjRAGp0VLRh9uzZzJ49m8TERG7cuMHs2bNZunQpAJ07d+bXX39l6dKlHDhwgDFjxuiDqPbt23Pp0iWWL1/Otm3bGDhwIDNmzABg69atzJ49W/8+5Mcff8zs2bNLnVns2bMn/v7+xMTE8PPPPzN06FDAtNnWzp07s2vXLhYuXMj169dZunQpXl5e9OvXj+nTpxMeHs7q1asZPXp0mV4fOzs7unfvTnBwMD179izwvVB3d3cWLVrErVu3mDt3LsuXLwdg/PjxrFixgvPnz7No0SKCg4P17186Ozvj4eHBunXrWLZsGS4uLnz++edlaqpqBs3UedqHiMFgMHl6uirt3LlT/+DfLyoq6s653oMCwK5e4R1uRuBx6F1C7OrT13cO12wKXy2LtHjYO5vLly/j6elZ5obqpEKHCg2qdKjQoEqHCg2qdKjQoEqHCg2qdEiDWh3FNSQlJZGZmYmbm1uJx6ekpJCWlqZ/v6u88vLyzH4apwoNqnSo0FCZHbm5uVhaWgIwfPhwvv32W9LT07Gxsam2hny+vr6EhYWRmppapuOq+j2Ji4vD2tq6yCvq5qvImKhGnc4qhBBCCCGEeLB16dKFIUOGkJWVxe7du+nSpYtJA0hReWQQKYQQQgghhHhgODo6smLFCgC6d+/Op59+auaimqdGDSLlwjpCCCGEEEI82A4ePGjuBJ1K11upTuY/OboaqXZhHSGEEEIIIYR40NSoQaQQQgghhBBCiIqRQaQZeXl5mTtBiQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDGu5SoUOFBiHEw0+W+FBUdS3xIYQQQoiHX3Uv8SGEMK+qXuJDZiKFEEIIIYR4wAwaNIjNmzebO6PcMjIymDx5Mi4uLjg5OfHKK6/o2/Ly8pg7dy4NGjTAwcGBYcOG6dvi4+MZOnQozs7ONGrUiJUrV5b5sd944w0+++wzk/cPDQ3Fy8sLOzs7nn76aW7dulXqMdnZ2YwfPx43NzecnZ154okniI6OBiA6Ohp7e/sCPwaDgW+++YaMjAyGDRuGm5sbCxcuLPK+V69ezVtvvWVyf1WQQaQZhYeHmztBiQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDGu5SoUOFBrgzCDA3FRqg6jr27t3L2LFjzdpQVvd2vP7660RERHD27Fni4+OZPHmyvu39999n9+7dHD58mKSkJBYvXqxvW7BgAZqmcf36dfbv38+8efM4deqUyQ3Xr19n69atTJo0yaT909PTGTlyJPPnzyc2Npbc3FzmzZtX6nG5ubl4eXnx66+/cvPmTby9vfHz8wOgSZMmpKSkkJqaSmpqKr/99hv29vYMHDiQjRs30rVrV65cucLx48eJjIwsdN8vvPACmzZt4ubNmyY/78omg0gzunDhgrkTlGgANTpUaAA1OlRoADU6VGgANTpUaAA1OlQ+b0VxAAAgAElEQVRoADU6pOEuFTpUaBBVa+3atdjb22NpaVlo6To/Pz9efvllunfvjoODAy+99FKh4ydMmMCECROqqbZoGRkZrF+/ntWrV+Pu7o6VlRVt2rTRt3/22We8//77tGzZEgsLC9q2batvi46OZvDgwRiNRry9vfHx8SEiIsLkx96wYQNDhgyhdu3aJu1/8OBBnJycGDduHPb29rzxxhts3bq11OOMRiNvv/02Hh4eWFlZMWnSJMLCworcNzAwkKeffho7Ozs0TcPC4s4QTdM0/XTT+Ph4ff/atWszaNAgNm7caNJzqAoyiBRCCCGEEOIB8cILL5CamkrPnj2L3P7DDz+wbds2fv/9d7Zu3cqvv/5aYHt0dLR+WqW5REREYGVlxddff42rqyt/+9vf2LVrFwDJyclcuXKF06dP07BhQ1q0aMHnn3+uHzt58mR+/PFHMjIyOHfuHFevXqVHjx4mP/b3339P7969Td7/woUL+Pj4cOjQIcaNG4ePjw83b94kMTHR9CcMHD9+nPbt2xe6PS8vjw0bNugD+/Hjx/PLL7/QpEkTunbtSl5eHtOmTeOdd94pMJPr6+vLd999V6aGymRltkc2g6CgoEK/sRFCCCGEEOJhMXToUBo3bgxA27ZtiYiIoEOHDvp2FdZMT0lJITMzk6tXrxIdHc3PP//MsGHDiIyM5Pbt2wAcOXKECxcucOnSJXr27EnXrl1p3749HTp0ICEhgTp16gDwySeflOlCUGfOnKFVq1Ym75+WlkadOnWIi4vj7NmzODg4AJCamlriRWvuFRsbyzvvvFPkzOG+ffsA6Nu3LwC2trbs2rWLY8eOsWbNGtatW6fPaN6rdevWnD592uTnUdlq1Eykn5+fEv/hCCGEEEIIURVcXFz0P9eqVYvMzEwz1hTN1taWnJwcZs2ahdFopF+/frRo0YL//ve/2NraAvA///M/2Nvb065dO/r27ct//vMfAJ577jm6dOlCeno6ly5dYtWqVfospimSk5P1Aagp7OzsSE1NZeTIkfz222/6RXXs7e1NOj49PZ2nnnqKWbNm4evrW2h7YGAg48aN009hTUpK4rnnniMkJIQVK1YQGxtLx44d8ff3L3BcnTp1SEpKMvl5VLYaNYgUQgghhBBCmFezZs0wGAwYDIYCt2uaRt26dXFycipyG8CJEyfw8/OjVq1aNGnShMGDB/PDDz+Y/NhOTk4mXV01X6tWrTh37pz+93PnzlG/fn2TZiFzcnIYOXIkPXr04NVXXy20PTExkZ07dxb4jqqjoyOBgYHMmTOH48ePY2Njw5UrVwgLC+PixYv6frdu3cLJycnk51HZZBAphBBCCCFEDTF27FiTr+paVZydnenduzf//Oc/yc7O5tChQ0RGRtK1a1cAhg0bxieffEJ6ejrnzp0jJCSEXr16AdChQwc2bNhATk4ON27c4IcffsDHx8fkx27btm2ZLkDVt29fEhMT2bJlC2lpaQQEBDBq1KgC+xw7dowWLVpw7NixAre/+OKLODk58cEHHxR531u2bKFNmzYF+g0GA0ajEbhzhVdra2ssLS2xtLQkOztb3+/8+fO0a9fO5OdR2WQQaUZeXl7mTlCiAdToUKEB1OhQoQHU6FChAdToUKEB1OhQoQHU6JCGu1ToUKFBVK327dtjb2/PTz/9xJQpU7C3t2fZsmUmHx8TE0NMTEwVFppm3bp1nD17FicnJ15++WU2btyIm5sbAB9++CGapuHq6sqgQYN4//339e91BgYGEhYWRr169ejQoQN9+vQpsDxIaQYOHMihQ4dM3t/W1pbg4GD8/f2pX78+AEuXLi2wT0ZGBhcvXiQjI0O/7cqVK6xfv57t27dTp04dfT3Iey9qFBgYWOKVcgcMGMD169epX78+rVq1wtvbW98WGhrK4MGDTX4elc2g5c8N1yAGgwHVn3ZUVBRNmzaFQQFgV6/wDjcj8Dj0LiF29enrO4drNkVMqafFw97ZXL58GU9PzypvFkIIIYSakpKSyMzM1P+RXpyUlBTS0tLKdKESIR4kcXFxdO7cmT/++MPkZT5Uk5WVRfPmzfntt9/0ge394uLisLa2LvG024qMiWQmUgghhBBCCFEjuLq68txzz7Fu3Tpzp5Tb2rVrGTt2bLEDyOrwUAwiDx8+jMFgKLAI54MgPDzc3AlKNIAaHSo0gBodKjSAGh0qNIAaHSo0gBodKjSAGh3ScJcKHSo0AAXWs6vJDaBGhwoNoEZHXl4ey5cvZ+rUqWbvKK9p06axfPnySqwpu4diELlixQo6d+5s7owyK8uXeh/mBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDhQZQo0Ma7lKhQ4UGIcTD74EfRO7evZsePXpgZ2dn7hQhhBBCCCGEeOiZfRC5atUqOnfuTO3atRk2bFiBbdnZ2UyfPh0XFxdcXFx45ZVXyMnJ0bfn5eWxZs0as09HCyGEEEIIoYLQ0NAH4oKKYWFhdOnSBQcHB9q2bcvBgwf1bX5+fri5ueHo6Mhjjz3G0aNH9W3x8fEMHToUZ2dnGjVqxMqVK8v82G+88QafffaZyfuHhobi5eWFnZ0dTz/9tMnrTPbv319fU7Jfv35FnikQGRmJ0WjE398fuHOl12HDhuHm5sbChQuLvN/Vq1fz1ltvmdxfFcw+iPTw8ODtt9/mpZdeKrRtyZIlHD58mLNnz3L27Fl++umnApcw3rJlC0899ZS+looQQgghhBBCfRMnTmT48OEkJSXx5ptv8uyzz+rfE3z99de5fPkyycnJLF68mKFDh+rbFixYgKZpXL9+nf379zNv3jxOnTpl8uPGxsaydetWJk2aZNL+6enpjBw5kvnz5xMbG0tubi7z5s0z6djly5cTExNDQkICo0aNYty4cYX2ef311/nb3/6m/33jxo107dqVK1eucPz4cSIjIwsd88ILL7Bp0yZu3rxpUkdVMPsg8plnnmHYsGHUq1d4GYt169bx9ttv4+7ujru7O/PmzWPt2rX69jNnzvD1118zcOBATp8+zZgxY6ozXQghhBBCiEp39uxZunXrhqOjI926dePs2bP6Nl9fX4KCgvS/e3p6EhoaCoCTkxODBg0iOjpaX5dwz549Be57woQJJa5NWF2io6MZNmwYFhYWDB8+nPj4eP766y/gzlqYNjY2aJpGdnY2cXFxJCQk6McNHjwYo9GIt7c3Pj4+REREmPy4GzZsYMiQISYv73Hw4EGcnJwYN24c9vb2vPHGG2zdutWkYzt27EitWrXIy8sjNzeX8+fPF9i+fft23N3dadu2rX6bpmlYWFjof85fguPeC4jWrl2bQYMGsXHjRpM6qoLZB5HFSUxM5OrVq/rCogAdOnQgOjqa5ORk4M7ofv/+/Xz//fe0a9eOLVu2mCtXCCGEEEKICtM0jdGjRzNixAji4+N55plnGD16tEnr+SUlJbF3716aNGlCamoqqampDBkypMA+0dHRBRa8N5fp06ezfft2cnNz+frrr+nSpUuBJSumTZuG0WhkyJAhDB8+XJ9wmjx5Mj/++CMZGRmcO3eOq1ev0qNHD5Mf9/vvv6d3794m73/hwgV8fHw4dOgQ48aNw8fHh5s3b5KYmGjS8UOGDMFoNDJt2jSmTJmi356RkcE777zD4sWLC+w/fvx4fvnlF5o0aULXrl3Jy8tj2rRpvPPOOwWu6Orr68t3331n8vOobFZme+RSpKamAnd+o5Iv/8+3bt3C0dGxwP75v4Epir+/f6Fzinfu3Fnkvl5eXnh7ewN3LpNd3FXOKmu//I779/vPf/5T7PMpq4sXLxY7zV+3bl39z9XxfIvbD4p+T1R5P6rzdfHy8jLL46r4fuR31PT3I3+/+9+Tmvh+eHt74+XlJe/HPcLDw+X9QN6P0t4PFxcXmjRpQlZWlj4Dk5WVRXZ2doH9MjMz0TSNvLw8fTaktKUIitvv/r9X9P7Ks19lPI+K7lfavvff38WLF4mMjGT69OlYWlryyiuvMH/+fKKiomjatKm+7733ef/fi3rM/L+HhISUuF9pfRXdL9/AgQOZNGkS8+fPx9HRkd27dxc4dvXq1Xz00Ud88803WFhY6NvatWtHQkICderUAeCTTz7B3d3d5L4zZ87QokWLYve//3mkpqZib2/PjRs3OHv2LPb29vrtzs7OpT7unj17yMjIICgoiJYtW+r7L1u2jDFjxlC/fv0CvyAwGo3s2LGDY8eO8dlnn7F27Vrmzp2Lh4dHgfv18vLi9OnTpT5+Uf+dVwpNEQsWLNCGDh2q/z0hIUEDtMjISP22P/74QwO0pKSkCj2WQk+7WJcvX9YAjUEBGiMCC//0nqN5gBZuV1/zeOKfRe8zKEADtMuXL5v76QghhBDCjBITE7Xr16+Xul9ycrJ27dq1aigSxfnll180Dw+PAre5u7trR44c0TRN03r37q0FBgbq2x555BHt4MGD+t8PHjyoPfLII9VQWn6JiYmag4ODtn37di0nJ0f76aefNFdXVy0mJqbI/du2baudO3dO0zRN69GjhzZ79mwtKytLu3Lliubj46Pt3LnT5Me2srLS/vjjD5P3//DDD4scoyQkJJh8H5qmabm5uZqbm5v2119/aRcvXtRatWqlZWRkaJqmaRMnTtQWLFigadqd12b06NHasmXLtISEBG3ixIlagwYN9O35IiIiNGtr62IfLzY2ttTGioyJlD2dNf+KSydPntRvO3nyJI0bNy40C2mqoKAgfH19K6lQCCGEEEKIyuXq6kpCQoI+e5SdnU1CQgKurq7AnZmqe1crSElJKXD8vTOgqoqIiNBXZrC0tKRHjx40adKEn3/+ucj9c3Nz9e+FnjhxAj8/P2rVqkWTJk0YPHgwP/zwg8mP7eTkZPLVVQFatWrFuXPn9L+fO3dOv+JqWaWmpnLp0iVOnz5NREQENjY2GAwG1q9fz8KFCxk9ejSOjo4EBgYyZ84cjh8/jo2NDVeuXCEsLIyLFy/q93Xr1q0CZ2xWN7N/ynJycsjMzCQnJ4e8vDwyMzO5ffs2AJMmTWLp0qXcuHGDGzdusGzZMl588cVyP5afn1+Jp71Wt/zTBmt6A6jRoUIDqNGhQgOo0aFCA6jRoUIDqNGhQgOo0SENd6nQoUIDmH5K48PeAGXvaNasGc2aNWPlypVkZ2fz0Ucf0bx5c/1U1hYtWvDf//4XuHNq6v3fzXNzcyM2NrbAlTvvbRg7dixjx44t79OpkPyOli1bkp6ezu7du9E0jbCwMM6fP4+3tzc3b97k888/Jzk5mZycHNauXUtkZCSdOnUC7lwjZcOGDeTk5HDjxg1++OEHfHx8TG5o27ZtsaeFF6Vv374kJiayZcsW0tLSCAgIYNSoUQX2OXbsGC1atODYsWP6befPn+err74iLS2NrKwsFi1ahLW1Nd7e3gwbNozc3Fz9wjkTJ05kwYIFbN26FYPBoK88kZubi7W1NZaWllhaWhY4LfX8+fO0a9fO5OdR2cw+iFyyZAk2NjYsXbqU3bt3Y2Njw4ABAwCYP38+3bp1o3Xr1rRu3Zru3bszd+7ccj+WajORZfkAP8wNoEaHCg2gRocKDaBGhwoNoEaHCg2gRocKDaBGhzTcpUKHCg2iYgwGA1u3biU4OJh69erxzTff6IMLuLMkxJEjR+jWrRv79++nSZMmBY5v1aoVzz//PG3atKFRo0aFZuliYmKIiYmptudTFGdnZ7766ivmzp2Lg4MDo0eP5uOPP6Zt27ZYWFiwdetWmjdvjrOzM5988gnBwcH6IDowMJCwsDDq1atHhw4d6NOnD5MnTzb5sQcOHMihQ4dM3t/W1pbg4GD8/f31C/8sXbq0wD4ZGRlcvHiRjIwM/TYLCws+/vhjGjVqRP369dm3bx+7d+/Wv1NpigEDBnD9+nXq169Pq1at9O9Hw53rwQwePNjk+6psZr+wjr+/v7645v2sra359NNP+fTTTyvlsfz8/PDz89P/IxRCCCGEEEI1bdu25ejRo0Vua968OWfOnNH/fu8a6vnu//fzvTORqpyVN3jw4CIHQXXr1uXAgQPFHufl5cX+/fvL/bgTJkyga9euBS4yVRpfX98SlxHx9fUtdPVcLy+vYk/Pvd+9S7bcy9LSkuDg4EK3Z2VlsXfv3iLf++pi9plIIYQQQgghhKgOrq6uPPfcc6xbt87cKeW2du1axo4dW2BJlOpm9pnI6hQUFFTsSF8IIYQQQgjx8Fu+fLm5Eypk2rRp5k6oWTORql1YRwghhBBCCCEeNDVqECmEEEIIIYQQomJq1CBStauzenl5mTtBiQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDGu5SoUOFBiHEw8+g3X8poRrAYDAUuoKSaqKiou5cynhQANjVK7zDzQg8Dr1LiF19+vrO4ZpNEQuepsXD3tlcvnwZT0/PKm8WQgghhJqSkpLIzMzEzc2txP1SU1NJSEjAxcUFGxsbLC0tq6lQCFEZ8vLyyMjIICEhAQcHBxwdHYvdtyJjohp1YR0hhBBCCFE8W1tbsrKySExM5K+//sJgMMjSaEI8IDRNQ9M0LCwssLGxKdOalGUlg0gzCg8PL7BoaE1tUKVDhQZVOlRoUKVDhQZVOlRoUKVDhQZVOqRBrY6KNlhYWFC3bl1cXFy4ffs2eXl5BdYYNFV2djbW1tbl7qgMKjSo0qFCgyodKjRUVYeFhQUWFhbUqlWryn/5U6MGkaot8XHhwgWz/z8bFRpU6VChQZUOFRpU6VChQZUOFRpU6VChQZUOaVCro7IaDAaDyQuxFyU1NRU7O7sKd1SECg2qdKjQoEqHCg0qdZRXjbqwjizxIYQQQgghhBAVU6MGkUIIIYQQQgghKkYGkUIIIYQQQgghTFajvhMphBBCCCFKpmkaGRkZZGZmkpeXV64lALKzs8nIyKiCugerQZUOFRpU6VChoao6DAYDFhYWGI1GjEYjFhZVN19YowaRql1YRwghhBBCJdnZ2dy4cQNN06hduzZWVlbl+oeohYWF2ZcGUaFBlQ4VGlTpUKGhqjo0TSMnJ4f4+HgAGjRoUKELZJWkRg0i/fz88PPzU+KDA+Dl5WXuBCUaQI0OFRpAjQ4VGkCNDhUaQI0OFRpAjQ4VGkCNDmm4S4WOijZkZGRgMBho2LBhhWYx8vLyqnQW5EFpUKVDhQZVOlRoqOqOvLw8YmNjSU9Pr7JBpEErzzkKDziDwVCuUzOqU1RUFE2bNoVBAWBXr/AONyPwOPQuIXb16es7h2s2zoX3SYuHvbO5fPkynp6eVd4shBBCCDUlJSWRmZmJm5tbifulpKSQlpaGu7t7NZUJ8eBISEggJycHV1dXc6eUKi4uDmtra5ydixgj/J+KjInMPwwXQgghhBBCCMU988wzNGvWzNwZSpBBpBmFh4ebO0GJBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDhQZQo0Ma7lKhQ4UGuHM6nbmp0ADl6zAajRgMBgwGAx988IFZGsrigw8+wGAwlLoe+/0dYWFhGAwG/P39qy6ulIbK8PXXX2MwGIq89kpxz7EsHUOGDFHm63j5atQgMigoCF9fX3Nn6C5cuGDuBCUaQI0OFRpAjQ4VGkCNDhUaQI0OFRpAjQ4VGkCNDmm4S4UOFRpExb333ntMmTLF3BniPqGhoaSmppo7Qwk1ahDp5+dX6m9IhBBCCCGEuFdISAjt27fHaDTi7u7OzJkz9W0BAQE0b94co9FI48aNmT9/PnBnwGE0Ghk5ciRNmzblzTffxNnZmYULFwLg6+uLvb098+bNw97enp49e3Lt2jUAXnvtNUaNGlVsz4oVK2jevDlOTk4MHTpUPw5g5cqVPPLIIxiNRlq2bMnmzZtNeo4Gg4EBAwbw97//HQcHB70TIDY2lmeeeQYnJydatWrF+vXrgTvX8DAYDMyePRuAPn36mDyz6OnpSZcuXQBYuHAhBoOhwGRP/uuzZMkSnJyccHZ2JiwsjKSkJJ566inq1auHnZ0dnTp10v99n98zduxYHn30UZydnfniiy/0+wwJCeHRRx8t9D4GBQXRrFkzunfvTvv27XnllVdwdnZm7dq1AKxatUqfGba3ty/0uo0cORKASZMmYTAY8PPzM+k5Fvc+Zmdn89JLL+Ho6MgTTzxBZmZmodcvPj6e8PBwkpOTS32tq0KNGkQKIYQQQghRVhMmTCAuLo65c+fy7LPPcunSJX3bDz/8QIcOHZgzZw6NGzdmyZIl7Nu3D4CsrCwsLCz4888/2b17Nz4+Pvz73//Wj01PT+fw4cOMHDmSw4cPM2fOnFJbNm/ezIwZM/Dx8WH69OkcOnSIMWPGABAZGcmrr76Kq6sr8+fP5/HHHycyMtLk53nw4EHat2+Pk5MTixcvJjExEYAxY8awZ88eXnzxRZydnfHz8+Pw4cO4uLgQEBDAkCFDAJgyZQoBAQEMGDCg1MeaN28er776KgD9+/cnICCAqVOnFtgnPT2dtWvX8j//8z8888wzZGVlkZSUxPHjxxk1ahQzZ87k4sWLjB07tsBxO3fuZNCgQWiaxptvvqnfXtL7mH8hytOnT/Prr7/i7u7OunXrAOjRowcBAQFFfh8yICCACRMmADBq1CgCAgIYPXp0qc+xpPdx06ZNfPHFF3To0AFXV1dCQkIKPe6qVato3bo127dvL/W1rgo1aokPIYQQQgghykrTNBwcHOjVqxfdu3enVq1a+rbg4GDs7e2Ji4ujTZs2jBgxglOnTukzUO+++y7Hjh1j+PDheHp6FhgoaZrG1q1bcXd35+eff2b//v2ltgQFBeHg4MCKFSuwsrIiISGBNWvWcPXqVf1Kmx4eHjz11FO0adMGg8Fg8vfvOnfuzIcffoi1tTXLly8nOjqa9PR0QkJCeP755/nggw/4888/adKkCevXr+fzzz9n1qxZAOzZs4dRo0aZ/NWxl156ibCwMD7++GO6d++u38+9NE3jxx9/pEWLFvptWVlZXLx4kdzcXBISEvjjjz/YunUrN2/e1Pd58sknWbZsGZcuXWLbtm0kJyfj6OhY4vsIsH79er788kuef/55oqKi2LZtGwAdOnSgQ4cO7Nmzh9jY2ALHzJo1i6+//poNGzYwcOBAfRaytOe4fv36Yt/H/M9B/mfjl19+ISIiwqTXtbrITKQQQgghhBAl2LJlCy4uLvTr14+6deuyYMECAHJycnjttdewtbWlUaNGjBgxArgzg5bPwsICCwsLLC0tsbS0JDs7W99Wq1YtfTkVT09PfZH4kly9epWUlBRatmxJ06ZNWbNmDQDR0dG0bNmS1atXc/78edq1a0fjxo3ZsWOHyc+zbt26wJ0L+8Cd0yqvXr0KQPPmzQFo3Lgx1tbWxMTEmHy/5WVjY1NgAAkQERFB165dcXBwwNPTk61btwIFX/OingcU/z7ms7a2BijyvapsMTExxb6P8fHxBT4bjzzySKHj/f390TStwKC1OskgUgghhBBCiBL06tWLI0eOEB8fz9NPP82iRYsIDw/nxx9/ZMOGDfTr148tW7bo3yM0de2927dv69+Du3LlCvXq3V0bPH+WLCMjo8AxDRs2xNnZme3btxf4adWqFZqmMXXqVCIiIrh06RIuLi4VvkBPw4YNAfRTP//880+ys7Px8PDQ97GwuDOkKOuVT0s7Ln/7vZYsWcLZs2dZvHgxX3/9tT7zacpr3qtXL37++edC72NxTH0fS3oexW0r6X2sV69eoc/G/cz9nUg5ndWMvLy8zJ2gRAOo0aFCA6jRoUIDqNGhQgOo0aFCA6jRoUIDqNEhDXep0KFCw8OoW7dudOrUiYYNG3Lu3DngzgVV8meukpOTiYyMJDg4uMz3/dxzz9GsWTMiIiL079YBNG3aFIPBwNq1a7GyssLNzY1JkyYxbtw4Dhw4QFBQEF27diUuLo79+/fz+++/ExkZyciRI+nfvz92dnbExcVVeGmIRo0a4evry8aNG3F2dubw4cMAjB8/Xt8nf0C5atUqoqOj9dM/S5M/0/btt9/i6emJh4cHAwcOLPGY/Nf82rVrJCcnc+zYMZOfS7du3ejYsSONGjUq8D6W5vPPPyc5OVkfQOcvu5J/emr+81+/fj0Gg4GWLVvSo0ePEp/jmDFjin0f+/bty5YtW/TPxh9//FGoadWqVSxcuJDAwECzzEbKTKQZeXt7mztBiQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDGu5SoUOFBih6BulBbujcuTO7du1i4cKFXL9+naVLl+Ll5UW/fv2YPn064eHhrF69Wr+giqkddnZ2dO/eneDgYHr27MmyZcv0be7u7ixatIhbt24xd+5cli9fDsDEiRNZsWIF58+fZ9GiRQQHB+vfv3R2dsbDw4N169axbNkyXFxc+Pzzzyv8WmzZsoVBgwbx73//m/j4eNauXUvv3r317U899RRPPPEE+/fvZ9KkScWeQnt/h7u7O2+99RZxcXG8+OKLvPfee6W2+Pv7061bNwIDAwkLC+Ppp582+Xl07tyZ3bt3F3ofS7N06VJmz57NpUuXuH37NrNnz9avSAvw2GOPMWHCBE6fPs3zzz9f4IqwxT3HSZMmFfs+jh8/nokTJ/Lrr79y/fp1+vTpY/JzrC4GzdR52oeIwWAweXraXKKiomjatCkMCgC7eoV3uBmBx6F3CbGrT1/fOVyzcS68T1o87J2tX21KCCGEEDVTUlISmZmZuLm5lbhfSkoKaWlp+uyJqDq+vr6EhYXJuoOiSsTFxWFtbY2zcxFjhP9TkTGR+X9NVI2CgoJMvmJUdSjpHOya1ABqdKjQAGp0qNAAanSo0ABqdKjQAGp0qNAAanRIw10qdKjQAGX/btzD2gBqdKjQAGp0qNAA6nSUV5kHka1bt+a9997jzz//rIqeKuXn56cvRqqCCxcumDtBiQZQo0OFBlCjQ4UGUG56AX4AACAASURBVKNDhQZQo0OFBlCjQ4UGUKNDGu5SoUOFBiHEw6/Mg8hFixZx/PhxvL296du3L4GBgTINL4QQQgghRBmEhobKv6HFA6vMg8iRI0fyzTffcP36dSZMmMC2bdto2LAhzz77LLt27SI3N7cqOoUQQgghhBBCKKDcS3w4ODgwZMgQUlNTiY6OZv/+/Zw6dYopU6bw+eef88QTT1Rmp3jI3bp1i6ioqGK3Ozg44OLiUn1BQgghhBBCiCKVeRCZnp7Ojh072LRpE4cOHaJfv34sXLiQoUOHUqtWLXbs2MH06dNlEClMlpCQwMuTp5CRnlbsPnUcnIi6fFEGkkIIIYQQQphZmU9ndXV15cMPP2TAgAFERUWxa9cuRo4cSa1atQAYNmwYDg4OlR4qHl4pKSl3BpC+c+4saXL/j+8cbqUkkZKSYu5UIYQQQohK4+/vX66F4kNDQ8u8fNvMmTOxt7fHwsJCiQtN/vLLL/Tp0wc7O7tCqyfY29sX+LG0tOTDDz/Ut8+ZMwdnZ2caNGjAqlWryvzYq1ev5q233jJ5/zNnztCxY0dsbW3p06cPMTExJh3n5+eHm5sbjo6OPPbYYxw9erTQPomJidSvX1//HGiaxosvvkiDBg2YPHlykUtwfPfdd0WuSVqdyjyIPHr0KCdOnOC1116jfv36Re5z6tSpCoeZIjY2lu7du9O7d2969OjB77//Xi2PW1lMWdy0JjTobFzurIl5/49N9cw+qvJaqNChQgOo0aFCA6jRoUIDqNGhQgOo0SENd6nQoUKDUNOHH35IamoqTZo0MXcKAEajkZdffpl58+YV2paamqr/XLt2DaPRyDPPPAPAV199xZdffsmZM2c4cOAA8+fP58SJEyY/7u3bt3n33Xd5/fXXTT5m9OjRjBw5kr/++ovWrVszdepUk457/fXXuXz5MsnJySxevJihQ4cWWtpj7ty5d9aG/z8//vgjlpaW+kD1wIEDhe538ODBnD17ltOnT5v8HCpbmQeRXl5eZGZmFrgtMzOT7OzsSosyVb169Th8+DCHDh1iyZIlvPfee9XeUBHe3t7mTlCiQRWqvBYqdKjQAGp0qNAAanSo0ABqdKjQAGp0SMNdKnSo0ABgYWH+pchVaICiO44cOYK9vT3Lli1j8+bN+oxbcnIyAFevXuUf//gHTk5OtGvXjp9++kk/1snJiUGDBhEdHa0ft2fPHgCOHTvGY489hqOjI02bNmXZsmVommbya7Fq1aoq/Qzd29GxY0eee+45PDw8Sjxm69atdOrUSR9oBQcH89JLL9GoUSPatGnD8OHD2bZtm8kNu3btom3btjRo0MCk/c+ePcuVK1eYMWMGNjY2zJ07l71793Lr1q1Sj23fvj02NjZomkZ2djZxcXEkJCQAd16LEydOcPnyZQYPHqwfU9z7lZCQUGBWcvTo0XzxxRcmPYeqUOb/uoYPH65/UPPt3btX/+1AdbK0tNRf5KSkJNq3b1/tDUIIIYQQQpRFt27dSE1NZe7cuYwdO1afdXN0dARg8uTJtG7dmri4OObNm8fw4cNJT08H7vybd+/evTRp0kQ/bsiQIQBkZ2ezePFibt68SUhICB999BHfffedyV3x8fHKrTUaGBjIhAkT9L9fuHABHx8fZsyYwVdffYWPj0+Zmvfu3Uvv3r1N3v/ChQs0b96cqKgo/vGPf+Du7o6NjQ2RkZEmHT9t2jSMRiNDhgxh+PDh1KtXD7gzWPzf//1fAgICCuw/YMAAsrKy9MF1q1atmD17NjNmzCgwcPX19S3Te1vZyjyIPHz4MEOHDi1w2xNPPMHhw4fLFbBq1So6d+5M7dq1GTZsWIFt2dnZTJ8+HRcXF1xcXHjllVfIyckpsM+5c+fo3r07r7zySpk+ECoIDw83d4ISDapQ5bVQoUOFBlCjQ4UGUKNDhQZQo0OFBlCjQxruUqFDhQag0Cl7NbUByt6RnZ3N999////Zu/O4qOr98eOvQVARRSB3UeG6gDuWa+UXtFtqq7lWZlLXvFZ6b92b+4ZlWNpqmnVdmq63rpVd5Wt7V0XrZ2pqpGKQG+G4KyDIosLM7w++M+wCwzDnrbyfjwePhDnMec05nyE+nDNneP7556lduzajR4+mfv367Ny5s9zvvf3227nrrruoXbs2wcHBREREsG/fvgo3REVFlfoaPFep7LZISEjgl19+YeTIkY6vZWZm0qBBAw4dOsSJEyfw9fWt1Ptt7t+/nw4dOlR4efv6UlNTOXDgALm5uZVa5zvvvENGRgZr165l9OjRjq+vWLGCrl270rVr1yLLm0wmVq9ezdatW/Hw8GDRokVMmDABs9lc5LozHTt25MiRI44/LrhbpSeRPj4+ZGYWvYpmRkYGPj4+TgW0aNGC2bNn8+STT5a4bcGCBfzwww/Ex8cTHx/P999/T3R0dJFlOnXqxPbt2/n888+ZPHmyUw1GcddfeiwWC0lJSaV+7N692y0N1wMpf3mT0CGhAWR0SGgAGR0SGkBGh4QGkNGhDQUkdEhoUFVz/vx5rFZrkdMtmzVrxpkzZ8r93sTERIYMGUKTJk3w8/Njw4YNXLlypTpzq9X777/P/fff7zhCC/lzkUuXLrFx40aee+45MjIyqF+/foXv8+LFizRo0KDCy9vX17dvX06cOEGdOnUqvU77HwNefPFFfv31Vy5evMgrr7zCCy+8UGJZq9XK448/zpo1a5g3bx6+vr7cfvvtTJgwochy9seQlpZW4Q5XqvQkcsiQITz55JOcPXsWgFOnTjFhwoQi5/JWxrBhwxg6dKjj0G5hq1evZvbs2TRv3pzmzZsza9YsVq1a5bj98uXLjn/7+flRr149pxpuWFeywORB//79CQ4OLvVjwp8nOs7NVkoppZRS7lPaa98aNWqEh4dHkUnj6dOnadKkyTW/D+Cpp54iLCyM48ePk5aWxr333lviyKKHh0e1Hm10lby8PNasWVPkVFbIP73z4MGDjs8PHjxYqQtK+fn5Vej1jIXXd/jwYcdk/MSJE2RlZdGuXbsK34ddXl4e8fHxHDt2jKNHj9K0aVNMJhPz58/ngw8+oG/fvnh4ePDOO+8QHR1Neno6+/fv5/jx45hMJjZv3uy4L/tj8PPzq3SHK1R6Erl48WJycnJo1qwZ9erVIzAwkCtXrrBo0SKXhqWmpmKxWAgLC3N8LSwsjOTkZMeLjvfu3Ut4eDgDBgxg3LhxRS79q4DcHLBZr/nWGdlZmfrWGUoppZRSBmjWrBm//voreXl5jq95eXlx11138eqrr3L16lU+/vhjMjIy6NOnT5HvO3PmDOfOnStyfxkZGTRq1Ig6deqwfft2vvvuuxLrDAoKYvv27aX2LFmyxKnJkTOsVqvj4pz2fxd+2drXX3+N1WrlrrvuKvJ9o0aNYsWKFZw4cYL4+Hg+++wzRo0aVeH1dunSpVJH7Lt06UKbNm14/fXXyc7OZuHChQwePLjI0cwTJ07Qrl07/vOf/zi+du7cOVasWMHFixfJzc1l1apVHD58mFtuuYWwsDDy8vKw2WzYbDbmzZvHuHHjHG8B4u3tDeRPOu3XgPHy8ipyVPnXX3+lbdu2hh1E86zsNzRs2JCNGzdy+vRpjh8/TqtWrWjWrJnLw+znGReeXdv/nZGRQcOGDenXrx9bt24t976ioqKYP39+ka/FxMSUumxISIjjqlQJCQllDjJXLWfvKL7ctm3byn1cFWZ/64xyuOPxlrbckSNHym2zL1fW28dU9/5w53axM2p/2F9PU9pzxIjtEhMTU+P3h3254vukJu4PSctJ2B/22yRtF6OW0/1x7eUCAgJo3bo1ly9fpk6dOkD+GV3Fr66fk5ODzWbDarU6jnaV9zq2spYr/nlV78+Z5VzxOKq63LWWHTFiBGvXrqVly5Z4enpy4MABfH19Wb58OePHj6dx48a0atWKjz/+2PHSMavVSrt27Xj88cfp0qULXl5erFixgkGDBvHKK68wceJEoqKiGDhwIHfddZfjqKO94cUXX2TcuHFER0fz7LPP8uKLLzp6Lly4wJEjR4r0unq72MXGxnLHHXc4Pvf29mbu3LnMmzcPyD+V9ZFHHsHDw6PIfY4YMYI9e/Y4HvsLL7xAz549K9w3ePBg3n//faZOnVrhx/HRRx8RGRnJ/Pnz6dOnD2vWrHHcZrVauXz5MkeOHCEtLa3I961du5YZM2Zw+fJl2rZty8cff0ybNm0cy9j/W/jIcOHvDwkJoXXr1jRu3JjBgwfzxz/+0XHbli1bGDJkSLmPu7TnuSuYbEKOZ0dFRREXF8eGDRuA/CORAQEBHD58mLZt2wJw+PBh2rdvT1paWpFzoyvLZDKJOIwfExNT4iJFdklJSfmXMh6yuPQJ4LnfaLF1IZt9GjMwYgYnvf1LXYatC8u+j8zz8NUUjh07Vuk3rHWlch+rmzqvtT/cSUKHhAYpHRIapHRIaJDSIaFBSoc2yOooqyEtLc1xJtm1pKenk5mZSfPmzavUUXjyZhQJDVI6JDRI6cjJyaFDhw789NNPFX6bj+pQ1W3RtWtXPvzwQ7p161bq7WfPnsXLywt//1LmCP+nKnOiSh+JtFqtfP755yQmJpKdnV3ktrlz5zoVURp/f38CAwOJi4tzTCLj4uJo1aqV0xNIs9mM2Wx2WaNSSimllFLq+lG7dm1mzJjB66+/ziuvvGJ0jlO+/PJLOnXqVOYE0h0qPYl8+OGH2bx5M7169XKcDgH5M1ln5ObmOj7s50N7eHhQu3ZtHn/8cV566SVuu+02AKKjoxk/frxT6wGIjIwkMjLS6VZXq8yLgFX1k7I/JHRIaAAZHRIaQEaHhAaQ0SGhAWR0aEMBCR0SGpSS7qmnnjI6oUruvvtupy9q6iqVnkR+9dVXJCYmVvk0B7sFCxYUeb2it7c34eHhxMbGMmfOHC5cuEDHjh0BGDNmDDNnznR6XdKORNpfu6BkkLI/JHRIaAAZHRIaQEaHhAaQ0SGhAWR0aEMBCR0SGqDsq4fWtAaQ0SGhAWR0SGgAOR3OqvQkslOnTi590FFRUURFRZV6m5eXF8uWLWPZsmUuWZe0I5GqciwWS5m3+fr6EhAQ4MYapZRSSimlaqZKzwb79u1LREQEUVFRLFmypMiHqhz7VTBVOSrwfpdBwW2r/H6XUvaHhA4JDSCjQ0IDyOiQ0AAyOiQ0gIwObSggoUNCA1TsCp0RERHlniE2ceJEoqOji3xt5MiR1K9fH5PJRFJSUpUa3KG6Osp7/OU1xMbGuv3Ciq7aFp988gmtW7emQYMGjB8/vshbg1Sk4cCBA9x6660V/p6LFy8ydOhQfHx8CAkJqdS7KMyYMQN/f3+aNm3K0qVLi3QsWbKEpk2bEhAQwKxZsxy3vffee7Ro0YI77rijxNu4QP7bh3Tq1InLly9XuMPVKj2J/OWXX2jWrBlbt25l/fr1jg/7VVUlM5vNREREGJ3hUJn3qKnRKvB+lxnpaVV+v0sp+0NCh4QGkNEhoQFkdEhoABkdEhpARoc2FJDQIaHBld59990SL2X69NNPHW8Fp2oei8XCE088gdlsJjk5mV9++aXSB7Pmzp3L888/X+HlZ8yYgdVq5cyZM8yZM4eRI0eWuMBoaT755BP+/e9/s3//fjZt2sScOXPYs2cPALt27WLevHls2rSJffv28eGHH/Kf//yHzMxMVq9ezW+//cYTTzzBW2+9VeJ+GzduzMCBA1mxYkXFH7SLVXoSuWXLllI/Nm/eXB19LhUZGUlsbKzRGcpZ9ve7LP7hraexKqWUUtIEBgaWODJ6+fJl6tatS0ZGBgDx8fF069aNhg0bFrlGxn//+1/q16+Pl5dXmS97KstHH31Ex44dadSoEQ899FCF/8icmZnJ008/TcuWLWnUqBGTJ0923LZt2za6deuGn58fgwYNKvISm6CgIObPn0/btm256aabWLlypeO2iIgIpk6dWupjzM3NZebMmbRu3ZrmzZsTFRVV5O0Wfv75Z/7nf/4HPz8/QkJC+OqrrwC47777qF+/PgCdO3emfv36TJs2rci269GjB/7+/gwePJhTp04V2Tb29X322WcltsGuXbsIDQ1l165dFdpmRoiJiaFfv34MHDgQf39//vrXv7J27doKf//JkyfZtm0b9957b4W/59NPP2XatGnUr1+fRx99FF9fX7Zs2VKh73vyyScJDAykS5cuDB8+nI8//hiAdevWMWLECLp06UJgYCDjx493PA6TyVTi7TeuXr1aZCw//PDD/OMf/6jwY3A1p17caLPZ2LdvH19//TWQ/yTIy8tzaZhSSimllLp+9enTx3HUxW7//v20b9+eBg0aALB582a2bt3K5s2bWbBgAWfPngXgj3/8I5cuXWLMmDGVWuf27duZPHkyH330ESdPnqRevXrMnj27Qt/77LPPkpyczL59+0hOTub2228HICsrixEjRjB37lzOnj1Lhw4d+POf/1zke3ft2sWBAwdYuXIlU6ZMKXLa5pYtW0p9jIsWLWLTpk3s3r2b/fv3s2HDBtavXw/knz45aNAgxo0bx7lz5/jmm2+oW7cuABs3bnQciY2Pj+fSpUuOt6o4duwYDz74IIsWLeLcuXP06dPH0XrixAkmTJjAunXrSExMLLFv7I81MTGRrKysCm9zd0tMTKRTp078+9//ZsqUKXTq1KlSR+C/++47evXqRe3atSu0fEpKCufPnyckJIQ777yTQ4cO0bFjxwqt0976t7/9jU8++aRIq/221157jTfffNNxm4+PD4899hjt2rVj1apVjB8/njfffJOHH364yOnLffr04fDhw9e8Zkh1qvQkMjExkc6dOxMeHs6IESOA/EO148aNc3mcq0k7nVUppZRS6kZln0RmZ2dz0003cejQIfbs2UPfvn0dy4wZMwZ/f39uueUWGjduzNGjR6u0zvfff58nnniCHj16ULt2bf7yl79U6CVXVquVNWvW8Nprr3HTTTdRr149Ro8eDcCPP/6Ir68vI0aMoHbt2kyZMoVvvvmmyOvw/vSnP+Ht7c0999xDWlqaY6II8Mgjj5T6GN9//33mzp1LkyZNaNSoEZGRkY7Wzz//nLZt2/KnP/0JLy8vgoKCGDBgQLmP46OPPmLw4MHceeedeHp68txzz/HFF19w9epVvvnmG/r160fv3r3x9fUt9W0uIiIisNlson9fzszMpEGDBpw4cYJDhw7h6+tbqdObDxw4QIcOHSq1PoC6desSHx9Pampqhddpbz106BAnTpwo8n1ZWVk0aNCApKQkjh07VuS2p59+mv379xMeHs6sWbPo3r0769atK/K+kJ6enrRr1459+/ZV+LG4UqUnkRMmTODZZ58lNTUVLy8vIP+9SipySNdoejqrUkoppZR79O3blz179rB9+3ZatWrFpk2bSkwiC19ZvXbt2uTk5FRpnRaLhWXLluHn50dAQADh4eFcuHCh3O87d+4cly9fLvVCM2fPnqVp06aOz5s1a0ZeXh7nz58v8TjsR7cKPw5/f3/Hvws/RovFwsMPP4yfnx9+fn7MmTPHcREVi8Xi1EVvLBYLGzdudNxnUFAQXl5enDlzhrNnz9KkSRPHsoUf0/XEx8eHS5cu8fzzz7NhwwYyMjIcp/dWxMWLFx1Hwiu6Psg/8/LkyZP07t27wuu0t27cuJHnnnuuyPfVq1ePS5cu8fbbb/PWW28VuW3RokVMnz6dBx98kOHDh/PYY48RERFRZMwBNGjQgLS0tAo/Fleq9CRy3759PPnkkwCOt8po2LCh6MPeSimllFLKvXr27Om4oEh0dDSxsbElJpFVUfw1Y5D/OswXXniBtLQ0UlJSuHjxouNI0rU0btyYOnXqlHq10yZNmnDmzBnH56dPn8bDw4NGjRpVqT8wMJDNmzeTlpZGWloaGRkZjtc9BgYGlnvl1dLess7+2jr7faalpZGTk0NgYCBNmjQpcoS08GO6nnTo0IGDBw86Pj948CAhISEV/n4/Pz/Ha3IrIiAggEaNGjm1zmu1Xuu2yZMns3LlSrp3787ChQuJi4vjySefLHEBoYyMDPz8/Cr8WFyp0pPIoKAgvv/++yJf27FjB23btnVZVE1RmQGvqp+U/SGhQ0IDyOiQ0AAyOiQ0gIwOCQ0go0MbCkjokNBgV69ePdq0acOGDRsYNGgQaWlpJCcn07FjR5fcf1BQENu3by/ytXHjxrFs2TL2798PwPHjx4mJiSn3vjw8PBgzZgxTpkwhJSWF7Oxs1q1bB+QfUU1LS2PdunVcvXqVxYsXM2jQIDw9K/126yVa58yZw5kzZ7Barezbt4//9//+HwD33HMPhw8fxmw2k5uby/Hjx0ucTdesWTMOHDhQ5GsPPfQQn376KT/88AM2m41z5845LuQyaNAgduzYwa5du8jIyODdd98t0bRz507atWvHzp07q/TYqtMDDzzA9u3biY2NJS0tjbfeestx6nFFdOnSpdJXMR45ciSLFi0iMzOTjz76iPT09BKnF0dERBS5wBHAqFGjWLFiBSdOnCA+Pp7PPvuMUaNGATBixAjWrVtHfHw8J06cYOXKlY7H4e3t7bgPm81GrVq1qF27NleuXHF8PTc3l8OHDxc5xdWdKj2JnD9/PnfffTcTJkzg8uXLzJkzh+HDh1f6yllGkPaayNDQUKMTVCFS9oeEDgkNIKNDQgPI6JDQADI6JDSAjA5tKCChQ0ID5E/KIP91kaGhodSqVYubb76ZsLAwx23XYr8C6Ycffkh0dDT169dn4sSJRZZ54403mDp1KvXr13dcpfL2228nOjqahx56iIYNGzJgwACOHDlSoeY333yTFi1a0LlzZ1q2bOl45wEfHx/WrVvH/Pnzady4MQkJCaVOwMrbFsVNmzaNW265hT59+uDn58cTTzzheE2cn58fX3/9NatWreKmm24iPDy8xBHV6OhoJk6cSMuWLR2/h7dt25Z//etfPPvsszRs2JCbb76ZPXv24OHhQcuWLXnvvfcYMWIEHTp0IDw8vERTdnY2R44cqdDbVzijIvu+PK1atWL16tWMHTuWVq1a0a1bN/76179W+PsHDRrE7t27i0zIyrNw4UIg/4h1VFQUn376aZGJHkBSUlKJo7ujRo1i9OjRdOnShQEDBvDCCy/Qs2dPAPr168e8efMYMGAAXbp04eGHH2b48OEl1v3cc8/RoUMHFi1aVORx2if8gYGBFX4crmSyFT8PoAJ2797NqlWrSE5OplWrVjzxxBP07t27OvqqRWmnP0iTlJREcHBw/vsg+pRyusS532ixdSGbfRozMGIGJ739S12GrQvLvo/M8/DVFI4dO+b2N5strCKP9Xp4HEoppZRU9tMamzVrds3l0tPTyczMpHnz5m4qU8r9hg8fzpgxYxg2bJjRKU575pln6NixI5MmTSr19rNnz+Ll5VXkNbnFVWVO5NSfA3r27Mny5cv54osvePfdd6+rCaQkxd87SRlLyv6Q0CGhAWR0SGgAGR0SGkBGh4QGkNGhDQUkdEhoAIq8xUVNbgAZHRIaQEaH1Wpl/vz5vPbaa4Z3OOv8+fNs2bLFcZ0aI1T6ZO4XXnihzNvmzp1bpZiaJjExUcxpJ0rO/pDQIaFBSoeEBikdEhqkdEhokNKhDbI6JDQoJV2XLl0crz+9HhW/0I8RKj2J/Pnnn4t8np6ezo4dO/if//kfl0UppZRSSimllJKp0pPI9evXl/haUlIS0dHRLgmqTmazGbPZbHSGUkoppZRSSl23qn6JJPIvsbx3715X3FW1ioyMLHF5ZKWUUkopVcBms4m/AKFS6tqq+zlc6SORxd/kMjc3lx9//NEll+xVSimllFLGqV27NlevXuXkyZPUq1ePWrVqYTKZSn1j+2uxWq2G/24ooUFKh4QGKR0SGqqjw/7Hn7y8PLKzs7l69SoNGjRw2f0XV+XTWevWrUtISIjhVzhSSimllFJVU7duXVq0aEFWVhY5OTnk5eU5dUQjLy+PWrVqVUPh9dUgpUNCg5QOCQ3V1WEymfDw8KBevXrUq1cPLy8vl95/YZWeRG7ZsqU6OmqkkJAQoxNUIVL2h4QOCQ0go0NCA8jokNAAMjokNICMDm0oIKHDFQ1eXl40bNiQhg0bOn0fly9fpk6dOlVuqQoJDVI6JDRI6ZDQIKnDWcYfy3Ujs9lMRESE0RkOegluWaTsDwkdEhpARoeEBpDRIaEBZHRIaAAZHdpQQEKHhAZAxC/HEhpARoeEBpDRIaEB5HQ4q9KTSA8PD2rVqlXmh/12ifTCOkoppZRSSilVNZWeRE6ZMoWIiAjWr1/Pjh07WL9+PQMHDmT+/Pns3buXn3/++bq4UqsECQkJRieoQqTsDwkdEhpARoeEBpDRIaEBZHRIaAAZHdpQQEKHhAbIP1XPaBIaQEaHhAaQ0SGhAeR0OKvSk8h//etfbNy4kfvvv59evXpx//33s379epYvX0737t0dH6p8iYmJRieoQqTsDwkdEhpARoeEBpDRIaEBZHRIaAAZHdpQQEKHhAaAq1evGp0gogFkdEhoABkdEhpAToezKn1hnVq1anHo0KEiE8WjR4+KuFSuUkoppZQqqVatWly5coW0tLQib91RXaxWK1artdru/3ppkNIhoUFKh4QGSR3OqvQkcvr06dx+++0MHjyYZs2acebMGb7++mtefvnl6uhTSimllFJV5OPjQ15eHllZWVy8eLHa13flyhVSU1OrfT3SG6R0SGiQ0iGhQVKHsyo9iXz66afp168fMTExnDlzhk6dOjF9+nRuvvnm6uhTSimllFJV5OHhgZ+fH35+fuTl5VX7UZAtW7YwYMCAarv/66VBSoeEBikdEhokdTir0pNIgB49etCjRw9XtyillFJKqWpmv6J+dZLwHngSGqR0SGiQ0iGhQVKHs5yaRK5du5ZPPvmEc+fO8f3337N161YyMjK49957Xd2nw2XT7QAAIABJREFUbgApKSmkp6eXebvFYnFjjVJKKaWUUqoqKj2JfPHFF/nss8+IjIxk3rx5APj7+zNlyhTxk0iz2YzZbDY6wyEkJMTohGqXkpJCUHBbMtLTjE4pl5T9IaFDQgPI6JDQADI6JDSAjA4JDSCjQxsKSOiQ0AAyOiQ0gIwOCQ0go0NCA8jpcJbJZrPZKvMNrVu3Zvfu3TRp0gR/f39SU1PJy8vjpptuIi1N/kQBwGQyUcmH7XZJSUkEBwfDkMXg06jkAud+o8XWhWz2aczAiBmc9PYvdRm2Liz7PjLPw1dTOHbsGEFBQS5/DFDocUTMAO+A0hdKOQo7l1/zsRr9OJRSSimllLqRVGVOVOkjkbm5udSvX9+xYoDMzEzH15QqlXdA6RNAgKwU97YopZRSSimlnFbpN3ccPHgwTzzxBCdPngTyL087ffp0hgwZ4vK4G11CQoLRCaoQKftDQoeEBpDRIaEBZHRIaAAZHRIaQEaHNhSQ0CGhAWR0SGgAGR0SGkBGh4QGkNPhrEpPIl9//XUyMzMJDAwkLS2N+vXrc/z4cRYvXlwdfTe0xMREoxNUIVL2h4QOCQ0go0NCA8jokNAAMjokNICMDm0oIKFDQgPI6JDQADI6JDSAjA4JDSCnw1mVPp3Vz8+PjRs3cubMGZKTk2nVqhXNmjWrjjallFJKKaWUUsJU+kjkzJkz2bNnD02bNqVXr146gVRKKaWUUkqpGqTSk8ilS5fStWvX6miptB9//JF+/foRHh7OPffcc91cHVYppZRSSimlrleVnkQGBASQnZ1dHS2V1qZNGzZt2sTWrVu57777WLZsmdFJSimllFJKKXVDq/Qk8uWXX2bSpEmcOXOmOnoqpUWLFtSrVw8AT09PPD0r/RJPpZRSSimllFKVUOlJ5FNPPcUnn3xCixYt8PX1JSAgwPHhjKVLl9KzZ0/q1KnD0KFDi9x29epVJk2a5Lj/yZMnk5ubW+I+Lly4wDvvvMOf/vQnpxqMEhISYnSCKkTK/pDQIaEBZHRIaAAZHRIaQEaHhAaQ0aENBSR0SGgAGR0SGkBGh4QGkNEhoQHkdDir0ofuNmzY4NKAFi1aMHv2bP773/9isViK3LZgwQJ++OEH4uPjARgyZAjR0dHMnTvXsUxWVhYjR45k6dKlNGpUxpvZCxUaGmp0gipEyv6Q0CGhAWR0SGgAGR0SGkBGh4QGkNGhDQUkdEhoABkdEhpARoeEBpDRIaEB5HQ4q9KTyPDwcJcGDBs2DIC4uLgSk8jVq1fzxhtv0Lx5cwBmzZrF888/75hE5ubm8tBDDzF58mRuvfVWl3YppZRSSimllCqpQqezzpkzp9R/V6fU1FQsFgthYWGOr4WFhZGcnMzFixcB+Pe//822bdt46623iIiIYPHixW5pc5WEhASjE1QhUvaHhA4JDSCjQ0IDyOiQ0AAyOiQ0gIwObSggoUNCA8jokNAAMjokNICMDgkNIKfDWRU6EvnWW2/x4osvlvh3dbp06RIAfn5+jq/Z/52RkUHDhg0ZO3YsY8eOLfe+oqKimD9/fpGvxcTElLpsSEiI4/ByQkICiYmJ1bqc/fPiy23btq3cx+Vq1fF4r7fHUdb+qO5xUHi5xMREQkND3b7e4suVtqwR2yUxMVH3x/8tV3z5mrg/QkNDy9we1b3e4stJ2B92uj90f0jbH8Ubaur+AMr8f2p1r1f3R+nLSdkf9hYj1usKJpvNZitvoTZt2hAdHU3Xrl3p168fO3bsoLRv69atm9MhUVFRxMXFOV5zmZqaSkBAAIcPH6Zt27YAHD58mPbt25OWlkbDhg2dXpfJZCq1391iYmJ44IEHSr0tKSmJ4OBgGLIYfEp5ree532ixdSGbfRozMGIGJ739S12GrQvLvo/M8/DVFI4dO0ZQUFDVHkwZyn0cFel00+O41v5wJwkdEhqkdEhokNIhoUFKh4QGKR3aIKtDQoOUDgkNUjokNEjpkNAgpaMqc6IKHYl8++23+fvf/05SUhJWq5Xu3buXGpGXl+dURGn8/f0JDAwkLi7OMYmMi4ujVatWTk8gzWYzZrPZZY1KKaWUUkopVdNUaBJ5//33c//99wPQoEEDMjIyXBaQm5vr+LBareTk5ODh4UHt2rV5/PHHeemll7jtttsAiI6OZvz48U6vKzIyksjISEwmk6vybwjFL2hUnP2tXJRSSimllFKq0ldn7dSpk0sDFixYUOT1it7e3oSHhxMbG8ucOXO4cOECHTt2BGDMmDHMnDnT6XXpkchirmSByYP+/ftfc7EGvn4kHTuiE0mllFJKKaVU5SeRO3fudGlAVFQUUVFRpd7m5eXFsmXLWLZsmUvWpUcii8nNAZsVImaAdxkTxOwUMmIXkp6erpNIpZRSSimlVOUnkcp1QkJCjE7I5x1Q9kVvahAp+0NCh4QGkNEhoQFkdEhoABkdEhpARoc2FJDQIaEBZHRIaAAZHRIaQEaHhAaQ0+GsGjWJlHY6q/3Su8o1qvraTin7Q0KHhAaQ0SGhAWR0SGgAGR0SGkBGhzYUkNAhoQFkdEhoABkdEhpARoeEBpDT4awaNYnU01lvUPraTqWUUkoppdzGw+iAmiwhIcHohBtD4dd2Dllc+kfEDDLS00hPTy/zbqTsDwkdEhpARoeEBpDRIaEBZHRIaAAZHdpQQEKHhAaQ0SGhAWR0SGgAGR0SGkBOh7Nq1CTSbDYTERFhdIZDYmKi0Qk3FvtrO0v7KOvCQYVI2R8SOiQ0gIwOCQ0go0NCA8jokNAAMjq0oYCEDgkNIKNDQgPI6JDQADI6JDSAnA5n1ahJZGRkJLGxsUZnKKWUUkoppdR1q0ZNIpVSSimllFJKVY1OIpVSSimllFJKVViNmkRKe02kUkoppZRSSl1vatQkUl8TqZRSSimllFJVU6MmkdKEhIQYnaAKkbI/JHRIaAAZHRIaQEaHhAaQ0SGhAWR0aEMBCR0SGkBGh4QGkNEhoQFkdEhoADkdztJJpIFCQ0ONTlCFSNkfEjokNICMDgkNIKNDQgPI6JDQADI6tKGAhA4JDSCjQ0IDyOiQ0AAyOiQ0gJwOZ+kkUimllFJKKaVUhdWoSaS0C+skJCQYnaAKkbI/JHRIaAAZHRIaQEaHhAaQ0SGhAWR0aEMBCR0SGkBGh4QGkNEhoQFkdEhoADkdzqpRk0hpF9ZJTEw0OsElUlJSSEpKKvXDYrEYnVdhUvaHhA4JDSCjQ0IDyOiQ0AAyOiQ0gIwObSggoUNCA8jokNAAMjokNICMDgkNIKfDWZ5GB6jrW0pKCkHBbclITzM6RSmllFJKKeUGOolUVZKenp4/gYyYAd4BJRdIOQo7l7s/zAkZGRkkJSVdcxlfX18CAkp5nEoppZRSStUQOolUruEdAD6NSn49K8X9LU5ISUlhwp8nkp2Vec3lGvj6kXTsiE4klVJKKaVUjVWjJpFmsxmz2Wx0hhIoPT09fwJZ1hFVgOwUMmIXkp6erpNIpZRSSilVY9WoSWRkZCSRkZGYTCajU5RUZR1RVUoppZRSSgE17Oqs0oSEhBidoASSMC4kNICMDgkNIKNDQgPI6JDQADI6tKGAhA4JDSCjQ0IDyOiQ0AAyOiQ0gJwOZ+kk0kChoaFGJyiBJIwLCQ0go0NCA8jokNAAMjokNICMDm0oIKFDQgPI6JDQADI6JDSAjA4JDSCnw1k6iVRKKaWUUkopVWE6iTRQQkKC0QlKIAnjQkIDyOiQ0AAyOiQ0gIwOCQ0go0MbCkjokNAAMjokNICMDgkNIKNDQgPI6XCWTiINlJiYaHRCjWOxWEhKSirxYbFYjE5zkDAuJDSAjA4JDSCjQ0IDyOiQ0AAyOrShgIQOCQ0go0NCA8jokNAAMjokNICcDmfVqKuzqhrsShaYPOjfv7/RJUoppZRSSl3XdBKpaobcHLBZy34fyJSjsHO5+7uUUkoppZS6ztSoSaTZbMZsNhudoYxU1vtAZqW4v0UppZRSSqnrUI16TWRkZCSxsbFGZyillFJKKaXUdatGTSKVUkoppZRSSlWNTiINFBISYnSCEkjCuJDQADI6JDSAjA4JDSCjQ0IDyOjQhgISOiQ0gIwOCQ0go0NCA8jokNAAcjqcpZNIA4WGhhqdoASSMC4kNICMDgkNIKNDQgPI6JDQADI6tKGAhA4JDSCjQ0IDyOiQ0AAyOiQ0gJwOZ+kkUimllFJKKaVUhekk0kAJCQlGJyiBJIwLCQ0go0NCA8jokNAAMjokNICMDm0oIKFDQgPI6JDQADI6JDSAjA4JDSCnw1nX9STy6tWr3Hbbbfj5+bFu3TqjcyotMTHR6AQlkIRxIaEBZHRIaAAZHRIaQEaHhAaQ0aENBSR0SGgAGR0SGkBGh4QGkNEhoQHkdDjrun6fSE9PT9atW8d7771ndIqqQSwWS5m3+fr6EhAQ4MYapZRSSiml3Ou6nkSaTCaaN29udIaqKa5kgcmD/v37l7lIA18/ko4d0YmkUkoppZS6YRl+OuvSpUvp2bMnderUYejQoUVuu3r1KpMmTSIgIICAgAAmT55Mbm6uQaWqxsvNAZsVImbAkMUlPyJmkJGeRnp6utGlSimllFJKVRvDJ5EtWrRg9uzZPPnkkyVuW7BgAT/88APx8fHEx8fz/fffEx0dbUClUoV4B4BPo5If3nr0USmllFJK3fgMn0QOGzaMoUOH0qhRoxK3rV69mtmzZ9O8eXOaN2/OrFmzWLVqlQGVSimllFJKKaVA8GsiU1NTsVgshIWFOb4WFhZGcnIyFy9epGHDhgCMGjWK3bt3U79+fXbt2sWiRYuMSq60kJAQoxOUQBLGhYQGkNEhoQFkdEhoABkdEhpARoc2FJDQIaEBZHRIaAAZHRIaQEaHhAaQ0+EssZPIS5cuAeDn5+f4mv3fGRkZjknkJ598Uu59RUVFMX/+/CJfi4mJKXXZkJAQQkNDgfz3bynr8ruuWs7+efHltm3bVu7jcqcjR44QFBQEFH0cZ86cMbBKpm+//ZamTZsW+Zq7x5UrlittWSP6EhMTRW0XI5crvnxN3R+hoaG6P4rR/aH7Q9r+gKL7pKbuDzsJv3dK2B+FJ041fX9A2fMAdz4/nGWy2Ww2l9+rE6KiooiLi2PDhg1A/pHIgIAADh8+TNu2bQE4fPgw7du3Jy0tzTGJdIbJZELIwy5TUlISwcHB+Rds8Sl5qi/nfqPF1oVs9mnMwIgZnPT2L3UZti685n1c83aAzPPw1RSOHTvmmERWtrPcdVS10x3rqMgy/7etvv/+ewIDA0u9C30LEKWUUkopJUFV5kSGvyayLP7+/gQGBhIXF+f4WlxcHK1atXJ6Amk2m4mIiHBRYdUlJCQYnaBcqdBbgAQHB5f6ERTclpSUlGvejYRxIaEBZHRIaAAZHRIaQEaHhAaQ0aENBSR0SGgAGR0SGkBGh4QGkNEhoQHkdDjL8Elkbm4uOTk55ObmYrVaycnJ4cqVKwA8/vjjvPTSS5w+fZrTp08THR3N+PHjnV5XZGQksbGxLiqvuuo4tKwM5KK3AJEwLiQ0gIwOCQ0go0NCA8jokNAAMjq0oYCEDgkNIKNDQgPI6JDQADI6JDSAnA5nGf6ayAULFhR5vaK3tzfh4eHExsYyZ84cLly4QMeOHQEYM2YMM2fOdHpdZrMZs9lc1WSlrs3+FiBKKaWUUkrdgAw/EhkVFYXNZivyYT9a6OXlxbJly0hNTSU1NZWlS5fi6en8vFfakUillFJKKaWUut4YPolUSimllFJKKXX9qFGTSGkX1lFKKaWUUkqp602NmkTq6axKKaWUUkopVTU1ahIpTeE3XFXKTsK4kNAAMjokNICMDgkNIKNDQgPI6NCGAhI6JDSAjA4JDSCjQ0IDyOiQ0AByOpxVoyaR0k5nDQ0NNTpBCSRhXEhoABkdEhpARoeEBpDRIaEBZHRoQwEJHRIaQEaHhAaQ0SGhAWR0SGgAOR3OqlGTSD2dVSmllFJKKaWqpkZNIqVJSEgwOkEJJGFcSGgAGR0SGkBGh4QGkNEhoQFkdGhDAQkdEhpARoeEBpDRIaEBZHRIaAA5Hc7SSaSBEhMTjU6oMIvFQlJSUokPi8VidNoNZ/fu3aVua/tHSkpKtTdIGZsSOiQ0gIwOCQ0go0NCA8jo0IYCEjokNICMDgkNIKNDQgPI6JDQAHI6nOVpdIA7mc1mzGaz0RnXlytZYPKgf//+RpfUCCkpKUz480SyszLLXKaBrx9Jx44QEBDgxjKllFJKKaXy1ahJZGRkJJGRkZhMJqNTrh+5OWCzQsQM8C5l0pJyFHYud3/XDSo9PT1/AlnW9s5OISN2Ienp6TqJVEoppZRShqhRk0hVBd4B4NOo5Nezqv/UyhqprO2tlFJKKaWUwfQ1kUoppZRSSimlKkwnkUoppZRSSimlKqxGTSLNZjMRERFGZziEhIQYnaBUqaSMTQkdEhpARoeEBpDRIaEBZHRoQwEJHRIaQEaHhAaQ0SGhAWR0SGgAOR3OqlGTyMjISGJjY43OcAgNDTU6QalSSRmbEjokNICMDgkNIKNDQgPI6NCGAhI6JDSAjA4JDSCjQ0IDyOiQ0AByOpxVoyaRSimllFJKKaWqRieRBkpISDA6QalSSRmbEjokNICMDgkNIKNDQgPI6NCGAhI6JDSAjA4JDSCjQ0IDyOiQ0AByOpylk0gDJSYmGp2gDGCxWEhKSir1w2KxGJ0HyBmbEjokNICMDgkNIKNDQgPI6NCGAhI6JDSAjA4JDSCjQ0IDyOiQ0AByOpxVo94n0mw2Yzabjc5QNdWVLDB50L9/f6NLlFJKKaWUclqNmkRGRkYSGRmJyWQyOkXVRLk5YLNCxAzwDih9mZSjsHO5e7uUUkoppZSqhBo1iVRKBO8A8GlU+m1ZKe5tUUoppZRSqpL0NZFKKaWUUkoppSpMJ5FKKaWUUkoppSpMJ5EGCgkJMTpBqVJJGZsSOiQ0gIwOCQ0go0NCA8jo0IYCEjokNICMDgkNIKNDQgPI6JDQAHI6nKWTSAOFhoYanaBUqaSMTQkdEhpARoeEBpDRIaEBZHRoQwEJHRIaQEaHhAaQ0SGhAWR0SGgAOR3O0kmkUkoppZRSSqkK00mkgRISEoxOUNcpi8VCUlJSqR8pKeVf4TUlJaXM709KSmLHjh1ueBTlk/AckdAAMjrKayhvXFV0fFa1wx0kNICMDm0oIKFDQgPI6JDQADI6JDSAjA4JDSCnw1k1ahJpNpuJiIgwOsMhMTHR6AR1vbmSBSYP+vfvT3BwcKkfQcFtr/mLekpKCkHBbcv8/uDgYAbe8UeX/LJfVRKeIxIaQEbHtRoqMq4qMj6r2uEuEhpARoc2FJDQIaEBZHRIaAAZHRIaQEaHhAaQ0+GsGvU+kZGRkURGRmIymYxOUco5uTlgs0LEjPz3mywuO4WM2IWkp6cTEFDK7UB6ejoZ6WnXvI/scu5DqeLKHVdQofGplFJKKflq1CRSqRuGdwD4NDL+PpQqTseVUkopdcOrUaezKqWUUkoppZSqGp1EKqWUUkoppZSqMJ1EKqWUUkoppZSqMJ1EGigkJMToBKVEk/AckdAAMjokNICMDgkNIKNDGwpI6JDQADI6JDSAjA4JDSCjQ0IDyOlw1nU/iVyxYgW33norERERHD161OicSgkNDTU6QSnRJDxHJDSAjA4JDSCjQ0IDyOjQhgISOiQ0gIwOCQ0go0NCA8jokNAAcjqcdV1PIlNSUli5ciXbtm1j8eLFTJ8+3egkpZRSSimllLqhXdeTyJ07dxIREYGnpye9evXit99+MzqpUhISEoxOUEo0Cc8RCQ0go0NCA8jokNAAMjq0oYCEDgkNIKNDQgPI6JDQADI6JDSAnA5nGT6JXLp0KT179qROnToMHTq0yG1Xr15l0qRJBAQEEBAQwOTJk8nNzXXcnpqair+/v+Nzq9Xqtm5XSExMNDpBKdEkPEckNICMDgkNIKNDQgPI6NCGAhI6JDSAjA4JDSCjQ0IDyOiQ0AByOpxl+CSyRYsWzJ49myeffLLEbQsWLOCHH34gPj6e+Ph4vv/+e6Kjox23+/v7k5aW5vjcw8Pwh6OUUkoppZRSNzTDZ13Dhg1j6NChNGrUqMRtq1evZvbs2TRv3pzmzZsza9YsVq1a5bi9T58+bN26lby8PPbu3Uv79u3dma6UUkoppZRSNY6n0QFlSU1NxWKxEBYW5vhaWFgYycnJXLx4kYYNGxIQEMC4cePo378/Xl5eRSaYStVkFovFqdsqs1xeXh61atUq83ZfX18CAgIqtC5npaSkkJ6eXqWG8u4jIyPD6T5VumuNrfLGFcCpU6dISkpy+j7cMTZvJPocca+q/lzLyMi45vOjIvdRXkNF7kMVKG+f6LYsoGOvgPRtIXYSeenSJQD8/PwcX7P/OyMjg4YNGwIwceJEJk6ceM37ioqKYv78+UW+FhMTU+qyISEhjkvuJiQklHm+squWs3cUX27btm3XfExKlepKFpg86N+/f/Xfh0ctsOaVeXMDXz+Sjh3h7NmzVXoexcTElLpcRkYGE/48keyszDIbvOv58I/33qVBgwalrjclJYXWbYLJvFT2D2nvej7cfffdVX4crliu+M8td/+8sjeUttyZM2dKvc8iKjK2yhlXAJhqge0ay5RzH/Zx0bNnz+t+f9hvq6717tixg4F3/LHc51m7du3KHAM16flhv83Z+6vqz7UmTZqU+/1w7Z/PFWko3HGt51HhfXI97g9XLJeSklLu9nTV/y/LW07C/iis+HKVHXsNGjRwqg/kzwN2795d6W3hTF9VmGw2m83l9+qEqKgo4uLi2LBhA5B/JDIgIIDDhw/Ttm1bAA4fPkz79u1JS0tzTCKdYTKZkPCwY2JieOCBB0q9LSkpieDgYBiyGHxKnurLud9osXUhm30aMzBiBie9/Utdhq0Lr3kf17zdFfdxo6zjeum03x4xA7zL+MtUylHYudw191HWMtkpELuQY8eOERQUVPp9VECFniNVaHDFfbjLtbaFhIZyf2ZB+WOrvHFVkWUEjE13qu6O6+U5cqPsj6pu73K/3033ATL2iYQGKc8hCduivA5Xjb2qNLiThG1RlTmR2COR/v7+BAYGEhcX55hExsXF0apVK6cnkGazGbPZ7MLKqgkJCTE6Qd2ovAPK/kU+K8V193GtZVygQs8RVzRU8+NwBQk/L1zWUNb2rsi4Km8ZSWPTDdzWIfw5csPtj6pubwE/FyXsEwkNDgY/h6RsC7f9f72qDW4gYVtUheEX1snNzSUnJ4fc3FysVis5OTlcuXIFgMcff5yXXnqJ06dPc/r0aaKjoxk/frzT64qMjCQ2NtZF5VVX+LC6UqokfY4UkLAtJDRIIWVbSOkwmpTtIKVDAgnbQkKDFFK2hYQOCQ0gp8NZhh+JXLBgQZHXK3p7exMeHk5sbCxz5szhwoULdOzYEYAxY8Ywc+ZMp9cl7UikUkoppZRSSl1vDD8SGRUVhc1mK/JhP1ro5eXFsmXLSE1NJTU1laVLl+Lp6fy8V9qRyISEBKMTlBJNnyMFJGwLCQ1SSNkWUjqMJmU7SOmQQMK2kNAghZRtIaFDQgPI6XCW4ZPImqw6rpSk1I1EnyMFJGwLCQ1SSNkWUjqMJmU7SOmQQMK2kNAghZRtIaFDQgPI6XBWjZpEms1mIiIijM5QSimllFJKqetWjZpESjudVSmllFJKKaWuNzVqEqmUUkoppZRSqmpq1CRST2dVSimllFJKqaqpUZNIPZ1VKaWUUkopparGZLPZbEZHuJvJZDI6QSmllFJKKaUM5exUsEYdiSys+HtTVvYjPDy8yvdR1Y7w8PAq38eNtC2MbpDSIaFBSoeEBikdEhqkdEhokNIhocEVHRIapHRIaJDSIaFBSoeEBikdEhqkdFRFjZ1EKqWUUkoppZSqPJ1EOikyMtLoBBENIKNDQgPI6JDQADI6JDSAjA4JDSCjQ0IDyOiQ0AAyOiQ0gIwOCQ0go0NCA8jokNAAMjokNICxHbWioqKiDFu7gap6ldawsDDDO+wNVX0sN9K2MLJBSoeEBikdEhqkdEhokNIhoUFKh4QGV3VIaJDSIaFBSoeEBikdEhqkdEhokNLhbEONvLCOUkoppZRSSinn6OmsSimllFJKKaUqTCeRSimllFJKKaUqTCeRSimllFJKKaUqTCeRSimllFJKKaUqrMZNIi9evIjVajW04dKlS4auX5LNmzezf/9+QxtOnDhBdna2oQ1KKaWUUkpdL2rMJPLYsWP079+fBx98kFGjRnH27Fm3Nxw6dIghQ4bw2GOP8cgjj3DhwoXK30lCAixYAB9/DFlZro90kxMnThAeHs6YMWPYtWuXIQ1Hjx4lPDycBx98kEGDBrFjxw5DOgDD/7BhJ+FizU49L6rBqVOnDG+5cuWK499G7Ztjx45x8OBBQ9Ztl5yczJEjRwwfn4cOHWLx4sVcvXrVsIa4uDiioqJISEgwrAHyt8W2bds4f/48YMz4lDA2Qcb4lDA2Qcb4lDA2Qcb41LFZQMdmAZeNTVsNkJGRYbvttttsTz/9tO3gwYO2vn372h544AHbwYMH3dbwj3/8w9aiRQvbjBkzbD///LMtLCzMNnLkSFtubm7F72T+fJutYUObbeJEm61pU5vt6adtNoul+qKrUWRkpG3cuHGGrf/UqVO2m2++2TZlyhRbVlaWbejQobbhw4fb0tPT3dqRkZFhe+aZZ2zPPPOM7csvv7RlZmbabDabzWq1ur1j6tSptlmzZtm++uorW1ZWliEdK1eutNWrV8/2888/u3W9hV26dMk2evRoW5cuXWybNm2y5eXlub0hIyPD9uc//9k2evRo2xtvvGFLTU212Wzu3R9XrlyxPfroo7abbrrJ1qNHD9uYMWNsBw4csNlsNrdtk0uXLtnGjBljCw4Ott1+++22yMhIW0JCgs1mc/+kJ1S4AAAfPUlEQVTYzM7Oto0YMcJmMpls3333nVvXbbPlb/Nnn33WVq9ePducOXNsv//+e+X+/+Eily9fto0dO9bWuHFjW//+/W29evWy7dy509HoDhLGps0mZ3waPTZtNhnjU8LYtNlkjE8dmwV0bBZw9disEUcif//9d65evcrUqVPp2LEjH330EXXr1nXrX0aSkpKYN28e0dHRhIWF8emnn/Kf//yn4kdEz52D2FhYvx6WL4c1a2DTJhByBKsyzp49y/79+4mMjATgww8/ZM2aNfz+++9ua9i3bx+enp5MmTIFb29vFi9ezNatW8nNzXVbQ3JyMr179+b06dOYTCZmzZrF5MmTATCZTG7r+OCDDwgODub06dOkpaUxf/58Fi5c6PYOgN9++43s7GyWLFlCXl6eW9cNkJ2dzfDhw8nMzGTLli0MHDgQDw/3/pjct28fPXr0ICcnh379+vHRRx/x7LPPAu7dH19//TXJyckcP36c9957D5PJxMiRIwHcsk2Sk5N58MEHyc7OJjExkblz55Kdnc2rr74KuH9s1q1bl3bt2tG+fXumTZvm9pcl/Pbbb+zdu5fdu3fzwgsv0Lp1a2rVquXWBoCVK1dy6tQpzp49y5o1a+jevTsvv/wy4J5xAcaPTZA1Po0emyBjfEoYm2D8+NSxWZSEsblixYobcmzWiElkrVq1iI+Px2Qy8fLLL/Phhx8yePBgUlNT+fzzz93S8Mwzz/Dggw8C+aeoeXp60qtXL3Jycsr+psKHuRMSYO9eaNIk//M774RGjeDy5Wqsrh7Z2dlYLBbq1KnDsGHDeOWVV1izZg0jRowgNjbWLQ1NmjRhz549/PzzzwAkJCTQt29f4uLiSE1NdUvD7t278fHxYd26dbz99tu88847rF27lo8//tgt64f8P7Bs376dt99+mw8++IA333yTMWPGsHfvXtLS0tzSYLPZHBPG1q1bs3LlSsxmM998841b1l9YXFwcycnJxMTE0KhRI/bs2cPJkycdr5l1x2nH27dvp3Xr1pjNZv76178ydepULBYL6enp1b7uS5cuOU6v2b17N5mZmXh7e+Pr68tLL72E1Wpl5syZQPWdhmP/JcNms3HXXXexcuVKvLy8uPPOO+nSpQuenp5A9e+Lwr/s5OXlkZ6ezu+//87333/PsWPHWLlyZbWuv3jD5s2bOX78OB07diQmJoaRI0fy5ptvsn37dqB6T4u6dOmSY3vv37/f8ctGmzZt6NSpE127dnUsW10dqampjj/y7dmzx5Cxae+wr2PQoEGsWLHC7eMzNTXVcf9Wq9WQsWnvsP/s3rJliyHjMzU11XEw4MCBA4aMTYCffvqJI0eOOP6dlZXl9vG5a9cukpOTqVOnDnfeeachPzt/+uknjh49CkBubi4ZGRmGjM3CHZs2bcJisbh9bP70008cPnwYyP+5aZ+4untsfvnll46Xje3du9elY7NGTCJDQ0Pp3LkzS5cu5dZbb+WLL75gwIABNG7cmK+++qrI646qS4sWLWjcuDFWq5XatWtz9uxZTCYTQUFBJRdOToYnn4S5c/OPPAL07w+dO8OSJfCPf+R/fuIETJ0KK1aAmyY+rtCmTRs6duzIpEmTaN++Pfv27eOLL74gPDyc9957zy1/qQoLC2Px4sWsX7+ezp07M3LkSDp37szEiRN57rnnquUX9uTkZDZv3uz4vF69emRnZ5OUlMSHH37I8ePHeeutt3j22Wer9YhocnIymzZtAsDPz4/77ruP++67j7y8PDw9PfH29iY9PR0/P79qbbBvC5vN5vjhumHDBvr27cuUKVOYOnVqtR+NLL5P6tSpQ3Z2NgcOHGD48OEMGzaMsWPH8tBDDwHV8xfDwg1WqxWTycSFCxc4duwYkP/64c6dO+Pl5eXyddsVfr32mDFjOHfuHH/4wx9o1aoVmzdvZuHChbzzzjssX76c119/nbS0NJf/Ndve8Oijj/LYY49Rt25dxowZg7+/v+OXRA8PD06dOuX4d3Uo/tr1c+fO4eHhga+vL1lZWWRnZ/PSSy/x0ksvAfkXa3P1GS2FGx5++GHOnz9Pq1at6NChA3PnzmXOnDl069aNHTt2cP/995OamlotRxfsHWPHjmXs2LGcPXuW7t27k5ubS0xMDMnJyaxevZojR47w6quvcvXq1WoZF3fddRePPfYYo0eP5vjx4wQHB7t1bBbuePTRRxk9ejQAjzzyCAEBAY6f19U9Pgtvi1GjRnH8+HFMJpNbx2ZpHRaLhcDAQLeOT3vD2LFjeeSRR0hOTqZbt25uHZt2X375JX369GHRokUAdOjQgebNm7t1fH755Zf07duXV155haZNmzJu3Dj8/f3dNjbtDX369OGVV14BwNPTkwYNGpCdne22sVlaR1BQEH/4wx+YN2+e23522hvsR39vvvlmcnJy+N///V+3jc1Dhw4xcOBAHnvsMS5evAjkb4uWLVu6bGzWiEkkwOzZs1m2bBktW7bkxx9/pE2bNkRERLBp06Zq/eWsOPuTd8uWLXTs2LHkDps7F7p1Ax8fMJlg1ixYtSr/ts8+g6FD809n7dwZjh6Fvn0hJgY2bnTbY3CFqVOncvDgQc6dO4fVasXLy4v77ruPgwcPuu201ueee46nnnqK0NBQTpw4wcsvv8yqVatISEjgxx9/dNl6bDYbCxYsoH379kyaNInjx48D+ROGNm3a8O2337Jv3z6WLFnCyJEjMZlMLF++3LFMdXRMnjyZ5ORkGjZsyD333IOPj49jbDZo0IB27dq5fP3FGyZNmoTFYsHDw8Pxh5yuXbuSmZnJyy+/THJyMkuWLGH58uX89ttv1dph3yfp6el0796dt956i+DgYJKSkli4cCG7d+9mwYIFgOu2SfGG5ORkPDw86NGjB/379+epp55ixIgRTJkyhSNHjtCjRw/eeOMNx/e6yooVK4iIiKBHjx7MnTuX+Ph4Zs6cSdOmTbl06RIJCQnccssthIaGEhERQefOnXnttddc2lG4ISoqin379vGXv/yFZs2aYbPZHH9B379/Pw888IDj+1z919vi2+LXX39l0qRJ5OXlcfr0ac6fP0+jRo146qmn8PPzIzg4mAcffJDTp09XW8PBgweZNm0adevWJTc3l++++46VK1cyZ84c1q5dS+fOnfnb3/4GuPb5Wrhj3rx57N+/n2nTpjFixAieeeYZVq9ezR/+8AcGDRrEfffdxwcffOB4iYKrOhYtWkT//v3p3r07H3zwAfHx8SxYsIAWLVqQnp7ulrFZvGPNmjXs27eP6dOn07x5c6xWq+OPYNU5Potvi4MHDzJ16lSg4CJg1T02y+qYP38+Pj4+XL161S3js3DDP//5T/bv388LL7zA6NGjeeqpp3j//ferfWwWlp6eTr9+/Thx4gSbNm2iW7duZGZmum18Fm5ITk5m/fr1NGnSxG1js3jDqVOnWP9/B0BOnTrFuXPn3DI2i3ecOHGC//73vwQFBZGXl8e3337rlp+dhRssFgvffvstEyZMYNKkSaxatcotY3PRokV06dKFsLAwzp8/z5133gnkn+3lyrFZYyaRgwYN4t5772X48OGOv8z06NEDX19ft16p1X5kJS4ujsGDBwOwfPly/va3v5G9cyekp8O2bfDmm/DMM1CnDtiPSjVrBvXq5X/t3XfzJ5lTp8Lx40VPfb0ODBgwgBEjRvDjjz86TpsMDw93+5Wqtm7dyk8//URAQAAAt99+Ozk5OS49ChcXF8exY8eIioqiW7dujonAHXfcgZeXF4cPH+bOO+9ky5YtNGzYkEmTJrFhwwbAtX8xLN6xZMkSIP/1EYW3+zfffEPr1q1dvv7SGt58800AateuDcAPP/yAp6cnJpOJP/7xj/z9738nJiaGVq1aVWuHfZ/ceuuteHl58cEHH9C5c2dMJhO9e/fm9ddfZ8mSJVitVpdtk7K2Re/evXn77bcZPnw4qampjtPu58yZw7Rp01z+V8vir9det24dH3zwAX379iU4OJhdu3bRu3dvIiMjsVqthIeHc+rUKZd2lNbw2WefOV4vbB+f586d4+abb3Z8n6vfmqe0165/9tlnnD17lmbNmtGqVSssFgurVq3CYrFgsViYPn26S8dnadtizZo19OzZk7CwMHbt2sWhQ4ccy0+YMIGdO3dy6dIllz5fi3d89tlnrFmzhitXrjBs2DB69erF9OnTefXVVxk9ejSvvfYaGzduJC0tzWUd9erV4/PPP2fx4sUEBATQrVs3fvnlF+68807atm3L7t276dmzZ7WOzbI67Kcuenh4ONZVneOzeEPXrl05cuQIJpOJ5s2b07p1a5KTk6t1bJbVsX//fgYOHEiPHj346aefSExMdCxfHeOztP2xb98+/P39GTFiBL1792batGnVOjah4JftrKwsGjduTJcuXVi5ciWdOnWiffv2/Pjjj9X+s7O0hrVr15KRkYGHh4fj993qHJvFGzp37szatWu5ePEizZs3p0WLFtX+c7O0ji5durBq1So6dOhAz5492blzZ7X/7Cze0LVrV1atWsXFixcZMWIEN998MzNmzKj2sZmYmMgdd9zhOBL6xRdfEB8fT//+/QkODmbPnj0u+dlZYyaRtWvXZtWqVWRkZHDPPfewePFihg0bRt++fWncuLHbOmrVqkVubq7jdYGD+/Xjleho7r77bry7dIF58/KPRP7wA/TpA/HxUKtW/lFHgPr1YdcusF+ad/du8PSEtm3d9hhcoW7duixdutRxIZPo6GhuueUWQkJCHBMYdxgyZAgpKSnMmjWLDRs20KtXL1q2bElbF27PTp06MXnyZCZPnkxERAQ7duzghx9+oE6dOowZM4affvqJ+Ph4x9GW3NxcAgMDsdlsLv3LVPGO7du3O4642k+jzM7OZvv27TzxxBMAfPfdd/zzn/90S0N2djZ9+vThiy++oE2bNuzfv5+goCA6d+6Mt7e3yxpK67Dvk9q1azN+/Hjatm3L3r17Hcs3a9aMrl27Oi7LXV0N9m1x9epVjhw5wv9v796joir3PoB/B/B2HFKWnpMiyJFL3sDLQhEQdEYqSYNjq/KSZcgyNcpM8pSXarEqqCxNTYmyRAs0NUVHoHQpuVzLC5QiKpelR09ylsBYBB0GEVB+7x/jjMYLOr3N3jO+fD9r8cdsNnt/2fthD7/Zz36ePn36oHv37gDMXbADAwPtfqe+9fPanTp1wvDhw6HRaJCQkIArV64gPT0dRqMRrq6uqKysxKBBg+zag+Nuz4y7uLjAaDSivr4ew4cPx/fffw9/f39r4a10jubmZly6dAmnT59GaGgoUlJS8MMPP+DBBx9EUlISGu34bHp75wMA4uPjodPpYDAYrB9+Wrr1abVau2VoL8fo0aPR2NiI2tpa6/Pklg9GCwsL8fjjj8Pd3d1uGebNm4dRo0ahpKQEgYGBOHjwIMLDw3Ho0CFMnjwZv/76KzZv3qxo22wrx4EDB6DT6ZCVlWX9e6yqqoLJZFKsfbaXYc+ePTh8+DBKSkoQHh6O5ORkxdpmWzks5yQvLw9RUVF46KGHkJ2dDaPRCECZ9tlWBr1ej6ysLBQVFeHMmTPQaDSKtk3g1gA1DQ0NeOqpp6DT6VBZWYnc3FysWbMGNTU1SE9PR1VVlWLts3WG8ePHo7q6Grt27QIAdOrUSfG22V4Gg8EAACgtLUVoaKjibbO985GTk4P3338fUVFRMBgMirbN9o6F5cZAcXExRMRa3CvVNpcsWYJr165hzpw5GDx4MJYsWYKpU6fiySefxJgxY+x37fzD47ne486ePSupqakSGxsrK1eudEiGoqIi8QDkuy5d5HL//iKxsSI3h162Wr1aJDlZxGgU2bdPxNdX5Ntvzd+bPl1kwAARnU6kVy+R1FT1fwk7KSoqklWrVklMTIysWrXKIRm++eYbmTVrloSGhireJsrKyiQuLk6mT59uXfbmm29KZGSkLF68WC5evCjh4eGSlJSkSo4ZM2ZYl7W0tEhFRYXMnDlTysrKZNKkSdKrVy/56quvVMsQFhYmWq1W1q5dKyIiBQUF4uXlJT///LMiGW7P0fqcBAcHS2Jioly4cEGioqJkzpw5ime4/VgsXLhQpk6dKrm5uVJbWytRUVEyc+ZMaWpqUiSDZXjv/Px8CQ0NtQ6BnpOTI+PHj5eRI0fK+PHjpV+/fnL8+HHFM4SFhf1uKPovv/xShg0bJrGxsdK7d2/55JNPFMnQVg7LsVi+fLls2LDBut7ly5dl69atime4/XwYDAYJDQ2VYcOGiV6vF09PT9m/f78iGVrnCAsLs75+++23JTQ0VOLi4iQ2NlY8PT0lNzdXkQzHjx+XrKwsERGpqamR2NhYWbx4saxdu1YmTpwoI0aMULxttpVjypQpMnfuXCkvL5ft27dLUFCQ4u2zrWOxfPlymTZtmmRkZFjXU7Jttpdj8eLFsmrVKtHpdBIUFKR4+2wrw6uvvipxcXGi0+nk2WefVbRtWq5Pb7zxhixbtkxERN59913R6XTy8MMPy0svvSTR0dGKXjvbyvDee++JXq+XMWPGSF5enuzYsUPRa2d7GXQ6ncTExMioUaNUaZt3Ox8JCQmi1+sVvXbe6VhMnDhRIiIiRKfTyezZsxW/bqakpMigQYMkPT1dRETOnz8v0dHRsmzZMklPT5cJEyb86bbZ4YpIC7XnGLtd07Vrci4oSK5PmWIuHh99VESvF9m5s/0fevFFkeDgW68LCkS2bBFR6B9KtTnyfIiY/1FSa96g7du3S0REhGzevFlEzPP2ZGVliV6vl4CAAJk3b56qOW6/uO/bt080Go1069ZNXnzxRdUyWC5ytxeLas6d1PqcNDQ0yNatW2Xs2LESEBAgCQkJqme4cOGCzJ07V0JCQsTb21teeOEFxTOImN/w4uPjf7esurpadu7cKWvWrHFYhuTkZOnatau88sorqmRoL4fFtWvXHJbBaDTKli1bZPXq1apkaCtHfX29HDx4UJYvXy5vvfWWKhks14S9e/eKv7+/FBYWSnV1tezYscP6wZOaOXJycsTHx0dOnTolycnJ0rlzZ9XapyXDnj17ZODAgXLy5Enr9xobG1XJcHuOvXv3SkBAgJw8eVKMRqNkZGSodr2wZDAYDDJ06FA5fPiwHDx4UJYuXapK23z99dclLy9PRERiY2NFo9FI8M3/13755RdV2mfrDG5ubhIUFCQiIu+8844qbbOt4zB69OjfraNG27zT+aiqqlKlbbaVISwsTEREDhw4oErbbGxslIKCAhG59Teybds2GTJkiJhMJrtcOztsEekwLS0ily+LRESIHDliXlZTIxIXZ77DePq0edn16yI3bog0N5tfJyaa71jenIye7j2WQvny5cuSmJgoMTExImJ+87148aKIiNTW1qqeIzY2VkRE9u/fL6+99pokJiZKeXm5qhksx8JgMMi5c+d+t44jcmRnZ8vFixfl+vXrip+T9jLs27dPSkpKpKKiQoxGo6IZRMT6Icr06dNl+/btIiKyfv16WbhwodTU1Ci+//YyrFu3TpKSksRgMEhVVZXDcqSmpsqiRYscmsFyPtS4Ttwpx7p16+Tll1+Wq1evqpZDRKT55vthcXGx+Pr6SklJiar7byvHgAEDpKKiQgoLC6WystIhGfz8/KS0tFS1fbeXw1HnpPX5sBwLtT6cXrp0qfTr10969+4tY8eOlWXLlklkZKQcO3ZMlf23lyEiIkJKS0vl9OnTqrTNtjKMGzdO0d4BtuZwlvNhORZqtU3Lfiw9mI4ePSrBwcF2ex9zs2snXLo7jQbo1s38rGNLC5CZaZ7/8ZFHgG++AXbvBoKCzM9BtrSYn3csKQEOHADmzDEPrEP3JMsAIZ6enpg1axaeeeYZuLm5wdfXF3tvjq7bo0cPh+RwcXFBUFAQMjMzERgY6JAMbm5u8Pf3x549e6zrOCqHr68vsrOz4erqqvg5aSuDq6sr/Pz8kJ2djb59+yq6f4vWz2tHRkbi0qVL2Lhxo6LTvdwtw08//YRNmzYhKipKlQzt5bAci/vvv99hGSwDp6hxnbAlh72fVb6T+vp6uLi4oKioCPHx8dDr9W1PkeWAHB4eHqr9nbaVQafTwcfHR7X9t5fDEeekdYYJEyZYx1VQ4z0EAEaPHo3jx49j0aJFiImJsU7PZBmwz1EZLKOzDho0yGEZAMDDw0OV/d8th6PPBwDre6labVOj0aCpqQmdO3dGYWEhEhISMHnyZPu9j9mlFCXbWbroTZ0q8o9/iFy8KDJwoMi//iXy2msi06aJ/Oc/Ij//LJKWJvLEEyI9eoi8+65jc5Pd1NfXS3h4uLi7u0taWlqHzuEMGZwlhzNkKCoqEo1GI3369JEVK1Z02AzOksMZMjhDjhs3bkheXp7odDrp27evfPDBB6pncJYczpDBWXI4QwYR+V/PqTvi8RxmcK4czpDB4uzZszJu3Djx8PCQDz/80K7bZhHpKPn5Iu7uIocP31p25IjI/feLVFebX3/1lUhKish//+uYjKSII0eOSGJioupdwZwxhzNkcJYczpChqalJVq5cKQ0NDR06g7PkcIYMzpKjrq5Odu7cqdqzqM6cwxkyOEsOZ8hgoda4CsxgG2fI4SwZMjMzFbl+a0TusQkGnV1NDdCjB3C3+V6am4ElS4AtW4Bz5wB3d+C334CICGDbNmDIEHN3VjvP00eOJyKqdWVw9hzOkMFZcjhDBiIiIiJbsIi0l/PngRdeALp0MX+tXg14ed3950aPNq//6KOAwQD89a/A9u3mZURERERERE6Gt7nsYcUKIDISGD4c2LzZPBDOP/9pvpN4+2TxNye+hcit5bt3A7NnAydOAFFRwJ49LCCJiIiIiMhp8U6kPaxbB4SGAqNGmV9Pmwb8+99AQcGdf+727qo3bphHZCUiIiIiInJivBNpD/PmmQvIkhIgMNA8HYdOB2RlAeXlt9b79VdgxgwgLc38+vb6nQUkERERERHdA3gn0p7y84HKSmDKFKC21txN9W9/Mw+gM2CAuaB84gnAZDIXnERERERERPcYFpFKsHRTzc01D7azaxcwcqT5e2VlgEoTvxIREREREdkbu7MqwTJozt//bu6m+pe/3PoeC0giIiIiIrqHsYi0t/p68xyQJ06Yn3/U6YD+/R2dioiIiIiIyC5YRNpTS4t5RNZJk4CYGOCZZ4DPPwe6dXN0MiIiIiIiIrvgM5H2ZjIB+/cDkydzvkciIiIiIvp/h0UkERERERER2YzdWYmIiIiIiMhmLCKJiIiIiIjIZiwiiYiIiIiIyGYsIomIiIiIiMhmLCKJiIiIiIjIZiwiiYiIiIiIyGYsIomIiIiIiMhmLCKJiIjaUF5eDq1Wi99++03V/cbFxaFz587QarVobGy023aDg4PRtWtXjBgxwm7bJCKijolFJBERdUibNm26Y0HVv39/mEwm9OjRQ8VUZgkJCTCZTOjSpYvdtnnixAmkpaXZbXtERNRxsYgkIiIiIiIim7GIJCKiDqWwsBBarRbz58/HmTNnoNVqodVqsW3bNus6Q4cORffu3aHRaFBbW2tdvmnTJoSEhMDHxwfR0dF4/vnn0atXL2RkZFjXMRgMGDFiBHr27InIyEiUlZXZJbdOp8Pq1autr6dMmYKkpCTr64yMDPj5+cHd3R1+fn74+uuv7bJfIiKi1lhEEhFRhzJy5EiYTCakpaUhKCgIJpMJJpMJ06ZNs65TXFyM4uLiNn9eo9GgrKwMxcXFGDx4MDIzM/Hpp58CAH788UfMmDEDH330EaqrqzFz5kw89thjuHHjhqK/09WrVzF79mykpqairq4Ohw4dQkBAgKL7JCKijotFJBER0R/wwAMPoFu3bvDx8cGQIUPg7++PqqoqAMDnn3+OGTNmQK/Xw9XVFfPnz0dlZSXOnDmjaKaWlha4urri/PnzqKurg7e3N4KDgxXdJxERdVwsIomIiP4AV1dXAICbm5v16/r16wDMI7pmZmaiZ8+e1q/GxkZUVFQomkmr1WL37t3IycmBt7c3QkJCkJ+fr+g+iYio42IRSUREHZKLi/3eAkUEAODt7Y3ExETU1tZavxoaGjBp0iS77Of2KT9aTz0SHR2Nb7/9FleuXEFISAgWLFhgl30SERG1xiKSiIg6JE9PT1y6dOl3A+f8WfHx8fjiiy9w9OhRtLS0oLa2FpmZmWhqarLL9g0GA+rr63Hq1CkcO3YMdXV1aG5uRnV1NXbt2oX6+nprcXzffffZZZ9EREStsYgkIqIOSa/X45FHHsHAgQPh5eWFrKwsAMC2bdug1WoxdOhQAICXlxe0Wi2+++67u25zzJgx+Oyzz7BgwQJ4eHhg8ODByMnJgUajsUtmT09PDBw4EE8//TRSUlKwceNG5Ofno6WlBR9//DH69euH3r17o7i4GOvXr7fLPomIiFrTiKUPDhERETncc889h61bt8LNzQ1GoxFdunQBYJ7iY/78+Zg+ffr/abshISEoLS3FkCFD+LwkERH9KW6ODkBERES3bNiwARs2bLD7dgsKCuy+TSIi6pjYnZWIiIiIiIhsxu6sREREREREZDPeiSQiIiIiIiKbsYgkIiIiIiIim7GIJCIiIiIiIpuxiCQiIiIiIiKbsYgkIiIiIiIim7GIJCIiIiIiIpuxiCQiIiIiIiKbsYgkIiIiIiIim/0PyczVNtSLW/kAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -731,9 +754,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -741,9 +764,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -751,9 +774,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -761,9 +784,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -771,9 +794,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -781,9 +804,9 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA5EAAAFeCAYAAAAc85v3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3Xl4Tfe++PH3ziTDzohIIkgMieSYqobLMQSHUoqW1KzRVktvz+UYqqgKFS3R0h7V9rSIsZxoKW612kb0aNWl2iIkBDFLpJnnaf3+8MvWNNPOZH/J5/U8nlNZw36vtdd9rm++e6+l0zRNQwghhBBCCCGEMIKZqQOEEEIIIYQQQjw4ZBAphBBCCCGEEMJoMogUQgghhBBCCGE0GUQKIYQQQgghhDCaDCKFEEIIIYQQQhhNBpFCCCGEEEIIIYwmg0ghhBBCCCGEEEaTQaQQQgghhBBCCKPJIFIIIYQQQgghhNFkECmEEEIIIYQQwmgyiBRCCCGEEEIIYTQLUweYgk6nM3WCEEIIIYQQQpiUpmnV2q5eDSLDwsIICwsDqn/CatMXX3zBiBEj7u+L3rhBRrdu6P/v/6BpU9M0lEGFDhUaVOlQoUGVDhUaVOlQoUGVDhUaVOmQBrU6ymtISUkhJycHNze3CrfPzc3l9u3bmJmZYWNjg4WFRbV++a5pmsl/aa9CgyodKjSo0qFCQ111aJpGYWEh2dnZFBYW4urqio2NTbnr1+T169UgMigoiKCgICUuHABfX1+TvK6llZXJG/5MhQ4VGkCNDhUaQI0OFRpAjQ4VGkCNDhUaQI0OabhHhY6aNuTm5mJhYYGHh0eN/r1UVFSEmZlpvzWlQoMqHSo0qNKhQkNdd2iaRnx8PDk5ORUOImtCp6kwJXef6XQ6JWYiTeLGDejfHyIioGlTU9cIIYQQ4j4wdiYyLS2NzMxM3N3d71OZEKIuJCQkYGlpibOzc7nr1GRMZPphuBBCCCGEEEKIB4YMIk0oOjraJK+bm5dn8oY/U6FDhQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQxruUaFDhQa4+1E9U1OhAdToUKEB1OhQoQHU6aguGUSaUExMjEleN/8Pg0hTNfyZCh0qNIAaHSo0gBodKjSAGh0qNIAaHSo0gBod0nCPCh0qNAghHn4yiBRCCCGEEEIIYTQZRAohhBBCCCGqJDg4mKFDhzJ48GC6d+9OeHg48fHx9OnTh379+jF27FgKCgo4fvw4U6dOBWDKlCmcOHHCxOWiNsggUgghhBBCVCg4OJigoCCTvHZAQADW1tbo9Xr0en2JjuvXrxMQEICtrS2PPvooUVFRJmksS3GbXq83ui0/P59Jkybh5uaGs7MzQ4cO5erVq6X2+efjPX/+PJ07d8bb25t9+/ZVuzkhIYG//OUv5P3hq09Q/vu/cuVKdDodhw4dIjIyEkdHRw4ePMihQ4dwcnLi6NGjdO3aFXd3d2bOnEmLFi3o0qVLtftqqvjclXUtVXSdVWbgwIE0btwYZ2dnBgwYUOJj5XV1jfbs2dOk17sMIoUQQgghhNI+/PBDMjIyyMjIICwszPDzF154AX9/f37//XdGjRrFuHHjTBf5J8Vtd+7cMbqtsLAQX19fTp48yZ07d2jbtm2JwUx5xxscHMw///lPjh07xhtvvFHt5rfeeovnnnsOqz88U7widnZ2NGnSBFtbW7KyskhJSWH8+PH069ePr776irS0NACmT5/OBx98wLRp06rdVlvWrVtX5rUE5V9nlVmxYgU3btwgKSmJMWPGMHHiRMOyurpGZ82axeLFi2tlX9Uhg0ghhBBCCFGmo0ePotfrWb58Odu2bTPM0qSmptbK/t977z1mz55NbGxslbdNS0vj4MGDLFiwABsbG2bPns2lS5c4e/YsAC1btiQyMtKwvk6nIy4uzvD3Cxcu0Lt3bxwcHPDw8GDVqlWlXuPGjRu0bduW3bt312pbeaytrXnttdfw8PDAwsKixMc/K9qnpmllPrg+MTHR6Obc3Fw2b97M+PHjDT+ryvuvaRrbtm1j4MCBHDp0iF69ehmeQTh37lw++ugj5s6dW2q76p5jlXTu3BkrKyuKioooLCzk3LlzQOXXgZeXV7nXaGXX57Bhw4iIiCA+Pv6+HOOfySDShHx9fev8NZKSkoiLizP8uXbtGjozM65du0ZcXBxNmjSp8wZj3I9z8SA0gBodKjSAGh0qNIAaHSo0gBodKjSAGh3ScI8KHbXd0KNHDzIyMliwYAETJkwwzNI4OjrWyv5HjhyJubk5vXr1YvDgwezbt6/MRx/MnTuXRo0aMWjQIMNHBWNjY7Gzs8PW1paAgACysrJo2bKl0XeoXbx4MY888ggpKSlERUXRo0ePUuvk5+cTExNT5UHzH9v69+9f5bZix48fp2PHjqX2+efjXbx4MS+99BJdu3Zl0aJFfPfdd4wfP56dO3ca/Vo//fQTjRs3xs3NzfCzqr7/AwYM4IMPPuCJJ54gJSUFgE8//ZTWrVsTFBREq1at2LFjR4ltqnuOq2vevHmlrqViZV1nxho2bBjW1ta89NJLhhnXmlyjlV2f1tbWPProo3zzzTdV6qwtFiZ5VRMJCwur0tR0XWvbtm2d7j8pKQkv71akp6UYfuYBRAD9e/TgJmDv4ETc5Yu4uLjUaUtl6vpcPCgNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KNCx/1sOHLkCHPmzMHT05Ndu3aVWPbnWbG4uDjOnz/PoEGDSvy8efPmrFy5kpCQEPbs2cN7773HjBkzWL58OWPHjgUgNDQUf39/NE1j8eLFjBgxgjNnzpCZmYm9vT2ZmZlERUWRmZmJg4MDGRkZRh9DQkIC8fHxuLu789e//rXUci8vL8NsWlXURlt8fDyvv/46W7ZsqXSfbdu25eeff+bzzz9n8+bN9OnTh08++QRbW1ug9PtRltOnT+Pj42N0X3BwMIDh39bF/3vq1Klyt1m6dGmpn1X3HFdHedeShYVFhcuMsX//frKzs9m8eTNt2rQBKn7PjHlPKrs+/fz8KjzfdalezUQGBQWVmDJ+2KWlpd0dQAbMhyGhd//0ew3sGt/934D5pKelGD6vLoQQQghhrF69epWaVSpPXFwcBw8eLHe5paUlHTt25JFHHiEzM5MbN24YlnXt2hU7Ozv0ej2hoaFcv36d8+fPY2dnR0ZGBs2aNePOnTt4enqSnp6OXq83qik0NJQGDRrQuXNnfH19+fzzz43azhg1bcvKymL48OHMmTOHgICASvd5/PhxAgMDycnJYfXq1ezcuZO2bduyf/9+o5tTU1Oxt7evzuE+MMq7lipbZiwbGxumTp3KhAkTSEpKqtF1YMz1aW9vb5jxvd/q1SBSNdHR0ffnhWxcwK7R3T+2LqAzv/u/Nqadffyj+3YuFG8ANTpUaAA1OlRoADU6VGgANTpUaAA1OqThHhU66qrBmFkToMxHPOzcuZOZM2eyc+dOAgICOH36tGH9nJwctm7dSt++fRk0aBBOTk6cPn2a2bNnl7l/nU5naGndujUZGRmGAWdeXh4XL14s8ZHe3NxcANLT00vtq2nTpmzatImbN28ye/ZsXnzxReNOhhH+2FZUVFRmW3kKCgoIDAykV69ezJgxo8x9Qsnjbd++PZ999hkTJ05k3bp1vPzyy/z8888sW7YMoMyPCP+Zk5NTmecJyn7/jxw5wn/9138xevToSvdd/EsEYzrqWnHDH6+lP6tomTEyMjK4dOlShe9ZcUd516gx12d6ejpOTk7V7qwJGUSaUFU/a/0wU+FcqNAAanSo0ABqdKjQAGp0qNAAanSo0ABqdEjDPSp01FWDm5sb586do7CwsML1ih/x8N133xke8TBmzBjWrFnDmDFjiIyMpH379ob1V65cyebNm5k1axYXL15kwYIFuLq6GpanpKTw1VdfkZubS25uLkuWLMHd3R0fHx8cHBwYNGgQb775Jjk5Obzzzju0bNkSf39/w/bh4eEUFBTw8ccfA5CcnGxYtnv3bm7evIlOp8Pc3LzM2aEbN27QunXrKs9SGtNW3r6ff/55nJycSt1IpaJ9WltbG9YrLCzE0tISCwsLCgoKjG5u3759uddPWe9/bc1EV/ccV1VF11JFyyrrPHfuHP/+97/JzMwkNzeXpUuXYmlpSdu2bWt0jRpzfZ47d44OHTrUxemqlAwihRBCCCFEhZ5++mns7Oxo2rQpnp6e5X4VpvgRDwMGDCjxiIfyvPrqqxw8eJARI0Zgbm5eanl+fj6vvvoqDRs2xM3NjZ9++om9e/cavqf20Ucfcfr0aZydnfn3v//Np59+WmL73Nxc3NzcOHLkCM8884zhofcAJ06c4NFHH0Wv1/PPf/6TTZs2lfn6Fy9erNZXf4rbGjZsWGZbWfu+cuUKmzZtYvfu3djb2xvuhlr8rMjKjhfg73//OyEhIbRt25Z58+YZ3du9e3cSExO5detWqWXGvv+VzUT379+/xEx0eeehLhRfS8U3D/rjtVTZdVZRp5mZGe+++y6enp40btyYgwcPsm/fPsOgr7rXaGXXZ05ODj///DMDBw6si9NVqXp1Yx0hhBBCCFF1Tk5ORERElPq5ra0tv//+u+HvxY94ePHFF5k8ebLhhilWVlbk5+eX2r6y5xE2btyYX3/9tdzlzZo14/Dhw+UuX7hwoeHGNH8WEhJCSEhIha9fk5u+FLcVFRWV+dHIsvbdokWLCl+vsuMF8PT05OTJk1XubdCgAc888wyffvops2bNKrGsvPf/z4pnoq2trZk2bZphJrpJkybs37+flStXljoX9+vGOsXXUlnvR2XXGZTf6evryw8//FDudtW9Riu7Pvft20f//v1N9qQFmYkUQgghhBDV4urqiqurK3369OHnn382POJh+PDhJW740b59e3799VcmTpxY5ZuViPtn3rx5rF+/nry8vGptXzwT3a9fP6NmokX1vfPOO4Y75JqCzEQKIYQQQohq+/OzCE+dOlVqtsfe3r7SGTRheq6urkRFRRm9fnkz0dOnT2fixImVzkSL6jt69KhJX19mIoUQQgghxEPn0qVLSjy782FW3kz0E088UeZM9KRJk2Qm+g/i4uIe2GtUZiJNyJjbPNcXKpwLFRpAjQ4VGkCNDhUaQI0OFRpAjQ4VGkCNDmm4R4UOFRpE/VLWTPSfFc9El/f9UPHg0Wn345usitHpdPflC7ymFhcXh7e3NwwJvfuMSMAjO5mIwyvp3/cVbhYVwoG5XL58GS8vL9PGCiGEEKLOpKSkkJOTg5ubW4XrpaWlkZmZibu7+30qE0LUhYSEBCwtLXF2di53nZqMieRXAUIIIYQQQgghjCaDSBOKjo42dYIyVDgXKjSAGh0qNIAaHSo0gBodKjSAGh0qNIAaHdJwjwodNW0wMzMjPz+f9PR0CgoKqj1LUVRUVKOO2qBCA6jRoUIDqNGhQgPUTYemaRQWFpKRkUFubm6dfnRYvhNpQjExMQ/sl2lrmwrnQoUGVTpUaFClQ4UGVTpUaFClQ4UGVTqkQa2OmjbY2tqSl5dHamoqSUlJwN2PvFWVpmnV2q42qdCgSocKDap0qNBQVx3Fv/QxMzPD1tYWvV5fq/v/IxlECiGEEEII4O4/Pl1cXHB2diY/P5+ioqJqzZhkZ2djY2NTB4UPVoMqHSo0qNKhQkNddZiZmaHT6bCysqrzgbIMIoUQQgghRAnF/xCtrqKiImxtbWux6MFsUKVDhQZVOlRoUKmjuuQ7kUIIIYQQQgghjCaDSCGEEEIIIYQQRqtXg8iwsDACAgJMnSGEEEIIIYQQD6x69Z3IoKAggoKClLgjE4Cvr6+pE5ShwrlQoQHU6FChAdToUKEB1OhQoQHU6FChAdTokIZ7VOiojQZN08jPzyc7O5uioqJqPeajsLCQvLy8GrfUhAoNqnSo0KBKhwoNddWh0+kwMzPD2tq6zm+uo9Oq+wCgB5hOp6v2c48eJHFxcXh7e8OQULBrBIBHdjIRh1fSv+8r3CwqhANzuXz5Ml5eXqaNFUIIIUSdSUlJIScnBzc3twrXKygoID4+noKCAiwtLTE3N0en0ynzC3ghRNk0TUPTNIqKisjLy8Pc3BxXV9cKb5BVkzFRvZqJFEIIIYQQ5cvKykLTNDw8PLC0tDR1jhCiGgoKCkhISCArK6tGd1muSL36TqRqoqOjTZ2gDBXOhQoNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KNCR200mJub13gAWZ1nS9Y2FRpAjY7aarhz5w6///57rXZkZGRw+/ZtCgoKapJWowZTqMsOCwsLLCws6vSTlzKINKGYmBhTJyhDhXOhQgOo0aFCA6jRoUIDqNGhQgOo0aFCA6jRIQ33qNChQoN4eHXt2pW+ffvW6j5XrVqFu7s7v/76a63uV9QtGUQKIYQQQgghRC2ztrY2fKd41apVps6pVTKIFEIIIYQQQlQqLi6OM2fO1Oo+g4OD0TSNLl261Op+VfDWW28xbdo0U2fUCRlECiGEEEIIUY8FBwfTrVs3fHx86N+/PxMnTqRhw4Z8/fXXAMyZM8cwo9auXbsS2165coVBgwah1+txdnbmb3/7G7m5ucDduwKPGjUKJycnHBwc6N27Nzdv3gTgzJkzhn3qdDpOnDhh2GdYWBg6nY45c+bg7u6Ol5dXieUhISE0atSIbt26MXbsWHQ6HXFxcZUeZ0REBI888gjW1ta4u7sze/Zsw7LQ0FBatWqFtbU1zZo1Y9GiRQBERkZibW3N6NGj8fb2Zt68eTg7O7NkyRIAAgIC0Ov1LFy4EL1eX+IYZ86cyZgxY8rtWb16Na1atcLJyYkRI0YYtgN47733aNGiBdbW1rRp04Zt27aV2DYxMZHo6GhSU1MrPe66IINIIYQQQggh6rmTJ0/SqVMnDh06RFJSEtbW1mzevBmAJ554gtDQUJydnUttt3DhQiIiIpg+fTrTp08nJSWF/Px84O73HT///HPGjBnDzJkzsbKyIjk5GQB3d3dCQ0MZOHBguU179+5lzJgxXLlyheXLlwPw008/8dprr+Hh4UH37t3597//bfQxTp48mYSEBBYsWMDTTz/NpUuXDMu+/vprOnXqxPz582nWrBnLli3j4MGDAOTm5mJmZsa1a9fYt28f/v7+/Otf/zJsm5WVxZEjRwgMDOTIkSPMnz+/0pZt27Yxa9Ys/P39efnllzl8+DDjx48HIDY2lhkzZuDq6sqiRYv461//SmxsbInt165di5+fH7t37zb6+GuTPOJDCCGEEEKIes7Dw4O33nqL8PBwZs+eTVhYGPHx8QD07duXvn37snbt2lLbaZqGpaUlnTt35vHHHzcM9oqXAXTo0IGnn36a4OBgzMzuzmE1bNiQOXPmkJGRwTfffFNm0+zZs3nxxRfZsWMHly9fBuDLL78E4MMPP6Rnz56cPXuWiIgIo45R0zQcHBzo06cPPXv2LPH4i/DwcPR6PQkJCbRr147Ro0fz22+/0bVrV+DuR1N/+uknRo0ahZeXF9OnTy+x3x07duDu7s4PP/zAt99+W2nLpk2bcHBwYPXq1VhYWJCUlMQHH3zA9evXDefNw8OD4cOH065dO+We1SozkSbk6+tr6gRlqHAuVGgANTpUaAA1OlRoADU6VGgANTpUaAA1OqThHhU6VGgQDyYzMzPDAM/c3Bxzc3PDjGJF3nrrLQYPHsyzzz5Lw4YNGT16NJmZmcDdj8E+88wzLFiwgCZNmjBw4EBu375tdFPDhg2BuzeoKW4pHth6e3sD0KpVK6P3t337dlxcXBgwYAANGzZk8eLFwN3nKs6cORNbW1s8PT0ZPXo0cHeGsVjx+Snr3FhZWeHu7g6Al5cXiYmJlbbcuHGDtLQ02rRpg7e3Nx988AEAV69epU2bNqxbt45z587RoUMHmjVrxp49e0psX/xd0qCgIKOPvzbJINKE2rZta+oEZahwLlRoADU6VGgANTpUaAA1OlRoADU6VGgANTqk4R4VOlRoAAyDkfreAGp0VLfBmOcMenp6snv3blJSUlizZg2fffYZW7ZsAcDJyYmwsDCSkpLYvXs3ERERrFmzplotxRo1agRgmJm8ePGi0dv26dOHo0ePkpiYyJNPPsnSpUuJjo7mm2++YfPmzQwYMIDt27cbvu9o7HMW8/LyDN9nvHLliqERMMx2Zmdnl9imadOmODs7s3v37hJ/fHx80DSN6dOnc/78eS5duoSLi0upG/SY+juR8nFWIYQQQgghRLmKH0+RlpZGbm4uq1atwtHRkalTpzJ9+nTS09Px8/MzPOux+KOXy5Yt45dffqFTp05cu3atxLKvvvqKM2fO8OOPPwKwdetWIiMjK7wRDcDgwYNZvnw506dPp0+fPkZ/lBWgR48ePProozRt2pSzZ88aeiwtLQFITU0lNjaW8PBwo/dZbNy4cbRs2ZLz588zefJkw8+9vb3R6XSsX78eCwsL3NzcmDJlChMnTuS7774jLCyMbt26kZCQwLfffsuZM2eIjY0lMDCQgQMHYmdnR0JCQqmPs65du5YlS5awceNGk8xGmv5XI/VYdHS0qROUocK5UKEB1OhQoQHU6FChAdToUKEB1OhQoQHU6JCGe1ToUKEBoKioyNQJSjSAGh01bZg7dy5z584lOTmZ27dvM3fuXEJCQgDo0qULJ0+eJCQkhO+++47x48cbBlEdO3bk0qVLrFixgp07dzJ48GBmzZoFwI4dO5g7d67h+5Dvvvsuc+fOrXRmsXfv3gQHB3Pjxg1++OEHRowYARg329qlSxf27t3LkiVLuHXrFiEhIfj6+jJgwABefvlloqOjWbduHWPHjq3S+bGzs6Nnz56Eh4fTu3fvEt8LdXd3Z+nSpaSnp7NgwQJWrFgBwKRJk1i9ejXnzp1j6dKlhIeHG75/6ezsjIeHBxs2bGD58uW4uLjw8ccfV6mpzmn1kCqHvWfPnjrd/+XLlzVAY0ioxuiNGqM3ah5D39Gi9W6ax9B37v4ctMuXL9dphzHq+lw8KA2apkaHCg2apkaHCg2apkaHCg2apkaHCg2apkaHNNyjQkd5DcnJydqtW7cq3T41NVW7efNmjTsKCwtrvI+HoUHT1OhQoUHTaq+joKDA8N9PPfWUBmhZWVn3taFY3759NTs7uypvV9fvSXx8vJaUlFThOjUZE8nHWYUQQgghhBAPjK5duzJs2DByc3PZt28fXbt2xcbGxtRZ9YoMIoUQQgghhBAPDEdHR1avXg1Az549ef/9901cVP/IIFIIIYQQQgjxwDh06JCpEwwiIyNNnWAScmMdIYQQQgghhBBGk5lIwfXr1ytc7uDggIuLy32qEUIIIYQQQqhMBpEm5Ovra9qAvCzQmdG7d+8KV7N3cCLu8sU6HUia/Fwo0gBqdKjQAGp0qNAAanSo0ABqdKjQAGp0SMM9KnSo0CCEePjp/v/tXesVnU5HfTjsuLg4vL29YUgo2DUCwCM7mYjDK+nf9xVuZtyBw29CwHywKWeAmJ0EkW9y+fJlvLy87l+8EEIIIWpNSkoKOTk5uLm5VbheWloamZmZuLu736cyIURdSEhIwNLSEmdn53LXqcmY6IH+TuTRo0fp0aMHffv2ZejQoaSkpJg66cFk43J3kFnWn/IGl0IIIYQQwmSGDBnCtm3bTJ1x3+Xn5/Pcc89hb29P8+bN2bVrV5X38corr/Dhhx8avX5kZCS+vr7Y2dnx5JNPkp6ebtR2169fJyAgAFtbWx599FGioqIMy1JTUxk5ciR2dnb4+vry/fffA5Cdnc3IkSNxc3NjyZIlZe533bp1vPrqq0b314UHehDZokULvvvuOw4fPswTTzzxwN3eNzo62tQJylDhXKjQAGp0qNAAanSo0ABqdKjQAGp0qNAAanRIwz0qdKjQAFBUVGTqBCUaoO46Dhw4wIQJE0zaUFW10bF69WpOnTrF1atXCQsLY8qUKdy8edPo7W/dusWOHTuYMmWKUetnZWURGBjIokWLiI+Pp7CwkIULFxq17QsvvIC/vz+///47o0aNYty4cYZlr776KkVFRcTHx7No0SICAwPJzs5my5YtdOvWjStXrnD8+HFiY2NL7fe5555j69at3Llzx7iDrgMP9CDSw8MDW1tbACwsLLCweLC+4hkTE2PqBGWocC5UaAA1OlRoADU6VGgANTpUaAA1OlRoADU6pOEeFTpUaBB1a/369ej1eszNzQkLCyuxLCgoiBdeeIGePXvi4ODA1KlTS20/efJkJk+efJ9qa194eDgzZ87E2dmZ/v370717d/bs2WP09ps3b2bYsGE0aNDAqPUPHTqEk5MTEydORK/X88orr7Bjx45Kt0tLS+PgwYMsWLAAGxsbZs+ezaVLlzh79iwAu3btYt68eej1eiZOnIiDgwOHDh1C0zTMzO4O0TRNM3zcNDEx0bDvBg0aMGTIELZs2WL0cdc2kw8i165dS5cuXWjQoAEjR44ssSw/P5+XX34ZFxcXXFxc+Pvf/05BQUGpffz++++sW7eO55577n5lCyGEEEIIcd8999xzZGRklHtjxK+//pqdO3dy5swZduzYwcmTJ0ssv3r1KlevXr0fqXUiJiYGf39/xo0bx5EjR/D396/SL0+++uor+vbtW+XXO3z4MBMnTsTf3587d+6QnJxc4XaxsbHY2dlha2tLQEAAWVlZtGzZkpiYGJKSkkhMTMTX15eBAwdy4cIF/Pz8iImJYdKkSfz44480b96cbt26UVRUxEsvvcTrr79eYiY3ICCAL7/80ujjqG0mH0R6eHjw2muvlfmbkmXLlnHkyBGioqKIioriP//5D8uXLy+xTvEU89q1a2nUqNH9yhZCCCGEEEI5I0aMoFmzZjRv3pz27dtz/vz5EssjIyOJjIw0TVwtyMzMxN7enrNnzxIfH4+DgwMZGRlGb3/69Gl8fHyq/HoJCQlERUXh4OAAUOlrFm+XmZlJVFQUmZmZhtbMzEwArK2tiYqKIjk52bDM1taWvXv3snfvXi5fvsyGDRt47bXXWLdunWGGEsDPz49Tp04ZfRy1zeSDyKeeeoqRI0eWOQAsPmnu7u64u7uzcOFC1q9fb1heUFDfsjyZAAAgAElEQVTA2LFj+fvf/07Pnj3vZ7YQQgghhBDK+eMj2aysrMjJyTFhTe2zs7MjIyOD3377jVGjRpGeno5erzd6+9TUVOzt7av8eoGBgfzyyy+Gm+pU9prF2zVr1ow7d+7g6elpaLWzswPujmVu3rxJt27dDMtSUlIYN24cERERrF69mvj4eDp37kxwcHCJ/dvb25v0pqImH0SWJzk5mevXr9OpUyfDzzp16sTVq1dJTU0F4NNPP+X777/n3XffJSAggNDQUFPlCiGEEEIIIeqYj4+P4XuFAGfPnq3S81GdnJyMvrtqea/XuHHjCh+dAdC6dWsyMjK4ceMGAHl5eVy8eBFfX19cXFxo1KhRmcfh6OjIxo0bmT9/PsePH8fGxoYrV65w4sQJLl68aFg/PT0dJycno4+jtil7J5riKeI/npzi/05PT8fR0ZFJkyYxadKkSvcVHBxc6ha5X3zxRZnr+vr60rZtW+DuHc7K+4x1ba1X3FEXr2ttbV3msuq4ePGi4TmRdXFeoOz35GF6P4xdr9j9fl0V34/ijvr+fhSv9+f3pD6+Hyqtp8L7UbxMpfNiqvXk/ah4PRcXF5o3b05ubq7hhiK5ubnk5+eXWC8nJwdN0ygqKjJ8dK6yO2qWt96f/17T/VVnvdo4jpquV9m6NXndoqKiEn//4zP/in/+5/+dOHEiANu3b6/269ZkvT/3VXV/gYGBrFmzhsGDB/Prr79y7NgxNm3aZPT+2rdvz7lz5+jYsaNRrxsQEEBycjJbt25lxIgRrFy5kqeffrrEcRw7doxJkyaxZcsWunfvDtydqRw4cCBvvvkmq1atYvXq1bRs2ZK2bdtSVFTE6NGjWbFiBVu3buWLL74gLS2Nfv36oWkaVlZWFBUVkZ+fj4WFBTqdDjMzM3Jzcw2vGxUVRYcOHSo97rL+77xWaIpYvHixNmLECMPfk5KSNECLjY01/OzChQsaoKWkpNTotVQ57HPnztXp/i9fvqwBGkNCNUZv1Bi9UfMY+o4WrXfTPIa+o9F3fqnlpf4MCdUA7fLly3XaWtfn4kFp0DQ1OlRo0DQ1OlRo0DQ1OlRo0DQ1OlRo0DQ1OqThHhU6ymtITk7Wbt26Ven2qamp2s2bN2vcUVhYWON9PAwNmlb7HR06dNDs7Ow0MzMzrUGDBpqdnZ0WEhKiaZqmPfPMM9rixYsN6/bt21fbuHFjiYa+fftqffv2rdUmY9XGucjLy9OmTJmi6fV6zdPTUwsPD6/S9itWrNCmTZtWpW0OHTqktWnTRrOxsdFGjBihpaamlloOaIcOHSrx86tXr2p9+vTRrK2ttUceeUQ7c+aMYVlSUpI2YsQIzcbGRmvTpo12+PDhUq9bUFCgjR49WnNyctLmzJlTYtnzzz+vvf322+U2x8fHa0lJSRUeV03GRLr/vwOTCw4O5tdffy1xi95mzZqxZs0aRo0aBdy9Fe6sWbNqfEcpnU6HIoddp+Li4vD29oYhoWB39zunHtnJRBxeSf++r3Az4w4cfrPE8lIyE+HAXC5fvmyYiRRCCCHEgyUlJYWcnBzc3NwqXC8tLY3MzEzc3d3vU5kQ91dCQgJdunThwoULRj/mQzW5ubm0atWKX375hcaNG5e5TkJCApaWlhV+7LYmYyKTfyeyoKCAnJwcCgoKKCoqIicnh7y8PACmTJlCSEgIt2/f5vbt2yxfvpznn3/exMVCCCGEEEKIB5Grqyvjxo1jw4YNpk6ptvXr1zNhwoRyB5D3g8kHkcuWLcPGxoaQkBD27duHjY0NgwYNAmDRokX06NEDPz8//Pz86NmzJwsWLKj2a4WFhREQEFBL5TVX/N0zoca5UKEB1OhQoQHU6FChAdToUKEB1OhQoQHU6JCGe1ToUKEBjP9e3MPeAGp0qNAAanQUFRWxYsUKpk+fbvKO6nrppZdYsWJFLdZUnckHkcHBwWiaVuJP8bNrLC0tef/990lOTiY5OZm1a9diYVH9ewEFBQUp9VycqjwY9WGnwrlQoQHU6FChAdToUKEB1OhQoQHU6FChAdTokIZ7VOhQoUEI8fAz+SBSCCGEEEIIIcSDQwaRQgghhBBCPCQiIyMf6pshxsTEMHjwYJycnKp9nK+88goffvih0etHRkbi6+uLnZ0dTz75pFHPmczPz2fSpEm4ubnh7OzM0KFDS9wcNDU1lZEjR2JnZ4evry/ff/89ANnZ2YwcORI3N7dSjygstm7dOl599VWj++uCDCKFEEIIIYQQDwQLCwvGjh3LO++8U63t4+Pj2bFjB1OmTDFq/aysLAIDA1m0aBHx8fEUFhaycOHCSrcrLCzE19eXkydPcufOHdq2bUtQUJBh+YIFCygqKiI+Pp5FixYRGBhIdnY2W7ZsoVu3bly5coXjx48TGxtbat/PPfccW7du5c6dO0Yfd22rV4NI1W6sI4QQQgghxJ9FRUXRo0cPHB0d6dGjB1FRUYZlAQEBhIWFGf7u5eVluOeHk5MTQ4YM4erVq+j1evR6Pfv37y+x78mTJzN58uT7cRh1olWrVgQFBdGyZctqbb9582aGDRtm9OM9Dh06hJOTExMnTkSv1/PKK6+wY8eOSreztrbmtddew8PDAwsLC6ZMmcKJEycMy3ft2sW8efPQ6/VMnDgRBwcHDh06hKZpmJndHaIV3y8GIDEx0bBtgwYNGDJkCFu2bKnKodeqejWIVO3GOkIIIYQQQvyRpmmMHTuW0aNHk5iYyFNPPcXYsWONep5fSkoKBw4coHnz5mRkZJCRkcGwYcNKrHP16tUaP3P9QfbVV1/Rt29fo9ePiYnB39+fw4cPM3HiRPz9/blz5w7JyclVet3jx4/TsWNHAJKSkkhMTMTX15eBAwdy4cIF/Pz8iImJYdKkSfz44480b96cbt26UVRUxEsvvcTrr79e4o6uAQEBfPnll1VqqE31ahCpGl9fX1MnKEOFc6FCA6jRoUIDqNGhQgOo0aFCA6jRoUIDqNEhDfeo0KFCg6iZS5cuERsby//8z/9gaWnJjBkzuHDhAnFxcbWy/8jIyHo9qXL69Gl8fHyMXj8zMxN7e3sSEhKIiorCwcEBgIyMDKP3ER8fz+uvv84bb7xh2Cfcna2MiooiOTkZBwcHMjIysLW1Ze/evezdu5fLly+zYcMGXnvtNdatW2eYoQTw8/Pj1KlTRjfUNhlEmlDbtm1NnaAMFc6FCg2gRocKDaBGhwoNoEaHCg2gRocKDaBGhzTco0KHCg1AiX/s1ucGqHpHQkICLi4uWFpaAmBlZYWLiwvx8fH3raGuqNCRmpqKvb290evb2dmRkZFBYGAgv/zyi+GmOnq93qjts7KyGD58OHPmzDF8rc7Ozg6AgoICbt68Sbdu3UhPT0ev15OSksK4ceOIiIhg9erVxMfH07lzZ4KDg0vs197enpSUFKOPo7aZ/p0UQgghhBBCAODq6kpSUhL5+fnA3bt8JiUl4erqCtydvSooKDCsn5aWVmJ7FQZqKnNycjLq7qrFfHx8OHv2rOHvZ8+epXHjxjg7O1e6bUFBAYGBgfTq1YsZM2YYfu7i4kKjRo1K7dfX1xdHR0c2btzI/PnzOX78ODY2Nly5coUTJ05w8eJFw/rp6ek4OTkZfRy1Ta4yE4qOjjZ1gjJUOBcqNIAaHSo0gBodKjSAGh0qNIAaHSo0gBod0nCPCh0qNAAlvrtVnxug6h0tW7akZcuWvPfee+Tn57NmzRpatWqFt7c3AK1bt+b//u//AIiIiCj13Tw3Nzfi4+NL3Lnzjw0TJkxgwoQJ1T2cGqmN90TTNHJycsjLyzP8d/GA2xjt27cnJibG6PX79+9PcnIy27dvJzMzk9DQUMaMGVNinWPHjtG6dWuOHTtW4ufPP/88Tk5OrFq1qtR+R48ezcqVK8nMzGT79u2kpaXRr18/dDod1tbWwN07vFpaWmJubo65uXmJ4zx37hwdOnQw+jhqW70aRKp2d9aqXMAPOxXOhQoNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KNChwoNomZ0Oh07duwgPDycRo0a8dlnn7Fjxw50Oh0A//jHPzh69Cg9evTg22+/pXnz5iW29/Hx4dlnn6Vdu3Z4enry9ddfl1h+48YNbty4cd+Op7ZduXIFGxsbHnvsMa5evYqNjQ1Tp041evvBgwdz+PBho9e3tbUlPDyc4OBgGjduDEBISEiJdbKzs7l48SLZ2dklOjdt2sTu3buxt7c33C23+KZGy5cvB6Bx48YEBwcTHh6OjY1Nif0OGjSIW7du0bhxY3x8fEp8XD0yMpLHH3/c6OOobRYme2UTCAoKIigoyPB/hEIIIYQQQqimffv2/PTTT2Uua9WqFadPnzb8vXgw8kfvv/8+77//vuHvf5wBfNBvquPl5WXUnWrLM3nyZLp160Zubq7Rj/kICAjg/PnzFS7/c1OLFi0q7HR0dGTPnj0Vvq65uTnh4eGlfp6bm8uBAwfKfO/vl3o1EymEEEIIIYSov1xdXRk3bhwbNmwwdUq1rV+/ngkTJhhmRk2hXs1ECiGEEEIIIeq3FStWmDqhRl566SVTJ8hMpBBCCCGEEEII48kgUgghhBBCCCGE0WQQaUK+vr6mTlCGCudChQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQxruUaFDhQYhxMOvXg0iVXvExx9v01vfqXAuVGgANTpUaAA1OlRoADU6VGgANTpUaAA1OqThHhU6atpgZmZGfn4+GRkZFBYW1mg/pqZCA6jRoUIDqNGhQgPUXUdRURGZmZnk5ubW6bHWqxvryCM+hBBCCCHKZ2trS25uLsnJyfz+++/odDr5d5MQDwhN09A0DTMzM2xsbNDr9XX2WvVqEKma6OhoJX5rqQIVzoUKDap0qNCgSocKDap0qNCgSocKDap0SINaHTVtMDMzo2HDhri4uJCXl0dRUVGJZwwaKz8/H0tLy2p31AYVGlTpUKFBlQ4VGuqqw8zMDDMzM6ysrOr8lz8yiDShmJgYk/8/G1WocC5UaFClQ4UGVTpUaFClQ4UGVTpUaFClQxrU6qitBp1OZ/SD2MuSkZGBnZ1djTtqQoUGVTpUaFClQ4UGlTqqS40PBQshhBBCCCGEeCDIIFIIIYQQQgghhNFkECmEEEIIIYQQwmjynUghhBBCCGGgaRrZ2dnk5ORQVFSEpmlV3kd+fj7Z2dl1UPdgNajSoUKDKh0qNNRVh06nw8zMDGtra6ytreURH7UlLCyMsLAwU2cIIYQQQigpPz+f27dvo2kaDRo0wMLColr/EDUzMzP5o0FUaFClQ4UGVTpUaKirDk3TKCgoIDExEYAmTZrU6AZZFalXg0jVnhPp6+tr6gRlqHAuVGgANTpUaAA1OlRoADU6VGgANTpUaAA1OqThHhU6atqQnZ2NTqejadOmNZrFKCoqMvlD3VVoUKVDhQZVOlRoqOuOoqIi4uPjycrKqrNBpOnPYD1m6tuAq0SFc6FCA6jRoUIDqNGhQgOo0aFCA6jRoUIDqNEhDfeo0FEbDebm5jX+x60K/0hXoQHU6FChAdToqElDUlISCQkJJu8wZt/m5uZ1tn+QQaQQQgghhBBCVOqpp56iZcuWps5QggwiTSg6OtrUCcpQ4Vyo0ABqdKjQAGp0qNAAanSo0ABqdKjQAGp0SMM9KnSo0AB3P05naio0QPU6rK2t0el06HQ6Vq1aZZKGqli1ahU6nY7IyMgqdZw4cQKdTkdwcHDdxVXSUBt27dqFTqcr894r5R1jVTqGDRumzNfxiskg0oRiYmJMnaAMFc6FCg2gRocKDaBGhwoNoEaHCg2gRocKDaBGhzTco0KHCg2i5t566y2mTZtm6gzxJ5GRkWRkZJg6QwkyiBRCCCGEEKICERERdOzYEWtra9zd3Zk9e7ZhWWhoKK1atcLa2ppmzZqxaNEi4O6Aw9ramsDAQLy9vZk3bx7Ozs4sWbIEgICAAPR6PQsXLkSv19O7d29u3rwJwMyZMxkzZky5PatXr6ZVq1Y4OTkxYsQIw3YA7733Hi1atMDa2po2bdqwbds2o45Rp9MxaNAg/va3v+Hg4GDoBIiPj+epp57CyckJHx8fNm3aBEBcXBw6nY65c+cC0K9fP6NnFr28vOjatSsAS5YsQafTERAQYFhefH6WLVuGk5MTzs7OnDhxgpSUFIYPH06jRo2ws7Pj0UcfNcyAFvdMmDCBRx55BGdnZz755BPDPiMiInjkkUdKvY9hYWG0bNmSnj170rFjR/7+97/j7OzM+vXrAVi7dq1hZliv15c6b4GBgQBMmTIFnU5HUFCQUcdY3vuYn5/P1KlTcXR0ZOjQoeTk5JQ6f4mJiURHR5Oamlrpua4LMogUQgghhBCiApMnTyYhIYEFCxbw9NNPc+nSJcOyr7/+mk6dOjF//nyaNWvGsmXLOHjwIAC5ubmYmZlx7do19u3bh7+/P//6178M22ZlZXHkyBECAwM5cuQI8+fPr7Rl27ZtzJo1C39/f15++WUOHz7M+PHjAYiNjWXGjBm4urqyaNEi/vrXvxIbG2v0cR46dIiOHTvi5OTEG2+8QXJyMgDjx49n//79PP/88zg7OxMUFMSRI0dwcXEhNDSUYcOGATBt2jRCQ0MZNGhQpa+1cOFCZsyYAcDAgQMJDQ1l+vTpJdbJyspi/fr1/Pd//zdPPfUUubm5pKSkcPz4ccaMGcPs2bO5ePEiEyZMKLHdF198wZAhQ9A0jXnz5hl+XtH7ePnyZby8vDh16hQnT57E3d2dDRs2ANCrVy9CQ0PL/D5kaGgokydPBmDMmDGEhoYyduzYSo+xovdx69atfPLJJ3Tq1AlXV1ciIiJKve7atWvx8/Nj9+7dlZ7rulCvHvHxsElKSiItLa3c5devX7+PNUIIIYQQDydN03BwcKBPnz707NkTKysrw7Lw8HD0ej0JCQm0a9eO0aNH89tvvxlmoN58802OHTvGqFGj8PLyKjFQ0jSNHTt24O7uzg8//MC3335baUtYWBgODg6sXr0aCwsLkpKS+OCDD7h+/TqapgHg4eHB8OHDadeuHTqdzujv33Xp0oW3334bS0tLVqxYwdWrV8nKyiIiIoJnn32WVatWce3aNZo3b86mTZv4+OOPmTNnDgD79+9nzJgxJWbaKjJ16lROnDjBu+++S8+ePQ37+SNN0/jmm29o3bq14We5ublcvHiRwsJCkpKSuHDhAjt27ODOnTuGdZ544gmWL1/OpUuX2LlzJ6mpqTg6Olb4PgJs2rSJTz/9lGeffZa4uDh27twJQKdOnejUqRP79+8nPj6+xDZz5sxh165dbN68mcGDBxtmISs7xk2bNpX7PhZfB8XXxo8//sj58+eNOq/3S72aiQwLCzP6wlZdUlISXt6t8Pb2LvdP7969TZ0phBBCCPHA2759Oy4uLgwYMICGDRuyePFiAAoKCpg5cya2trZ4enoyevRo4O4MWjEzMzPDIxfMzc3Jz883LLOyssLd3R24+9HH4ofEV+T69eukpaXRpk0bvL29+eCDDwC4evUqbdq0Yd26dZw7d44OHTrQrFkz9uzZY/RxNmzYELh7Yx+4+7HK4kmJVq1aAdCsWTMsLS25ceOG0futLhsbmxIDSIDz58/TrVs3HBwc8PLyYseOHUDJc17WcUD572MxS0tLgDLfq9p248aNct/HxMTEEtdGixYtSm0fHByMpmklBq33U72aiQwKCiIoKEi5uxtVR1paGulpKRAwH2xcyl4p6RIc++D+hgkhhBBCPGT69OnD0aNHSU5OZsaMGSxdupRx48Zx+fJlNm/ezGOPPcYzzzzDhQsXWLx4sWFGsDJ5eXncvHkTDw8Prly5QqNGjQzLimfJsrOzS2zTtGlT4uPjDR+1LObj44OmaUyfPp3p06dz+fJlRowYwbRp0xg+fHi1j71p06YAho9+Xrt2jfz8fDw8PAzrFD/zsKp3Pq1su7Kepbhs2TKioqJ444038PPzY+3atURGRhp1zvv06cMPP/xAampqifexPMa+jxUdR3nLKnofGzVqVOra+LPExEQSExNxd3fH0dHRqM7aVK8Gkarx9fWt+U5sXMCuUdnLspJqvv/7pFbOxUPQAGp0qNAAanSo0ABqdKjQAGp0qNAAanRIwz0qdKjQ8DDq0aMHjz76KE2bNuXs2bPA3RuqFM9cpaamEhsbS3h4eJX3PW7cOFq2bMn58+cN360D8Pb2RqfTsX79eiwsLHBzc2PKlClMnDiR7777jrCwMLp160ZCQgLffvstZ86cITY2lsDAQAYOHIidnR0JCQk1njzx9PQkICCALVu24OzszJEjRwCYNGmSYZ3iAeXatWu5evWq4eOflSmeafv888/x8vLCw8ODwYMHV7hN8Tm/efMmqampHDt2zOhj6dGjB507d8bT07PE+1iZjz/+mNTUVMMAuvixK8UfTy0+/k2bNqHT6WjTpg29evWq8BjHjx9f7vvYv39/tm/fbrg2Lly4UKpp7dq1LFmyhI0bN5pkNrJefZxVNW3btjV1gjJUOBcqNIAaHSo0gBodKjSAGh0qNIAaHSo0gBod0nCPCh0qNEDZM0gPckOXLl3Yu3cvS5Ys4datW4SEhODr68uAAQN4+eWXiY6OZt26dYYbqhjbYWdnR8+ePQkPD6d3794sX77csMzd3Z2lS5eSnp7OggULWLFiBQDPPPMMq1ev5ty5cyxdupTw8HDD9y+dnZ3x8PBgw4YNLF++HBcXFz7++OMan4vt27czZMgQ/vWvf5GYmMj69evp27evYfnw4cMZOnQo3377LVOmTCn3I7R/7nB3d+fVV18lISGB559/nrfeeqvSluDgYHr06MHGjRs5ceIETz75pNHH0aVLF/bt21fqfaxMSEgIc+fO5dKlS+Tl5TF37lzDHWkBunfvzuTJkzl16hTPPvtsiTvClneMU6ZMKfd9nDRpEs888wwnT57k1q1b9OvXz+hjvF90mrHztA8RnU5n9PS0quLi4vD29oYhoeXPRN45D4ffLLGOR3YyEYdX0r/vK9zMuFNqeSmZiXBgruGOVUIIIYR48KSkpJCTk4Obm1uF66WlpZGZmWmYPRF1JyAggBMnTshzB0WdSEhIwNLSEmdn53LXqcmYyPS/JqrHoqOjTZ2gDBXOhQoNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KNChwoNUPXvxj2sDaBGhwoNoEaHCg2gTkd1VXkQ6efnx1tvvcW1a9fqoqdeiYmJMXWCMlQ4Fyo0gBodKjSAGh0qNIAaHSo0gBodKjSAGh3ScI8KHSo0CCEeflUeRC5dupTjx4/Ttm1b+vfvz8aNG2UaXgghhBBCiCqIjIyUf0OLB1aVB5GBgYF89tln3Lp1i8mTJ7Nz506aNm3K008/zd69eyksLKyLTiGEEEIIIYQQCqj2dyIdHBwYNmwYw4YNo2nTpnz77bfMnTuXZs2a8b//+7+12SiEEEIIIYQQQhFVHkRmZWWxfft2Hn/8cVq0aMHBgwdZsmQJt2/fJiYmhnXr1vHyyy/XRasQQgghhBBCCBOr8iDS1dWVt99+m0GDBhEXF8fevXsJDAzEysoKgJEjR+Lg4FDroUIIIYQQQjxMgoODq/Wg+MjIyCo/em327Nno9XrMzMyIjIys8muqIjExkREjRuDq6opOp6vWPtatW8err75q9Poff/wxnTt3xsLCguDgYKO3S01NZeTIkdjZ2eHr68v3339vWJafn89zzz2Hvb09zZs3Z9euXQBomsbzzz9PkyZNePHFF8t8BMeXX35Z5jNJ76cqDyJ/+uknfv75Z2bOnEnjxo3LXOe3336rcVh9YMzDTesLFc6FCg2gRocKDaBGhwoNoEaHCg2gRocKDaBGhzTco0KHCg1CTW+//TYZGRk0b97c1Ck1otPpePzxx9m4cWO1ts/Ly+PNN9/kH//4h9HbNGnShDfeeIMRI0ZU6bXmz59PUVER8fHxLFq0iMDAQLKzswFYs2YNp06d4urVq4SFhTFlyhRu3rzJN998g7m5OTdu3ADgu+++K7Xfxx9/nKioKE6dOlWlntpU5UGkr68vOTk5JX6Wk5NDfn5+rUXVlbCwMAICAkydYdC2bVtTJyhDhXOhQgOo0aFCA6jRoUIDqNGhQgOo0aFCA6jRIQ33qNChQgOAmZnpH0WuQgOU3XH06FH0ej3Lly9n27Zt6PV69Ho9qampAFy/fp3HHnsMJycnOnTowH/+8x/Dtk5OTgwZMoSrV68attu/fz8Ax44do3v37jg6OuLt7c3y5cvRNM3oc7F27do6vYZq4z1p2LAhL774In/5y1+qtf3evXtp3749TZo0MXqb4cOHM3ToUOzt7av0WuHh4cybNw+9Xs/EiRNxcHDg0KFDAOzatYuZM2fi7OxM//796d69O3v27Cn3/UpKSioxKzl27Fg++eSTKvXUpiq/k6NGjTJcqMUOHDjAU089VWtRdSUoKOiBnr4XQgghhBAPvh49epCRkcGCBQuYMGECGRkZZGRk4OjoCMCLL76In58fCQkJLFy4kFGjRpGVlQVASkoKBw4coHnz5obthg0bBtz9iOQbb7zBnTt3iIiIYM2aNXz55ZdGdyUmJj70zxo9cOAAffv2rfPXSUpKIjExEV9fXwYOHMiFCxfw8/MznN+YmBj8/f0ZN24cR44cwd/fn5iYGAYNGkRubi4eHh4A+Pj4MHfuXGbNmkV6erph/wEBAVV6b2tblQeRR44cKTWVO3ToUI4cOVJrUfVFdHS0qROUocK5UKEB1OhQoQHU6FChAdToUKEB1OhQoQHU6JCGe1ToUKEBoKioyNQJSjRA1Tvy8/P56quvmDNnDlZWVowZMwa9Xs+xY8cq3bZXr14MGjQIKysrvL29CQgI4NSpU0Y3BAcHl/kdvNqiwnty+vRpfHx86vx1MjMzAbC2tiYqKork5GQcHFDj/NwAACAASURBVBwMzwbNzMzE3t6es2fPEh8fb1im0+nYsGEDhw8fxszMjJUrV/LCCy8QFhZW4r4zfn5+XLx40fDLhfutyoNIOzs7w0kplp6ejp2dXa1F1RcP+296qkKFc6FCA6jRoUIDqNGhQgOo0aFCA6jRoUIDqNEhDfeo0KFCg6iZxMREioqKSnzc0s3Njfj4+Eq3jYmJYciQIbi6uuLk5MSePXvIy8ury9wHTmpqapU/llodxWOjgoICbt68Sbdu3UhPT0ev1xuWZ2Rk8NtvvzFq1CjDsqKiIqZMmcKWLVtYvHgxDg4O9OrVixdeeKHE/ouPISUlpc6PpSxVHkQOGTKEqVOnkpCQAMCtW7d44YUXePzxx2s9TgghhBBCiIdVWd99a9SoEWZmZiUGjbdv38bV1bXC7QCmT59Op06duHbtGikpKQwbNqzUzKKZmVmdzjaqzsnJqcTHQuuKi4sLjRo14uzZs4afnT171nDzKx8fnzKXmZmZsW7dOpYvX05aWhqnT5/m2rVr6HQ6IiIiDOsXH4OTk1OdH0tZqjyIDA0NJScnBzc3N2xtbfH09CQvL4+VK1fWRZ8QQgghhBAPJTc3N86dO0dhYaHhZ5aWlgwaNIhVq1aRn5/Pzp07SU9Pp3v37iW2i4+P586dOyX2l56eTqNGjWjQoAE//vgj33zzTanX9PLy4scffyyz57333qN169a1dHR1Jycnh9zcXMN/V2W2tV27dlWesS8oKCAnJ4fCwkLDf//xo7k3btygdevWfP755yW2CwwMZOXKlWRmZrJ9+3bS0tLo16+fYdmaNWtISUkhMjKSY8eOMXLkSABsbGwAKCwsxNzcHDMzMywtLUsc57lz52jVqhW2trZVOpbaUuVBpKOjI/v27ePmzZscPnyYGzdusG/fPpONgoUQQgghhHgQPf3009jZ2dG0aVM8PT1JS0sD4KOPPiIqKorGjRuzbNkywsPDS3x1zMfHh2effZZ27drh6enJ119/Ddyd7Pnoo4+wt7dn5cqVPPbYY6VeMyQkhI0bN2JnZ8fChQtLLEtKSuLixYt1eMS1w8bGxnAXWRsbGwYNGmT0toMHD+bw4cNVer1ly5ZhY2PD1q1bCQkJwcbGptQzHy9evGh4/4q9+eabADRu3Jjg4GDCw8MNA8SZM2fSrl07mjVrxqRJk9iwYYPhZjrF/Pz8aNGiBY0bNyYpKanEcUZGRpr0k6AW1d3Qzc0NNze32mwRQgghhBCi3nBycirxEcVizZs3L3MW8Y/ef/993n///RI/CwgI4Pz586XW/eOsWY8ePYiNjS1zn8HBwQQHBxtRblo1+TjuiBEjmDt3LvHx8UY/5qOy8+Ll5VVmk6OjI3v27ClzG0tLSzZs2MCGDRsqfO13332Xd999t9TPd+zYwbZt2yoOr0NVHkQWFRWxf/9+YmJiDA/LLPb666/XWpgQQgghhBBC1CYrKyvmz5/PO++8w4oVK0ydUy1ffvkl/v7+dOjQwWQNVR5Ejhs3joiICLp27UqDBg0MP9fpdLUaVh8Uf7FWqHEuVGgANTpUaAA1OlRoADU6VGgANTpUaAA1OqThHhU6VGgQQnXTp083dUKNPP744ya/qWmVB5EHDhwgJiYGd3f3uuipV4o/yy3UOBcqNIAaHSo0gBodKjSAGh0qNIAaHSo0gBod0nCPCh0qNED5dw+tbw2gRocKDaBGhwoNoE5HdVW53t/f/4E/aCGEEEIIIYQQ1VPl0eB//dd/ERAQQHBwMO+9916JP6JqoqOjTZ2gDBXOhQoNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KNChwoNUPJGLuUJCAggLCyswnWmTZvG8uX/j707j4uq3v84/h42BUEBd0TFUMF9VzQN0EzLq5m7kUpeM6/pL7XctbBSS8trpi03F7qmWWqKW2m5VdcU9wUvuCLiBgrIqgLz/f3BnQEUdRhm5nyM9/Px8JEyy3nNOV8mvpxl5hT6Wv/+/eHq6gqdTofY2NgSNdiCtToe9/of17Bnzx74+PhYNsqMDnP88MMPqFWrFtzc3DBixAjk5OQUq+HUqVPo0KGDyY+5ffs2evfujXLlysHPz6/QlVkfZ+rUqfDw8EDVqlWxePHiQh2LFi1C1apV4enpWehKuV999RW8vLzQpUuXBz7GBQASExPRsGFD48ecaKHYk8jjx4+jWrVq2Lt3LzZs2GD887ArD9HDFfczav7KJKwLCQ2AjA4JDYCMDgkNgIwOCQ2AjA4JDYCMDjbkk9AhocGSvvzyS0ybNq3Q19auXYv09HSNikhr8fHxGD58OMLDwxEXF4fjx48Xe2fWO++8g7ffftvk+0+dOhV6vR43btzAzJkz0b9//wcuMFqUH374Ad999x1OnjyJnTt3YubMmTh8+DAAIDIyEu+++y527tyJEydOYNWqVfjxxx+RkZGB5cuX48yZMxg+fHiRV2atXLkyOnfujK+//tr0F21hxZ5E7t69u8g/RV2emIiIiIhKJ29v7wf2jN69exdly5ZFWloaACAqKgpNmzZFhQoVMGvWLOP9fv31V7i6usLR0bHYHzmxevVqNGjQAJUqVcKgQYMe+Oy+h8nIyMDo0aNRo0YNVKpUCWPHjjXe9ttvv6Fp06Zwd3dHt27dEB8fb7zNx8cHs2bNgq+vLypWrIilS5cabwsKCsKkSZOKfI05OTmYNm0aatWqherVqyMsLKzQx0QcPXoUzzzzDNzd3eHn54effvoJANCzZ0+4uroCABo1agRXV1dMnjy50Lpr0aIFPDw80L17d1y7dq3QujEsb/369Q+sg8jISPj7+yMyMtKkdaaFiIgItG/fHp07d4aHhwfefPNNrFmzxuTHX716Fb/99hv+9re/mfyYtWvXYvLkyXB1dcUrr7yC8uXLY/fu3SY97rXXXoO3tzcaN26Mvn374vvvvwcArFu3Dv369TN+1ueIESOMr0On00Gn0xUaD9nZ2YXG8uDBg/Gvf/3L5NdgaWad3KiUwokTJ/Dzzz8DyPsmyM3NtWgYERERET252rVrZ9zrYnDy5EnUq1cPbm5uAIBdu3Zh79692LVrFz744AMkJCQAAJ599lmkp6cjJCSkWMvct28fxo4di9WrV+Pq1atwcXHBjBkzTHrsuHHjEBcXhxMnTiAuLg4dO3YEAGRmZqJfv3545513kJCQgPr16+P1118v9NjIyEicOnUKS5cuxcSJEwsdtrl79+4iX+O8efOwc+dOHDp0CCdPnsTGjRuxYcMGAHmHT3br1g3Dhg1DYmIitm/fjrJlywIANm/ebNwTGxUVhfT0dONHVVy8eBEvvfQS5s2bh8TERLRr187YeuXKFYwcORLr1q1DTEzMA9vG8FpjYmKQmZlp8jq3tZiYGDRs2BDfffcdJk6ciIYNGxZrD/wvv/yCNm3awMnJyaT7JyUl4ebNm/Dz80PXrl1x9uxZNGjQwKRlGlonTJiAH374oVCr4bZPPvkECxcuNN5Wrlw5DB06FHXr1sWyZcswYsQILFy4EIMHDy50+HK7du1w7ty5Qr/QsKViTyJjYmLQqFEjBAYGol+/fgDydtUOGzbM4nFERERE9GQyTCKzsrJQsWJFnD17FocPH0ZAQIDxPiEhIfDw8ECrVq1QuXJlXLhwoUTLXLFiBYYPH44WLVrAyckJ//d//2fSKVd6vR4rV67EJ598gooVK8LFxQUDBw4EAPz5558oX748+vXrBycnJ0ycOBHbt28vdB7e3//+dzg7O6NHjx5ISUkxThQB4OWXXy7yNa5YsQLvvPMOqlSpgkqVKiE0NNTYumXLFvj6+uLvf/87HB0d4ePjg+Dg4Me+jtWrV6N79+7o2rUrHBwcMH78eGzduhXZ2dnYvn072rdvj7Zt26J8+fJFfsxFUFAQlFIICgp67LK0kpGRATc3N1y5cgVnz55F+fLli3V486lTp1C/fv1iLQ8AypYti6ioKCQnJ5u8TEPr2bNnceXKlUKPy8zMhJubG2JjY3Hx4sVCt40ePRonT55EYGAgpk+fjmbNmmHdunWFPhfSwcEBdevWxYkTJ0x+LZZU7EnkyJEjMW7cOCQnJ8PR0RFA3meVmLJLV2vh4eGivymIiIiI/ioCAgJw+PBh7Nu3DzVr1sTOnTsfmER6enoa/+7k5IQ7d+6UaJnx8fFYsmQJ3N3d4enpicDAQNy6deuxj0tMTMTdu3eLvNBMQkICqlatavx3tWrVkJubi5s3bz7wOgx7twq+Dg8PD+PfC77G+Ph4DB48GO7u7nB3d8fMmTONF1GJj48366I38fHx2Lx5s/E5fXx84OjoiBs3biAhIQFVqlQx3rfga3qSlCtXDunp6Xj77bexceNGpKWlGQ/vNcXt27eNe8JNXR6Qd+Tl1atX0bZtW5OXaWjdvHkzxo8fX+hxLi4uSE9Px2effYZPP/200G3z5s3DlClT8NJLL6Fv374YOnQogoKCCo05AHBzc0NKSorJr8WSij2JPHHiBF577TUAecfrAkCFChVE7/Y2CA0NxZ49e7TOICIiIvrLa926tfGCInPmzMGePXsemESWxP3njAF552G+9957SElJQVJSEm7fvm3ck/QolStXRpkyZYq82mmVKlVw48YN47+vX78OOzs7VKpUqUT93t7e2LVrF1JSUpCSkoK0tDTjeY/e3t6PvfKq4efw+59zxIgRxudMSUnBnTt34O3tjSpVqhTaQ1rwNT1J6tevj9OnTxv/ffr0afj5+Zn8eHd3d+M5uabw9PREpUqVzFrmo1ofddvYsWOxdOlSNGvWDHPnzsWxY8fw2muvPXABobS0NLi7u5v8Wiyp2JNIHx8f/P7774W+tn//fvj6+losqrQozoD/q5OwLiQ0ADI6JDQAMjokNAAyOiQ0ADI6JDQAMjrYkE9Ch4QGAxcXF9SuXRsbN25Et27dkJKSgri4ODRo0MAiz+/j44N9+/YV+tqwYcOwZMkSnDx5EgBw+fJlREREPPa57OzsEBISgokTJyIpKQlZWVlYt24dgLw9qikpKVi3bh2ys7Mxf/58dOvWDQ4ODiXqHzZsGGbOnIkbN25Ar9fjxIkT+M9//gMA6NGjB86dO4fw8HDk5OTg8uXLD+wIqVatGk6dOlXoa4MGDcLatWvxxx9/QCmFxMRE44VcunXrhv379yMyMhJpaWn48ssvH2g6cOAA6tatiwMHDpTotVnTiy++iH379mHPnj1ISUnBp59+ajz02BSNGzcu9lWM+/fvj3nz5iEjIwOrV69GamrqA4cXBwUFFbrAEQAMGDAAX3/9Na5cuYKoqCisX78eAwYMAAD069cP69atQ1RUFK5cuYKlS5caX4ezs7PxOZRSsLe3h5OTE+7du2f8ek5ODs6dO1foEFdbKvYkctasWXjhhRcwcuRI3L17FzNnzkTfvn2LfeUsAvz9/bVOEEPCupDQAMjokNAAyOiQ0ADI6JDQAMjokNAAyOhgQz4JHRIagLxJGZB3XqS/vz/s7e3RsmVLNG/e3HjboxiuQLpq1SrMmTMHrq6uGDVqVKH7/POf/8SkSZPg6upqvEplx44dMWfOHAwaNAgVKlRAcHAwzp8/b1LzwoUL4eXlhUaNGqFGjRrGTx4oV64c1q1bh1mzZqFy5cqIjo4ucgL2uHVxv8mTJ6NVq1Zo164d3N3dMXz4cOM5ce7u7vj555+xbNkyVKxYEYGBgQ/sUZ0zZw5GjRqFGjVqGH8O9/X1xbfffotx48ahQoUKaNmyJQ4fPgw7OzvUqFEDX331Ffr164f69esjMDDwgaasrCycP3/epI+vMIcp2/5xatasieXLl2PIkCGoWbMmmjZtijfffNPkx3fr1g2HDh0qNCF7nLlz5wLI22MdFhaGtWvXFproAUBsbOwDe3cHDBiAgQMHonHjxggODsZ7772H1q1bAwDat2+Pd999F8HBwWjcuDEGDx6Mvn37PrDs8ePHo379+pg3b16h12mY8Ht7e5v8OixJp+4/DsAEhw4dwrJlyxAXF4eaNWti+PDhaNu2rTX6rKKowx+eNLGxsahTpw7w/Hyg3EMOp0g8A+ydW+g+XlnJ2LV3HjoHTsLV9MQHbn9Axk3gp4m4ePGizT+QloiIiCzDcFhjtWrVHnm/1NRUZGRkoHr16jYqI7K9vn37IiQkBH369NE6xWxvvPEGGjRogDFjxhR5e0JCAhwdHQudk3u/ksyJzPp1QOvWrfHFF19g69at+PLLL5+oCaQk9392UmkmYV1IaABkdEhoAGR0SGgAZHRIaABkdEhoAGR0sCGfhA4JDQAKfcRFaW4AZHRIaABkdOj1esyaNQuffPKJ5h3munnzJnbv3m28To0Wij2JfO+99x76h4qnuMdj/5VJWBcSGgAZHRIaABkdEhoAGR0SGgAZHRIaABkdbMgnoUNCA5F0jRs3Np5/+iQyXOinTJkymjUU+4zgo0ePFvp3amoq9u/fj2eeecZiUURERERERCRTsSeRGzZseOBrsbGxmDNnjkWCiIiIiIiISK6SXyIJeZdYPnLkiCWeioiIiIg0pJR64i9ASFTaWft7uNh7Iu//kMucnBz8+eefFrlkLxERERFpx8nJCdnZ2bh69SpcXFxgb28PnU5X5AfbP4per9f8Z0MJDVI6JDRI6ZDQYI0Owy9/cnNzkZWVhezsbLi5uVns+e9X4sNZy5YtCz8/P82vcEREREREJVO2bFl4eXkhMzMTd+7cQW5urll7NHJzc2Fvb2+FwierQUqHhAYpHRIarNWh0+lgZ2cHFxcXuLi4wNHR0aLPX1CxJ5G7d++2Rkep5Ofnp3WCGBLWhYQGQEaHhAZARoeEBkBGh4QGQEaHhAZARgcb8knosESDo6MjKlSogAoVKpj9HHfv3tX0ypFSGqR0SGiQ0iGhQVKHubTfl1uK+fv7a50ghoR1IaEBkNEhoQGQ0SGhAZDRIaEBkNEhoQGQ0cGGfBI6JDQAEPHDsYQGQEaHhAZARoeEBkBOh7mKvSfSzs7ukcfFK6Wg0+mQm5tbojAiIiIiIiKSp9h7IidOnIigoCBs2LAB+/fvx4YNG9C5c2fMmjULR44cwdGjR3mlVhNFR0drnWCy+Ph4xMbGFvknKSmpxM8vYV1IaABkdEhoAGR0SGgAZHRIaABkdEhoAGR0sCGfhA4JDUDeoXpak9AAyOiQ0ADI6JDQAMjpMFexJ5HffvstNm/ejF69eqFNmzbo1asXNmzYgC+++ALNmjUz/qHHi4mJ0Trh8e5lAjo7dOrUCXXq1Cnyj08d3xJPJCWsCwkNgIwOCQ2AjA4JDYCMDgkNgIwOCQ2AjA425JPQIaEBALKzs7VOENEAyOiQ0ADI6JDQAMjpMFexD2e1t7fH2bNnC00UL1y4IOJSuWQFOXcApQeCpgLOng/enpWEtD1zkZqaCk/PIm4nIiIizdnb2+PevXtISUkp9NEd1qLX66HX6632/E9Kg5QOCQ1SOiQ0SOowV7EnkVOmTEHHjh3RvXt3VKtWDTdu3MDPP/+MDz/80Bp9JIWzJ1CuktYVREREZIZy5cohNzcXmZmZuH37ttWXd+/ePSQnJ1t9OdIbpHRIaJDSIaFBUoe5ij2JHD16NNq3b4+IiAjcuHEDDRs2xJQpU9CyZUtr9BERERFRCdnZ2cHd3R3u7u7Izc21+l6Q3bt3Izg42GrP/6Q0SOmQ0CClQ0KDpA5zFXsSCQAtWrRAixYtLN1CRERERFZmb29v9Q9bl/AZeBIapHRIaJDSIaFBUoe5zDqRcc2aNejTpw86deoEANi7dy+2bNli0TAiIiIiIiKSp9iTyPfffx8ffvghnnnmGZw4cQIA4OHhgffee8/icX91fn5+WieIIWFdSGgAZHRIaABkdEhoAGR0SGgAZHRIaABkdLAhn4QOCQ2AjA4JDYCMDgkNgIwOCQ2AnA5z6ZRSqjgPqFWrFg4dOoQqVarAw8MDycnJyM3NRcWKFZGSkmKtTovS6XQo5ssWJzY2FnXq1AGen//wC94kngH2zi10H6+sZOzaOw+dAyfhanriA7eb8hyFZNwEfpqIixcvwsfHxzIvjoiIiIiIrKokc6Ji74nMycmBq6urccEAkJGRYfyaLWVnZ+Ppp5+Gu7s71q1bZ/PlExERERERlTbFnkR2794dw4cPx9WrVwHkXZ52ypQpeP755y0e9zgODg5Yt24dxo0bZ/NlW0J0dLTWCWJIWBcSGgAZHRIaABkdEhoAGR0SGgAZHRIaABkdbMgnoUNCAyCjQ0IDIKNDQgMgo0NCAyCnw1zFnkQuWLAAGRkZ8Pb2RkpKClxdXXH58mXMnz/fGn2PpNPpUL16dZsv11JiYmK0ThBDwrqQ0ADI6JDQAMjokNAAyOiQ0ADI6JDQAMjoYEM+CR0SGgAZHRIaABkdEhoAGR0SGgA5HeYq9iTS3d0dmzdvxrVr13DgwAHExcVh8+bNcHd3Nytg8eLFaN26NcqUKYPevXsXui07OxtjxoyBp6cnPD09MXbsWOTk5Ji1HCIiIiIiIiq5Yk8ip02bhsOHD6Nq1apo06YNqlWrVqIALy8vzJgxA6+99toDt33wwQf4448/EBUVhaioKPz++++YM2dOiZZHRERERERE5iv2JHLx4sVo0qSJxQL69OmD3r17o1KlB6/8uXz5csyYMQPVq1dH9erVMX36dCxbtsxiyyYiIiIiIqLicSjuAzw9PZGVlQUnJydr9BglJycjPj4ezZs3N36tefPmiIuLw+3bt1GhQgUAwIABA3Do0CG4uroiMjIS8+bNe+C5wsLCMGvWrEJfi4iIKHK5fn5+8Pf3B5B3wuvDjle21P0MHeY8nyQ7duxA1apVzV4vQNHb5EnaHpa6n4Gtlytxexg6Svv2MNzv/m1SGreHpPtJ2B6G2yStF63ux+0h734Ft0lp3h6AjJ87JWyPgkr79ijYIWF7FFexPydyzZo12Lp1Kz7++GNUrVrVYiFhYWE4duwYNm7cCAC4fPkyatWqhcTERONeysTERFSpUgWXL1+Gt7e32cuS8jmRERERePHFF8167F/tcyJLsi4sRUKDlA4JDVI6JDRI6ZDQIKVDQoOUDjbI6pDQIKVDQoOUDgkNUjokNEjpKMmcqNh7Iv/xj38gMzMTq1evRrly5eDgkP8USUlJZkUUxfC5k7dv3zZOIm/fvg0AcHNzs9hytFRwL0dpJ2FdSGgAZHRIaABkdEhoAGR0SGgAZHRIaABkdLAhn4QOCQ2AjA4JDYCMDgkNgIwOCQ2AnA5zFXsSadhTaG0eHh7w9vbGsWPH4OvrCwA4duwYatasaTyU9Ukn8bBUrUhYFxIaABkdEhoAGR0SGgAZHRIaABkdEhoAGR1syCehQ0IDIKNDQgMgo0NCAyCjQ0IDIKfDXMWeRAYGBlo0ICcnx/hHr9fjzp07sLOzg5OTE1599VXMnj0bTz/9NABgzpw5GDFihEWXT0RERERERKYz6eqsM2fOLPLvlvDBBx/A2dkZs2fPxubNm+Hs7IznnnvOuKz27dujQYMGaNCgATp06IBp06aZvazw8HAEBQVZqLzkDBcwIRnrQkIDIKNDQgMgo0NCAyCjQ0IDIKNDQgMgo4MN+SR0SGgAZHRIaABkdEhoAGR0SGgA5HSYy6RJ5Kefflrk3y0hLCwMSqlCf/bs2QMAcHR0xJIlS5CcnIzk5GQsXry40DmYxRUaGmp8bgmscaWkJ5WEdSGhAZDRIaEBkNEhoQGQ0SGhAZDRIaEBkNHBhnwSOiQ0ADI6JDQAMjokNAAyOiQ0AHI6zGXSjMzDwwOrVq1CkyZNkJubi5MnTxZ5JZ+mTZtaPJCIiIiIiIjkMGkS+dlnn+Gtt95CbGws9Ho9mjVr9sB9dDodcnNzLR5IREREREREcph0OGuvXr1w9uxZZGdnw8XFBXq9/oE/nEASERERERH99Zk0iSyoYcOG1uiwCWkX1iEiIiIiInrSFHsSeeDAAWt02IS0C+sQERERERE9aYo9iSTL8fPz0zpBDAnrQkIDIKNDQgMgo0NCAyCjQ0IDIKNDQgMgo4MN+SR0SGgAZHRIaABkdEhoAGR0SGgA5HSYi5NIDfn7+2udIIaEdSGhAZDRIaEBkNEhoQGQ0SGhAZDRIaEBkNHBhnwSOiQ0ADI6JDQAMjokNAAyOiQ0AHI6zMVJJBEREREREZmMk0gNRUdHa50ghoR1IaEBkNEhoQGQ0SGhAZDRIaEBkNEhoQGQ0cGGfBI6JDQAMjokNAAyOiQ0ADI6JDQAcjrMVaomkdKuzhoTE6N1ghgS1oWEBkBGh4QGQEaHhAZARoeEBkBGh4QGQEYHG/JJ6JDQAMjokNAAyOiQ0ADI6JDQAMjpMFepmkTy6qxEREREREQlU6omkURERERERFQynEQSERERERGRyTiJJCIiIiIiIpNxEklEREREREQmK1WTSGlXZ/Xz89M6QQwJ60JCAyCjQ0IDIKNDQgMgo0NCAyCjQ0IDIKODDfkkdEhoAGR0SGgAZHRIaABkdEhoAOR0mEunlFJaR9iaTqfDk/6yY2NjUadOHeD5+UC5SkXfKfEMsHduoft4ZSVj19556Bw4CVfTEx+43ZTnKCTjJvDTRFy8eBE+Pj6WeXFERERERGRVJZkTlao9kURERERERFQynERqKDo6WusEMSSsCwkNgIwOCQ2AjA4JDYCMDgkNgIwOCQ2AjA425JPQIaEBkNEhoQGQ0SGhAZDRIaEBkNNhLk4iNRQTE6N1ghgS1oWEBkBGh4QGQEaHhAZARoeEBkBGh4QGQEYHG/JJ6JDQAMjokNAAyOiQ0ADI6JDQAMjpMBcnkURERERERGQyTiKJiIiIiIjIZA5aB9BfX1JSElJTUx95n7S0NBvVEBERERFRSZSqSWR4eDjCw8O1zihVkpKS4FPHF2mpKY+8n7NLObzwwgvw9PS0URkREREREZmjVE0iQ0NDlOHpXgAAIABJREFUERoaCp1Op3VKqZGampo3gQyaCjg/ZIKYlYSsPXORmprKSSQRERERkXClahIpjZ+fn9YJtuPsCZSrpHXFI0nZHhI6JDQAMjokNAAyOiQ0ADI6JDQAMjrYkE9Ch4QGQEaHhAZARoeEBkBGh4QGQE6HuXhhHQ35+/trnUAFSNkeEjokNAAyOiQ0ADI6JDQAMjokNAAyOtiQT0KHhAZARoeEBkBGh4QGQEaHhAZAToe5OIkkIiIiIiIik3ESqaHo6GitE6gAKdtDQoeEBkBGh4QGQEaHhAZARoeEBkBGBxvySeiQ0ADI6JDQAMjokNAAyOiQ0ADI6TAXJ5EaiomJ0TqBCpCyPSR0SGgAZHRIaABkdEhoAGR0SGgAZHSwIZ+EDgkNgIwOCQ2AjA4JDYCMDgkNgJwOc3ESSURERERERCbjJJKIiIiIiIhMxkkkERERERERmaxUTSLDw8MRFBSkdQYREREREdETq1RNIkNDQ7Fnzx6tM4iIiIiIiJ5YpWoSKY2fn5/WCVSAlO0hoUNCAyCjQ0IDIKNDQgMgo0NCAyCjgw35JHRIaABkdEhoAGR0SGgAZHRIaADkdJiLk0gN+fv7a51ABUjZHhI6JDQAMjokNAAyOiQ0ADI6JDQAMjrYkE9Ch4QGQEaHhAZARoeEBkBGh4QGQE6HuTiJJCIiIiIiIpNxEqmh6OhorROoACnbQ0KHhAZARoeEBkBGh4QGQEaHhAZARgcb8knokNAAyOiQ0ADI6JDQAMjokNAAyOkwFyeRGoqJidE6gQqQsj0kdEhoAGR0SGgAZHRIaABkdEhoAGR0sCGfhA4JDYCMDgkNgIwOCQ2AjA4JDYCcDnNxEklEREREREQm4ySSiIiIiIiITMZJJBEREREREZmMk0giIiIiIiIymYPWAUQkT1paGmJjYx95n/Lly8PT09M2QUREREQkRqmaRIaHhyM8PFzrDCM/Pz+tE6gAKdtD646kpCSM+scbyEhPfeT93Mq7I/bieatOJLVeF1IaABkdEhoAGR0SGgAZHWzIJ6FDQgMgo0NCAyCjQ0IDIKNDQgMgp8NcpWoSGRoaitDQUOh0Oq1TAAD+/v5aJ1ABUraH1h2pqal5E8igqYDzQyaIWUlI2zMXqampVp1Ear0upDQAMjokNAAyOiQ0ADI62JBPQoeEBkBGh4QGQEaHhAZARoeEBkBOh7lK1SSSiIrB2RMoV0nrCiIiIiIShhfW0VB0dLTWCVSAlO0hpUMCCetCQgMgo0NCAyCjQ0IDIKODDfkkdEhoAGR0SGgAZHRIaABkdEhoAOR0mIuTSA3FxMRonUAFSNkeUjokkLAuJDQAMjokNAAyOiQ0ADI62JBPQoeEBkBGh4QGQEaHhAZARoeEBkBOh7k4iSQiIiIiIiKTcRJJREREREREJuMkkoiIiIiIiEzGSSQRERERERGZjJNIIiIiIiIiMhknkRry8/PTOoEKkLI9pHRIIGFdSGgAZHRIaABkdEhoAGR0sCGfhA4JDYCMDgkNgIwOCQ2AjA4JDYCcDnNxEqkhf39/rROoACnbQ0qHBBLWhYQGQEaHhAZARoeEBkBGBxvySeiQ0ADI6JDQAMjokNAAyOiQ0ADI6TAXJ5FERERERERkMk4iNRQdHa11AhUgZXtI6ZBAwrqQ0ADI6JDQAMjokNAAyOhgQz4JHRIaABkdEhoAGR0SGgAZHRIaADkd5uIkUkMxMTFaJ1ABUraHlA4JJKwLCQ2AjA4JDYCMDgkNgIwONuST0CGhAZDRIaEBkNEhoQGQ0SGhAZDTYS5OIomIiIiIiMhknEQSERERERGRyRy0DqC/hvj4+GJ9nYiIiIiInkylahIZHh6O8PBwrTP+Wu5lAjo7dOrUSesSIiIiIiKygVI1iQwNDUVoaCh0Op3WKX8dOXcApQeCpgLOng/ennQBOPCF7buIiIiIiMgqStUkUho/Pz+tEyzH2RMoV+nBr2cm2b7FTFK2h5QOCSSsCwkNgIwOCQ2AjA4JDYCMDjbkk9AhoQGQ0SGhAZDRIaEBkNEhoQGQ02EuXlhHQ/7+/lonUAFStoeUDgkkrAsJDYCMDgkNgIwOCQ2AjA425JPQIaEBkNEhoQGQ0SGhAZDRIaEBkNNhLk4iiYiIiIiIyGScRGooOjpa6wQqQMr2kNIhgYR1IaEBkNEhoQGQ0SGhAZDRwYZ8EjokNAAyOiQ0ADI6JDQAMjokNAByOszFSaSGYmJitE6gAqRsDykdEkhYFxIaABkdEhoAGR0SGgAZHWzIJ6FDQgMgo0NCAyCjQ0IDIKNDQgMgp8NcnEQSERERERGRyTiJJCIiIiIiIpNxEklEREREREQm4ySSiIiIiIiITMZJJBEREREREZmMk0gN+fn5aZ1ABUjZHlI6JJCwLiQ0ADI6JDQAMjokNAAyOtiQT0KHhAZARoeEBkBGh4QGQEaHhAZAToe5OInUkL+/v9YJVICU7SGlQwIJ60JCAyCjQ0IDIKNDQgMgo4MN+SR0SGgAZHRIaABkdEhoAGR0SGgA5HSYi5NIIiIiIiIiMhknkRqKjo7WOoEKkLI9pHRIIGFdSGgAZHRIaABkdEhoAGR0sCGfhA4JDYCMDgkNgIwOCQ2AjA4JDYCcDnNxEqmhmJgYrROoACnbQ0qHBBLWhYQGQEaHhAZARoeEBkBGBxvySeiQ0ADI6JDQAMjokNAAyOiQ0ADI6TAXJ5FERERERERkMk4iiYiIiIiIyGScRBIREREREZHJOIkkIiIiIiIik3ESSURERERERCbjJFJDfn5+WidQAVK2h5QOCSSsCwkNgIwOCQ2AjA4JDYCMDjbkk9AhoQGQ0SGhAZDRIaEBkNEhoQGQ02GuJ34S+fXXX6NDhw4ICgrChQsXtM4pFn9/f60TqAAp20NKhwQS1oWEBkBGh4QGQEaHhAZARgcb8knokNAAyOiQ0ADI6JDQAMjokNAAyOkw1xM9iUxKSsLSpUvx22+/Yf78+ZgyZYrWSURERERERH9pT/Qk8sCBAwgKCoKDgwPatGmDM2fOaJ1ULNHR0VonUAFStoeUDgkkrAsJDYCMDgkNgIwOCQ2AjA425JPQIaEBkNEhoQGQ0SGhAZDRIaEBkNNhLs0nkYsXL0br1q1RpkwZ9O7du9Bt2dnZGDNmDDw9PeHp6YmxY8ciJyfHeHtycjI8PDyM/9br9TbrtoSYmBitE6gAKdtDSocEEtaFhAZARoeEBkBGh4QGQEYHG/JJ6JDQAMjokNAAyOiQ0ADI6JDQAMjpMJfmk0gvLy/MmDEDr7322gO3ffDBB/jjjz8QFRWFqKgo/P7775gzZ47xdg8PD6SkpBj/bWen+cshIiIiIiL6S9N81tWnTx/07t0blSpVeuC25cuXY8aMGahevTqqV6+O6dOnY9myZcbb27Vrh7179yI3NxdHjhxBvXr1bJlORERERERU6jhoHfAwycnJiI+PR/PmzY1fa968OeLi4nD79m1UqFABnp6eGDZsGDp16gRHR8dCE0z6a0lKSkJqaupDby9fvjw8PT1LtIy0tDTExsY+8j65ubmwt7e3asfjPG5dPK4RsE3n4zzudQB528Tay5CwLujJ87j3C44r0oop/y/j+CSikhI7iUxPTwcAuLu7G79m+HtaWhoqVKgAABg1ahRGjRr1yOcKCwvDrFmzCn0tIiKiyPv6+fkZL7kbHR390OOVLXU/Q4c5z/dXs2PHDlStWrXQ1/z8/FClShX41PFFWmrKQx4JlHMtj7hLF+Hp6WnW9khLS8PI10chKzPj0ZE6e0DlPvRmZ5dy+NdXX8LNzc2k5RbVZ1DU/UzqfExjUZ0F+86fP//IxxZU1Da7//nMfh3/6wSA1q1bF/v7Y//+/ejc5dnHLqOca3l8+cWSB7aZ4fkMbPF+8Lj73f++Zev3K0ODFsuVdL9Dhw49dvw+blxZsi86OlrEetH6fhK+Pwy3abVeqlSpYtJ7q1t5d8RePI+EhASr9hXcJqVxexT8eU3Cz50StkdBpX17FOyQsD2KS6eUUhZ/VjOEhYXh2LFj2LhxI4C8PZGenp44d+4cfH19AQDnzp1DvXr1kJKSYpxEmkOn00HCy46IiMCLL75o1mNjY2NRp04d4Pn5QLkHDwUGACSeAfbOLXQfr6xk7No7D50DJ+FqeuIDt5vyHBa9HQAybgI/TcTFixfh4+Pz8NcaNBVwLuI3p1lJwJ65D328KR67DABIugAc+MKqHcCjx8VjOx/XaEKnSWPrMdvscUxa3yVcn5ZaRkm+Ty1JQoeEBgkdtnhPMpXW64INsjps8d5qKq3XhZQGKR0SGqR0SGiQ0lGSOZHYPZEeHh7w9vbGsWPHjJPIY8eOoWbNmiWaQEpScC8HmcDZ8+GTGlssIzPJJh0mjYuHNdio0WK03qYmkPJ9KqFDQgMgp0PC95mEdcGGfFI6ODblNAAyOiQ0ADI6JDQAcjrMpfmFdXJycnDnzh3k5ORAr9fjzp07uHfvHgDg1VdfxezZs3H9+nVcv34dc+bMwYgRIzQutpy/6mGpVDIcF7JI2R4SOiQ0AHI6JJCwLtiQT0qHBBLWhYQGQEaHhAZARoeEBkBOh7k03xP5wQcfFDpf0dnZGYGBgdizZw9mzpyJW7duoUGDBgCAkJAQTJs2zexlhYeHIzw8vKTJREREREREpZbmeyLDwsKglCr0Z8+ePQAAR0dHLFmyBMnJyUhOTsbixYvh4GD+vDc0NNT43BJER0drnUACcVzIImV7SOiQ0ADI6ZBAwrpgQz4pHRJIWBcSGgAZHRIaABkdEhoAOR3m0nwSWZpZ40pJ9OTjuJBFyvaQ0CGhAZDTIYGEdcGGfFI6JJCwLiQ0ADI6JDQAMjokNAByOszFSSQRERERERGZjJNIIiIiIiIiMhknkURERERERGSyUjWJDA8PR1BQkNYZRERERERET6xSNYmUdnVWIiIiIiKiJ41OKaW0jrA1nU6ndQIREREREZGmzJ0Klqo9kQXd/9mUxf0TGBhY4ucoaYe5DQWXW9rXhSUbpHRIaJDSIaFBSoeEBikdEhqkdEhosESHhAYpHRIapHRIaJDSIaFBSoeEBikdJVFqJ5FERERERERUfJxEmik0NFTrBBENgIwOCQ2AjA4JDYCMDgkNgIwOCQ2AjA4JDYCMDgkNgIwOCQ2AjA4JDYCMDgkNgIwOCQ2AjA4JDYC2HfZhYWFhmi1dQyW9Smvz5s017yhJQ8HllvZ1YakGKR0SGqR0SGiQ0iGhQUqHhAYpHRIaLNUhoUFKh4QGKR0SGqR0SGiQ0iGhQUqHuQ2l8sI6REREREREZB4ezkpEREREREQm4ySSiIiIiIiITMZJJBEREREREZmMk0giIiIiIiIyWambRN6+fRt6vV7ThvT0dO0WLuw6Srt27cLJkyc1bbhy5QqysrI0bSAiIiIielKUmknkxYsX0alTJ7z00ksYMGAAEhISbN5w9uxZPP/88xg6dChefvll3Lp1yzYLjo0F9uzJ+7uQSeSVK1cQGBiIkJAQREZGatJw4cIFBAYG4qWXXkK3bt2wf/9+TToAaP6LDQMJF2u22ffFY1y7dk3zlnv37hn/rtW2uXjxIk6fPq3Jsg3i4uJw/vx5zcfn2bNnMX/+fGRnZ2vWcOzYMYSFhSE6OlqzBiBvXfz222+4efMmAG3Gp4SxCcgYnxLGJiBjfEoYm4CM8cmxmY9jM5/FxqYqBdLS0tTTTz+tRo8erU6fPq0CAgLUiy++qE6fPm2zhn/961/Ky8tLTZ06VR09elQ1b95c9e/fX+Xk5Fhvobm5SoWFKeXkpFSjRkpdu5b/dY2FhoaqYcOGabb8a9euqZYtW6qJEyeqzMxM1bt3b9W3b1+Vmppq0460tDT1xhtvqDfeeENt27ZNZWRkKKWU0uv1Nu+YNGmSmj59uvrpp59UZmamJh1Lly5VLi4u6ujRozZdbkHp6elq4MCBqnHjxmrnzp0qV4Pvl7S0NPX666+rgQMHqn/+858qOTlZKWXb7XHv3j31yiuvqIoVK6oWLVqokJAQderUKaWUstk6SU9PVyEhIapOnTqqY8eOKjQ0VEVHRyulbD82s7KyVL9+/ZROp1O//PKLTZetVN46HzdunHJxcVEzZ85Uly5dsu7/Px7i7t27asiQIapy5cqqU6dOqk2bNurAgQPGRluQMDaVkjM+tR6bSskYnxLGplIyxifHZj6OzXyWHpulYk/kpUuXkJ2djUmTJqFBgwZYvXo1ypYta9PfjMTGxuLdd9/FnDlz0Lx5c6xduxY//vijdfeI/vkncOkSEBYGNGoELFyY93U7bTd7QkICTp48idDQUADAqlWrsHLlSly6dMlmDSdOnICDgwMmTpwIZ2dnzJ8/H3v37kVOTo7NGuLi4tC2bVtcv34dOp0O06dPx9ixYwEAOp3OZh3ffPMN6tSpg+vXryMlJQWzZs3C3Llzbd4BAGfOnEFWVhYWLVqE3Nxcmy4bALKystC3b19kZGRg9+7d6Ny5M+xs/P1y4sQJtGjRAnfu3EH79u2xevVqjBs3DoBtt8fPP/+MuLg4XL58GV999RV0Oh369+8PADZZJ3FxcXjppZeQlZWFmJgYvPPOO8jKysLHH38MwPZjs2zZsqhbty7q1auHyZMn2/y0hDNnzuDIkSM4dOgQ3nvvPdSqVQv29vY2bQCApUuX4tq1a0hISMDKlSvRrFkzfPjhhwBsMy4A7ccmIGt8aj02ARnjU8LYBLQfnxybhUkYm19//fVfcmyWikmkvb09oqKioNPp8OGHH2LVqlXo3r07kpOTsWXLFps0vPHGG3jppZcA5B2i5uDggDZt2uDOnTuWXVDBSXGdOsCbbwJjxgCBgcBvvwEHD+bdpsEP6AZZWVmIj49HmTJl0KdPH3z00UdYuXIl+vXrhz2Gw26trEqVKjh8+DCOHj0KAIiOjkZAQACOHTuG5ORkmzQcOnQI5cqVw7p16/DZZ5/h888/x5o1a/D999/bZPlA3i9Y9u3bh88++wzffPMNFi5ciJCQEBw5cgQpKSk2aVBKGSeMtWrVwtKlSxEeHo7t27fbZPkFHTt2DHFxcYiIiEClSpVw+PBhXL161XjOrC0OO963bx9q1aqF8PBwvPnmm5g0aRLi4+ORmppq9WWnp6cbD685dOgQMjIy4OzsjPLly2P27NnQ6/WYNm0aAOsdhmP4IUMpheeeew5Lly6Fo6MjunbtisaNG8PBwQGA9bdFwR92cnNzkZqaikuXLuH333/HxYsXsXTpUqsu//6GXbt24fLly2jQoAEiIiLQv39/LFy4EPv27QNg3cOi0tPTjev75MmTxh82ateujYYNG6JJkybG+1qrIzk52fhLvsOHD2syNg0dhmV069YNX3/9tc3HZ3JysvH59Xq9JmPT0GF47969e7cm4zM5Odm4M+DUqVOajE0AOHjwIM6fP2/8e2Zmps3HZ2RkJOLi4lCmTBl07dpVk/fOgwcP4sKFCwCAnJwcpKWlaTI2C3bs3LkT8fHxNh+bBw8exLlz5wDkvW8aJq62Hpvbtm0znjZ25MgRi47NUjGJ9Pf3R6NGjbB48WJ06NABW7duRXBwMCpXroyffvqp0HlH1uLl5YXKlStDr9fDyckJCQkJ0Ol08PHxscwC4uKAkBBg1ChgyRLDQoFmzQA3N6BzZ6BePWDRorzbNPgNtkHt2rXRoEEDjBkzBvXq1cOJEyewdetWBAYG4quvvrLJb6qaN2+O+fPnY8OGDWjUqBH69++PRo0aYdSoURg/frxVfmCPi4vDrl27jP92cXFBVlYWYmNjsWrVKly+fBmffvopxo0bZ9U9onFxcdi5cycAwN3dHT179kTPnj2Rm5sLBwcHODs7IzU1Fe7u7lZtMKwLpZTxzXXjxo0ICAjAxIkTMWnSJKvvjbx/m5QpUwZZWVk4deoU+vbtiz59+mDIkCEYNGgQAOv8xrBgg16vh06nw61bt3Dx4kUAeecPN2rUCI6OjhZftkHB87VDQkKQmJiIp556CjVr1sSuXbswd+5cfP755/jiiy+wYMECpKSkWPy32YaGV155BUOHDkXZsmUREhICDw8P4w+JdnZ2uHbtmvHv1nD/ueuJiYmws7ND+fLlkZmZiaysLMyePRuzZ88GkHexNksf0VKwYfDgwbh58yZq1qyJ+vXr45133sHMmTPRtGlT7N+/H7169UJycrJV9i4YOoYMGYIhQ4YgISEBzZo1Q05ODiIiIhAXF4fly5fj/Pnz+Pjjj5GdnW2VcfHcc89h6NChGDhwIC5fvow6derYdGwW7HjllVcwcOBAAMDLL78MT09P4/u1tcdnwXUxYMAAXL58GTqdzqZjs6iO+Ph4eHt723R8GhqGDBmCl19+GXFxcWjatKlNx6bBtm3b0K5dO8ybNw8AUL9+fVSvXt2m43Pbtm0ICAjARx99hKpVq2LYsGHw8PCw2dg0NLRr1w4fffQRAMDBwQFubm7Iysqy2dgsqsPHxwdPPfUU3n33XZu9dxoaDHt/W7ZsiTt37mDTpk02G5tnz55F586dMXToUNy+fRtA3rqoUaOG5cZmiQ+wfUJs2rRJubi4qHPnzhm/tmrVKvXUU0/Z/NwapZT68MMP1fDhw0v2JIbuX39Vqlo1pSZMUGruXKX8/JR6//282woe4/zdd0o9/bRSa9aUbLkWsG3bNlW2bFn16quvGo/D3rNnj2ratKnx+GxbOH78uOrTp4+6deuWUkqp33//XbVr1079/PPPFluGXq9X77//vnJyclINGjRQcXFxSimltm7dql544QX11VdfqUmTJqmOHTuqlJQUVb16dbVo0SKllGWPlb+/49KlS8avF/zv999/r1599VWLL7+ohsuXLyul8s4XUEqp8ePHq8jISKXX65Wbm5tasGCB+vzzz1VMTIxVOwzbZPfu3erFF19Uw4cPV2+99ZbS6/XqwIEDysvLS73/v+8pS62Th22PAwcOqDFjxqhu3bqpvn37KkdHR9WjRw/l5+enFixYYHyspdx/vnbTpk3ViBEj1E8//aSeffZZtWTJErVo0SK1YsUKpdfrVcuWLdWMGTMs2nF/Q7NmzdSAAQOUXq83/lFKqUGDBqnly5cbH2fp9+6izl0fMGCAys7OVteuXVNPP/20Sk9PV0opVbduXeXj46OCg4ON48caDU2bNlXDhw9XO3bsUF26dFEBAQHGc2mUUuqZZ55RoaGhSinLfr/e39GkSRMVGhqqEhMT1fr161WvXr2Uvb29euutt9SaNWtU48aN1csvv2zRjo8++khVrVpVvf322+rWrVvKz89PjRw5Uu3YsUN17tzZJmOzqA5/f381aNAgpVTea7XF+Ly/oUGDBmrQoEFKr9erq1evqo4dO1p9bBbV4e/vr0aMGKF27typOnfubJPxWdS4+Pvf/66SkpLU2rVr1Ysvvmj1sVnQd999pzp06KB69Oihfv31V3X8+HGbjs+CDX/729/Ujz/+qJSy3di8v6Fnz57GhqtXr9rkfbOojh49eqhffvlFnTp1SgUHB9vsvfP+hu3btyullFq7dq1N3jeVyvsecXJyUuPHjy/09V27dln0/+ulYk8kAHTr1g1/+9vf0LdvX+NvZlq0aIHy5cvb9Eqthj0rx44dQ/fu3QEAX3zxBSZMmIDMzEzznvTnn4Hnnwc++QSYMAF47TXg1CkgJyfv/EfDoQsdOwJt2gBr1uT9e/NmICampC/JLMHBwejXrx/+/PNP42GTgYGBNr9S1d69e3Hw4EF4enoCADp27Ig7d+5YdC/csWPHcPHiRYSFhaFp06b45z//CQDo0qULHB0dce7cOXTt2hW7d+9GhQoVMGbMGGzcuBGAZX9jeH/Hov/tldbpdIXW+/bt21GrVi2LL7+ohoX/O0/XyckJAPDHH3/AwcEBOp0Ozz77LN566y1ERESgZs2aVu0wbJMOHTrA0dER33zzDRo1agSdToe2bdtiwYIFWLRoEfR6vcXWycPWRdu2bfHZZ5+hb9++SE5ONh52P3PmTEyePNniv7W8/3ztdevW4ZtvvkFAQADq1KmDyMhItG3bFqGhodDr9QgMDMS1a9cs2lFUw/r1643nCxvGZ2JiIlq2bGl8nKU/mqeoc9fXr1+PhIQEVKtWDTVr1kR8fDyWLVuG+Ph4xMfHY8qUKRYdn0Wti5UrV6J169Zo3rw5IiMjcfbsWeP9R44ciQMHDiA9Pd2i36/3d6xfvx4rV67EvXv30KdPH7Rp0wZTpkzBxx9/jIEDB+KTTz7B5s2bkZKSYrEOFxcXbNmyBfPnz4enpyeaNm2K48ePo2vXrvD19cWhQ4fQunVrq47Nh3UYDl20s7MzLsua4/P+hiZNmuD8+fPQ6XSoXr06atWqhbi4OKuOzYd1nDx5Ep07d0aLFi1w8OBBxBT4ucIa47Oo7XHixAl4eHigX79+aNu2LSZPnmzVsQnkH/qXmZmJypUro3Hjxli6dCkaNmyIevXq4c8//7T6e2dRDWvWrEFaWhrs7OyMP+9ac2ze39CoUSOsWbMGt2/fRvXq1eHl5WX1982iOho3boxly5ahfv36aN26NQ4cOGD19877G5o0aYJly5bh9u3b6NevH1q2bImpU6dafWzGxMSgS5cuxj2hW7duRVRUFDp16oQ6derg8OHDFnnvLDWTSCcnJyxbtgxpaWno0aMH5s+fjz59+iAgIACVK1e2WYe9vT1ycnKM5wV26tQJc+fOxQsvvAAXFxfTnuTgQeDVVwHDYXiOjsCFC8CdO4CTE3D5MtC6NWA4TNcwILy9gSFDgDNnAAcHYMoUzQ5rLVu2LBYvXmy8kMmcOXPQqlUr+Pn5GScwtvD8888jKSkJ06dPx8aNG9GmTRvUqFEDvr6+FltGw4YNMXbsWIwdOxZBQUHYv38//vjjD5QpUwYhISE4ePAgoqKijOcr5OTkwNvbG0omzeZ4AAAQ60lEQVQpi567cH/Hvn378OeffwLIP4wyKysL+/btw/DhwwEAv/zyC/7973/bpCErKwvt2rXD1q1bUbt2bZw8eRI+Pj5o1KgRnJ2dLdZQVIdhmzg5OWHEiBHw9fXFkSNHjPevVq0amjRpYrwst7UaDOsiOzsb58+fR7Vq1VCuXDkAeYdgN27c2OIXoLr/fG1HR0c0a9YMOp0Oo0ePRkJCAlasWIEbN27A3t4e165dg7+/v0UPr33cOeN2dna4ceMGMjIy0KxZM+zevRt169Y1Tryt3ZGdnY1Lly7hxIkTCAgIwJw5c3Dw4EE8++yzCAsLw927d63WYNgeADB8+HAEBQVh06ZNxl9+Gg7rc3V1tVjDwzratGmDu3fvIiUlxXg+ueEXo0ePHkXfvn3h5uZmsYbXX38drVu3xunTp9G4cWPs3LkTHTp0wJ49e9CjRw8kJSXhm2++serYLKrj119/RVBQEDZs2GD8frx+/TrS09OtNj4f1hAREYHffvsNp0+fRocOHTB79myrjc2iOgzbZNeuXejSpQu6du2KLVu24MaNGwCsMz6LaggODsaGDRtw/PhxnDx5EjqdzqpjE8i/QE1WVhZefvllBAUF4dq1a9i2bRs+/fRTJCcnY8WKFbh+/brVxuf9DYGBgbh16xZ+/PFHAICjo6PVx+bDGjZt2gQA+O9//4uAgACrj82HbY+tW7fio48+QpcuXbBp0yarjs2HrQvDjoGoqCgopYyTe2uNzSlTpuDOnTsYMWIEGjRogClTpmDAgAHo378/2rVrZ7n3TgvsNX2inDp1Sn3++eeqV69e6pNPPtGk4fjx40qn06lq1aqpefPmmf7AxESlevdWysVFKZ1Oqd9/z/v6r78qNXiwUgMHKhUcrFS5ckq99JJSPj5KbdyYd5/cXKXS05Vq106pChWU+te/LP/CzHD8+HG1YMEC1bNnT+Ohera2bt06NXToUBUQEGD1MREdHa1CQ0ONh0IppdQ777yjOnXqpN5++2114cIF1aFDBxUWFmaTjsGDBxu/ZjgsKiQkREVHR6sXXnhBVaxYUa1cudJmDe3bt1eurq7Gw3kjIyOVt7e3SkxMtEpDwY77t0mrVq3UhAkT1Pnz51WXLl3UiBEjrN5QcF28+eabasCAAWrbtm0qJSVFdenSRYWEhKh79+5ZpcFwKM2BAwdUQECA8RLoW7duVYGBgapFixYqMDBQ1ahRQ+3fv9/qDe3bty90WM2///1v1bRpU9WrVy9VqVIl9cUXX1iloagOw7qYPn26+vrrr433u3Llivruu++s3lBwe2zatEkFBASopk2bquDgYOXl5aV27NhhlYb7O9q3b2/89/vvv68CAgJUaGio6tWrl/Ly8lLbtm2zSsP+/fvVhg0blFJKJScnq169eqm3335bLVq0SHXr1k01b97c6mOzqI7evXurkSNHqri4OPXDDz+oJk2aWH18FrUupk+frgYOHKi+/fZb4/2sOTYf1vH222+rBQsWqKCgINWkSROrj8+iGiZNmqRCQ0NVUFCQGjZsmFXHpuH9aebMmWratGlKKaXmzp2rgoKC1HPPPaf+7//+T3Xv3t2q751FNXz44YcqODhYtWvXTu3atUutXbvWqu+dD2sICgpSPXv2VK1bt7bJ2Hzc9hg9erQKDg626nvno9ZFt27dVMeOHVVQUJB69dVXrf6+OWfOHOXv769WrFihlFLq7Nmzqnv37mratGlqxYoVqnPnziUem6VuEmmgxXmQBvfu3VOffPKJysrKMv1Bb72llJubUobzKF95RanJkwvfZ+5cpV58Me/ven3eZ0R6e+ff/vPPSr39tlL/O/9MEi23h1J5PyjZ6nODfvjhB9WxY0f1zTffKKXyxsOGDRtUcHCwqlevnnr99ddt2lHwzX379u1Kp9MpZ2dnNWbMGJs1GN7kCk4WbfnZSfdvk6ysLPXdd9+pp59+WtWrV0+NHj3a5g3nz59XI0eOVG3btlU1a9ZUb7zxhtUblCr6fO1bt26p9evXq08//VSzhtmzZ6uyZcuqt956yyYND+swuHPnjmYNN27cUKtXr1YLFy60SUNRHRkZGWrnzp1q+vTp6r333rNJg+E9YfPmzapu3brq6NGj6tatW2rt2rXGXzzZsmPr1q2qdu3a6tixY2r27NnKycnJZuPT0BAREaH8/PzUkSNHjLfdteH/4wtuk3r16qkjR46oGzduqG+//dZm7xeGhk2bNqlGjRqp3377Te3cuVNNnTrVJmNzxowZateuXUoppXr16qV0Op1q1aqVUkqpmzdv2mR83t/g4OCgmjRpopRS6oMPPrDJ2CxqPbRp06bQfWwxNh+1Pa5fv26TsVlUQ/v27ZVSSv366682GZt3795VkZGRSqn875Hvv/9eNWzYUKWnp1vkvbPUTiKfKHq9UtOmKVXwgjPjxin15ptK3buXt5cxK0upkBClpkzJv8+2bXkX0jH8YK7Bh6ZTPsNE+cqVK2rChAmqZ8+eSqm8//leuHBBKaVUSkqKzTt69eqllFJqx44davLkyWrChAlWO+H9YQ2GdbFp0yZ15syZQvfRomPLli3qwoULKicnx+rb5GEN27dvV6dPn1ZXr15VN27csGqDUsr4S5RBgwapH374QSml1JIlS9Sbb76pkpOTrb78hzUsXrxYhYWFqU2bNqnr169r1vH555+r8ePHa9pg2B62eJ94VMfixYvVuHHjVGZmps06lFIqOztbKaVUVFSUeuqpp9Tp06dtuvyiOurUqaOuXr2qjh49qq5du6ZJg6+vr/rvf/9rs2U/rEOrbXL/9jCsC1v9cnrq1KmqRo0aqlKlSurpp59W06ZNU506dVJ//vmnTZb/sIaOHTuq//73v+rEiRM2GZtFNTzzzDNWPTrA1A4p28OwLmw1Ng3LMRzBtG/fPtWqVSuL/X/MwaIH4ZJ16HTA/y6LjJycvPMZnZyAY8fyzocE8v6rFJCQAERGApUrA9OnA926AZUq5d3Hxh+aToUZLhDi5eWFoUOHYsiQIXBwcMBTTz2FzZs3AwAqVKigSYednR2aNGmCVatWoXHjxpo0ODg4oG7duoiIiDDeR6uOp556Clu2bIG9vb3Vt0lRDfb29vD19cWWLVtQvXp1qy7foKjztS9duoTly5db9eNeHtcQGxuL8PBwdOnSxSYND+swrIuqVatq1mC4cIot3idM6bD0ucqPkpGRATs7Oxw/fhzDhw9HcHCw5T4iq4QdHh4eNvs+LaohKCgItWvXttnyH9ahxTa5v6Fz587G6yrY4v8hANCmTRvs378f48ePR8+ePY0fz2S4YJ9WDXq9Hvb29vD399esAQA8PDxssvzHdWi9PQAY/19qq7Gp0+lw7949ODk54ejRoxg9ejR69Ohhuf+PWWQqSrah1+d/rMfvv+ed81jwt0t79+btjWzTRqkaNfI/5oNEycjIUB06dFBubm7qyy+/LNUdEhqkdEhoMPt87b9Yg5QOCQ0SOnJzc9WuXbtUUFCQql69upo/f77NG6R0SGiQ0iGhQSn1wHnqWpyewwZZHRIaDE6dOqWeeeYZ5eHhoT7++GOLPjcnkU+qX35RqkMHpaKiHrwtKkqpjAzbN5FJ/vOf/6gJEybY/FAwiR0SGqR0SGgw63ztv2CDlA4JDVI60tLS1Pr16212LqrkDgkNUjokNBjY6roKbDCNhA4pDatWrbLK+7dOKRt/MB89KDkZqFCheIebpqcDXl7Ajh1AQEDeZ0HqdPkf50FiKaVsdiiD9A4JDVI6JDQQERERmYInyWnp7FngueeAoUOBAQOA+HjTHqfXAy4uQMuWwC+/5H3Nzo4TyCeElImChA4JDYCMDgkNRERERKbgJFIr8+YBnToBzZoB33wDnD4NTJyYN0Es+AHz//uw3ELs7IDsbMDNDWjXznbNRERERERU6vHqrFpxcQG2bAFat877d5MmwPnzDx7Sam//4GP1eqBMGWD9+ryrtBIREREREdkIz4nUSnZ23sdynD6ddyjrtWvA3/8OtG8PtGoF/O8S1UhKAt54AwgMBEaNytszWdTEkoiIiIiIyAY4idTagQN5E8jevYGUFODVV4EqVYApU4A6dYC4OKBfv7wL6Zw+rXUtERERERGVcpxESqHX5x3Kum1b3p7HH38EWrTIuy06GrDRh8USERERERE9Ci+sI4XhYjo+PnmHq7q45N/GCSQREREREQnBSaQEGRl550gePgwMHgwEBeWfE0lERERERCQIJ5Fa0+uByEjghReAnj2BIUOApUsBZ2ety4iIiIiIiB7AcyIlSE8HduwAevTI++gOIiIiIiIioTiJJCIiIiIiIpPxcFYiIiIiIiIyGSeRREREREREZDJOIomIiIiIiMhknEQSERERERGRyTiJJCIiIiIiIpNxEklEREREREQm4ySSiIiIiIiITMZJJBERURHi4uLg6uqK27dv23S5oaGhcHJygqurK+7evWux523VqhXKli2L5s2bW+w5iYiodOIkkoiISqXw8PBHTqhq1aqF9PR0VKhQwYZVeUaPHo309HSUKVPGYs95+PBhfPnllxZ7PiIiKr04iSQiIiIiIiKTcRJJRESlytGjR+Hq6opRo0bh5MmTcHV1haurK77//nvjfRo1aoRy5cpBp9MhJSXF+PXw8HC0bdsWtWvXRvfu3fGPf/wDFStWxLfffmu8z6ZNm9C8eXO4u7ujU6dOiI6Otkh3UFAQFi5caPx37969ERYWZvz3t99+C19fX7i5ucHX1xdr1qyxyHKJiOj/27t/l0a2MIzjT3YCIgyiYBUz2KghEQsRYp1O7aw0aKMgpEnjH2FrIYoatRvERkUIWlopEQtBBgUrG39BIDATxV/jLZabezcs3Nm7E7bI9wOnm3nfM9XwMGfOQT1CJACgqQwODsrzPK2urmpgYECe58nzPE1MTNSucRxHjuP89P5IJKLr62s5jqNkMinbtrW2tiZJOj8/Vzab1eLiosrlsqampjQ+Pq7Pz8+GPtPz87NmZma0srIi13V1fHys3t7ehvYEADQvQiQAAL+gr69Pra2t6u7uViqVUk9Pjx4eHiRJGxsbymazymQyMgxDuVxO9/f3ury8bOicfN+XYRi6ubmR67qyLEtDQ0MN7QkAaF6ESAAAfoFhGJKkaDRaGx8fH5K+7+hq27ba29tr4/X1VXd3dw2dk2ma2t/fV7FYlGVZSqfTKpVKDe0JAGhehEgAQFP69i28V+DX15ckybIszc/Pq1Kp1MbLy4vGxsZC6fPvIz/qjx4ZGRnR4eGhnp6elE6nlc/nQ+kJAEA9QiQAoCnFYjHd3t7+sHHO75qdndXm5qZOTk7k+74qlYps29bb21so9Q8ODlStVnVxcaHT01O5rqv393eVy2Xt7u6qWq3WwnFbW1soPQEAqEeIBAA0pUwmo9HRUSUSCcXjce3t7UmSdnZ2ZJqm+vv7JUnxeFymaero6Og/aw4PD2t9fV35fF4dHR1KJpMqFouKRCKhzDkWiymRSGh6eloLCwva2tpSqVSS7/taWlpSV1eXOjs75TiOlpeXQ+kJAEC9yNffa3AAAMAfNzc3p+3tbUWjUT0+PqqlpUXS9yM+crmcJicn/1fddDqtq6srpVIp/pcEAPyW6J+eAAAA+EehUFChUAi97tnZWeg1AQDNieWsAAAAAIDAWM4KAAAAAAiML5EAAAAAgMAIkQAAAACAwAiRAAAAAIDACJEAAAAAgMAIkQAAAACAwAiRAAAAAIDACJEAAAAAgMAIkQAAAACAwP4CplRLABWuYiYAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -791,9 +814,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -801,9 +824,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -811,9 +834,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -821,9 +844,9 @@ }, { "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAAA5EAAAFeCAYAAAAc85v3AAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3Xl4Tefe8PHvzkAikWGbkpgSU3BMVfSlhuBQSlGkZqLVQY8+VcOpsUJJabTaHqWnLYmZRkvp00GJaKN4DG0pQoOIMZFmklGG9f7hytIt085k3+T3ua5cb+017O/ae5/nzZ177bUMmqZpCCGEEEIIIYQQZrCydIAQQgghhBBCiIeHDCKFEEIIIYQQQphNBpFCCCGEEEIIIcwmg0ghhBBCCCGEEGaTQaQQQgghhBBCCLPJIFIIIYQQQgghhNlkECmEEEIIIYQQwmwyiBRCCCGEEEIIYTYZRAohhBBCCCGEMJsMIoUQQgghhBBCmE0GkUIIIYQQQgghzGZj6QBLMBgMlk4QQgghhBBCCIvSNK1U21XKQSSU/gUrT19//TWDBw8u+YbXrpHSqROO//d/ULeuZRrKmQodKjSo0qFCgyodKjSo0qFCgyodKjSo0iENanUU1pCYmEhGRgZubm5Fbp+ZmcnNmzexsrLC3t4eGxubUv3xXdM0i//RXoUGVTpUaFClQ4WGiurQNI2cnBzS09PJycmhdu3a2NvbF7p+WZ6/0g4iVeDt7V3qbW2rVLF4Q3lSoUOFBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDGu5RoaOsDZmZmdjY2ODh4VGmXzBzc3OxsrLst6ZUaFClQ4UGVTpUaKjoDk3TiImJISMjo8hBZFkYNBWm5B4wg8GgxExkqV27Br16QWhomWcihRBCCPHoM3cmMjk5mdTUVNzd3R9QmRCiIsTGxmJra4urq2uh65RlTGT5YbgQQgghhBBCiIeGDCItKCIiotTbZt65Y/GG8qRChwoNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KNChwoNcPdUPUtToQHU6FChAdToUKEB1OkoLRlEWtC5c+dKvW1WOQ0iy9JQnlToUKEB1OhQoQHU6FChAdToUKEB1OhQoQHU6JCGe1ToUKFBCPHok0GkEEIIIYQQQgizVapBZHBwMD4+PpbOEEIIIYQQ4qHm7+/PgAED6NevH0888QQhISHExMTQvXt3evbsyciRI8nOzubo0aO8+OKLAEycOJFjx45ZuFyUh0o1iPTz8yMsLMzSGUIIIYQQDxV/f3/8/Pws8tw+Pj7Y2dnh6OiIo6OjScfVq1fx8fGhWrVqPP7445w+fdoijQXJa3N0dCxRW2HH9PPPP+uvQd6PwWDg+PHjnD9/nvbt2+Pl5cXu3btL3RwbG8s//vEP7tz3tanC3v93330Xg8HA/v37CQsLw9nZmT179rB//35cXFw4dOgQHTt2xN3dnalTp9KwYUM6dOhQ6j6ArKwsxo0bh5ubG66urgwYMIDo6Gh9+ddff02XLl2oWrVqvuavv/6arl275ltW3D7N9fPPP2MwGAgODtYfCw8P57HHHtM/B7/99luJ91uQLl26WPTzXqkGkUIIIYQQ4uHzySefkJKSQkpKiskv6C+99BItW7bkr7/+YtiwYYwaNcpykffJa7t161aJ2go7pm7duumvQUpKCjt27MDT05P27dvj7+/Pf/7zH44cOcLbb79d6ualS5fywgsvUMXM+5E7ODhQp04dqlWrRlpaGomJiYwePZqePXvy/fffk5ycDMDkyZNZvXo1r7zySqnb8uTk5ODt7c2JEye4desWzZs3NxkQOjs7M2PGDF566aV82zo7OzNt2rR8y4rbpzmys7OZNWsWzZs31x/LyMjA19eX6dOnk5iYyNChQ/H19S2XWw1OmzaNBQsWlHk/pSWDSCGEEEIIUaBDhw7h6OhIQEAAmzZt0mfAkpKSymX/H330EdOnTycyMrLE2yYnJ7Nnzx7mzJmDvb0906dP5+LFi5w5cwaARo0amZyBZjAYiIqK0v/9559/0q1bN5ycnPDw8GD58uX5nuPatWs0b96cHTt2lGtbeWwXFBTEuHHj9Hv9FXTj+ri4OLObMzMzWb9+PaNHj9YfK8n7r2kamzZtok+fPuzfv5+uXbvqg6WZM2fy3//+l5kzZ+bbrqSvsZ2dHfPmzcPDwwMbG5t8p8j6+PgwdOhQatSokW/bwpYVt09z/Oc//2HAgAHUqVNHf+zcuXNkZmYyduxYbGxsmDFjBhcvXuTUqVMAeHp6FvoZLe7zOXDgQEJDQ4mJiSlRZ3mRQaQFeXt7F7k8Pj6eqKiofD9XrlzBYGVFQkJChTc8KCp0qNAAanSo0ABqdKjQAGp0qNAAanSo0ABqdEjDPSp0lHdD586dSUlJYc6cOYwZM0afBXN2di6X/Q8ZMgRra2u6du1Kv3792L17d4G3Ppg5cyY1a9akb9+++hVoIyMjcXBwoFq1avj4+JCWlkajRo3MvkLtggULeOyxx0hMTOT06dN07tw53zpZWVmcO3euxIPmv7f16tXL7DZzjykpKYmdO3cybtw4/VheffVVOnbsyPz589m3bx+jR49m27ZtZjcfPnyYWrVq4ebmpj9W0ve/d+/erF69mmeeeYbExEQAtmzZQpMmTfDz86Nx48Zs3brVZJvSvsZ5jh49Stu2bUu1bXnt8+bNmwQFBTFt2jSTxw0Gg8m/NU1D0zSz/mhS3OfTzs6Oxx9/nB9//NHszvJkY5FnFQAm0933i4+Px9OrMbeTE/Mt8wBCgUGdn+TQ5UsYjcYKaXiQVOhQoQHU6FChAdToUKEB1OhQoQHU6FChAdTokIZ7VOh4kA3h4eHMmDGDevXqsX37dpNl98+KRUVFcf78efr27WvyeIMGDXj33XdZsmQJO3fu5KOPPuL1118nICCAkSNHAhAYGEjLli3RNI0FCxYwePBg/vjjD1JTU6levTqpqamcPn2a1NRUnJycSElJMfsYYmNjiYmJwd3dnSeffDLfck9Pz1KdeljaNnO327JlC+3ataNp06bA3ff9+PHjfPXVV6xfv57u3bvz+eefU61aNSD/+1GQU6dO0axZM7OP0d/fH0A/vTjv/z158mSh2yxatCjfY6V9jQFiYmJ466232LBhg9nbFPdalGafM2bMYM6cOdjZ2Zk87u3tTdWqVdmwYQMjRoxg2bJlWFtbk5aWZtZ7Utzns0WLFkW+3hVJZiIVlZycfHcA6TMb+gea/vScB/ZGUlKS9XPNhRBCCCEepK5du+abVSpMVFQUe/bsKXS5ra0tbdu25bHHHiM1NZVr167pyzp27IiDgwOOjo4EBgZy9epVzp8/j4ODAykpKdSvX59bt25Rr149bt++jaOjo1lNgYGBVK1alfbt2+Pt7c1XX31l1nbmKG2budsFBQUxfvx4/d9Hjx7F19eXjIwMVqxYwbZt22jevDnffPON2c1JSUlUr169ZAdqQWlpaQwaNIgZM2aU290XSrPPgwcPcvHiRf2PHn9XtWpVQkJC+OCDD/Dw8ODmzZs0a9YMJyenYvdrzuezevXq+ozvgyaDSAuKiIgofiV7IzjUNP2pZgQr6wfX8ACo0KFCA6jRoUIDqNGhQgOo0aFCA6jRoUIDqNEhDfeo0FFRDebMmgAF3uJh27ZtTJ06lW3btuHj46N/HwzuXnhk48aN9OjRg759++Li4sKpU6eYPn16gfs3GAx6S5MmTUhJSdEHnHfu3OHChQsmp/RmZmYCcPv27Xz7qlu3LuvWreP69etMnz6dl19+2bwXwwx/b8vNzS2wrbjtCjumM2fO8PvvvzNixAj9sdatW/Pll18yduxYVq1axZQpUzh+/DiLFy8GKPAU4fu5uLgU+DpBwe9/eHg4/+///T+GDx9e7L7z/ohgToc5srOz8fX1pWvXrrz++usl2rawhtLu8+jRoxw6dAiDwYDBYODAgQNMnDiRWbNmAXf/2HL8+HHi4uIICAjg0qVLtGnTRu8o7DNqzufz9u3buLi4mN1anh76QaSDgwM+Pj74+Pjw/fffWzqnRMw9Z/9RbwA1OlRoADU6VGgANTpUaAA1OlRoADU6VGgANTqk4R4VOiqqwc3NjbNnz5KTk1Pkenm3eNi3b59+i4cRI0bwwQcfMGLECMLCwmjdurW+/rvvvsv69euZNm0aFy5cYM6cOdSuXVtfnpiYyPfff09mZiaZmZksXLgQd3d3fTanb9++vPPOO2RkZPD+++/TqFEjWrZsqW8fEhJCdnY2n332GYDJ9SR27NjB9evXMRgMWFtbFzhLeO3aNZo0aVLiWUpz2gratznbBQUFMXDgQFxdXfXH/n4aZU5ODra2ttjY2JCdnW12c+vWrQv9/BT0/pfXTHRpXuNJkybh4uJS4MWQcnJyyMjIIDs7W//vvO6ilhW1z6I6p06dqn/XUdM0evToQVBQEEuXLgXu/mEnMzOTxMREXnvtNXr06IGnp6e+fWGfUXM+n2fPnqVNmzZmv27l6aEfRHp5eREWFkZYWBj9+vWzdI4QQgghxCPnueeew8HBgbp161KvXr1Cv06Td4uH3r17m9zioTCzZs1iz549DB48GGvr/GdZZWVlMWvWLGrUqIGbmxuHDx9m165d2NjcvazHf//7X06dOoWrqytffPEFW7ZsMdk+MzMTNzc3wsPDmTBhgn7Te4Bjx47x+OOP4+joyH/+8x/WrVtX4PNfuHChVF8fymurUaNGgW2F7buoY8rJyWHjxo0mp7Le77XXXmPJkiU0b96cN9980+zeJ554gri4OG7cuJFvmbnvf3Ez0b169TKZiS7qdSjM5cuXWbduHTt27KB69er6FWPz7uu4YcMG7O3tWbJkCRs3bsTe3l7/fuOGDRtwcHDIt6y4fZamM8+OHTtwc3Ojfv36ZGZm5vuuZWGf0eI+nxkZGRw/fpw+ffqUqKe8PPQX1rly5Qrdu3enfv36fPTRRwVezlcIIYQQQpSei4sLoaGh+R6vVq0af/31l/7vvFs8vPzyy4wfP16/YEqVKlXIysrKt31x9yOsVatWkTdnr1+/PgcOHCh0+dy5cwu9QMqSJUtYsmRJkc9flou+5LXl5uYWeDpoYfsu6pisra0LHOT9Xb169Thx4kSJe6tWrcqECRPYsmVLvquMFvb+3y9vJtrOzo5XXnlFn4muU6cO33zzDe+++26+16Kkr3HDhg2LXN/Pz6/Qezz6+fkxfvz4At+P4hrM7fz7LTsAZs+ezezZswtdv7DPaHGfz927d9OrVy+TW4o8SBafiVy5ciUdOnSgatWqDBkyxGRZVlYWU6ZMwWg0YjQaee211/JNy1+8eJGffvqJ3r17M3fu3AeZLoQQQghRqdWuXZvatWvTvXt3jh8/rt/iYdCgQSYX/GjdujW//fYbY8eO5fz58xYsFkV58803WbNmDXfu3CnV9nkz0T179jRrJlqU3vvvv69fIdcSLD4T6eHhwbx589i7dy9Xr141WbZ48WLCw8M5ffo0AP379ycgIIC33npLXydv5nHkyJH897//fXDhQgghhBAi370IT548mW/2rXr16kXOGAo11K5dW/+92xyFzURPnjyZsWPHFjsTLUrv0KFDFn1+i89EDh06lCFDhlCzZs18y9auXcu8efNwd3fH3d2duXPnsmbNGn15amqq/mXYAwcO6PfKEUIIIYQQldvFixeVuHfno6ywmehnnnmmwJnocePGyUz030RFRT20n1GLz0QWJiEhgatXr9KuXTv9sXbt2hEdHU1SUhLOzs5EREQwadIknJycqFq1Kp9//rkFi0uuuMs8V5YGUKNDhQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQxruUaFDhQZRuRQ0E32/vJnowr4fKh4+yg4iU1JSAEzufZL337dv38bZ2ZnHH3+cX3/9tdh9+fv7s3DhQpPHvv766wLX9fb21v8iEBERUeiljstrvbx/37/eTz/9VOxxAezZs6fAL9SWpC/PgzjeotYraF1V3g9Lvi6WWk+F9wPuvicqvS6WXO/+9Svr+9G8eXN5P+4j74e8H8W9H0ajkQYNGpCZmUnVqlWBu1eFvP8Uw4yMDDRNM/llv7h7+xW23v3/Luv+SrNeeRxHWdcrbt0H1afC+1FUT0U/r2rvx/2PVdTrXND/zsuDQSvtJafKmb+/P7/99hs7d+4E7s5EGo1GIiMjady4MQCRkZE0bdqUxMREnJ2dS/1cBoOh1FfaelCioqLw8vKC/oHgYHqqr0d6AqFh79Ar9RYHL10yudeMEEIIIcT9EhMTycjIwM3Nrcj1kpOTSU1Nxd3d/QGVCSEqQmxsLLa2tib3E71fWcZEys4nu7q6Uq9ePZPLOv/222/Ur1+/1API4OBgfHx8yqmw7CIiIiydoEQDqNGhQgOo0aFCA6jRoUIDqNGhQgOo0aFCA6jRIQ33qNBR1gYrKyuysrK4ffs22dnZpf4F09xZkoqkQgOo0aFCA6jRoUIDVEyHpmnk5OSQkpJCZmZmhZ46bPHTWbOzs/Wf3NxcMjIysLKyokqVKkycOJElS5bw5JNPAhAQEMCkSZNK/Vx5940xGAzllV8m586dK/OXae+/ou39nJycMBqNFdpQHlToUKFBlQ4VGlTpUKFBlQ4VGlTpUKFBlQ5pUKujrA3VqlXjzp07JCUlER8fD1Cq35s0TbP471sqNKjSoUKDKh0qNFRUR94ffaysrKhWrRqOjo7luv+/s/ggcvHixSbfV7S3t6dHjx6EhYUxf/58/vrrL1q0aAHAmDFjmDNnTqmfKzg4mODg4LImq0HLBQx069atyNWqO7kQdelCkQNJIYQQQgi4+8un0WjE1dWVrKwscnNzSzVjkp6ejr29fQUUPlwNqnSo0KBKhwoNFdVhZWWFwWCgSpUqFT5Qtvgg0t/fv9AbZdra2vLxxx/z8ccfl8tzqTYTWSaaBmjgMxvsCxkgpsdzO+wdkpOTZRAphBBCCLPl/SJaWrm5uVSrVq0cix7OBlU6VGhQpUOFBpU6Ssvig0hRRvbGfBfeEUIIIYQQQoiKouyFdSqCahfWEUIIIYQQQoiHTaUaRPr5+REWFmbpDCGEEEIIIYR4aMnprBbk7e1t6QQlGkCNDhUaQI0OFRpAjQ4VGkCNDhUaQI0OFRpAjQ5puEeFjvJo0DSNrKws0tPTyc3NLdVtPnJycrhz506ZW8pChQZVOlRoUKVDhYaK6jAYDFhZWWFnZ1fhF9cxaKW9AdBDKO/qrAcOHCj1fY8elKioKLy8vKB/YL7vPHqkJxAauphe6fFcL2C5LjUOvpvJpUuX8PT0rPhoIYQQQigpMTGRjIwM3NzcilwvOzubmJgYsrOzsbW1xdraGoPB8GhclFCIR5imaWiaRm5uLnfu3MHa2pratWsXeYEsg8FQ6jFRpZqJfKSuziqEEEIIUc7S0tLQNA0PDw9sbW0tnSOEKIXs7GxiY2NJS0sr01WWi1KpvhOpmoiICEsnKNEAanSo0ABqdKjQAGp0qNAAanSo0ABqdKjQAGp0SMM9KnSUR4O1tXWZB5ClubdkeVOhAdToKK+GW7du8ddff5VrR0pKCjdv3iQ7O7ssaWVqsISK7LCxscHGxqZCz7yUQaQFnTt3ztIJSjSAGh0qNIAaHSo0gBodKjSAGh0qNIAaHSo0gBod0nCPCh0qNIhHV8eOHenRo0e57nP58uW4u7vz22+/let+RcWqVINIucWHEEIIIYQQ4kGws7PTv1O8fPlyS+eUq0o1iJRbfAghhBBCCFE6UVFR/PHHH+W6T39/fzRNo0OHDuW6XxUsXbqUV155xdIZFaJSDSKFEEIIIYQQpvz9/enUqRPNmjWjV69ejB07lho1avDDDz8AMGPGDH1GrVWrVibbXr58mb59++Lo6Iirqyv//Oc/yczMBO5eFXjYsGG4uLjg5OREt27duH79OgB//PGHvk+DwcCxY8f0fQYHB2MwGJgxYwbu7u54enqaLF+yZAk1a9akU6dOjBw5EoPBQFRUVLHHGRoaymOPPYadnR3u7u5Mnz5dXxYYGEjjxo2xs7Ojfv36zJ8/H4CwsDDs7OwYPnw4Xl5evPnmm7i6urJw4UIAfHx8cHR0ZO7cuTg6Opoc49SpUxkxYkShPStWrKBx48a4uLgwePBgfTuAjz76iIYNG2JnZ0fTpk3ZtGmTybZxcXFERESQlJRU7HFXBBlECiGEEEIIUcmdOHGCdu3asX//fuLj47Gzs2P9+vUAPPPMMwQGBuLq6ppvu7lz5xIaGsrkyZOZPHkyiYmJZGVlAXe/7/jVV18xYsQIpk6dSpUqVUhISADA3d2dwMBA+vTpU2jTrl27GDFiBJcvXyYgIACAw4cPM2/ePDw8PHjiiSf44osvzD7G8ePHExsby5w5c3juuee4ePGivuyHH36gXbt2zJ49m/r167N48WL27NkDQGZmJlZWVly5coXdu3fTsmVLPv30U33btLQ0wsPD8fX1JTw8nNmzZxfbsmnTJqZNm0bLli2ZMmUKBw4cYPTo0QBERkby+uuvU7t2bebPn8+TTz5JZGSkyfYrV66kRYsW7Nixw+zjL0+V6hYfefeJFEIIIYQQQtzj4eHB0qVLCQkJYfr06QQHBxMTEwNAjx496NGjBytXrsy3naZp2Nra0r59e55++ml9sJe3DKBNmzY899xz+Pv7Y2V1dw6rRo0azJgxg5SUFH788ccCm6ZPn87LL7/M1q1buXTpEgDffvstAJ988gldunThzJkzhIaGmnWMmqbh5ORE9+7d6dKli8ntL0JCQnB0dCQ2NpZWrVoxfPhwfv/9dzp27AjcPTX18OHDDBs2DE9PTyZPnmyy361bt+Lu7s7BgwfZu3dvsS3r1q3DycmJFStWYGNjQ3x8PKtXr+bq1av66+bh4cGgQYNo1aqVcrcorFQzkap9J9Lb29vSCUo0gBodKjSAGh0qNIAaHSo0gBodKjSAGh0qNIAaHdJwjwodKjSIh5OVlZU+wLO2tsba2lqfUSzK0qVL6devH88//zw1atRg+PDhpKamAndPg50wYQJz5syhTp069OnTh5s3b5rdVKNGDeDuBWryWvIGtl5eXgA0btzY7P1t3rwZo9FI7969qVGjBgsWLADu3ldx6tSpVKtWjXr16jF8+HDg7gxjnrzXp6DXpkqVKri7uwPg6elJXFxcsS3Xrl0jOTmZpk2b4uXlxerVqwGIjo6madOmrFq1irNnz9KmTRvq16/Pzp07TbbP+y6pn5+f2cdfnirVIFI1zZs3t3SCEg2gRocKDaBGhwoNoEaHCg2gRocKDaBGhwoNoEaHNNyjQocKDYA+GKnsDaBGR2kbzLnPYL169dixYweJiYl88MEHfPnll2zYsAEAFxcXgoODiY+PZ8eOHYSGhvLBBx+UqiVPzZo1AfSZyQsXLpi9bffu3Tl06BBxcXE8++yzLFq0iIiICH788UfWr19P79692bx5s/59R3Pvs3jnzh39+4yXL1/WGwF9tjM9Pd1km7p16+Lq6sqOHTtMfpo1a4amaUyePJnz589z8eJFjEZjvgv0WPo7kZXqdFYhhBBCCCFEyeTdniI5OZnMzEyWL1+Os7MzL774IpMnT+b27du0aNFCv9dj3qmXixcv5tdff6Vdu3ZcuXLFZNn333/PH3/8wS+//ALAxo0bCQsLK/JCNAD9+vUjICCAyZMn0717d7NPZQXo3Lkzjz/+OHXr1uXMmTN6j62tLQBJSUlERkYSEhJi9j7zjBo1ikaNGnH+/HnGjx+vP+7l5YXBYGDNmjXY2Njg5ubGxIkTGTt2LPv27SM4OJhOnToRGxvL3r17+eOPP4iMjMTX15c+ffrg4OBAbGxsvtNZV65cycKFCwkKCrLIbKTl/zRSiUVERFg6QYkGUKNDhQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQxruUaFDhQaA3NxcSyco0QBqdJS1YebMmcycOZOEhARu3rzJzJkzWbJkCQAdOnTgxIkTLFmyhH379jF69Gh9ENW2bVsuXrzIsmXL2LZtG/369WPatGkAbN26lZkzZ+rfh/zwww+ZOXNmsTOL3bp1w9/fn2vXrnHw4EEGDx4MmDfb2qFDB3bt2sXChQu5ceMGS5Yswdvbm969ezNlyhQiIiJYtWoVI0eOLNHr4+DgQJcuXQgJCaFbt24m3wt1d3dn0aJF3L59mzlz5rBs2TIAxo0bx4oVKzh79iyLFi0iJCRE//6lq6srHh4erF27loCAAIxGI5999lmJmiqaQTN3nvYRYjAYzJ6erkhff/21/sG/X1RU1N1zvfsHgkNNk2Ue6QmEhi6mV3o81wtYrkuNg+9mcunSJTw9PUvc8CCp0KFCgyodKjSo0qFCgyodKjSo0qFCgyod0qBWR2ENiYmJZGRk4ObmVuT2ycnJpKam6t/vKq3c3FyLn8apQoMqHSo0lGdHTk4O1tbWAAwbNoyvvvqKtLQ07O3tH1hDHh8fH44dO0ZKSkqJtqvo9yQ2NhZbW9sCr6ibpyxjokp1OqtcnVUIIYQQQoiHW8eOHRk4cCCZmZns3r2bjh07mjWAFOWnUg0i/fz88PPzU+4SuUIIIYQQQgjzODs7s2LFCgC6dOnCxx9/bOGiyqdSDSKFEEIIIYQQD7f9+/dbOkGn0u0DHyTLnxwthBBCCCGEEOKhIYNIIYQQQgghhBBmk0GkBXl7e1s6QYkGUKNDhQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQxruUaFDhQYhxKNPbvGhqAd1iw8hhBBCPPoe9C0+hBCWVdG3+JCZSCGEEEIIIR4y/fv3Z9OmTZbOKJWff/4ZR0dHkx+DwcDx48cBSEpKYsiQITg4OODt7c1PP/2kb3vu3Dn69euHi4tLqSdJ/v3vf/PJJ5+YvX5YWBje3t44ODjw7LPPcvv27WK3ycrKYty4cbi5ueHq6sqAAQOIjo7Wl1+4cIGePXvi7OxMkyZN+OKLLwBIT09nyJAhuLm5sXDhwgL3vWrVKmbNmmV2f0WQQaQFRUREWDpBiQZQo0OFBlCjQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDGu5RoUOFBrhRrPj/AAAgAElEQVR7I3VLU6EBKq7ju+++Y8yYMRZtKKm8jm7dupGSkqL/7NixA09PT9q3bw/A7Nmzyc3NJSYmhvnz5+Pr60t6ejoANjY2jBw5kvfff79UDTdu3GDr1q1MnDjRrPXT0tLw9fVl/vz5xMTEkJOTw9y5c4vdLicnB29vb06cOMGtW7do3rw5fn5++vLXXnuNFi1aEB8fz9q1a5kwYQK3bt1iw4YNdOrUicuXL3P06FEiIyPz7fuFF15g48aN3Lp1y+zjLm+VahAZHByMj4+PpTN0586ds3SCEg2gRocKDaBGhwoNoEaHCg2gRocKDaBGhwoNoEaHNNyjQocKDaJirVmzBkdHR6ytrQkODjZZ5ufnx0svvUSXLl1wcnLixRdfzLf9+PHjGT9+/AOqNU9QUBDjxo3T7+UeEhLCm2++iaOjI2PHjsXJyUm/rUfjxo3x8/OjUaNGpXqu9evXM3DgQKpWrWrW+vv378fFxYWxY8fi6OjIv//9b7Zu3VrsdnZ2dsybNw8PDw9sbGyYOHEix44d05dfuXKFQYMGYW1tTffu3XFyciIqKgpN07CyujtE0zRNP900Li5O37Zq1ar079+fDRs2lOTQy1WlGkT6+flV2nu5CCGEEEKIh98LL7xASkoK3bp1K3D5Dz/8wLZt2/jjjz/YunUrJ06cMFkeHR1tclqlpSUlJbFz507GjRsHQHx8PHFxcXh7e9OnTx/+/PNPWrRoUW5/IPn+++/p0aOH2eufO3eOli1bcuDAAcaOHUvLli25desWCQkJJXreo0eP0rZtW/3fkydPZvfu3WRlZREWFoa9vT2tWrVi3Lhx/PLLLzRo0IBOnTqRm5vLq6++yltvvWUyo+zj48O3335boobyZGOxZxZCCCGEEEKUq8GDB1O/fn0AWrduzfnz52nXrp2+XLUJlS1bttCuXTuaNm0KQGpqKnB3Ju/06dMkJCTg5ORESkpKuTzfqVOnaNasmdnrp6amUr16dWJjYzl9+jROTk4ApKSkFHnRmr+LiYnhrbfeMpk57Nq1K5999hn29vZUqVKFLVu2YG9vD8CuXbs4cuQIq1evZu3atfqM5t+1aNGCkydPmn0c5a1SzUQKIYQQQgjxKDMajfp/V6lShYyMDAvWFC8oKMjk9FoHBwcAsrOzuX79Op06deL27ds4OjqWy/MlJSVRvXp1s9d3cHAgJSUFX19ffv31V/2iOub2pKWlMWjQIGbMmKF/rS43N5dnnnmG559/noyMDI4ePcq//vUvTpw4QWJiIqNGjSI0NJQVK1YQExND+/bt8ff3N9lv9erVSUxMNPs4ypsMIoUQQgghhBAP3JkzZ/j9998ZMWKE/pjRaKRmzZqcOXPGZL3yugeqi4uLWVdXzdOsWbN8LbVq1TJrFjI7OxtfX1+6du3K66+/rj8eFxdHdHQ0L7zwAjY2NvzjH/+gc+fO7Nu3D2dnZ4KCgpg9ezZHjx7F3t6ey5cvc+zYMS5cuKDv4/bt27i4uJh9HOVNBpFCCCGEEEJUEmPGjDH7qq4VLSgoiIEDB+YbkPn6+vLuu++SmprK5s2bSU5OpmfPnsDdi81kZGRw584d/b+zsrLMfs7WrVuX6PuVvXr1IiEhgc2bN5OamkpgYKDJoBfgyJEjNGnShCNHjpg8PmnSJFxcXFi+fLnJ47Vq1cLDw4OgoCByc3O5cOECBw8epGXLlhgMBuzs7IC7V3i1tbXF2toaa2trk+M8e/Ysbdq0Mfs4ypsMIi2ovP6i8rA3gBodKjSAGh0qNIAaHSo0gBodKjSAGh0qNIAaHdJwjwodKjSIitW2bVscHR35+eefeeWVV3B0dCQgIMDs7a9du8a1a9cqsNA8OTk5bNy4scArxb7zzjvA3cGWv78/ISEh+vcFL1++jL29PU899RTR0dHY29sXeBXawvTr148DBw6YvX61atUICQnB39+fWrVqAbBkyRKTddLT07lw4YJ+G5K8znXr1rFjxw6qV6+u3w8zOjoag8HA9u3b2bBhAy4uLvj4+PCvf/2LAQMGmOy3b9++3Lhxg1q1atGsWTOaN2+uLwsLC+Ppp582+zjKm0HLu25sJWIwGFD9sKOiovDy8oL+geBQ02SZR3oCoaGL6ZUez/UClutS4+C7mVy6dKnUN2MVQgghxMMvMTGRjIwM3NzcilwvOTmZ1NRU3N3dH1CZEA9WbGwsHTp04M8//zT7Nh+qyczMpHHjxvz666/6wPZ+sbGx2NraFnnabVnGRI/ETGR4eDgGg8Hk/ilCCCGEEEII8Xe1a9dm1KhRrF271tIppbZmzRrGjBlT6ADyQXgkBpErVqygQ4cOls4osYiICEsnKNEAanSo0ABqdKjQAGp0qNAAanSo0ABqdKjQAGp0SMM9KnSo0ACY3M+uMjeAGh0qNIAaHbm5uSxbtozJkydbvKO0Xn31VZYtW1aONSX30A8id+/eTdeuXfXLAT9MyuumqQ97A6jRoUIDqNGhQgOo0aFCA6jRoUIDqNGhQgOo0SEN96jQoUKDEOLRZ/FB5MqVK+nQoQNVq1ZlyJAhJsuysrKYMmUKRqMRo9HIa6+9RnZ2tr48NzeX1atXW/wvCUIIIYQQQghRWVh8EOnh4cG8efMKvKrS4sWLCQ8P5/Tp05w+fZqff/7Z5OpTmzdvZtCgQfplcIUQQgghhKjMwsLCHooLKh47doyOHTvi5ORE69at2b9/v77Mz8+PKlWq6Fc07dWrl77s3Llz9OvXDxcXl1If57///W8++eQTs9cPCwvD29sbBwcHnn32WbPvM9mnTx/9npK9e/cu8EyByMhI7Ozs8Pf3B+5e6XXIkCG4ubmxcOHCAve7atUqZs2aZXZ/RbD4IHLo0KEMGTKEmjXzX2F07dq1zJs3D3d3d9zd3Zk7dy5r1qzRl586dYrt27fTr18/Tp48yejRox9kuhBCCCGEEKIUJkyYwLBhw0hMTOTNN9/kueeeM/me4Jw5c0hJSSElJYXQ0FD9cRsbG0aOHMn7779fqueNiYlh69atTJw40az109LS8PX1Zf78+cTExJCTk8PcuXPN2nbZsmVcu3aN+Ph4RowYwdixY/Ot88Ybb/CPf/xD//eGDRvo1KkTly9f5ujRo0RGRubb5oUXXmDjxo3cunXLrI6KYGOxZy5GQkICV69epV27dvpj7dq1Izo6mqSkJJydnU2+UOrj48PmzZsL3Je/v3++kfzXX39d4Lre3t76PVgiIiIK/W5Bea2X13H/ej/99FOB+yuNCxcu8Pvvvxe73oM43sLWg4LfE1Xejwf5uuSR9wO9o7K/H3nr3f+eVMb3Q6X1VHg/8pap9LpYaj15P4pez2g00qBBAzIzM/XbGmRmZua7SXtGRgaappGbm4uV1d25huIuAFLYevf/u6z7K8165XEcZV2vuHUL2t/p06d56aWXOHPmDC1btuTTTz+ldevWwN3fecePH4+fnx8AjRo1Yu3atfj4+GA0GsnMzCQzMxNHR0fg7pl7AwcO1Pc/YcIE4O5gpSKO19wLxkRHRzNo0CAAnn32WcaNG8etW7eoVauWyW0n7t+fl5cXXl5ehIWFmTxubt/69esZMGAAtra2BW5z/3Hs27cPFxcXfbJqxowZDB8+nI8++qjY523Xrh1WVlbk5OSQlZXF2bNnTdb/8ssvcXNzw2g06o/l5ORgMBjIzc0lNzeXnJwccnNziYuLo2bNmlhZWVG1alX69evH+vXreeONN4o87oL+d14uNEUsWLBAGzx4sP7v6OhoDdBu3bqlPxYbG6sB2pUrV8r0XKoc9s6dOwtddunSJQ3Q6B+oMTzI5MdjwPtahL1R8yhkuf7TP1ADtEuXLpWq4UFSoUOFBk1To0OFBk1To0OFBk1To0OFBk1To0OFBk1To0Ma7lGho7CGhIQE7caNG8Vun5SUpF2/fr3MHTk5OWXex6PQoGkl78jNzdVatWqlLV++XLtz54727rvvaq1atdJyc3M1TdO0Hj16aEFBQfr6DRs21Pbv36//e//+/VrDhg0LbejRo4fWo0ePkh5Gufh7x6xZs7SAgAAtOztbW79+vdaxY0d92YQJEzSj0agZjUatS5cu2uHDh/Ptq6DjNIePj4+2detWs9d/7733tEGDBmlhYWHamDFjtL/++ksDtPj4eLO2HzBggGZjY6MB2vTp0/XHU1JStFatWmk3b97UJkyYoC1YsEDTNE1LTU3VnnnmGa127dqav7+/FhERoU2ePFmbPHmyyeu3ceNGrXfv3oU+b0xMTLGNZRkTWfx01sLk/fUkKSlJfyzvv6tXr16qfQYHB+Pj41PmtvLy91mOytwAanSo0ABqdKjQAGp0qNAAanSo0ABqdKjQAGp0SMM9KnSo0CDK5uLFi0RGRvI///M/2Nra8vrrr/Pnn38SFRVVLvsPCwvLN4tnCU8//TSfffYZVatWZerUqfrMHsDUqVO5cOEC165dY/jw4QwcOJCEhIRyed5Tp07RrFkzs9dPTU2levXqxMbGcvr0aZycnABISUkxa/tvvvmG5ORkPvnkE55++mn98YCAAMaMGUOdOnVM1q9WrRq7du1i165dXLp0Sf9636pVq0xmt1u0aMHJkyfNPo7ypuwg0tXVlXr16vHbb7/pj/3222/Ur18fZ2fnUu3Tz89Pif/R5Mk77aSyN4AaHSo0gBodKjSAGh0qNIAaHSo0gBodKjSAGh3ScI8KHSo0gOmpnJW5AUreERsbi9FoxNbWFoAqVapgNBqJiYl5YA0VJa8jMTGRgQMH8v7775OZmcnXX3/N4MGDuX79OnD3NFAXFxfs7Ox44403qFmzJocOHSqXhqSkpBJNSDk4OJCSkoKvry+//vqrflGdvAkvc9jb2/Piiy8yZswY4uPjuXjxItu3b2fq1Kn51k1MTGTUqFGEhoayYsUKYmJiaN++vX7hnTzVq1cnMTHR7IbyZvHvRGZnZ+s/ubm5ZGRkYGVlRZUqVZg4cSJLlizhySefBO6O2CdNmmThYiGEEEIIISpG7dq1iY+PJysrC1tbW7KysoiPj6d27doA2NnZmdzyLjk52WR7VQaMRTl//rzJ7f26du1KgwYNOHjwIL6+vvnWt7a2LrfndnFxMfvqqgDNmjUzuZLrmTNn9CuullRKSgoXL17k6tWrnD9/Hnt7e5PlERERbNmyhaCgIOzs7NizZw/29vZcvnyZYcOGceHCBRo3bgzA7du3cXFxKXFDebH4p2zx4sXY29uzZMkSdu/ejb29PX379gVg/vz5dO7cmRYtWtCiRQu6dOnCnDlzSv1cqp3OmncBk8reAGp0qNAAanSo0ABqdKjQAGp0qNAAanSo0ABqdEjDPSp0qNAA5l9c5VFvgJJ3NGrUiEaNGvHRRx+RlZXFBx98QOPGjfHy8gKgSZMm/N///R8AoaGh+U7zdHNzIyYmxuTKnX9vGDNmDGPGjCnt4ZRJXkfTpk1JS0tj9+7daJrGsWPHOHv2rD6T/sUXX5Camkp2djZr1qwhJiaGzp07A6BpGhkZGdy5c0f/75JcOKZ169aFXqCqIL169SIhIYHNmzeTmppKYGAgI0aMMFnnyJEjNGnShCNHjuiPnT17Vj+OzMxMFi1ahK2tLc2bN2fIkCHk5OSgaRqapjFhwgQWLFjA1q1bMRgM+u0Lc3JysLW1xdraGmtra5PjPHv2LG3atDH7OMqbxQeR/v7++guY95N3yqmtrS0ff/wxCQkJJCQksHLlSmxsSj95qtrprCX5AD/KDaBGhwoNoEaHCg2gRocKDaBGhwoNoEaHCg2gRoc03KNChwoNomwMBgNbt24lJCSEmjVr8uWXX+qDC7h7S4hDhw7RuXNn9u7dS4MGDUy2b9asGc8//zytWrWiXr16/PDDDybLr127xrVr1x7Y8RTE1dWVL774gjlz5uDk5MTIkSP58MMP9SvQrlixAjc3N2rUqEFQUBDffPONPvN3+fJl7O3teeqpp4iOjtZPFTVXv379OHDggNnrV6tWjZCQEPz9/alVqxYAS5YsMVknPT2dCxcukJ6erj9mZWXFhx9+SL169ahVqxZ79uxh9+7dJToNtm/fvty4cYNatWrRrFkzk9PVw8LCTL5j+aBZ/HTWByk4OJjg4GBLZwghhBBCCFGo1q1bc/jw4QKXNW7cmFOnTun/DggIyLfOxx9/zMcff6z/++8zkapMqDz99NOFDoKK+v6jp6enyS1ASmr8+PF06tTJ5HY3xfHx8eH8+fNFLr+/ydvbm4MHD5q1/8LGJ9bW1oSEhOR7PDMzk++++67A9/5BsfhM5IOk2kykEEIIIYQQ4sGpXbs2o0aNYu3atZZOKbU1a9YwZswYfWbUEirVTKQQQgghhBCiclu2bJmlE8rk1VdftXRC5ZqJFEIIIYQQQghRNpVqEKna1VmFEEIIIYQQ4mFTqQaRqn0n0tvb29IJSjSAGh0qNIAaHSo0gBodKjSAGh0qNIAaHSo0gBod0nCPCh0qNAghHn0GrSyXN3pIGQyGMl3V6UGIioq6ez+g/oHgUNNkmUd6AqGhi+mVHs/1ApbrUuPgu5lcunQJT0/Pio8WQgghhJISExPJyMjAzc2tyPVSUlKIj4/HaDRib29frjd5F0JUvNzcXNLT04mPj8fJyQlnZ+dC1y3LmKhSXVinst7i4+rVq4Uuc3Jywmg0PsAaIYQQQqiqWrVqZGZmkpCQwF9//YXBYNDvTyiEUJumaWiahpWVFfb29iW6J2VJVapBpJ+fH35+fsr8H8OIiAiTm4aWuztpYLCiW7duha7i4OhE9OVLFh9IVvhr8ZA0qNKhQoMqHSo0qNKhQoMqHSo0qNIhDWp1lLXBysqKGjVqYDQauXPnDrm5uSb3GDRXVlYWtra2pe4oDyo0qNKhQoMqHSo0VFSHlZUVVlZWVKlSpcLHO5VqEKmac+fOVez/Z5OdAVou+MwG+wIGienxpIa9Q3JyssUHkRX+WjwkDap0qNCgSocKDap0qNCgSocKDap0SINaHeXVYDAYzL4Re0FSUlJwcHAoc0dZqNCgSocKDap0qNCgUkdpySCyMrA3Fv69SSGEEEIIIYQogUp1dVYhhBBCCCGEEGVTqQaRcp9IIYQQQgghhCibSnU6q2oX1hFCCCGEUI2maaSnp5ORkUFubm6pbgGQlZVFenp6BdQ9XA2qdKjQoEqHCg0V1WEwGLCyssLOzg47OzusrCpuvrBSDSKFEEIIIUThsrKyuHnzJpqmUbVqVWxsbEr1i6iVlZXF/2ivQoMqHSo0qNKhQkNFdWiaRnZ2NnFxcQDUqVOnTBfIKooMIi3I29vb0gnKUOG1UKEB1OhQoQHU6FChAdToUKEB1OhQoQHU6JCGe1ToKGtDeno6BoOBunXrlmkWIzc3t0JnQR6WBlU6VGhQpUOFhoruyM3NJSYmhrS0tAobRFr+FazELH0ZcJWo8Fqo0ABqdKjQAGp0qNAAanSo0ABqdKjQAGp0SMM9KnSUR4O1tXWZf7lV4Zd0FRpAjQ4VGkCNjrI0xMfHExsba/EOc/ZtbW1dYfsHGUQKIYQQQgghRLGGDh1Ko0aNLJ2hhEo1iFTt6qwRERGWTlCGCq+FCg2gRocKDaBGhwoNoEaHCg2gRocKDaBGhzTco0KHCg1w93Q6S1OhAUrXYWdnh8FgwGAwsHz5cos0lMTy5csxGAyEhYWVqOPYsWMYDAb8/f0rLq6YhvKwfft2DAYDwcHB+ZYVdowl6Rg4cKAS3+P8u0o1iPTz8yv2w/0gnTt3ztIJylDhtVChAdToUKEB1OhQoQHU6FChAdToUKEB1OiQhntU6FChQZTd0qVLeeWVVyydIe4TFhZGSkqKpTOUUKkGkUIIIYQQQpRUaGgobdu2xc7ODnd3d6ZPn64vCwwMpHHjxtjZ2VG/fn3mz58P3B1w2NnZ4evri5eXF2+++Saurq4sXLgQAB8fHxwdHZk7dy6Ojo5069aN69evAzB16lRGjBhRaM+KFSto3LgxLi4uDB48WN8O4KOPPqJhw4bY2dnRtGlTNm3aZNYxGgwG+vbtyz//+U+cnJz0ToCYmBiGDh2Ki4sLzZo1Y926dQBERUVhMBiYOXMmAD179jR7ZtHT05OOHTsCsHDhQgwGg8kZg3mvz+LFi3FxccHV1ZVjx46RmJjIoEGDqFmzJg4ODjz++OP6JFFez5gxY3jsscdwdXXl888/1/cZGhrKY489lu99DA4OplGjRnTp0oW2bdvy2muv4erqypo1awBYuXKlPjPs6OiY73Xz9fUFYOLEiRgMBvz8/Mw6xsLex6ysLF588UWcnZ0ZMGAAGRkZ+V6/uLg4IiIiSEpKKva1rggyiBRCCCGEEKII48ePJzY2ljlz5vDcc89x8eJFfdkPP/xAu3btmD17NvXr12fx4sXs2bMHgMzMTKysrLhy5Qq7d++mZcuWfPrpp/q2aWlphIeH4+vrS3h4OLNnzy62ZdOmTUybNo2WLVsyZcoUDhw4wOjRowGIjIzk9ddfp3bt2syfP58nn3ySyMhIs49z//79tG3bFhcXF95++20SEhIAGD16NN988w2TJk3C1dUVPz8/wsPDMRqNBAYGMnDgQABeeeUVAgMD6du3b7HPNXfuXF5//XUA+vTpQ2BgIJMnTzZZJy0tjTVr1vCvf/2LoUOHkpmZSWJiIkePHmXEiBFMnz6dCxcuMGbMGJPtvv76a/r374+mabz55pv640W9j5cuXcLT05OTJ09y4sQJ3N3dWbt2LQBdu3YlMDCwwO9DBgYGMn78eABGjBhBYGAgI0eOLPYYi3ofN27cyOeff067du2oXbs2oaGh+Z535cqVtGjRgh07dhT7WlcEucWHEEIIIYQQRdA0DScnJ7p3706XLl2oUqWKviwkJARHR0diY2Np1aoVw4cP5/fff9dnoN555x2OHDnCsGHD8PT0NBkoaZrG1q1bcXd35+DBg+zdu7fYluDgYJycnFixYgU2NjbEx8ezevVqrl69iqZpAHh4eDBo0CBatWqFwWAw+/t3HTp04L333sPW1pZly5YRHR1NWloaoaGhPP/88yxfvpwrV67QoEED1q1bx2effcaMGTMA+OabbxgxYoTZ1x958cUXOXbsGB9++CFdunTR9/N3mqbx448/0qRJE/2xzMxMLly4QE5ODvHx8fz5559s3bqVW7du6es888wzBAQEcPHiRbZt20ZSUhLOzs5Fvo8A69atY8uWLTz//PNERUWxbds2ANq1a0e7du345ptviImJMdlmxowZbN++nfXr19OvXz99FrK4Y1y3bl2h72Pe5yDvs/HLL79w/vx5s17XB0VmIoUQQgghhCjC5s2bMRqN9O7dmxo1arBgwQIAsrOzmTp1KtWqVaNevXoMHz4cuDuDlsfKykq/5YK1tTVZWVn6sipVquDu7g7cPfUx7ybxRbl69SrJyck0bdoULy8vVq9eDUB0dDRNmzZl1apVnD17ljZt2lC/fn127txp9nHWqFEDuHthH7h7WuXVq1cBaNy4MQD169fH1taWa9eumb3f0rK3tzcZQAKcP3+eTp064eTkhKenJ1u3bgVMX/OCjgMKfx/z2NraAhT4XpW3a9euFfo+xsXFmXw2GjZsmG97f39/NE0zGbQ+SDKIFEIIIYQQogjdu3fn0KFDxMXF8eyzz7Jo0SIiIiL48ccfWb9+Pb1792bz5s369wjzZgSLc+fOHf17cJcvX6ZmzZr6srxZsvT0dJNt6tati6urKzt27DD5adasGZqmMXnyZM6fP8/FixcxGo1lvkBP3bp1AfRTP69cuUJWVhYeHh76Onn3PCzplU+L266geykuXryY06dP8/bbb7N9+3Z95tOc17x79+4cPHgw3/tYGHPfx6KOo7BlRb2PNWvWzPfZuJ+lvxMpp7NakLe3t6UTlKHCa6FCA6jRoUIDqNGhQgOo0aFCA6jRoUIDqNEhDfeo0KFCw6Ooc+fOPP7449StW5czZ84Ady+okjdzlZSURGRkJCEhISXe96hRo2jUqBHnz5/Xv1sH4OXlhcFgYM2aNdjY2ODm5sbEiRMZO3Ys+/btIzg4mE6dOhEbG8vevXv5448/iIyMxNfXlz59+uDg4EBsbGyZbw1Rr149fHx82LBhA66uroSHhwMwbtw4fZ28AeXKlSuJjo7WT/8sTt5M21dffYWnpyceHh7069evyG3yXvPr16+TlJTEkSNHzD6Wzp070759e+rVq2fyPhbns88+IykpSR9A5912Je/01LzjX7duHQaDgaZNm9K1a9cij3H06NGFvo+9evVi8+bN+mfjzz//zNe0cuVKFi5cSFBQkEVmIyvVTKRq94ls3ry5pROUocJroUIDqNGhQgOo0aFCA6jRoUIDqNGhQgOo0SEN96jQoUIDFDyD9DA3dOjQgV27drFw4UJu3LjBkiVL8Pb2pnfv3kyZMoWIiAhWrVqlX1DF3A4HBwe6dOlCSEgI3bp1IyAgQF/m7u7OokWLuH37NnPmzGHZsmUATJgwgRUrVnD27FkWLVpESEiI/v1LV1dXPDw8WLt2LQEBARiNRj777LMyvxabN2+mf//+fPrpp8TFxbFmzRp69OihLx80aBADBgxg7969TJw4sdBTaO/vcHd3Z9asWcTGxjJp0iSWLl1abIu/vz+dO3cmKCiIY8eO8eyzz5p9HB06dGD37t353sfiLFmyhJkzZ3Lx4kXu3LnDzJkz9SvSAjzxxBOMHz+ekydP8vzzz5tcEbawY5w4cWKh7+O4ceOYMGECJ06c4MaNG/Ts2dPsY3xQDJq587SPEIPBYPb0tKVERUXh5eUF/QPBoabJMo/0BEJDF9MrPZ7rBSzX3ToPB94pcB8ApMbBdzP1q1EJIYQQ4tGUmJhIRkYGbm5uRa6XnJxMamqqPnsiKo6Pjw/Hjh2T+w6KChEbG4utrS2urq6FrlOWMZHl/0xUiVZtQlMAACAASURBVBV1DnZlo8JroUIDqNGhQgOo0aFCA6jRoUIDqNGhQgOo0SEN96jQoUIDlPy7cY9qA6jRoUIDqNGhQgOo01FaJR5EtmjRgqVLl3LlypWK6KlUzp07Z+kEZajwWqjQAGp0qNAAanSo0ABqdKjQAGp0qNAAanRIwz0qdKjQIIR49JV4ELlo0SKOHj1K8+bN6dWrF0FBQTINL4QQQgghRAmEhYXJ79DioVXiQaSvry9ffvklN27cYPz48Wzbto26devy3HPPsWvXLnJyciqiUwghhBBCCCGEAkr9nUgnJycGDhzIwIEDqVu3Lnv37mXmzJnUr1+f//3f/y3PRiGEEEIIIYQQiijxIDItLY3Nmzfz9NNP07BhQ/bs2cPChQu5efMm586dY9WqVUyZMqUiWoUQQgghhBBCWFiJB5G1a9fmvffeo2/fvkRFRbFr1y58fX2pUqUKAEOGDMHJyancQwsSExNDly5d6NGjB127duWPP/54IM8ryt/t27eJiooq9Cc+Pt7SiUIIIYQQ5crf379UN4oPCwsr8e3Zpk+fjqOjI1ZWVoSFhZX4OcvbL7/8Qs+ePXFwcMh3H3d/f39sbW1xdHTE0dGRxo0bmyyfPXs2rq6u1KlTh5UrV5b4uVetWsWsWbPMXv/UqVO0b9+eatWq0bNnT65du2bWdn5+fri5ueHs7MwTTzzB4cOH9WVZWVm88MILVK9enQYNGrB9+3YANE1j0qRJ1KlTh5dffrnAW3B8++23Bd6T9EEq8SDy8OHDHD9+nKlTp1KrVq0C1/n999/LHGaOmjVrEh4ezoEDB1i8eLFZNyhViTk3N60M4uPjeWXyv/Dy8ir0x9OrcYUPJFV5P1ToUKEB1OhQoQHU6FChAdToUKEB1OiQhntU6FChQajpvffeIyUlhQYNGlg6BQA7Ozteeukl5s6dW+DyMWPGkJKSQkpKChcuXNAf/+KLL9iyZQunTp1i3759zJ8/n+PHj5v9vHfu3OGdd97hjTfeMHubkSNH4uvry19//UWLFi2YPHmyWdu98cYbXLp0iaSkJN5++20GDx6s39rjgw8+4OTJk0RHRxMcHMzEiRO5fv06P/74I9bW1vpAdd++ffn2+/TTT3P69GlOnjxp9jGUtxIPIr29vcnIyDB5LCMjg6ysrHKLMpe1tTVWVncPITExkbZt2z7whrJo3ry5pROUkJycTGpKMvjMhv6B+X98ZnM7OZHk5OQK7VDl/VChQ4UGUKNDhQZQo0OFBlCjQ4UGUKNDGu5RoUOFBkD//ayyN0DBHYcOHcLR0ZGAgAA2bdqkz7glJSUBcPXqVZ566ilcXFxo06YNP//8s76ti4sL/fv3Jzo6Wt/um2++AeDIkSM88cQTODs74+XlRUBAAJqmmf1arFy5skI/Q3/vaN++PaNGjcLDw6NE+wgJCeHFF1+kXr16tGrVimHDhrFt2zazt9+1axetW7emTp06Zq1/+vRpLl++zLRp07C3t2fOnDl899133L59u9ht27Zti729PZqmkZWVRWxsrD4psn37dqZOnYqrqyu9evXiiSeeYOfOnYW+X/Hx8SazkiNHjuTzzz8386jLX4n/1zVs2DD9g5rnu+++Y+jQoaUKWLlyJR06dKBq1aoMGTLEZFlWVhZTpkzBaDRiNBp57bXXyM7ONlnnzJkzdOnShddee40ePXqUqkEowt4IDjXz/9gbLV0mhBBCCFFuOnfuTEpKCnPmzDGZcXN2dgbg5ZdfpkWLFsTGxjJ37lyGDRtGWloacHfi5LvvvqNBgwb6dgMHDgTu/u789ttvc+vWLUJDQ/nggw/49ttvze6Ki4tT5l6jO3fuxGg08thjj5kcw7lz52jZsiXTpk3jiy++oGXLliVq/u6770o0Zjh37hyNGzcmKiqKp556Cnd3d+zt7YmMjDRr+1dffRU7OzsGDhzIsGHDqFmzpslxjBo1ivDwcP04+vbtS2Zmpj64btasGTNnzmTatGkmA1cfH58SvbflrcSDyPDwcAYPHmzy2IABAwgPDy9VgIeHB/PmzePFF1/Mt+z/s3fn4U3U+QPH3ym0UOjNjQVhUcoloMupYAsegCgotyJYEVl2F1b9rcghYFEOBcULVBSwPi6Kggss3itQkEVBwMrhtiC2lnJWel/QNvP7o9uUtgGaNMl8Sj+v5+mzkkxn3slMsv1mJjPz589n586dHD58mMOHD/Ptt9+ycOHCMtN06NCBXbt28emnnzJ16lSnGswSFxdndoK6iJT1IaFDQgPI6JDQADI6JDSAjA4JDSCjQxtKSeiQ0ADYDtmr6Q3geEdBQQFffvklTz75JD4+PowePRo/Pz927959xd/t06cPd955Jz4+PrRu3ZqIiAgOHDhQ6YaoqCi738Fzlcp2jBo1ivj4eM6cOcOMGTMYOXKkbdCWk5ODv78/R48e5cSJEwQEBDh0vc2DBw/Stm3bSk9fsry0tDQOHTpEYWGhQ8t84403yMrKYu3atYwePbrCfH/++WfOnDljm6fFYmH16tVs374dLy8vFi9ezKRJk4iOji5z3pn27dtz7Ngx24cLnubwILJ+/frk5OSUuS0rK4v69es7FTBs2DDuvfde26j8YqtXr2b27Nk0a9aMZs2a8fTTT7Nq1Srb/efPn7f9d1BQEPXq1XOqwSxSPulRxaSsDwkdEhpARoeEBpDRIaEBZHRIaAAZHdpQSkKHhAZVNb///jtWq7XM4ZZNmzblzJkzV/zd+Ph4Bg0aROPGjQkKCmLjxo1cuHDBnblu0aFDB5o0aYK3tzejR4/m1ltv5euvvwaKxyLZ2dls3ryZJ554gqysLPz8/Co974yMDPz9/Ss9fcnyevXqxYkTJ6hTp47Dyyz5MOC5557jv//9b5n5/vTTTwwfPtw2T6vVysMPP8z777/PM888Q0BAAH369GHSpEll5lnyGNLT0yvd4Uq1Hf2FQYMG8eijj7J8+XIaN27MqVOnmDJlCnfddZdLw9LS0khOTqZr166227p27UpSUhIZGRkEBgayf/9+ZsyYgZeXF4ZhsHTpUrvzioqKYt68eWVu27Rpk91pw8LCbMeCx8XFXfLN2FXTlXSUn27Hjh125+dO7nq8WVlZFT4ladOmje1MW//5z38q1Xfs2LFLnrTJ3evD3dvBxdOV8PRyL54O7L9GzHheNm3aVOPXR8l05ddJTVwfkqaTsD5K7pP0vJg1na6Py08XEhJCy5YtOX/+PHXq1AGKP4wvf06L/Px8DMPAarXavpd1pb1Hl5qu/L+rOj9npnPF46jqdJeb1mKxVJgmJCQELy8vTp06RWhoKACnT5+mcePGFeZVfr5//vOfbd+t8/b2Zvjw4bZpSv7Xy8uLoqKiK7aVfxyumq78csv/r735lfytb7Vauf766zl8+DBDhgwBir/aFhYWVum+oKAgMjIyLjl9+cdx3XXX8csvv5Cfn4+Pjw8nTpwgNzeX6667rlKP9+L5FRUVcfDgQcLCwmjbti2HDh2ic+fOtsdx3333AcVf9/P19eXIkSMcOHCA3377jb/97W9888033H777QC2788GBARctsHe69wlDAelp6cbd999t2GxWAxfX1/Dy8vLuPvuu420tDRHZ1XGM888YwwdOtT276SkJAMwUlJSbLedPXvWAIzjx49XaVlOPGy32Lhx4yXvS0hIMACDQUsMRrxb5qf54KVGnG+I0fwS99t+wmdech6MeLf4djASEhLc9hjPnTtn+AcEFXdc6cfETsO4/PrwJAkdEhoMQ0aHhAbDkNEhocEwZHRIaDAMGR3aUEpCx6Ua0tLSjFOnTl3x9zMyMoyTJ09WuaOoqKjK87gaGgzj8h0rVqwwevToYRQWFpa5feDAgcZjjz1mXLhwwVi7dq3RsGFDIzs723Z/fHy8UbduXePs2bNlfq9bt27Giy++aBiGYfznP/8x/Pz8jGeeeaZMQ79+/Yz58+fb7Xn11VeNNm3aOPwYK+vijqKiIiMvL894++23jb59+xp5eXlGQUGBYRiGsWHDBiM9Pd0oKioyPv30U8PPz884cuSIYRiG8dFHHxmtWrUykpOTjUOHDhnBwcHGDz/8UOmGyMhIY9GiRQ51d+jQwVi0aJGRm5tr/PWvfzXuvvvuMvcnJycbbdq0MT755BPbbWfPnjXefvttIz093SgoKDBWrlxp+Pj4GL/++qthGIbx/PPPG927dzfS0tKMbdu2Gf7+/saJEyfKzPfnn382hg4dahQUFBh//etfjS+++MJ2386dOy+7rs6cOWOkpqZe9nFVZUzk8OGsgYGBbN68mZMnT7J9+3ZOnDjB5s2bCQoKcsGQtlTJLuKSUfbF/+3ILmhlrszMTLIy0y995tVBS6Bn5U6TrJRSSil1NRk1ahT169fnmmuuITQ01HYm+hUrVnD48GEaNWrE/PnzWbduXZmvjrVt25YJEybQqVMnQkND+eqrrwBYsmQJK1aswN/fn8WLFzNgwIAKy1ywYAHvvvsu9evXr3B5jdTU1DKX03CnHTt24Ovry6RJk/j222/x9fVl/vz5AKxZs4aWLVsSGBjI7Nmz+fjjj7n++uuB4uds9OjRdOrUiX79+vHss8/SrVu3Si934MCBbN++3aHWtWvX8tFHHxESEsKhQ4d46623ytxfUFDAsWPHylxJwMvLi7Vr19KmTRuCg4N5/fXXWbduHa1btwbg8ccfp1OnTrRo0YJx48axevXqCmeqbd++Pddeey2NGjUiNTWVO++803ZfTEyMy48EdYTDh7OWaNq0KU2bNnVlSxnBwcGEhoYSGxtrO+wxNjaWFi1a2M5c5ajo6Giio6NdWKkqreTMq/bkuvf6j0oppZRSEgUFBbF169YKt7ds2ZJ///vfl/3d5cuXs3z58jK3RUREcOTIkQrTXny4Y+/evS95ZtGoqCiioqIqUV51ERERlzyJz7p16y77u88//7zT14cfOnQo06ZN48yZM5W+zMcNN9zAjz/+eMn7W7VqVeGxNGjQwO41Hkt4e3uzevVqVq9efdllv/rqq7z66qsVbl+7di1r1qy5Qrn7ODyItFqtfPrpp8THx5OXl1fmvrlz5zocUFhYaPuxWq3k5+fj5eWFj48PDz/8MAsWLOCWW24BYOHChUycONHhZZSIjIwkMjKyzPHnSimllFJKqZrBx8eHmTNnsnTpUl544QWzc5zy+eef06FDB9v3Kc3g8CDy/vvvZ+vWrXTv3t32xWzA6YHZ/Pnzy5z0xtfXl/DwcGJiYpgzZw7nzp2jffv2AIwdO5ZZs2Y5tRyQtyfy4pN2KPNJWR8SOiQ0gIwOCQ0go0NCA8jokNAAMjq0oZSEDgkNSkn35z9X769S3XXXXaYeygpgMS61H/kSAgICiI+Pp1mzZu5qcjuLxeLWa+C4QmJiYvEx04OWVDgMtHleGlu3zqd/Xion7dxvk3IEti+yOw8Acn6HL6aRkJBAq1atXP8guPzjkNSplFJKXc3S09PJz8+/4leRMjMzycnJqdZ/5yml4OzZs3h7exMcHHzJaaoyJnL4xDodOnQoc8pipZRSSimllFI1h8OjwV69ehEREUFUVBSvvfZamR/poqOjiYiIMDvDpuR6fEoGKetDQoeEBpDRIaEBZHRIaAAZHRIaQEaHNpSS0CGhASp3rcCIiIgrfs1o8uTJLFy4sMxtI0eOxM/PD4vFQmJiYpUaPMFdHVd6/FdqiImJ8fgRXq56Lj7++GNatmyJv78/EydOpLCw0KGGQ4cOcfPNN1f6dzIyMrj33nupX78+YWFhDl3PfebMmQQHB9OkSROWLVtWpuO1116jSZMmhISElDlT7ooVK2jevDm33XYbKSkpFeaZkpJChw4dOH/+fKU7XM3hQeRPP/1E06ZN2b59Oxs2bLD9bNy40R19LhUZGUlMTIzZGTaXumCwMoeU9SGhQ0IDyOiQ0AAyOiQ0gIwOCQ0go0MbSknokNDgSm+99VaF82GsW7eO7Oxsk4qU2ZKTk5kwYQLR0dEkJSXx008/Obwza+7cuTz55JOVnn7mzJlYrVbOnDnDnDlzGDlyZIUTjNrz8ccf8+GHH3Lw4EG2bNnCnDlz2LdvHwB79uzhmWeeYcuWLRw4cIA1a9bwz3/+k5ycHFavXs2RI0eYMGGC3TOzNmrUiP79+/POO+9U/kG7mMODyG3bttn9sXd6YqWUUkopVTOFhoZW2DN6/vx56tatS1ZWFgCHDx+mc+fOBAYGljnR4jfffIOfnx/e3t4OX3Ligw8+oH379jRs2JAxY8aUuXbf5eTk5PCXv/yFa665hoYNGzJ16lTbfTt27KBz584EBQUxYMAAkpOTbfe1atWKefPm0aZNGxo0aMDKlStt90VERPDUU0/ZfYyFhYXMmjWLli1b0qxZM6Kiosp8P+3HH3/k1ltvJSgoiLCwML744gsA7rnnHtv11Dt27Iifnx/Tp08v89zdeOONBAcHM3DgQE6dOlXmuSlZ3ieffFLhOdizZw/t2rVjz549lXrOzLBp0yZ69+5N//79CQ4O5rHHHmPt2rWV/v2TJ0+yY8cO7r777kr/zrp165g+fTp+fn48+OCDBAQEsG3btkr93qOPPkpoaCidOnVi+PDhfPTRRwCsX7+eESNG2K71OXHiRNvjsFgsFb6vWFBQUGZbvv/++3n77bcr/RhczakvNxqGwYEDB/jyyy+B4hdBUVGRS8PcQdrhrEoppZRSV6uePXva9rqUOHjwINdffz3+/v4AbN26le3bt7N161bmz5/P2bNnAbj99tvJzs5m7NixDi1z165dTJ06lQ8++ICTJ09Sr149Zs+eXanfffzxx0lKSuLAgQMkJSXRp08fAHJzcxkxYgRz587l7NmztG3blj/96U9lfnfPnj0cOnSIlStXMm3atDKHbW7bts3uY1y8eDFbtmxh7969HDx4kI0bN7Jhwwag+PDJAQMG8NBDD5GSksJXX31F3bp1Adi8ebNtT+zhw4fJzs62XaoiISGB++67j8WLF5OSkkLPnj1trSdOnGDSpEmsX7+e+Pj4Cuum5LHGx8eTm5tb6efc0+Lj4+nQoQMffvgh06ZNo0OHDg7tgf/3v/9N9+7d8fHxqdT0qamp/P7774SFhXHHHXdw9OhR2rdvX6lllrT+3//9Hx9//HGZ1pL7XnrpJV555RXbffXr12f8+PFcd911rFq1iokTJ/LKK69w//33lzl8uWfPnvzyyy9lPtDwJIcHkfHx8XTs2JHw8HBGjBgBFO+qfeihh1we52rSDmdVSimllLpalQwi8/LyaNCgAUePHmXfvn306tXLNs3YsWMJDg7mj3/8I40aNeLXX3+t0jLfffddJkyYwI033oiPjw9/+9vfKvWVK6vVyvvvv89LL71EgwYNqFevHqNHjwbgu+++IyAggBEjRuDj48O0adP46quvynwP75FHHsHX15fBgweTnp5uGygCPPDAA3Yf47vvvsvcuXNp3LgxDRs2JDIy0tb66aef0qZNGx555BG8vb1p1aoV/fr1u+Lj+OCDDxg4cCB33HEHtWvX5oknnuCzzz6joKCAr776it69e9OjRw8CAgLsXuYiIiICwzBE73TJycnB39+fEydOcPToUQICAhw6vPnQoUO0bdvWoeUB1K1bl8OHD5OWllbpZZa0Hj16lBMnTpT5vdzcXPz9/UlMTCQhIaHMfX/5y184ePAg4eHhPP3003Tp0oX169eXuS5k7dq1ue666zhw4EClH4srOXydyEmTJvH4448zadIk2ylj77rrLqZNm+byOKWUUkopVT316tWLOXPmsGvXLlq0aMGWLVvYv39/mUFkSEiI7b99fHzIz8+v0jKTk5NZs2aN7btihmFU6qQrKSkpnD9/3u6JZs6ePUuTJk1s/27atClFRUX8/vvvtkumlDyOkr1bFz+Oiy+xcPFjTE5O5v7777dd9aCoqMi29zM5Odmpk94kJyezefNmgoKCbLd5e3tz5swZzp49S+PGjW23X/yYqpP69euTnZ3N/PnzefLJJ/nxxx9th/dWRkZGxhUvdVN+eVB85OXJkycByMrKqtQyS1o3b94MwMsvv2z7vXr16pGdnc3rr78OwIYNG2z3LV68mCNHjjB16lSOHTvG+PHjadOmDevXr6dhw9LL4fn7+5Oenl7px+JKDu+JPHDgAI8++ihQfLwuQGBgoOjd3koppZRSyrO6detmO6HIwoULiYmJqbAnsirsXeMuNDSUZ599lvT0dFJTU8nIyLDtSbqcRo0aUadOHbtnO23cuDFnzpyx/fv06dN4eXmV+WPeGaGhoWzdupX09HTS09PJysqyfe8xNDT0imdeLfk7vPw8J06caJtnyfVBQ0NDady4cZk9pBc/puqkbdu2/Pzzz7Z///zzz4SFhVX694OCgmzfya2MkJAQGjZs6NQyL9d6ufumTp3KypUr6dKlC4sWLSI2NpZHH320wgmEsrKyynxg4EkODyJbtWrFt99+W+a277//njZt2rgsyl2kfSfSkQ1euZ+U9SGhQ0IDyOiQ0AAyOiQ0gIwOCQ0go0MbSknokNBQol69elx77bVs3LiRAQMGkJ6eTlJSEu3bt3fJ/Fu1asWuXbvK3PbQQw+xfPlyDh48CMDx48fZtGnTFefl5eXF2LFjmTZtGqmpqeTl5bF+/XqgeI9qeno669evp6CggCVLljBgwABq13b4gL4KrXPmzOHMmTNYrVYOHDjAf/7zHwAGDx7ML7/8QnR0NIWFhRw/frzCV7KaNm3KoUOHytw2ZswY1q1bx86dOzEMg5SUFNuJXAYMGMD333/Pnj17yMrK4q233qrQtHv3bq677jp2795dpcfmTkOHDmXXrl3ExMSQnp7Oq6++ajv0uDI6derk8FmMR44cyeLFi8nJyeGDDz4gMzOzwuHFERERZU5wBDBq1CjeeecdTpw4weHDh/nkk08YNWoUACNGjGD9+vUcPnyYEydOsHLlStvj8PX1tc3DMAxq1aqFj48PFy5csN1eWFjIL7/8UuYQV09yeBA5b9487rrrLiZNmsT58+eZM2cOw4cPd/jMWWaQ9p3Idu3amZ2gLiJlfUjokNAAMjokNICMDgkNIKNDQgPI6NCGUhI6JDQAtkM0e/bsSbt27ahVqxY33XQTXbt2td13OSVnIF2zZg0LFy7Ez8+PyZMnl5nm5Zdf5qmnnsLPz892lso+ffqwcOFCxowZQ2BgIP369ePYsWOVan7llVdo3rw5HTt25JprrrFdeaB+/fqsX7+eefPm0ahRI+Li4uwOwK70XJQ3ffp0/vjHP9KzZ0+CgoKYMGGC7TtxQUFBfPnll6xatYoGDRoQHh5eYY/qwoULmTx5Mtdcc43t7/A2bdrwj3/8g8cff5zAwEBuuukm9u3bh5eXF9dccw0rVqxgxIgRtG3blvDw8ApNeXl5HDt2rFKXr3BGZdb9lbRo0YLVq1czbtw4WrRoQefOnXnssccq/fsDBgxg7969ZQZkV7Jo0SKgeI91VFQU69atKzPQA0hMTKywd3fUqFGMHj2aTp060a9fP5599lm6desGQO/evXnmmWfo168fnTp14v7772f48OEVlv3EE0/Qtm1bFi9eXOZxlgz4Q0NDK/04XMlilD8OoBL27t3LqlWrSEpKokWLFkyYMIEePXq4o88t7B3+IE1iYiKtW7eGQUugftnDJZrnpbF163z656Vy0s79NilHYPsiu/MAIOd3+GIaCQkJbrvY7OUeh6ROpZRS6mpWcljjlb4LlpmZSU5ODs2aNfNQmVKeN3z4cMaOHcuwYcPMTnHaX//6V9q3b8+UKVPs3n/27Fm8vb3LfCe3vKqMiZz6OKBbt268+eabfPbZZ7z11lvVagApSflrJylzSVkfEjokNICMDgkNIKNDQgPI6JDQADI6tKGUhA4JDUCZS1zU5AaQ0SGhAWR0WK1W5s2bx0svvWR6h7N+//13tm3bZjtPjRkcPpj72WefveR9c+fOrVKMu0VHRxMdHW12hk18fLyYw06UnPUhoUNCg5QOCQ1SOiQ0SOmQ0CClQxtkdUhoUEq6Tp062b5/Wh2VP9GPGRweRP74449l/p2Zmcn333/Prbfe6rIod4mMjCQyMtLu2ayUUkoppZRSSl2Zw4PIDRs2VLgtMTGRhQsXuiRIKaWUUkoppZRcVT9FEsWnWN6/f78rZqWUUkoppUxkGIb4ExAqpS7P3a9hh/dElr/IZWFhId99951LTtmrlFJKKaXM4+PjQ0FBASdPnqRevXrUqlULi8Xi8FeBrFar6X8bSmiQ0iGhQUqHhAZ3dJR8+FNUVEReXh4FBQX4+/u7bP7lVflw1rp16xIWFmb6GY6UUkoppVTV1K1bl+bNm5Obm0t+fj5FRUVO7dEoKiqiVq1abiisXg1SOiQ0SOmQ0OCuDovFgpeXF/Xq1aNevXp4e3u7dP4Xc3gQuW3bNnd0eIS0s7OGhYWZnaAuImV9SOiQ0AAyOiQ0gIwOCQ0go0NCA8jo0IZSEjpc0eDt7U1gYCCBgYFOz+P8+fPUqVOnyi1VIaFBSoeEBikdEhokdTjL/H25HhQZGUlMTIzZGTZ6Cm5ZpKwPCR0SGkBGh4QGkNEhoQFkdEhoABkd2lBKQoeEBkDEH8cSGkBGh4QGkNEhoQHkdDjL4T2RXl5elz0u3jAMLBYLRUVFVQpTSimllFJKKSWPw3sip02bRkREBBs2bOD7779nw4YN9O/fn3nz5rF//35+/PFHPVNrJcXFxZmdoC4iZX1I6JDQADI6JDSAjA4JDSCjQ0IDyOjQhlISOiQ0QPGhemaT0AAyOiQ0gIwOCQ0gp8NZDg8i//GPf7B582aGDBlC9+7dGTJkCBs2bODNN9+kS5cuth91ZfHx8WYnqItIWR8SOiQ0gIwOCQ0go0NCA8jokNAAMjq0oZSEDgkNAAUFBWYniGgAGR0SGkBGh4QGx+6k+QAAIABJREFUkNPhLIcPZ61VqxZHjx4tM1D89ddfRZwqVymllFJKVVSrVi0uXLhAenp6mUt3uIvVasVqtbpt/tWlQUqHhAYpHRIaJHU4y+FB5IwZM+jTpw8DBw6kadOmnDlzhi+//JLnn3/eHX1KKaWUUqqK6tevT1FREbm5uWRkZLh9eRcuXCAtLc3ty5HeIKVDQoOUDgkNkjqc5fAg8i9/+Qu9e/dm06ZNnDlzhg4dOjBjxgxuuukmd/QppZRSSqkq8vLyIigoiKCgIIqKity+F2Tbtm3069fPbfOvLg1SOiQ0SOmQ0CCpw1kODyIBbrzxRm688UZXtyillFJKKTerVauW2y+2LuEaeBIapHRIaJDSIaFBUoeznPoi49q1axk2bBh9+/YFYPv27Xz66acuDXOH6OhoIiIizM5QSimllFJKqWrL4UHkc889x/PPP8+tt97KgQMHAAgODubZZ591eZyrRUZGEhMTY3aGTVhYmNkJ1UpycjKJiYl2f1JTU6s8fynrQ0KHhAaQ0SGhAWR0SGgAGR0SGkBGhzaUktAhoQFkdEhoABkdEhpARoeEBpDT4SyLYRiGI7/QsmVL9u7dS+PGjQkODiYtLY2ioiIaNGhAenq6uzpdymKx4ODD9rjExERat24Ng5ZA/YZl7muel8bWrfPpn5fKSTv326Qcge2L7M4DgJzf4YtpJCQk0KpVK9c/CC7/OCrdmZYEW+eBcenvbvgHBJGYcIyQkBAXlSullFJKKXX1qsqYyOHvRBYWFuLn52dbMEBOTo7tNqVcrjC/eAAZMRN87QwS81LJillEZmamDiKVUkoppZRyM4cPZx04cCATJkzg5MmTQPHpaWfMmMGgQYNcHne1i4uLMzuhevENKd5TWf7H3sDSCVLWh4QOCQ0go0NCA8jokNAAMjokNICMDm0oJaFDQgPI6JDQADI6JDSAjA4JDSCnw1kODyKXLl1KTk4OoaGhpKen4+fnx/Hjx1myZIk7+q5q8fHxZieoi0hZHxI6JDSAjA4JDSCjQ0IDyOiQ0AAyOrShlIQOCQ0go0NCA8jokNAAMjokNICcDmc5fDhrUFAQmzdv5syZMyQlJdGiRQuaNm3qjjallFJKKaWUUsI4vCdy1qxZ7Nu3jyZNmtC9e3cdQCqllFJKKaVUDeLwIHLZsmXccMMN7mhx2HfffUfv3r0JDw9n8ODB1ebssEoppZRSSilVXTk8iAwJCSEvL88dLQ679tpr2bJlC9u3b+eee+5h+fLlZicppZRSSiml1FXN4UHk888/z5QpUzhz5ow7ehzSvHlz6tWrB0Dt2rWpXdvhr3gqpZRSSimllHKAw4PIP//5z3z88cc0b96cgIAAQkJCbD/OWLZsGd26daNOnTrce++9Ze4rKChgypQptvlPnTqVwsLCCvM4d+4cb7zxBo888ohTDWYJCwszO0FdRMr6kNAhoQFkdEhoABkdEhpARoeEBpDRoQ2lJHRIaAAZHRIaQEaHhAaQ0SGhAeR0OMvhXXcbN250aUDz5s2ZPXs233zzDcnJyWXumz9/Pjt37uTw4cMADBo0iIULFzJ37lzbNLm5uYwcOZJly5bRsGFDl7a5W7t27cxOUBeRsj4kdEhoABkdEhpARoeEBpDRIaEBZHRoQykJHRIaQEaHhAaQ0SGhAWR0SGgAOR3OcngQGR4e7tKAYcOGARAbG1thELl69WpefvllmjVrBsDTTz/Nk08+aRtEFhYWMmbMGKZOncrNN9/s0i6llFJKKaWUUhVVahA5Z84cnnvuuQr/7U5paWkkJyfTtWtX221du3YlKSmJjIwMAgMD+fDDD9mxYweZmZm8+uqrDB48mGnTplWYV1RUFPPmzStz26ZNm+wuNywszPbJQFxc3CUvBOru6Xbs2GF3OnfSxyFjOij+dEpqX02bDnR9SJsuLi4OuPSFms3uq2nT6fqQNZ2uD3nT7dy5k3Pnzont8+R0DRo0oE+fPqb26fpwDYthGMaVJgoICCAzM7PCf7tSVFQUsbGxtsNljx8/TsuWLUlJSbEdppqSkkLjxo05fvw4oaGhTi/LYrFQiYftdps2bWLo0KF270tMTKR169YwaAnUL3uYbvO8NLZunU//vFRO2rnfJuUIbF9kdx4A5PwOX0wjISGBVq1aOf04UlNTL7lNJCcn07dv30s3VKbTQ4/jcuvDkyR0SGiQ0iGhQUqHhAYpHRIapHRog6wOCQ1SOiQ0SOmQ0CClQ0KDlI6qjIkqtScyODiYNWvWcMMNN1BUVMTBgwftLrBz585ORdjj5+cHQEZGhm0QmZGRAYC/v79T84yOjiY6OtolfapYamoqrVq3IStTr9GplFJKKaVUTVCpQeTrr7/O3//+dxITE7FarXTp0qXCNBaLhaKiIpeFBQcHExoaSmxsLG3atAGKvzfZokULAgMDnZpnZGQkkZGRWCwWl3VeDcp/F7W8krPw2pOZmVk8gIyYCb52pkn9FXa/6YpMpZRSSimllACVGkQOGTKEIUOGAMV7AbOyslwWUFhYaPuxWq3k5+fj5eWFj48PDz/8MAsWLOCWW24BYOHChUycONFly67xLuSCxav4cNPL8A8IIjHh2OUv4+IbYv9Q09zUKkYqpZRSSimlJHH47KwdOnRwacD8+fPLnPTG19eX8PBwYmJimDNnDufOnaN9+/YAjB07llmzZjm9LD2ctZzCfDCsl96LCJCXSlbMIjIzM52+FqhSSimllFLq6uHwIHL37t0uDYiKiiIqKsrufd7e3ixfvpzly5e7ZFl6OOslXGovolJKKaWUUkqV42V2gCdFR0cTERFhdoZNyeUDlAxS1oeEDgkNIKNDQgPI6JDQADI6JDSAjA5tKCWhQ0IDyOiQ0AAyOiQ0gIwOCQ0gp8NZNWoQGRkZSUxMjNkZNiXXb1EySFkfEjokNICMDgkNIKNDQgPI6JDQADI6tKGUhA4JDSCjQ0IDyOiQ0AAyOiQ0gJwOZ9WoQaRSSimllFJKqaqpUYNIaYezxsXFmZ2gLiJlfUjokNAAMjokNICMDgkNIKNDQgPI6NCGUhI6JDSAjA4JDSCjQ0IDyOiQ0AByOpxVowaR0g5njY+PNztBXUTK+pDQIaEBZHRIaAAZHRIaQEaHhAaQ0aENpSR0SGgAGR0SGkBGh4QGkNEhoQHkdDjL4bOzKiVVcnLyZe8vKiqiVq1al7zfldc/VUoppZRS6mqlg0hV/V3IBYsXffv2vfx0XrXAWnTJu33r1eeuu+7S62EqpZRSSil1GTVqEBkdHU10dLTZGcrVCvPBsELEzOJrXtqT+ivsfvPS0+SlkheziMzMTB1EKqWUUkopdRk1ahAZGRlJZGQkFovF7BTlDr4hUL+h/ftyU688jVJKKaWUUuqKatSJdZRSSimllFJKVY0OIk0UFhZmdoISSMJ2IaEBZHRIaAAZHRIaQEaHhAaQ0aENpSR0SGgAGR0SGkBGh4QGkNEhoQHkdDhLB5EmateundkJSiAJ24WEBpDRIaEBZHRIaAAZHRIaQEaHNpSS0CGhAWR0SGgAGR0SGkBGh4QGkNPhrBo1iIyOjiYiIsLsDKWUUkoppZSqtmrUIDIyMpKYmBizM2zi4uLMTlACSdguJDSAjA4JDSCjQ0IDyOiQ0AAyOrShlIQOCQ0go0NCA8jokNAAMjokNICcDmfVqEGkNPHx8WYnKIEkbBcSGkBGh4QGkNEhoQFkdEhoABkd2lBKQoeEBpDRIaEBZHRIaAAZHRIaQE6Hs3QQqZRSSimllFKq0nQQqZRSSimllFKq0mqbHaCqh+TkZIduV0oppZRSSl2datQgMjo6mujoaLMzqpcLuWDxom/fvmaXKKWUUkoppQSoUYPIyMhIIiMjsVgsZqdUH4X5YFghYib4hlS8P/VX2P2m57uUUkoppZRSpqhRg0hpwsLCzE6oPN8QqN+w4u25qZ5vucpJ2C4kNICMDgkNIKNDQgPI6JDQADI6tKGUhA4JDSCjQ0IDyOiQ0AAyOiQ0gJwOZ+kg0kTt2rUzO0GVc6XveAYEBBASYmePrAtJ2C4kNICMDgkNIKNDQgPI6JDQADI6tKGUhA4JDSCjQ0IDyOiQ0AAyOiQ0gJwOZ+kgUimo9Hc//QOCSEw45vaBpFJKKaWUUlLpJT5MFBcXZ3aCKnHxdz8HLbH/EzGTrMx0MjMz3ZoiYbuQ0AAyOiQ0gIwOCQ0go0NCA8jo0IZSEjokNICMDgkNIKNDQgPI6JDQAHI6nKWDSBPFx8ebnaDKK/nup70feycWcgMJ24WEBpDRIaEBZHRIaAAZHRIaQEaHNpSS0CGhAWR0SGgAGR0SGkBGh4QGkNPhLB1EKqWUUkoppZSqtBo1iIyOjiYiIsLsDKWUUkoppZSqtmrUIDIyMpKYmBizM5RSSimllFKq2qpRg0illFJKKaWUUlWjg0illFJKKaWUUpWmg0gThYWFmZ2gBJKwXUhoABkdEhpARoeEBpDRIaEBZHRoQykJHRIaQEaHhAaQ0SGhAWR0SGgAOR3O0kGkidq1a2d2ghJIwnYhoQFkdEhoABkdEhpARoeEBpDRoQ2lJHRIaAAZHRIaQEaHhAaQ0SGhAeR0OKu22QFKVTfJycmXvC8gIICQEM9cT1IppZRSSikz6J5IE8XFxZmdoBxxIRcsXvTt25fWrVvb/WnVug2pqalVWoyE7UJCA8jokNAAMjokNICMDgkNIKNDG0pJ6JDQADI6JDSAjA4JDSCjQ0IDyOlwVrUeRBYUFHDLLbcQFBTE+vXrzc5xWHx8vNkJyhGF+WBYIWImDFpS8SdiJlmZ6WRmZlZpMRK2CwkNIKNDQgPI6JDQADI6JDSAjA5tKCWhQ0IDyOiQ0AAyOiQ0gIwOCQ0gp8NZ1fpw1tq1a7N+/XpWrFhhdoqqSXxDoH5DsyuUUkoppZQyRbUeRFosFpo1a2Z2hlIulZWVRWJi4iXv1+9dKqWUUkopM5l+OOuyZcvo1q0bderU4d577y1zX0FBAVOmTCEkJISQkBCmTp1KYWGhSaVKuV9qaiqT/jT5kt+5dNX3LpVSSimllHKW6XsimzdvzuzZs/nmm28qnPVy/vz57Ny5k8OHDwMwaNAgFi5cyNy5c81IVcrtMjMzycvNKf7epa+dvY15qWTFLCIzM1P3RiqllFJKKVOYvidy2LBh3HvvvTRsWPE7ZqtXr2b27Nk0a9aMZs2a8fTTT7Nq1SoTKpXysJLvXZb/sTewVEoppZRSyoNM3xN5KWlpaSQnJ9O1a1fbbV27diUpKYmMjAwCAwMBGDVqFHv37sXPz489e/awePHiCvOKiopi3rx5ZW7btGmT3eWGhYXZLv4ZFxd3yTMnuWq6ko7y0+3YscPu/JR8X3/9NU2aNClzW2W3Fz8/v0ot49ixY7Rq1eqK83N2OwX7rxFPvz5KOsxYbsl0YWFhpizX3nTl10lNXB/t2rUjLCxM18dF4uLidH2g60Pa+oCy66Smrg+ABg0aiPi7U8L6aNCgge2/a/r6gEuPAzz1vFSFxTAMw+VzdUJUVBSxsbFs3LgRgOPHj9OyZUtSUlJseylTUlJo3Lgxx48fJzQ01OllWSwWhDzsS0pMTKR169bFl44odybQ5nlpbN06n/55qZy0c79NyhHYvsjuPCp1vyvmcbUsozLT5PwOX0wjISHBNsBz1OXWu6uWoZRSSimlVFXGRGL3RJbskcnIyLANIjMyMgDw9/c3rUupKyn/3d6L6ZlVlVJKKaVUdWf6dyIvJTg4mNDQUGJjY223xcbG0qJFC9uhrI6Kjo4mIiLCRYVVV3LYoLpKXMgFixd9+/at9mdWlbJtSuiQ0AAyOiQ0gIwOCQ0go0MbSknokNAAMjokNICMDgkNIKNDQgPI6XCW6YPIwsJC8vPzKSwsxGq1kp+fz4ULFwB4+OGHWbBgAadPn+b06dMsXLiQiRMnOr2syMhIYmJiXFRede44PlmZqDAfDGvxmVUHLan4EzGTrMx0MjMzzS69IinbpoQOCQ0go0NCA8jokNAAMjq0oZSEDgkNIKNDQgPI6JDQADI6JDSAnA5nmX446/z588uc9MbX15fw8HBiYmKYM2cO586do3379gCMHTuWWbNmOb2s6OhooqOjq5qs1OWVnFlVKaWUUkqpq5DpeyKjoqIwDKPMT8neQm9vb5YvX05aWhppaWksW7aM2rWdH/dK2xOplFJKKaWUUtWN6YNIpZRSSimllFLVR40aREo7sY5SSimllFJKVTc1ahCph7MqpZRSSimlVNXUqEGkNGFhYWYnKGWXlG1TQoeEBpDRIaEBZHRIaAAZHdpQSkKHhAaQ0SGhAWR0SGgAGR0SGkBOh7Nq1CBS2uGs7dq1MztBKbukbJsSOiQ0gIwOCQ0go0NCA8jo0IZSEjokNICMDgkNIKNDQgPI6JDQAHI6nFWjBpF6OKtSSimllFJKVU2NGkRKExcXZ3aCUnZJ2TYldEhoABkdEhpARoeEBpDRoQ2lJHRIaAAZHRIaQEaHhAaQ0SGhAeR0OEsHkSaKj483O0GZIDk5mcTERLs/ycnJZucBcrZNCR0SGkBGh4QGkNEhoQFkdGhDKQkdEhpARoeEBpDRIaEBZHRIaAA5Hc6qbXaAJ0VHRxMdHW12hqqpLuSCxYu+ffuaXaKUUkoppZTTatQgMjIyksjISCwWi9kpqiYqzAfDChEzwTfE/jSpv8LuNz3bpZRSSimllANq1CBSKRF8Q6B+Q/v35aZ6tkUppZRSSikH6XcilVJKKaWUUkpVWo0aREq7TqRSSimllFJKVTc1ahAp7TqRYWFhZicoZZeUbVNCh4QGkNEhoQFkdEhoABkd2lBKQoeEBpDRIaEBZHRIaAAZHRIaQE6Hs2rUIFKadu3amZ2glF1Stk0JHRIaQEaHhAaQ0SGhAWR0aEMpCR0SGkBGh4QGkNEhoQFkdEhoADkdztJBpFJKKaWUUkqpStNBpIni4uLMTlDKLinbpoQOCQ0go0NCA8jokNAAMjq0oZSEDgkNIKNDQgPI6JDQADI6JDSAnA5n6SDSRPHx8WYnKGXX3r17SUxMvOxPaqr7L0ci4TUioQFkdEhoABkdEhpARoc2lJLQIaEBZHRIaAAZHRIaQEaHhAaQ0+GsGnWdyOjoaKKjo83OUEq01NRUJv1pMnm5OZedzj8giMSEY4SEhHioTCmllFJKSVCjBpGRkZFERkZisVjMTlFKrMzMzOIBZMRM8L3EADEvlayYRWRmZuogUimllFKqhqlRg0illAN8Q6B+Q7MrlFJKKaWUMPqdSKWUUkoppZRSlaaDSKWUUkoppZRSlaaDSBOFhYWZnaCUaBJeIxIaQEaHhAaQ0SGhAWR0aEMpCR0SGkBGh4QGkNEhoQFkdEhoADkdztJBpInatWtndoJSokl4jUhoABkdEhpARoeEBpDRoQ2lJHRIaAAZHRIaQEaHhAaQ0SGhAeR0OEsHkUoppZRSSimlKk3PzmqiuLi4av8phJInNTWVzMzMy04TEBDgkktzJCcnu3UZVX2NuOK5kPI6ldAhoUFKhysarrR9VuY1dLU8F1dDg5QOCQ1SOiQ0SOmQ0CClQ0KDpA5n1ahBZHR0NNHR0WZn2MTHx1frjUfJk5qaSqvWbcjKTL/sdP4BQSQmHHN+kHchFyxe9O3b133LoGqvEVc9F1JepxI6JDRI6ahqQ2W2z8q8hq6G5+JqaZDSIaFBSoeEBikdEhqkdEhokNThrBo1iIyMjCQyMhKLxWJ2ilJukZmZWfxHacTM4us82pOXSlbMIjIzM50f4BXmg2G99HJcsYwq8thzoZQTrrh96raplFJKsBo1iFSqxvANgfoNr57lVEV1aFQ1l26fSimlqiE9sY5SSimllFJKqUrTQaRSSimllFJKqUrTQaRSSimllFJKqUrTQaSJwsLCzE5QSjQJrxEJDSCjQ0IDyOiQ0AAyOrShlIQOCQ0go0NCA8jokNAAMjokNICcDmdV+0HkO++8w80330xERAS//vqr2TkOqc6n9VXKEyS8RiQ0gIwOCQ0go0NCA8jo0IZSEjokNICMDgkNIKNDQgPI6JDQAHI6nFWtB5GpqamsXLmSHTt2sGTJEmbMmGF2klJKKaWUUkpd1ar1IHL37t1ERERQu3ZtunfvzpEjR8xOckhcXJzZCUqJJuE1IqEBZHRIaAAZHRIaQEaHNpSS0CGhAWR0SGgAGR0SGkBGh4QGkNPhLNMHkcuWLaNbt27UqVOHe++9t8x9BQUFTJkyhZCQEEJCQpg6dSqFhYW2+9PS0ggODrb922q1eqzbFeLj481OUEo0Ca8RCQ0go0NCA8jokNAAMjq0oZSEDgkNIKNDQgPI6JDQADI6JDSAnA5nmT6IbN68ObNnz+bRRx+tcN/8+fPZuXMnhw8f5vDhw3z77bcsXLjQdn9wcDDp6em2f3t5mf5wlFJKKaWUUuqqZvqoa9iwYdx77700bNiwwn2rV69m9uzZNGvWjGbNmvH000+zatUq2/09e/Zk+/btFBUVsX//fq6//npPpiullFJKKaVUjVPb7IBLSUtLIzk5ma5du9pu69q1K0lJSWRkZBAYGEhISAgPPfQQffv2xdvbu8wAU6mrWXJyskO3u2seZktNTSUzM9PufdXpcVQXWVlZJCYmXvL+gIAAQkJCPBekrrhOioqKqFWrltP3w5XXq24Xyp7qsl1c7v9HwDWd1eW5UMoRYgeR2dnZAAQFBdluK/nvrKwsAgMDAZg8eTKTJ0++7LyioqKYN29emds2bdpkd9qwsDDbKXfj4uIuebyyq6Yr6Sg/3Y4dOy77mFQNdSEXLF707dvX3Hk4oKqvo02bNtmdLisri0l/mkxebk6VG7/++muaNGlit89Vj8MV05V/3/Lk+1Vlnm/fevV5e8Vb+Pv7e7zPjOmqsj7q1q1r975LsTe/Sr0GLLXAKHL+fiqu1xJhYWE0btz4ig31/QJI+i2BkJAQsevDldPFxcWJ2k7NmM6Z9wt39V1ufXjifS01NfWKy/APCCIx4Rhnz55163q7+DVi1vZyMbO2U5A/DjBjfThK7CDSz88PgIyMDNuhrhkZGQAV3nCuJCoqiqioKNu/LRYLQ4cOveLvtWvXrlLXcHF2uk2bNtntaNeuncN/YKgaojAfDCtEzARfO59apv4Ku990/zwcUJXXkb3XSMl0iYmJxf+n7ILHceedd9KqVSu795W88br7/eBK013q/cLdyy1xxec7L5W8mEX06dPH7nNp9vPn6umquj4ut1eisvOr9GvA2fvhiuu1MttFTswiMjMzCQkJEbs+XDXdpk2bytxu9nZq1nRVfb9wVd+V1ocn3tcyMzOvuIys/71G3LneLvca8eT2cvHgzaztFBA/DjDreXGE2EFkcHAwoaGhxMbG0qZNGwBiY2Np0aKFbS+ko6Kjo4mOjnZhZdVcvJdDKYf4hkD9it8jJjfVs/Nws0q9Rtz8OKS8TqV0XPL59iAJz4WEBpsrvQacvd8VDR4iZX1I6JDQYFNdtgtPdFaX58LNJHRIaAA5Hc4y/cQ6hYWF5OfnU1hYiNVqJT8/nwsXLgDw8MMPs2DBAk6fPs3p06dZuHAhEydOdHpZkZGRxMTEuKi86tzxqYBSVxMJrxEJDSCnQwIJz4WEBlVKyvqQ0CGhQQp9LkpJeS4kdEhoADkdzjJ9T+T8+fPLfF/R19eX8PBwYmJimDNnDufOnaN9+/YAjB07llmzZjm9LGl7IpVSSimllFKqujF9T2RUVBSGYZT5Kdlb6O3tzfLly0lLSyMtLY1ly5ZRu7bz415peyLj4uLMTlBKNAmvEQkNIKdDAgnPhYQGVUrK+pDQIaFBCn0uSkl5LiR0SGgAOR3OMn0QWZO540xJSl1NJLxGJDSAnA4JJDwXEhpUKSnrQ0KHhAYp9LkoJeW5kNAhoQHkdDirRg0io6OjiYiIMDtDKaWUUkoppaqtGjWIlHY4q1JKKaWUUkpVNzVqEKmUUkoppZRSqmpq1CBSD2dVSimllFJKqaqpUYNIPZxVKaWUUkopparGYhiGYXaEp1ksFrMTlFJKKaWUUspUzg4Fa9SeyIuVvzaloz/h4eFVnkdVOgDTG6Q8F1IapHRIaJDSIaFBSoeEBikdEhqkdEhocEWHhAYpHRIapHRIaJDSIaFBSoeEBikdVVFjB5FKKaWUUkoppRyng0gnRUZGmp0gogFkdEhoABkdEhpARoeEBpDRIaEBZHRIaAAZHRIaQEaHhAaQ0SGhAWR0SGgAGR0SGkBGh4QGMLejVlRUVJRpSzdRVc/S2rVrV9M7Hn/8cdMbQMZzIaFBSoeEBikdEhqkdEhokNIhoUFKh4QGV3VIaJDSIaFBSoeEBikdEhqkdEhokNLhbEONPLGOUkoppZRSSinn6OGsSimllFJKKaUqTQeRSimllFJKKaUqTQeRSimllFJKKaUqTQeRSimllFJKKaUqrcYNIjMyMrBarWZnVM2FC8X/W4VzIv3www/8+uuv/5uNeedW2rp1KwcPHjRt+QAnTpwgLy/P1AallFJKKaWqixoziExISKBv377cd999jBo1irNnz5qd5Lj//hfuuAMWLSr+t8Xi1Gw+//xzevbsyeLFi/83G+fmUxUnTpwgPDycsWPHsmfPHo8vH+DXX38lPDyc++67jwEDBvD999+b0gGI+WBDwsmaz507Z3YCAKdOnTK95ULJB0aYt24SEhL4+eefTVl2iaSkJI4dO2b69nn06FGWLFlCQUGBaQ2xsbFERUURFxdnWgMUPxc7duzg999/B8zZPiVsmyBj+5SwbYKM7VPCtgkytk/dNkvptlnKVdtmjRhEZmdnM27cODp37szy5cs5ceIEkyZN4r///a/ZaVdWsoF98AH06QM33QT33w9VGHRkZmbSu3dvTp48ycaNGwHPD2Jmz55N69atOXXqFI888ohHlw1w+vRpRo42G8nHAAAgAElEQVQcSc+ePdm+fTsNGjTgxRdfJCsry6Md2dnZTJkyhb/97W988cUX5ObmAp5/Y8nOzmb69OnMmTOHL7/80rZn1tMdq1atomXLlsTGxnp0uRfLyclhzJgx3Hnnnfz000+mDPCzs7OZPHky48eP55VXXiE9PR2LxeLR9VFQUMC4cePo3r07Dz74IA8++CCHDx8GPPd+kZOTw4MPPkhERASRkZFMmDCB+Ph4wPPbZn5+PrNmzWL69Ols377do8uG4uf8iSee4JZbbsFqtVKvXj2Kioo83nHhwgXGjx/PLbfcwuzZs7nrrrvYs2cPFovFY9uFhG0T5GyfZm+bIGP7lLBtgoztU7fNUrptlnL1tlkjBpG//fYbBQUFPPXUU7Rv354PPviAunXrivhk5IpK9hJ+9hn83//BCy9A27aQnu7wrEreOHJzc2nUqBEdO3bkww8/JCsrCy8vL4+9sZw9e5aDBw8SGRkJwJo1a3j//ff57bffPLJ8gAMHDlC7dm2mTZuGr68vS5YsYfv27RQWFnqsISkpiR49enD69GksFgtPP/00U6dOBTy7d/i9996jdevWnD59mvT0dObNm8ei/+3t9vRe6iNHjpCXl8drr71myh/IeXl5DB8+nJycHLZt20b//v3x8vLs2+SBAwe48cYbyc/Pp3fv3nzwwQc8/vjjgGfXx5dffklSUhLHjx9nxYoVWCwWRo4cCeCR5yQpKYn77ruPvLw84uPjmTt3Lnl5ebz44ouA57fNunXrct1113H99dczffp0srOzPbr8I0eOsH//fvbu3cuzzz5Ly5YtqVWrlkcbAFauXMmpU6c4e/Ys77//Pl26dOH5558HPLNdgPnbJsjaPs3eNkHG9ilh2wTzt0/dNsuSsG2+8847V+W2WSMGkbVq1eLw4cNYLBaef/551qxZw8CBA0lLS+PTTz81O8++iwd0x49DfDzcfDPExEDXrjBmDDz5JBw7VulZlrxx5OXl8cADDxAeHs65c+f45z//WeZ+d8vLyyM5OZk6deowbNgwXnjhBd5//31GjBhBTEyMRxoaN27Mvn37+PHHHwGIi4ujV69exMbGkpaW5pGGvXv3Ur9+fdavX8/rr7/OG2+8wdq1a/noo488snwo/oBl165dvP7667z33nu88sorjB07lv3795PuxAcVzjAMwzZgbNmyJStXriQ6OpqvvvrKI8u/WGxsLElJSWzatImGDRuyb98+Tp48adsz64lPDHft2kXLli2Jjo7mscce46mnniI5OZnMzEy3Lzs7O9v2YdLevXvJycnB19eXgIAAFixYgNVqZdasWYD7Ps0u+SPDMAzuvPNOVq5cibe3N3fccQedOnWidu3agPvXxcV/7BQVFZGZmclvv/3Gt99+S0JCAitXrnTr8ss3bN26lePHj9O+fXs2bdrEyJEjeeWVV9i1axfg3r0L2dnZtuf74MGDtj82rr32Wjp06MANN9xgm9ZdHWlpabYP+fbt22fKtlnSUbKMAQMG8M4773h8+0xLS7PN32q1mrJtlnSUvHdv27bNlO0zLS3NtjPg0KFDpmybUHyeiWP/+3vshx9+IDc31+Pb5549e0hKSqJOnTrccccdprx3Xny+jcLCQrKyskzZNi/u2LJlC8nJyR7fNn/44Qd++eUXoPh9s2Tg6ult8/PPP7d9bWz//v0u3TZrxCCyXbt2dOzYkWXLlnHzzTfz2Wef0a9fPxo1asQXX3xR5ntHpktKgkcfhblz4X+HmtKiBWRlwSefwNq18NhjMH067NoFL70Elfx+Z8nGcebMGWJjYxk4cCB33HEH7733Hr169eLrr79216Mq49prr6V9+/ZMmTKF66+/ngMHDvDZZ58RHh7OihUrPPJJVdeuXVmyZAkbNmygY8eOjBw5ko4dOzJ58mSeeOIJt/zBnpSUxNatW23/rlevHnl5eSQmJrJmzRqOHz/Oq6++yuOPP+7WPaJJSUls2bIFgKCgIO655x7uueceioqKqF27Nr6+vmRmZhIUFOTWhpLnwjAM25vrxo0b6dWrF9OmTeOpp55y+97I8uukTp065OXlcejQIYYPH86wYcMYN24cY8aMAdzzieHFDVarFYvFwrlz50hISACKvz/csWNHvL29Xb7sEkePHmXQoEGMHz+esWPHkpKSwh/+8AdatGjB1q1bWbRoEW+88QZvvvkmS5cutR1e646GBx98kPHjx1O3bl3Gjh1LcHCw7Y9ELy8vTp06Zftvd7j4uXjggQdISUnBy8uLgIAAcnNzycvLY8GCBSxYsAAoPlmbq49oubjh/vvv5/fff6dFixa0bduWuXPnMmfOHDp37sz333/PkCFDSEtLc8uHgCUd48aNY9y4cZw9e5YuXbpQWFjIpk2bSEpKYvXq1Rw7dowXX3yRgoICt2wXd955J+PHj2f06NEcP36c1q1be3TbvLjjwQcfZPTo0QA88MADhISE2N6v3b19XvxcjBo1iuPHj2OxWDy6bdrrSE5OJjQ01KPbZ0nDuHHjeOCBB0hKSqJz584e3TZLlD/PRNu2bWnWrJlHt8/PP/+cXr168cILL9CkSRMeeughgoODPbZtljT07NmTF154AYDatWvj7+9PXl6ex7ZNex2tWrXiD3/4A88884zH3jtLGkr2/t50003k5+fzr3/9y2Pb5tGjR+nfvz/jx48nIyMDKH4urrnmGtdtm0YN8a9//cuoV6+e8csvv9huW7NmjfGHP/zBsFqtJpZdZM4cwwgMNIzHHiv+7/btDWPVquL7VqwwDIvFMO69t3T6Tz81jLvvNoxvvnFoMbNnzza2bt1qGIZhDBkyxKhdu7bRpUsXVz2KSvn888+NunXrGg8//LBRVFRkGIZhxMTEGJ07dzYOHTrksY6ffvrJGDZsmHHu3DnDMAzj22+/NXr27Gl8+eWXLluG1Wo1nnvuOcPHx8do3769kZSUZBiGYXz22WfGXXfdZaxYscJ46qmnjD59+hjp6elGs2bNjNdee80wDMP23Lij47fffrPdfvH/fvTRR8bDDz/s8uXbazh+/LhhGIZx/vx5wzAM44knnjD27NljWK1Ww9/f31i6dKnxxhtvGPHx8W7tKFkn27ZtM4YOHWpMmDDB+Pvf/25YrVZj9+7dRvPmzY3nnnvOMAzXPSeXWh+7d+82pkyZYgwYMMAYPny44e3tbQwePNgICwszli5davtdV3n77beN5s2bGzNnzjR+/PFHo3PnzsbEiRONL774wrj99tuN5cuXG6+99prx7rvvGlar1bjpppuM2bNnu7SjfEOXLl2MUaNGGVar1fZjGIYxZswYY/Xq1bbfc/V7d/mOrl27GqNGjTIKCgqMU6dOGbfccouRnZ1tGIZhXHfddUarVq2Mfv362bYfdzR07tzZmDBhgvH1118bt912m9GrVy9j9+7dtulvvfVWIzIy0jAM175ey3fccMMNRmRkpJGSkmJ88sknxpAhQ4xatWoZf//73421a9canTp1Mh544AGXdrzwwgtGkyZNjCeffNI4d+6cERYWZkyaNMn4+uuvjf79+3tk27TX0a5dO2PMmDGGYRQ/Vk9sn+Ub2rdvb4wZM8awWq3GyZMnjT59+rh927TX0a5dO2PixInGli1bjP79+3tk+7S3XTzyyCNGamqqsW7dOmPo0KFu3zYv9uGHHxo333yzMXjwYOObb74xfvrpJ49unxc33H333cY///lPwzA8t22Wb7jnnntsDSdPnvTI+6a9jsGDBxv//ve/jUOHDhn9+vXz2Htn+YavvvrKMAzDWLdunUfeNw2j+DXi4+NjPPHEE2Vu37p1q0v/f71G7IkEGDBgAHfffTfDhw+3fTJz4403EhAQIONMrQcOQGYm7NgBr7wCf/0r+PhAySc1d99dfGKdi88WeeedEBtbesmPSioqKmLcuHE0atSIc+fO8dRTTxEYGOjRs6T269ePESNG8N1339kOmwwPD/f4yTK2b9/ODz/8QEhICAB9+vQhPz/fpXvhYmNjSUhIICoqis6dO/Pyyy8DcNttt+Ht7c0vv/zCHXfcwbZt2wgMDGTKlCm2Ex658hPD8h2vvfYaQIUTtnz11Ve0bNnS5cu31/DKK68A4OPjA8DOnTupXbs2FouF22+/nb///e9s2rSJFi1auLWjZJ3cfPPNeHt7895779GxY0csFgs9evRg6dKlvPbaa1itVpc9J5d6Lnr06MHrr7/O8OHDSUtLsx12P2fOHKZPn+7yTy0TExN55plnWLhwIV27dmX9+vW2oxNat27Nnj176NGjB5GRkVitVsLDwzl16pRLO+w1fPLJJ7bvC5dsnykpKdx0002233P1pXnKd6xbt45PPvmEs2fP0rRpU1q0aEFycjKrVq0iOTmZ5ORkZsyY4dLt095z8f7779OtWze6du3Knj17OHr0qG36SZMmsXv3brKzs136ei3f8cknn/D+++9z4cIFhg0bRvfu3ZkxYwYvvvgio0eP5qWXXmLz5s2kp6e7rKNevXp8+umnLFmyhJCQEDp37sxPP/3EHXfcQZs2bdi7dy/dunVz67Z5qY6SQxe9vLxsy3Ln9lm+4YYbbuDYsWNYLBaaNWtGy5YtSUpKcuu2eamOgwcP0r9/f2688UZ++OEH2wlcwD3bp731ceDAAYKDgxkxYgQ9evRg+vTpbt02oeJ5Jjp16sTKlSvp0KED119/Pd99953b3zvtNaxdu9Z2rouSv3fduW2Wb+jYsSNr164lIyODZs2a0bx5c7e/b9rr6NSpE6tWraJt27Z069aN3bt3u/29s3zDDTfcwKpVq8jIyGDEiBHcdNNNzJw50+3bZnx8PLfddpttT+hnn33G4cOH6du3L61bt2bfvn0uee+sMYNIHx8fVq1aRVZWFoMHD2bJkiUMGzaMXr160ahRI3Oizp2D/Pzi/77uOnjmGejcGXbuhJ494eefwcsLfvsNmjeHOXOK71u6FDIy4NAhaNmy+HBXB3Tv3p22bduyevVqdu7cycSJE+nTp49bD18sr27duixbtsx2IpOFCxfyxz/+kbCwMNsAxhMGDRpEamoqTz/9NBs3bqR79+5cc801tGnTxmXL6NChA1OnTmXq1KlERETw/fffs3PnTur8f3t3HxRVuccB/Lsuol7XlJG5KUIYL4kCvgyCgKK7Uko6cPV2R2UoQ8bUUDPJWypTw1RSVpqWmkWJGmRqRq5gaUpeZ8K3EhF5mbw46b0KaxF4WURe5Hf/2HZVAt109+wW388Mk2c5nufbOQ/n+OM85znduiEhIQEnTpxASUmJ5XmFlpYWeHp6QkRs+uxC2xwFBQU4cuQIgBvDKBsaGlBQUICkpCQAwNdff42tW7cqkqGhoQGjRo1CXl4evL29UVxcjIEDByIwMBA9evSwWYb2cpiPiaurK2bPng1fX1+cPHnSsn6/fv0QHBxsmZbbXhnM+6K5uRkVFRXo168fevbsCcA0BDsoKMjmE1DNnz8fU6dOBWCaQa5r164YNmwYVCoVkpOTcfnyZWRmZsJgMECtVqOyshIBAQE2HV7bNoOLiwtCQ0Nx7dfzY5cuXWAwGFBfX49hw4bhm2++gZ+fn6XwtneO5uZmnD9/HqdPn0Z4eDjS09Nx4sQJPPzww0hLS0NjY6PdMpiPBwAkJSVBq9VCr9dbfvlpHtan0WhslqGjHKGhoWhsbERtba3leXLzkPPCwkI89thj6NWrl80yzJ07FyNHjkRpaSmCgoJw8OBBREZG4tChQ5g8eTJ++eUXbNmyxa59s70cBw4cgFarRU5OjuXnsaqqCkaj0W79s6MMu3fvxuHDh1FaWorIyEisWLHCbn2zvRzmY5Kfn4/o6Gg88sgjyM3NhcFgAGCf/tleBp1Oh5ycHBQVFaG4uBgqlcqufRP47TwTWq0WlZWV2Lt3L9auXYuamhpkZmaiqqrKbv3zTnNddO3a1e59s6MMer0eAFBWVobw8HC7982OjkdeXh5WrlyJ6Oho6PV6u/bNjvaF+cZASUkJRMRS3Nurby5duhTXrl3D7NmzMXjwYCxduhTTpk2zvJXAZudOG9w1/UM5c+aMbNiwQeLi4mTVqlWOCfHzzyJ/+5tISIiITidy5IhIc/ON769ZI7JihYjBILJvn4iPj8jevabvrVwpEhoqEhQk0qePyHvv/e7mm5qabll25HDeoqIiWb16tcTGxlqG6ints88+k5kzZ0p4eLjd+0R5ebkkJiZahkKJiLz00ksSFRUlS5YskXPnzklkZKSkpaUpkiM+Pt7ymXlYVEJCgpSXl8ukSZOkb9++8vHHHyuWISIiQjQajWU47/Hjx8XT01N++uknu2S4OUfbYxISEiIpKSlSUVEh0dHRMnv2bLtnuHlfLFq0SKZNmyZ79+6V2tpaiY6OloSEhN/8/NqKeSjNsWPHJDw8XFpaWkTENOx63LhxMmLECBk3bpwMGDBAjh49avcMERERt5ybtm7dKkOHDpW4uDhxd3eX9+7i3He3Ocz7IjU1VTIyMizrXbx4UbZt22b3DDcfD71eL+Hh4TJ06FDR6XTi4eEh+/fvt0uGtjkiIiIsy6+88oqEh4dLYmKixMXFiYeHh+w1X6ds7OjRo5KTkyMiIjU1NRIXFydLliyRd955RyZOnCjDhw+3e99sL8eUKVNkzpw5cuHCBdmxY4cEBwfbvX+2ty9SU1Nl+vTpkpWVZVnPnn2zoxxLliyR1atXi1arleDgYLv3z/YyPP/885KYmCharVaefPJJu/ZN8/npxRdflOXLl4uIyGuvvSZarVYmTJggzzzzjMTExNj13Nlehtdff110Op2MGjVK8vPzZefOnXY9d3aUQavVSmxsrIwcOVKRvnmn45GcnCw6nc6u587b7YuJEyfKmDFjRKvVyqxZs+x+3kxPT5eAgADJzMwUEZGzZ89KTEyMLF++XDIzM2X8+PH33Dc7XRFp5rDC6coVkXHjRBITRSoqRP7+d5GICJFfD3K7FiwQGTHixnJNjUh+vsg9/mPS/I8SZ+Do51KvX7+u2P7YsWOHjBkzRrZs2SIipqI+JydHdDqd+Pv7y9y5cxXNcfPJfd++faJSqaRHjx6yYMECxTKYT3I3F4v2eHblTjnMx6ShoUG2bdsmo0ePFn9/f0lOTlY8Q0VFhcyZM0fCwsLEy8tL5s+fb/cMIqYLXlJS0i2fVVdXy65du2Tt2rUOy7BixQrp3r27PPfcc4pk6CiH2bVr1xyWwWAwyCeffCJr1qxRJEN7Oerr6+XgwYOSmpoqL7/8siIZzOeEPXv2iJ+fnxQWFkp1dbXs3LnT8osnJXPk5eWJt7e3nDp1SlasWCGurq6K9U9zht27d8ugQYPk5MmTlu+ZnzFXMseePXvE399fTp48KQaDQbKyshQ7X5gz6PV6CQwMlMOHD8vBgwdl2bJlivTNtvNMqFQqCQkJERGRn3/+WZH+2d5cF8HBwSIi8uqrryrSN9vbD6Ghobeso0TfvN3xqKqqUqRvtpchIiJCREQOHDigSN9sbGyU48ePi8iNn5Ht27fLkCFDxGg02uTc2WmLSIcpKBAJCxOprzctt7aKTJggMnq0SGmp6bPmZpHr12/cnUxJEYmLE7l61fQ5/SGZC+WLFy9KSkqKxMbGiojp4nvu3DkREamtrVU8R1xcnIiI7N+/X1544QVJSUmx2wPvHWUw7wu9Xi8//PDDLes4Ikdubq6cO3dOWlpa7H5MOsqwb98+KS0tlUuXLonBYLBrBpEbv1SaMWOG7NixQ0RE1q9fL4sWLZKamhq7t99RhnXr1klaWpro9XqpqqpyWI4NGzbI4sWLHZrBfDyUOE/cLse6devk2WeflatXryqWQ0Sk+ddrYklJifj4+Eip+ZqpsJtzPPjgg3Lp0iUpLCyUyspKh2Tw9fWVsrIyxdruKIejjknb42HeF0r9cnrZsmUyYMAAcXd3l9GjR8vy5cslKipKjhw5okj7HWUYM2aMlJWVyenTpxXpm+1lGDt2rF1HB1ibw1mOh3lfKNU3ze2YRzAVFBRISEiIza5jLjYdhEt39te/At99B9TWAn/5C6BSAUFBQEYGsHkzsHIl4OICtLaa/ltaChw4AMyeDdj4uTBSlnmCEA8PD8ycORNPPPEEXFxc4OPjgz179gAAevfu7ZAcXbp0QXBwMLKzsxEUFOSQDC4uLvDz88Pu3bst6zgqh4+PD3Jzc6FWq+1+TNrLoFar4evri9zcXPTv39+u7Zup1Wq0tLRY3uMaFRWF8+fPY9OmTYo9L91ehh9//BGbN29GdHS0Ihk6ymHeF/fff7/DMpgnTlHiPGFNDls/q3w79fX16NKlC4qKipCUlASdToeBAwcq1v7tcri5uSn2c9peBq1WC29vb8Xa7yiHI45J2wzjx4+3zKug1LuvQ0NDcfToUSxevBixsbGW1zOZJ+xzVIbW1lao1WoEBAQ4LAMAuLm5KdL+nXI4+ngAsFxLleqbKpUKTU1NcHV1RWFhIZKTkzF58mTbXcdsUoqS9VpbTc9Djh1rGpZ65YrIzJmmr/h4kQsXRC5fFtm4UeQf/zC98uO11xydmmyovr5eIiMjpVevXrJx48ZOncMZMjhLDmfIUFRUJCqVSvr16ydvvPFGp83gLDmcIYMz5Lh+/brk5+eLVquV/v37y5tvvql4BmfJ4QwZnCWHM2QQcY55JpjBuXI4QwazM2fOyNixY8XNzU3eeustm26bRaQjVFaa3gE5YYJI374iy5aJ/OtfIv37i/zvf6Z1srJE0tNvLNOfxrfffispKSmKDwVzxhzOkMFZcjhDhqamJlm1apU0NDR06gzOksMZMjhLjrq6Otm1a5diz6I6cw5nyOAsOZwhg5kzzDPBDDc4Qw5nyZCdnW2X87dKROEX8/2ZGY2AeapgEdNQ1bZaW02v7aipAaqqTOsNGQIUFwNPPgno9YCn54316E9HRBQbyuDsOZwhg7PkcIYMRERERNbgM5G2cPYs8MwzpmcWu3cH1q4FOnr3pLkwdHMD+vQxFZrl5UBSEjBmjKmAvHk9+tNxlkLBGXI4QwbAOXI4QwYiIiIia7BSuVcZGYBWC4wYAbz0ElBWBixYADQ337rery+9vUVTk+nv63SmbbzzjhKJiYiIiIiI7hqHs96r1FTA2xuYM8e0/O9/AwEBwH/+A9xutjbzcNeKCsDdHVBwtj0iIiIiIqK7xeGs92r+fKBrV9Ofm5pMr+UIDQWuXbt1vZoaIDkZGDcOmDfPdGfSxQXw9VU+MxERERER0V3icNZ75eFhev6xtRVwdQUuXzbdYWz7riSj0XTX0Txk1YX1OxERERER/fGwkrEV80Q433wDDB7825lZvbyALVtM3yMiIiIiIvqD4p1IWzFPnHPqFBATY/rze+8BKSmAwWBaZgFJRERERER/cLwTaStqNdDSAjQ0AP/9LxAVBZw/D2zaBNx/v6PTERERERER2QRnZ7Wl06eB4cNNRWNKCvDPfzo6ERERERERkU2xiLSl5mbg3XdNs7B27+7oNERERERERDbHIpKIiIiIiIisxol1iIiIiIiIyGosIomIiIiIiMhqLCKJiIiIiIjIaiwiiYiIiIiIyGosIomIiIiIiMhqLCKJiIiIiIjIaiwiiYiIiIiIyGosIomIiNpx4cIFaDQaXLlyRdF2ExMT4erqCo1Gg8bGRpttNyQkBN27d8fw4cNttk0iIuqcWEQSEVGntHnz5tsWVA888ACMRiN69+6tYCqT5ORkGI1GdOvWzWbb/P7777Fx40abbY+IiDovFpFERERERERkNRaRRETUqRQWFkKj0WDevHkoLi6GRqOBRqPB9u3bLesEBgaiZ8+eUKlUqK2ttXy+efNmhIWFwdvbGzExMXj66afRt29fZGVlWdbR6/UYPnw4+vTpg6ioKJSXl9skt1arxZo1ayzLU6ZMQVpammU5KysLvr6+6NWrF3x9ffHpp5/apF0iIqK2WEQSEVGnMmLECBiNRmzcuBHBwcEwGo0wGo2YPn26ZZ2SkhKUlJS0+/dVKhXKy8tRUlKCwYMHIzs7G++//z4A4LvvvkN8fDzefvttVFdXIyEhAVOnTsX169ft+v909epVzJo1Cxs2bEBdXR0OHToEf39/u7ZJRESdF4tIIiKi3+Ghhx5Cjx494O3tjSFDhsDPzw9VVVUAgA8//BDx8fHQ6XRQq9WYN28eKisrUVxcbNdMra2tUKvVOHv2LOrq6uDl5YWQkBC7tklERJ0Xi0giIqLfQa1WAwBcXFwsXy0tLQBMM7pmZ2ejT58+lq/GxkZcunTJrpk0Gg2++OIL5OXlwcvLC2FhYTh27Jhd2yQios6LRSQREXVKXbrY7hIoIgAALy8vpKSkoLa21vLV0NCASZMm2aSdm1/50fbVIzExMfjyyy9x+fJlhIWFYeHChTZpk4iIqC0WkURE1Cl5eHjg/Pnzt0ycc6+SkpLw0UcfoaCgAK2traitrUV2djaamppssn29Xo/6+nqcOnUKR44cQV1dHZqbm1FdXY3PP/8c9fX1luL4vvvus0mbREREbbGIJCKiTkmn0+HRRx/FoEGD4OnpiZycHADA9u3bodFoEBgYCADw9PSERqPBV199dcdtjho1Ch988AEWLlwINzc3DB48GHl5eVCpVDbJ7OHhgUGDBuHxxx9Heno6Nm3ahGPHjqG1tRXvvvsuBgwYAHd3d5SUlGD9+vU2aZOIiKgtlZjH4BAREZHDPfXUU9i2bRtcXFxgMBjQrVs3AKZXfMybNw8zZsy4q+2GhYWhrKwMQ4YM4fOSRER0T1wcHYCIiIhuyMjIQEZGhs23e/z4cZtvk4iIOicOZyUiIiIiIiKrcTgrERERERERWY13IomIiIiIiMhqLCKJiIiIiIjIaiwiiYiIiIiIyGosIomIiIiIiMhqLCKJiIiIiIjIaiwiiYiIiIiIyGosIomIiJnEZgIAAAAVSURBVIiIiMhqLCKJiIiIiIjIav8H3rtstWy672EAAAAASUVORK5CYII=\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -831,9 +854,48 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" ] }, "metadata": {}, @@ -856,16 +918,6 @@ "y_data = np.array([])\n", "\n", "for i, subdir in enumerate(subdirs):\n", - " \n", - " x_data = np.array([])\n", - " for k in range(0, len(medians[i])):\n", - " x_data = np.append(x_data, k)\n", - "\n", - " ax_median.errorbar(x_data, medians[i], yerr=[lower_limit[i], upper_limit[i]],\n", - " capsize = 3.7, elinewidth = 1, markeredgewidth = 1, \n", - " marker='v', zorder = 2 + i, color=settings['median_plot']['colors'][i])\n", - " \n", - "\n", " for (j, csv_vec) in enumerate(output_dataset[i]):\n", "\n", " # Create figure\n", @@ -885,7 +937,7 @@ " # http://www.color-hex.com/color-palette/33602\n", " csv_vec_t = csv_vec.transpose()\n", "\n", - " ax.hist(csv_vec_t[2] * 1e6, label='$\\mathtt{t_{recv}-t_{generation}}$',\n", + " ax.hist(csv_vec_t[2] * 1e6, label=settings['histograms']['labels'][0],\n", " edgecolor='black',\n", " bins=bins,\n", " color='#00549f')\n", @@ -930,8 +982,8 @@ " plt.yticks(fontsize=10, family='monospace')\n", "\n", " # Labels\n", - " ax.set_xlabel('time [µs]', fontsize=10, family='monospace', labelpad = 4)\n", - " ax.set_ylabel('frequency', fontsize=10, family='monospace', labelpad = 6)\n", + " ax.set_xlabel(settings['histograms']['axis_labels']['x'], fontsize=10, family='monospace', labelpad = 4)\n", + " ax.set_ylabel(settings['histograms']['axis_labels']['y'], fontsize=10, family='monospace', labelpad = 6)\n", " ax.set_yscale('log')\n", "\n", " # Create text for offset\n", @@ -963,13 +1015,13 @@ " font_text.set_family('monospace')\n", "\n", " # Set box constraints for wrapper and plot wrapper\n", - " left, width = .693, .31\n", + " left, width = .673, .33\n", " right = left + width\n", "\n", " plot_fancy_box(bottom = 0.46, height = 0.65)\n", "\n", " # Set box constraints for text boxes\n", - " left, width = .705, .28\n", + " left, width = .685, .30\n", " right = left + width\n", "\n", " # Offset boxes\n", @@ -1004,16 +1056,55 @@ " horizontalalignment='right',\n", " transform=ax.transAxes,\n", " color='black', fontproperties = font_text)\n", - "\n", " \n", " \n", + " #Save plot\n", + " if settings['histograms']['export_figures']:\n", + " plt.minorticks_on()\n", + " plt.tight_layout()\n", "\n", + " fig.savefig('{}/{}_{}_{}i_{}j.pdf'.format(rootdir, settings_array[i][j][0], settings_array[i][j][2], i, j), dpi=600, format='pdf') \n", + " \n", + " \n", + " ###################################\n", + " # CREATE MEDIAN PLOT ##############\n", + " ###################################\n", + " x_data = np.array([])\n", + " for k in range(0, len(medians[i])):\n", + " x_data = np.append(x_data, k)\n", + "\n", + " ax_median.errorbar(x_data, medians[i], yerr=[lower_limit[i], upper_limit[i]],\n", + " capsize = 3.7, elinewidth = 1, markeredgewidth = 1, \n", + " marker='v', zorder = 2 + i, color=settings['median_plot']['colors'][i],\n", + " label=settings['median_plot']['labels'][i])\n", + "\n", + "\n", + " \n", + "###################################\n", + "# CREATE HISTOGRAM LEGEND #########\n", + "###################################\n", + "if settings['histograms']['export_figures']:\n", + " import pylab\n", + "\n", + " # create a second figure for the legend\n", + " figLegend = pylab.figure(figsize = (settings['histograms']['dimensions']['legend'][0], settings['histograms']['dimensions']['legend'][1]))\n", + "\n", + " # produce a legend for the objects in the other figure\n", + " pylab.figlegend(*ax.get_legend_handles_labels(), loc = 'upper left',\n", + " prop={'family':'monospace', 'size':'8'}, ncol=settings['histograms']['legend_columns'])\n", + " figLegend.savefig(\"{}/legend_histogram.pdf\".format(rootdir), format='pdf')\n", + "\n", + " \n", + "\n", + "###################################\n", + "# SET AXIS OF MEDIAN PLOT #########\n", + "###################################\n", "ax_median.set_ylim([settings['median_plot']['ticks']['y'][0], settings['median_plot']['ticks']['y'][-1]])\n", "ax_median.set_xticks(np.arange(0, len(settings['median_plot']['ticks']['x']), 1))\n", "ax_median.set_xticklabels(settings['median_plot']['ticks']['x'])\n", "ax_median.set_yticks(settings['median_plot']['ticks']['y'])\n", - "ax_median.set_xlabel(settings['median_plot']['labels']['x'], fontsize=11, family='monospace', labelpad=6)\n", - "ax_median.set_ylabel(settings['median_plot']['labels']['y'], fontsize=11, family='monospace', labelpad=6)\n", + "ax_median.set_xlabel(settings['median_plot']['axis_labels']['x'], fontsize=11, family='monospace', labelpad=6)\n", + "ax_median.set_ylabel(settings['median_plot']['axis_labels']['y'], fontsize=11, family='monospace', labelpad=6)\n", "ax_median.set_axisbelow(True)\n", "ax_median.grid(True, linestyle='--')\n", "\n", @@ -1021,32 +1112,86 @@ "ax_median.yaxis.grid(True, linestyle='-', which='major', color='black', alpha=0.8)\n", "ax_median.yaxis.grid(True, linestyle='--', which='minor', color='lightgrey', alpha=0.3)\n", "\n", - "plt.minorticks_on()\n", - "\n", - "plt.tight_layout()\n", "\n", "#Show plot\n", - "plt.show()\n", + "#plt.show()\n", "\n", - "#Save plot\n", - "fig.savefig('{}/{}_{}.png'.format(rootdir, settings_array[i][j][0], settings_array[i][j][2]))\n", - " \n", - " # Create median plot here" + "###################################\n", + "# EXPORT MEDIANS AND CREATE #######\n", + "# LEGEND OF MEDIAN TABLE ##########\n", + "###################################\n", + "if settings['median_plot']['export_figures']:\n", + " import pylab\n", + "\n", + " # create a second figure for the legend\n", + " figLegend = pylab.figure(figsize = (settings['median_plot']['dimensions']['legend'][0], settings['median_plot']['dimensions']['legend'][1]))\n", + "\n", + " # produce a legend for the objects in the other figure\n", + " pylab.figlegend(*ax_median.get_legend_handles_labels(), loc = 'upper left',\n", + " prop={'family':'monospace', 'size':'8'}, ncol=settings['median_plot']['legend_columns'])\n", + " figLegend.savefig(\"{}/legend_median_plot.pdf\".format(rootdir), format='pdf')\n", + "\n", + " fig_median.savefig('{}/median_graph.pdf'.format(rootdir), dpi=600, format='pdf')\n", + "\n" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 164, "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "from mpl_toolkits.mplot3d import Axes3D\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib import cm\n", + "from matplotlib.ticker import LinearLocator, FormatStrFormatter\n", + "import numpy as np\n", + "\n", + "\n", + "fig_3d = plt.figure(num=None, figsize=(16, 6), dpi=90, facecolor='w', edgecolor='k')\n", + "ax_3d = fig_3d.gca(projection='3d')\n", + "\n", + "# Make data.\n", + "X = np.array([])\n", + "for k in range(0, len(medians[i])):\n", + " X = np.append(X, k)\n", + " \n", + "X = [1, 2, 3,4]\n", + "\n", + "Y = [1, 2, 3,4]\n", + "X, Y = np.meshgrid(X, Y)\n", + "\n", + "Z = [[0.1 , 0.2, 0.3, 0.8], [0.3, 0.4, 0.5, 0.8], [0.5, 0.6, 0.7,0.8], [0.5, 0.6, 0.7,0.8]]\n", + "\n", + "# Plot the surface.\n", + "surf = ax_3d.plot_surface(X, Y, Z, cmap=cm.coolwarm,\n", + " linewidth=0, antialiased=False)\n", + "\n", + "# Customize the z axis.\n", + "ax_3d.set_zlim(-1.01, 1.01)\n", + "ax_3d.zaxis.set_major_locator(LinearLocator(10))\n", + "ax_3d.zaxis.set_major_formatter(FormatStrFormatter('%.02f'))\n", + "\n", + "ax_3d.set_xlabel(\"rate\", fontsize=11, family='monospace', labelpad=8)\n", + "ax_3d.set_ylabel(\"number of values in sample\", fontsize=11, family='monospace', labelpad=8)\n", + "ax_3d.set_zlabel(\"$\\\\tilde{t}_{lat}$\", fontsize=11, family='monospace', labelpad=8)\n", + "\n", + "# Add a color bar which maps values to colors.\n", + "fig_3d.colorbar(surf, shrink=0.6, aspect=5)\n", + "\n", + "plt.show()" + ] }, { "cell_type": "code", From c91487eb259a3faa4353e8a4435ed93bcf3dacd0 Mon Sep 17 00:00:00 2001 From: Dennis Potter Date: Thu, 18 Oct 2018 16:33:45 +0200 Subject: [PATCH 3/4] Script is now able to plot 3d graphes. Still needs documentation and a major cleanup. --- tests/benchmarks/evaluate_logs.ipynb | 803 +++++++++++++++++++-------- tests/benchmarks/settings.json | 65 +++ 2 files changed, 643 insertions(+), 225 deletions(-) create mode 100644 tests/benchmarks/settings.json diff --git a/tests/benchmarks/evaluate_logs.ipynb b/tests/benchmarks/evaluate_logs.ipynb index 8ef82eef8..4f0539c08 100644 --- a/tests/benchmarks/evaluate_logs.ipynb +++ b/tests/benchmarks/evaluate_logs.ipynb @@ -9,7 +9,7 @@ }, { "cell_type": "code", - "execution_count": 159, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -43,7 +43,7 @@ }, { "cell_type": "code", - "execution_count": 160, + "execution_count": 37, "metadata": {}, "outputs": [ { @@ -97,65 +97,85 @@ }, { "cell_type": "code", - "execution_count": 123, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Loaded input dataset from: 0_RC-1-20000-100000_input.csv\n", - "Loaded output dataset from: 0_RC-1-20000-100000_output.csv\n", - "Loaded input dataset from: 1_RC-2-20000-100000_input.csv\n", - "Loaded output dataset from: 1_RC-2-20000-100000_output.csv\n", - "Loaded input dataset from: 2_RC-4-20000-100000_input.csv\n", - "Loaded output dataset from: 2_RC-4-20000-100000_output.csv\n", - "Loaded input dataset from: 3_RC-8-20000-100000_input.csv\n", - "Loaded output dataset from: 3_RC-8-20000-100000_output.csv\n", - "Loaded input dataset from: 4_RC-16-20000-100000_input.csv\n", - "Loaded output dataset from: 4_RC-16-20000-100000_output.csv\n", - "Loaded input dataset from: 5_RC-32-20000-100000_input.csv\n", - "Loaded output dataset from: 5_RC-32-20000-100000_output.csv\n", - "Loaded input dataset from: 6_RC-64-20000-100000_input.csv\n", - "Loaded output dataset from: 6_RC-64-20000-100000_output.csv\n", + "Loaded input dataset from: 00_UD-1-100-500_input.csv\n", + "Loaded output dataset from: 00_UD-1-100-500_output.csv\n", + "Loaded input dataset from: 01_UD-1-1000-5000_input.csv\n", + "Loaded output dataset from: 01_UD-1-1000-5000_output.csv\n", + "Loaded input dataset from: 02_UD-1-10000-50000_input.csv\n", + "Loaded output dataset from: 02_UD-1-10000-50000_output.csv\n", + "Loaded input dataset from: 03_UD-1-25000-125000_input.csv\n", + "Loaded output dataset from: 03_UD-1-25000-125000_output.csv\n", + "Loaded input dataset from: 04_UD-1-50000-250000_input.csv\n", + "Loaded output dataset from: 04_UD-1-50000-250000_output.csv\n", + "Loaded input dataset from: 05_UD-2-100-500_input.csv\n", + "Loaded output dataset from: 05_UD-2-100-500_output.csv\n", + "Loaded input dataset from: 06_UD-2-1000-5000_input.csv\n", + "Loaded output dataset from: 06_UD-2-1000-5000_output.csv\n", + "Loaded input dataset from: 07_UD-2-10000-50000_input.csv\n", + "Loaded output dataset from: 07_UD-2-10000-50000_output.csv\n", + "Loaded input dataset from: 08_UD-2-25000-125000_input.csv\n", + "Loaded output dataset from: 08_UD-2-25000-125000_output.csv\n", + "Loaded input dataset from: 09_UD-2-50000-250000_input.csv\n", + "Loaded output dataset from: 09_UD-2-50000-250000_output.csv\n", + "Loaded input dataset from: 10_UD-4-100-500_input.csv\n", + "Loaded output dataset from: 10_UD-4-100-500_output.csv\n", + "Loaded input dataset from: 11_UD-4-1000-5000_input.csv\n", + "Loaded output dataset from: 11_UD-4-1000-5000_output.csv\n", + "Loaded input dataset from: 12_UD-4-10000-50000_input.csv\n", + "Loaded output dataset from: 12_UD-4-10000-50000_output.csv\n", + "Loaded input dataset from: 13_UD-4-25000-125000_input.csv\n", + "Loaded output dataset from: 13_UD-4-25000-125000_output.csv\n", + "Loaded input dataset from: 14_UD-4-50000-250000_input.csv\n", + "Loaded output dataset from: 14_UD-4-50000-250000_output.csv\n", + "Loaded input dataset from: 15_UD-8-100-500_input.csv\n", + "Loaded output dataset from: 15_UD-8-100-500_output.csv\n", + "Loaded input dataset from: 16_UD-8-1000-5000_input.csv\n", + "Loaded output dataset from: 16_UD-8-1000-5000_output.csv\n", + "Loaded input dataset from: 17_UD-8-10000-50000_input.csv\n", + "Loaded output dataset from: 17_UD-8-10000-50000_output.csv\n", + "Loaded input dataset from: 18_UD-8-25000-125000_input.csv\n", + "Loaded output dataset from: 18_UD-8-25000-125000_output.csv\n", + "Loaded input dataset from: 19_UD-8-50000-250000_input.csv\n", + "Loaded output dataset from: 19_UD-8-50000-250000_output.csv\n", + "Loaded input dataset from: 20_UD-16-100-500_input.csv\n", + "Loaded output dataset from: 20_UD-16-100-500_output.csv\n", + "Loaded input dataset from: 21_UD-16-1000-5000_input.csv\n", + "Loaded output dataset from: 21_UD-16-1000-5000_output.csv\n", + "Loaded input dataset from: 22_UD-16-10000-50000_input.csv\n", + "Loaded output dataset from: 22_UD-16-10000-50000_output.csv\n", + "Loaded input dataset from: 23_UD-16-25000-125000_input.csv\n", + "Loaded output dataset from: 23_UD-16-25000-125000_output.csv\n", + "Loaded input dataset from: 24_UD-16-50000-250000_input.csv\n", + "Loaded output dataset from: 24_UD-16-50000-250000_output.csv\n", + "Loaded input dataset from: 25_UD-32-100-500_input.csv\n", + "Loaded output dataset from: 25_UD-32-100-500_output.csv\n", + "Loaded input dataset from: 26_UD-32-1000-5000_input.csv\n", + "Loaded output dataset from: 26_UD-32-1000-5000_output.csv\n", + "Loaded input dataset from: 27_UD-32-10000-50000_input.csv\n", + "Loaded output dataset from: 27_UD-32-10000-50000_output.csv\n", + "Loaded input dataset from: 28_UD-32-25000-125000_input.csv\n", + "Loaded output dataset from: 28_UD-32-25000-125000_output.csv\n", + "Loaded input dataset from: 29_UD-32-50000-250000_input.csv\n", + "Loaded output dataset from: 29_UD-32-50000-250000_output.csv\n", + "Loaded input dataset from: 30_UD-64-100-500_input.csv\n", + "Loaded output dataset from: 30_UD-64-100-500_output.csv\n", + "Loaded input dataset from: 31_UD-64-1000-5000_input.csv\n", + "Loaded output dataset from: 31_UD-64-1000-5000_output.csv\n", + "Loaded input dataset from: 32_UD-64-10000-50000_input.csv\n", + "Loaded output dataset from: 32_UD-64-10000-50000_output.csv\n", + "Loaded input dataset from: 33_UD-64-25000-125000_input.csv\n", + "Loaded output dataset from: 33_UD-64-25000-125000_output.csv\n", + "Loaded input dataset from: 34_UD-64-50000-250000_input.csv\n", + "Loaded output dataset from: 34_UD-64-50000-250000_output.csv\n", "Settings for this subdirectory: \n", - "[['infiniband', '0', 'RC', '1', '20000', '100000'], ['infiniband', '1', 'RC', '2', '20000', '100000'], ['infiniband', '2', 'RC', '4', '20000', '100000'], ['infiniband', '3', 'RC', '8', '20000', '100000'], ['infiniband', '4', 'RC', '16', '20000', '100000'], ['infiniband', '5', 'RC', '32', '20000', '100000'], ['infiniband', '6', 'RC', '64', '20000', '100000']]\n", - "\n", - "\n", - "Loaded input dataset from: 10_UC-8-20000-100000_input.csv\n", - "Loaded output dataset from: 10_UC-8-20000-100000_output.csv\n", - "Loaded input dataset from: 11_UC-16-20000-100000_input.csv\n", - "Loaded output dataset from: 11_UC-16-20000-100000_output.csv\n", - "Loaded input dataset from: 12_UC-32-20000-100000_input.csv\n", - "Loaded output dataset from: 12_UC-32-20000-100000_output.csv\n", - "Loaded input dataset from: 13_UC-64-20000-100000_input.csv\n", - "Loaded output dataset from: 13_UC-64-20000-100000_output.csv\n", - "Loaded input dataset from: 7_UC-1-20000-100000_input.csv\n", - "Loaded output dataset from: 7_UC-1-20000-100000_output.csv\n", - "Loaded input dataset from: 8_UC-2-20000-100000_input.csv\n", - "Loaded output dataset from: 8_UC-2-20000-100000_output.csv\n", - "Loaded input dataset from: 9_UC-4-20000-100000_input.csv\n", - "Loaded output dataset from: 9_UC-4-20000-100000_output.csv\n", - "Settings for this subdirectory: \n", - "[['infiniband', '10', 'UC', '8', '20000', '100000'], ['infiniband', '11', 'UC', '16', '20000', '100000'], ['infiniband', '12', 'UC', '32', '20000', '100000'], ['infiniband', '13', 'UC', '64', '20000', '100000'], ['infiniband', '7', 'UC', '1', '20000', '100000'], ['infiniband', '8', 'UC', '2', '20000', '100000'], ['infiniband', '9', 'UC', '4', '20000', '100000']]\n", - "\n", - "\n", - "Loaded input dataset from: 14_UD-1-20000-100000_input.csv\n", - "Loaded output dataset from: 14_UD-1-20000-100000_output.csv\n", - "Loaded input dataset from: 15_UD-2-20000-100000_input.csv\n", - "Loaded output dataset from: 15_UD-2-20000-100000_output.csv\n", - "Loaded input dataset from: 16_UD-4-20000-100000_input.csv\n", - "Loaded output dataset from: 16_UD-4-20000-100000_output.csv\n", - "Loaded input dataset from: 17_UD-8-20000-100000_input.csv\n", - "Loaded output dataset from: 17_UD-8-20000-100000_output.csv\n", - "Loaded input dataset from: 18_UD-16-20000-100000_input.csv\n", - "Loaded output dataset from: 18_UD-16-20000-100000_output.csv\n", - "Loaded input dataset from: 19_UD-32-20000-100000_input.csv\n", - "Loaded output dataset from: 19_UD-32-20000-100000_output.csv\n", - "Loaded input dataset from: 20_UD-64-20000-100000_input.csv\n", - "Loaded output dataset from: 20_UD-64-20000-100000_output.csv\n", - "Settings for this subdirectory: \n", - "[['infiniband', '14', 'UD', '1', '20000', '100000'], ['infiniband', '15', 'UD', '2', '20000', '100000'], ['infiniband', '16', 'UD', '4', '20000', '100000'], ['infiniband', '17', 'UD', '8', '20000', '100000'], ['infiniband', '18', 'UD', '16', '20000', '100000'], ['infiniband', '19', 'UD', '32', '20000', '100000'], ['infiniband', '20', 'UD', '64', '20000', '100000']]\n", + "[['infiniband', '00', 'UD', '1', '100', '500'], ['infiniband', '01', 'UD', '1', '1000', '5000'], ['infiniband', '02', 'UD', '1', '10000', '50000'], ['infiniband', '03', 'UD', '1', '25000', '125000'], ['infiniband', '04', 'UD', '1', '50000', '250000'], ['infiniband', '05', 'UD', '2', '100', '500'], ['infiniband', '06', 'UD', '2', '1000', '5000'], ['infiniband', '07', 'UD', '2', '10000', '50000'], ['infiniband', '08', 'UD', '2', '25000', '125000'], ['infiniband', '09', 'UD', '2', '50000', '250000'], ['infiniband', '10', 'UD', '4', '100', '500'], ['infiniband', '11', 'UD', '4', '1000', '5000'], ['infiniband', '12', 'UD', '4', '10000', '50000'], ['infiniband', '13', 'UD', '4', '25000', '125000'], ['infiniband', '14', 'UD', '4', '50000', '250000'], ['infiniband', '15', 'UD', '8', '100', '500'], ['infiniband', '16', 'UD', '8', '1000', '5000'], ['infiniband', '17', 'UD', '8', '10000', '50000'], ['infiniband', '18', 'UD', '8', '25000', '125000'], ['infiniband', '19', 'UD', '8', '50000', '250000'], ['infiniband', '20', 'UD', '16', '100', '500'], ['infiniband', '21', 'UD', '16', '1000', '5000'], ['infiniband', '22', 'UD', '16', '10000', '50000'], ['infiniband', '23', 'UD', '16', '25000', '125000'], ['infiniband', '24', 'UD', '16', '50000', '250000'], ['infiniband', '25', 'UD', '32', '100', '500'], ['infiniband', '26', 'UD', '32', '1000', '5000'], ['infiniband', '27', 'UD', '32', '10000', '50000'], ['infiniband', '28', 'UD', '32', '25000', '125000'], ['infiniband', '29', 'UD', '32', '50000', '250000'], ['infiniband', '30', 'UD', '64', '100', '500'], ['infiniband', '31', 'UD', '64', '1000', '5000'], ['infiniband', '32', 'UD', '64', '10000', '50000'], ['infiniband', '33', 'UD', '64', '25000', '125000'], ['infiniband', '34', 'UD', '64', '50000', '250000']]\n", "\n", "\n" ] @@ -246,34 +266,48 @@ }, { "cell_type": "code", - "execution_count": 124, + "execution_count": 10, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Test infiniband (RC) is missing 302 (0.3%) of 100000 in in-file.\n", - "Test infiniband (RC) is missing 254 (0.25%) of 100000 in in-file.\n", - "Test infiniband (RC) is missing 265 (0.27%) of 100000 in in-file.\n", - "Test infiniband (RC) is missing 270 (0.27%) of 100000 in in-file.\n", - "Test infiniband (RC) is missing 266 (0.27%) of 100000 in in-file.\n", - "Test infiniband (RC) is missing 270 (0.27%) of 100000 in in-file.\n", - "Test infiniband (RC) is missing 281 (0.28%) of 100000 in in-file.\n", - "Test infiniband (UC) is missing 334 (0.33%) of 100000 in in-file.\n", - "Test infiniband (UC) is missing 275 (0.27%) of 100000 in in-file.\n", - "Test infiniband (UC) is missing 273 (0.27%) of 100000 in in-file.\n", - "Test infiniband (UC) is missing 340 (0.34%) of 100000 in in-file.\n", - "Test infiniband (UC) is missing 260 (0.26%) of 100000 in in-file.\n", - "Test infiniband (UC) is missing 260 (0.26%) of 100000 in in-file.\n", - "Test infiniband (UC) is missing 286 (0.29%) of 100000 in in-file.\n", - "Test infiniband (UD) is missing 266 (0.27%) of 100000 in in-file.\n", - "Test infiniband (UD) is missing 275 (0.27%) of 100000 in in-file.\n", - "Test infiniband (UD) is missing 365 (0.36%) of 100000 in in-file.\n", - "Test infiniband (UD) is missing 256 (0.26%) of 100000 in in-file.\n", - "Test infiniband (UD) is missing 263 (0.26%) of 100000 in in-file.\n", - "Test infiniband (UD) is missing 279 (0.28%) of 100000 in in-file.\n", - "Test infiniband (UD) is missing 288 (0.29%) of 100000 in in-file.\n" + "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", + "Test infiniband (UD) is missing 10 (0.2%) of 5000 in in-file.\n", + "Test infiniband (UD) is missing 134 (0.27%) of 50000 in in-file.\n", + "Test infiniband (UD) is missing 355 (0.28%) of 125000 in in-file.\n", + "Test infiniband (UD) is missing 679 (0.27%) of 250000 in in-file.\n", + "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", + "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", + "Test infiniband (UD) is missing 128 (0.26%) of 50000 in in-file.\n", + "Test infiniband (UD) is missing 347 (0.28%) of 125000 in in-file.\n", + "Test infiniband (UD) is missing 682 (0.27%) of 250000 in in-file.\n", + "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", + "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", + "Test infiniband (UD) is missing 135 (0.27%) of 50000 in in-file.\n", + "Test infiniband (UD) is missing 336 (0.27%) of 125000 in in-file.\n", + "Test infiniband (UD) is missing 676 (0.27%) of 250000 in in-file.\n", + "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", + "Test infiniband (UD) is missing 10 (0.2%) of 5000 in in-file.\n", + "Test infiniband (UD) is missing 123 (0.25%) of 50000 in in-file.\n", + "Test infiniband (UD) is missing 422 (0.34%) of 125000 in in-file.\n", + "Test infiniband (UD) is missing 691 (0.28%) of 250000 in in-file.\n", + "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", + "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", + "Test infiniband (UD) is missing 135 (0.27%) of 50000 in in-file.\n", + "Test infiniband (UD) is missing 475 (0.38%) of 125000 in in-file.\n", + "Test infiniband (UD) is missing 712 (0.28%) of 250000 in in-file.\n", + "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", + "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", + "Test infiniband (UD) is missing 171 (0.34%) of 50000 in in-file.\n", + "Test infiniband (UD) is missing 351 (0.28%) of 125000 in in-file.\n", + "Test infiniband (UD) is missing 11231 (4.49%) of 250000 in in-file.\n", + "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", + "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", + "Test infiniband (UD) is missing 141 (0.28%) of 50000 in in-file.\n", + "Test infiniband (UD) is missing 439 (0.35%) of 125000 in in-file.\n", + "Test infiniband (UD) is missing 114249 (45.7%) of 250000 in in-file.\n" ] } ], @@ -311,34 +345,48 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Test infiniband (RC) is missing 383 (0.38%) of 100000 in out-file.\n", - "Test infiniband (RC) is missing 328 (0.33%) of 100000 in out-file.\n", - "Test infiniband (RC) is missing 341 (0.34%) of 100000 in out-file.\n", - "Test infiniband (RC) is missing 348 (0.35%) of 100000 in out-file.\n", - "Test infiniband (RC) is missing 339 (0.34%) of 100000 in out-file.\n", - "Test infiniband (RC) is missing 342 (0.34%) of 100000 in out-file.\n", - "Test infiniband (RC) is missing 354 (0.35%) of 100000 in out-file.\n", - "Test infiniband (UC) is missing 405 (0.4%) of 100000 in out-file.\n", - "Test infiniband (UC) is missing 348 (0.35%) of 100000 in out-file.\n", - "Test infiniband (UC) is missing 349 (0.35%) of 100000 in out-file.\n", - "Test infiniband (UC) is missing 411 (0.41%) of 100000 in out-file.\n", - "Test infiniband (UC) is missing 335 (0.34%) of 100000 in out-file.\n", - "Test infiniband (UC) is missing 332 (0.33%) of 100000 in out-file.\n", - "Test infiniband (UC) is missing 358 (0.36%) of 100000 in out-file.\n", - "Test infiniband (UD) is missing 329 (0.33%) of 100000 in out-file.\n", - "Test infiniband (UD) is missing 341 (0.34%) of 100000 in out-file.\n", - "Test infiniband (UD) is missing 428 (0.43%) of 100000 in out-file.\n", - "Test infiniband (UD) is missing 354 (0.35%) of 100000 in out-file.\n", - "Test infiniband (UD) is missing 363 (0.36%) of 100000 in out-file.\n", - "Test infiniband (UD) is missing 345 (0.34%) of 100000 in out-file.\n", - "Test infiniband (UD) is missing 347 (0.35%) of 100000 in out-file.\n" + "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", + "Test infiniband (UD) is missing 16 (0.32%) of 5000 in out-file.\n", + "Test infiniband (UD) is missing 167 (0.33%) of 50000 in out-file.\n", + "Test infiniband (UD) is missing 461 (0.37%) of 125000 in out-file.\n", + "Test infiniband (UD) is missing 824 (0.33%) of 250000 in out-file.\n", + "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", + "Test infiniband (UD) is missing 15 (0.3%) of 5000 in out-file.\n", + "Test infiniband (UD) is missing 161 (0.32%) of 50000 in out-file.\n", + "Test infiniband (UD) is missing 418 (0.33%) of 125000 in out-file.\n", + "Test infiniband (UD) is missing 826 (0.33%) of 250000 in out-file.\n", + "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", + "Test infiniband (UD) is missing 15 (0.3%) of 5000 in out-file.\n", + "Test infiniband (UD) is missing 166 (0.33%) of 50000 in out-file.\n", + "Test infiniband (UD) is missing 411 (0.33%) of 125000 in out-file.\n", + "Test infiniband (UD) is missing 839 (0.34%) of 250000 in out-file.\n", + "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", + "Test infiniband (UD) is missing 16 (0.32%) of 5000 in out-file.\n", + "Test infiniband (UD) is missing 155 (0.31%) of 50000 in out-file.\n", + "Test infiniband (UD) is missing 498 (0.4%) of 125000 in out-file.\n", + "Test infiniband (UD) is missing 837 (0.33%) of 250000 in out-file.\n", + "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", + "Test infiniband (UD) is missing 15 (0.3%) of 5000 in out-file.\n", + "Test infiniband (UD) is missing 166 (0.33%) of 50000 in out-file.\n", + "Test infiniband (UD) is missing 550 (0.44%) of 125000 in out-file.\n", + "Test infiniband (UD) is missing 910 (0.36%) of 250000 in out-file.\n", + "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", + "Test infiniband (UD) is missing 15 (0.3%) of 5000 in out-file.\n", + "Test infiniband (UD) is missing 201 (0.4%) of 50000 in out-file.\n", + "Test infiniband (UD) is missing 429 (0.34%) of 125000 in out-file.\n", + "Test infiniband (UD) is missing 11367 (4.55%) of 250000 in out-file.\n", + "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", + "Test infiniband (UD) is missing 16 (0.32%) of 5000 in out-file.\n", + "Test infiniband (UD) is missing 173 (0.35%) of 50000 in out-file.\n", + "Test infiniband (UD) is missing 517 (0.41%) of 125000 in out-file.\n", + "Test infiniband (UD) is missing 114334 (45.73%) of 250000 in out-file.\n" ] } ], @@ -377,43 +425,13 @@ }, { "cell_type": "code", - "execution_count": 126, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "First and second sample of test infiniband (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband (RC): 0 and 1, respectively\n", - "First and second sample of test infiniband (RC): 81 and 82, respectively\n", - "First and second sample of test infiniband (RC): 74 and 75, respectively\n", - "First and second sample of test infiniband (RC): 76 and 77, respectively\n", - "First and second sample of test infiniband (RC): 78 and 79, respectively\n", - "First and second sample of test infiniband (RC): 73 and 74, respectively\n", - "First and second sample of test infiniband (RC): 72 and 73, respectively\n", - "First and second sample of test infiniband (RC): 73 and 74, respectively\n", - "\n", - "First and second sample of test infiniband (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband (UC): 0 and 1, respectively\n", - "First and second sample of test infiniband (UC): 71 and 72, respectively\n", - "First and second sample of test infiniband (UC): 73 and 74, respectively\n", - "First and second sample of test infiniband (UC): 76 and 77, respectively\n", - "First and second sample of test infiniband (UC): 71 and 72, respectively\n", - "First and second sample of test infiniband (UC): 75 and 76, respectively\n", - "First and second sample of test infiniband (UC): 72 and 73, respectively\n", - "First and second sample of test infiniband (UC): 72 and 73, respectively\n", - "\n", "First and second sample of test infiniband (UD): 0 and 1, respectively\n", "First and second sample of test infiniband (UD): 0 and 1, respectively\n", "First and second sample of test infiniband (UD): 0 and 1, respectively\n", @@ -421,13 +439,69 @@ "First and second sample of test infiniband (UD): 0 and 1, respectively\n", "First and second sample of test infiniband (UD): 0 and 1, respectively\n", "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 63 and 64, respectively\n", - "First and second sample of test infiniband (UD): 66 and 67, respectively\n", - "First and second sample of test infiniband (UD): 63 and 64, respectively\n", - "First and second sample of test infiniband (UD): 98 and 99, respectively\n", - "First and second sample of test infiniband (UD): 100 and 101, respectively\n", - "First and second sample of test infiniband (UD): 66 and 67, respectively\n", - "First and second sample of test infiniband (UD): 59 and 60, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 0 and 1, respectively\n", + "First and second sample of test infiniband (UD): 1 and 2, respectively\n", + "First and second sample of test infiniband (UD): 6 and 7, respectively\n", + "First and second sample of test infiniband (UD): 33 and 34, respectively\n", + "First and second sample of test infiniband (UD): 106 and 107, respectively\n", + "First and second sample of test infiniband (UD): 145 and 146, respectively\n", + "First and second sample of test infiniband (UD): 1 and 2, respectively\n", + "First and second sample of test infiniband (UD): 4 and 5, respectively\n", + "First and second sample of test infiniband (UD): 33 and 34, respectively\n", + "First and second sample of test infiniband (UD): 71 and 72, respectively\n", + "First and second sample of test infiniband (UD): 144 and 145, respectively\n", + "First and second sample of test infiniband (UD): 1 and 2, respectively\n", + "First and second sample of test infiniband (UD): 4 and 5, respectively\n", + "First and second sample of test infiniband (UD): 31 and 32, respectively\n", + "First and second sample of test infiniband (UD): 75 and 76, respectively\n", + "First and second sample of test infiniband (UD): 163 and 164, respectively\n", + "First and second sample of test infiniband (UD): 1 and 2, respectively\n", + "First and second sample of test infiniband (UD): 6 and 7, respectively\n", + "First and second sample of test infiniband (UD): 32 and 33, respectively\n", + "First and second sample of test infiniband (UD): 76 and 77, respectively\n", + "First and second sample of test infiniband (UD): 146 and 147, respectively\n", + "First and second sample of test infiniband (UD): 1 and 2, respectively\n", + "First and second sample of test infiniband (UD): 4 and 5, respectively\n", + "First and second sample of test infiniband (UD): 31 and 32, respectively\n", + "First and second sample of test infiniband (UD): 75 and 76, respectively\n", + "First and second sample of test infiniband (UD): 198 and 199, respectively\n", + "First and second sample of test infiniband (UD): 1 and 2, respectively\n", + "First and second sample of test infiniband (UD): 4 and 5, respectively\n", + "First and second sample of test infiniband (UD): 30 and 31, respectively\n", + "First and second sample of test infiniband (UD): 78 and 79, respectively\n", + "First and second sample of test infiniband (UD): 136 and 137, respectively\n", + "First and second sample of test infiniband (UD): 1 and 2, respectively\n", + "First and second sample of test infiniband (UD): 5 and 6, respectively\n", + "First and second sample of test infiniband (UD): 32 and 33, respectively\n", + "First and second sample of test infiniband (UD): 78 and 79, respectively\n", + "First and second sample of test infiniband (UD): 85 and 86, respectively\n", "\n" ] } @@ -470,74 +544,116 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Test infiniband (RC): 81 (0.4%) samples were never transferred \n", + "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (RC): 74 (0.37%) samples were never transferred \n", + "Test infiniband (UD): 6 (0.6%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (RC): 76 (0.38%) samples were never transferred \n", + "Test infiniband (UD): 33 (0.33%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (RC): 78 (0.39%) samples were never transferred \n", + "Test infiniband (UD): 106 (0.42%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (RC): 73 (0.36%) samples were never transferred \n", + "Test infiniband (UD): 145 (0.29%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (RC): 72 (0.36%) samples were never transferred \n", + "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (RC): 73 (0.36%) samples were never transferred \n", + "Test infiniband (UD): 4 (0.4%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UC): 71 (0.36%) samples were never transferred \n", + "Test infiniband (UD): 33 (0.33%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UC): 73 (0.36%) samples were never transferred \n", + "Test infiniband (UD): 71 (0.28%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UC): 76 (0.38%) samples were never transferred \n", + "Test infiniband (UD): 144 (0.29%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UC): 71 (0.36%) samples were never transferred \n", + "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UC): 75 (0.38%) samples were never transferred \n", + "Test infiniband (UD): 4 (0.4%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UC): 72 (0.36%) samples were never transferred \n", + "Test infiniband (UD): 31 (0.31%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UC): 72 (0.36%) samples were never transferred \n", + "Test infiniband (UD): 75 (0.3%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UD): 63 (0.32%) samples were never transferred \n", + "Test infiniband (UD): 163 (0.33%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UD): 66 (0.33%) samples were never transferred \n", + "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UD): 63 (0.32%) samples were never transferred \n", + "Test infiniband (UD): 6 (0.6%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UD): 98 (0.49%) samples were never transferred \n", + "Test infiniband (UD): 32 (0.32%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UD): 100 (0.5%) samples were never transferred \n", + "Test infiniband (UD): 76 (0.3%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UD): 66 (0.33%) samples were never transferred \n", + "Test infiniband (UD): 146 (0.29%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n", - "Test infiniband (UD): 59 (0.29%) samples were never transferred \n", + "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 4 (0.4%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 31 (0.31%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 75 (0.3%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 198 (0.4%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 4 (0.4%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 30 (0.3%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 78 (0.31%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 136 (0.27%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 5 (0.5%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 32 (0.32%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 78 (0.31%) samples were never transferred \n", + "0 (0.0%) of these after the first sample occured in out-file.\n", + "\n", + "Test infiniband (UD): 85 (0.17%) samples were never transferred \n", "0 (0.0%) of these after the first sample occured in out-file.\n", "\n" ] @@ -602,7 +718,7 @@ }, { "cell_type": "code", - "execution_count": 128, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -636,7 +752,7 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ @@ -667,16 +783,26 @@ }, { "cell_type": "code", - "execution_count": 130, + "execution_count": 16, "metadata": { "scrolled": false }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/usr/lib64/python3.6/site-packages/matplotlib/pyplot.py:524: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " max_open_warning, RuntimeWarning)\n", + "/usr/lib64/python3.6/site-packages/matplotlib/pyplot.py:524: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", + " max_open_warning, RuntimeWarning)\n" + ] + }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -684,9 +810,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -694,9 +820,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -704,9 +830,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -714,9 +840,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -724,9 +850,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -734,9 +860,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -744,9 +870,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -754,9 +880,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -764,9 +890,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -774,9 +900,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -784,9 +910,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -794,9 +920,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -804,9 +930,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -814,9 +940,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -824,9 +950,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -834,9 +960,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3XlYlPXe+PH3sC8DgooKioIaCLkdU/tppqRHc0s9Ke4LVlb02MlcjrklmltiaWVap1TUNI1KU4+WGWJZ5tE2DQVXxBUkZN9hfn94MaeJbZgB5ot+Xtfl9ejc2/u+Z+I88+VeNDqdTocQQgghhBBCCCGEgqwsHSCEEEIIIYQQQghRHhm4EEIIIYQQQgghhLJk4EIIIYQQQgghhBDKkoELIYQQQgghhBBCKEsGLoQQQgghhBBCCKEsGbgQQgghhBBCCCGEsmTgQgghhBBCCCGEEMqSgQshhBBCCCGEEEIoSwYuhBBCCCGEEEIIoSwZuBBCCCGEEEIIIYSyZOBCCCGEEEIIIYQQyrovBy40Go2lE4QQQgghhBBCiPuKqd/Fbaq5o86QwQshhBBCCCGEEEJ99+3AhU6ns3RCuWJjY2nTpk3tb/j6dfJ69MD+6FFo2rTc2SzWZySV+1RuA+kzl8p9KreB9JlL+kynchtIn7lqqy8vL49bt27h7e2NlVXlJzTn5OSQmJhI8+bNjZrfEoqLi5VtA+kzh8ptIH3mqu2+goICbty4gaenJ3Z2dpXOb+oJBOoe8ftYXFycxbZdkJ9f6TyW7DOGyn0qt4H0mUvlPpXbQPrMJX2mU7kNpM9cKvdpNBqlv/wIIYQxrK2ta2U799VPy4iICIKCgiydIYQQQgghhBBCCCPdVwMXISEhREdHWzpDCCGEEEIIIYQQRrqvBi6EEEIIIYQQQghRt8jAhRBCCCGEEEIIIZQlAxdCCCGEEEIIIZQUFhbGoEGD6N+/Pw8//DCRkZEkJibSs2dPHnvsMUaPHk1hYSEnTpxgypQpwN1bBJw8edLC5aI6ycCFgvz9/S22bVsjHmFjyT5jqNynchtIn7lU7lO5DaTPXNJnOpXbQPrMpXqfKC0sLIyQkBCLbDsoKAgHBwe0Wi1ardag49q1awQFBeHk5MRDDz1ETEyMRRrLYmpbRcuVN+3cuXN06tQJX19f9u7da3JzUlISDz74IPl/eaJhWFgYkydPLjX/ypUr0Wg0HD58mOjoaOrVq8fBgwc5fPgwbm5uHDt2jC5duuDp6cm0adNo0aIFnTt3NrnPHAUFBUyYMIEmTZrg7u7OoEGDSEhI0E/v27cvHh4euLu706dPnyo9/aiiz2iJ7777Do1GQ0RERDXsDXTv3l2Jz7sMXCjIks9Dtzdi4ELl57WD2n0qt4H0mUvlPpXbQPrMJX2mU7kNpM9cKvdpNBpLJ1RI9Ue11lTfe++9R2ZmJpmZmQZf/J599lkCAwP5448/GD58OGPGjLFIX1lMbatoufKmhYWF8c4773D8+HFee+01k5tXrFjB008/jV0Z3z3K+m/D2dmZxo0b4+TkRHZ2NqmpqYwdO5bHHnuML7/8kvT0dABCQ0NZv349oaGhJrdVprL3tqioCH9/f37++Wdu375NmzZtDAYYXn/9da5fv05KSgqjRo1i/PjxVdp+eZ9RgMLCQubOnVutP/umT5/OwoULq219plL7J5IQQgghhBDinnfs2DG0Wi3Lli1j27Zt+t8op6WlVcv63377bWbMmMGFCxeqvGx6ejoHDx5k7ty5ODo6MmPGDC5dusSZM2cA8PHxMXhyoUajIT4+Xv/v8+fP8+ijj+Lq6oqXlxerVq0qtY3r16/Tpk0bdu3aVa1tpixX0TSdTlfmF/fk5GSjm/Py8tiyZQtjx47Vv1aV91+n07Ft2zb69u3L4cOH6dGjBzqdDoBZs2bx/vvvM3PmzFLLmXqMq8rBwYH58+fj5eWFjY0NkydPNrhspVOnTtjZ2VFcXExRURFnz56ttm2/8847DBo0iMaNGxu8XtFntLLP5+DBg4mKiiIxMbHaOk0hAxcKio2Ntch279y5Q1Z2NlevXiU+Pr7cPz/++KNF+oxlqeNnDJXbQPrMpXKfym0gfeaSPtOp3AbSZy6V+0q+aKmquLi4VrfXrVs3MjMzmTt3LuPGjdP/RrlevXrV0jds2DCsra3p0aMH/fv3Z+/evWWuY9asWTRs2JB+/frpT+G/cOECzs7OODk5ERQURHZ2Ni1btqzwFP8/r3vhwoX87W9/IzU1lZiYGLp161Zq/oKCAuLi4qo8UGNqW0XLVTRt4cKFvPDCC3Tp0oUFCxbwzTffMHbsWHbu3Gl0848//oiHhwdNmjTRv/bn93/s2LGVvv99+vRh/fr1PPHEE6SmpgLw8ccf07p1a0JCQmjVqhU7duwwWMbUY/xXVf3snThxgg4dOhi8NnjwYBwcHHjhhRd4/vnnq7S+sj6jALdu3WLTpk1MmzatSuur7PPp4ODAQw89xNdff12l9VY3G4tuXZQpLi6u1k9tTElJoVu3R9iTmU7vbt24UcG8jk7OXLuaQP369WutryoscfyMpXIbSJ+5VO5TuQ2kz1zSZzqV20D6zKV6nzDO0aNHmTlzJs2aNePTTz+tcN74+HjOnTtHv379DF5v3rw5K1euZOnSpezevZu3336bl156iWXLljF69GgAwsPDCQwMRKfTsXDhQoYOHcrvv/9OVlYWLi4uZGVlERMTQ1ZWFq6urmRmZhq9D0lJSSQmJuLp6ckjjzxSarqPj49Jg1mmtlW0XEXT2rRpw08//cTnn3/Oli1b6NmzJx9++CFOTk5GN58+fRo/Pz+j5w8LCwPQXxZR8n9PnTpV7jKLFi0q9Zqpx9gciYmJvPrqq2zdutXg9X379pGTk8OWLVt44IEHjF5feZ9RGxsbZs6cydy5c3FwcKhyZ2Wfz4CAgAqPd22QMy4EcPd0sczMdHCsD4/NhwHhZf8JmkNOdpb+OjIhhBBCCCFqUo8ePUr99rw88fHxHDx4sNzptra2dOjQgb/97W9kZWVx/fp1/bQuXbrg7OyMVqslPDyca9euce7cOZydncnMzMTb25vbt2/TrFkzMjIy0Gq1RjWFh4djb29Pp06d8Pf35/PPPzdqOWOY2lbRchVNO3HiBMHBweTm5rJ69Wp27txJmzZt2Ldvn9HNaWlpuLi4mLvrysvOzmbIkCHMnDmToKCgUtMdHR2ZMmUK48aNIyUlxah1lvcZ/f7777l06ZJ+EK4qjPl8uri46M9ssRQZuBCGrKzBqT44Nyz7j6OaZ1kIIYQQQoi6z9ibWpb1OMydO3cybdo0du7cSVBQEKdPn9bPn5uby0cffUSvXr3o168fbm5unD59mhkzZpS5fo1Go29p3bo1mZmZ+kGO/Px8Ll68aPDUmry8PAAyMjJKratp06Zs3ryZGzduMGPGDJ577jnjDoYRjGmr6nIVTWvXrh2fffYZ48ePZ926dUydOpWffvqJJUuWGN3s5uZW5nGCst//o0eP8v/+3/9jxIgRla67soGr2lJYWEhwcDA9evTgpZdeqnDezMxMLl26VOVt/PkzeuLECY4dO4ZGo8Ha2pojR44wefJkXnnlFf385X1Gjfl8ZmRk4ObmVuXG6iQDF0IIIYQQQgglNGnShLNnz1JUVFThfGU9DnPUqFGsWbOGUaNGER0dTbt27fTzr1y5ki1btjB9+nQuXrzI3LlzadSokX56amoqX375JXl5eeTl5bFo0SI8PT3x8/PD1dWVfv36sXz5cnJzc3nzzTdp2bIlgYGB+uUjIyMpLCzkgw8+AO7eO67Erl27uHHjhv5LZVlnQ1y/fp3WrVtX+WwMY9rKWndFy1U07c+XIRQVFWFra4uNjQ2FhYVGN7dr167ce3A0adKE2NhYg/e/us64MfUYm+KZZ57Bzc2t1I0uz549yyeffEJWVhZ5eXksXrwYW1tbg0vayuus6DM6bdo0dDodOp2OoqIievXqxaZNm1ixYoV++fI+o8Z8Ps+ePUv79u2r7fiYQgYuhBBCCCGEEEoYOXIkzs7ONG3alGbNmpV7eXJ5j8MszyuvvMLBgwcZOnQo1tbWpaYXFBTwyiuv0KBBA5o0acKPP/7Inj17sLG5e0vA999/n9OnT+Pu7s4nn3zCxx9/bLB8Xl4eTZo04ejRo0yaNMngt9YnT57koYceQqvV8s4777B58+Yyt3/x4kWTLseurK28dVe0XGXrBHjxxRdZunQpbdq0Yfbs2Ub3PvzwwyQnJ3Pz5s1S04x9/6t6xk1Fx6G6Xblyhc2bN7Nr1y5cXFz0T0hJSEjAysqKt956i2bNmuHh4cHBgwfZu3evwWBBeZ2VfUYr89fP6JQpU4DKP5+5ubn89NNP9O3b18wjYx65OacQQgghhBBCCW5ubkRFRZV63cnJiT/++EP/7+3bt9O3b19CQ0MZP368/qaLdnZ2FBQUlFrezs6uwu16eHjw66+/ljvd29ubI0eOlDt93rx5Bjdg/POTJ5YuXcrSpUsr3L45N46srK28dVe0XGXrBGjWrBk///xz1WIBe3t7Jk2axMcff8z06dMNprm5uXHo0KFKLxkqOePGwcGB559/Xn/GTePGjdm3b1+Zj5ytrZtztmjRosLtfP/99xUuX15nZZ/RP/vzo09L/PUzWqKyz+fevXvp3bt3qUes1jY540JBlV2TVlUpKSkVPt40Pj6ea9euVes2Lam6j191UrkNpM9cKvep3AbSZy7pM53KbSB95lK9TxivUaNGNGrUiJ49e/LTTz/Ru3fvUo/DhLuXIfz666+MHz+ec+fOWbBYVGT27Nls2LCB/Px8k5av6hk3wnRvvvmm/skuliRnXCioOh/blZKSgo9vKzLSK78LrFe1bdWyVH7smcptIH3mUrlP5TaQPnNJn+lUbgPpM5fKfRqNxtIJFTL2Jpm1aefOnQb/LuvxjC4uLpWeKVAbVDx+JVRoa9SoETExMWVOK6vvr2fcbNu2rUpn3FQnFY5fRaq779ixY9W6PlPJwMU9Lj09/e6gRdCcip8IknIJjq+vvTAhhBBCCCHuAfHx8ZZOuOf9+Yyb1atX06dPHyZOnMj+/fsNLqto164dc+bMYfz48bz66qv4+flZsFod98JnVO3homoWERFR5jN0VRMbG1v9K3Ws4BGnzg3BwbKPt6lONXL8qonKbSB95lK5T+U2kD5zSZ/pVG4D6TOXyn21ca29Of58jwYVSZ/pVG6D8vt27tzJt99+y0MPPUTHjh05deoUe/fuZd++fQwePBj43xk3H330UY0NWtTV41fX3VcDFyEhIWXeqEQ15T0eSBhH5eOnchtIn7lU7lO5DaTPXNJnOpXbQPrMpXqfEEII49xXAxdCCCGEEEIIIYSoHrV19pjc40IIIYQQQohaZG1tjU6n4/bt29jb22Nra6u/oZ4qN+0sLi5W+iaE0mc6ldtA+sxV0306nU7/p6CggJycHDQaDdbW1jW2TZCBCyGEEEIIIWqVnZ0drq6uFBcXk5GRQWFhoaWTStHpdMoMopRF+kynchtIn7lqs8/W1hY7OzsaN24sAxdCCCGEEELca+zs7NBqtcD/TrVW6YadmZmZ+j4VSZ/pVG4D6TNXbfSVDIzU5gCODFwIIYQQQghhQZb4ElAZKysrpU+Hlz7TqdwG0mcu1ftMde/t0T3A39/f0gl1msrHT+U2kD5zqdynchtIn7mkz3Qqt4H0mUvlPltbW0snVEj6zKNyn8ptIH3mUr3PVBqdSuek1RKNRqPUqXg1KT4+Hl9fXxgQDs4Ny5/x9jm8jiwnytmD3kFzuOHoXvZ8WclwYBaXL1/Gx8enRpqFEEIIIeqSvLw8bt26hbe39z35m04hhKgupn4Xl5+sQgghhBBCCCGEUJbc40JBsbGxtGnTxtIZdZbKx0/lNpA+c6ncp3IbSJ+5pM90KreB9JlL5b6srCwKCwvJz8+nsLCQ4uJiSycZuN8f+WgulftUbgPpM1dt9Gk0GjQaDTY2Ntjb2+Pk5ISNTc0OLcjAhYLi4uKU/R/ZukDl46dyG0ifuVTuU7kNpM9c0mc6ldtA+sylal9hYSHJycnY2tpib2+Ps7Oz/ouAKuSRj+ZRuU/lNpA+c9VGn06no7i4mIKCAjIyMkhPT8fLy6tGB0xk4EIIIYQQQohaVFBQgE6nw9PTU9kvQPJbZfOo3KdyG0ifuWq7r6ioiGvXrlFYWIidnV2NbUfdIy6EEEIIIcQ9SrUzLIRQye3bt/njjz+qdZ2ZmZncunWLwsLCal3v/a62fo7JwIUQQgghhBBCCGV06dKFXr16Ves6V61ahaenJ7/++mu1rlfUDhm4EEIIIYQQQggh6igHBwf9WVxvvPGGpXNqhAxcCCGEEEIIIYRQRnx8PL///nu1rjMsLAydTkfnzp2rdb0qWLFiBc8//7ylM2qUDFwoyN/f39IJdZrKx0/lNpA+c6ncp3IbSJ+5pM90KreB9JlL9T4h7jdhYWF07doVPz8/evfuzfjx42nQoAFfffUVADNnzsTa2hqNRkPbtm0Nlr1y5Qr9+vVDq9Xi7u7O3//+d/Ly8gBITU1l+PDhuLm54erqyiOPPMKNGzcA+P333/VnI2g0Gk6ePKlfZ0REBBqNhpkzZ+Lp6YmPj4/B9KVLl9KwYUO6du3K6NGj0Wg0xMfHV7qfUVFRdOjQAQcHBzw9PZkxY4Z+Wnh4OK1atcLBwQFvb28WLFgAQHR0NA4ODowYMQJfX19mz56Nu7s7ixYtAiAoKAitVsu8efPQarU8+uij+n2cNm0ao0aNKrdn9erVtGrVCjc3N4YOHapfDuDtt9+mRYsWODg48MADD7Bt2zaDZZOTk4mNjSUtLa3S/a5JMnChIBUf21WXqHz8VG4D6TOXyn0qt4H0mUv6TKdyG0ifuVTuU/3GnCo/NQGkzxyWbvv555/p2LEjhw8fJiUlBQcHB7Zs2QLAE088QXh4OO7u7qWWmzdvHlFRUYSGhhIaGkpqaioFBQXA3ftXfP7554waNYpp06ZhZ2fHnTt3APD09CQ8PJy+ffuW27Rnzx5GjRrFlStXWLZsGQA//vgj8+fPx8vLi4cffphPPvkEMO74TZw4kaSkJObOncvIkSO5dOmSftpXX31Fx44dmTNnDt7e3ixZsoSDBw8CkJeXh5WVFVevXmXv3r0EBgby73//W79sdnY2R48eJTg4mKNHjzJnzpxS2/7rz5Zt27Yxffp0AgMDmTp1KkeOHGHs2LEAXLhwgZdeeolGjRqxYMECHnnkES5cuGCw/Nq1awkICGDXrl2V7ndNksehCiGEEEIIIYSoFV5eXqxYsYLIyEhmzJhBREQEiYmJAPTq1YtevXqxdu3aUsvpdDpsbW3p1KkTAwcO1A8wlEwDaN++PSNHjmTx4sX6aQ0aNGDmzJlkZmby9ddfl9k0Y8YMnnvuOXbs2MHly5cB2L9/PwDvvfce3bt358yZM0RFRRm1jzqdDldXV3r27En37t0NHhMaGRmJVqslKSmJtm3bMmLECH777Te6dOkC3L3s48cff2T48OH4+PgQGhpqsN4dO3bg6enJ999/z6FDhyptiYiIwNXVldWrV2NjY0NKSgrr16/n2rVr+uPm5eXFkCFDaNu2rbKDquoOBd7HYmNjLZ1Qp6l8/FRuA+kzl8p9KreB9JlL+kynchtIn7lU7iv5wqCq4uJiSydUSPpMZ+k2Kysr/VkL1tbWWFtb68+cgPL7VqxYQf/+/Xnqqado0KABI0aMICsrC7h7icmkSZOYO3cujRs3pk+fPty6dcvopgYNGgB3b3JZ0lIymOLr6wtAq1atKuz7s+3bt1O/fn369OlDgwYNWLhwIQCFhYVMmzYNJycnmjVrxogRI4C7Z1KUKDk+ZR0bOzs7PD09AfDx8SE5ObnUtv/6s+XatWukp6fzwAMP4Ovry/r16wFISEjggQceYN26dZw9e5b27dvj7e3N7t27DZYvuTdISEhIpftdk2TgQkFxcXGWTqjTVD5+KreB9JlL5T6V20D6zCV9plO5DaTPXKr3CSHuMmYgr1mzZuzatYvU1FTWrFnDZ599xtatWwFwc3MjIiKClJQUdu3aRVRUFGvWrDGrqWHDhgD6MzAuXrxo9LI9e/bk2LFjJCcn849//IPFixcTGxvL119/zZYtW+jTpw/bt2/X37/C2IHM/Px8/f0prly5om8E9Gd15OTkGCzTtGlT3N3d2bVrl8EfPz8/dDodoaGhnDt3jkuXLlG/fv1SN/lU5R4XcqmIEEIIIYQQQgiLW7VqFTqdjvT0dPLy8li1ahX16tVjypQphIaGkpGRQUBAAL/++ivwv/s5LFmyhF9++YWOHTty9epVg2lffvklv//+Oz/88AMAH330EdHR0RXezBKgf//+LFu2jNDQUHr27Gn0ZSIA3bp146GHHqJp06acOXNG32NrawtAWloaFy5cIDIysgpH564xY8bQsmVLzp07x8SJE/Wv+/r6otFo2LhxI7a2tjRp0oTJkyczfvx4vvnmGyIiIujatStJSUkcOnSI33//nQsXLhAcHEzfvn1xdnYmKSmp1KUia9euZdGiRWzatMmiZ13IwIUQQgghhBBCCIubNWtWqX+3aNGCKVOm0LlzZ9544w0+//xzHBwcGDt2rP6Le4cOHfjss8/46quvsLa2ZsCAAUyfPh2AHTt2sHnzZv0633rrLYBKH4v66KOPEhYWxjvvvMP333/P0KFD+eKLL4y6OWfnzp354osvSEpKomHDhixduhR/f3/8/PyYOnUqH330EfHx8UydOpX58+cbfXycnZ3p3r0777zzDo8++qjBfT48PT1ZvHgxq1evZu7cufj7+zN58mQmTZpEamoq69ev58svv6RBgwb069cPAHd3d7y8vNi4cSMZGRm0atWKlStXGt1Tm+r0wMWxY8eYPn06dnZ2aLVatm3bhpubm6WzhBBCCCGEEEL8RVhYGGFhYcD/Lo8ICgrST9fpdBQXF5c5OPDMM8/wzDPPlLneIUOGMGTIkDKnRUREEBERUW7Tn88i+OujTufPn6+/P8Xw4cMB8PDwKHddJdauXVvmDUY1Gg3vvPMO77zzjv61efPm6f9eckz+3PHXsxyWL1/O8uXLy9zu/PnzmTt3rsHx02g0TJs2jWnTppWav0GDBvznP/+pcF/+/J5ZUp0euGjRogXffPMNTk5OvPfee7z77rsGb7wQQgghhBBCCGGKLl26MHjwYPLy8ti7dy9dunTB0dHR0ln3pTo9cOHl5aX/u42NDTY2dXp3hBBCCCGEEEIool69eqxevRqA7t278+6771q46P5l8aeKrF27ls6dO2Nvb8+wYcMMphUUFDB16lTq169P/fr1efHFFyksLCy1jj/++IN169bx9NNP11Z2jfL397d0Qp2m8vFTuQ2kz1wq96ncBtJnLukzncptIH3mUr1PCKG2w4cPk5GRQUZGBtHR0Tz44IMWa4mOjiYzM9Ni27c0iw9ceHl5MX/+fKZMmVJq2pIlSzh69CgxMTHExMTw3XffGdyABO4+8zY4OJi1a9caPA6mLmvTpo2lE+o0lY+fym0gfeZSuU/lNpA+c0mf6VRuA+kzl8p9f71zv2qMuQGhJUmf6VRuA+kzl+p9prL4Xj355JMMGzaszEGHjRs3Mn/+fDw9PfH09GTevHls2LBBP72wsJDRo0fz4osv0r1799rMFkIIIYQQQgghRC2w+MBFee7cucO1a9fo2LGj/rWOHTuSkJBAWloaAB9//DHffvstb731FkFBQYSHh1sqt1rFxsZaOqFOU/n4qdwG0mculftUbgPpM5f0mU7lNpA+c6ncV/L0AFUVFxdbOqFC0mc6ldtA+sylep+plL2bZcn1O39+vGnJ3zMyMqhXrx4TJkxgwoQJla4rLCyMRYsWGbz2xRdflDmvv7+//rTC2NhY4uLian2+uLi4al1fTTh48CCNGzeulj7Vj191zlcyXfqkr7b74uLiaNOmjcX+u5Q+6VO1D7Dozw3puzf67O3tadWqFVlZWWg0GmxtbbG3twcgLy+PgoICg/Xk5+cDGDz2sbIvG5aYT/ru3b6S141Z38CBA5kwYQLjxo1Tsq+m5isoKOC5554jMjISd3d3Vq1axYgRI6rUN3v2bHx9fXnhhReM2u63337Lc889x7Vr1+jbty+bN2/GxcWl0v24du0aEydO5L///S8BAQFERETw4IMPYmVlRVpaGhMnTuTQoUM0a9aM999/n549e5KTk8PYsWM5fvw4oaGhLFy4sFTf+vXrSUhI0D9+taz9LS4uRqfTkZ2dTX5+fqU//0ymU8TChQt1Q4cO1f87JSVFB+guXLigf+38+fM6QJeammrWthTa7TLt3r272tZ1+fJlHaBjQLiOEZvK/9Nrjs4LdLHOHjqvQW+WP9+AcB2gu3z5crU1VrfqPH7VTeU2nU76zKVyn8ptOp30mUv6TKdym04nfeaqrb7c3FxdfHy8rqioyKj5s7OzdfHx8TVcZR5j98VSpM90KrfpdOr0vf7667rOnTvrUlJSdN98841Oq9Xqrl+/bnTfrVu3dN7e3rrc3Fyj5s/KytI1bNhQt3XrVl1GRobuiSee0L344otGLTtgwABdaGioLjs7W7dkyRJdu3bt9NNCQ0N1TzzxhC4jI0O3detWXaNGjXTZ2dm6999/X7d06VJdbm6ubtCgQbrz58+XWm9ubq6uadOmuqSkpHK3XVRUpIuPj9fl5eUZ1Wrqd3FlLxVxd3enWbNm/Prrr/rXfv31V7y9valXr54Fy4QQQgghhBDi3rZhwwa0Wi3W1tZEREQYTAsJCeHZZ5+le/fuuLq6lvmghYkTJzJx4sRaqq1+kZGRTJs2DXd3d3r37s3DDz/M7t27jV5+8+bNDB48WH/2QWUOHz6Mm5sb48ePR6vV8q9//YsdO3ZUulx6ejoHDx5k7ty5ODo6Mn36dC5dusSZM2f0+zF79my0Wi3jx4/H1dWVw4cPo9Pp9GdQ6HQ6/eVrycnJ+nXb29szYMAAtm7davR+1xSLD1wUFhaSm5tLYWEhxcXF5Obm6k+fmzx5MkuXLuXWrVvcunWLZcuW8czhYwfGAAAgAElEQVQzz1i4WAghhBBCCCHubU8//TSZmZk8+uijZU7/6quv2LlzJ7///js7duzg559/NpiekJBAQkJCbaTWiLi4OAIDAxkzZgxHjx4lMDCwwsvS/urAgQP06tWryts7cuQI48ePJzAwkNu3b3Pnzp0Kl7tw4QLOzs44OTkRFBREdnY2LVu2JC4ujpSUFJKTk/H396dv376cP3+egIAA4uLimDBhAj/88APNmzena9euFBcX88ILL/Dqq68aXAoSFBTE/v37jd6PmmLxe1wsWbLE4P4Tjo6O9OrVi+joaBYsWMAff/xBQEAAAOPGjWPu3LkmbysiIqLUaKEQQgghhBBCiKoZOnQo3t7eALRr145z587RqVMn/fTo6GgLlVWPrKwsXFxcOHPmDImJibi6unLz5k2jlz99+jR+fn5V3l5SUhIxMTG4uroCd+/96O7uXulyWVlZxMTEkJWVhaurK5mZmWRlZQHg4OBATEwMd+7c0U9zcnJiz549HD9+nPXr1+uf6Onl5WWw/oCAAE6dOmX0ftQUi59xERYWpj81peRPyYfc1taWd999lzt37nDnzh3Wrl2LjY3pYy0hISF1/j8gIYQQQgghhLC0+vXr6/9uZ2dHbm6uBWuqn7OzM5mZmfz2228MHz6cjIwMtFqt0cunpaWVeWPNyrYXHBzML7/8QkZGBkCl2yxZztvbm9u3b9OsWTN9q7OzM3D3KocbN27QtWtX/bTU1FTGjBlDVFQUq1evJjExkU6dOhEWFmawfhcXF1JTU43ej5pi8YELUZq/v7+lE+o0lY+fym0gfeZSuU/lNpA+c0mf6VRuA+kzl+p9Qgh1+fn56e8TAXDmzJkq/Uxxc3PTDz6Yuj0PD48Kz7YAaN26NZmZmVy/fh24+9Siixcv4u/vT/369WnYsGGZ+1GvXj02bdrEnDlzOHHiBI6Ojly5coWTJ09y8eJF/fwZGRkGT/q0FBm4UFBNPsb0fqDy8VO5DaTPXCr3qdwG0mcu6TOdym0gfeZSuU+j0Vg6oUIlN+1TlfSZrrbaxo0bx7hx46q8nCrHbuTIkaxZs4bU1FSio6M5fvw4w4YNM7qvXbt2VbonRu/evblz5w7bt28nKyuL8PBwRo0aZTDP8ePHad26NcePH9e/5urqSr9+/Vi+fDm5ubmsWbOGli1bEhgYCEBwcDArV64kKyuL7du3k56ezmOPPYZGo8HBwQGAoqIibG1tsba2xtra2uARpmfPnqV9+/ZG70dNUeNTIYQQQgghhBBCGR06dECr1fLdd9/x/PPPo9VqWbZsmdHLX79+XX8WQF308ssv07ZtW7y9vZkwYQIbN24sdf+HigwYMIAjR44YPb+TkxORkZGEhYXh4eEBwNKlSw3mycnJ4eLFi+Tk5Bi8/v7773P69Gnc3d355JNP+Pjjj/XTli9fDoCHhwdhYWFERkbi6OhosHy/fv24efMmHh4e+Pn5GQz6RkdHM3DgQKP3o6ZodCXPPbkPlNyc88iRI6i827GxsdX2G4L4+Hh8fX1hQDg4Nyx/xtvn8DqynChnD3oHzeGGYzmnJGUlw4FZXL58GR8fn2pprG7Vefyqm8ptIH3mUrlP5TaQPnNJn+lUbgPpM1dt9eXl5XHr1i28vb2N+m1sTk4OSUlJtGjRosbbTFVcXKzMb77LIn2mU7kN7p2+pKQkOnfuzPnz541+JGp1qM7jl5eXR6tWrfjll1/0gyllbe/q1at4enpiZ2dX6To1Go1J38XV/UTUgLpyc86qnFIkSlP5+KncBtJnLpX7VG4D6TOX9JlO5TaQPnOp3ieEuHc1atSIMWPGsHHjRkunmGzDhg2MGzeu3EGL2mTxx6EKIYQQQgghhBD3mtdff93SCWZ54YUXLJ2gd1+dcSGEEEIIIYQQQoi6RQYuhBBCCCGEEEIIoSwZuBBCCCGEEEIIUSXR0dHK3qy/OsTFxdG/f3/c3NxM3s9//etfvPfee0bPHx0djb+/P87OzvzjH/8gIyOj0mUKCgqYMGECTZo0wd3dncGDB5OQkKCfnpaWxrBhw3B2dsbf359vv/0WuHuT4GHDhtGkSRMWLVpU5rrXrVvHK6+8YnR/TbqvBi4iIiIICgqydIYQQgghhBBCCIXZ2NgwevRo3nzzTZOWT0xMZMeOHUyePNmo+bOzswkODmbBggUkJiZSVFTEvHnzKl2uqKgIf39/fv75Z27fvk2bNm0ICQnRT58zZw7FxcUkJiayYMECgoODycnJYevWrXTt2pUrV65w4sQJLly4UGrdTz/9NB999BG3b982er9ryn01cFFXniri7+9v6YQ6TeXjp3IbSJ+5VO5TuQ2kz1zSZzqV20D6zKV6nxCWFhMTQ7du3ahXrx7dunUjJiZGPy0oKIiIiAj9v318fPTfpdzc3BgwYAAJCQlotVq0Wi379u0zWPfEiROZOHFibexGjWjVqhUhISG0bNnSpOU3b97M4MGDjX4U6uHDh3Fzc2P8+PFotVr+9a9/sWPHjkqXc3BwYP78+Xh5eWFjY0NISAgnT57UT4+MjGT27NlotVrGjx+Pq6srhw8fRqfT6R+bqtPp9I8oTU5O1i9rb2/PgAED2Lp1a1V2vUbcVwMXdYXKz0OvC1Q+fiq3gfSZS+U+ldtA+swlfaZTuQ2kz1wq92k0GksnVKjkC42qpM90f/6yOnr0aEaMGEFycjJPPvkko0eP1n+BrUhqaioHDhygefPmZGZmkpmZyeDBgw3mSUhIMLhkoap9qjK278CBA/Tq1cvo9cbFxREYGMiRI0cYP348gYGB3L59mzt37lSp76effqJDhw4ApKSkkJycjL+/P3379uX8+fMEBAQQFxfHhAkT+OGHH2jevDldu3aluLiYF154gVdffZXi4mL9+oKCgti/f3+VGmqC2p8KIYQQQgghhBDV7tKlS1y4cIF//vOf2Nra8tJLL3H+/Hni4+OrZf3R0dF14mz3mnL69Gn8/PyMnj8rKwsXFxeSkpKIiYnB1dUVgMzMTKPXkZiYyKuvvsprr72mXyfcPSsjJiaGO3fu4OrqSmZmJk5OTuzZs4c9e/Zw+fJlNm7cyPz581m3bp3B4ExAQACnTp0yuqGmyMCFgmJjYy2dUKepfPxUbgPpM5fKfSq3gfSZS/pMp3IbSJ+5VO4z5rfalvTn37iqSPpMV9KWlJRE/fr1sbW1BcDOzo769euTmJhoyTyljx0Y35eWloaLi4vR63V2diYzM5Pg4GB++eUX/Y05tVqtUctnZ2czZMgQZsyYob+vo7OzMwCFhYXcuHGDrl27kpGRgVarJTU1lTFjxhAVFcXq1atJTEykU6dOhIWFGazXxcWF1NRUo/ejpsjAhYLi4uIsnVCnqXz8VG4D6TOXyn0qt4H0mUv6TKdyG0ifuVTvE8KSGjVqREpKCgUFBcDdp1OkpKTQqFEj4O5v6QsLC/Xzp6enGyyv+iUdlubm5mbUU0FK+Pn5cebMGf2/z5w5g4eHB+7u7pUuW1hYSHBwMD169OCf//yn/vX69evTsGHDUuv19/enXr16bNq0iTlz5nDixAkcHR25cuUKJ0+e5OLFi/r5MzIycHNzM3o/aop82oQQQgghhBDiPtOyZUtatmzJ22+/TUFBAWvWrKFVq1b4+voC0Lp1a/773/8CEBUVVepeC02aNCExMbHcJ06MGzeOcePG1exO1CCdTkdubi75+fn6v5cM8hijXbt2VRo87d27N3fu3GH79u1kZWURHh7OqFGjDOY5fvw4rVu35vjx4wavP/PMM7i5ubFq1apS6w0ODmblypVkZWWxfft20tPTeeyxx9BoNDg4OAB3n0xia2uLtbU11tbWBvt59uxZ2rdvb/R+1JT7auBCHocqhBBCCCGEEHdvELtjxw4iIyNp2LAhn332GTt27NDfOPbll1/m2LFjdOvWjUOHDtG8eXOD5f38/Hjqqado27YtzZo146uvvjKYfv36da5fv15r+1Pdrly5gqOjI48//jgJCQk4OjoyZcoUo5cfMGAAR44cMXp+JycnIiMjCQsLw8PDA4ClS5cazJOTk8PFixfJyckx6Ny8eTO7du3CxcUFV1dXtFqt/saoy5cvB8DDw4OwsDAiIyNxdHQ0WG+/fv24efMmHh4e+Pn5GdzYODo6moEDBxq9HzXFxtIBtSkkJISQkBDl7+IshBBCCCGEEDWtXbt2/Pjjj2VOa9WqFadPn9b/e9myZaXmeffdd3n33XfLXL6u35jTx8enzHvRGHuPi0mTJtG5c2fy8vKMfiRqUFAQ586dq3D6X5tatGhh8FpxcbHBZTz16tVj9+7dFW7X2tqayMjIUq/n5eVx4MCBMt/72nZfnXEhhBBCCCGEEELUtEaNGjFmzBg2btxo6RSTbdiwgXHjxunPALGk++qMCyGEEEIIIYQQoja8/vrrlk4wywsvvGDpBD0540JB/v7+lk6o01Q+fiq3gfSZS+U+ldtA+swlfaZTuQ2kz1yq9wkhhDCODFwo6M83QxFVp/LxU7kNpM9cKvep3AbSZy7pM53KbSB95lK5T/V7rqn+qEvpM53KbSB95lK9z1T35l4JIYQQQgghhBDiniADFwqKjY21dEKdpvLxU7kNpM9cKvep3AbSZy7pM53KbSB95lK1T6PRUFxcTHZ2ttFPKKhtqnaVkD7TqdwG0meu2uwrKioiOzsbqPmzyO6rm3NGREQQERFh6YxKxcXFKX1qo+pUPn4qt4H0mUvlPpXbQPrMJX2mU7kNpM9cqvbZ29tjb2/P7du3gbuPItRoNEpdPqLT6ZTq+SvpM53KbSB95qqNPp1Oh06no6ioCI1Gg4uLCzY2NTu0cF8NXISEhBASEqL0B00IIYQQQtzbSv4ffScnJwoKCigoKNB/EVBFXl4e9vb2ls4ol/SZTuU2kD5z1UafRqPBysoKGxsb7OzsauX79X01cCGEEEIIIYQqrKys9GdfqCYzMxOtVmvpjHJJn+lUbgPpM5fqfaaSe1wIIYQQQgghhBBCWTJwIYQQQgghhBBCCGXJwIUQQgghhBBCCCGUJfe4UJC/v7+lE+o0lY+fym0gfeZSuU/lNpA+c0mf6VRuA+kzl8p9NjY25OXlkZeXR2FhoXI35ywqKiI3N9fSGeWSPtOp3AbSZ67a6Ct5CpKtrS12dna1coNOjU6ln5C1RKPRKPU/DDUpPj4eX19fGBAOzg3Ln/H2ObyOLCfK2YPeQXO44ehe9nxZyXBgFpcvX8bHx6dGmoUQQggh6pK8vDxu3bqFt7c3VlaVn9BcXFxMYmIi+fn52NjYYGtrq19Onn4nhFBZySCrTqejoKCAwsJC7O3tady4sVE/v0z9Li5nXAghhBBCCFGL8vLyyM/Pp1mzZlhbW1s6RwghTJafn8/NmzcpKCjAzs6uxrYj97hQUGxsrKUT6jSVj5/KbSB95lK5T+U2kD5zSZ/pVG4D6TOX6n0qD1oUFxdbOqFC0mc6ldtA+gBSUlJISkoyadnaPn42NrVzLsR9NXARERFBUFCQpTMqFRcXZ+mEOk3l46dyG0ifuVTuU7kNpM9c0mc6ldtA+sylep8QQpTlySefpGXLlpbOUMp9NXAREhJCdHS0pTOEEEIIIYQQwuIcHBz0N1pctWqVpXMqtWrVKjQaTZW/0508eRKNRkNYWFiNdNWWTz/9FI1GQ0RERKlpJfu4aNEik9c/ePBgZe+zc18NXAghhBBCCCGEuGvFihU8//zzls4QfxEdHU1mZqalM5QiAxdCCCGEEEIIoYCoqCg6dOiAg4MDnp6ezJgxQz8tPDycVq1a4eDggLe3NwsWLADufsl1cHBgxIgR+Pr6Mnv2bNzd3fW/eQ8KCkKr1TJv3jy0Wi29evXixo0bAEybNo1Ro0aV27N69WpatWqFm5sbQ4cO1S8H8Pbbb9OiRQscHBx44IEH2LZtm1H7qNFo6NevH3//+99xdXU1OEMgMTGR4cOH4+bmhp+fH5s3bwbuPilRo9Ewa9YsAB577DGjz6Dw8fGhS5cuACxatAiNRmNw+4CS47NkyRLc3Nxwd3fn5MmTpKamMmTIEBo2bIizszMPPfSQ/kyPkp5x48bxt7/9DXd3dz788EP9Ost7HyMiImjZsiXdu3enQ4cOvPjii7i7u7NhwwYA1q5dqz8DRqvVljpuwcHBAEyePBmNRkNISEipfVy8eHGpfSzvfSwoKGDKlCnUq1ePQYMGlfkY1eTkZGJjY0lLS6v0WNckGbgQJrl27Rrx8fEV/klJSbF0phBCCCGEEHXGxIkTSUpKYu7cuYwcOZJLly7pp3311Vd07NiROXPm4O3tzZIlSzh48CBw90k1VlZWXL16lb179xIYGMi///1v/bLZ2dkcPXqU4OBgjh49ypw5cypt2bZtG9OnTycwMJCpU6dy5MgRxo4dC8CFCxd46aWXaNSoEQsWLOCRRx7hwoULRu/n4cOH6dChA25ubrz22mvcuXMHgLFjx/Kf//yHZ555Bnd3d0JCQjh69Cj169cnPDycwYMHA/D8888THh5Ov379Kt3WvHnzeOmllwDo27cv4eHhhIaGGsyTnZ3Nhg0b+L//+z+efPJJ8vLySE1N5cSJE4waNYoZM2Zw8eJFxo0bZ7DcF198wYABA9DpdMyePVv/ekXv4+XLl/Hx8eHUqVP8/PPPeHp6snHjRgB69OhBeHh4mfe3CA8PZ+LEiQCMGjWK8PBwRo8eXWof//73vxvsY0Xv40cffcSHH35Ix44dadSoEVFRUaW2u3btWgICAti1a1elx7omyeNQRdXkZ4PGikcffbTSWV1c3Yi/fJH69evXQpgQQgghhBB1m06nw9XVlZ49e9K9e3eDx0tGRkai1WpJSkqibdu2jBgxgt9++03/m/YVK1bw448/Mnz4cHx8fAy+nOt0Onbs2IGnpyfff/89hw4dqrQlIiICV1dXVq9ejY2NDSkpKaxfv55r166h0+kA8PLyYsiQIbRt27ZK90bo3Lkzb7zxBra2trz++uskJCSQnZ1NVFQUkydPZtWqVVy9epXmzZuzefNmPvjgA2bOnAnAvn37GDVqlNEPXZgyZQonT57krbfeonv37vr1/JlOp+Prr7+mdevW+tfy8vK4ePEiRUVFpKSkcP78eXbs2MHt27f18zzxxBMsW7aMS5cusXPnTtLS0qhXr16F7yPA5s2b+fjjj3nqqaeIj49n586dAHTs2JGOHTuyb98+EhMTDZaZOXMmn376KVu2bKF///76sy0q28eK3seSz0HJZ+OHH37g3LlzRh3X2iYDFwry9/e3dEL5CnNBVwxBc8CxggGJnBQyopeTnp5e6wMXKh8/ldtA+sylcp/KbSB95pI+06ncBtJnLtX7hPir7du388orr9CnTx+cnJyYPn06ixYtorCwkGnTprF9+3YKCwv182dnZ+v/bmVlhZWVFdbW1lhbW1NQUKCfZmdnh6enJwAtWrTg22+/rbTl2rVrpKen88ADDxi8npCQQPfu3Vm3bh2rV6+mffv2NG3alLVr1zJs2DCj9rNBgwbA3ZuDwt1LFq5duwZAq1atAPD29sbW1pbr168btU5zODo6GgxaAJw7d44xY8YQExNj8Hp2drZ+kKas/YDy38cStra2AGW+V9WtovcxOTm51GfjrwMXYWFhStzUVAYuFNSmTRtLJ1TOsT44N7R0RZlUPn4qt4H0mUvlPpXbQPrMJX2mU7kNpM9cKvepeuf+ElZWal9Rfq/29ezZk2PHjnHnzh1eeuklFi9ezJgxY7h8+TJbtmzh8ccfZ9KkSZw/f56FCxfqz3yoTH5+Pjdu3MDLy4uEhAQaNvzf/x9fcjZATk6OwTJNmzYlMTFRfxlDCT8/P3Q6HaGhoYSGhnL58mWGDh3K888/b/TARVmaNm0K3L2UAuDq1asUFBTg5eWln6fkuBYXF1dp3ZUtV9b7tWTJEmJiYnjttdcICAhg7dq1REdHG/XfbnnvY3mMfR8r2o+SaX9dV0XvY8OGDQ0+G1euXCm13uTkZJKTk/H09KRevXpGddYEGbgQQgghhBBCCAV069aNhx56iKZNm3LmzBng7iBXyW/o09LSuHDhApGRkVVe95gxY2jZsiXnzp3T3ysBwNfXF41Gw4YNG7CxsaFJkyZMnjyZ8ePH88033xAREUHXrl1JSkri0KFD/P7771y4cIHg4GD69u2Ls7MzSUlJZg/GNWvWjKCgILZu3Yq7uztHjx4FYMKECfp5SgYx1q5dS0JCgv7SisqUnFHw+eef4+Pjg5eXF/37969wmZJjfuPGDdLS0jh+/LjR+1Le+1iZDz74gLS0NP2gTckjaksu/SjZ/82bN6PRaHjggQfo0aNHhftY0fvYu3dvtm/frv9snD9/vlTT2rVrWbRoEZs2bTK4PKW2qT1UeZ+KjY21dEKdpvLxU7kNpM9cKvep3AbSZy7pM53KbSB95lK5z9jfsFpKVX+jXdvu1b7OnTuzZ88eFi1axM2bN1m6dCn+/v706dOHqVOnEhsby7p16/Q3ZTSWs7Mz3bt3JzIykkcffZRly5bpp3l6erJ48WIyMjKYO3cur7/+OgCTJk1i9erVnD17lsWLFxMZGam/n4a7uzteXl5s3LiRZcuWUb9+fT744AOT9vnPtm/fTv/+/fn3v/9NcnIyGzZsoFevXvrpQ4YMYdCgQRw6dIjJkyeze/duo9br6enJK6+8QlJSEs888wwrVqyodJmwsDC6devGpk2bOHnyJP/4xz8A497b8t7HyixdupRZs2Zx6dIl8vPzmTVrlv5JKgAPP/wwEydO5NSpUzz11FMGTzIpbx8reh8nTJjApEmT+Pnnn7l58yaPPfZYpY2WotGp/lOzBmg0GqX/x+KLL75g6NCh1bKu+Ph4fH19YUB4xZd23D6H15HlRDl70DtoDjcc3cudjyPLK19fVjIcmKW/a25tqs7jV91UbgPpM5fKfSq3gfSZS/pMp3IbSJ+5aqsvLy+PW7du4e3tbdQlAjk5OSQlJdGiRYsabzNVcXGx0pdjSJ/xgoKCOHnyJJmZmYBabWWRPvPUdl9xcTFXr17F09Oz1E1Iy2Lqd3F1j7gQQgghhBBCCCHue1UeuAgICGDFihVcvXq1JnqEEEIIIYQQQggh9Ko8cLF48WJOnDhBmzZt6N27N5s2bdKfdqS6iIgIo5/3K4QQQgghhBB1XXR0dJ35viZEeao8cBEcHMxnn33GzZs3mThxIjt37qRp06aMHDmSPXv2UFRUVBOd1SIkJITo6GhLZwghhBBCCCGEEMJIJt/jwtXVlcGDBzN48GCaNm3KoUOHmDVrFt7e3vznP/+pzkYhhBBCCCGEEELcp6o8cJGdnc327dsZOHAgLVq04ODBgyxatIhbt24RFxfHunXrmDp1ak203jeMeVSOKJ/Kx0/lNpA+c6ncp3IbSJ+5pM90KreB9JlL9T4hhBDGqfLARaNGjXjjjTfo168f8fHx7Nmzh+DgYP2jT4YNG4arq2u1h95P2rRpY+mEOk3l46dyG0ifuVTuU7kNpM9c0mc6ldtA+sylcp9Go7F0QoVUftwjSF9VhYWFERISAlStLTo6Gh8fnypta8aMGWi1WqysrEy6TF+VY5ecnMzQoUNp1KiRwX+vVelbt24dr7zyitHzf/DBB3Tq1AkbGxvCwsKMXi4tLY1hw4bh7OxMQEAA3377rX5aQUEBTz/9NC4uLjRv3pxPP/0UAJ1OxzPPPEPjxo157rnnynxE6f79+xk9erTRHTWpyp+KH3/8kZ9++olp06bh4eFR5jy//fab2WFCCCGEEEIIIeqWN954g8zMTJo3b27pFLNoNBoGDhzIpk2bTFo+Pz+f5cuX8/LLLxu9TOPGjXnttdcYOnRolbY1Z84ciouLSUxMZMGCBQQHB5OTkwPA6tWrOXXqFAkJCURERDB58mRu3LjB119/jbW1NdevXwfgm2++KbXegQMHEhMTw6lTp6rUUxOqPHDh7+9Pbm6uwWu5ubkUFBRUW9T9LjY21tIJdZrKx0/lNpA+c6ncp3IbSJ+5pM90KreB9JlL5b6yfrupkuLiYksnVEj6jHPs2DG0Wi3Lli1j27ZtaLVatFotaWlpAFy7do3HH38cNzc32rdvz3fffadf1s3NjQEDBpCQkKBfbt++fQAcP36chx9+mHr16uHr68uyZcuq9Jleu3ZtuWdEqXLsGjRowHPPPceDDz5o8Lqxfbt376Zdu3Y0btzY6G0OGTKEQYMG4eLiUqXWyMhIZs+ejVarZezYsbi6unL48GH9tGnTpuHu7k7v3r15+OGH2b17NzqdrsyzR1JSUgzey9GjR/Phhx9WqacmVHngYvjw4foPbIkDBw7w5JNPVlvU/S4uLs7SCXWaysdP5TaQPnOp3KdyG0ifuaTPdCq3gfSZS/U+IWpat27dyMzMZO7cuYwbN47MzEzS09OpV68eAM899xwBAQEkJSUxb948hg8fTnZ2NgCpqakcOHCA5s2bk5mZSWZmJoMHDwbuXn7w2muvcfv2baKiolizZg379+83uis5Ofme/+/zwIED9OrVq8a3k5KSQnJyMv7+/vTt25fz588TEBCgP75xcXEEBgYyZswYjh49SmBgIHFxcfTr14+8vDy8vLwA8PPzY9asWUyfPp2MjAz9+oOCgqr03taUKg9cHD16tNSpK4MGDeLo0aPVFiWEEEIIIYQQouYUFBTw5ZdfMnPmTOzs7Bg1ahRarZbjx49XumyPHj3o168fdnZ2+Pr6EhQUVKXLCcLCwpQ/68hcp0+fxs/Pr8a3k5WVBYCDgwMxMTHcuXMHV1dXMjMz9dNdXFw4c+YMiYmJ+mkajYaNGzdy5MgRrKysWLlyJc8++ywREREG96wMCAjg4sWL+gEtS6nywIWzs7P+4JTIyMjA2dm52qKEEEIIIYQQQtSc5ORkiouLDS5laNKkCYmJiX3pty4AACAASURBVJUuGxcXx4ABA2jUqBFubm7s3r2b/Pz8msytc9LS0qp8yYcpSr6HFxYWcuPGDbp27UpGRgZarVY/PTMzk99++43hw4frpxUXFzN58mS2bt3KwoULcXV1pUePHjz77LMG6y/Zh9TU1Brfl4pUeeBiwIABTJkyhaSkJABu3rzJs88+y8CBA6s9TgghhBBCCCGEecq6l0HDhg2xsrIyGKi4desWjRo1qnA5gNDQUDp27MjVq1dJTU1l8ODBpc6gsLKyuufPqqiIm5ubwSUXNaV+/fo0bNiQM2fO6F87c+aM/nHQfn5+ZU6zsrJi3bp1LFu2jPT0dE6fPs3Vq1fRaDRERUXp5y/ZBzc3txrfl4pUeeAiPDyc3NxcmjRpgpOTE82aNSM/P5+VK1fWRJ8QQgghhBBCCDM0adKEs2fPUlRUpH/N1taWfv36sWrVKgoKCti5cycZGRk8/PDDBsslJiZy+/Ztg/VlZGTQsGFD7O3t+eGHH/j6669LbdPHx4cffvihzJ63336b1q1bV9Pe1Zzc3Fzy8vL0f6/KWSXt2rWr8n08CgsLyc3NpaioSP/3P98M9Pr167Ru3ZrPP//cYLng4GBWrlxJVlYW27dvJz09ncceewyAkSNHsmbNGlJTU4mOjub48eMMGzYMAEdHRwCKioqwtrbGysoKW1tbg/08e/YsrVq1wsnJqUr7Ut2qPHBRr1499u7dy40bNzhy5AjXr19n7969Fh+BEUIIIYQQQghR2siRI3F2dqZp06Y0b96c9PR0AN5//31iYmLw8PBgyZIlREZGGtwCwM/Pj6eeeoq2bdvSrFkzvvrqK+DuL7Pff/99XFxcWLlyJY8//nipbS5dupRNmzbh7OzMvHnzDKalpKRw8eLFGtzj6uHo6Kh/+omjoyP9+vUzetkBAwZw5MiRKm1vyZIlODo68tFHH7F06VIcHR359ttv9dMLCgq4ePGi/v0rsXz5cgA8PDxYvHgxkZGR+kGJl19+mbZt2+Lt7c2ECRPYuHGj/oacJQICAmjRogUeHh6kpKQY7Gd0dLQSV1dodPfh+TsajUbp05ZiY2PLfTxQVcXHx+Pr6wsDwsG5Yfkz3j6H15HlRDl70DtoDjcc3cudjyPLK19fVjIcmMXly5fx8fExax+qqjqPX3VTuQ2kz1wq96ncBtJnLukzncptIH3mqq2+vLw8bt26hbe3d7mn1v9ZTk4OSUlJtGjRosbbTFVcXGzUvliK9JlO5Ta4d/ry8/Np3bo1J06cqNIjUc1V3cevXbt2bNu2jfbt25e7vatXr+Lp6YmdnV2l6zP1u7hNVRcoLi5m3759xMXFkZOTYzDt1VdfrXKAKE3l/wegLlD5+KncBtJnLpX7VG4D6TOX9JlO5TaQPnOp3KfRaCydUCGVvziC9JlD5Ta4d/rs7OyYM2cOb775Jq+//noNV/1PdR6//fv3ExgYWO6gRW2q8sDFmDFjiIqKokuXLtjb2+tfV/2HrxBCCCGEEEIIUVtCQ0MtnWCWgQMHKnGZCJhwj4sDBw5w6tQp9u/fz65du/R//nqDEGG62NhYSyfUaSofP5XbQPrMpXKfym0gfeaSPtOp3AbSZy6V+1S+bBkwuCGgiqTPdCq3gfSZS/U+U1V54CIwMFD503fquqrefVYYUvn4qdwG0mculftUbgPpM5f0mU7lNpA+c/1/9u48Lqp6/+P4e9gUcQESFQWFXMBdXNGrMeg1ra5WipqRSmZWLmXd3NPQq2iapbZ4u2JipnXTrpJaaYlL/UzNhUC84BKIqCgmyCIqy/f3B3cmUFCYA5wP8n4+Hj4eOhxmXnMOXwe+nPke6X1ERFQ6ZZ6B8PX1hdFoRHBwMFauXFnkj3RhYWEwGo16ZxARERERUSUxGo0ICwu75zYvv/wyQkJCitw2bNgw1K5dGwaDAQkJCRUXKJzW5793795KX6y/vHz11Vdo2rQp6tSpg3HjxiE3N7dMn3/ixAn06tWr1Ntfv34dTz31FBwcHODl5VXkiiL3M3PmTDg5OcHV1RUffvhhkY+tXLkSDRs2hLOzc5ErvHzyySdo3Lgx+vXrd9clbwEgJSUFbdq0MV8SVk9lXuPit99+Q6NGje66tIvBYMCrr75abmEVISgoCEFBQVyPg4iIiIiIzP75z3/eddumTZsAcC2/6iopKQljx47FN998Ax8fHzz66KNYuXIlpkyZUur7mDt3Lt58881Sbz9z5kzk5+fj8uXL2Lp1K4YNG4aEhATzpU1L8tVXX+GLL75AdHQ0rl27Bj8/P/Ts2RNdunTB4cOH8fbbb+Onn36Co6MjevfujS5dumDAgAH49NNPcerUKYSHh2PFihVYsGBBkft1cXFB3759sXr1akyaNKnUz6MilPmMiz179hT7JyIioiL6iIiIiIiISuTm5nbXeia3bt1CzZo1kZGRAQCIiYlBhw4dUK9ePcybN8+83Y8//ojatWvD1tYWwcHBZXrcjRs3onXr1nB2dsYzzzyD9PT0Un1eVlYWJkyYgCZNmqB+/fqYPHmy+WP79+9Hhw4d4OjoiAEDBiApKcn8MQ8PD8ybNw/NmzfHQw89hNDQUPPHjEYjpk6dWuxzzM3NxaxZs9C0aVO4urpi3rx5RdZYOX78OB555BE4OjrCy8sL3333HQBg0KBBqF27NgCgbdu2qF27NqZPn15k3/n4+MDJyQkDBw7EpUuXiuwb0+N9/fXXd+2Dw4cPw9vbG4cPHy7VPtNDeHg4evbsib59+8LJyQmvvfYavvzyy1J//sWLF7F//3787W9/K/XnbNq0CdOnT0ft2rXx3HPPoW7dutizZ0+pPu/FF1+Em5sb2rVrh6FDh+Lf//63+WMBAQFo164d3NzcMG7cOPPzMBgMd12eNCcnp8jX8siRI/Gvf/2r1M+holi0WIVSClFRUfj+++8BFAyGvLy8cg0jIiIiIiK6nx49euDo0aNFbouOjkbLli1Rp04dAEBERAT27duHiIgILFiwAFeuXAEA/PWvf0VmZiYCAwPL9JgHDhzA5MmTsXHjRiQnJ6NWrVp46623SvW5U6ZMQWJiIqKiopCYmIjevXsDAG7cuIGAgADMnTsXV65cQatWrfDSSy8V+dzDhw/jxIkTCA0NxdSpU4ssxFjSc1yyZAl2796NI0eOIDo6GuHh4diyZQuAgrcmDBgwAGPGjEFKSgp27tyJmjVrAgC2bduGzMxMAAUTP5mZmebLesbHx+Ppp5/GkiVLkJKSgh49ephbL1y4gPHjx2Pz5s2Ii4u769iYnmtcXBxu3LhR6n1e2eLi4tCmTRt88cUXmDp1Ktq0aVOmdXN++OEHdOvWDXZ2dqXa/tq1a7h69Sq8vLzQv39/nD59Gq1bty7VY5pa33jjDXz11VdFWk0fW7ZsGZYvX27+mIODA0aPHo0WLVpgzZo1GDduHJYvX46RI0cWeWtQjx49cObMmSKTaHoo88RFXFwc2rZtCz8/PwQEBAAoODVlzJgx5R5HRERERER0L6aJi+zsbDz00EM4ffo0jh49Cl9fX/M2gYGBcHJyQpcuXeDi4oLff/9d02OuXbsWY8eOhY+PD+zs7PDqq69i69at9/28/Px8rF+/HsuWLcNDDz2EWrVqYcSIEQCAX375BXXr1kVAQADs7OwwdepU7Ny5s8i6Ci+88ALs7e3xxBNPIC0tzTw5ca/nuHbtWsydOxcNGjRA/fr1MWbMGHPr9u3b0bx5c7zwwguwtbWFh4cH/P397/s8Nm7ciIEDB6J///6wsbHB66+/jh07diAnJwc7d+5Ez5490b17d9StW7fYS4IajUYopUSvP5iVlYU6dergwoULOH36NOrWrWueyCmN6OhotGrVqkyPBwA1a9ZETEwMUlNTS/2YptbTp0/j4sWLRT7P9LGEhATEx8cX+diECRMQHR0NPz8/zJ49Gx07dsTmzZvRoUMH833b2NigRYsWiIqKKvVzqQhlXuNi/PjxmDJlCsaPHw8nJycABdd3nTp1arnHVVdeXl56J1Rpkvef5DaAfVpJ7pPcBrBPK/ZZTnIbwD6tpPdR+fD19cWcOXNw4MABuLu7Y/fu3Th27FiRiQtnZ2fz3+3s7HDz5k1Nj5mUlIQNGzZg9erVAArOSC/Nwo0pKSm4detWsYtVXrlyBQ0bNjT/u1GjRsjLy8PVq1fRqFGjIs/D9Fv8ws+jpOeYlJSEkSNHmq8MmZeXZz7LIykpyaKFM5OSkrBt2zY4Ojqab7O1tcXly5dx5coVNGjQwHx74edUlTg4OCAzMxMLFizAm2++iePHj5vfOlMa169fL9Nzd3BwAFDwboaLFy8CADIyMkr1mKbWbdu2IT8/HytWrDB/nuljH3zwAQBgy5Yt5o8tWbIEp06dwuTJk3H27FmMHj0azZs3x+bNm1G/fn3z/depUwdpaWmlfi4VocxnXERFReHFF18E8OdCNfXq1RN9mk9V4+3trXdClSZ5/0luA9inleQ+yW0A+7Rin+UktwHs00pyn/QFH00/5EpVuK9r166Ijo7G7t27ERISgr179951xoUWd64BABSsqzF//nykpaUhLS0N169fN//G/M6+wlxcXFCjRo1ir9LRoEEDXL582fzv5ORkWFlZFfkB0hJubm6IiIgwt2ZkZJjXsXBzc7vvFUOK+1o1rZVgus+0tDTcvHkTbm5uaNCgQZEzQQo/p9KQ8rXXqlUrnDx50vzvkydPwsvLq9R9jo6O5jVWSsPZ2Rn169cv9jHL0mplZVXk80p6HgAwefJkhIaGomPHjli0aBEiIyPx4osv3nXF0IyMjCKTVHoo81eFh4cHfvrppyK3HTx4EM2bNy+3KCIiIiIiotKoVasWmjVrhq1bt2LAgAFIS0tDYmIiWrduXS737+HhgQMHDhS5bcyYMfjoo48QHR0NADh//jzCw8Pve19WVlYIDAzE1KlTce3aNWRnZ2Pz5s0ACs4cSUtLw+bNm5GTk4OlS5diwIABsLEp80nyd7XOmTMHly9fRn5+PqKiovB///d/AIAnnngCZ86cQVhYGHJzc3H+/Hns3bu3yOc3atQIJ06cKHLbM888g02bNuHnn3+GUgopKSnmxSAHDBiAgwcP4vDhw8jIyCj2ii2HDh1CixYtcOjQIU3PrSI9+eSTOHDgAPbu3Yu0tDSsWLHC/Lae0mjfvn2Z1sQACi7Bu2TJEmRlZWHjxo1IT0+/6607RqOxyCKpADB8+HCsXr0aFy5cQExMDL7++msMHz7cfJ+bN29GTEwMLly4gNDQUPPzKHy1EqUUrK2tYWdnh9u3b5tvz83NxZkzZ4q8fUQPZZ64mDdvHh5//HGMHz8et27dwpw5czB06NAyr8JLJbtzVWQqG8n7T3IbwD6tJPdJbgPYpxX7LCe5DWCfVpL77vwNvjSFF32U6M6+Hj16wNvbG9bW1ujcuTM6depUqt+Mm66csWHDBoSEhKB27dp4+eWXi2zz/vvvY9q0aahdu7b56gq9e/dGSEgInnnmGdSpUwf+/v44e/ZsiX2FLV++HI0bN0bbtm3RpEkT89UZHRwcsHnzZsybNw8uLi6IjY0t9of+spo+fTq6dOmCHj16wNHREWPHjjWvceDo6Ijvv/8ea9aswUMPPQQ/P78iZ44AQEhICF5++WU0adLE/DNf8+bN8fnnn2PKlCmoV68eOnfubF6Es0mTJvjkk08QEBCAVq1awc/P766m7OxsnD17FtnZ2Xd9TMrXnru7Oz799FOMGjUK7u7u6NChA1577bVS9/Xv3x9HjhwpMglwP4sWLQJQcGZOcHAwNm3adNelUBMSEu46i2X48OEYMWIE2rVrB39/f8yfPx9du3YFUDA23n77bfj7+6Ndu3YYOXIkhg4detdjv/7662jVqhWWLFmC1157zXy7aZLJzc2t1M+jIhiUBf9rHjlyBGvWrEFiYiLc3d0xduxYdO/evSL6KkRxp3tJEh4ejieffLJc7ishIQGenp7AY0sBh3ucZpZyCo33LUKEgwv6Gmfior1Tidth36L731/WVeC7qYiPj7fofXNalOf+K2+S2wD2aSW5T3IbwD6t2Gc5yW0A+7SqrL5bt24hOTkZ7u7upfphOTs7G1euXEGzZs0qvM1S+fn5Yk7ZLw77LCe5DXiw+oYOHYrAwEAMGTKkgqv+VN77b+LEiWjdujUmTZpU4uOdP38erq6upbqCiqU/i1t03lHXrl3NMzhEREREREREVNS8efPw0ksvVerERXm6evUq9uzZg/fee0/vlLJPXMyfP7/Ej82dO1dTDBEREREREdGDoF27dub1RKqiOxcL1VOZJy6OHz9e5N/p6ek4ePAgHnnkkXKLIiIiIiIiIiICLJi42LJly123JSQkICQkpFyCiIiIiIiIiIhMymXVDg8PDxw7dqw87oqIiIiI6IFmWpwuIyMDOTk5oheNJyIqjlIKt2/fRkZGBoCC/9cqUpnPuFi5cmWRf+fm5uKXX34RvfJrVePl5aV3QpUmef9JbgPYp5XkPsltAPu0Yp/lJLcB7NNKal+NGjXg4OCAtLQ086UVDQZDhX/jT0RUHpRS5glXa2trODo6wsbGout+lJrmt4rUrFkTXl5eWLZsWblFVXfe3t56J1Rpkvef5DaAfVpJ7pPcBrBPK/ZZTnIbwD6tpPYZDAa4uLhAKYW8vDzzWRc884KIqgKDwQArKyvY2NhU+ISFSZkfZc+ePRXRQURERERUrRgMhkr9xp+IqKri+zsEio2N1TuhSpO8/yS3AezTSnKf5DaAfVqxz3KS2wD2aSW579atW3on3BP7tJHcJ7kNYJ9W0vssVeaJCysrK1hbW5f4x/RxslxcXJzeCVWa5P0nuQ1gn1aS+yS3AezTin2Wk9wGsE8ryX05OTl6J9wT+7SR3Ce5DWCfVtL7LFXm89KmTp2KI0eO4LXXXoOrqysuXbqEDz74AH5+fhg0aFBFNBIRERERERFRNVXmiYvPP/8cp0+fRq1atcy39e3bF15eXnjrrbfKNY6IiIiIqKrIycmBnZ0drw5CRFTOyjxxYW1tjdOnT6Njx47m237//XdeDpWIiIiIqiU7OzvUrFkTycnJsLa2hq2t7X0vb3r79m1kZ2dXYmXZsE8byX2S2wD2aSW9z1JlnriYMWMGevfujYEDB6JRo0a4fPkyvv/+eyxevLgi+oiIiIiIRDMYDGjQoAFyc3Nx69Yt5ObmIj8//56XNz137hy8vLwqsbJs2KeN5D7JbQD7tJLeZ6kyT1xMmDABPXv2RHh4OC5fvow2bdpgxowZ6Ny5c0X03VNOTg6MRiNiYmIQGhqKgICASm8gIiIiIjIYDLC1tYWtrW2ptk9JSUGvXr0quMpy7NNGcp/kNoB9Wknvs5RFF4328fGBj49PebeUmY2NDTZv3oxPPvlE75Ry9SDOkFUmyftPchvAPq0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zlEULU3z55ZcYMmQI+vTpAwDYt28ftm/fXq5hpWEwGODq6lrpj1vRvL299U6o0iTvP8ltAPu0ktwnuQ1gn1bss5zkNoB9Wknuk9wGsE8ryX2S2wD2aSW9z1Jlnrj4xz/+gcWLF+ORRx5BVFQUAMDJyQnz58+3KODDDz9E165dUaNGDTz11FNFPpaTk4NJkybB2dkZzs7OmDx5MnJzcy16HCIiIiIiIiKqeso8cbF69Wrs2rULU6ZMMV9JpG3btjh16pRFAY0bN8Zbb72FF1988a6PLViwAD///DNiYmIQExODn376CSEhIRY9TlUSGxurd0KVJnn/SW4D2KeV5D7JbQD7tGKf5SS3AezTSnKf5DaAfVpJ7pPcBrBPK+l9lirzxEVubi5q164NAOZLPGVlZZlvK6shQ4bgqaeeQv369e/62Keffoq33noLrq6ucHV1xezZs7FmzRqLHqcqiYuL0zuhSpO8/yS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PkuVeeJi4MCBGDt2LC5evAig4DqxM2bMwGOPPVauYampqUhKSkKnTp3Mt3Xq1AmJiYm4fv26+bbhw4fjs88+w/z58zFt2rRybSAiIiIiIiIifZX5qiLvvfceRo0aBTc3NwBA7dq1MWDAAKxfv75cwzIzMwEAjo6O5ttMf8/IyEC9evUAAF999dV97ys4OBjz5s0rclt4eHix23p5eZkXNImNjS1xxqoityvvPj3t2rULDRs2vOv2qrT/uB23exC2M2Ef+9hXMvaxr7K3i42NFf36wb4Hty88PFz09y/se7D7LGFQSilLPvHy5ctITEyEu7s7GjVqpDkkODgYkZGR2Lp1K4CCMy6cnZ1x5swZNG/eHABw5swZtGzZEmlpaeaJC0sYDAZY+LQrRXh4OJ588slyua+EhAR4enoCjy0FHO5+O45Zyik03rcIEQ4u6GuciYv2TiVuh32L7n9/WVeB76YiPj4eHh4emp5DWZXn/itvktsA9mkluU9yG8A+rdhnOcltAPu0ktwnuQ1gn1aS+yS3AezTSnqfpT+Ll/mtIrNmzcLRo0fRsGFDdOvWrVwmLYrj5OQENzc3REZGmm+LjIyEu7u7pkkLIiIiIiIiIqo6yjxx8eGHH6J9+/blFpCbm4ubN28iNzcX+fn5uHnzJm7fvg0AeP7557Fw4UIkJycjOTkZISEhGDduXLk9NhERERERERHJVuY1LpydnZGdnQ07O7tyCViwYEGR9Sfs7e3h5+eHvXv3Ys6cOfjjjz/QunVrAEBgYCBmzZpl8WOFhYUhLCxMa3KFK/x+YCo7yftPchvAPq0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zVJnXuPjyyy+xY8cOvPvuu8UuulgVSF/jojxVxzUuiIiIiIiISB5LfxYv8xkXr7zyCm7cuIGNGzfCwcEBNjZ/3sW1a9fKHEBEREREREREVJIyr3GxdetW7Nq1CxEREdi2bRu2bNli/kPlIzY2Vu+EKk3y/pPcBrBPK8l9ktsA9mnFPstJbgPYp5XkPsltAPu0ktwnuQ1gn1bS+yxV5okLPz+/Ev9Q+Siva91WV5L3n+Q2gH1aSe6T3AawTyv2WU5yG8A+rST3SW4D2KeV5D7JbQD7tJLeZ6lSTVzMmTOn2L8TEREREREREVWkUk1crFixoti/VzVhYWEwGo16ZxARERERERFRKZVqcU4nJyds2LAB7du3R15eHqKjo4tdCbRDhw7lHliegoKCEBQUBIPBoHcKEREREREREZVCqSYuPvjgA/z9739HQkIC8vPz0bFjx7u2MRgMyMvLK/dAIiIiIiIiIqq+SvVWkcGDB+P06dPIyclBrVq1kJ+ff9cfTloQERERERERUXkr81VF2rRpUxEdVIiXl5feCVWa5P0nuQ1gn1aS+yS3AezTin2Wk9wGsE8ryX2S2wD2aSW5T3IbwD6tpPdZyqCKW6ziAWcwGIpdo+NBlJCQAE9PT+CxpYBD/ZI3TDmFxvsWIcLBBX2NM3HR3qnE7bBv0f3vL+sq8N1UxMfHw8PDQ9NzICIiIiIioqrP0p/Fy3zGRVXGq4oQERERERERVS3VauIiKCgIe/fu1TvjvmJjY/VOqNIk7z/JbQD7tJLcJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9S1WrioqqIi4vTO6FKk7z/JLcB7NNKcp/kNoB9WrHPcpLbAPZpJblPchvAPq0k90luA9inlfQ+S3HigoiIiIiIiIjE4sQFEREREREREYnFiQsiIiIiIiIiEqtaTVzwqiJEREREREREVUu1mrioKlcVISIiIiIiIqIC1Wrioqrw8vLSO6FKk7z/JLcB7NNKcp/kNoB9WrHPcpLbAPZpJblPchvAPq0k90luA9inlfQ+SxmUUkrviMpmMBhQXZ52QkICPD09gceWAg71S94w5RQa71uECAcX9DXOxEV7pxK3w75F97+/rKvAd1MRHx8PDw8PTc+BiIiIiIiIqj5LfxbnGRdEREREREREJBYnLgSKjY3VO6FKk7z/JLcB7NNKcp/kNoB9WrHPcpLbAPZpJblPchvAPq0k90luA9inlfQ+S3HiQqC4uDi9E6o0yftPchvAPq0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zFCcuiIiIiIiIiEgsTlwQERERERERkVjVauIiLCwMRqNR7wwiIiIiIiIiKqVqNXERFBSEvXv36p1BRERERERERKVUrSYuiIiIiIiIiKhq4cSFQF5eXnonVGmS95/kNoB9Wknuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpg1JK6R1R2QwGA6rL005ISICnpyfw2FLAoX7JG6acQuN9ixDh4IK+xpm4aO9U4nbYt+j+95d1FfhuKuLj4+Hh4aHpORAREREREVHVZ+nP4jzjgoiIiIiIiIjE4sSFQLGxsXonVGmS95/kNoB9Wknuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpTlwIFBcXp3dClSZ5/0luA9inleQ+yW0A+7Rin+UktwHs00pyn+Q2gH1aSe6T3AawTyvpfZbixAURERERERERiVWtJi7CwsJgNBr1ziAiIiIiIiKiUqpWExdBQUHYu3ev3hlEREREREREVErVauKCiIiIiIiIiKoWTlwQERERERERkVicuBDIy8tL74QqTfL+k9wGsE8ryX2S2wD2acU+y0luA9inleQ+yW0A+7SS3Ce5DWCfVtL7LGVQSim9IyqbwWBAdXnaCQkJ8PT0BB5bCjjUL3nDlFNovG8RIhxc0Nc4ExftnUrcDvsW3f/+sq4C301FfHw8PDw8ND0HIiIiIiIiqvos/VmcZ1wQERERERERkVicuBAoNjZW74QqTfL+k9wG8LRzUAAAIABJREFUsE8ryX2S2wD2acU+y0luA9inleQ+yW0A+7SS3Ce5DWCfVtL7LMWJC4Hi4uL0TqjSJO8/yW0A+7SS3Ce5DWCfVuyznOQ2gH1aSe6T3AawTyvJfZLbAPZpJb3PUpy4ICIiIiIiIiKxOHFBRERERERERGJx4oKIiIiIiIiIxLLRO4Do2rVrSE9Pv+92devWhbOzcyUUERERERERkRTVauIiLCwMYWFhemdQIdeuXYOHZ3NkpKfdd9s6dR2REH+WkxdERERERETVSLWauAgKCkJQUBAMBoPeKffk5eWld0KlSU9PL5i0MM4E7O8xIZF9DRl7FyE9Pf2+ExeS95/kNoB9Wknuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpg1JK6R1R2QwGA6rL005ISICnpyfw2FLAoX7JG6acQuN9ixDh4IK+xpm4aO9U4nbYt+j+95d1FfhuKuLj4+Hh4aG9r5T3R0RERERERDJZ+rM4F+ckIiIiIiIiIrE4cSFQbGys3glVmuT9J7kNYJ9WkvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WYoTFwLFxcXpnVClSd5/ktsA9mkluU9yG8A+rdhnOcltAPu0ktwnuQ1gn1aS+yS3AezTSnqfpThxQURERERERERiceKCiIiIiIiIiMTixAURERERERERicWJCyIiIiIiIiISixMXRERERERERCQWJy4E8vLy0juhSpO8/yS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0Pktx4kIgb29vvROqNMn7T3IbwD6tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9WknvsxQnLoiIiIiIiIhILE5cCBQbG6t3QpUmef9JbgPYp5XkPsltAPu0Yp/lJLcB7NNKcp/kNoB9Wknuk9wGsE8r6X2W4sSFQHFxcXonVGmS95/kNoB9Wknuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpTlwQERERERERkVg2egcQlUVSUtJ9t8nIyKiEEiIiIiIiIqoM1WriIiwsDGFhYXpnkCVu3wAMVujTp899N7Wv5YDHH38czs7OlRBGREREREREFalaTVwEBQUhKCgIBoNB7xQqq9ybgMoHjDMB+3tMSGRfQ/beRUhPT+fEBRERERER0QOgWk1c0APA3hlwqK93BREREREREVUSLs4pkJeXl94JVEGkH1v2aSO5T3IbwD6t2Gc5yW0A+7SS3Ce5DWCfVpL7JLcB7NNKep+lOHEhkLe3t94JVEGkH1v2aSO5T3IbwD6t2Gc5yW0A+7SS3Ce5DWCfVpL7JLcB7NNKep+lOHFBRERERERERGJx4kKg2NhYvROogkg/tuzTRnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0Pktx4kKguLg4vROogkg/tuzTRnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0Pktx4oKIiIiIiIiIxOLEBRERERERERGJxYkLIiIiIiIiIhKLExdEREREREREJBYnLoiIiIiIiIhILE5cCOTl5aV3AlUQ6ceWfdpI7pPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5nKU5cCOTt7a13AlUQ6ceWfdpI7pPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5nKU5cEBEREREREZFYnLgQKDY2Vu8EqiDSjy37tJHcJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9SnLgQKC4uTu8EqiDSjy37tJHcJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9SnLggIiIiIiIiIrE4cUFEREREREREYnHigoiIiIiIiIjE4sQFEREREREREYnFiQsiIiIiIiIiEosTFwJ5eXnpnUAVRPqxZZ82kvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WYoTFwJ5e3vrnUAVRPqxZZ82kvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WarKT1ysXr0avXr1gtFoxO+//653DhERERERERGVoyo9cXHt2jWEhoZi//79WLp0KWbMmKF3UrmIjY3VO4EqiPRjyz5tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9Wknvs1SVnrg4dOgQjEYjbGxs0K1bN5w6dUrvpHIRFxendwJVEOnHln3aSO6T3AawTyv2WU5yG8A+rST3SW4D2KeV5D7JbQD7tJLeZyndJy4+/PBDdO3aFTVq1MBTTz1V5GM5OTmYNGkSnJ2d4ezsjMmTJyM3N9f88dTUVDg5OZn/nZ+fX2ndRERERERERFTxdJ+4aNy4Md566y28+OKLd31swYIF+PnnnxETE4OYmBj89NNPCAkJMX/cyckJaWlp5n9bWen+dIiIiIiIiIioHNnoHTBkyBAAQGRkJJKSkop87NNPP8X7778PV1dXAMDs2bPx5ptvYu7cuQCAHj16YP78+cjLy8Nvv/2Gli1bVm48URllZGQgISHhvtvVrVsXzs7OFR9EpXLt2jWkp6ffd7uMjIxKqCGqeKX9ms/Ly4O1tfV9t+PYICIiIi10n7goSWpqKpKSktCpUyfzbZ06dUJiYiKuX7+OevXqwdnZGWPGjEGfPn1ga2uLNWvWFHtfwcHBmDdvXpHbwsPDi93Wy8vLfAmZ2NjYEt8jVJHblXefnnbt2oWGDRvedXtF95XmcSv7+DZo0ADjX3oZ2Tey7ttfp64jdu38DpcvX660Pm5X/HYNGjSAh2dzZKSnFbtNYfa1HNCiRQuRx81E6n5mn5y+hg0b4tEBj5Xqax5W1kB+3n03s6/lgMcffxxXrlwRt/8Kk3h82fdg98XGxop+HWTfg9sXHh4u+vsw9j3YfZYwKKVUudyTRsHBwYiMjMTWrVsBAOfPn0fTpk2RkpKC+vXrAwBSUlLQoEEDnD9/Hm5ubhY/lsFggJCnXazw8HA8+eST5XJfCQkJ8PT0BB5bCjjUL3nDlFNovG8RIhxc0Nc4ExftnUrcDvsW3f/+sq4C301FfHw8PDw8yqWvPB9XD+bnapwJ2N/jbIrsa8DeRbo8h/L82qsIevRVheNWGjy22lSnvlJ/zV/7HTi0imOjgrFPG8l9ktsA9mkluU9yG8A+raT3WfqzuNgzLmrXrg0AuH79unni4vr16wCAOnXq6NZVGQr/9oweQPbO95580ZH0rz1d+wQft9LgsdWmWvbd72v+xrXSbSdctTy25Yh9lpPcBrBPK8l9ktsA9mklvc9SYlezdHJygpubGyIjI823RUZGwt3dHfXq1dOxrOJJeIsHVU/Sv/ak90kmfd+xTxvpfZJJ33fs00Zyn+Q2gH1aSe6T3AawTyvpfZbSfeIiNzcXN2/eRG5uLvLz83Hz5k3cvn0bAPD8889j4cKFSE5ORnJyMkJCQjBu3Didi4mIiIiIiIiosug+cbFgwQLY29tj4cKF2LZtG+zt7fHoo48CAObMmYOePXuidevWaN26NXr16oVZs2ZZ/FhhYWEwGo3lVF5xYmNj9U6gakr61570Psmk7zv2aSO9TzLp+4592kjuk9wGsE8ryX2S2wD2aSW9z1K6T1wEBwdDKVXkz969ewEAtra2+Oijj5CamorU1FR8+OGHsLGxfFmOoKAg831LVl4rrxKVlfSvPel9kknfd+zTRnqfZNL3Hfu0kdwnuQ1gn1aS+yS3AezTSnqfpXSfuCAiIiIiIiIiKgknLoiIiIiIiIhILE5cEBEREREREZFY1WrioqoszklEREREREREBarVxEVVWZyTiIiIiIiIiAoYlFJK74jKZjAY9E4gIiIiIiIiqnYsmYKoVmdcFHbnJViL++Pn56fLdnr2leaxq9P+k9zGPvZJb2Mf+8rSJ7mNfeyT3sY+9klvYx/7CvdZotpOXBARERERERGRfJy4uIegoCBdtist9mlTmvuT3FYR25UW+7Qpz8eV3FaW7UqLfdpI7pPcVhGPy77K2a60+D2B5dinDb8nsBz7tJHedxdVDb399tt6J9yTnn2leWzuP8tJblOKfVpJ7pPcphT7tGKf5SS3KcU+rST3SW5Tin1aSe6T3KYU+7R6UPuq5eKcRERERERERFQ18K0iRERERERERCQWJy6IiIiIiIiISCxOXBARERERERGRWJy4ICIiIiIiIiKxqt3ExfXr15Gfn693RrEyMzP1TqjSIiIiEB0drXdGiS5cuIDs7Gy9M4iIiIiIiKqUajNxER8fjz59+uDpp5/G8OHDceXKFb2TzE6fPo3HHnsMo0ePxrPPPos//vijMh8c2LgROHKk8h6znF24cAF+fn4IDAzE4cOH9c65y++//w4/Pz88/fTTGDBgAA4ePKh30l2kTuYBgPQLH1XqeLXApUuXRDfevn3b/Hdpxzo+Ph4nT57UO6NEiYmJOHv2rLj9BhS8ri1duhQ5OTl6pxQrMjISwcHBiI2N1TulWKdPn8b+/ftx9epVABwbZSF5XAAcG1pJHhuSxwXAsaGV5LEheVwA5Tg2yuNarNJlZGSov/zlL2rChAnq5MmTytfXVz355JPq5MmTeqepf/3rX6px48Zq5syZ6vjx46pTp05q2LBhKjc3t2IfOCdHqYkTlXJ0VCowUKm6dZVauFCp7OyKfdwKEBQUpMaMGaN3RrEuXbqkOnfurKZOnapu3LihnnrqKTV06FCVnp6ud5pSqmBsTJw4UU2cOFF9++23KisrSymlVH5+vs5lBW3Tpk1Ts2fPVt999526ceOGUkpGm0loaKiqVauWOn78uN4pd8nMzFQjRoxQ7dq1U7t371Z5eXl6JxWRkZGhXnrpJTVixAj1/vvvq9TUVKWUjON7+/Zt9dxzz6mHHnpI+fj4qMDAQHXixAmllBKxHzMzM1VgYKDy9PRUvXv3VkFBQSo2NlYpJWP/ZWdnq4CAAGUwGNQPP/ygd04ReXl5asqUKapWrVpqzpw56ty5cxX/elsGt27dUqNGjVIuLi6qT58+qlu3burQoUNKKRlfe5LHhvRxoRTHhhaSx4bkcaEUx4ZWkseG5HGhVPmPjWpxxsW5c+eQk5ODadOmoXXr1ti4cSNq1qwpYlYvISEBb7/9NkJCQtCpUyds2rQJ//nPfyr+jJD584FTp4Dffwc+/xz417+AZcuAKvZ2lStXriA6OhpBQUEAgA0bNmD9+vU4d+6cvmH/ExUVBRsbG0ydOhX29vZYunQp9u3bh9zcXL3TkJiYiO7duyM5ORkGgwGzZ8/G5MmTAQAGg0HXtnXr1sHT0xPJyclIS0vDvHnzsGjRIhFthZ06dQrZ2dlYuXIl8vLy9M4xy87OxtChQ5GVlYU9e/agb9++sLKS8999VFQUfHx8cPPmTfTs2RMbN27ElClTAMg4vt9//z0SExNx/vx5fPLJJzAYDBg2bBgA6L4fExMT8fTTTyM7OxtxcXGYO3cusrOz8e677wKQsf9q1qyJFi1aoGXLlpg+fbqot0GeOnUKx44dw5EjRzB//nw0bdoU1tbWemeZhYaG4tKlS7hy5QrWr1+Pjh07YvHixQD0/9oD5I6NqjAuAI4NLSSPDanjAuDYKA+Sx8bq1avFjgug/MeG/s+oElhbWyMmJgYGgwGLFy/Ghg0bMHDgQKSmpmL79u26tk2cOBFPP/00gIJTpm1sbNCtWzfcvHmz/B+s8GSIvz/wyiuAkxNw+zYwYgTg4gJERZX/41ag7OxsJCUloUaNGhgyZAjeeecdrF+/HgEBAdi7d6/eeWjQoAGOHj2K48ePAwBiY2Ph6+uLyMhIpKam6tp25MgRODg4YPPmzfjggw/w8ccf48svv8S///1vXbvOnTuHAwcO4IMPPsC6deuwfPlyBAYG4tixY0hLS9O1DSg4/c40SdG0aVOEhoYiLCwMO3fu1LnsT5GRkUhMTER4eDjq16+Po0eP4uLFi+Y1VvR+a9CBAwfQtGlThIWF4bXXXsO0adOQlJSE9PR03ZoyMzPNp1YeOXIEWVlZsLe3R926dbFw4ULk5+dj1qxZAPQ5BdP0TZxSCo8++ihCQ0Nha2uL/v37o127drCxsQGgz7Et/A1mXl4e0tPTce7cOfz000+Ij49HaGhopTcVVrgvIiIC58+fR+vWrREeHo5hw4Zh+fLlOHDgAAD9jq3puEVHR5u/mWvWrBnatGmD9u3bm7fVoy81NdU82X706FFRY8P0OqqUwoABA7B69Wox48LUZ3rs/Px8cWMjNTXV/Hq2Z88ecWMjNTXV/AvGEydOiBobv/76K86ePWv++40bN8SMCwA4fPgwEhMTUaNGDfTv31/UawZQsM9+//13AEBubi4yMjJEjY3Cfbt370ZSUpKYsfHrr7/izJkzAApeM0yTKBLGBQB8++235rfuHzt2rFzHRrWYuPD29kbbtm3x4YcfolevXtixYwf8/f3h4uKC7777rsh7rCtb48aN4eLigvz8fNjZ2eHKlSswGAzw8PAovwfJywPmzAE6dwbOny+4zd8f+N+ECezsCm63swNaty6/x60EzZo1Q+vWrTFp0iS0bNkSUVFR2LFjB/z8/PDJJ5/oPmPbqVMnLF26FFu2bEHbtm0xbNgwtG3bFi+//DJef/31Sv1BLTExEREREeZ/16pVC9nZ2UhISMCGDRtw/vx5rFixAlOmTKn0M0ISExOxe/duAICjoyMGDRqEQYMGIS8vDzY2NrC3t0d6ejocHR0rtatwn2nfKaXMLxJbt26Fr68vpk6dimnTpul21sWdx7ZGjRrIzs7GiRMnMHToUAwZMgSjRo3CM888A6DyZ+EL9+Xn58NgMOCPP/5AfHw8gIJ1atq2bQtbW9tK7QKKrjEUGBiIlJQUPPzww3B3d0dERAQWLVqEjz/+GKtWrcJ7772HtLS0Sv0Nlanvueeew+jRo1GzZk0EBgbCycnJ/A29lZUVLl26ZP57ZbeZ1mdKSUmBlZUV6tatixs3biA7OxsLFy7EwoULARQsjl2ZZzkW7hs5ciSuXr0Kd3d3tGrVCnPnzsWcOXPQoUMHHDx4EIMHD0Zqaqoux3bUqFEYNWoUrly5go4dOyI3Nxfh4eFITEzEp59+irNnz+Ldd99FTk5Opfc9+uijGD16NEaMGIHz58/D09NTxNgwtT333HMYMWIEAODZZ5+Fs7Oz+fVLr3FRuG/06NEYPnw4zp8/D4PBIGpsFO5LSkqCm5ubqLHx6KOPYtSoUXj22WeRmJiIDh06iBkb3377LXr06IElS5YAAFq1agVXV1fdx0XhPl9fX7zzzjto2LAhxowZAycnJxFjw9TXo0cPvPPOOwAAGxsb1KlTB9nZ2bqPjeL6PDw88PDDD+Ptt9/WfWyY2kxnzHTu3Bk3b97EN998o/u4OH36NPr27YvRo0fj+vXrAAr2XZMmTcptbFSLiQsAeOutt/DRRx+hSZMm+OWXX9CsWTMYjUbs3r1bl2+W72T6j2PPnj1o3bp1+X6hWVkBcXHAxYvAmjVFP2aaaT13DqhfH6hV68/bqohp06bh5MmTSElJQX5+PmxtbTFo0CCcPHlSxFtGXn/9dbzyyivw9vbGhQsXsHjxYqxZswaxsbH45ZdfKvzxlVJYsGABWrZsiUmTJuH8/yav8vPz0axZM+zatQtRUVFYuXIlhg0bBoPBgFWrVpm3qay2yZMnIzExEfXq1cMTTzwBBwcH87ioU6cOWrRoUSlNJfVNmjQJSUlJsLKyMk92tm/fHllZWVi8eDESExOxcuVKrFq1CqdOndKlz3Rs09PT0bFjR6xYsQKenp5ISEjAokWLcOTIESxYsABA5ezHO/sSExNhZWUFHx8f9OnTB6+88goCAgIwdepUnD17Fj4+Pnj//ffNn1vRVq9eDaPRCB8fH8ydOxcxMTGYNWsWGjZsiMzMTMTGxqJLly7w9vaG0WhE27ZtsWzZMl36goODERUVhVdffRWNGjWCUsr8G7Po6Gg8+eST5s/TY9/997//xaRJk5CXl4fk5GRcvXoV9evXxyuvvAJHR0d4enri6aefRnJycoW3Fdd38uRJTJ8+HTVr1kRubi5++OEHhIaGYs6cOfjyyy/Rtm1bvPHGGwAqZ2wU7nv77bcRHR2N6dOnIyAgABMnTsSnn36Khx9+GAMGDMCgQYOwbt0681siK6NvyZIl6NOnDzp27Ih169YhJiYGCxYsQOPGjZGenq7r2Cjctn79ekRFRWHGjBlwdXVFfn6+eWJZj3FxZ9+6detw8uRJTJs2DcCfiyXrOTaK65s3bx4cHByQk5Oj+9go3PfZZ58hOjoa8+fPx4gRI/DKK69g7dq1uo4NoOA1tmfPnrhw4QJ2796NDh06ICsrS/fXjDv7EhMTsWXLFjRo0EDE2Liz79KlS9iyZQuAgrGRkpKi69i4s+/ChQv48ccf4eHhgby8POzatUvXsVG4LSkpCbt27cL48eMxadIkrFmzRvfXjHbt2qFTp064evUq+vfvD6DgzOTyHBvVZuJiwIAB+Nvf/oahQ4eaZxx9fHxQt25dEVcYMf2mNjIyEgMHDgQArFq1Cm+88QZu3Lih5Y4Bg6HgbIv33wdCQoDClww1fTEfOgS4ugL16hVMdBw7Bvxvtkw6f39/BAQE4JdffjG/lcDPz0/Uirr79u3Dr7/+CmdnZwBA7969cfPmzUo5gyAyMhLx8fEIDg5Ghw4dzD8Y9uvXD7a2tjhz5gz69++PPXv2oF69epg0aRK2bt0KoOJn4u9sW7lyJYCC91wWPn47d+5E06ZNK6XpXn3Lly8HANjZ2QEAfv75Z9jY2MBgMOCvf/0r/v73vyM8PBzu7u669JmOba9evWBra4t169ahbdu2MBgM6N69O9577z2sXLkS+fn5lbIfS9p/3bt3xwcffIChQ4ciNTXV/La9OXPmYPr06ZX2W4I71xjavHkz1q1bB19fX3h6euLw4cPo3r07goKCkJ+fDz8/P1y6dEnXvq+//tq8Lo1pjKSkpKBz587mz6uMyy4Xtz7T119/jStXrqBRo0Zwd3dHUlIS1qxZg6SkJCQlJWHGjBmVNjaK23fr169H165d0alTJxw+fBinT582bz9+/HgcOnQImZmZlTI27uz7+uuvsX79ety+fRtDhgxBt27dMGPGDLz77rsYMWIEli1bhm3btiEtLa1S+mrVqoXt27dj6dKlcHZ2RocOHfDbb7+hf//+aN68OY4cOYKuXbvqMjaKazOdsm9lZWV+fD3GRXF97du3x9mzZ2EwGODq6oqmTZsiMTFRt7FRXF90dDT69u0LHx8f/Prrr4iLizNvX9ljo7jjGxUVBScnJwQEBKB79+6YPn26LmPD9H/ujRs34OLignbt2iE0NBRt2rRBy5Yt8csvv+j6mlFc35dffomMjAxYWVmZf/7Ra2zc2de2bVt8+eWXuH79OlxdXdG4cWNdXzeK239r1qxBq1at0LVrVxw6dEi3140729q3b481a9bg+vXrCAgIQOfOnTFz5kzdXjPi4uLQr18/85kgO3bsQExMDPr06QNPT08cPXq0XF4zqs3EhZ2dHdasWYOMjAw88cQTWLp0KYYMGQJfX1+4uLjonQdra2vk5uaa12zo06cPFi1ahMcffxy1atUq/R393/8Bhd9rb1o85uuvgeefB/r3B2bM+PPj//uNHf77X+CFF4CTJwFPT2DWrIJJjyqgZs2a+PDDD80LEoaEhKBLly7w8vIy/7Crt8ceewzXrl3D7NmzsXXrVnTr1g1NmjRB8+bNK/yx27Rpg8mTJ2Py5MkwGo04ePAgfv75Z9SoUQOBgYH49ddfERMTY/7tbW5uLtzc3KCUqvBZ2jvbDhw4YD4LxfSWguzsbBw4cABjx44FAPzwww/47LPPKrSrNH3Z2dno0aMHduzYgWbNmiE6OhoeHh5o27Yt7O3tdekzHVs7OzuMGzcOzZs3x7Fjx8zbN2rUCO3btzdfLkuPPtP+y8nJwdmzZ9GoUSM4ODgAKHhrVbt27SrtTKk71xiytbVFx44dYTAYMGHCBFy5cgVr167F5cuXYW1tjUuXLsHb27vSztK73xpIVlZWuHz5MrKystCxY0fs2bMHLVq0ME8Q6dGWk5ODc+fOISoqCr6+vggJCcGvv/6Kv/71rwgODsatW7cqvK24PtOxBYCxY8fCaDTim2++Mf/iwnRqeu3atXXr69atG27duoW0tDTzukimX2ocP34cQ4cORZ06dSql76WXXkLXrl1x8uRJtGvXDrt370avXr2wd+9ePPHEE7h27RrWrVuny9i4s+3HH3+E0WjEli1bzP93JCcnIzMzs9LHxb36wsPDsX//fpw8eRK9evXCwoULdRkbJR3biIgI9OvXD/3798f27dtx+fJlAJU/Norr8/f3x5YtW/Dbb78hOjoaBoNBl7Fh+gErOzsbzz77LIxGIy5duoRvv/0WK1asQGpqKtauXYvk5GRdXjPu7PPz88Mff/yB//znPwAAW1tbXcdGSX3ffPMNAOC///0vfH19dRsbJR3fHTt24J133kG/fv3wzTff6DI2Stp3pl80xsTEQCllnpyq7NeMGTNm4ObNmxg3bhxat26NGTNmYPjw4Rg2bBh69OhRfq8ZZb4OSRV34sQJ9fHHH6vBgwerZcuW6Z1TxG+//aYMBoNq1KiRWrJkSdk+OSVFqSFDlKpTR6nPPvvz9rw8pW7eVOr555W6ckWpxESlDAal1q9XatUqpS5cUOraNaV8fJRq0qTg8qjvvVe+T6yS/Pbbb+q9995TgwYNUu8JfA6bN29Wo0ePVr6+vrp97cXGxqqgoCD1zDPPmG+bO3eu6tOnj3rzzTfV77//rnr16qWCg4N1axs5cqT5tvz8fHXx4kUVGBhV+RmuAAAO/UlEQVSoYmNj1eOPP64eeughtX79ehF9PXv2VLVr11YrV65USil1+PBh5ebmplJSUnTru/PYdunSRb3xxhvq7Nmzql+/fmrcuHGV3la4r/D+e+2119Tw4cPVt99+q9LS0lS/fv1UYGCgun37dqW2mS7JdejQIeXr62u+zNmOHTuUn5+f8vHxUX5+fqpJkybq4MGDldp2Z1/Pnj2LXL7us88+Ux06dFCDBw9W9evXV6tWrdK1zbTvZs+erVavXm3e7sKFC+qLL76o1LY7+wof22+++Ub5+vqqDh06KH9/f9W4cWO1a9cuXft69uxp/vc//vEP5evrq4KCgtTgwYNV48aN1bffflvpfQcPHlRbtmxRSimVmpqqBg8erN588021cuVKNWDAANWpUyfdxsadbU899ZQaP368SkxMVF999ZVq3769buOiuL7Bgwer2bNnqxEjRqjPP//cvJ1eY6OkY/vee+8po9Go2rdvr+vYKK5v2rRpKigoSBmNRjVmzJhKHxum/3vnzJmjZs2apZRSatGiRcpoNKpHH31Uvfrqq2rgwIG6vWYU17d48WLl7++vevTooSIiItSmTZt0e80oqc9oNKpBgwaprl276jo27nd8J0yYoPz9/XV53bjXvhswYIDq3bu3MhqN6vnnn9ftNSMkJER5e3urtWvXKqWUOn36tBo4cKCaNWuWWrt2rerbt6/msVHtJi5MpFy3uLDbt2+rZcuWqezs7LJ9YliYUg4OSj37rFLFPa+cHKVatFAqM7Pg3507F0xevPxywb8zMpRydVXq1VeVquQfGCqCxGNrkpeXp/u1n7/66ivVu3dvtW7dOqVUwdfdli1blL+/v2rZsqV66aWXdG8r/MK1c+dOZTAYlL29vZo0aZJubUr92Wf6T7nwBIWE62XfeWyzs7PVF198of7yl7+oli1bqgkTJojqO3v2rBo/frzq3r27cnd3VxMnTtS1b/HixWrs2LFFbvvjjz/U119/rVasWKFT1Z+K61u4cKGqWbOm+vvf/65TVYHi2kxu3rxZyTV3K67v8uXLauPGjWr58uU6Vf3pzr6srCy1e/duNXv2bDV//nwdywqY/n/btm2batGihTp+/Lj6448/1KZNm8wTt3q37dixQzVr1kxFRkaqhQsXKjs7O93HhVJ/9oWHhysvLy917Ngx88du3bqlV5ZZ4WPbsmVLdezYMXX58mX1+eefi/h/z9T3zTffqLZt26r9+/er3bt3q5kzZ+o2Nt566y0VERGhlFJq8ODBymAwqC5duiillLp69aru4+LOPhsbG9W+fXullFILFizQfWwUt/+6detWZBs9x8a9jm9ycrKuY6O4tp49eyqllPrxxx91HRe3bt1Shw8fVkr9OW7//e9/qzZt2qjMzMxyec2wqZgTRuSTct3iwmxtbc2LvJTJ2bNA+/YFa1gYDMDu3QWXOXV3L7jEaVYW8MgjwKJFwMcfA82bF6xl4eNT8Pm1awOxsUDduuX7hHQi8dia6HlNZaUUDAYD/vKXv+DgwYPYvHkzRo8ejZ07d6Jjx46IiIjA9evXUa9ePd3bvvrqKwQGBuKHH35AREQEXn/9dUyZMqXS3ud4v77//Oc/CAoKwi+//AJvb2+0bNlS16+7ko7t7t270aNHDwwbNgyZmZm6HNt79Z05cwZTpkyBo6MjrK2t0aBBA1368vLyYG1tjcjISAwZMgQA8PHHH+PUqVMIDg4236aX4vo++ugjXL16FZ07d0ZCQgIaNmwopm3VqlU4ffo0pk+fjoYNG6JGjRq6tJXUZzq28+bNw8iRI3VrK6nvo48+wpkzZxASEoK+ffvq2mdiWhfn4YcfRn5+PmrUqAFnZ2cEBATonWZu8/DwgJWVFRo0aIDHH38cY8eORaNGjfTOM/e1aNECubm5Rd5KaFovSU+Fj21eXh5q1qyJBg0aIDAwUO80AH/2NW/e3Pz+fm9vb/j7++v2upuXl4dRo0bh1q1b8PLywsyZM/HTTz/h4MGD8PX11X1c3Nk3bdo07N+/H7GxsRg8eDBeeOEFXcdGcfvv559/xqFDh9CjRw8A+o6N+x1fPcdGcW379+/HoUOH0K9fP/Tt21e3cWFnZ4euXbuaO62srODu7g57e3tkZmaiYcOGmsdGtZ24eCDk5xcspPn668Dhw8DUqcCJEwWLajZsCKSmAmFhQJcuwJ49wK1bwKpVwIgRwD//CaxdCzz3XMGVRB6QSQsqmWkxv8aNG2P06NEYNWoUbGxs8PDDD2Pbtm0AoNsPtsW1WVlZoX379tiwYQPatWunS9e9+mxsbNCiRQuEh4ebt5HW9/DDD2P79u2wtrbW7diW1GdtbY3mzZtj+/btcHV11a0NKH6NoXPnzuHTTz/V7RK89+tLSEhAWFgY+vXrJ67NtO/0mky5X59pYUQ9x0Rp+iprrZz7ycrKgpWVFX777TeMHTsW/v7+5XvJdg2Ka3NyctL9/xSTO/uMRiOaNWumd5aZ5GML3N3Xt29f89pler7mduvWDQcPHsTrr7+OQYMGmS/tbVqAXW/F9ZmuKuLt7a13Xon7z8nJSeeyApKPb0ltpu9V9P7lrcFgwO3bt2FnZ4fjx49jwoQJeOKJJ8rv+wENZ4SQBKbT08PClGrZUql33y349+XLSo0YodTIkUplZSkVH69bIsmSlZWlevXqperUqaP++c9/6p1ThOQ2pdinleQ+TWsMVQLJfZLblGKfFnl5eSoiIkIZjUbl6uqqli5dqneSmeQ2pdinleS+O9dhkvYWZfZpI7lPcpvJiRMn1COPPKKcnJzUu6afS8uJdXBwcHD5TIGQbgwGoFMnoGtXYPjwgtscHICmTYGlS4GRIwHTDH9ubsFZGkoVfB5VO7/++isyMjLw3XffwdfXV++cIiS3AezTSnKfs7MzHB0dsWHDBvj5+emdcxfJfZLbAPZpYTAY4OLigvr16+Ojjz7CI488oneSmeQ2gH1aSe6z/t8V+0ynw+v9W+47sU8byX2S20weeugh1KxZE6GhoeU+bg1K/e/CsCRTamrBehSlWRvBNBmRkwPY2gIJCcCTTwKbNgGtWlV4KlUN6n/rDUgkuQ1gn1bS+4iIiIhIJq5xIdXp08DEiUCNGgV/li8H3Nzu/TkGQ8EZFdbWwLlzwOjRBWdhPPxw5TRTlSD5B0fJbQD7tJLeR0REREQy6XeJAyrZkiVAnz5Ax47AunXAyZMFC2/m5xf8McnLu/tzL14Enn664CojvXoBa9YANpyfIiIiIiIioqqJP9FKVKsWsH17wdkSQMEkxNmzd79d5H/vcyqiadOCK4WEhhZcCpWIiIiIiIioCuMaFxKZ1qg4ebJgsc1Ll4AXXgB69iy4tOn/LgWFa9cK3k7i5we8/HLB20R4dgURERERERE9QDhxIdmhQwWTFk89BaSlAc8/DzRoAMyYAXh6AomJQEAAkJlZMMlBRERERERE9IDhxEVVkJ9f8DaRb78tOMPiP/8BfHwKPhYbC3h769tHREREREREVEG4OGdVYFqQ08OjYF2LWrX+/BgnLYiIiIiIiOgBxokL6bKyCta8OHoUGDkSMBr/XOOCiIiIiIiI6AHHiQvJ8vOBw4eBxx8HBg0CRo0quFqIvb3eZURERERERESVgmtcSJeZCezaBTzxBFCjht41RERERERERJWKExdEREREREREJBbfKkJEREREREREYnHigoiIiIiIiIjE4sQFEREREREREYnFiQsiIiIiIiIiEosTF0REREREREQkFicuiIiIiIiIiEgsTlwQERERERERkVicuCAiIiIiIiIisThxQUT0/+3dTSisbxzG8Ws63so0jWTjJSykTN5LisXEho1YkJU1SRmaSVKIxkrZsbAYFrKUEimyUBqlMUXYTNSwUN7yEo3Mf3FqSqfT/8SDh76f1XM3T7/7Wl/d89wAAAAATIviAgAAfCvHx8eyWCyyWq0aHBw0bG55ebmSkpJUUlJi2EwAAPB+FBcAAMBQZWVlWlhY+PB9wuGwhoeHDZu3s7Ojqakpw+YBAABjUFwAAADDRCIR7e/vq6io6KujAACAH4LiAgAAGOL09FQ2m02RSERFRUWyWq0KBoOftr/T6dTExERs3djYqKGhodj68vJSDQ0NstvtSk1NVU1NjV5eXj4tHwAAeJu4rw4AAAB+hoyMDE1PT2tyclKbm5tfHecP4+Pjur+/19nZmX79+qX19XVZLJavjgUAAP4HJy4AAIBhAoGASktLY+vR0VEtLS399X2/36+9vb3PiCaLxaLr62uFQiElJiaqvr6e4gIAgG+A4gIAABgmEAi8upUjGAyquLj4r+/Pzc3p4eHhM6LJ4/HI6XSqublZaWlp6u7u5q8iAAB8AxQXAADAMMFg8NWJi3A4rMzMTEnS2NiYamtrlZeXJ5/Pp5WVFfl8Pnk8Hnm9XkP2f3p6ij3f3Ny8+s1ms2l8fFwHBwfa2NjQzMyMVlZWDNkXAAB8HIoLAABgiEgkoqurq9j67u5OVqs1tu7q6tLa2poCgYBmZ2dVV1cnh8OhjY0N9ff3G5JhcXFR9/f32t3d1dbWlm5vbxWJRCRJy8vLOjo6UjQaVVxcnF5eXmSz2QzZFwAAfBw+zgkAAAwRHx8vl8ulmpoaPT8/a3V1VYWFhZJ+3+jhdrsVCoX09PSk3NxchcNhZWVlGZohPT1d+fn5stvt8nq9GhkZUVNTk6qrqxUKhdTZ2anz83OlpKSor69P1dXVhu4PAACMZ4lGo9GvDgEAAH6eyclJJScnq62tTT09PaqsrFRLS4u8Xq8SEhLkcDjk9/tfXVn6L05OTpSfn6+kpCS5XC4NDg5K+n0dant7u1pbW9+Ut6KiQgcHByooKJDf73/TDAAAYDxOXAAAgA8RDAbV0dEhSaqqqtLAwIAWFxd1cXGh3t5e5eTkyO126/DwUPPz8/88Nzs7W4+Pj4bn3d7eNnwmAAB4P05cAACAH+G9Jy4AAIA5UVwAAAAAAADT4lYRAAAAAABgWhQXAAAAAADAtCguAAAAAACAaVFcAAAAAAAA06K4AAAAAAAApkVxAQAAAAAATIviAgAAAAAAmBbFBQAAAAAAMC2KCwAAAAAAYFoUFwAAAAAAwLT+A/gwGYwDYFU9AAAAAElFTkSuQmCC\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -844,9 +970,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -854,9 +980,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -864,9 +990,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -874,9 +1000,9 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -884,9 +1010,149 @@ }, { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3X18zfX/+PHH2fXF2aXLjTHGho+rhD4khvigFcVCriZRSlGoXGWE1JTqI/X5FE0iUhFKSUyt8KMSxqZh5iKbtQu7sqvz/v3hs/PttKuzc7adlzzvt9tun5z3xXmc1zn5dF57X+g0TdMQQgghhBBCCCGEUJCdrQOEEEIIIYQQQgghKiITF0IIIYQQQgghhFCWTFwIIYQQQgghhBBCWTJxIYQQQgghhBBCCGXJxIUQQgghhBBCCCGUJRMXQgghhBBCCCGEUJZMXAghhBBCCCGEEEJZMnEhhBBCCCGEEEIIZcnEhRBCCCGEEEIIIZQlExdCCCGEEEIIIYRQlkxcCCGEEEIIIYQQQlm35MSFTqezdYIQQgghhBBCCHFLsfS7uEMNd9w0ZPJCCCGEEEIIIYRQ3y07caFpmq0TKhQfH0+bNm1snWHq0iUKevXCOTaW+Oxs9fr+RMnx+x+V20D6rKVyn8ptIH3Wkj7LqdwG0metuuorKCjgypUrBAQEYGdX9QHN+fn5pKSk0KxZM7PWtwWDwaBsG0ifNVRuA+mzVl33FRUVcfnyZfz8/HBycqpyfUsPIFB3xGtBdHQ0oaGhts6oUkJCgq0TylVUWAio21dK5T6V20D6rKVyn8ptIH3Wkj7LqdwG0mctlft0Op3SX36EEMIc9vb2dfI8t9TflhEREcTExNg6QwghhBBCCCGEEGa6pSYuhBBCCCGEEEIIcXORiQshhBBCCCGEEEIoSyYuhBBCCCGEEEIIoSyZuBBCCCGEEEIIoaTIyEjuueceBg0axB133MGWLVtISUmhd+/e9O3bl1GjRlFcXMzhw4eZPHkycOPahkeOHLFxuahJMnGhoJCQEFsnlMvxf7e3UbWvlMp9KreB9FlL5T6V20D6rCV9llO5DaTPWqr3ibIiIyOJiIiwyXOHhobi4uKCXq9Hr9ebdFy8eJHQ0FDc3Ny4/fbbiYuLs0ljeSxt+/zzz+nZsyfOzs5lxryifZ4+fZouXbrQokULduzYYXFzamoq//jHPyj8310LS0VGRjJx4sQy67/yyivodDr27dtHTEwMXl5e7N69m3379uHt7c2BAwfo1q0bfn5+zJgxg+bNm9O1a1eL+0oNGDCABg0a4OPjQ//+/U3uVFTRsqKiIsaNG0fjxo3x8fHhnnvuITk52bhdZeNelcre6yNHjtCtWze8vb3p0KED+/bts+7F/0/Pnj2V+LzLxIWCVL0fuvP/Ji5U7Sulcp/KbSB91lK5T+U2kD5rSZ/lVG4D6bOWyn06nc7WCZVS/VattdX3zjvvkJOTQ05ODtHR0cbHp0yZQrt27fjjjz8YPnw4o0ePtklfeSxt8/LyYtasWUyZMsXsfUZGRvLvf/+bQ4cO8eKLL1rcvHz5ciZNmoTT/75f/Fl5/264u7vTqFEj3NzcyMvLIzMzk4ceeoi+ffvy1Vdfce3aNQCmTp3K22+/zdSpUy1u+7OXX36ZS5cukZ6ezsiRIxk7dqxx/MpbBlBSUkJISAg///wzV69epU2bNiYTFJWNe1Uqe68nTJjA8OHDyczM5LnnnuPBBx/EYDBYNwDAM888w8KFC63ej7XU/huphkVHRxMaGmrrDCGEEEIIIcSfHDhwAL1ez7Jly9iwYYPxqIesrKwa2f+bb77JzJkzSUxMrPa2165dY/fu3cydOxdXV1dmzpzJ2bNnOXnyJACBgYHExMQY19fpdCQlJRn//Ntvv3HXXXfh6emJv78/K1asKPMcly5dok2bNmzdurVG2yoTGhrKAw88QL169czep6Zp5U7KpKWlmd1cUFDABx98wEMPPWR8rDrvv6ZpbNiwgQEDBrBv3z569eqFpmkAzJ49m//85z/MmjWrzHaWjHGXLl1wcnLCYDBQUlLCqVOnqlzm4uLC/Pnz8ff3x8HBgYkTJ5qctlLRuFelqvc6OTmZYcOGYWdnx/Dhw0lLS+OPP/4AKv+MVvX5DAsLY+/evaSkpFSrt6bdUhMXERERJm+YquLj423yvOnp6SQlJZX7c+HCBXLz8rhw4QIHDx60SZ+5bDV+5lC5DaTPWir3qdwG0mct6bOcym0gfdZSua/0i5aqauI3tdXRo0cPcnJymDt3LmPGjDEe9eDl5VUjfcOGDcPe3p5evXoxaNAgduzYUe4+Zs+eTf369Rk4cKDx0P/ExETc3d1xc3MjNDSUvLw8WrZsaXLaQGV9Cxcu5LbbbiMzM5O4uDh69OhRZv2ioiISEhKqPVFjbVt197lw4UIef/xxunXrxoIFC/j222956KGH2Lx5s9nNBw8epEGDBjRu3Nj42J/f/4ceeqjK979///68/fbb3HvvvWRmZgLw0Ucf0apVKyIiIggKCmLTpk0m21g6xmFhYbi4uPD444/z2GOPmYzfX5eV5/Dhw3Tq1Klaz1meqt7radOmsXXrVoqKivjkk0/o1q0bDRo0qHK/VX0+XVxcuP322/nmm2+sfg3WcLDps4tyJSQk1Pmhjenp6QS2CCL7Wma5y/2BvUC/Hj3IcHPn4oVkfH1967TRXLYYP3Op3AbSZy2V+1RuA+mzlvRZTuU2kD5rqd4nzBMbG8usWbNo2rQpn3zySaXrJiUlcfr0aQYOHGjyeLNmzXjllVdYunQp27Zt480332T69OksW7aMUaNGARAVFUW7du3QNI2FCxcydOhQTpw4QW5uLh4eHuTm5hIXF0dubi6enp7k5OSY/RpSU1NJSUnBz8+PO++8s8zywMBAiyazaqKtOvts06YNP/30E5999hkffPABvXv35r333sPNzc3s/R8/fpzg4GCz14+MjAQwnrpT+r/Hjh2rcJtFixaVeczSMd65cyf5+fl88MEHtG7d2uxlACkpKbzwwgusX7++2s/7V1W910OGDGHChAksWLAALy8vvvjiC7P3XdXns23btpWOd124pY64EBW7du3ajUmL0DkwOKrsT9/54N4AekwjPy/XeB6ZEEIIIYQQtalXr15lfntekaSkJHbv3l3hckdHRzp16sRtt91Gbm4uly5dMi7r1q0b7u7u6PV6oqKiuHjxIqdPn8bd3Z2cnBwCAgK4evUqTZs2JTs7G71eb1ZTVFQUzs7OdOnShZCQED777DOztjOHtW3V3efhw4cJDw/n+vXrrFy5ks2bN9OmTRt27txp9v6zsrLw8PCwuM8WXF1dmTx5MmPGjCE9Pd2sZXl5edx3333MmjWrRi5XUNn7kpmZSVhYGK+99hr5+fl8/vnnDB06lMuXL1e5X3M+nx4eHsYjW2xFJi6EKVdfcK9f9sfNF3T24OJt60IhhBBCCPE3Ze5FLcu7HebmzZuZMWMGmzdvJjQ0lOPHjxvXv379Oh9++CF9+vRh4MCBeHt7c/z4cWbOnFnu/nU6nbGlVatW5OTkGCc5CgsLOXPmjMldawoKCgDIzs4us68mTZqwbt06Ll++zMyZM3n00UfNGwwzmNNWk/vs0KEDn376KWPHjmX16tVMmzaNn376iSVLlpi9f29v73LHCcp//2NjY/nnP//JiBEjqtx3VRNX1srJyeHs2bNVLisuLiY8PJxevXoxffr0Gnnuyt6X06dP4+zsbHJKVLNmzfjhhx+M21f0GTXn85mdnY23t22/B8rEhRBCCCGEEEIJjRs35tSpU5SUlFS6Xnm3wxw5ciSvv/46I0eOJCYmhg4dOhjXf+WVV/jggw945plnOHPmDHPnzqVhw4bG5ZmZmXz11VcUFBRQUFDAokWL8PPzIzg4GE9PTwYOHMhLL73E9evXee2112jZsiXt2rUzbr9lyxaKi4t59913AcjIyDAu27p1K5cvX0an02Fvb1/u0RCXLl2iVatW1T4aw5y2ivZdUlLC9evXKS4uNv5zSUlJpft0cXEx2d7R0REHBweKi4vNbu7QoUOF1+Bo3Lgx8fHxJu9/TR1xU90xPnXqFB9//DG5ubkUFBSwePFiHB0dadOmTaXLAB555BG8vb3LvRBrReNeVWdl70vr1q3Jy8tjx44daJrGkSNHOHXqlMmpchV9Rs35fJ46dYqOHTuaNW61RSYuhBBCCCGEEEp48MEHcXd3p0mTJjRt2rTC05Mruh1mRZ5//nl2797N0KFDsbe3L7O8qKiI559/nnr16tG4cWMOHjzI9u3bcXC4cUnA//znPxw/fhwfHx8+/vhjPvroI5PtCwoKaNy4MbGxsUyYMMHkt9ZHjhzh9ttvR6/X8+9//5t169aV+/xnzpyx6HTsqtoq2vf69etxdXVl6dKlfPjhh7i6uhqvxVDVPgGefPJJli5dSps2bXjuuefM7r3jjjtIS0vj999/L7PM3Pe/ukfcVDYOFbGzs+ONN96gadOmNGjQgN27d7Njxw70en2ly86fP8+6devYunUrHh4exjukJCcnA5WPe1WdFb0vpX+eO3cu3t7ejBo1ijfeeMNk8u6vn9HJkycDVX8+r1+/zk8//cSAAQPMGrfaIhfnFEIIIYQQQijB29ubvXv3lnnczc3NeGtHgI0bNzJgwACmTp3K2LFjjRdddHJyoqioqMz2Tk5OlT5vgwYNOHr0aIXLAwIC2L9/f4XL582bZ/Ll8893nli6dClLly6t9PktvXCkOW0V7TsiIoKIiAiL9gnQtGlTfv7552q1Ajg7OzNhwgQ++ugjnnnmGZNl3t7e7Nmzp8pThkqPuHFxceGxxx4zHnHTqFEjdu7cWe6RDtUd45CQEJNTLUoZDIYKlwE0b9680uepbNyr6qzsfRkyZAhDhgzBYDCUO35//YyWqurzuWPHDvr160ejRo0qXKcuyBEXCrLmnDSh9vip3AbSZy2V+1RuA+mzlvRZTuU2kD5rqd4nzNewYUMaNmxI7969+emnn+jXr1+Z22HCjdMQjh49ytixYzl9+rQNi0VlnnvuOdasWUNhYaFF21f3iBthuddee814ZxdbkiMuFCS37bKOyuOnchtIn7VU7lO5DaTPWtJnOZXbQPqspXKfTqezdUKlzL1IZl3avHmzyZ/Luz2jh4dHlUcK1AUVx6+UCm0NGzYkLi6u3GXl9f31iJsNGzZU64ibmqTC+FWmpvsOHDhQo/uzlNqjLoQQQgghhBAKS0pKUnqS7O/gr0fc9O/fX464qYa/w2dUJi4UFB8fb+uEm5rK46dyG0iftVTuU7kNpM9a0mc5ldtA+qylcp+l1zOoK3++RoOKpM9yKrdBxX2bN2/mu+++4/bbb6dz584cO3aMHTt2sHPnTsLCwoD/O+Lmww8/JDg4uE77VKF6n6Vk4kJBFd0eSJhH5fFTuQ2kz1oq96ncBtJnLemznMptIH3WUr1PCCGEeW6piYvo6GhCQ0NtnSGEEEIIIYQQQtz06urosVvq4pylt55R/WJIQgghhBDi78ve3h5N07h69SrOzs44OjoaL6inyn+nVnRLRVVIn+VUbgPps1Zt92maZvwpKioiPz8fnU6Hvb19rT0n3GITF0IIIYQQQtiak5MTnp6eGAwGsrOzKS4utnVSGZqmKTOJUh7ps5zKbSB91qrLPkdHR5ycnGjUqJFMXAg1Xbx4scp1PD098fX1rYMaIYQQQoibi5OTE3q9Hvi/Q61VumBnTk6OsU9F0mc5ldtA+qxVF32lEyN1OYEjExeiegrzQWfHXXfdVeWqHp7eJJ07I5MXQgghhBCVsMWXgKrY2dkpfTi89FlO5TaQPmup3mcpmbhQUEhIiK0TKlZSAJoBQueAayUTEvnpZMe8xLVr1+p84kLl8VO5DaTPWir3qdwG0mct6bOcym0gfdZSuc/R0dHWCZWSPuuo3KdyG0iftVTvs5ROU+mYtDqi0+mUOhRPBUlJSbRo0QIGR4F7/TLL/fMz2Lv/Ffq1H8Hlg6sqXM8oNw12zebcuXMEBgbWXrgQQgghhI0VFBRw5coVAgIC/pa/6RRCiJpi6Xdx+ZtVCCGEEEIIIYQQypJTRRQUHx9PmzZtbJ1x01J5/FRuA+mzlsp9KreB9FlL+iynchtIn7VU7svNzaW4uJjCwkKKi4sxGAy2TjJxq9/y0Voq96ncBtJnrbro0+l06HQ6HBwccHZ2xs3NDQeH2p1akIkLBSUkJCj7f7I3A5XHT+U2kD5rqdynchtIn7Wkz3Iqt4H0WUvVvuLiYtLS0nB0dMTZ2Rl3d3fjFwFVyC0fraNyn8ptIH3Wqos+TdMwGAwUFRWRnZ3NtWvX8Pf3r9UJE5m4EEIIIYQQog4VFRWhaRp+fn7KfgGS3ypbR+U+ldtA+qxV130lJSVcvHiR4uJinJycau151B1xIYQQQggh/qZUO8JCCJVcvXqVP/74o0b3mZOTw5UrVyguLq7R/d7q6urvMZm4EEIIIYQQQgihjG7dutGnT58a3eeKFSvw8/Pj6NGjNbpfUTdk4kIIIYQQQgghhLhJubi4GI/ievXVV22dUytk4kIIIYQQQgghhDKSkpI4ceJEje4zMjISTdPo2rVrje5XBcuXL+exxx6zdUatuqknLlJSUujZsyd9+vShV69eNf7htpWQkBBbJ9zUVB4/ldtA+qylcp/KbSB91pI+y6ncBtJnLdX7hLjVREZG0r17d4KDg+nXrx9jx46lXr16fP311wDMmjULe3t7dDod7du3N9n2/PnzDBw4EL1ej4+PD3fffTcFBQUAZGZmMnz4cLy9vfH09OTOO+/k8uXLAJw4ccJ4NIJOp+PIkSPGfUZHR6PT6Zg1axZ+fn4EBgaaLF+6dCn169ene/fujBo1Cp1OR1JSUpWvc+/evXTq1AkXFxf8/PyYOXOmcVlUVBRBQUG4uLgQEBDAggULAIiJicHFxYURI0bQokULnnvuOXx8fFi0aBEAoaGh6PV65s2bh16v56677jK+xhkzZjBy5MgKe1auXElQUBDe3t4MHTrUuB3Am2++SfPmzXFxcaF169Zs2LDBZNu0tDTi4+PJysqq8nXXppt64qJ+/frExsayf/9+lixZwvLly22dVCNUvG3XzUTl8VO5DaTPWir3qdwG0mct6bOcym0gfdZSuU/1C3OqfNcEkD5r2Lrt559/pnPnzuzbt4/09HRcXFz44IMPALj33nuJiorCx8enzHbz5s1j7969TJ06lalTp5KZmUlRURFw4/oVn332GSNHjmTGjBk4OTmRkZEBgJ+fH1FRUQwYMKDCpu3btzNy5EjOnz/PsmXLADh48CDz58/H39+fO+64g48//hgwb/zGjx9Pamoqc+fO5cEHH+Ts2bPGZV9//TWdO3dmzpw5BAQEsGTJEnbv3g1AQUEBdnZ2XLhwgR07dtCuXTv++9//GrfNy8sjNjaW8PBwYmNjmTNnTpnn/uvfLRs2bOCZZ56hXbt2TJs2jf379/PQQw8BkJiYyPTp02nYsCELFizgzjvvJDEx0WT7VatW0bZtW7Zu3Vrl665NN/XtUO3t7Y3/nJmZSadOnWxYI4QQQgghhBCiMv7+/ixfvpwtW7Ywc+ZMoqOjSUlJAaBPnz706dOHVatWldlO0zQcHR3p0qULQ4YMMU4wlC4D6NixIw8++CCLFy82LqtXrx6zZs0iJyeHb775ptymmTNn8uijj7Jp0ybOnTsHwJdffgnAO++8Q8+ePTl58iR79+416zVqmoanpye9e/emZ8+eJrcJ3bJlC3q9ntTUVNq3b8+IESP49ddf6datG3DjtI+DBw8yfPhwAgMDmTp1qsl+N23ahJ+fHz/88AN79uypsiU6OhpPT09WrlyJg4MD6enpvP3221y8eNE4bv7+/tx33320b99e2UlVm08Frlq1iq5du+Ls7MywYcNMlhUVFTFt2jR8fX3x9fXlySefLHP7mpMnT9KzZ0+efPLJGr/yrK3Ex8fbOuGmpvL4qdwG0mctlftUbgPps5b0WU7lNpA+a6ncV/qFQVUGg8HWCZWSPsvZus3Ozs541IK9vT329vbGIyeg4r7ly5czaNAgHn74YerVq8eIESPIzc0FbpxiMmHCBObOnUujRo3o378/V65cMbupXr16wI2LXJa2lE6mtGjRAoCgoKBK+/5s48aN+Pr60r9/f+rVq8fChQsBKC4uZsaMGbi5udG0aVNGjBgB3DiSolTp+JQ3Nk5OTvj5+QEQGBhIWlpamef+698tFy9e5Nq1a7Ru3ZoWLVrw9ttvA5CcnEzr1q1ZvXo1p06domPHjgQEBLBt2zaT7UuvDRIREVHl665NNp+48Pf3Z/78+UyePLnMsiVLlhAbG0tcXBxxcXF8//33JjNrAO3atePHH39k586dPPnkk3WVXasSEhJsnXBTU3n8VG4D6bOWyn0qt4H0WUv6LKdyG0iftVTvE0LcYM5EXtOmTdm6dSuZmZm8/vrrfPrpp6xfvx4Ab29voqOjSU9PZ+vWrezdu5fXX3/dqqb69esDGI/AOHPmjNnb9u7dmwMHDpCWlsb999/P4sWLiY+P55tvvuGDDz6gf//+bNy40Xj9CnMnMgsLC43Xpzh//ryxETAe1ZGfn2+yTZMmTfDx8WHr1q0mP8HBwWiaxtSpUzl9+jRnz57F19e3zEU+VbnGhc1PFXnggQcAOHr0KBcvXjRZtnbtWlauXGmcVZo3bx6zZs3ihRdeAG6cA+Ts7Azc+LC6ubnVYbkQQgghhBBCiJqyYsUKNE3j2rVrFBQUsGLFCry8vJg8eTJTp04lOzubtm3bcvToUeD/ruewZMkSfvnlFzp37syFCxdMln311VecOHGCH3/8EYAPP/yQmJiYSi9mCTBo0CCWLVvG1KlT6d27t9mniQD06NGD22+/nSZNmnDy5Eljj6OjIwBZWVkkJiayZcuWaozODaNHj6Zly5acPn2a8ePHGx9v0aIFOp2OtWvX4ujoSOPGjZk4cSJjx47l22+/JTo6mu7du5OamsqePXs4ceIEiYmJhIeHM2DAANzd3UlNTS1zqsiqVatYtGgR77//vk2PurD5xEVFMjIyuHjxIp07dzY+1rlzZ5KTk8nKysLLy4uff/6Z559/Hjs7OzRN47XXXit3X5GRkcbZrFKff/55ueuGhIQYL+QUHx9f4Ux9ba5nq77asHv3bho1alQjfaqPn6wn66m8Xinpkz7pq5j0SZ+l6zk7OxMUFERubq7xy0npL9cKCgpMDvWGG781hRuHnJceMl/V4ee2WE/6/r59pY/X9fP+9cgCg8FgfMxgMDB79myT5bNnz6Z58+ZMmjSJLl26sHLlSj777DNcXFwYPXo0Y8eOxWAw0KlTJz799FO+/vpr7O3tGTRoEDNmzMBgMPDRRx8ZL/4J8MYbbwDQpUsXY6fBYCjTfNddd7Fw4UJWrVrFDz/8wH333cf27duxs7Orcvxuv/12tm/fTmpqKvXr12fp0qWEhITQqlUrnnjiCTZs2EBSUhJPPPEEJ06cQNO0Mvv482Ol/+vu7k6PHj1YtWoVd911F0uWLDEua9SoEYsWLeL1119n7ty5hISEMHHiRCZMmEBGRgbvvPMOX331FfXq1WPAgAEYDAa8vLzw8/Nj7dq1ZGdnExQUxPLly01a/vz+/Pl9++t7mJeXR2FhYZV//1lKpylygl1kZCRHjx41nlNz4cIFmjVrxtWrV42HwFy9epWGDRty4cIFmjZtavFz6XQ6pc8r/Pzzzxk6dGidPmdSUtKN87cGR4F7/TLL/fMz2Lv/Ffq1H8Hlg6sqXM8oNw12zebcuXMEBgbWXng5bDF+5lK5DaTPWir3qdwG0mct6bOcym0gfdaqq76CggKuXLlCQECAWXccyM/PJzU1lebNm9d6m6X+/KVbRdJnOZXbQK2+kpIS4w0hhg8fzmeffUZOTg7u7u513hIaGsqRI0fIycmpdL26Hj+DwcCFCxfw8/MzuQhpRSz9Lq7sERd6vR64cRhN6cRF6Xk1Hh4eNusSQgghhBBCCPH3161bN8LCwigoKGDHjh1069YNV1dXW2fdkpSduPDx8aFp06YcPXrUeAXXo0ePEhAQgJeXl0X7jI6OJjo6ugYrhRBCCCGEEEL8HXl5ebFy5UoAevbsyVtvvWXjoluXzScuiouLjT8Gg4Hr169jZ2eHk5MTEydOZOnSpdx5550ALFu2jEceecTi54qIiCAiIkLZe9OW+vP5wKL6VB4/ldtA+qylcp/KbSB91pI+y6ncBtJnLdX7hBBq27dvX5nHbHU72ZiYGJs8rypsPnGxZMkSkwtnurq60qdPH2JiYliwYAF//PEHbdu2BWDMmDHMnTvXVql1pjYvlnkrUHn8VG4D6bOWyn0qt4H0WUv6LKdyG0iftVTuU/0XaapcY6Ai0mc5ldtA+qylep+lbP6qIiMj0TTN5Kd0NsnR0ZG33nqLjIwMMjIyWLVqFQ4ONp9rEUIIIYQQQgghRB2x+cRFXYqOjiY0NNTWGVWKj4+3dcJNTeXxU7kNpM9aKvep3AbSZy3ps5zKbSB91lK5T+U73IHtDoc3l/RZTuU2kD5rqd5nqVtq4iIiIuKmODfInHuRi4qpPH4qt4H0WUvlPpXbQPqsJX2WU7kNpM9aqvcJcTMYPHgwGzZssHVGrfjxxx/p27cv7u7uZX7BnZCQwKBBg/D29iYwMNCi/T/77LO88847Zq8fExNDSEgI7u7u3H///WRnZ1e5TVFREePGjaNx48b4+PgQFhZGcnKycfnTTz9NQEAAnp6e9O7dm+PHjwM3bss8bNgwGjdubHLphj9bvXo1zz//vNn9temWmrgQQgghhBBCCGG+Xbt2MWbMGFtn1AoXFxemTJnCvHnzyixzcHBg1KhRvPbaaxbtOyUlhU2bNjFx4kSz1s/LyyM8PJwFCxaQkpJCSUlJuV1/VVJSQkhICD///DNXr16lTZs2REREGJfXq1eP/fv3k5mZyfDhwxk2bBgA69evp3v37pw/f57Dhw+TmJhYZt+TJk3iww8/5OrVq+a96FokExdCCCGEEEIIIUysWbMGvV6Pvb090dHRJsv4wuVlAAAgAElEQVQiIiKYMmUKPXv2xNPTk8mTJ5fZfvz48YwfP76Oai3TpUsXRo8ejb+/f5llQUFBRERE0LJlS4v2vW7dOsLCwnB2djZr/X379uHt7c3YsWPR6/U8++yzbNq0qcrtXFxcmD9/Pv7+/jg4OBAREcGRI0eMy+fPn0/Lli2xs7Nj0qRJnD17lvT0dDRNM17Is/RakwBpaWnGbZ2dnRk8eDDr16+vzkuvFbfUxMXNco0LIYQQQgghhLClSZMmkZOTw1133VXu8q+//prNmzdz4sQJNm3axM8//2yyPDk52eSUhVvNrl276NOnj9nrJyQk0K5dO/bv38/YsWNp164dV69eJSMjo1rPe/jwYTp16lThsqZNm+Lr68u4ceP48ccfadasGd27d8dgMPD444/zwgsvmFwnIzQ0lC+//LJaDbXhlrpFR0REBBEREcrffkoIIYQQQgghVDZ06FACAgIA6NChA6dPn6ZLly7G5TfDtQVr0/HjxwkODjZ7/dzcXDw8PEhNTSUuLg5PT08AcnJy8PHxMWsfKSkpREZGlnuERF5eHk899RTLli0DwM3Nje3bt3Po0CHefvtt1q5dazxy48/atm3LsWPHzH4dteWWOuJCCCGEEEIIIYT1fH19jf/s5OTE9evXbVijnqysLDw8PMxe393dnZycHMLDw/nll1+MF+bU6/VmbZ+Xl8d9993HzJkzy5xlUFJSwujRo7n77rsZN24cAJmZmYwePZq9e/eycuVKUlJS6NKlC5GRkSbbenh4kJmZafbrqC0ycaGgkJAQWyfc1FQeP5XbQPqspXKfym0gfdaSPsup3AbSZy3V+4QQf1/e3t5m3RWkVHBwMCdPnjT++eTJkzRo0MCsoy2Ki4sJDw+nV69ePPXUU2WWP/744zg5OfHqq68aH/Py8uL9999nzpw5HD58GFdXV86fP8+RI0c4c+aMcb3s7Gy8vb3Nfh21RSYuFNSmTRtbJ9zUVB4/ldtA+qylcp/KbSB91pI+y6ncBtJnLZX7VD91ufSifaqSPsvVVduYMWMsuhtJXY6dwWDg+vXrFBUVGf+5uLgYuHHByuvXr1NYWGj856KiIrP7OnToUK1bMvfr14+MjAw2btxIbm4uUVFRjBw50mSdQ4cO0apVKw4dOmTy+COPPIK3tzcrVqwo0/fCCy9w+vRpPvzwQ5NlOp0OFxcX4MYRGY6Ojtjb22Nvb09RUZFxvVOnTtGxY0ezX0dtUfffqFogF+cUQgghhBBCiKp16tQJvV7P999/z2OPPYZerzdeH8Ecly5d4tKlS7VYaL3vvvsOV1dXpkyZwvfff4+rqytLliwB4Pz587i6uvKvf/2L5ORkXF1dy717SkUGDx7M/v37zV7fzc2NLVu2EBkZSYMGDQBYunSpyTr5+fmcOXOG/Px842Pnz59n3bp1bN26FQ8PD/R6PXq93nhh1BdffJGDBw9Sr14947Lvv//eZL8DBw7k999/p0GDBgQHB5tM+sbExDBkyBCzX0dt0Wml9z25heh0OlR+2fHx8XX+G4KkpCRatGgBg6PAvX6Z5f75Gezd/wr92o/g8sFVFa5nlJsGu2Zz7tw5AgMDay+8HLYYP3Op3AbSZy2V+1RuA+mzlvRZTuU2kD5r1VVfQUEBV65cISAgwKzfxubn55Oamkrz5s1rvc1SBoNB6aMGpM9yKrfB36cvNTWVrl278ttvv5l9S9SaUJPjV1BQQFBQEL/88otxMqW857tw4QJ+fn44OTlVuU9Lv4ur+4m4hVXnkCJRlsrjp3IbSJ+1VO5TuQ2kz1rSZzmV20D6rKV6nxDi76thw4aMHj2atWvX2jrFYmvWrGHMmDEVTlrUpVvqdqhCCCGEEEIIIURdePnll22dYJXHH3/c1glGcsSFEEIIIYQQQgghlHVLTVzIxTmFEEIIIYQQQoibyy01cREREUFMTIytM4QQQgghhBDiphYTE1PnF+GvaT/++CN9+/bF3d29zC+4IyMjcXR0NN6JIygoqNr7f/bZZ3nnnXfMXj8mJoaQkBDc3d25//77yc7ONmu7AQMG0KBBA3x8fBgwYIDJ9X2ysrIYNmwY7u7uhISE8N133wE3LhI8bNgwGjduzKJFi8rd7+rVq3n++efN7q9Nt9TEhRBCCCGEEEIIAeDi4sKUKVOYN29eucvHjBlDTk4OOTk5nDlzplr7TklJYdOmTUycONGs9fPy8ggPD2fBggWkpKRQUlJSYddfvfzyy1y6dIn09HTCw8MZO3ascdmcOXMwGAykpKSwYMECwsPDyc/PZ/369XTv3p3z589z+PBhEhMTy+x30qRJfPjhh1y9etW8F12LZOJCQSEhIbZOuKmpPH4qt4H0WUvlPpXbQPqsJX2WU7kNpM9aqvcJYWtxcXH06NEDLy8vevToQVxcnHFZaGgo0dHRxj8HBgYaj1739vZm8ODBJCcnG49I2Llzp8m+x48fz/jx4+viZVisS5cujB49Gn9//xrf97p16wgLCzP7Vqj79u3D29ubsWPHotfrefbZZ9m0aZNZ23bp0gUnJycMBgMlJSWcOnXKuGzLli0899xz6PV6xo4di6enJ/v27UPTNONtUzVNM96iNC0tzbits7MzgwcPZv369ea+7FojExcKUvl+6DcDlcdP5TaQPmup3KdyG0iftaTPciq3gfRZS+U+nU5n64RKlX6hUZX0We7PX1ZHjRrFiBEjSEtL44EHHmDUqFHGL7CVyczMZNeuXTRr1sx4REJYWJjJOsnJySQnJ1vcp4Jt27bh6+vLbbfdxpdffgmY37dr1y769Olj9nMlJCTQrl079u/fz9ixY2nXrh1Xr14lIyPDrO3DwsJwcXFh2rRpPPbYYwCkp6eTlpZGSEgIAwYM4LfffqNt27YkJCQwbtw4fvzxR5o1a0b37t0xGAw8/vjjvPDCCxgMBuN+Q0NDja/dltT5VAghhBBCCCGEqBNnz54lMTGRp556CkdHR6ZPn85vv/1GUlJSjew/Jibmpr6+4IMPPkhCQgIpKSk8//zzhIeHl3s6RUWOHz9OcHCw2evn5ubi4eFBamoqcXFxeHp6ApCTk2PW9jt37uTatWu88847DBkyxLhPuHFKTFxcHBkZGXh6epKTk4Obmxvbt29n+/btnDt3jrVr1zJ//nxWr15tMjnTtm1bjh07ZvbrqC0ycaGg+Ph4Wyfc1FQeP5XbQPqspXKfym0gfdaSPsup3AbSZy2V+8z5rbYt/fk3riqSPsuVtqWmpuLr64ujoyMATk5O+Pr6kpKSYss8ZcauXbt2NGrUCEdHR0aOHEnv3r3ZvXu32X1ZWVl4eHiY/Xzu7u7k5OQQHh7OL7/8Yrwwp16vN3sfrq6uTJo0iTFjxpCeno67uzsAxcXFXL58me7du5OdnY1eryczM5PRo0ezd+9eVq5cSUpKCl26dCEyMtJknx4eHmRmZprdUFtuqYmLm+V2qH++CqyoPpXHT+U2kD5rqdynchtIn7Wkz3Iqt4H0WUv1PiFsqWHDhqSnp1NUVARAUVER6enpNGzYELjxW/ri4mLj+teuXTPZXqVTOuqCvb19tdb39vY2+64gAMHBwZw8edL455MnTxrvFFJdOTk5nD17Fl9fX+rXr19mvyEhIXh5efH+++8zZ84cDh8+jKurK+fPn+fIkSMmFyLNzs7G29u72g017Zb6tMntUIUQQgghhBACWrZsScuWLXnzzTcpKiri9ddfJygoiBYtWgDQqlUr/t//+38A7N27t8y1Fho3bkxKSkqFd5wYM2YMY8aMqd0XYSWDwcD169cpKioy/nPpZM22bdvIysrCYDDwxRdfsH//fgYMGGD2vjt06FCtydN+/fqRkZHBxo0byc3NJSoqipEjR5qsc+jQIVq1asWhQ4eMj506dYqPP/6Y3NxcCgoKePHFF3F0dDRe4yc8PJxXXnmF3NxcNm7cyLVr1+jbty86nQ4XFxcASkpKcHR0xN7eHnt7e+NkVun+O3bsaPbrqC231MSFEEIIIYQQQogbF4jdtGkTW7ZsoX79+nz66ads2rTJeOHYp59+mgMHDtCjRw/27NlDs2bNTLYPDg7m4Ycfpn379jRt2pSvv/7aZPmlS5e4dOlSnb0eS3z33Xe4uroyZcoUvv/+e1xdXVmyZAkAGzZsoFmzZnh5eTF//nw+/vhjWrdubfa+Bw8ezP79+81e383NjS1bthAZGUmDBg0AWLp0qck6+fn5nDlzhvz8fONjdnZ2vPHGGzRt2pQGDRrwzTffsGPHDuMpJi+99BIADRo0IDIyki1btuDq6mqy34EDB/L777/ToEEDgoODTS5sHBMTY7xmhi052DpACCGEEEIIIUTd69ChAwcPHix3WVBQEMePHzf+edmyZWXWeeutt3jrrbfK3f5mONI9NDS0wuvNbNmyxap9T5gwga5du1JQUGD2LVFDQ0M5ffp0pcv/2hsSEsIPP/xg/LPBYDA5jcfLy4tt27ZV+rz29vblvt6CggJ27dpV7ntf1+SICyGEEEIIIYQQogY1bNiQ0aNHs3btWlunWGzNmjWMGTPGeASILckRF0IIIYQQQgghRA17+eWXbZ1glccff9zWCUZyxIWCQkJCbJ1wU1N5/FRuA+mzlsp9KreB9FlL+iynchtIn7VU7xNCCGEembhQ0J8vhiKqT+XxU7kNpM9aKvep3AbSZy3ps5zKbSB91lK5r/QCiKpS/VaX0mc5ldtA+qylep+l/p6vSgghhBBCCCGEEH8Lt9TERXR0NKGhobbOqFJ8fLytE25qKo+fym0gfdZSuU/lNpA+a0mf5VRuA+mzlqp9Op0Og8FAXl4eBoPB1jnlUrWrlPRZTuU2kD5r1WVfSUkJeXl5QO0fRXZLXZwzIiKCiIgI5Q/NS0hIUPrQRtWpPH4qt4H0WUvlPpXbQPqsJX2WU7kNpM9aqvY5Ozvj7OzM1atXgRu3ItTpdEr9N6qmaUr1/JX0WU7lNpA+a9VFn6ZpaJpGSUkJOp0ODw8PHBxqd2rhlpq4EEIIIYQQwtZK/0Pfzc2NoqIiioqKjF8EVFFQUICzs7OtMyokfZZTuQ2kz1p10afT6bCzs8PBwQEnJ6c6mciRiQshhBBCCCFswM7Oznj0hWpycnLQ6/W2zqiQ9FlO5TaQPmup3mepW+oaF0IIIYQQQgghhLi5yMSFEEIIIYQQQgghlCUTF0IIIYQQQgghhFCWXONCQSEhIbZOuKmpPH4qt4H0WUvlPpXbQPqsJX2WU7kNpM9aKvc5ODhQUFBAQUEBxcXFyl2cs6SkhOvXr9s6o0LSZzmV20D6rFUXfaV3QXJ0dMTJyalOLtApExcKUvG2XZa6ePFilet4enri6+tbY8+p8vip3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdpnMBjIyMigsLAQBwcHHB0dsbO7cSC0KrdZrO1bG1pL+iynchtIn7Vqu0/TNAwGA5qmkZ+fT3FxMc7OzjRq1KhW//5Se9TFzaswD3R23HXXXVWu6uHpTdK5MzU6eSGEEEIIoaqCggIKCwtp2rQp9vb2ts4RQgiLFRYW8vvvv1NUVISTk1OtPY9c40JB8fHxtk6wXvF10AwQOgcGR1X8EzqH7GuZXLt2rcaeWuXxU7kNpM9aKvep3AbSZy3ps5zKbSB91lK9T+VJC4PBYOuESkmf5VRuA+kDSE9PJzU11aJt63r86uoIFJm4UFBCQoKtE2qOqy+416/4x7Xmj7JQefxUbgPps5bKfSq3gfRZS/osp3IbSJ+1VO8TQojyPPDAA7Rs2dLWGUqRiQshhBBCCCGEuAW5uLgYL7S4YsUKW+dUacWKFeh0OmJiYqq13ZEjR9DpdERGRtZKV1355JNP0Ol0REdHl1lW+hoXLVpk8f7DwsKUuc7OX91SExfR0dGEhobaOkMIIYQQQgghbG758uU89thjts4QfxETE0NOTo6tM5RyS01cREREVHt2TgghhBBCCCHqwt69e+nUqRMuLi74+fkxc+ZM47KoqCiCgoJwcXEhICCABQsWADe+5Lq4uDBixAhatGjBc889h4+Pj/E376Ghoej1eubNm4der6dPnz5cvnwZgBkzZjBy5MgKe1auXElQUBDe3t4MHTrUuB3Am2++SfPmzXFxcaF169Zs2LDBrNeo0+kYOHAgd999N56eniZHCKSkpDB8+HC8vb0JDg5m3bp1ACQlJaHT6Zg9ezYAffv2NfsIisDAQLp16wbAokWL0Ol0Jr/MLh2fJUuW4O3tjY+PD0eOHCEzM5P77ruP+vXr4+7uzu233278LlnaM2bMGG677TZ8fHx47733jPus6H2Mjo6mZcuW9OzZk06dOvHkk0/i4+PDmjVrAFi1apXxCBi9Xl9m3MLDwwGYOHEiOp2OiIiIMq9x8eLFZV5jRe9jUVERkydPxsvLi3vuuafc26impaURHx9PVlZWlWNdm26piQshhBBCCCGEUNX48eNJTU1l7ty5PPjgg5w9e9a47Ouvv6Zz587MmTOHgIAAlixZwu7du4Ebd6qxs7PjwoUL7Nixg3bt2vHf//7XuG1eXh6xsbGEh4cTGxvLnDlzqmzZsGEDzzzzDO3atWPatGns37+fhx56CIDExESmT59Ow4YNWbBgAXfeeSeJiYlmv859+/bRqVMnvL29efHFF8nIyADgoYce4osvvuCRRx7Bx8eHiIgIYmNj8fX1JSoqirCwMAAee+wxoqKiGDhwYJXPNW/ePKZPnw7AgAEDiIqKYurUqSbr5OXlsWbNGp544gkeeOABCgoKyMzM5PDhw4wcOZKZM2dy5swZxowZY7Ld559/zuDBg9E0jeeee874eGXv47lz5wgMDOTYsWP8/PPP+Pn5sXbtWgB69epFVFRUude3iIqKYvz48QCMHDmSqKgoRo0aVeY13n333SavsbL38cMPP+S9996jc+fONGzYkL1795Z53lWrVtG2bVu2bt1a5VjXJrkdqhBCCCGEEEIoQNM0PD096d27Nz179jS5veSWLVvQ6/WkpqbSvn17RowYwa+//mr8Tfvy5cs5ePAgw4cPJzAw0OTLuaZpbNq0CT8/P3744Qf27NlTZUt0dDSenp6sXLkSBwcH0tPTefvtt7l48SKapgHg7+/PfffdR/v27at1bYSuXbvy6quv4ujoyMsvv0xycjJ5eXns3buXiRMnsmLFCi5cuECzZs1Yt24d7777LrNmzQJg586djBw50uxLAEyePJkjR47wxhtv0LNnT+N+/kzTNL755htatWplfKygoIAzZ85QUlJCeno6v/32G5s2beLq1avGde69916WLVvG2bNn2bx5M1lZWXh5eVX6PgKsW7eOjz76iIcffpikpCQ2b94MQOfOnencuTM7d+4kJSXFZJtZs2bxySef8MEHHzBo0CDj0RZVvcbK3sfSz0HpZ+PHH3/k9OnTZo1rXZMjLhQUEhJi64Sbmsrjp3IbSJ+1VO5TuQ2kz1rSZzmV20D6rKV6nxB/tXHjRnx9fenfvz/16tVj4cKFABQXFzNjxgzc3Nxo2rQpI0aMAG4cKVDKzs4OOzs77O3tsbe3p6ioyLjMyckJPz8/AJo3b05aWlqVLRcvXuTatWu0bt2aFi1a8PbbbwOQnJxM69atWb16NadOnaJjx44EBASwbds2s19nvXr1gBsXB4UbpyxcvHgRgKCgIAACAgJwdHTk0qVLZu/XUq6uriaTFgCnT5+me/fueHp6EhgYyKZNmwDTMS/vdUDF72MpR0dHgHLfq5pW2fuYlpZW5rPxV5GRkWiaZjJRYgsycaGgNm3a2Drhpqby+KncBtJnLZX7VG4D6bOW9FlO5TaQPmup3KfqlftL2dmp/TXh79rXu3dvDhw4QFpaGvfffz+LFy8mPj6eb775hg8++ID+/fuzceNG43UhSo98qEphYaHxugbJycnUr1/fuKz0aID8/HyTbZo0aYKPjw9bt241+QkODkbTNKZOncrp06c5e/Ysvr6+Vl/ks0mTJsCNUykALly4QFFREf7+/sZ1SsfVYDBUa99VbVfe+7VkyRLi4uJ48cUX+eSTT4xHeJjz725F72NFzH0fK3sdpcv+uq/K3sf69eubfDbOnz9fZr+qXONCThURQgghhBBCCAX06NGD22+/nSZNmnDy5Engxhfl0t/QZ2VlkZiYyJYtW6q979GjR9OyZUtOnz5tvFYCQIsWLdDpdKxZswYHBwcaN27MxIkTGTt2LN9++y3R0dF0796d1NRU9uzZw4kTJ0hMTCQ8PJwBAwbg7u5Oamqq1ZNxTZs2JTQ0lPXr1+Pj40NsbCwA48aNM65TOomxatUqkpOTjadWVKX0iILPPvuMwMBA/P39GTRoUKXblI755cuXycrK4tChQ2a/lorex6q8++67ZGVlGSdtSm9RW3rqR+nrX7duHTqdjtatW9OrV69KX2Nl72O/fv3YuHGj8bPx22+/lWlatWoVixYt4v3337fpURdqT1XeoiqbjRNVU3n8VG4D6bOWyn0qt4H0WUv6LKdyG0iftVTuM/c3rLZS3d9o17W/a1/Xrl3Zvn07ixYt4vfff2fp0qWEhITQv39/pk2bRnx8PKtXrzZelNFc7u7u9OzZky1btnDXXXexbNky4zI/Pz8WL15MdnY2c+fO5eWXXwZgwoQJrFy5klOnTrF48WK2bNlivJ6Gj48P/v7+rF27lmXLluHr68u7775r0Wv+s40bNzJo0CD++9//kpaWxpo1a+jTp49x+X333cc999zDnj17mDhxotmnp/j5+fH888+TmprKI488wvLly6vcJjIykh49evD+++9z5MgR7r//fsC897ai97EqS5cuZfbs2Zw9e5bCwkJmz55tvJMKwB133MH48eM5duwYDz/8sMmdTCp6jZW9j+PGjWPChAn8/PPP/P777/Tt27fKRlvRaar/rVkLdDqd0v9n8fnnnzN06NA6fc6kpCRatGgBg6PAvX6Z5f75Gezd/wr92o/g8sFVFa5ndPU07H+p6vVy02DXbOPVdWuCLcbPXCq3gfRZS+U+ldtA+qwlfZZTuQ2kz1p11VdQUMCVK1cICAgw6xSB/Px8UlNTyz2fXBUGg0Hp0zGkz3yhoaEcOXKEnJwcQK228kifdeq6z2AwcOHCBfz8/MpchLQ8ln4XV3fEhRBCCCGEEEIIccur9sRF27ZtWb58ORcuXKiNHiGEEEIIIYQQQgijak9cLF68mMOHD9OmTRv69evH+++/bzzsSAghhBBCCCGEOmJiYuT7mrjpVXviIjw8nE8//ZTff/+d8ePHs3nzZpo0acKDDz7I9u3bKSkpqY1OIYQQQgghhBBC3IIsvsaFp6cnYWFhhIWF0aRJE/bs2cPs2bMJCAjgiy++qMlGIYQQQgghhBBC3KKqPXGRl5fHxo0bGTJkCM2bN2f37t0sWrSIK1eukJCQwOrVq5k2bVpttJZx4MABevToQZ8+fbjnnnvIzMysk+etbebcKkdUTOXxU7kNpM9aKvep3AbSZy3ps5zKbSB91lK9TwghhHmqPXHRsGFDXn31VQYOHEhSUhLbt28nPDzceOuTYcOG4enpWeOh5WnevDnffvst+/fv59577+Wtt96qk+etbW3atLF1wk1N5fFTuQ2kz1oq96ncBtJnLemznMptIH3WUrlPp9PZOqFSKt/uEaSvuiIjI4mIiACq1xYTE0NgYGC1nmvmzJno9Xrs7OyIiYmp1rag3tgVFRXRtm1bQkNDger1rV69mueff97s9Y8fP06XLl1wc3Ojb9++XLp0qVqtiYmJuLm5ERkZaXysqKiISZMm4eHhQbNmzfjkk08A0DSNRx55hEaNGvHoo4+We4vSL7/8klGjRlWrobZU+1Nx8OBBfvrpJ2bMmEGDBg3KXefXX3+1Oswc/v7+uLm5AeDg4ICDg0OdPK8QQgghhBBCiLJeffVVcnJyaNasma1TasRrr72Gh4dHtbcrLCzkpZde4umnnzZ7m1GjRhEeHs4ff/xB27ZtmTp1arWe8+mnn+Yf//iHyWMrV67k2LFjJCcnEx0dzcSJE7l8+TLffPMN9vb2xsmRb7/9tsz+hgwZQlxcHMeOHatWR22o9sRFSEgI169fN3ns+vXrFBUVWRSwatUqunbtirOzM8OGDTNZVlRUxLRp0/D19cXX15cnn3yS4uLiMvv4448/WL16NZMmTbKoQTXx8fG2TripqTx+KreB9FlL5T6V20D6rCV9llO5DaTPWir3lffbTZUYDAZbJ1RK+sxz4MAB9Ho9y5YtY8OGDej1evR6PVlZWQBcvHiRf/3rX3h7e9OxY0e+//5747be3t4MHjyY5ORk43Y7d+4E4NChQ9xxxx14eXnRokULli1bVq3P9KpVqyo8IkqVsYMb4/Ppp58yZcoU42Pm9m3bto0OHTrQqFEjs9aPi4vj/PnzPPPMM7i6ujJ37lx27dpFdna2Wdtv3boVPz8/2rdvb/L4li1bmDFjBj4+PvTr14877riDbdu2oWlauUePpKenm7yXo0aN4r333jOroTZVe+Ji+PDhxg9sqV27dvHAAw9YFODv78/8+fOZPHlymWVLliwhNjaWuLg44uLi+P7771m2bJnJOnl5eYSHh7Nq1Srq169vUYNqEhISbJ1wU1N5/FRuA+mzlsp9KreB9FlL+iynchtIn7VU7xOitvXo0YOcnBzmzp3LmDFjyMnJ4dq1a3h5eQHw6KOP0rZtW1JTU5k3bx7Dhw8nLy8PgMzMTHbt2kWzZs3IyckhJyeHsLAw4MYvmF988UWuXr3K3r17ef311/nyyy/N7kpLS7sp/v185plnWLRokUVH9u/atYs+ffqYvX5CQgJBQUEkJSXxr3/9Cz8/P1xdXUlMTKxy2/z8fF544QVefPHFcvfbrl07Ro8eTWxsLO3atSMhIYGBAwdSUFCAv78/AMHBwcyePZtnnnnGZFXNWbIAACAASURBVLIkNDS0Wu9tban2xEVsbCxDhw41eeyee+4hNjbWooAHHniAYcOGlTvpsHbtWubPn4+fnx9+fn7MmzePNWvWGJcXFxczatQonnzySXr27GnR8wshhBBCCCHEraaoqIivvvqKWbNm4eTkxMiRI9Hr9Rw6dKjKbXv16sXAgQNxcnKiRYsWhIaGVut0gsjISOWPOvr222+5du0agwcPtmj748ePExwcbPb6ubm5eHh4kJGRwYkTJyguLsbT05OcnJwqt126dCljxowp9+iO0v2ePHmSlJQU4z51Oh1r165l//792NnZ8corrzBlyhSio6NNrlnZtm1bzpw5Y5zQspVqT1y4u7uTm5tr8lh2djbu7u41FgWQkZHBxYsX6dy5s/Gxzp07k5ycbDy06aOPPuK7777jjTfeIDQ0lKioqBptEEIIIYQQQoi/o7S0NAwGg8mX3caNG5OSklLltgkJCQwePJiGDRvi7e3Ntm3bKCwsrM3cOlVSUsL06dN59dVXLd5HVlZWta6N4e7uTk5ODv/85z+5dOkSzs7OZGdno9frK93u7NmzxtNBKtvvr7/+yvDhw437NBgMTJw4kfXr17Nw4UI8PT3p1auXyWkxgPE12PoOntU+5mXw4MFMnjyZt956i4YNG/L7778zbdo0hgwZUqNhpTNL3t7exsdK/zk7OxsvLy/GjRvHuHHjqtxXZGQkixYtMnns888/L3fdkJAQ4/lW8fHxFR7CVJvr2arPlnbv3l3uDOHNNH6ynqyn8nqlpE/6pK9i0id9lq7n7OxMUFAQubm56HQ6HB0dcXZ2BqCgoKDMteBKv+AZDAbjOeZVnTdvi/Wk7+/Tp9Pp0DTN+GeDwYCvry92dnakpKQYTxe4cuUK9evXr3D/pY9PnTqV7t2789lnn+Hs7Mzw4cNNtil97SUlJeXuq6rXUfq4rcYvOzubuLi4MteLaNy4MZcvXzarz9vbm6ysLLM/B61atSIxMZHCwkIcHBy4dOkSeXl5tGzZssx2f97f0aNHOX36NK6uribrnDp1is2bNxMcHMyJEyfo2LEjcONaGvfffz9w41ojpaejHD9+nPPnz/PUU0+xZ88e+vXrB2A8aODPR2H89b3WNI28vDwKCwur/PvPYlo1ZWZmamFhYZpOp9NcXV01Ozs7LSwsTMvIyKjurkwsXLhQGzp0qPHP6enpGqAlJiYaH/vtt980QMvMzLTquSx42XVq27Ztdf6c586d0wCNwVEaI94v8+N/z2tavL6x5v/PaZWuZ/zpM8e89QZHaYB27ty5Gnstthg/c6ncpmnSZy2V+1Ru0zTps5b0WU7lNk2TPmvVVd/169e1pKQkraSkxKz18/LytKSkpFquso65r8VWpK96/vOf/2jdu3fXiouLTdoGDRqkTZ8+XSssLNQ2bdqk1a9fX8vJyTEuT0hI0FxcXLTU1FST/XXt2lVbsWKFpmma9sMPP2h6vV5buHChyTp9+/bVlixZUm7PG2+8oQUFBZW7TLWx0zRNe//997U+ffpommZ+38SJE7WXXnqpWs/Trl077aWXXtLy8vK0J554QgsLCzNZfvHiRS0oKEj79NNPK9zH+PHjTd6Ll19+WevWrZuWkZGh7du3T/Pw8NAuXbpkss3Jkye1oUOHakVFRdoTTzyh7dq1y7gsNja2wvdK026MR1JSkvb/2bvzuKjq/Y/j70FAERcgNRdQzAVU3HI3jVGvS3W1ciszlbxmZZpLmbtiV9G0vGpat58bXtMs9SoulZaI1nXLFEEMNJQQFUQBQURl+f7+oJlAQWHODOdDvJ+PB49y5jDzmnPmywxfzpxz9+7dIj1GS38XL/ZHRapWrYpdu3bhypUrOHjwIC5fvoxdu3bl2zPCGlxdXeHu7o7Q0FDzZaGhofDw8DAfTIaIiIiIiIgebvDgwXB2dkadOnVQt25dpKamAgA+//xzREREoHr16pg3bx62bNmS7xAAjRs3xsiRI+Hj4wN3d3fs3bsXALB48WJ8/vnnqFy5MhYtWoTevXs/cJ/z58/HunXr4OzsjBkzZuS7LikpCdHR0TZ8xPp75plncPDgwWJ9z+bNm/HVV1/Bzc0NZ86cwb///e9812dmZiI6Otq8/Ypi4sSJ8PHxgYeHB4YNG4a1a9ea97AxadKkCerVq4fq1asjKSkJvXr1Ml8XEhJi9U9XWKL4h0f9Q82aNVGzZk3NAVlZWeavnJwc3LlzB3Z2dnB0dMRrr72G+fPn46mnngIABAQEYNSoURbfV2BgIAIDAzU321re3Wqp+CSvP8ltAPu0ktwnuQ1gn1bss5zkNoB9WknvIyopLi4uCA4OBpD/Iyx169bF999//9DvXblyJVauXJnvMqPRiHPnzj30+zp16lToGTH8/f3h7+9fxHr9+fn5wc/Pr1jf8/zzz+Pdd99FQkJCkU+J2rx5c5w6darQ6z09PR95UNN169blO82pg4MD1q5di7Vr1z70+5YtW4Zly5Y9cPnmzZuxcePGR5TbXrEnLnJycrB7925ERUUhIyMj33WzZ88udsC8efPyHX/CyckJvr6+CAkJwaxZs3Djxg00adIEADB06FBMnz692PdhYnrCGQwGi2+jJEg45kRpJnn9SW4D2KeV5D7JbQD7tGKf5SS3AezTSnKf9PejeX/xkYh9lpPcBvx1+hwdHTFt2jQsWbIEH374oY2r/mTN9ffNN9+gadOm5uNj6KnYExdDhgxBcHAw2rVrZz7oBmD5D9+HzbY5ODgUOMNHREREREREJNlbb72ld4Imzz77rIiPiQAWnA7122+/RVhYGL755hts377d/PXf//7XFn1lUmRkpN4JpZrk9Se5DWCfVpL7JLcB7NOKfZaT3AawTyvJfY/a3Vtvjzrrgt7YZznJbQD7tJLeZ6liT1w0bdpU/O47hQkMDITRaNQ745GKckovKpzk9Se5DWCfVpL7JLcB7NOKfZaT3AawTyvpfUREVDTFnoHo2LEjjEYj/P39sXz58nxf0vn5+SEkJETvDCIiIiIiKiFGo/GRB+h/8803ERAQkO+yQYMGoVKlSjAYDIiJibFdoHBaH39ISAg8PT2t1lOSvv76a9StWxeVK1fGqFGjkJWVVazvP3PmDDp37lzk5W/evIkXXngBzs7O8PLywqFDh4r8vdOmTYOrqytq1aqFFStW5Ltu+fLlePzxx+Hm5pbvDC+ff/45ateujR49eiAxMfGB20xMTETTpk1x9+7dInfYSrGPcXH69GnUrFnzgVO7GAwGvPPOO1YLIyIiIiIiKgn3n3YSALZs2QJA/oFUyTbi4uIwcuRI7Ny5E61bt0avXr2wfPlyTJgwoci3MXv2bLz33ntFXn7atGnIyclBQkICduzYgUGDBiEmJgZOTk4P/b6vv/4aX375JcLDw5GUlARfX1906tQJbdq0wfHjxzFnzhz8+OOPcHFxQZcuXdCmTRv07t0ba9euxblz5xAUFIRly5Zh3rx5+W63evXq6N69O1atWoWxY8cW+XHYQrH3uDhw4ECBX6bT6xAREREREZUUd3f3B45ncvfuXVSoUAFpaWkAgIiICLRo0QJVq1bNd0bDH374AZUqVYKDg0OxT8+5adMmNGnSBG5ubnj55ZeRmppapO9LT0/HmDFjUKdOHVSrVg3jxo0zX3fo0CG0aNECLi4u6N27N+Li4szXeXp6Yu7cuWjQoAEee+wxrF692nyd0WjE5MmTC3yMWVlZmD59OurWrYtatWph7ty5+Y6xcurUKTz99NNwcXGBl5cXvv32WwBA3759UalSJQBAs2bNUKlSJUyZMiXfumvdujVcXV3Rp08fXL16Nd+6Md3ftm3bHlgHx48fh7e3N44fP16kdaaHoKAgdOrUCd27d4erqyvGjx+PzZs3F/n7r1y5gkOHDuHvf/97kb9ny5YtmDJlCipVqoRXX30VVapUwYEDB4r0fa+//jrc3d3h4+ODAQMG4KuvvjJfN3DgQPj4+MDd3R2jRo0yPw6DwQCDwZDv+ZCZmZnvuTxkyBD83//9X5Efg61YdLAKpRTCwsLw3XffAcgdDNnZ2VYNs4XScowLIiIiIiIqmg4dOuCXX37Jd1l4eDgaNWqEypUrAwCCg4Nx8OBBBAcHY968ebh27RoA4G9/+xtu3bqFoUOHFus+Dx8+jHHjxmHTpk2Ij49HxYoVMXPmzCJ974QJExAbG4uwsDDExsaiS5cuAIDbt29j4MCBmD17Nq5du4bGjRvjjTfeyPe9x48fx5kzZ7B69WpMnjw534EYC3uMixYtwv79+3HixAmEh4cjKCgI27dvB5D70YTevXtjxIgRSExMxN69e1GhQgUAwK5du3Dr1i0AuRM/t27dMp/W8+LFi3jxxRexaNEiJCYmokOHDubWy5cvY/To0di6dSuioqIe2DamxxoVFYXbt28XeZ2XtKioKDRt2hRffvklJk+ejKZNmxbruDnff/892rVrB0dHxyItn5SUhOvXr8PLyws9e/bE+fPn0aRJkyLdp6l10qRJ+Prrr/O1mq77+OOPsXTpUvN1zs7OGD58OBo2bIg1a9Zg1KhRWLp0KYYMGZLvo0EdOnTAb7/9lm8STQ/FnriIiopCs2bN4Ovri4EDBwLI3TVlxIgRVo+zNh7jgoiIiIjor8U0cZGRkYHHHnsM58+fxy+//IKOHTualxk6dChcXV3Rpk0bVK9eHRcuXNB0n+vWrcPIkSPRunVrODo64p133sGOHTse+X05OTnYsGEDPv74Yzz22GOoWLEiXnrpJQDAkSNHUKVKFQwcOBCOjo6YPHky9u7dm++4Cv/4xz/g5OSE5557DikpKebJiYc9xnXr1mH27NmoUaMGqlWrhhEjRphbd+/ejQYNGuAf//gHHBwc4OnpiW7duj3ycWzatAl9+vRBz549YW9vj4kTJ2LPnj3IzMzE3r170alTJ7Rv3x5VqlQp8JSgRqMRSinRf1ROT09H5cqVcfnyZZw/fx5VqlQxT+QURXh4OBo3blys+wOAChUqICIiAsnJyUW+T1Pr+fPnceXKlXzfZ7ouJiYGFy9ezHfdmDFjEB4eDl9fX8yYMQMtW7bE1q1b0aJFC/Nt29vbo2HDhggLCyvyY7GFYh/jYvTo0ZgwYQJGjx4NV1dXALnnd508ebLV48oqLy8vvRNKNcnrT3IbwD6tJPdJbgPYpxX7LCe5DWCfVtL7yDo6duyIWbNm4fDhw/Dw8MD+/ftx8uTJfBMXbm5u5v93dHTEnTt3NN1nXFwcNm7ciFWrVgHI3SO9KAduTExMxN27dws8WOW1a9fw+OOPm/9ds2ZNZGdn4/r166hZs2a+x2H6K37ex1HYY4yLi8OQIUPMZ4bMzs427+URFxdn0YEz4+LisGvXLri4uJgvc3BwQEJCAq5du4YaNWqYL8/7mEoTZ2dn3Lp1C/PmzcN7772HU6dOmT86UxQ3b94s1mN3dnYGkPtphitXrgAA0tLSinSfptZdu3YhJycHy5YtM3+f6bpPPvkEALB9+3bzdYsWLcK5c+cwbtw4REdHY/jw4WjQoAG2bt2KatWqmW+/cuXKSElJKfJjsYVi73ERFhaG119/HcCfB6qpWrWq6N18Shtvb2+9E0o1yetPchvAPq0k90luA9inFfssJ7kNYJ9WkvukH/DR9EuuVHn72rZti/DwcOzfvx8BAQEICQl5YI8LLe4/BgCQe1yNDz74ACkpKUhJScHNmzfNfzG/vy+v6tWro3z58gWepaNGjRpISEgw/zs+Ph52dnb5foG0hLu7O4KDg82taWlp5uNYuLu7P/KMIQU9V03HSjDdZkpKCu7cuQN3d3fUqFEj354geR9TUUh57jVu3Bhnz541//vs2bPw8vIqcp+Li4v5GCtF4ebmhmrVqhV4n8VptbOzy/d9hT0OABg3bhxWr16Nli1bYsGCBQgNDcXrr7/+wBlD09LS8k1S6aHYzwpPT0/8+OOP+S47evQoGjRoYLUoW+ExLoiIiIiI/loqVqyIevXqYceOHejduzdSUlIQGxuLJk2aWOX2PT09cfjw4XyXjRgxAitXrkR4eDgA4NKlSwgKCnrkbdnZ2WHo0KGYPHkykpKSkJGRga1btwLI3XMkJSUFW7duRWZmJhYvXozevXvD3r7YO8k/0Dpr1iwkJCQgJycHYWFh+N///gcAeO655/Dbb78hMDAQWVlZuHTp0gMfra9ZsybOnDmT77KXX34ZW7ZswU8//QSlFBITE80Hg+zduzeOHj2K48ePIy0trcAzthw7dgwNGzbEsWPHND02W3r++edx+PBhhISEICUlBcuWLTN/rKcomjdvXqxjYgC5p+BdtGgR0tPTsWnTJqSmpj7w0R2j0ZjvIKkAMHjwYKxatQqXL19GREQEtm3bhsGDB5tvc+vWrYiIiMDly5exevVq8+PIe7YSpRTKlSsHR0dH3Lt3z3x5VlYWfvvtt3wfH9FDsScu5s6di2effRajR4/G3bt3MWvWLAwYMKDYR+HVQ2k5xsX9R0Wm4pG8/iS3AezTSnKf5DaAfVqxz3KS2wD2aSW57/6/4EuT96CPEt3f16FDB3h7e6NcuXJ48skn0apVqyL9Zdx05oyNGzciICAAlSpVwptvvplvmX/96194//33UalSJfPZFbp06YKAgAC8/PLLqFy5Mrp164bo6OhC+/JaunQpateujWbNmqFOnTrmszM6Oztj69atmDt3LqpXr47IyMgCf+kvrilTpqBNmzbo0KEDXFxcMHLkSPMxDlxcXPDdd99hzZo1eOyxx+Dr65tvzxEACAgIwJtvvok6deqYf+dr0KABvvjiC0yYMAFVq1bFk08+aT4IZ506dfD5559j4MCBaNy4MXx9fR9oysjIQHR0NDIyMh64Tspzz8PDA2vXrsWwYcPg4eGBFi1aYPz48UXu69mzJ06cOJFvEuBRFixYACB3zxx/f39s2bLlgVOhxsTEPLAXy+DBg/HSSy/Bx8cH3bp1wwcffIC2bdsCyB0bc+bMQbdu3eDj44MhQ4ZgwIABD9z3xIkT0bhxYyxatAjjx483X26aZHJ3dy/y47AFg7Lgp+aJEyewZs0axMbGwsPDAyNHjkT79u1t0WcTBe3uJUlQUBCef/75Er3PmJgY1K9fH3hmMeD84O5otTOSEXxwEbr7DMSVoysKXc4s8RxwcMGjl0u/Dnw7GRcvXrTo83UF0WP9FZXkNoB9Wknuk9wGsE8r9llOchvAPq1Kqu/u3buIj4+Hh4dHkX5ZzsjIwLVr11CvXj2bt1kqJydHzC77BWGf5SS3AX+tvgEDBmDo0KHo37+/jav+ZO319/bbb6NJkyYYO3Zsofd36dIl1KpVq0hnULH0d3GL9jtq27ateQaHiIiIiIiIiPKbO3cu3njjjRKduLCm69ev48CBA1iyZIneKcWfuPjggw8KvW727NmaYsg2kpKSkJqa+tBl9D4vLxERERER0V+Jj4+P+XgipdH9BwvVU7EnLk6dOpXv36mpqTh69Ciefvppq0WR9SQlJcGzfgOkpep7+hoiIiIiIiIiSxR74mL79u0PXBYTE4OAgACrBNlSYGAgAgMD9c4oUampqbmTFsZpgJNb4QsmXQCOfVZyYURERERERERFoO3cOn/w9PTEyZMnrXFTNuXn5wc/Pz/x5822CSe3hx8k83ZSybUQERERlWGmg9OlpaWhQoUKsLe3L5vvT4mo1FJKITMz03xmGFv/DCv2xMXy5cvz/TsrKwtHjhwRfeTX0sbLy0vvhFJN8vqT3AawTyvJfZLbAPZpxT7LSW4D2KeV1L7y5cvD2dkZKSkp5lMrGgwGTl4QUamglDKfGaRcuXJwcXGBvb1V9okolOaPilSoUAFeXl74+OOPrRZV1nl7e+udUKpJXn+S2wD2aSW5T3IbwD6t2Gc5yW0A+7SS2mcwGFC9enUopZCdnY3MzMx8vwgQEUlmMBhgZ2cHe3t7m09YmBT7Xg4cOGCLDiIiIiKiMsVgMJToG38iotKKn+8QKDIyUu+EUk3y+pPcBrBPK8l9ktsA9mnFPstJbgPYp5Xkvrt37+qd8FDs00Zyn+Q2gH1aSe+zVLEnLuzs7FCuXLlCv0zXk+WioqL0TijVJK8/yW0A+7SS3Ce5DWCfVuyznOQ2gH1aSe7LzMzUO+Gh2KeN5D7JbQD7tJLeZ6li75c2efJknDhxAuPHj0etWrVw9epVfPLJJ/D19UXfvn1t0Wg1ZfF0qERERERERESlWbEnLr744gucP38eFStWNF/WvXt3eHl5YebMmVaNs7YyfTpUIiIiIrKpzMxMODo68r0mEZGVFXvioly5cjh//jxatmxpvuzChQs8HSoRERERlUmOjo6oUKEC4uPjUa5cOTg4ODzy9Kb37t1DRkZGCVYWD/u0kdwnuQ1gn1bS+yxV7ImLqVOnokuXLujTpw9q1qyJhIQEfPfdd1i4cKEt+oiIiIiIRDMYDKhRowaysrJw9+5dZGVlIScn56GnN/3999/h5eVVgpXFwz5tJPdJbgPYp5X0PksVe+JizJgx6NSpE4KCgpCQkICmTZti6tSpePLJJ23RR0REREQknsFggIODAxwcHIq0fGJiIjp37mzjKsuxTxvJfZLbAPZpJb3PUhadNLp169Zo3bq1tVvoD3/FGbJHiYuLe+QyVapUgZub2yOXk7z+JLcB7NNKcp/kNoB9WrHPcpLbAPZpJblPchvAPq0k90luA9inlfQ+SxnUw/ZhK8TmzZvx9ddfIzExET/++CMOHjyItLQ0/P3vf7dFo9UZDIaH7rr3VxITE4P69esDzywGnKsVvmDiOeDggkKXq52RjOCDi9DdZyCuHF2h+fbMkmOB4LmAynnkY6lcxQUxF6OLNHlBREREREREslj6u3ix97j45z//iW3btsHPzw9z5swBALi6umLy5MmlZuKCBMm6kztpYZwGOD1kQiIjCWkhC5CamsqJCyIiIiIiojKk2KcCWbVqFfbt24cJEyaYzyTSrFkznDt3zupxZVVkZKTeCSXPyS13z4zCvh42qXEfyetPchvAPq0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zVLEnLrKyslCpUiUAMJ/iKT093XyZZIGBgTAajXpnPFJUVJTeCaWa5PUnuQ1gn1aS+yS3AezTin2Wk9wGsE8ryX2S2wD2aSW5T3IbwD6tpPdZqtgTF3369MHIkSNx5coVALnniZ06dSqeeeYZq8dZm5+fH0JCQvTOICIiIiIiIqIiKvbExZIlS5Ceng53d3ekpKSgUqVKuHTpEhYvXmyLPiIiIiIiIiIqw4p9cE4XFxfs2rULCQkJiI2NhYeHB2rWrGmLNiIiIiIiIiIq44q9x8X06dPxyy+/4PHHH0e7du04aUFERERERERENlPsiYsVK1agefPmtmghIiIiIiIiIsqn2BMXbm5uyMjIsEUL/cHLy0vvhFJN8vqT3AawTyvJfZLbAPZpxT7LSW4D2KeV5D7JbQD7tJLcJ7kNYJ9W0vssVeyJi4ULF2Ls2LFISEiwRQ8B8Pb21juhVJO8/iS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PksV++Ccb731Fm7fvo1NmzbB2dkZ9vZ/3kRSUpJV44iIiIiIiIiobCv2Hhc7duzAvn37EBwcjF27dmH79u3mL7KOyMhIvRNKNcnrT3IbwD6tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9Wknvs1SxJy58fX0L/SLriIqK0juhVJO8/iS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PksVaeJi1qxZBf4/EREREREREZEtFWniYtmyZQX+f2kTGBgIo9GodwYRERERERERFVGRDs7p6uqKjRs3onnz5sjOzkZ4eDiUUg8s16JFC6sHWpOfnx/8/PxgMBj0TiEiIiIiIiKiIijSxMUnn3yCd999FzExMcjJyUHLli0fWMZgMCA7O9vqgURERERERERUdhXpoyL9+vXD+fPnkZmZiYoVKyInJ+eBL05aEBEREREREZG1FfusIk2bNrVFB+Xh5eWld0KpJnn9SW4D2KeV5D7JbQD7tGKf5SS3AezTSnKf5DaAfVpJ7pPcBrBPK+l9lir2xMWxY8ds0UF5eHt7651Qqklef5LbAPZpJblPchvAPq3YZznJbQD7tJLcJ7kNYJ9WkvsktwHs00p6n6WKPXFBRERERERERFRSOHEhUGRkpN4JpZrk9Se5DWCfVpL7JLcB7NOKfZaT3AawTyvJfZLbAPZpJblPchvAPq2k91mKExcCRUVF6Z1Qqklef5LbAPZpJblPchvAPq3YZznJbQD7tJLcJ7kNYJ9WkvsktwHs00p6n6U4cUFEREREREREYnHigoiIiIiIiIjE4sQFEREREREREYnFiQsiIiIiIiIiEosTF0REREREREQkFicuBPLy8tI7oVSTvP4ktwHs00pyn+Q2gH1asc9yktsA9mkluU9yG8A+rST3SW4D2KeV9D5LleqJi8zMTDz11FNwcXHB1q1b9c6xGm9vb70TSjXJ609yG8A+rST3SW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ77OUvd4BWtjb22Pr1q34/PPP9U4hIiIiIiIiIhso1XtcGAwG1KpVS+8Mq4uMjNQ7oVSTvP4ktwHs00pyn+Q2gH1asc9yktsA9mkluU9yG8A+rST3SW4D2KeV9D5L6T5xsWLFCrRt2xbly5fHCy+8kO+6zMxMjB07Fm5ubnBzc8O4ceOQlZWlU2nJiYqK0juhVJO8/iS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PkvpPnFRu3ZtzJw5E6+//voD182bNw8//fQTIiIiEBERgR9/sF9XpwAAIABJREFU/BEBAQE6VBIRERERERGRHnSfuOjfvz9eeOEFVKtW7YHr1q5di5kzZ6JWrVqoVasWZsyYgTVr1uhQSURERERERER6EHtwzuTkZMTFxaFVq1bmy1q1aoXY2FjcvHkTVatWBQAMHjwYJ06cQKVKlXD8+HEsWrTogdvy9/fH3Llz810WFBRU4P16eXmZj8QaGRlZ6K42tlzO2n1/Jfv27cPjjz/+wOW2XH9cjsv9FZYzYR/72Fc49rGvpJeLjIwU/frBvr9uX1BQkOj3L+z7a/dZwqCUUla5JY38/f0RGhqKHTt2AAAuXbqEunXrIjEx0bw3RmJiImrUqIFLly7B3d3d4vsyGAwQ8rALFBQUhOeff94qtxUTE4P69esDzywGnB/cq8Us8RxwcEGhy9XOSEbwwUXo7jMQV46u0Hx7xV4u/Trw7WRcvHgRnp6ehS8H664/a5PcBrBPK8l9ktsA9mnFPstJbgPYp5XkPsltAPu0ktwnuQ1gn1bS+yz9XVz3j4oUplKlSgCAmzdvmi8z/X/lypV1aSIiIiIiIiKikiX2oyKurq5wd3dHaGgoGjRoAAAIDQ2Fh4eH+WMif1V5d6ul/OLi4h65TEEfJZFC+rZlnzaS+yS3AezTin2Wk9wGsE8ryX2S2wD2aSW5T3IbwD6tpPdZSveJi6ysLPNXTk4O7ty5Azs7Ozg6OuK1117D/Pnz8dRTTwEAAgICMGrUKIvvKzAwEIGBgVYqt52/4rEpNLt3GzDYoWvXro9ctHIVF8RcjIabm1sJhBWP9G3LPm0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zlO4TF/Pmzct34EwnJyf4+voiJCQEs2bNwo0bN9CkSRMAwNChQzF9+nSL78vPzw9+fn4wGAyau6mEZd0BVA5gnAY4PWRCIiMJaSELkJqaKnLigoiIiIiIiIpH92Nc+Pv7QymV7yskJAQA4ODggJUrVyI5ORnJyclYsWIF7O11n2uxucjISL0T5HJyyz2IZ2FfD5vUEED6tmWfNpL7JLcB7NOKfZaT3AawTyvJfZLbAPZpJblPchvAPq2k91lK94mLkhQYGAij0ah3xiNZ65QxJI/0bcs+bST3SW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ77NUmZq48PPzM+/NQURERERERETylamJCyIiIiIiIiIqXThxQURERERERERilamJi9JyjAsiIiIiIiIiylWmJi54jAsiIiIiIiKi0qVMTVyUFl5eXnonkI1I37bs00Zyn+Q2gH1asc9yktsA9mkluU9yG8A+rST3SW4D2KeV9D5LceJCIG9vb70TyEakb1v2aSO5T3IbwD6t2Gc5yW0A+7SS3Ce5DWCfVpL7JLcB7NNKep+lOHFBRERERERERGKVqYmL0nJwzsjISL0TyEakb1v2aSO5T3IbwD6t2Gc5yW0A+7SS3Ce5DWCfVpL7JLcB7NNKep+lytTERWk5OGdUVJTeCWQj0rct+7SR3Ce5DWCfVuyznOQ2gH1aSe6T3AawTyvJfZLbAPZpJb3PUmVq4oKIiIiIiIiIShdOXBARERERERGRWJy4ICIiIiIiIiKx7PUOIJIsKSkJqampj1yuSpUqcHNzK4EiIiIiIiKisqVMTVwEBgYiMDBQ7wwqJZKSkuBZvwHSUlMeuWzlKi6IuRjNyQsiIiIiIiIrK1MTF35+fvDz84PBYNA75aG8vLz0TiAAqampuZMWxmmA00MmJDKSkBayAKmpqY+cuJC+bdmnjeQ+yW0A+7Rin+UktwHs00pyn+Q2gH1aSe6T3AawTyvpfZYqUxMXpYW3t7feCZSXkxvgXM0qNyV927JPG8l9ktsA9mnFPstJbgPYp5XkPsltAPu0ktwnuQ1gn1bS+yzFg3MSERERERERkVicuBAoMjJS7wSyEenbln3aSO6T3AawTyv2WU5yG8A+rST3SW4D2KeV5D7JbQD7tJLeZylOXAgUFRWldwLZiPRtyz5tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9WknvsxQnLoiIiIiIiIhIrDI1cREYGAij0ah3BhEREREREREVUZmauPDz80NISIjeGURERERERERURGVq4oKIiIiIiIiIShdOXBARERERERGRWJy4EMjLy0vvBLIR6duWfdpI7pPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5nKU5cCOTt7a13AtmI9G3LPm0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zFCcuiIiIiIiIiEgsTlwIFBkZqXcC2Yj0bcs+bST3SW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ77NUmZq4CAwMhNFo1DvjkaKiovROIBuRvm3Zp43kPsltAPu0Yp/lJLcB7NNKcp/kNoB9Wknuk9wGsE8r6X2WKlMTF35+fggJCdE7g4iIiIiIiIiKqExNXBARERERERFR6cKJCyIiIiIiIiISixMXRERERERERCQWJy6IiIiIiIiISCxOXAjk5eWldwLZiPRtyz5tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9WknvsxQnLgTy9vbWO4FsRPq2ZZ82kvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WYoTF0REREREREQkFicuBIqMjNQ7gWxE+rZlnzaS+yS3AezTin2Wk9wGsE8ryX2S2wD2aSW5T3IbwD6tpPdZihMXAkVFRemdQDYifduyTxvJfZLbAPZpxT7LSW4D2KeV5D7JbQD7tJLcJ7kNYJ9W0vssxYkLIiIiIiIiIhLLXu8AIluIi4t75DJVqlSBm5tbid5nWlqa1e6PiMhWkpKSkJqa+sjlrP1zlIiIiKggZWriIjAwEIGBgXpnkC3duw0Y7NC1a9dHLlq5igtiLkZrf9NdjPt0quiMZ599lm/0iUispKQkeNZvgLTUlEcua7Wfo0REREQPUaYmLvz8/ODn5weDwaB3CtlK1h1A5QDGaYDTQ95IZyQhLWQBUlNTtb/hLsZ9ZljrPomIbCQ1NTV30qIkf44SERERPUSZmrigMsTJDXCu9te/TyIiW+HPNCIiIhKCB+cUyMvLS+8EKqOkP/fYZznJbQD7tGKf5SS3AezTSnKf5DaAfVpJ7pPcBrBPK+l9luLEhUDe3t56J1AZJf25xz7LSW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ77MUJy6IiIiIiIiISCxOXAgUGRmpdwKVUdKfe+yznOQ2gH1asc9yktsA9mkluU9yG8A+rST3SW4D2KeV9D5LceJCoKioKL0TqIyS/txjn+UktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WYoTF0REREREREQkFicuiIiIiIiIiEgsTlwQERERERERkVicuCAiIiIiIiIisThxQURERERERERiceJCIC8vL70TqIyS/txjn+UktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WYoTFwJ5e3vrnUBllPTnHvssJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9SpX7iYtWqVejcuTOMRiMuXLigdw4RERERERERWVGpnrhISkrC6tWrcejQISxevBhTp07VO8kqIiMj9U6gMkr6c499lpPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5nqVI9cXHs2DEYjUbY29ujXbt2OHfunN5JVhEVFaV3ApVR0p977LOc5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PkvpPnGxYsUKtG3bFuXLl8cLL7yQ77rMzEyMHTsWbm5ucHNzw7hx45CVlWW+Pjk5Ga6uruZ/5+TklFg3EREREREREdme7hMXtWvXxsyZM/H6668/cN28efPw008/ISIiAhEREfjxxx8REBBgvt7V1RUpKSnmf9vZ6f5wiIiIiIiIiMiK7PUO6N+/PwAgNDQUcXFx+a5bu3Yt/vWvf6FWrVoAgBkzZuC9997D7NmzAQAdOnTABx98gOzsbJw+fRqNGjUq2Xgq9e5/zhX1ur+qtLQ0xMTEPHK5KlWqwM3NzfZBRERERERU5uk+cVGY5ORkxMXFoVWrVubLWrVqhdjYWNy8eRNVq1aFm5sbRowYga5du8LBwQFr1qwp8Lb8/f0xd+7cfJcFBQUVuKyXl5f5FDKRkZGFfkbIlstZu48KcO82YLBD165dS/yuo6Ojcfr06QKv0/P5V6NGDYx+401k3E5/5GOoXMUF+/Z+i4SEBHGPg8sVvJwJ+9j3qOUqVapU4OUPU5rXX3EeB/vYZ+3lIiMjRb9+sO+v2xcUFCT6/Qv7/tp9ljAopZRVbkkjf39/hIaGYseOHQCAS5cuoW7dukhMTES1atUAAImJiahRowYuXboEd3d3i+/LYDBAyMMuUFBQEJ5//nmr3FZMTAzq168PPLMYcK5W+IKJ54CDCwpdrnZGMoIPLkJ3n4G4cnSF5tsTs5xxGuBUyJ4DSReAY59Z7z7TrwPfTsbFixfh6elZ+HI6MT9XHrZOACAjCQhZoMvjsObYsAXJfZLbAPZppcvrRjF+pklef5LbAPZpJblPchvAPq0k90luA9inlfQ+S38XF7vHhekvPjdv3jRPXNy8eRMAULlyZd26SkLev06RjTm5Ff7G/HZSybZI8bB1ojPpY0Nyn+Q2gH1asc9yktsA9mkluU9yG8A+rST3SW4D2KeV9D5LiT2apaurK9zd3REaGmq+LDQ0FB4eHqhatapFtxkYGAij0WilQtvhRzyICiZ9bEjuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcp3ScusrKycOfOHWRlZSEnJwd37tzBvXv3AACvvfYa5s+fj/j4eMTHxyMgIACjRo2y+L78/PwQEhJipXIiIiIiIiIisjXdJy7mzZsHJycnzJ8/H7t27YKTkxN69eoFAJg1axY6deqEJk2aoEmTJujcuTOmT5+uc7HtRUZG6p1AJJL0sSG5T3IbwD6t2Gc5yW0A+7SS3Ce5DWCfVpL7JLcB7NNKep+ldJ+48Pf3h1Iq35dprwgHBwesXLkSycnJSE5OxooVK2BvL/awHFZjrSOvEv3VSB8bkvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WUr3iYuSVFqOcUFEREREREREucrUxAWPcUFERERERERUupSpiQsiIiIiIiIiKl04cUFEREREREREYpWpiQse44KIiIiIiIiodDEopZTeESXNYDDonUBERERERERU5lgyBVGm9rjI6/5TsBb05evrq8tyUvtMXVL7bLH+JLexj33S29jHvuL0SW5jH/ukt7GPfdLb2Me+vH2WKLMTF0REREREREQkHycuHsLPz0+X5YqKfdoU5fYkt9liuaJinzbWvF/JbcVZrqjYp43kPslttrhf9pXMckXF9wSWY582fE9gOfZpI73vAaoMmjNnjt4JDyW1z9Qltc9Ecp/kNqXYp5XkPsltSrFPK/ZZTnKbUuzTSnKf5Dal2KeV5D7JbUqxT6u/al+ZPDgnEREREREREZUO/KgIEREREREREYnFiQsiIiIiIiIiEosTF0REREREREQkFicuiIiIiIiIiEisMjdxcfPmTeTk5OidUaBbt27pnVCqBQcHIzw8XO+MQl2+fBkZGRl6ZxAREREREZUqZWbi4uLFi+jatStefPFFDB48GNeuXdM7yez8+fN45plnMHz4cLzyyiu4ceOG3kl/iooC/v1v4NAhvUsKdfnyZfj6+mLo0KE4fvy43jkPuHDhAnx9ffHiiy+id+/eOHr0qN5JD5A6mQcA0k98JGq8FuDq1auiG+/du2f+f2nb+uLFizh79qzeGYWKjY1FdHS0uPUG5L6uLV68GJmZmXqnFCg0NBT+/v6IjIzUO6VA58+fx6FDh3D9+nUAHBvFIXlcABwbWkkeG5LHBcCxoZXksSF5XADWGxtlYuLi1q1bGDZsGFq0aIGVK1fi8uXLGD16NH799Ve907Bq1SoYjUa0bt0as2fPxq+//oq33noL2dnZ+oZlZQFjxgAdOwK//gr07w/MmgXcvatvVwFmzpyJ+vXr4+rVq/jHP/6hd04+8fHxGDRoEDp06ICDBw/isccew0cffYS0tDS90wDkjo2xY8finXfewbfffovbt28DkPED79atW5gyZQpmzZqF7777zry3ioQ2kzVr1qBu3boIDQ3VO+UB6enpePnll9GrVy+cPn1a3OTUrVu38Oabb2L48OFYunQpUlJSYDAYRGzfzMxMDBs2DO3atcOrr76KV199FREREQBkTPKlp6fj1VdfhdFohJ+fH0aOHImoqCgAMsbHnTt3MH36dEyZMgUHDx7UOyefnJwcTJw4EU899RRycnJQsWJF/V9v87h37x6GDx+Op556CjNnzsSzzz6L48ePw2AwiHjuSR4b0scFwLGhheSxIXlcABwbWkkeG5LHBWD9sVEmJi5+//13ZGZm4v3330eTJk2wadMmVKhQQcSsXkxMDObMmYOAgAC0atUKW7ZswX//+1/99wh57z0gPh44fx5YtgyYOBH4738BO1lPmWvXriE8PBx+fn4AgI0bN2LDhg34/fff9Q37Q1hYGOzt7TF58mQ4OTlh8eLFOHjwILKysvROQ2xsLNq3b4/4+HgYDAbMmDED48aNAwAYDAZd29avX4/69esjPj4eKSkpmDt3LhYsWCCiLa9z584hIyMDy5cvF/MiBgAZGRkYMGAA0tPTceDAAXTv3h12gsZuWFgYWrdujTt37qBTp07YtGkTJkyYAEDG9v3uu+8QGxuLS5cu4fPPP4fBYMCgQYMAQPf1GBsbixdffBEZGRmIiorC7NmzkZGRgY8++giAjPVXoUIFNGzYEI0aNcKUKVNEfQzy3LlzOHnyJE6cOIEPPvgAdevWRbly5fTOMlu9ejWuXr2Ka9euYcOGDWjZsiUWLlwIQP/nHiB3bJSGcQFwbGgheWxIHRcAx4Y1SB4bq1atEjsuAOuPDf0fUQkoV64cIiIiYDAYsHDhQmzcuBF9+vRBcnIydu/erWvb22+/jRdffBFA7qyZvb092rVrhzt37pR8TN5Z1/HjgcBAoFo1YPduYOVKoEIF4MKFku96iIyMDMTFxaF8+fLo378/PvzwQ2zYsAEDBw5ESEiI3nmoUaMGfvnlF5w6dQoAEBkZiY4dOyI0NBTJycm6tp04cQLOzs7YunUrPvnkE3z66afYvHkzvvrqK127fv/9dxw+fBiffPIJ1q9fj6VLl2Lo0KE4efIkUlJSdG0Dcv86YZqkqFu3LlavXo3AwEDs3btX57I/hYaGIjY2FkFBQahWrRp++eUXXLlyxbzXit6z8IcPH0bdunURGBiI8ePH4/3330dcXBxSU1N1a7p165b5L08nTpxAeno6nJycUKVKFcyfPx85OTmYPn06AH3+QmV6E6eUQq9evbB69Wo4ODigZ8+e8PHxgb29PQB9tm3eN5jZ2dlITU3F77//jh9//BEXL17E6tWrS7wpr7x9wcHBuHTpEpo0aYKgoCAMGjQIS5cuxeHDhwHot21N2y08PNz8Zq5evXpo2rQpmjdvbl5Wj77k5GTzZPsvv/wiamyYXkeVUujduzdWrVolZlyY+kz3nZOTI25sJCcnm1/PDhw4IG5sJCcnm//AeObMGVFj4+eff0Z0dLT5/2/fvi1mXADA8ePHERsbi/Lly6Nnz56iXjOA3HV24Y/fKbKyspCWliZqbOTt279/P+Li4sSMjZ9//hm//fYbgNzXDNMkioRxAQDffPON+aP7J0+etOrYKBMTF97e3mjWrBlWrFiBzp07Y8+ePejWrRuqV6+Ob7/9Nt9nrEta7dq1Ub16deTk5MDR0RHXrl2DwWCAp6dnyUXExgKvvw7Mng1s3557Wf36QJUqwMGDwLx5wJtvAgsXAp98Avzf/wE3b5Zc30PUq1cPTZo0wdixY9GoUSOEhYVhz5498PX1xeeff677jG2rVq2wePFibN++Hc2aNcOgQYPQrFkzvPnmm5g4cWKJ/qIWGxuL4OBg878rVqyIjIwMxMTEYOPGjbh06RKWLVuGCRMmlPgeIbGxsdi/fz8AwMXFBX379kXfvn2RnZ0Ne3t7ODk5ITU1FS4uLiXalbfPtO6UUuYXiR07dqBjx46YPHky3n//fd32urh/25YvXx4ZGRk4c+YMBgwYgP79+2PYsGF4+eWXAZT8LHzevpycHBgMBty4cQMXL14EkHucmmbNmsHBwaFEu4D8xxgaOnQoEhMT8cQTT8DDwwPBwcFYsGABPv30U3z22WdYsmSJ+SMtJd336quvYvjw4ahQoQKGDh0KV1dX8xt6Ozs7XL161fz/Jd1mOj5TYmIi7OzsUKVKFdy+fRsZGRmYP38+5s+fDyD34NgluZdj3r4hQ4bg+vXr8PDwQOPGjTF79mzMmjULLVq0wNGjR9GvXz8kJyfrsm2HDRuGYcOG4dq1a2jZsiWysrIQFBSE2NhYrF27FtHR0fjoo4+QmZlZ4n29evXC8OHD8dJLL+HSpUuoX7++iLFhanv11Vfx0ksvAQBeeeUVuLm5mV+/9BoXefuGDx+OwYMH49KlSzAYDKLGRt6+uLg4uLu7ixobvXr1wrBhw/DKK68gNjYWLVq0EDM2vvnmG3To0AGLFi0CADRu3Bi1atXSfVzk7evYsSM+/PBDPP744xgxYgRcXV1FjA1TX4cOHfDhhx8CAOzt7VG5cmVkZGToPjYK6vP09MQTTzyBOXPm6D42TG2mPWaefPJJ3LlzBzt37tR9XJw/fx7du3fH8OHDcfOP3xM9PT1Rp04dq42NMjFxAeQeB2HlypWoU6cOjhw5gnr16sFoNGL//v26vFm+n+kHx4EDB9CkSZOSe6LNng20aAE4OwMGAzBjBvCf//x5fefOwNGjucv17Ak0bw5s3gycPFkyfUXw/vvv4+zZs0hMTEROTg4cHBzQt29fnD17VsRHRiZOnIi33noL3t7euHz5MhYuXIg1a9YgMjISR44csfn9K6Uwb948NGrUCGPHjsWlS5cA5P4CWa9ePezbtw9hYWFYvnw5Bg0aBIPBgM8++8y8TEm1jRs3DrGxsahatSqee+45ODs7m8dF5cqV0bBhwxJpKqxv7NixiIuLg52dnXmys3nz5khPT8fChQsRGxuL5cuX47PPPsO5c+d06TNt29TUVLRs2RLLli1D/fr1ERMTgwULFuDEiROYN28egJJZj/f3xcbGws7ODq1bt0bXrl3x1ltvYeDAgZg8eTKio6PRunVr/Otf/zJ/r63df4yhiIgITJ8+HY8//jhu3bqFyMhItGnTBt7e3jAajWjWrBk+/vhjXfr8/f0RFhaGd955BzVr1oRSyvwXs/DwcDz//PPm79Nj3f36668YO3YssrOzER8fj+vXr6NatWp466234OLigvr16+PFF19EfHy8zdsK6jt79iymTJmCChUqICsrC99//z1Wr16NWbNmYfPmzWjWrBkmTZoEoGTGRt6+OXPmIDw8HFOmTMHAgQPx9ttvY+3atXjiiSfQu3dv9O3bF+vXrzd/JLIk+hYtWoSuXbuiZcuWWL9+PSIiIjBv3jzUrl0bqampuo6NvG0bNmxAWFgYpk6dilq1aiEnJ8c8sazHuLi/b/369Th79izef/99AH8eLFnPsVFQ39y5c+Hs7IzMzEzdx0bevv/85z8IDw/HBx98gJdeeglvvfUW1q1bp+vYAHJfYzt16oTLly9j//79aNGiBdLT03V/zbi/LzY2Ftu3b0eNGjVEjI37+65evYrtf/zB9OrVq0hMTNR1bNzfd/nyZfzwww/w9PREdnY29u3bp+vYyNsWFxeHffv2YfTo0Rg7dizWrFmj+2uGj48PWrVqhevXr6Nnz54AcvdMtubYKDMTF71798bf//53DBgwwDzj2Lp1a1SpUkX/40kA5r/UhoaGok+fPgCAzz77DJMmTTIfMNHqwsKA1NTcM4YsXQq8/TZQvjyQ95SdpplYU0PfvsDhw4AeH2UpRLdu3TBw4EAcOXLE/FECX19fMQccAoCDBw/i559/hpubGwCgS5cuuHPnTonsQRAaGoqLFy/C398fLVq0MP9i2KNHDzg4OOC3335Dz549ceDAAVStWhVjx47Fjh07ANh+Jv7+tuXLlwPAAwdp3Lt3L+rWrVsiTQ/rW7p0KQDA0dERAPDTTz/B3t4eBoMBf/vb3/Duu+8iKCgIHh4euvSZtm3nzp3h4OCA9evXo1mzZjAYDGjfvj2WLFmC5cuXIycnp0TWY2Hrr3379vjkk08wYMAAJCcnmz+2N2vWLEyZMqXE/kpw/zGGtm7divXr16Njx46oX78+jh8/jvbt28PPzw85OTnw9fXF1atXde3btm2b+bg0pjGSmJiIJ5980vx9JXHa5YKOz7Rt2zZcu3YNNWvWhIeHB+Li4rBmzRrExcUhLi4OU6dOLbGxUdC627BhA9q2bYtWrVrh+PHjOH/+vHn50aNH49ixY7h161aJjI37+7Zt24YNGzbg3r176N+/P9q1a4epU6fio48+wksvvYSPP/4Yu3btQkpKSon0VaxYEbt378bixYvh5uaGFi1a4PTp0+jZsycaNGiAEydOoG3btrqMjYLaTLvs29nZme9fj3FRUF/z5s0RHR0Ng8GAWrVqoW7duoiNjdVtbBTUFx4eju7du6N169b4+eefzQduBEp+bBS0fcPCwuDq6oqBAweiffv2mDJlii5jw/Qz9/bt26hevTp8fHywevVqNG3aFI0aNcKRI0d0fc0oqG/z5s1IS0uDnZ2d+fcfvcbG/X3NmjXD5s2bcfPmTdSqVQtQ+OCjAAASS0lEQVS1a9fW9XWjoPW3Zs0aNG7cGG3btsWxY8d0e924v6158+ZYs2YNbt68iYEDB+LJJ5/EtGnTdHvNiIqKQo8ePcx7guzZswcRERHo2rUr6tevj19++cUqrxllZuLC0dERa9asQVpaGp577jksXrwY/fv3R8eOHVG9enW981CuXDlkZWWZj9nQtWtXLFiwAM8++ywqVqxovTu6cePPSYeGDYE5c3L3uPjpJ6BDByAiAihXDvhjF26YDj5jajh6FGjXDmjc2HpNGlWoUAErVqwwH5AwICAAbdq0gZeXl/mXXb0988wzSEpKwowZM7Bjxw60a9cOderUQYMGDWx+302bNsW4ceMwbtw4GI1GHD16FD/99BPKly+PoUOH4ueff0ZERIT5r7dZWVlwd3eHUsrms7T3tx0+fNi8F4rpIwUZGRk4fPgwRo4cCQD4/vvv8Z+8ewXp1JeRkYEOHTpgz549qFevHsLDw+Hp6YlmzZrByclJlz7TtnV0dMSoUaPQoEEDnMyzd1TNmjXRvHlz8+my9Ogzrb/MzExER0ejZs2acHZ2BpD70SofH58S21Pq/mMMOTg4oGXLljAYDBgzZgyuXbuGdevWISEhAeXKlcPVq1fh7e1dYnvpPeoYSHZ2dkhISEB6ejpatmyJAwcOoGHDhuYJIj3aMjMz8fvvvyMsLAwdO3ZEQEAAfv75Z/ztb3+Dv78/7pbQmakK27YAMHLkSBiNRuzcudP8hwvTrumVKlXSra9du3a4e/cuUlJSzMdFMv1R49SpUxgwYAAqV65cIn1vvPEG2rZti7Nnz8LHxwf79+9H586dERISgueeew5JSUlYv369LmPj/rYffvgBRqMR27dvN//siI+Px61bt0p8XDysLygoCIcOHcLZs2fRuXNnzJ8/X5exUdi2DQ4ORo8ePdCzZ0/s3r0bCQkJAEp+bBTU161bN2zfvh2nT59GeHg4DAaDLmPD9AtWRkYGXnnlFRiNRly9ehXffPMNli1bhuTkZKxbtw7x8fG6vGbc3+fr64sbN27gv//9LwDAwcFB17FRWN/OnTsBAL/++is6duyo29gobPvu2bMHH374IXr06IGdO3fqMjYKW3emPzRGRERAKWWenCrp14ypU6fizp07GDVqFJo0aYKpU6di8ODB5jMrWu01Q5UxZ86cUZ9++qnq16+f+vjjj/XOyef06dPKYDComjVrqkWLFln3xq9fV+r555Vq00apbt2UOnJEqczMP69fulSp+fOVSkhQau9epZ54Qqlvv8297swZpdatU2rAAKXc3JQKDLRum5WcPn1aLVmyRPXt21ctWbJE75wHbN26VQ0fPlx17NhRt+deZGSk8vPzUy+//LL5stmzZ6uuXbuq9957T124cEF17txZ+fv769Y2ZMgQ82U5OTnqypUraujQoSoyMlI9++yz6rHHHlMbNmwQ0depUydVqVIltXz5cqWUUsePH1fu7u4qMTFRt777t22bNm3UpEmTVHR0tOrRo4caNWpUibfl7cu7/saPH68GDx6svvnmG5WSkqJ69Oihhg4dqu7du1eibdnZ2UoppY4dO6Y6duyosrKylFJK7dmzR/n6+qrWrVsrX19fVadOHXX06NESbbu/r1OnTionJ8d83X/+8x/VokUL1a9fP1WtWjX12Wef6dpmWnczZsxQq1atMi93+fJl9eWXX5Zo2/19ebftzp07VceOHVWLFi1Ut27dVO3atdW+fft07evUqZP53//85z9Vx44dlZ+fn+rXr5+qXbu2+uabb0q87+jRo2r79u1KKaWSk5NVv3791HvvvaeWL1+uevfurVq1aqXb2Li/7YUXXlCjR49WsbGx6uuvv1bNmzfXbVwU1NevXz81Y8YM9dJLL6kvvvjCvJxeY6OwbbtkyRJlNBpV8+bNdR0bBfW9//77ys/PTxmNRjVixIgSHxumn72zZs1S06dPV0optWDBAmU0GlWvXr3UO++8o/r06aPba0ZBfQsXLlTdunVTHTp0UMHBwWrLli26vWYU1mc0GlXfvn1V27ZtdR0bj9q+Y8aMUd26ddPldeNh6653796qS5cuymg0qtdee02314yAgADl7e2t1q1bp5RS6vz586pPnz5q+vTpat26dap79+6ax0aZm7gwyfvGT4p79+6pjz/+WGVkZFj3hm/eVMrXVyk/P6Wio5Xq31+pTp1yJyMKM3asUm3b5v5/dLRSgwYpNWGCUnfvWrfNBiRuW5Ps7GzzG2e9fP3116pLly5q/fr1Sqnc59327dtVt27dVKNGjdQbb7yhe1veF669e/cqg8GgnJyc1NixY3VrU+rPPtMP5bwTFKZfOPR0/7bNyMhQX375pXrqqadUo0aN1JgxY0T1RUdHq9GjR6v27dsrDw8P9fbbb+vat3DhQjVy5Mh8l924cUNt27ZNLVu2TKeqPxXUN3/+fFWhQgX17rvv6lSVq6A2kzt37pRwzYMK6ktISFCbNm1SS5cu1anqT/f3paenq/3796sZM2aoDz74QMeyXKafb7t27VINGzZUp06dUjdu3FBbtmwxT9zq3bZnzx5Vr149FRoaqubPn68cHR11HxdK/dkXFBSkvLy81MmTJ83X3RXwnirvtm3UqJE6efKkSkhIUF988YWIn3umvp07d6pmzZqpQ4cOqf3796tp06bpNjZmzpypgoODlVJK9evXTxkMBtWmTRullFLXr1/XfVzc32dvb6+aN2+ulFJq3rx5uo+NgtZfu3bt8i2j59h42PaNj4/XdWwU1NapUyellFI//PCDruPi7t276vjx40qpP8ftV199pZo2bapu3bplldeMMjtxUaYcPqxU+/ZKpafn/jsnR6levZR66imlzp7NvSwzU6ns7D/3wpg0Sal+/ZQyTaKYvpdKLdOEzuXLl9WkSZNU3759lVK5b1YuXLiglFIqJSVFRFu/fv2UUkrt27dPTZkyRU2aNEnFxsbq0lZQn2nd7dy5U507dy7fMpL6du/erS5cuKCysrJ027YP69u7d686e/asunLlikpISNCtzzSZ+PLLL6uvv/5aKaXUypUr1fjx41VycrJuXSYF9a1YsUL5+/urnTt3qvj4eFFtn376qZo4caKuXSYP27Z6jgmTwrbthAkT1O3bt/VMyyfzj/cGERER6oknnlBnTe8dBMjbVr9+fXXlyhV16tQpdfXqVZ3LcuXta9Cggfr11191LspP8rZV6sHta1p/er7mTps2TdWpU0dVq1ZNPfXUU2r69Omqa9eu6siRI7o15VVQX5cuXdSvv/6qwsLCdB8bBfU9/fTTuuzRWBDJ27ewbWtad3r/8dZ0/6Y9Zw8fPqzatGljtfcD9rb5pAuJUqMGcOIEkJKSe6wKgwHw8QFWrQICA4EPPwTs7YGcnNz/nj0L/PADMGoUUKFC7m1Y8zgbpAvTwfxq166N4cOHY9iwYbC3t8cTTzyBXbt2AQCqVq0qps3Ozg7NmzfHxo0b4ePjo0vXw/rs7e3RsGFDBAUFmZeR1vfEE09g9+7dKFeunG7btrC+cuXKoUGDBti9ezdq1aqlWxtQ8DGGfv/9d6xdu1a3U/A+qi8mJgaBgYHo0aOHuDbTunv88cd1bSusz3RgRD3HRFH6SupYOY+Snp4OOzs7nD59GiNHjkS3bt1K9pTtD1FQm6urq+4/U0zu7zMajahXr57eWWaSty3wYF/37t3Nxy7T8zW3Xbt2OHr0KCZOnIi+ffuaT+1tOgC73grqM51VxNvbW++8Qtefq6urzmW5JG/fwtpM71X0HBem+7937x4cHR1x6tQpjBkzBs8995z13g9YZfqDZMvJyT2+xdNPK5WcnPvRkeHDc7+GDFEqNlapa9eU+ve/lRo4UKmqVZVasEDvarKR9PR01blzZ1W5cmX173//W++cfCS3KcU+rST32fQYQ1YguU9ym1Ls0yI7O1sFBwcro9GoatWqpRYvXqx3kpnkNqXYp5XkvvuPw6T3X7nvxz5tJPdJbjM5c+aMevrpp5Wrq6v66KOPrHrbnLgoK65eVapJk9yPiDz2mFLTpil18KBStWoplZqau8wXXygVEPDnv+kv6X//+5+aNGmSqN2QTSS3KcU+rST32ewYQ1YiuU9ym1Ls0yotLU1t27ZNxLFK7ie5TSn2aSW9T+9jlj0K+7SR3Ce9bePGjTZ5TTMo9ceJYal0Sk4GqlYFHnaO3pyc3OuTk4H4eEApoGlTIDwcGDEC2Lnz/9u7l9AqrzUMwG9Qq9UQImIHXlAHYlG8F7GY0jSdaEtFoQ12UKHtRBHBCxERQUWJUBCkEx04UAfSURGprQiKA0EiSBpoMVIatEQLgjdMRLttcgb7qIhHTo9uzb9zngcCWex/r/VN98v3fyuZMOHJcwxq/f39A95K9jxFri1R38sqen0AABSTGRfV6rffkjVrkuHDy39795bDh//kURgxenRSX1+ecdHZmXz1VdLQ8OR7Qov/C0X+4Vjk2hL1vayi1wcAQDH5pVqNvvkmee+9ZPbs5NCh8jDNlpZyx0Rf35Pn/v772e/+9Vd5KOcHHySNjcm33762sgEAAOB/peOiGo0cmfzwQ/LOO+X1zJnJ778/2zExZMjT6/7+cndGU1PS3Fx+xQQAAAAKzIyLalQqJcOGlTstmpuTP/9Mvv46effdZP785N9XReXmzfLrJO+/n6xalTx8WL7uFAAAAKqE4KKatbWVQ4tly5Lbt5Mvv0zeeivZvDmZMiX544/k00+Tnp5yyAEAAABVRnAxGDy6DeTHH8sdFt9/n8ydW/6sszN5++2BrQ8AAABekOGcg8GjgZyTJ5fnWowc+eQzoQUAAABVTHBR7Xp7yzMvLlxIPv+8fFPIoxkXAAAAUOUEF9Wsry85fz756KPkk0+SL75IDhxI3nxzoCsDAACAijDjotr19CQnTyYff1y+6hQAAAAGEcEFAAAAUFheFQEAAAAKS3ABAAAAFJbgAgAAACgswQUAAABQWIILAAAAoLAEFwAAAEBhCS4AAACAwhJcAAAAAIUluAAAAAAKS3ABAFSVy5cvp6amJrW1tdm2bVvF9p0/f35GjBiROXPmVGxPAODlCS4AgIqaN29ejh49+srP6e7uzo4dOyq234ULF7J///6K7QcAVIbgAgComFKplF9//TWzZs0a6FIAgEFCcAEAVMTVq1dTV1eXUqmUWbNmpba2Nh0dHa/t/MbGxuzdu/fxetmyZdm+ffvj9c2bN7N06dLU19dnzJgxaWpqSl9f32urDwB4MUMHugAAYHAYP358Dhw4kH379uXs2bMDXc4z9uzZk97e3ly7di1DhgzJ6dOnU1NTM9BlAQD/hY4LAKBi2tvbM3fu3MfrXbt25fjx4899vq2tLb/88svrKC01NTW5fft2urq6Mnz48CxZskRwAQBVQHABAFRMe3v7U7dydHR0ZPbs2c99/siRI7l3797rKC2bNm1KY2NjPvvss4wdOzbr1q3zqggAVAHBBQBQMR0dHU91XHR3d2fChAlJkt27d+fDDz/M1KlTc/DgwZw4cSIHDx7Mpk2b0traWpHzHzx48Pj/O3fuPPVZXV1d9uzZk4sXL+bMmTM5dOhQTpw4UZFzAYBXR3ABAFREqVTKrVu3Hq97enpSW1v7eL127dqcOnUq7e3tOXz4cBYvXpwZM2bkzJkz2bJlS0VqOHbsWHp7e/Pzzz/n3LlzuXv3bkqlUpLkp59+yqVLl9Lf35+hQ4emr68vdXV1FTkXAHh1DOcEACpi2LBhWb9+fZqamvLw4cOcPHkyM2fOTFK+0aOlpSVdXV158OBBpkyZku7u7kycOLGiNYwbNy7Tpk1LfX19Wltbs3PnzixfvjwNDQ3p6urKmjVrcv369YwePTqbN29OQ0NDRc8HACqvpr+/v3+giwAABp99+/Zl1KhRWblyZTZs2JCFCxemubk5ra2teeONNzJjxoy0tbU9dWXpP3HlypVMmzYtI0aMyPr167Nt27Yk5etQV61alRUrVrxQvQsWLMjFixczffr0tLW1vdAeAEDl6bgAAF6Jjo6OrF69OkmyaNGibN26NceOHcuNGzeycePGTJ48OS0tLens7Mx33333j/edNGlS7t+/X/F6z58/X/E9AYCXp+MCABgUXrbjAgAoJsEFAAAAUFhuFQEAAAAKS3ABAAAAFJbgAgAAACgswQUAAABQWIILAAAAoLAEFwAAAEBhCS4AAACAwhJcAAAAAIUluAAAAAAKS3ABAAAAFNa/APE0PFdmraTFAAAAAElFTkSuQmCC\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3XlcVPX++PHXsC/DqqigILiAet0ytau5oKY3zdJUcles3PpZmUu5JpqaRmV1Tbu3VFzTsDS1LDOFstKv5q0UBUJFxAUlBNm3md8fPphHxDbMCPMh38/Hw0c2Z5nXOTNx73z4zDkavV6vRwghhBBCCCGEEEJBVpYOEEIIIYQQQgghhKiIDFwIIYQQQgghhBBCWTJwIYQQQgghhBBCCGXJwIUQQgghhBBCCCGUJQMXQgghhBBCCCGEUJYMXAghhBBCCCGEEEJZMnAhhBBCCCGEEEIIZcnAhRBCCCGEEEIIIZQlAxdCCCGEEEIIIYRQlgxcCCGEEEIIIYQQQlkycCGEEEIIIYQQQghlycCFEEIIIYQQQgghlGVj6YDaFBERQUREBNHR0ZZOEUIIIYQQQggh7jt6vb7a29xXMy5CQ0OJiooC7p4sVf/s3bvX4g33tC85mUwfH/TJyWr2qXzupE/67oM26ZM+aZO+ut6Xl5dHYmIixcXFRq2fk5PDpUuXjF7fEn9UbpO+v2+b9NW9voKCAhITE8nPzzdqfVPdVwMXdUVQUJClEyplSp+tnV0NlJRP5fOnchtIn7lU7lO5DaTPXNJnOpXbQPrMpXKfRqPBykr+r7gQom6ztraulefR6M0Z9qijNBqNWaM9opquXoW+feHIEWjc2NI1QgghhBD3VH5+Pjdu3MDX19eowYjc3Fxu3bqFn59fLdQJIUTN0el0XLlyBW9vb+yM+GW1qZ/FZZhXCCGEEEIIIYQQypKBCwXFxsZaOqFSpvTlFxTUQEn5VD5/KreB9JlL5T6V20D6zCV9plO5DaTPXCr3qT77V6fTWTqhUtJnOpXbQPrMpXqfqWTgQkFxcXGWTqiUKX2FtThwofL5U7kNpM9cKvep3AbSZy7pM53KbSB95lK9TwghhHFk4EIIIYQQQgghhJLCwsJ47LHHePTRR3nooYeIjIwkJSWFXr160adPH0aNGkVRUREnT55k8uTJwN27SZ46dcrC5eJekoELIYQQQgghhBLCwsIIDQ21yHMHBwfj4OCAVqtFq9WW6khOTiY4OBgnJycefPBBYmJiLNJYHlPbPv/8c7p37469vX2Zc17RPuPj4+nUqRMBAQHs37/f5OabN2/yj3/8g4K/zMoOCwtj0qRJZdZ/44030Gg0HD16lKioKNzc3Dh06BBHjx7F3d2dn376iS5duuDt7c3MmTNp2rQpnTt3NrmvRP/+/fHy8sLDw4N+/fqVmsVV2bLK3ku5ublMnToVT09P3N3def75543uOXXqFF26dMHV1ZV27dpx9OhRAL7//nvDc7m6uqLVatFoNPz8889mn4Pu3bsr8X6/rwYuIiIiCA4OtnSGEEIIIYQQQkEffPABWVlZZGVlERERYXh8ypQptGnThj/++IPhw4czevRoy0X+haltbm5uzJkzhylTphi9z7CwMP79739z4sQJXnvtNZObV61axTPPPGPUXSgAnJ2dadiwIU5OTuTk5JCens6YMWPo06cPX331FXfu3AFg+vTprF+/nunTp5vc9merV6/m6tWrpKWlMXLkSMaNG2fUMqj4vfTSSy8RHx9PTEwMqampTJ061eieiRMnMnz4cNLT03nllVd46qmn0Ol09OzZ0/Bcd+7cYc+ePfj7+9OpUyezz8GsWbNYsmSJ2fsx1301cBEaGkpUVJSlM4QQQgghhBB/8tNPP6HValm5ciXbt283/PY4IyPjnuz/vffeY/bs2SQkJFR72zt37nDo0CEWLFiAo6Mjs2fP5uLFi5w7dw4Af3//Up8xNBoNiYmJhn///fff6dmzJ66urvj4+PDmm2+WeY6rV6/SqlUr9uzZc0/bKhMcHMywYcOoV6+e0fvU6/Xl3vI3NTXV6Ob8/Hy2bNnCmDFjDI/9+fXfsWNHpa+/Xq9n+/bt9O/fn6NHj9KjRw/DxW7nzp3Lf/7zH+bMmVNmO1POcadOnbCzs0On01FcXMz58+eNWlaR3NxcNm/ezLp16/D29sbGxoa2bdsa3ZOUlMTQoUOxsrJi+PDhpKam8scff5RZb9OmTYwfPx6NRgNU/h6t6v05ePBgjhw5QkpKitGdNeG+GrgQtSstLY3ExESuXLlCUXExV65cITExscyftLQ0S6cKIYQQQggL6tatG1lZWSxYsICxY8cafnvs5uZ2T/Y/dOhQrK2t6dGjB48++ij79+8v9+4Lc+fOpX79+gwYMMAw9T8hIQFnZ2ecnJwIDg4mJyeHZs2aGX3x1yVLlvDAAw+Qnp5OTEwM3bp1K7NOYWEhcXFx1R6oMbetuvtcsmQJzz33HF26dGHx4sV8++23jBkzhl27dhm9/+PHj+Pl5UWjRo0Mj/359R8zZkyVr3+/fv1Yv349jz/+OOnp6QB8/PHHtGjRgtDQUJo3b87OnTtLbWPqOR48eDAODg4899xzTJs2zehl5b2X4uPjsbGxYffu3TRo0IB//OMf7Nu3z+iWGTNmsGfPHoqLi9m9ezddunTBy8ur1DoZGRns3buX8ePHG7XPqt6fDg4OPPjgg3zzzTdGd9YEG4s+uyhXUFCQpRMqZUxfWloa/gHNybyTjg9wBOjbrRvXylnXxdWdxEsX8PT0rLU+S1G5DaTPXCr3qdwG0mcu6TOdym0gfeZSvU8Y59ixY8yZM4cmTZqwe/fuStdNTEwkPj6eAQMGlHrcz8+PN954gxUrVrB3717ee+89XnzxRVauXMmoUaMACA8Pp02bNuj1epYsWcKQIUM4e/Ys2dnZuLi4kJ2dTUxMDNnZ2bi6upKVlWX0Mdy8eZOUlBS8vb15+OGHyyz39/c36Ra596KtOvts1aoVP//8M5999hlbtmyhV69efPTRRzg5ORm9/zNnzhAYGGj0+mFhYQCGr1uU/PO3336rcJulS5eWeczUc3zgwAFyc3PZsmULLVu2NGpZRe+lO3fukJeXR3JyMklJSfzwww8MHTqUhIQEGjZsWGXLoEGDmDhxIosXL8bNzY0vvviizDoff/wxHTt2LNNamaren61bt670fNcGmXGhoFatWlk6oVLG9N25c4fMO+kQPB/6LAJnr7v/HBhe+k/wfDLvpBu+l1ZbfZaichtIn7lU7lO5DaTPXNJnOpXbQPrMpXJfyRRuVZX3dQBL6dGjR5nfnlfUl5iYyKFDhyrcl62tLR06dOCBBx4gOzubq1evGpZ16dIFZ2dntFot4eHhJCcnEx8fj7OzM1lZWfj6+nLr1i2aNGlCZmYmWq22wuf5c194eDj29vZ06tSJoKAgPvvsM2MPvUrmtlV3nydPniQkJIS8vDzWrFnDrl27aNWqFQcOHDC6OSMjAxcXlwqXq/jfhqOjI5MnT2bs2LGGGR7lLSuZSV7Re8nJyYmioiLmzJmDg4MD/fr1o0WLFvzf//1flQ3p6ekMHjyYt99+m/z8fD7//HOGDBnCtWulfzW8efNmJkyYYPSxGfP+dHFxKXPctU2dn0ji78nRE5w8QWN995/O9Uv/cbw3syyEEEIIIUTdZ+yASXm3w9y1axczZ85k165dBAcHc+bMGcP6eXl5bNu2jd69ezNgwADc3d05c+YMs2fPLnf/Go3G0NKiRQuysrIMgxwFBQVcuHCh1Iye/Px8ADIzM8vsq3HjxmzevJlr164xe/bsal2MsSrGtN3LfbZr145PP/2UcePGsW7dOmbMmMHPP//M8uXLjd6/u7t7uecJyn/9jx07xj//+U9GjBhR5b6rGrgyV1ZWFhcvXqzWsj+/l5o1a4ZGoykzOGPMTJD4+Hjs7e1Lfe3Jz8+PH374wbDOuXPn+PXXXxk5cmSZ7St6jxrz/szMzMTd3b3KxpokAxcKio2NtXRCpaTPdCq3gfSZS+U+ldtA+swlfaZTuQ2kz1wq95kyZb02lXf9h9rQqFEjzp8/T3FxcaXrubi4lLkd5siRI3nnnXcYOXIkUVFRtGvXzrD+G2+8wZYtW5g1axYXLlxgwYIFNGjQwLA8PT2dr776ivz8fPLz81m6dCne3t4EBgbi6urKgAEDeP3118nLy+Ptt9+mWbNmtGnTxrB9ZGQkRUVFfPjhhwClLpi4Z88erl27hkajwdrautzZEFevXqVFixbVno1hTNtf913y2hYXF5OXl0dRUZHh78XFxZXu08HBwbDf4uJibG1tsbGxoaioyOjmdu3aVXgNjvJe//Jm3FSksoGL6p7j8+fP88knn5CdnU1+fj7Lli3D1taWwMDACpe1atWq0veSh4cHvXv35u2336awsJDo6GgSEhLo2rVrlZ0tW7YkJyeH/fv3o9frOXXqFOfPny81s2zTpk089thjeHh4lDmev75Hb9++DRj3/jx//jzt27c36rzVFBm4UJA5F9OpDdJnOpXbQPrMpXKfym0gfeaSPtOp3AbSZy7V+0RZTz31FM7OzjRu3JgmTZpU+HXiim6HWZF58+Zx6NAhhgwZgrW1dZnlhYWFzJs3j3r16tGoUSOOHz/Ovn37sLG5e0nA//znP5w5cwYPDw8++eQTPv7441Lb5+fn06hRI44dO8bEiRNL/db61KlTPPjgg2i1Wv7973+zefPmcp//woULJn19uqq2iva9detWHB0dWbFiBdu2bcPR0ZGtW7catU+A559/nhUrVtCqVSteeeUVo3sfeughUlNTuX79epllxr7+1Z1xU9l5qIiVlRXvvvsuTZo0wcvLi0OHDrF//360Wm2ly6p6L23cuJGYmBjc3d2ZMmUKW7duLXWh0oo6S16LBQsW4OrqyqhRo3j33XcNA3TFxcVs27atwoty/vU9OnnyZKDq92deXh4///wz/fv3N+q81RS5OKcQQgghhBBCCe7u7hw5cqTM405OTqVmMezYsYP+/fszffp0xo0bZ5jBYmdnR2FhYZnt7ezsKn1eLy8vfvnllwqX+/r6Eh0dXeHyhQsXGj70Q+kZKytWrGDFihWVPr+pF440pq2ifYeGhhIaGmrSPgGaNGnC6dOnq9UKYG9vz8SJE/n444+ZNWtWqWXu7u4cPny4yq8Mubm5cejQIRwcHJg2bZphxk3Dhg05cOBAubecre45DgoKKvU1jBI6na7CZVD1eykgIMCk1wvuXpxz0KBB5S6ztrbm+vXrFc6W+ut7tERV78/9+/fTt29foy4eWpNkxoUQQgghhBBCaQ0aNKBBgwb06tWLn3/+mb59+5a5HSbc/RrCL7/8wrhx44iPj7dgsajMK6+8woYNGygoKDBp++rOuBGme/vttw13drEkmXEhhBBCCCGEUN6uXbsMf9fpdOXentHFxaXKmQLC8ho0aEBMTIzR6/91xs327durNeNGmO6nn36ydAIgMy6EEEIIIYQQwmSJiYlK33r37+CvM2769esnM26q4e/wHpUZF0IIIYQQQgghlPbnGTeAzLi5z9xXMy4iIiIIDg62dEaVzLnvcm2QPtOp3AbSZy6V+1RuA+kzl/SZTuU2kD5zqd4nhBDCOBq96jeRrgEajUb5e2fXdYmJiQQEBMDAcHysrDkS/QZ9e7/MNce/3FM4OxUOzuXSpUv4+/tbpFUIIYQQwhz5+fncuHEDX1/fKu+GAJCbm8utW7fw8/OrhTohhKg5Op2OK1eu4O3tXeXde8D0z+L31YwLIYQQQgghLK3k/7jn5ORQXFxs6RwhhDBJcXExOTk5wN2fazVJrnGhoNjYWKUvniJ9plO5DaTPXCr3qdwG0mcu6TOdym0gfeZStc/e3h5HR0dSU1PR6/VYW1uj0Whq/P/4V4der1eq56+kz3Qqt4H0mas2+vR6PTqdDp1Oh0ajwdXVFRubmh1akIELBcXFxSn5P7IlpM90KreB9JlL5T6V20D6zCV9plO5DaTPXKr2aTQanJyc8PLyoqCggKKiIvR6vVJfZc7Ly8PBwcHSGRWSPtOp3AbSZ67a6CsZaLW1tcXW1rZWBnJk4EIIIYQQQggL0Gg02NvbY29vb+mUMjQaDVqt1tIZFZI+06ncBtJnLtX7TCXXuBBCCCGEEEIIIYSyZOBCCCGEEEIIIYQQypKBCyGEEEIIIYQQQihLrnEhqi0zM5PExMRK10lOTq6dGCGEEEKIOkqv1xsuzqnT6ZS6OGd+fj46nc7SGRWSPtOp3AbSZ67a6NNoNFhZWWFjY4OdnZ1cnPN+FRQUZOmECqWlpTFt+v8jO+uOpVMqpPL5U7kNpM9cKvep3AbSZy7pM53KbSB95lK1T6/Xk52dTVpamtK3Qy0sLLR0RoWkz3Qqt4H0mas2+kruglRcXIxGo8HFxQV3d/ca/Rmm0as0tFtLNBqNUiPadUliYiIBAQEQPB8cPSteMe0inFgPA8PxsbLmSPQb9O39MtccPUqvl50KB+dy6dIl/P39a7RdCCGEEKIm5Ofnc+PGDXx9fbGyqvqb2Hl5eaSkpODl5YWDg4NR2wghhGqKi4vJzc3ljz/+wMfHB1tb2yq3MfWzuMy4EKZx9ATn+hUvz0mrvRYhhBBCiDpEr9ej0WhwcnKydIoQQpjM2toaJycn/vjjjxqfGCDDuwqKjY21dEKdpvL5U7kNpM9cKvep3AbSZy7pM53KbSB95lK5T/XZvyp/hx+kzxwqt8Hdvlu3bvHHH3/c0/1mZWVx48YNioqKzNpPXTh/f0cycKGguLg4SyfUaSqfP5XbQPrMpXKfym0gfeaSPtOp3AbSZy7V+4QQ5evSpQu9e/e+p/t888038fb25pdffrmn+xW1o04PXKSkpNC9e3d69+5Njx49OHv2rKWThBBCCCGEEEKIWuPg4GC4wO9bb71l6ZwaUacHLurXr8+xY8eIjo5m+fLlrFq1ytJJQgghhBBCCCHMkJiYeM9/KR0WFoZer6dz5873dL8qWLVqFdOmTbN0Ro2q0wMX1tbWhqswp6en06FDBwsXCSGEEEIIIYQoT1hYGF27diUwMJC+ffsybtw46tWrx9dffw3AnDlzDLcHbtu2baltL1++zIABA9BqtXh4ePDII4+Qn58P3P0sOHz4cNzd3XF1deXhhx/m2rVrAJw9e9YwG0Gj0XDq1CnDPiMiItBoNMyZMwdvb2/8/f1LLV+xYgX169ena9eujBo1Co1GQ2JiYpXHeeTIETp06ICDgwPe3t7Mnj3bsCw8PJzmzZvj4OCAr68vixcvBiAqKgoHBwdGjBhBQEAAr7zyCh4eHixduhSA4OBgtFotCxcuRKvV0rNnT8Mxzpw5k5EjR1bYs2bNGpo3b467uztDhgwxbAfw3nvv0bRpUxwcHGjZsiXbt28vtW1qaiqxsbFkZGRUedw1yeIDF2vXrqVz587Y29szdOjQUssKCwuZMWMGnp6eeHp68vzzz5e5mMq5c+fo3r07zz///D3/HpQQQgghhBBCiHvn9OnTdOzYkaNHj5KWloaDgwNbtmwB4PHHH+eNN97Aw8OjzHYLFy7kyJEjTJ8+nenTp5Oenk5hYSFw9/oVn332GSNHjmTmzJnY2dlx+/ZtALy9vQkPD6d///4VNu3bt4+RI0dy+fJlVq5cCcDx48dZtGgRPj4+PPTQQ3zyySdGH+OECRO4efMmCxYs4KmnnuLixYuGZV9//TUdO3Zk/vz5+Pr6snz5cg4dOgTcvbWylZUVV65cYf/+/bRp04b//ve/hm1zcnI4duwYISEhHDt2jPnz51fZsn37dmbNmkWbNm2YMWMG0dHRjBkzBoCEhARefPFFGjRowOLFi3n44YdJSEgotf3atWtp3bo1e/bsMfr4a4LFb4fq4+PDokWLOHz4MMnJyaWWLV++nGPHjhETEwPAwIEDWblyJa+++qphnTZt2vDjjz/y66+/MmXKFE6cOFGr/UIIIYQQQgghjOPj48OqVauIjIxk9uzZREREkJKSAkDv3r3p2bMn77//fpnt9Ho9tra2dOrUiUGDBhkGGEqWAbRv356nnnqKZcuWGZbVq1ePOXPmkJWVxTfffFNu0+zZs5k6dSo7d+7k0qVLAHz55ZcAfPDBB3Tv3p1z585x5MgRo45Rr9fj6upKr1696N69O3Z2doZlkZGRaLVabt68Sdu2bRkxYgS//vorXbp0Ae5+7eP48eMMHz4cf39/pk+fXmq/O3fuxNvbmx9++IHDhw9X2RIREYGrqytr1qzBxsaGtLQ01q9fT3JysuG8+fj48MQTT9C2bVs0Go1Rx1jbLD7jYtiwYQwdOpT69euXWbZx40YWLVqEt7c33t7eLFy4kA0bNhiWl0wNAnB3d//b3As7KCjI0gl1msrnT+U2kD5zqdynchtIn7mkz3Qqt4H0mUv1PiHuR1ZWVoav+1tbW2NtbW2YOVGZVatW8eijj/L0009Tr149RowYQXZ2NnD3KyYTJ05kwYIFNGzYkH79+nHjxg2jm+rVqwfcvchlSUvJYEpAQAAAzZs3N3p/O3bswNPTk379+lGvXj2WLFkCQFFRETNnzsTJyYkmTZowYsQI4O5MihIl56e8c2NnZ4e3tzcA/v7+pKamVtmSnJzMnTt3aNmyJQEBAaxfvx6ApKQkWrZsybp16zh//jzt27fH19eXvXv3ltq+5NogoaGhRh9/TbD4jIuK3L59m+TkZDp27Gh4rGPHjiQlJZGRkYGbmxunT59m3rx5WFlZodfrefvtt8vdV1hYmOG7QSU+//zzctcNCgqiVatWwN17f1d0G62aXK8u9N1rhw4domHDhvesT9Xz16pVK4u9btInfbKerCfrlb9eCemTPlPXs7e3p3nz5mRnZ6PRaLC1tcXe3h64+4u2v34oKygoAECn0xk+wOl0unKfs4Ql1pO+v29fyeO1/bwlv+H/c4der0ev11d5Ln18fPj000/Jz8/no48+4oUXXqBv375MmzYNd3d3IiIi+PDDDzlw4ADDhg1jzZo1vP766+U+d8lz/fmff33+kl+sX7hwgYYNG3LhwoUy21d0vD169OCHH37g9u3bzJw5k2XLljF69GguXLjAli1bGDBgABMmTCAhIYGwsLByn//P56TknwUFBSQnJ9OkSRMuX75M/fr1DctsbO5+tM/NzS3V17hxY1JSUvjoo49K7b9FixYUFxczdepUpk+fzqVLlxgyZAjTpk3jiSeeMKyXmppKamoq3t7ehq/w/Lm15DXMycmhoKCgyp9/ptLo//rusZCwsDB++eUXwwjPlStX8PPz49atW4Y3za1bt2jQoAFXrlyhSZMmJj+XRqMp8x+NME5iYuLdUceB4eBcdpaMwa14iH4dBobjY2XNkeg36Nv7Za45/uX7atmpcHAuly5dwt/fv0bbhRBCCCFqQn5+Pjdu3MDX19fwQaYyubm53Lp1Cz8/v1qoE0IdYWFhREREEBUVRUBAAEePHiUiIoLExESioqJ48803AVi5ciX29vbMnj0bNzc3Jk+ezLRp08jMzKR169b88ssvfPrpp3zwwQdMnTqV1157jf/973907NiRK1eu8NFHHzFv3jxef/11vvrqK86ePcuhQ4f45ptvePHFF2nSpAkjR47k22+/ZdKkSURGRjJixAj8/f3RarWcPXuW77//nl69etG+fXt69erF2rVrAYz63PLPf/6TBx98kMaNG/PZZ5/x888/Exsby5UrV+jfvz///Oc/GTRoEJ988glnz55lyZIlBAcH06dPHy5dukRwcDChoaH4+/szadIk9Ho9wcHBREdH06tXL5o1a0ZERAQTJkxg8+bNAFy/fp3GjRvj5+fH1KlTadSoEZMmTSIiIoJJkyYxZMgQunbtys2bNzl8+DBnz54lISGBkJAQ+vfvj7OzM+vXr0ej0XD9+vVSr9nSpUvZtGlTubMudDodV65cwdvbu9RXYipi6mdxi39VpCJarRag1NVLS/7u4uJikabaEhsba+mEOk3l86dyG0ifuVTuU7kNpM9c0mc6ldtA+sylcp/qv0Sr6jfrliZ9plO5be7cucydO5fbt29z48YN5s6dy4oVKwDo3Lkzp0+fZsWKFXz77beMGTOGCRMmANChQwcuXrzI6tWr2bVrFwMHDmTWrFkA7Ny5k7lz5xqub/Huu+8yd+7cUjMoytOzZ0/CwsK4evUqP/zwA0OGDDH6ODp37sy+fftYunQp169fZ8WKFQQFBdGvXz9mzJhBbGws69atY9SoUdU6P87OznTv3p3IyEh69uxZ6jof3t7eLFu2jMzMTBYsWMDq1asBmDhxImvWrOH8+fMsW7aMyMhIw/U0PDw88PHxYePGjaxcuRJPT08+/PDDajXVFmVnXAD4+vryzjvvMHz4cAB2797NrFmzSEpKMuu5VJ9x8fnnn1frP4zaVBdmXKh8/lRuA+kzl8p9KreB9JlL+kynchtIn7lqq8+UGRc3b96kadOmNd5mqj9/zUFF0mc6ldtArb7i4mKsra0BGD58OJ999hlZWVk4OzvXektwcDCnTp0iKyur0vVq+/zV1owLi1/joqioyPBHp9ORl5eHlZUVdnZ2TJo0iRUrVvDwww8Dd6cMPfvssyY/V0REBBEREfeoXAghhBBCCCHE31WXLl0YPHgw+fn57N+/ny5duuDo6GjprPuSxQculi9fXurCmY6OjvTu3ZuoqCgWL17MH3/8QevWrQEYO3YsCxYsMPm5QkNDCQ0NVfYWL0IIIYQQQggh1ODm5saaNWsA6N69e7m3aRW1w+IDF2FhYYSFhZW7zNbWlvfff1/eIEIIIYQQQgghatXRo0fLPGapa4RERUVZ5HlVocaXh2pJREQEwcHBls4QQgghhBBCCCGEke6rgYvQ0ND7fqRKCCGEEEIIIYSoS+6rgYu6IigoyNIJdZrK50/lNpA+c6ncp3IbSJ+5pM90KreB9JlL9T4hhBDGkYELBbVq1crSCXWayudP5TaQPnOp3KdyG0ifuaTPdCq3gfSZS+U+1S8Wr8rtKCsifaarbtvAgQPZvn17DdWUVZvn7scff6RPnz44OzuXuaRAXFwcjz7a6BUqAAAgAElEQVT6KO7u7vj7+5vU9/LLL/PBBx8YvX5UVBRBQUE4Ozvz5JNPkpmZWeU2hYWFjB8/nkaNGuHh4cHjjz9OUlKSYflLL72Er68vrq6u9OrVizNnzgB3b8s8dOhQGjVqVOpmGX+2bt065s2bZ3R/TVL3vyghhBBCCCGEEBZ18OBBxo4da+mMGuHg4MCUKVNYuHBhmWU2NjaMGjWKt99+26R9p6SksHPnTiZNmmTU+jk5OYSEhLB48WJSUlIoLi4ut+uviouLCQoK4vTp09y6dYtWrVoRGhpqWF6vXj2io6NJT09n+PDhDB06FICtW7fStWtXLl++zMmTJ0lISCiz72eeeYZt27Zx69Yt4w66Bt1XAxd15eKcsbGxlk6odcnJySQmJlb6Jy0tzah9qXz+VG4D6TOXyn0qt4H0mUv6TKdyG0ifuVTu0+v1lk6olKXunGAs6TOdsW0bNmxAq9VibW1NREREqWWhoaFMmTKF7t274+rqyuTJk8tsP2HCBCZMmFBjffdCp06dGD16ND4+PmWWNW/enNDQUJo1a1bqcWP7Nm/ezODBg7G3tzdq/aNHj+Lu7s64cePQarW8/PLL7Ny5s8rtHBwcWLRoET4+PtjY2DBx4kROnTplWL5o0SKaNWuGlZUVzzzzDBcvXiQtLQ29Xm+YPaLX6w0/k1JTUw3b2tvbM3DgQLZu3WrUMdSk+2rgoq5cnDMuLs7SCbWnIAc0VvTs2ZOAgIBK//gHNDdq8ELl86dyG0ifuVTuU7kNpM9c0mc6ldtA+sylep8QKnvmmWfIysqiZ8+e5S7/+uuv2bVrF2fPnmXnzp2cPn261PKkpKRSX1m43xw8eJDevXsbvX5cXBxt2rQhOjqacePG0aZNG27dusXt27er9bwnT56kQ4cOFS5r0qQJnp6ejB8/nh9//BE/Pz+6du2KTqfjueee49VXXy01OBMcHMyXX35ZrYaaYGPpAHGfK8oDvQ6C54OjZ8Xr5aaRGfU6d+7cwdOzkvWEEEIIIYQQNW7IkCH4+voC0K5dO+Lj4+nUqZNheV34hXFNOnPmDIGBgUavn52djYuLCzdv3iQmJgZXV1cAsrKy8PDwMGofKSkphIWFlTtDIicnhxdeeIGVK1cC4OTkxL59+zhx4gTr169n48aNhpkbf9a6dWt+++03o4+jptxXMy6Ewhw9wbl+xX8qG9QQQgghhBBC1Ko//zLRzs6OvLw8C9aoJyMjAxcXF6PXd3Z2Jisri5CQEP73v/8ZLsyp1WqN2j4nJ4cnnniC2bNnl7k8QnFxMaNHj+aRRx5h/PjxAKSnpzN69GiOHDnCmjVrSElJoVOnToSFhZXa1sXFhfT0dKOPo6bcVwMXdeUaF0IIIYQQQggh6i53d3ej7gpSIjAwkHPnzhn+/dy5c3h5eRk126KoqIiQkBB69OjBCy+8UGb5c889h52dHW+99ZbhMTc3NzZt2sT8+fM5efIkjo6OXL58mVOnTnHhwgXDepmZmbi7uxt9HDXlvhq4qCvXuBBCCCGEEEKIumzs2LHK341Ep9ORl5dHYWGh4e9FRUXA3QtW5uXlUVBQYPh7YWGh0ftu165dta6z07dvX27fvs2OHTvIzs4mPDyckSNHllrnxIkTtGjRghMnTpR6/Nlnn8Xd3Z0333yzzH5fffVV4uPj2bZtW6lbuWo0GhwcHIC7MzJsbW2xtrbG2tq61HGeP3+e9u3bG30cNeW+GrgQQgghhBBCCFG1Dh06oNVq+f7775k2bRpardZwfQRjXL16latXr9Zgofm+++47HB0dmTJlCt9//z2Ojo4sX74cgMuXL+Po6Mi//vUvkpKScHR0LPfuKRUZOHAg0dHRRq/v5OREZGQkYWFheHl5AbBixYpS6+Tm5nLhwgVyc3MNj12+fJnNmzezZ88eXFxccHV1RavVGi6M+tprr3H8+HHq1auHVqs1vKZ/NmDAAK5fv46XlxeBgYG0atXKsCwqKopBgwYZfRw1RS7OqaCgoCBLJ9RpKp8/ldtA+sylcp/KbSB95pI+06ncBtJnLtX7hFDZr7/+WuGyv94etbxZ7XVhpntwcHCFtyb29/cvd5mxt0OdOHEinTt3Jj8/3+hbogYHBxMfH1+t3qZNm5Z6TKfTlZpZYcytl62trYmMjCzzeH5+PgcPHqzWgFVNkRkXCvrzCJeoPpXPn8ptIH3mUrlP5TaQPnNJn+lUbgPpM5fKfRqNxtIJlfrzBx8VSZ/pVG6Dv09fgwYNGD16NBs3bqzhotLu5fnbsGEDY8eONcwAsSSZcSGEEEIIIYQQQtxjq1evtnSCWZ577jlLJxioPZx1j9WVu4rExsZaOqFOU/n8qdwG0mculftUbgPpM5f0mU7lNpA+c6ncZ8z0bUsydjq8pUif6VRuA+kzl+p9prqvBi7qyl1FqnP1WVGWyudP5TaQPnOp3KdyG0ifuaTPdCq3gfSZS/U+IYQQxrmvBi6EEEIIIYQQQpgvKioKf39/S2eY5ccff6RPnz44OzuXmZkfFhaGra2t4U4czZs3r/b+X375ZT744AOj14+KiiIoKAhnZ2eefPJJMjMzjdquf//+eHl54eHhQf/+/UsN2mZkZDB06FCcnZ0JCgriu+++A+7eoWTo0KE0atSIpUuXlrvfdevWMW/ePKP7a5IMXAghhBBCCCGEuO84ODgwZcoUFi5cWO7ysWPHkpWVRVZWFhcuXKjWvlNSUti5cyeTJk0yav2cnBxCQkJYvHgxKSkpFBcXV9j1V6tXr+bq1aukpaUREhLCuHHjDMvmz5+PTqcjJSWFxYsXExISQm5uLlu3bqVr165cvnyZkydPkpCQUGa/zzzzDNu2bePWrVvGHXQNkoELIYQQQgghhLgPxcTE0K1bN9zc3OjWrRsxMTGGZcHBwaVue+rv72/42r27uzsDBw4kKSnJMCPhwIEDpfY9YcIEJkyYUBuHYbJOnToxevRofHx87vm+N2/ezODBg42+FerRo0dxd3dn3LhxaLVaXn75ZXbu3GnUtp06dcLOzg6dTkdxcTHnz583LIuMjOSVV15Bq9Uybtw4XF1dOXr0KHq93nAHEr1eb7juTmpqqmFbe3t7Bg4cyNatW4097BojAxdCCCGEEEIIcZ/R6/WMGjWKESNGkJqayrBhwxg1apRRF45NT0/n4MGD+Pn5GWYkDB48uNQ6SUlJJCUl1VR+rdi7dy+enp488MADfPnll9Xa9uDBg/Tu3dvo9ePi4mjTpg3R0dGMGzeONm3acOvWLW7fvm3U9oMHD8bBwYEZM2Ywbdo0ANLS0khNTSUoKIj+/fvz+++/07p1a+Li4hg/fjw//vgjfn5+dO3aFZ1Ox3PPPcerr75a6gKfwcHB1T72miADF0IIIYQQQghxn7l48SIJCQm88MIL2Nra8uKLL/L777+TmJh4T/YfFRVVJ26MUJGnnnqKuLg4UlJSmDdvHiEhIeV+naIiZ86cITAw0Oj1s7OzcXFx4ebNm8TExODq6gpAVlaWUdsfOHCAO3fusG7dOgYNGmTYJ9z9SkxMTAy3b9/G1dWVrKwsnJyc2LdvH/v27ePSpUts3LiRRYsWsW7dOsNMDIDWrVvz22+/GX0cNeW+GrioK7dDDQoKsnRCnaby+VO5DaTPXCr3qdwG0mcu6TOdym0gfeZSvU8IS7p58yaenp7Y2toCYGdnh6enJykpKRYuU0ObNm1o2LAhtra2jBw5kl69enHo0CGjt8/IyMDFxcXo9Z2dncnKyiIkJIT//e9/hgtzarVao/fh6OjI5MmTGTt2LGlpaTg7OwNQVFTEtWvX6Nq1K5mZmWi1WtLT0xk9ejRHjhxhzZo1pKSk0KlTJ8LCwkrt08XFhfT0dKMbasp9NXBRV26H2qpVK0sn1Gkqnz+V20D6zKVyn8ptIH3mkj7TqdwG0mculfs0Go2lEyr159+4qkj6TFfS1qBBA9LS0igsLASgsLCQtLQ0GjRoANz9LX1RUZFhuzt37pS7n5rqU421tTVgfJ+7u7vRdwUBCAwM5Ny5c4Z/P3funOFOIdVhZWVFVlYWFy9exNPTk/r165fZb1BQEG5ubmzatIn58+dz8uRJHB0duXz5MqdOnSp1IdLMzEzc3d2r1VAT1HxXCCGEEEIIIYSoMc2aNaNZs2a89957FBYW8s4779C8eXMCAgIAaNGiBf/3f/8HwJEjR8pca6FRo0akpKRUeMeJsWPHMnbs2Jo9CDPpdDry8vIoLCw0/L1ksGbv3r1kZGSg0+n44osviI6Opn///kbvu127dqVuS1qVvn37cvv2bXbs2EF2djbh4eGMHDmy1DonTpygRYsWnDhxwvDY+fPn+eSTT8jOziY/P59ly5Zha2trGLgNCQnhjTfeIDs7mx07dnDnzh369OmDRqPBwcEBgOLiYmxtbbG2tsba2towmFWy//bt2xt9HDVFBi4UFBsba+mEOk3l86dyG0ifuVTuU7kNpM9c0mc6ldtA+sylcp8xF0C0pD9fnE9F0me6kjaNRsPOnTuJjIykfv36fPrpp+zcudMwG+ill17ip59+olu3bhw+fBg/P79S+wkMDOTpp5+mbdu2NGnShK+//rrU8qtXr3L16lWT+2rDd999h6OjI1OmTOH777/H0dGR5cuXA7B9+3b8/Pxwc3Nj0aJFfPLJJ7Rs2dLovoEDBxIdHW10i5OTE5GRkYSFheHl5QXAihUrSq2Tm5vLhQsXyM3NNTxmZWXFu+++S5MmTfDy8uLQoUPs37/f8BWT119/HQAvLy/CwsKIjIzE0dGx1H4HDBjA9evX8fLyIjAwsNRstaioKMM1MyzJxtIBoqy4uDilpzaqTuXzp3IbSJ+5VO5TuQ2kz1zSZzqV20D6zKV6nxCW1q5dO44fP17usubNm3PmzBnDv69cubLMOu+//z7vv/9+udvXha/oBwcHVziIGBkZada+J06cSOfOncnPzzf6lqjBwcHEx8dXuvyvvUFBQfzwww+Gf9fpdKW+zuLm5sbevXsrfV5ra+tyjzc/P5+DBw+W+9rXNplxIYQQQgghhBBC3EMNGjRg9OjRbNy40dIpJtuwYQNjx441zACxJJlxIYQQQgghhBBC3GOrV6+2dIJZnnvuOUsnGMiMCyGEEEIIIYQQQihLBi6EEEIIIYQQQgihrPtq4CIiIoLg4GBLZwghhBBCCCGEEMJI99XARWhoaJ24um1QUJClE+o0lc+fym0gfeZSuU/lNpA+c0mf6VRuA+kzl8p9er2ewsJCS2cIIYTJavPnmFycU0Fy2y7zqHz+VG4D6TOXyn0qt4H0mUv6TKdyG0ifuVTts7e3x8HBgWvXrmFtbY2trS0ajQaNRmPpNCGEqJJerzcMWhQXF+Po6IitrW2NPqcMXAghhBBCCFGLrKysaNiwIYWFhRQUFFBYWGj4ICCEEKrTaDRYWVnh7OyMvb09NjY2NT7wKgMXCoqNjVX2NwR1gcrnT+U2kD5zqdynchtIn7mkz3Qqt4H0mUvlvoKCAuzt7bGzs7N0Srny8/Oxt7e3dEaFpM90KreB9JlL9T5T3VfXuKgr4uLiLJ1Qp6l8/lRuA+kzl8p9KreB9JlL+kynchtIn7lU7lP9+hbSZx6V+1RuA+kzl+p9ppKBCyGEEEIIIYQQQihLBi6EEEIIIYQQQgihLLnGhRBCCCGEEBZQclX+oqIi5S7OmZeXZ+mESkmf6VRuA+kzV230ldwFydbWtlYuzAkycCGEEEIIIUSt0uv1ZGVlkZaWhl6vx8rKSrnboer1evLz8y2dUSHpM53KbSB95qqNPr1ej06nM/z8cnFxwc3NrUZ/hsnAhRBCCCGEELUoPz+fvLw8vLy8DLcSVI1Op8PKSt1vlUuf6VRuA+kzV2316fV6iouLyc3NJS0tDWdnZ2xtbWvs+dQ94/exoKAgSyfUaSqfP5XbQPrMpXKfym0gfeaSPtOp3AbSZy5V+/R6PRqNBmdnZyUHLYQQlpWWlsbNmzctnVEpjUaDjY0Nzs7OADX+VTcZuFCQqvcbrytUPn8qt4H0mUvlPpXbQPrMJX2mU7kNpM9cKvep9LWQ8qj8G2WQPnOo3AbSBzBs2DCaNWtm0raqnz9T/T2PqgIREREEBwdbOkMIIYQQQgghLM7BwcFwfZU333zT0jlVevPNN9FoNERFRVVru1OnTqHRaAgLC6uRrtqye/duNBoNERERZZbdi2McPHiwsoOq99XARWhoaLXf5JYQGxtr6YQ6TeXzp3IbSJ+5VO5TuQ2kz1zSZzqV20D6zKVyn0p3ECmPTqezdEKlpM90f25btWoV06ZNs2BNWSqfO6idvqioKLKyskzaVvWfLaa6rwYu6oq4uDhLJ9RpKp8/ldtA+sylcp/KbSB95pI+06ncBtJnLtX7hPirI0eO0KFDBxwcHPD29mb27NmGZeHh4TRv3hwHBwd8fX1ZvHgxcPdDroODAyNGjCAgIIBXXnkFDw8Pli5dCkBwcDBarZaFCxei1Wrp3bs3165dA2DmzJmMHDmywp41a9bQvHlz3N3dGTJkiGE7gPfee4+mTZvi4OBAy5Yt2b59u1HHqNFoGDBgAI888giurq6GToCUlBSGDx+Ou7s7gYGBbN68GYDExEQ0Gg1z584FoE+fPkbPLvD396dLly4ALF26FI1GU2oWfsn5Wb58Oe7u7nh4eHDq1CnS09N54oknqF+/Ps7Ozjz44IOGX4KX9IwdO5YHHngADw8PPvroI8M+K3odIyIiaNasGd27d6dDhw48//zzeHh4sGHDBgDWrl1rmAGj1WrLnLeQkBAAJk2ahEajITQ0tMwxLlu2rMwxVvQ6FhYWMnnyZNzc3HjsscfKvZVqamoqsbGxZGRkVHmua5IMXAghhBBCCCGEAiZMmMDNmzdZsGABTz31FBcvXjQs+/rrr+nYsSPz58/H19eX5cuXc+jQIeDunWqsrKy4cuUK+/fvp02bNvz3v/81bJuTk8OxY8cICQnh2LFjzJ8/v8qW7du3M2vWLNq0acOMGTOIjo5mzJgxACQkJPDiiy/SoEEDFi9ezMMPP0xCQoLRx3n06FE6dOiAu7s7r732Grdv3wZgzJgxfPHFFzz77LN4eHgQGhrKsWPH8PT0JDw8nMGDBwMwbdo0wsPDGTBgQJXPtXDhQl588UUA+vfvT3h4ONOnTy+1Tk5ODhs2bOD//b//x7Bhw8jPzyc9PZ2TJ08ycuRIZs+ezYULFxg7dmyp7T7//HMGDhyIXq/nlVdeMTxe2et46dIl/P39+e233zh9+jTe3t5s3LgRgB49ehAeHl7u9S3Cw8OZMGECACNHjiQ8PJxRo0aVOcZHHnmk1DFW9jpu27aNjz76iI4dO9KgQQOOHDlS5nnXrl1L69at2bNnT5XnuibJZYyFEEIIIYQQQgF6vR5XV1d69epF9+7dsbOzMyyLjIxEq9Vy8+ZN2rZty4gRI/j1118Nv2lftWoVx48fZ/jw4fj7+5f6cK7X69m5cyfe3t788MMPHD58uMqWiIgIXF1dWbNmDTY2NqSlpbF+/XqSk5MNX0fw8fHhiSeeoG3bttW6NkLnzp156623sLW1ZfXq1SQlJZGTk8ORI0eYNGkSb775JleuXMHPz4/Nmzfz4YcfMmfOHAAOHDjAyJEjjb524eTJkzl16hTvvvsu3bt3N+znz/R6Pd988w0tWrQwPJafn8+FCxcoLi4mLS2N33//nZ07d3Lr1i3DOo8//jgrV67k4sWL7Nq1i4yMDNzc3Cp9HQE2b97Mxx9/zNNPP01iYiK7du0CoGPHjnTs2JEDBw6QkpJSaps5c+awe/dutmzZwqOPPmqYbVHVMVb2Opa8D0reGz/++CPx8fFGndfaJjMuhBBCCCGEEEIBO3bswNPTk379+lGvXj2WLFkCQFFRETNnzsTJyYkmTZowYsQI4O5MgRJWVlZYWVlhbW2NtbU1hYWFhmV2dnZ4e3sD0LRpU1JTU6tsSU5O5s6dO7Rs2ZKAgADWr18PQFJSEi1btmTdunWcP3+e9u3b4+vry969e40+znr16gF3Lw4Kd7+ykJycDEDz5s0B8PX1xdbWlqtXrxq9X1M5OjqWGrQAiI+Pp2vXrri6uuLv78/OnTuB0ue8vOOAil/HEra2tgDlvlb3WmWvY2pqapn3xl+FhYWh1+tLDZRYggxcCCGEEEIIIYQCevXqxU8//URqaipPPvkky5YtIzY2lm+++YYtW7bQr18/duzYYbguhLEXYiwoKDBc1yApKYn69esblpXMBsjNzS21TePGjfHw8GDPnj2l/gQGBqLX65k+fTrx8fFcvHgRT09Psy/y2bhxYwDD1yquXLlCYWEhPj4+hnVKbvVZ3QtkVrVdebcQXb58OTExMbz22mvs3r3bMMPDmHNe0etYEWNfx8qOo6Jllb2O9evXL/XeuHz5cpn9qnKNC/mqiBBCCCGEEEIooFu3bjz44IM0btyYc+fOAXcvyljyG/qMjAwSEhKIjIys9r5Hjx5Ns2bNiI+PN1wrASAgIACNRsOGDRuwsbGhUaNGTJo0iXHjxvHtt98SERFB165duXnzJocPH+bs2bMkJCQQEhJC//79cXZ25ubNm2bfRrNJkyYEBwezbds2PD09OXbsGADjx483rFMyiLF27VqSkpIMX62oSsmMgs8++wx/f398fHx49NFHK92m5Jxfu3aNjIwMTpw4YfSxVPQ6VuXDDz8kIyPDMGhTcovakq9+lBz/5s2b0Wg0tGzZkh49epQ6xj179hAQEGA4xspex759+7Jjxw7De+P3338v07R27VqWLl3Kpk2bLDrrQmZcKCgoKMjSCXWayudP5TaQPnOp3KdyG0ifuaTPdCq3gfSZS/U+If6qc+fO7Nu3j6VLl3L9+nVWrFhBUFAQ/fr1Y8aMGcTGxrJu3TrDRRmN5ezsTPfu3YmMjKRnz56sXLnSsMzb25tly5aRmZnJggULWL16NQATJ05kzZo1nD9/nmXLlhEZGWm4noaHhwc+Pj5s3LiRlStX4unpyYcffmj28e/YsYNHH32U//73v6SmprJhwwZ69+5tWP7EE0/w2GOPcfjwYSZNmmT011O8vb2ZN28eN2/e5Nlnn2XVqlVVbhMWFka3bt3YtGkTp06d4sknnzT6OCp6HauyYsUK5s6dy8WLFykoKGDu3LmGO6kAPPTQQ0yYMIHffvuNp59+utSdTCo6xspex/HjxzNx4kROnz7N9evX6dOnj9HHWNs0+r/rjV4rodFo/rb3t61piYmJBAQEwMBwcK5f8Yq34iH6dRgYjo+VNUei36Bv75e55uhR4XqV7i87FQ7ONVyFVwghhBBCFfn5+dy4cQNfX99yp5z/VW5uLrdu3cLPz68W6sT9Ljg4mFOnTpGVlWXpFPE3pNPpuHLlCt7e3mUuQloeUz+Ly4wLIYQQQgghhBBCKKvaAxetW7dm1apVXLlypSZ6BFR64RZRNZXPn8ptIH3mUrlP5TaQPnNJn+lUbgPpM5fKfarP/q3uxQ9rm/SZTuU2kD5zqd5nqmoPXCxbtoyTJ0/SqlUr+vbty6ZNm2Ta0T0WFxdn6YQ6TeXzp3IbSJ+5VO5TuQ2kz1zSZzqV20D6zKV6nxC1ISoqSj6viTqv2gMXISEhfPrpp1y/fp0JEyawa9cuGjduzFNPPcW+ffsoLi6uiU4hhBBCCCGEEELch0y+xoWrqyuDBw9m8ODBNG7cmMOHDzN37lx8fX354osv7mWjEEIIIYQQQggh7lPVHrjIyclhx44dDBo0iKZNm3Lo0CGWLl3KjRs3iIuLY926dcyYMaMmWsv46aef6NatG7179+axxx4jPT29Vp5XCCGEEEIIIYQQtaPaAxcNGjTgrbfeYsCAASQmJrJv3z5CQkIMtz4ZOnQorq6u9zy0PE2bNuXbb78lOjqaxx9/nPfff79WnlcIIYQQQggh6oqwsDBCQ0OrvV1UVBT+/v7V2mb27NlotVqsrKyIioqq9nOqprCwkNatWxMcHFztbdetW8e8efOMXv/MmTN06tQJJycn+vTpw9WrV6v1fAkJCTg5OREWFmZ4rLCwkGeeeQYXFxf8/PzYvXs3cPcCwc8++ywNGzZk6tSp5V4w+Msvv2TUqFHVaqgp1R64OH78OD///DMzZ87Ey8ur3HV+/fVXs8OM4ePjg5OTEwA2NjbY2NjUyvMKIYQQQgghhCjrrbfeIisrCz8/P0un3BNvv/02Li4u1d6uoKCA119/nZdeesnobUaNGkVISAh//PEHrVu3Zvr06dV6zpdeeol//OMfpR5bs2YNv/32G0lJSURERDBp0iSuXbvGN998g7W1tWFw5Ntvvy2zv0GDBhETE8Nvv/1WrY6aUO2Bi6CgIPLy8ko9lpeXR2FhoUkBa9eupXPnztjb2zN06NBSywoLC5kxYwaenp54enry/PPPU1RUVGYff/zxB+vWreOZZ54xqUE1QUFBlk6o01Q+fyq3gfSZS+U+ldtA+swlfaZTuQ2kz1yq9wlR03766Se0Wi0rV65k+/btaLVaXF1dycjIACA5OZl//etfuLu70759e77//nvDtu7u7gwcOJCkpCS0Wi1arZYDBw4AcOLECR566CHc3NwICAhg5cqV1brF79q1a2nVqtW9PdgakJyczKeffsqUKVOqve3evXtp164dDRs2NGr9mJgYLl++zKxZs3B0dGTBggUcPHiQzMxMo7bfs2cP3t7etG3bttTjkZGRzJw5Ew8PD/r27ctDDz3E3r170ev1WFmVHQ5IS0sr9VqOGjWKjz76yKiGmlTtgYvhw4cb3rAlDh48yLBhw0wK8PHxYdGiRUyePLnMsuXLl3Ps2DFiYmKIiYnh+++/Z+XKlaXWycnJISQkhLVr11K/fn2TGlRTF/4jVpnK50/lNpA+c6ncp3IbSJ+5pM90KreB9JlL5T6NRmPphEqV94FGJcQRj3UAACAASURBVNJnnG7dupGVlcWCBQsYO3YsWVlZZGVl4ebmBsDUqVNp3bo1N2/eZOHChQwfPpycnBwA0tPTOXjwIH5+fobtBg8eDNz9BfNrr73GrVu3OHLkCO+88w5ffvml0V2pqakV3q5YlXMHMGvWLJYuXVpqZr+xfQcPHqR3795GP1dcXBzNmzcnMTGRf/3rX3h7e+Po6EhCQkKV2+bm5vLqq6/y2muvlfnZEhcXR5s2bRg9ejTHjh2jTZs2xMXFMWDAAPLz8/Hx8QEgMDCQuXPnMmvWrFKDJcHBwdV6bWtKtd8Vx44dY8iQIaUee+yxxzh27JhJAcOGDWPo0KHlDjps3LiRRYsW4e3tjbe3NwsXLmTDhg2G5UVFRYwaNYrnn3+e7t27m/T8QgghhBBCCHG/KSws5KuvvmLOnDnY2dkxcuRItFotJ06cqHLbHj16MGDAAOzs7AgICCA4OLhaXycICwur1gwNS/j222+5c+cOAwcONGn7M2fOEBgYaPT62dnZuLi4cPv2bc6ePUtRURGurq5kZWVVue2KFSsYO3ZsubM7SvZ77tw5UlJSDPvUaDRs3LiR6OhorKyseOONN5gyZQoRERGlrlnZunVrLly4YBjQspRqD1w4OzuTnZ1d6rHMzEycnZ3vWRTA7du3SU5OpmPHjobHOnbsSFJSkmFq08cff8x3333Hu+++S3BwMOHh4fe0wVJiY2MtnVCnqXz+VG4D6TOXyn0qt4H0mUv6TKdyG0ifuVTuU/1Dm06ns3RCpaTPdCVtqamp6HS6Uh92GzVqREpKSpX7iIuLY+DAgTRo0AB3d3f27t1LQUHBPe2zpOLiYl588UXeeuutMsuM7cvIyKjWtTGcnZ3Jysrin//8J1evXsXe3p7MzEy0Wm2l2128eNHwdRAo+7OlZL+//vorw4cPN+xTp9MxadIktm7dypIlS3B1daVHjx5lvhZTcgyWvoNnta9mOXDgQCZPnsz7779PgwYNuH79OjNmzGDQoEH3NKxkZMnd3d3wWMnfMzMzcXNzY/z48YwfP77KfYWFhbF06dJSj33++eflrhsUFGSYVhgbG1vhFKaaXC8uLs4iz2vsepZ06NChckcS68r5K1kufdJX231xcXG0atXKYj83pE/6VO0DLPpzQ/r+Hn329vY0b96c7OxsNBoNtra22NvbA5Cfn1/mWnAlH/B0Op1h2nlVH4YssZ70/X36NBoNer3e8O86nQ5PT0+srKxISUkxfF3gxo0b1K9fv8L9lzw+ffp0unbtymeffYa9vT3Dhw8vtU3JsRcXF5e7r6qOo+RxS52/zMxMYmJiylwvolGjRly7ds2oPnd3dzIyMox+H7Ro0YKEhAQKCgqwsbHh6tWr5OTk0KxZszLb/Xl/v/zyC/Hx8Tg6OpZa5/z58+zatYvAwEDOnj1L+/btgbvX0njyySeBu9caKfk6ypkzZ7h8+TIvvPAChw8fpm/fvgCGSQP/n707j4uy3P8//h4EFUUF1BTFLVRw13JByxj1mFqp5dZiGnnMzDS1ct+wo2haHjVb/LnhMc3SjuJWVipWx4VMEcRARQlRcQMUEGS7fn/wnUkUEO6b4f4Q7+fjwSObuZl5zdxzMXDNvdy7Fcb961ophTt37iA9Pf2hP/80U0WUmJionnvuOWUymZSjo6Oys7NTzz33nEpISCjqTeUyZ84c1b9/f+v/x8fHKwDq3Llz1svOnj2rAKjExERd96XhYZeo7du3G52QrwsXLigACn0WKwxal/+XzzTrcnWeXaIinGqrOs8uKXC5Am+vz2IFQF24cOGhjZKfP8ltSrFPL8l9ktuUYp9e7NNOcptS7NOrpPrS0tJUdHS0ysrKKtTyd+7cUdHR0Tau0qewj8Uo7CualStXqo4dO6rMzMxcbb1791bjx49X6enpavPmzapGjRoqOTnZen1kZKSqWLGiunbtWq7ba9++vfroo4+UUkr973//U05OTmrOnDm5lunWrZuaN29enj3Lli1THh4eeV4n7blTSql169YpHx8fpVTh+15//XW1YMGCIt1P8+bN1YIFC9SdO3fU22+/rZ577rlc18fGxioPDw/17bff5nsbw4cPz7UuPvzwQ9WhQweVkJCgDhw4oKpUqaIuXbqU63tOnz6t+vfvrzIyMtTbb7+tvvvuO+t1v/76a77rSqmc5yM6OlrdvXu3UI9R69/iRd5VpFq1ati5cycuX76MgwcP4tKlS9i5c2euLSOKg4uLC9zd3RESEmK9LCQkBPXq1bMeTIaIiIiIiIgKNmTIEFSuXBl169ZF/fr1cfv2bQDAypUrER4ejpo1a2LevHnYsmVLrkMANG3aFCNGjEDLli3h7u6OvXv3AgAWL16MlStXokqVKli0aBF69er1wH3Onz8f69atQ+XKlTFjxoxc18XHxyMqKsqGj9h4ffr0wcGDB4v0PZs3b8bXX38NV1dXnDp1Cl988UWu6zMyMhAVFWVdf4UxceJEtGzZEvXq1cOwYcOwdu1a6xY2Fs2aNUODBg1Qs2ZNxMfH4+mnn7ZeFxQUVOx7V2hR5F1FLGrXro3atWvrDsjMzLR+ZWdnIy0tDXZ2dihfvjxef/11zJ8/H0888QQAwN/fHyNHjtR8XwEBAQgICNDdTEREREREVFo4Oztj//79AHLvwlK/fn38+OOPBX7vp59+ik8//TTXZWazGWfOnCnw+zp37pzvGTH8/Pzg5+dXyHrj+fr6wtfXt0jf079/f7z33nu4evVqoU+J2qpVK5w4cSLf6xs2bPjQ4+OsW7cu15lPHBwcsHbtWqxdu7bA71u2bBmWLVv2wOWbN2/Gxo0bH1Jue0WeuMjOzsauXbsQGRmJ1NTUXNfNnj27yAHz5s3LdfwJR0dH+Pj4ICgoCLNmzcLNmzfRrFkzAMDQoUMxffr0It+HheUFJ/30U0RERERERFR6lS9fHtOmTcOSJUvw4YcfGp2jyZ49e9C8eXPr8TGMVOSJi5dffhn79+9Hhw4drAfdALSfi7qg2TYHB4c8Z/iIiIiIiIiIJHvrrbeMTtDlmWeeEbGbCKBh4uK7775DZGQk3NzcbNFDyDliNWkn+fmT3AawTy/JfZLbAPbpxT7tJLcB7NNLeh8RERVOkScumjdvnmufmdKktBzjQsJpR6WKjY196DKPPPJICZRoI33dsk8fyX2S2wD26cU+7SS3AezTS3Kf9F2Xpf++zz7tJLcB7NNLep9WRX5U3t7eMJvN8PPzw/Lly3N9Sefr64ugoCCjM0iL9DuAyQ5du3ZFo0aNCvxq2MgD8fHxRhcTERERkQBms/mhH16OHj0a/v7+uS4bPHgwnJycYDKZEB0dbbtA4fQ+/qCgIDRs2LDYekrSN998g/r166NKlSoYOXIkMjMzi/T9p06dQpcuXQq9/K1bt/D888+jcuXK8PT0xM8//1zo7502bRpcXFxQq1YtrFixItd1y5cvR61ateDq6prrDC8rV65EnTp10KNHD1y/fv2B27x+/TqaN2+Ou3fvFrrDVoo8cXHy5EnUrl0bBw8exLZt26xf27dvt0VfmRQREWF0gjyZaYDKBszTgD6L8/8yT0PS7cQinSKoJElft+zTR3Kf5DaAfXqxTzvJbQD79JLc97AzAxgtOzvb6IQCFXffF1988cBJALZs2YLk5GRNtyf5+ZPcBsjpi42NxYgRIxAQEICYmBicPHkSy5cvL1Lf7Nmz8f777xd6+WnTpiE7OxtXr17FrFmzMHjw4AdOiJGXb775Bl999RXCwsLw448/YtasWfj9998BAMHBwZgzZw727duH0NBQbNy4Ef/973+RkpKCtWvX4syZMxgxYkSeZxSpWbMmunfvjlWrVhX6MdhKkScuDhw4kOeX5fQ6pF9kZKTRCXI5ugKVa+T/5ehqdGGBpK9b9ukjuU9yG8A+vdinneQ2gH16Se+j4uHu7v7AJNXdu3dRsWJFJCUlAQDCw8PRunVrVKtWLdcZDX/66Sc4OTnBwcGhyKfn3LRpE5o1awZXV1e89NJLhf7gLCUlBWPGjEHdunVRo0YNjBs3znrdzz//jNatW8PZ2Rm9evXKtZt0w4YNMXfuXHh4eKB69epYvXq19Tqz2YxJkybl+RgzMzMxffp01K9fH25ubpg7d26uibMTJ07gqaeegrOzMzw9PfHdd98BAPr27QsnJycAQIsWLeDk5IQpU6bkeu7atWsHFxcX9O7dG1euXMn13Fju79tvv33gOQgODoaXlxeCg4ML9ZwZITAwEJ07d0b37t3h4uKC8ePHY/PmzYX+/suXL+Pnn3/Gc889V+jv2bJlC6ZMmQInJye8+uqrqFq1Kg4cOFCo73vjjTfg7u6Oli1bYuDAgfj666+t1w0aNAgtW7aEu7s7Ro4caX0cJpMJJpMp1+shIyMj12v55Zdfxv/7f/+v0I/BVjTtAKOUQmhoKL7//nsAOYMhKyurWMNsISAgAGaz2egMIiIiIiIqJp06dbJ+umwRFhaGJk2aoEqVKgCA/fv34+DBg9i/fz/mzZuHa9euAQD+8Y9/IDk5GUOHDi3SfR46dAjjxo3Dpk2bEBcXh0qVKmHmzJmF+t4JEyYgJiYGoaGhiImJwZNPPgkAuHPnDgYNGoTZs2fj2rVraNq0Kd58881c3xscHIxTp05h9erVmDRpUq5P//N7jIsWLcK+fftw7NgxhIWFITAwENu2bQOQs2tCr1698Nprr+H69evYu3cvKlasCADYuXOndYuT8PBwJCcnW0/reeHCBbzwwgtYtGgRrl+/jk6dOllbL126hFGjRmHr1q2IjIx8YN1YHmtkZCTu3LlT6Oe8pEVGRqJ58+b46quvMGnSJDRv3rxIk6E//vgjOnTogPLlyxdq+fj4eNy4cQOenp7o2bMnzp49i2bNmhXqPi2t7777Lr755ptcrZbrPv74YyxdutR6XeXKlTF8+HA0btwYa9aswciRI7F06VK8/PLLuXYN6tSpE86dO1eoYw3aUpEnLiIjI9GiRQv4+Phg0KBBAHI2TXnttdeKPa648RgXRERERER/L5aJi9TUVFSvXh1nz57F77//Dm9vb+syQ4cOhYuLCx5//HHUrFkT58+f13Wf69atw4gRI9CuXTuUL18e77zzTqF2nc/OzsaGDRvw8ccfo3r16qhUqRJefPFFAMDhw4dRtWpVDBo0COXLl8ekSZOwd+/eXMdV+Oc//wlHR0c8++yzSExMtE5OFPQY161bh9mzZ+ORRx5BjRo18Nprr1lbd+3aBQ8PD/zzn/+Eg4MDGjZsiG7duj30cWzatAm9e/dGz549YW9vj4kTJ2L37t3IyMjA3r170blzZ3Ts2BFVq1bN85SgZrMZSinRHyqnpKSgSpUquHTpEs6ePYuqVasWadehsLAwNG3atEj3BwAVK1ZEeHg4EhISCn2fltazZ8/i8uXLub7Pcl10dDQuXLiQ67oxY8YgLCwMPj4+mDFjBtq0aYOtW7eidevW1tu2t7dH48aNERoaWujHYgtFPqvIqFGjMGHCBIwaNQouLi4Acs7vOmnSpGKPIyIiIiIiKoi3tzdmzZqFQ4cOoV69eti3bx+OHz+ea+LC1fWv3YnLly+PtLQ0XfcZGxuLjRs3Wvf9V0oV6sCN169fx927d/M8WOW1a9dQq1Yt6//Xrl0bWVlZuHHjBmrXrp3rcVg+xb/3ceT3GGNjY/Hyyy9bzzaRlZVl3cojNjZW04EzY2NjsXPnTjg7O1svc3BwwNWrV3Ht2rVcZ/m79zGVJpUrV0ZycjLmzZuH999/HydOnLDuOlMYt27dKtJjr1y5MoCcvRkuX74MAEhKSirUfVpad+7ciezsbCxbtsz6fZbrPvnkEwDAtm3brNctWrQIZ86cwbhx4xAVFYXhw4fDw8MDW7duRY0aNay3X6VKFSQmJhb6sdhCkbe4CA0NxRtvvAHgr9M4VatWTfRmPkRERERE9PfUvn17hIWFYd++ffD390dQUNADW1zocf8xAICc42p88MEHSExMRGJiIm7dumX9xLwgNWvWRIUKFfI8S8cjjzyCq1evWv8/Li4OdnZ2uf6A1MLd3R379+/P1Wo5joW7u/tDzxiS16l7LcdKsNxmYmIi0tLS4O7ujkceeSTXliD3PqbSpGnTpjh9+rT1/0+fPg1PT89Cf7+zs7P1GCuF4erqiho1ami6z4JaC7pu3LhxWL16Ndq0aYMFCxYgJCQEb7zxxgNnDE1KSso1SWWEIk9cNGzYEL/88kuuy44cOQIPD49iiyIiIiIiIiqMSpUqoUGDBti+fTt69eqFxMRExMTEoFmzZsVy+w0bNsShQ4dyXfbaa6/h008/RVhYGADg4sWLCAwMfOht2dnZYejQoZg0aRLi4+ORmpqKrVu3AsjZciQxMRFbt25FRkYGFi9ejF69esHevsgbyT/QOmvWLFy9ehXZ2dkIDQ3F//73PwDAs88+i3PnziEgIACZmZm4ePHiA7vW165dG6dOncp12UsvvYQtW7bg119/hVIK169ftx4MslevXjhy5AiCg4ORlJSEL7744oGmo0ePonHjxjh69Kiux2ZL/fv3x6FDhxAUFITExEQsW7bMultPYbRq1arIBwgePHgwFi1ahJSUFGzatAm3b99+YNcds9mc6yCpADBkyBCsWrUKly5dQnh4OL799lsMGTLEeptbt25FeHg4Ll26hNWrV1sfh6Ojo/U2lFIoV64cypcvj/T0dOvlmZmZOHfuXK7dR4xQ5ImLuXPn4plnnsGoUaNw9+5dzJo1CwMHDizyUXiNUFoOzlmUmTwqXaSvW/bpI7lPchvAPr3Yp53kNoB9eknvo+LTqVMneHl5oVy5cnjsscfQtm1b664RBbGcOWPjxo3w9/eHk5MTRo8enWuZf//735g8eTKcnJysZ1d48skn4e/vj5deeglVqlRBt27dEBUVVajWpUuXok6dOmjRogXq1q1rPTtj5cqVsXXrVsydOxc1a9ZEREREnn/0F9WUKVPw+OOPo1OnTnB2dsbIkSOtxzhwdnbG999/jzVr1qB69erw8fF5YMsRf39/jB49GnXr1rX+zefh4YEvv/wSEyZMQLVq1fDYY49ZD8JZt25drFy5EoMGDULTpk3h4+PzQFNqaiqioqIKdapPo9SrVw9r167FsGHDUK9ePbRu3Rrjx48v9Pf37NkTx44dyzUJ8DALFiwAkLNljp+fH7Zs2ZJrcgEAoqOjH9iKZciQIXjxxRfRsmVL9OjRAx988AHat28PIGdszJkzB926dUPLli3x8ssvY+DAgQ/c98SJE9G0aVMsWrQo1+O0TDK5u7sX+nHYgklpOIn0sWPHsGbNGsTExKBevXoYMWIEOnbsaIs+m8hrcy8qnOjoaDRq1Ajoszjn9KP5uX4GOLgA6LMYdezKYf/BRejuMxmXHV3yXa6wt1fgcik3gO8m4cKFC5r21yMiIiIqqrt37yIuLg716tUr1B/LqampuH79OurXr18CdURklIEDB2Lo0KEYMGCA0Smavf3222jWrBnGjh2b5/XZ2dm4ePEi3NzcCnUGFa1/i2va7qh9+/bWGRwiIiIiIiIiym3u3Ll48803S+3ExY0bN3DgwAEsWbLE6JSiT1x88MEH+V43e/ZsXTGUIyIiAl5eXkZnkA1IX7fs00dyn+Q2gH16sU87yW0A+/SS3Cd969/s7OxCbT1iFPZpJ7kN+Hv1tWzZ0no8kZJSnM/f/QcLNVKRH9GJEydyfR08eBAffvghDh8+bIu+MqmoB3Gh0kP6umWfPpL7JLcB7NOLfdpJbgPYp5f0PiIiKpwib3Gxbdu2By6Ljo6Gv79/sQTZUkBAAAICAozOICIiIiIiIqJCKpZtSBo2bIjjx48Xx03ZlK+v7wOn9yEiIiIiIiIiuYq8xcXy5ctz/X9mZiYOHz4sej8kIiIiIiIpLEfVv3XrFipWrAgHBweYTCaYTCaj04iIHkopBaUU0tPTrae0tfXPL927ilSsWBGenp74+OOPiy2KiIiIiOjvqkKFCqhUqRKSk5ORmJhovVzSxIVSSlTP/dinneQ2gH162brv/gMLOzg4wNXVFQ4ODja7T0DDxMWBAwds0UFEREREVCaYTCZUqlQJTk5OyMrKQmZmpvUTTClSU1Ph6OhodEa+2Ked5DaAfXqVRJ9lCzEHB4cS2/OiyBMXZHuenp5GJ5CNSF+37NNHcp/kNoB9erFPO8ltAPv0ktxn+XSyXLlyKFeunME1D7Kzs0OFChWMzsgX+7ST3AawTy/pfVoVeeLCzs6uwE1PLJumZGVl6Qory6Seb5z0k75u2aeP5D7JbQD79GKfdpLbAPbpJblP+h8W7NNHcp/kNoB9eknv06rIExeTJk3CsWPHMH78eLi5ueHKlSv45JNP4OPjg759+9qisdjwdKhEREREREREpUuRd0j58ssvsXPnTvTr1w8dOnRAv379sG3bNnz++edo06aN9Uui0nI61IiICKMTyEakr1v26SO5T3IbwD692Ked5DaAfXpJ7rt7967RCQVinz6S+yS3AezTS3qfVkWeuChXrhzOnj2b67Lz58/zdKjFKDIy0ugEshHp65Z9+kjuk9wGsE8v9mknuQ1gn14l3ZeZmVnoZTMyMmxYoh/79JHcJ7kNYJ9e0vu0KvKuIlOnTsWTTz6J3r17o3bt2rh69Sq+//57LFy40BZ9RERERESiOTg4oEKFCrhy5Qrs7e3h4OBgPep+fseGS09PF/3JKPv0kdwnuQ1gn17S+7Qq8sTFmDFj0LlzZwQGBuLq1ato3rw5pk6discee8wWfUREREREotnZ2aFWrVpIT09Heno6MjIyrKc3ze8Up3/++ScaN25cwqWFxz59JPdJbgPYp5f0Pq00nQ61Xbt2aNeuXXG3EBERERGVSiaTCRUqVCj0Ef3/97//wdvb28ZV2rFPH8l9ktsA9uklvU8rTQem2Lx5MwYMGICuXbsCAA4ePIhdu3YVaxgRERERERERUZEnLv71r39h4cKFeOqppxAaGgoAcHFxwQcffFDscURERERERERUthV54mLVqlX44YcfMGHCBOuZRFq0aIEzZ84Ue1xZ5enpaXQC2Yj0dcs+fST3SW4D2KcX+7ST3AawTy/JfZLbAPbpJblPchvAPr2k92lV5ImLzMxMODk5AYD1KMkpKSnWyyQLCAiA2Ww2OuOhvLy8jE4gG5G+btmnj+Q+yW0A+/Rin3aS2wD26SW5T3IbwD69JPdJbgPYp5f0Pq2KPHHRu3dvjBgxApcvXwaQc7qVqVOnok+fPsUeV9x8fX0RFBRkdAYRERERERERFVKRJy6WLFmClJQUuLu7IzExEU5OTrh48SIWL15si74yKSIiwugEshHp65Z9+kjuk9wGsE8v9mknuQ1gn16S+yS3AezTS3Kf5DaAfXpJ79OqyBMXzs7O2LlzJ65cuYKjR48iJiYGO3fuhLOzsy36yqTIyEijE8hGpK9b9ukjuU9yG8A+vdinneQ2gH16Se6T3AawTy/JfZLbAPbpJb1PqyJPXEyfPh2///47atWqhQ4dOqB27dq26CIiIiIiIiIign1Rv2HFihXw8/OzQQpR8YmNjX3oMlWrVoWrq2sJ1BAREREREZFWRZ64cHV1RWpqKsqXL2+LHiJ90u8AJjt07dr1oYtWqeqM6AtRnLwgIiIiIiISrMgTFwsXLsTYsWPx0UcfoVatWrZoItIuMw1Q2YB5GuBYwIREajySghbg9u3bnLggIiIiIiISrMgTF2+99Rbu3LmDTZs2oXLlyrC3/+sm4uPjizWOSDNHV6ByDaMriIiIiIiISKciT1xs377dFh10D09PT6MTyEakr1v26SO5T3IbwD692Ked5DaAfXpJ7pPcBrBPL8l9ktsA9uklvU+rIk9c+Pj42KKD7uHl5WV0AtmI9HXLPn0k90luA9inF/u0k9wGsE8vyX2S2wD26SW5T3IbwD69pPdpVajToc6aNSvPfxMRERERERER2VKhJi6WLVuW57/JNiIiIoxOIBuRvm7Zp4/kPsltAPv0Yp92ktsA9ukluU9yG8A+vST3SW4D2KeX9D6tCjVx4eLigo0bNyI0NBRZWVkICwtDaGjoA1/SBQQEwGw2G53xUJGRkUYnkI1IX7fs00dyn+Q2gH16sU87yW0A+/SS3Ce5DWCfXpL7JLcB7NNLep9WhTrGxSeffIL33nsP0dHRyM7ORps2bR5YxmQyISsrq9gDi5Ovry98fX1hMpmMTiEiIiIiIiKiQijUFhf9+vXD2bNnkZGRgUqVKiE7O/uBL+mTFkRERERERERU+hRq4uJezZs3t0UHEREREREREdEDijxxcfToUVt0EBERERERERE9oMgTF0REREREREREJaVQB+ekkuXp6Wl0QpkRGxtb4PVVq1aFq6trsd2f9HXLPn0k90luA9inF/u0k9wGsE8vyX2S2wD26SW5T3IbwD69pPdpxYkLgby8vIxO+PtLvwOY7NC1a9cCF6tS1RnRF6KKbfJC+rplnz6S+yS3AezTi33aSW4D2KeX5D7JbQD79JLcJ7kNYJ9e0vu04sQFlU2ZaYDKBszTAMd8JiVS45EUtAC3b98u1q0uiIiIiIiIqPB4jAuBIiIijE4oOxxdgco18v7Kb0JDB+nrln36SO6T3AawTy/2aSe5DWCfXpL7JLcB7NNLcp/kNoB9eknv04oTFwJFRkYanUA2In3dsk8fyX2S2wD26cU+7SS3AezTS3Kf5DaAfXpJ7pPcBrBPL+l9WnHigoiIiIiIiIjE4sQFEREREREREYnFiQsiIiIiIiIiEosTF0REREREREQkVqmeuMjIyMATTzwBZ2dnbN261egcIiIiIiIiIipm9kYH6GFvb4+tW7di5cqVRqcUK09PT6MTyEakr1v26SO5T3IbwD692Ked5DaAfXpJ7pPcBrBPL8l9ktsAk7pjygAAIABJREFU9uklvU+rUr3Fhclkgpubm9EZxc7Ly8voBLIR6euWffpI7pPcBrBPL/ZpJ7kNYJ9ekvsktwHs00tyn+Q2gH16Se/TyvCJixUrVqB9+/aoUKECnn/++VzXZWRkYOzYsXB1dYWrqyvGjRuHzMxMg0qJiIiIiIiIqKQZPnFRp04dzJw5E2+88cYD182bNw+//vorwsPDER4ejl9++QX+/v4GVJasiIgIoxPIRqSvW/bpI7lPchvAPr3Yp53kNoB9eknuk9wGsE8vyX2S2wD26SW9TyvDJy4GDBiA559/HjVq1HjgurVr12LmzJlwc3ODm5sbZsyYgTVr1hhQWbIiIyONTiAbkb5u2aeP5D7JbQD79GKfdpLbAPbpJblPchvAPr0k90luA9inl/Q+rcQenDMhIQGxsbFo27at9bK2bdsiJiYGt27dQrVq1QAAQ4YMwbFjx+Dk5ITg4GAsWrTIqGQiIiIiIiIiKmZiJy6Sk5MBAM7OztbLLP9OSkqyTlx88803D70tPz8/zJ07N9dlgYGBeS7r6elpPaBJREREvjNWtlyuNPSVJVFRUTh58mSe10lYH1yOyxVmOQv2sY99+WMf+0p6uYiICNHvH+z7+/YFBgaK/v2FfX/vPi1MSilVLLekk5+fH0JCQrB9+3YAOVtcuLq64ty5c/Dw8AAAnDt3Dk2aNEFiYqJ14kILk8kEIQ87T4GBgejfv7/RGXmKjo5Go0aNgD6LgcoP7t5jdf0McHAB0Gcx6tiVw/6Di9DdZzIuO7rku1xhb6/Elku5AXw3CRcuXEDDhg3zv60ikLxuAfbpJblPchvAPr3Yp53kNoB9eknuk9wGsE8vyX2S2wD26SW9T+vf4oYf4yI/Li4ucHd3R0hIiPWykJAQ1KtXT9ekBRERERERERGVHoZPXGRmZiItLQ2ZmZnIzs5GWloa0tPTAQCvv/465s+fj7i4OMTFxcHf3x8jR47UfF8BAQEwm83FVE5EREREREREtmb4MS7mzZuX6/gTjo6O8PHxQVBQEGbNmoWbN2+iWbNmAIChQ4di+vTpmu/L19cXvr6+MJlMurtt6d79genvRfq6ZZ8+kvsktwHs04t92kluA9inl+Q+yW0A+/SS3Ce5DWCfXtL7tBJzjIuSJP0YF5LxGBdERERERESkxd/uGBdERERERERERGVq4qK0HOMiIiLC6ASyEenrln36SO6T3AawTy/2aSe5DWCfXpL7JLcB7NNLcp/kNoB9eknv06pMTVz4+voiKCjI6IyHKq5z3ZI80tct+/SR3Ce5DWCfXuzTTnIbwD69JPdJbgPYp5fkPsltAPv0kt6nVZmauCAiIiIiIiKi0oUTF0REREREREQkVpmauCgtx7ggIiIiIiIiohxlauKitBzjgoiIiIiIiIhylKmJCyIiIiIiIiIqXThxIZCnp6fRCWQj0tct+/SR3Ce5DWCfXuzTTnIbwD69JPdJbgPYp5fkPsltAPv0kt6nFScuBPLy8jI6gWxE+rplnz6S+yS3AezTi33aSW4D2KeX5D7JbQD79JLcJ7kNYJ9e0vu0KlMTFzw4JxEREREREVHpUqYmLkrLwTkjIiKMTiAbkb5u2aeP5D7JbQD79GKfdpLbAPbpJblPchvAPr0k90luA9inl/Q+rcrUxEVpERkZaXQC2Yj0dcs+fST3SW4D2KcX+7ST3AawTy/JfZLbAPbpJblPchvAPr2k92nFiQsiIiIiIiIiEsve6AAi6WJjYx+6TNWqVeHq6vrQ5ZKSkhAdHV1st0dERERERPR3V6YmLgICAhAQEGB0BpUW6XcAkx26du360EWrVHVG9IWoAicb4uPjMerN0Ui9k1Ist0dERERERFQWlKmJC19fX/j6+sJkMhmdQqVBZhqgsgHzNMCxgAmE1HgkBS3A7du3C5xouH37ds6kRTHdHhERERERUVlQpiYuiDRxdAUq15B7e0RERERERH9jPDinQJ6enkYnUBkl/bXHPu0ktwHs04t92kluA9inl+Q+yW0A+/SS3Ce5DWCfXtL7tOLEhUBeXl5GJ1AZJf21xz7tJLcB7NOLfdpJbgPYp5fkPsltAPv0ktwnuQ1gn17S+7TixAURERERERERicWJC4EiIiKMTiABYmNjER0dXeBXfHx8sd6n9Nce+7ST3AawTy/2aSe5DWCfXpL7JLcB7NNLcp/kNoB9eknv06pMTVwEBATAbDYbnfFQkZGRRieQke45DWujRo0K/GrYyKNYJy+kv/bYp53kNoB9erFPO8ltAPv0ktwnuQ1gn16S+yS3AezTS3qfVmXqrCI8HSqVCsV8GlYiIiIiIqLSrExNXBCVKjxtKhERERERUdnaVYSIiIiIiIiIShdOXBARERERERGRWJy4ICIiIiIiIiKxOHEhkKenp9EJVEZJf+2xTzvJbQD79GKfdpLbAPbpJblPchvAPr0k90luA9inl/Q+rThxIZCXl5fRCVRGSX/tsU87yW0A+/Rin3aS2wD26SW5T3IbwD69JPdJbgPYp5f0Pq04cUFEREREREREYpWpiYuAgACYzWajMx4qIiLC6AQqo6S/9tinneQ2gH16sU87yW0A+/SS3Ce5DWCfXpL7JLcB7NNLep9WZWriwtfXF0FBQUZnPFRkZKTRCVRGSX/tsU87yW0A+/Rin3aS2wD26SW5T3IbwD69JPdJbgPYp5f0Pq3K1MQFEREREREREZUunLggIiIiIiIiIrE4cUFEREREREREYnHigoiIiIiIiIjE4sQFEREREREREYnFiQuBPD09jU6gMkr6a4992kluA9inF/u0k9wGsE8vyX2S2wD26SW5T3IbwD69pPdpxYkLgby8vIxOoDJK+muPfdpJbgPYpxf7tJPcBrBPL8l9ktsA9ukluU9yG8A+vaT3acWJCyIiIiIiIiISixMXAkVERBidQGWU9Nce+7ST3AawTy/2aSe5DWCfXpL7JLcB7NNLcp/kNoB9eknv04oTFwJFRkYanUBllPTXHvu0k9wGsE8v9mknuQ1gn16S+yS3AezTS3Kf5DaAfXpJ79OKExdEREREREREJFaZmrgICAiA2Ww2OoOIiIiIiIiICqlMTVz4+voiKCjI6AwiIiIiIiIiKqQyNXFBRERERERERKULJy6IiIiIiIiISCxOXAjk6elpdAKVUdJfe+zTTnIbwD692Ked5DaAfXpJ7pPcBrBPL8l9ktsA9uklvU8rTlwI5OXlZXQClVHSX3vs005yG8A+vdinneQ2gH16Se6T3AawTy/JfZLbAPbpJb1PK05cEBEREREREZFYnLgQKCIiwugEKqOkv/bYp53kNoB9erFPO8ltAPv0ktwnuQ1gn16S+yS3AezTS3qfVpy4ECgyMtLoBCqjpL/22Ked5DaAfXqxTzvJbQD79JLcJ7kNYJ9ekvsktwHs00t6n1acuCAiIiIiIiIisThxQURERERERERiceKCiIiIiIiIiMTixAURERERERERicWJCyIiIiIiIiISixMXAnl6ehqdQGWU9Nce+7ST3AawTy/2aSe5DWCfXpL7JLcB7NNLcp/kNoB9eknv06rUT1ysWrUKXbp0gdlsxvnz543OKRZeXl5GJ1AZJf21xz7tJLcB7NOLfdpJbgPYp5fkPsltAPv0ktwnuQ1gn17S+7Qq1RMX8fHxWL16NX7++WcsXrwYU6dONTqJiIiIiIiIiIpRqZ64OHr0KMxmM+zt7dGhQwecOXPG6KRiERERYXQClVHSX3vs005yG8A+vdinneQ2gH16Se6T3AawTy/JfZLbAPbpJb1PK8MnLlasWIH27dujQoUKeP7553Ndl5GRgbFjx8LV1RWurq4YN24cMjMzrdcnJCTAxcXF+v/Z2dkl1m1LkZGRRidQGSX9tcc+7SS3AezTi33aSW4D2KeX5D7JbQD79JLcJ7kNYJ9e0vu0Mnziok6dOpg5cybeeOONB66bN28efv31V4SHhyM8PBy//PIL/P39rde7uLggMTHR+v92doY/HCIiIiIiIiIqRob/pT9gwAA8//zzqFGjxgPXrV27FjNnzoSbmxvc3NwwY8YMrFmzxnp9p06dcPDgQWRlZeH48eNo0qRJSaYTERERERERkY3ZGx2Qn4SEBMTGxqJt27bWy9q2bYuYmBjcunUL1apVg6urK1577TV07doVDg4OuSY1iEpabGysruslSEpKQnR09EOXq1q1KlxdXW0fRESGiI+Px+3btx+6XGF/FhTmZwt/rhAREVF+xE5cJCcnAwCcnZ2tl1n+nZSUhGrVqgEARo8ejdGjRxd4W35+fpg7d26uywIDA/Nc1tPT03oKmYiIiHz3EbLlcqWhj+6Rfgcw2aFr166G3H1UVBROnjyZ53VFWb+PPPIIRr05Gql3Uh56n1WqOuOHvd/h6tWruu+Xy5XMchbsY9/DlqtVqxae7tUHSbcT87z+XlWqOiP6QhSuXbtW4O0V5mdLZaeqiPnzAlxdXUv0+buXxPXLvr93X0REhOj3D/b9ffsCAwNF//7Cvr93nxYmpZQqllvSyc/PDyEhIdi+fTuAnC0uXF1dce7cOXh4eAAAzp07hyZNmiAxMdE6caGFyWSCkIedp8DAQPTv39/ojDxFR0ejUaNGQJ/FQOUHd++xun4GOLgA6LMYdezKYf/BRejuMxmXHV3yXa6wt1diyxX1tszTAMcCPi2MPw8c/bz4HkPKDeC7Sbhw4QIaNmyY/3KFZF23D3scqfFA0IJiu9+ikDw2ANl9ktsA9ulVnH3F/bOgULfHnyv5Yp8+kvsktwHs00tyn+Q2gH16Se/T+re42C0uXFxc4O7ujpCQEOvERUhICOrVq6dr0qI0uPfTMypFHF0Lnmi4E19yLXo87HEYSPrYkNwnuQ1gn1426SvunwVCf7aUyXVbjNinneQ2gH16Se6T3AawTy/pfVoZfnDOzMxMpKWlITMzE9nZ2UhLS0N6ejoA4PXXX8f8+fMRFxeHuLg4+Pv7Y+TIkZrvKyAgAGazuZjKbYe7ZBDlTfrYkNwnuQ1gn17S+yST/tyxTx/JfZLbAPbpJblPchvAPr2k92ll+BYX8+bNy3X8CUdHR/j4+CAoKAizZs3CzZs30axZMwDA0KFDMX36dM335evrC19fX5hMJt3dRERERERERGR7hm9x4efnB6VUrq+goCAAgIODAz799FMkJCQgISEBK1asgL294XMtNhcREWF0ApFI0seG5D7JbQD79JLeJ5n05459+kjuk9wGsE8vyX2S2wD26SW9TyvDJy7oQcV15FWivxvpY0Nyn+Q2gH16Se+TTPpzxz59JPdJbgPYp5fkPsltAPv0kt6nVZmauCgtx7ggIiIiIiIiohxlauLC19fXuhsKEREREREREclXpiYuiIiIiIiIiKh04cQFEREREREREYlVpiYueIwLIiIiIiIiotLFpJRSRkeUNJPJZHQCERERERERUZmjZQqiTG1xcS+l1EO/fHx8DFnu79hX0PdI6CuNbexjn/Q29rGvKH2S29jHPult7GOf9Db2se/ePi3K7MQFEREREREREcnHiYsC+Pr6GrJcYbFPn8LcnuQ2WyxXWOzTpzjvV3JbUZYrLPbpI7lPcpst7pd9JbNcYfF3Au3Ypw9/J9COffpI73uAKoPmzJljdEKB/o59JfmYJD9/ktuUYp9ekvsktynFPr3Yp53kNqXYp5fkPsltSrFPL8l9ktuUYp9ef9e+MnlwTiIiIiIiIiIqHbirCBERERERERGJxYkLIiIiIiIiIhKLExdEREREREREJBYnLoiIiIiIiIhIrDI3cXHr1i1kZ2cbnZGn5ORkoxOK3759wH//m/NvGz/v+/fvR1hYmE3vQ49Lly4hNTXV6AwiIiIiIqJSpcxMXFy4cAFdu3bFCy+8gCFDhuDatWtGJ1mdPXsWffr0wfDhw/HKK6/g5s2bRifpFxMD9O0L9OwJzJiRc5mdbV5uly5dgo+PD4YOHYrg4GCb3Ice58+fh4+PD1544QX06tULR44cMTrpAVIn8wBA+omPpI/XK1euiG5MT0+3/lvaur5w4QJOnz5tdEa+YmJiEBUVJe55A3Le1xYvXoyMjAyjU/IUEhICPz8/REREGJ2Sp7Nnz+Lnn3/GjRs3AHBsFIXkcQFwbOgleWxIHhcAx4ZekseG5HEBFN/YKBMTF8nJyRg2bBhat26NTz/9FJcuXcKoUaPwxx9/GJ2GVatWwWw2o127dpg9ezb++OMPvPXWW8jKyjI6Tbtx44CWLQEPD2DzZqBtW+DyZZvd3cyZM9GoUSNcuXIF//znP212P1rExcVh8ODB6NSpEw4ePIjq1avjo48+QlJSktFpAHLGxtixY/HOO+/gu+++w507dwDI+IGXnJyMKVOmYNasWfj++++tW6tIaLNYs2YN6tevj5CQEKNTHpCSkoKXXnoJTz/9NE6ePClucio5ORmjR4/G8OHDsXTpUiQmJsJkMolYvxkZGRg2bBg6dOiAV199Fa+++irCw8MByJjkS0lJwauvvgqz2QxfX1+MGDECkZGRAGSMj7S0NEyfPh1TpkzBwYMHjc7JJTs7GxMnTsQTTzyB7OxsVKpUSdT7bXp6OoYPH44nnngCM2fOxDPPPIPg4GCYTCYRrz3JY0P6uAA4NvSQPDYkjwuAY0MvyWND8rgAin9slImJiz///BMZGRmYPHkymjVrhk2bNqFixYoiZvWio6MxZ84c+Pv7o23bttiyZQv++9//itoipEgWLwauXAFOngSWLgWaNQP27gWqVrXJ3V27dg1hYWHw9fUFAGzcuBEbNmzAn3/+aZP7K6rQ0FDY29tj0qRJcHR0xOLFi3Hw4EFkZmYanYaYmBh07NgRcXFxMJlMmDFjBsaNGwcAMJlMhratX78ejRo1QlxcHBITEzF37lwsWLBARNu9zpw5g9TUVCxfvlzMmxgApKamYuDAgUhJScGBAwfQvXt32NloiyctQkND0a5dO6SlpaFz587YtGkTJkyYAEDG+v3+++8RExODixcvYuXKlTCZTBg8eDAAGP48xsTE4IUXXkBqaioiIyMxe/ZspKam4qOPPgIg4/mrWLEiGjdujCZNmmDKlCmidoM8c+YMjh8/jmPHjuGDDz5A/fr1Ua5cOaOzrFavXo0rV67g2rVr2LBhA9q0aYOFCxcCMP61B8gdG6VhXAAcG3pIHhtSxwXAsVEcJI+NVatWiR0XQPGPDeMfUQkoV64cwsPDYTKZsHDhQmzcuBG9e/dGQkICdu3aZWjb22+/jRdeeAFAzqyZvb09OnTogLS0NEO7iuS33wDL7OiYMcDWrUCjRkBGBtCgAVC/PrBnj03uOjU1FbGxsahQoQIGDBiADz/8EBs2bMCgQYMQFBRkk/ssikceeQS///47Tpw4AQCIiIiAt7c3QkJCkJCQYGjbsWPHULlyZWzduhWffPIJPvvsM2zevBlff/21oV1//vknDh06hE8++QTr16/H0qVLMXToUBw/fhyJiYmGtgE5n05YJinq16+P1atXIyAgAHv37jW47C8hISGIiYlBYGAgatSogd9//x2XL1+2brVi9Cz8oUOHUL9+fQQEBGD8+PGYPHkyYmNjcfv2bcOakpOTrZ88HTt2DCkpKXB0dETVqlUxf/58ZGdnY/r06QCM+YTK8kucUgpPP/00Vq9eDQcHB/Ts2RMtW7aEvb09AGPW7b2/YGZlZeH27dv4888/8csvv+DChQtYvXp1iTfd696+/fv34+LFi2jWrBkCAwMxePBgLF26FIcOHQJg3Lq1rLewsDDrL3MNGjRA8+bN0apVK+uyRvQlJCRYJ9t///13UWPD8j6qlEKvXr2watUqMePC0me57+zsbHFjIyEhwfp+duDAAXFjIyEhwfoB46lTp0SNjd9++w1RUVHWf9+5c0fMuACA4OBgxMTEoEKFCujZs6eo9wwg5zk7f/48ACAzMxNJSUmixsa9ffv27UNsbKyYsfHbb7/h3LlzAHLeMyyTKBLGBQDs2bPHuuv+8ePHi3VslImJCy8vL7Ro0QIrVqxAly5dsHv3bnTr1g01a9bEd999l2sf65JWp04d1KxZE9nZ2ShfvjyuXbsGk8mEhg0bGtZUaLdvAwMGAL16AYcOAUoBlSvnXJeVBTg4AKmpQPXqgI1mJhs0aIBmzZph7NixaNKkCUJDQ7F79274+Phg5cqVhs/Ytm3bFosXL8a2bdvQokULDB48GC1atMDo0aMxceLEEv1DLSYmBvv377f+f6VKlZCamoro6Ghs3LgRFy9exLJlyzBhwoQS3yIkJiYG+/btAwA4Ozujb9++6Nu3L7KysmBvbw9HR0fcvn0bzs7OJdp1b5/luVNKWd8ktm/fDm9vb0yaNAmTJ082bKuL+9dthQoVkJqailOnTmHgwIEYMGAAhg0bhpdeeglAyc/C39uXnZ0Nk8mEmzdv4sKFCwByjlPTokULODg4lGgXkPsYQ0OHDsX169fx6KOPol69eti/fz8WLFiAzz77DJ9//jmWLFli3aWlpPteffVVDB8+HBUrVsTQoUPh4uJi/YXezs4OV65csf67pNssx2e6fv067OzsULVqVdy5cwepqamYP38+5s+fDyDn4NgluZXjvX0vv/wybty4gXr16qFp06aYPXs2Zs2ahdatW+PIkSPo168fEhISDFm3w4YNw7Bhw3Dt2jW0adMGmZmZCAwMRExMDNauXYuoqCh89NFHyMjIKPG+p59+GsOHD8eLL76IixcvolGjRiLGhqXt1VdfxYsvvggAeOWVV+Dq6mp9/zJqXNzbN3z4cAwZMgQXL16EyWQSNTbu7YuNjYW7u7uosfH0009j2LBheOWVVxATE4PWrVuLGRt79uxBp06dsGjRIgBA06ZN4ebmZvi4uLfP29sbH374IWrVqoXXXnsNLi4uIsaGpa9Tp0748MMPAQD29vaoUqUKUlNTDR8befU1bNgQjz76KObMmWP42LC0WbaYeeyxx5CWloYdO3YYPi7Onj2L7t27Y/jw4bh16xaAnOeubt26xTY2ysTEBZBzHIRPP/0UdevWxeHDh9GgQQOYzWbs27fPkF+W72f5wXHgwAE0a9ZMzKZbBVq4ELh7F4iPB6ZNA+5ttkxU1KqVM6Fh2frBBjO7kydPxunTp3H9+nVkZ2fDwcEBffv2xenTp0XsMjJx4kS89dZb8PLywqVLl7Bw4UKsWbMGEREROHz4sM3vXymFefPmoUmTJhg7diwuXrwIIOcPyAYNGuCHH35AaGgoli9fjsGDB8NkMuHzzz+3LlNSbePGjUNMTAyqVauGZ599FpUrV7aOiypVqqBx48Yl0pRf39ixYxEbGws7OzvrZGerVq2QkpKChQsXIiYmBsuXL8fnn3+OM2fOGNJnWbe3b99GmzZtsGzZMjRq1AjR0dFYsGABjh07hnnz5gEomefx/r6YmBjY2dmhXbt26Nq1K9566y0MGjQIkyZNQlRUFNq1a4d///vf1u+1tfuPMRQeHo7p06ejVq1aSE5ORkREBB5//HF4eXnBbDajRYsW+Pjjjw3p8/PzQ2hoKN555x3Url0bSinrJ2ZhYWHo37+/9fuMeO7++OMPjB07FllZWYiLi8ONGzdQo0YNvPXWW3B2dkajRo3wwgsvIC4uzuZtefWdPn0aU6ZMQcWKFZGZmYkff/wRq1evxqxZs7B582a0aNEC7777LoCSGRv39s2ZMwdhYWGYMmUKBg0ahLfffhtr167Fo48+il69eqFv375Yv369dZfIkuhbtGgRunbtijZt2mD9+vUIDw/HvHnzUKdOHdy+fdvQsXFv24YNGxAaGoqpU6fCzc0N2dnZ1ollI8bF/X3r16/H6dOnMXnyZAB/HSzZyLGRV9/cuXNRuXJlZGRkGD427u37z3/+g7CwMHzwwQd48cUX8dZbb2HdunWGjg0g5z22c+fOuHTpEvbt24fWrVsjJSXF8PeM+/tiYmKwbds2PPLIIyLGxv19V65cwbZt2wDkjI3r168bOjbu77t06RJ++uknNGzYEFlZWfjhhx8MHRv3tsXGxuKHH37AqFGjMHbsWKxZs8bw94yWLVuibdu2uHHjBnr27AkgZ8vk4hwbZWbiolevXnjuuecwcOBA64xju3btULVqVRHHk7B8UhsSEoLevXsDAD7//HO8++671gMmiqEUcOdOzi4igwblXLZ9O7BuHRAR8dfkhOVT+549c84ycveuTc4s0q1bNwwaNAiHDx+27krg4+Mj5oBDAHDw4EH89ttvcHV1BQA8+eSTSEtLK5EtCEJCQnDhwgX4+fmhdevW1j8Me/ToAQcHB5w7dw49e/bEgQMHUK1aNYwdOxbbt28HYPuZ+Pvbli9fDgAPHKRx7969qF+/fok0FdS3dOlSAED58uUBAL/++ivs7e1hMpnwj3/8A++99x4CAwNRr149Q/os67ZLly5wcHDA+vXr0aJFC5hMJnTs2BFLlizB8uXLkZ2dXSLPY37PX8eOHfHJJ59g4MCBSEhIsO62N2vWLEyZMqXEPiW4/xhDW7duxfr16+Ht7Y1GjRohODgYHTt2hK+vL7Kzs+Hj44MrV64Y2vftt99aj0tjGSPXr1/HY489Zv2+kjjtcl7HZ/r2229x7do11K5dG/Xq1UNsbCzWrFmD2NhYxMbGYurUqSU2NvJ67jZs2ID27dujbdu2CA4OxtmzZ63Ljxo1CkePHkVycnKJjI37+7799lts2LAB6enpGDBgADp06ICpU6fio48+wosvvoiPP/4YO3fuRGJiYon0VapUCbt27cLixYvh6uqK1q1b4+TJk+jZsyc8PDxw7NgxtG/f3pCxkVebZZN9Ozs76/0bMS7y6mvVqhWioqJgMpng5uaG+vXrIyYmxrCxkVdfWFgYunfvjnbt2uG3336zHrgRKPmxkdf6DQ0NhYuLCwYNGoSOHTtmwgZUAAARzElEQVRiypQphowNy8/cO3fuoGbNmmjZsiVWr16N5s2bo0mTJjh8+LCh7xl59W3evBlJSUmws7Oz/v1j1Ni4v69FixbYvHkzbt26BTc3N9SpU8fQ9428nr81a9agadOmaN++PY4ePWrY+8b9ba1atcKaNWtw69YtDBo0CI899himTZtm2HtGZGQkevToYd0SZPfu3QgPD0fXrl3RqFEj/P7778XynlFmJi7Kly+PNWvWICkpCc8++ywWL16MAQMGwNvbGzVr1jQ6D+XKlUNmZqb1mA1du3bFggUL8Mwzz6BSpUpG5+VmMuVMTpw7Bzg7A+PHAxMmADt3Av37A+vX5yz3f58GwmTK2a2kQoWcSY9iVrFiRaxYscJ6QEJ/f388/vjj8PT0tP6xa7Q+ffogPj4eM2bMwPbt29GhQwfUrVsXHh4eNr/v5s2bY9y4cRg3bhzMZjOOHDmCX3/9FRUqVMDQoUPx22+/ITw83PrpbWZmJtzd3aGUsvks7f1thw4dsm6FYtmlIDU1FYcOHcKIESMAAD/++CP+85//2LSrMH2pqano1KkTdu/ejQYNGiAsLAwNGzZEixYt4OjoaEifZd2WL18eI0eOhIeHB44fP25dvnbt2mjVqpX1dFlG9Fmev4yMDERFRaF27dqo/H+7mLVt2xYtW7YssS2l7j/GkIODA9q0aQOTyYQxY8bg2rVrWLduHa5evYpy5crhypUr8PLyKrGt9B52DCQ7OztcvXoVKSkpaNOmDQ4cOIDGjRtbJ4iMaMvIyMCff/6J0NBQeHt7w9/fH7/99hv+8Y9/wM/PD3fv3rV5W159lnULACNGjIDZbMaOHTusH1xYNk13cnIyrK9Dhw64e/cuEhMTrcdFsnyoceLECQwcOBBVqlQpkb4333wT7du3x+nTp9GyZUvs27cPXbp0QVBQEJ599lnEx8dj/fr1hoyN+9t++uknmM1mbNu2zfqzIy4uDsnJySU+LgrqCwwMxM8//4zTp0+jS5cumD9/viFjI791u3//fvTo0QM9e/bErl27cPXqVQAlPzby6uvWrRu2bduGkydPIiwsDCaTyZCxYfkDKzU1Fa+88grMZjOuXLmCPXv2YNmyZUhISMC6desQFxdnyHvG/X0+Pj64efMm/vvf/wIAHBwcDB0b+fXt2LEDAPDHH3/A29vbsLGR3/rdvXs3PvzwQ/To0QM7duwwZGzk99xZPmgMDw+HUso6OVXS7xlTp05FWloaRo4ciWbNmmHq1KkYMmSI9cyKxfaeocqYU6dOqc8++0z169dPffzxx0bn5HLy5EllMplU7dq11aJFi4zOyV9WVs5/fX2VevRRpcaN++u6OXOUGjhQqSNH/rpszx6lXF2VSkqyadbJkyfVkiVLVN++fdWSJUtsel9abN26VQ0fPlx5e3sb9tqLiIhQvr6+6qWXXrJeNnv2bNW1a1f1/vvvq/Pnz6suXbooPz8/w9pefvll62XZ2dnq8uXLaujQoSoiIkI988wzqnr16mrDhg0i+jp37qycnJzU8uXLlVJKBQcHK3d3d3X9+nXD+u5ft48//rh69913VVRUlOrRo4caOXJkibfd23fv8zd+/Hg1ZMgQtWfPHpWYmKh69Oihhg4dqtLT00u0Lev/fqYdPXpUeXt7q8zMTKWUUrt371Y+Pj6qXbt2ysfHR9WtW1cdufdnmwF9nTt3VtnZ2dbr/vOf/6jWrVurfv36qRo1aqjPP//c0DbLczdjxgy1atUq63KXLl1SX331VYm23d9377rdsWOH8vb2Vq1bt1bdunVTderUUT/88IOhfZ07d7b+/7/+9S/l7e2tfH19Vb9+/VSdOnXUnj17SrzvyJEjatu2bUoppRISElS/fv3U+++/r5YvX6569eql2rZta9jYuL/t+eefV6NGjVIxMTHqm2++Ua1atTJsXOTV169fPzVjxgz14osvqi+//NK6nFFjI791u2TJEmU2m1WrVq0MHRt59U2ePFn5+voqs9msXnvttRIfG5afvbNmzVLTp09XSim1YMECZTab1dNPP63eeecd1bt3b8PeM/LqW7hwoerWrZvq1KmT2r9/v9qyZYth7xn59ZnNZtW3b1/Vvn17Q8fGw9bvmDFjVLdu3Qx53yjouevVq5d68sknldlsVq+//rph7xn+/v7Ky8tLrVu3Timl1NmzZ1Xv3r3V9OnT1bp161T37t11j40yN3Fhce8vflKkp6erjz/+WKWmphqdUjjBwUrVrKlUz55K3b2bc1l4uFJt2yq1d+9fyyUlKVWCj0niurXIysqy/uJslG+++UY9+eSTav369UqpnNfdtm3bVLdu3VSTJk3Um2++aXjbvW9ce/fuVSaTSTk6OqqxY8ca1qbUX32WH8r3TlBY/uAw0v3rNjU1VX311VfqiSeeUE2aNFFjxowR1RcVFaVGjRqlOnbsqOrVq6fefvttQ/sWLlyoRowYkeuymzdvqm+//VYtW7bMoKq/5NU3f/58VbFiRfXee+8ZVJUjrzaLtLS0Eq55UF59V69eVZs2bVJLly41qOov9/elpKSoffv2qRkzZqgPPvjAwLIclp9vO3fuVI0bN1YnTpxQN2/eVFu2bLFO3Brdtnv3btWgQQMVEhKi5s+fr8qXL2/4uFDqr77AwEDl6empjh8/br3uruV3JwPdu26bNGmijh8/rq5evaq+/PJLET/3LH07duxQLVq0UD///LPat2+fmjZtmmFjY+bMmWr//v1KKaX69eunTCaTevzxx5VSSt24ccPwcXF/n729vWrVqpVSSql58+YZPjbyev46dOiQaxkjx0ZB6zcuLs7QsZFXW+fOnZVSSv3000+Gjou7d++q4OBgpdRf4/brr79WzZs3V8nJycXynlFmJy6oAMHBSkVF5fy7oD/G0tKUmjpVqerVlbp48a/LO3RQ6qefbNtIRWaZ0Ll06ZJ69913Vd++fZVSOb+snD9/XimlVGJiooi2fv36KaWU+uGHH9SUKVPUu+++q2JiYgxpy6vP8tzt2LFDnTlzJtcykvp27dqlzp8/rzIzMw1btwX17d27V50+fVpdvnxZXb161bA+y2TiSy+9pL755hullFKffvqpGj9+vEpISDCsyyKvvhUrVig/Pz+1Y8cOFRcXJ6rts88+UxMnTjS0y6KgdWvkmLDIb91OmDBB3blzx8i0XDIyMpRSSoWHh6tHH31UnT592uCiv9zb1qhRI3X58mV14sQJdeXKFYPLctzb5+Hhof744w+Di3KTvG6VenD9Wp4/I99zp02bpurWratq1KihnnjiCTV9+nTVtWtXdfjwYcOa7pVX35NPPqn++OMPFRoaavjYyKvvqaeeMmSLxrxIXr/5rVvLc2f0h7eW+7dsOXvo0CH1+OOPF9vvA/a22dOFSq09e4DnngNGjQK++KLgg2lWqADMmwf8+GPOaVH79s05e4ijI9CyZYklU+FYDuZXp04dDB8+HMOGDYO9vT0effRR7Ny5EwBQrVo1MW12dnZo1aoVNm7ciJYGv57ye+4aN26MwMBA6zLS+h599FHs2rUL5cqVM2zd5tdXrlw5eHh4YNeuXXBzczOsDcj7GEN//vkn1q5da9gpeB/WFx0djYCAAPTo0UNcm+W5q1WrlqFt+fVZDoxo5JgoTF9JHSvnYVJSUmBnZ4eTJ09ixIgR6Natm5hTtufV5uLiYvjPFIv7+8xmMxo0aGB0lpXkdQs82Ne9e3frscuMfM/t0KEDjhw5gokTJ6Jv377WU3tbDsButLz6LGcV8fLyMjov3+fPxcXF4LIcktdvfm2W31WMPiulyWRCeno6ypcvjxMnTmDMmDF49tlni+/3gWKZ/qC/j6++UqpLF6X69lXq//YtzLXVhWU3h+zsvy6PiVFqxYqcY1vMmlWyvVRkKSkpqkuXLqpKlSrqiy++MDonF8ltSrFPL8l90o8xJLlPcptS7NMjKytL7d+/X5nNZuXm5qYWL15sdJKV5Dal2KeX5L77j8Nk9Kfc92OfPpL7JLdZnDp1Sj311FPKxcVFffTRR8V62+X8/Pz8imcKhEo1pXLO/hEcDPz/9u4vtOq6jwP4+6DWwLGWczf+Ib0IQcn8QzJoqMwCuwkjEm+yW0WElmyICBrJvEmIQPTCCxUUL0MQRTAGRbVC5gFLvWgUTKFAM+ZEOel5Lk6bz+jpKdzR/aav19X5cQ7f3/vmDM5739/3MziYLFyYfPFFsnZt0tCQ3LtX230xsgOjVHowXaS5OVmxInn77WSC//vHP/vuu+8yNDSU06dPp62tbaLjjFHkbIl841XkfDNmzEhzc3OOHTuWVatWTXScvyhyviJnS+Qbj1KplNbW1sycOTP79+/PypUrJzrSqCJnS+QbryLnmzJlSpLa1J//HsFbFPKNT5HzFTnbiJaWljQ0NOTQoUN1/96WqtVHMJ+SyWv//qS1NWlqSj7+OHn33eS99x68f+NGsmVLsmpVsmlTrdD480vE5FCtVgv5hy4pdrZEvvEqej4AAIrp/xxgwFNlpL/65ZekXK7ttHj99eTIkaStrXaORZIMDyc//ph8+mntWmkx6RT5h2ORsyXyjVfR8wEAUEyKC2pGflBUq8lrr9Vef/VV7XGRO3dqJUaSzJ2bHD2a/PDDxOQEAADgqaK4YKx792qPh7S2JtevJ93dyXPP1c6+GFGAE4kBAAB4OhiHylivvJJ8803S2Vkbb/rnmJ0UYCQgAAAATx+HczJWpZJMm/bgemTaCAAAAEwAxQX/m2khAAAAFIDiAgAAACgsh3MCAAAAhaW4AAAAAApLcQEAAAAUluICAAAAKCzFBQAAAFBYigsAAACgsBQXAAAAQGEpLgAAAIDCUlwAAAAAhaW4AAAmlZ9++imlUimNjY3ZtWtX3dZdvnx5GhoasmTJkrqtCQCMn+ICAKirZcuW5bPPPnvk9xkcHMyHH35Yt/XOnz+fgwcP1m09AKA+FBcAQN1UKpV8//33Wbx48URHAQCeEIoLAKAurl69mqamplQqlSxevDiNjY0pl8uP7f6rV6/OJ598Mnq9bt267N69e/T6xo0befPNN9Pc3JyWlpZ0dHTk/v37jy0fAPBwpk50AADgyTB79uwcOnQoBw4cyJdffjnRcf5i3759GR4ezrVr1zJlypR8/vnnKZVKEx0LAPgHdlwAAHXT39+fpUuXjl7v2bMnp06d+tvP9/X15eLFi48jWkqlUm7evJmBgYE8++yzeeONNxQXADAJKC4AgLrp7+8fM5WjXC7n5Zdf/tvPHz9+PLdv334c0dLd3Z3Vq1fnnXfeSWtra95//32PigDAJKC4AADqplwuj9lxMTg4mDlz5iRJ9u7dmzVr1uTFF1/M4cOHc+bMmRw+fDjd3d3p6empy/3v3r07+vr3338f815TU1P27duXS5cupbe3N0eOHMmZM2fqcl8A4NFRXAAAdVGpVPLbb7+NXt+6dSuNjY2j11u3bs25c+fS39+fo0ePZu3atVm0aFF6e3uzY8eOumQ4efJkhoeHc+HChXz99dcZGhpKpVJJkpw+fTpXrlxJtVrN1KlTc//+/TQ1NdXlvgDAo+NwTgCgLqZNm5bOzs50dHTkjz/+yNmzZ/PSSy8lqU306OrqysDAQO7evZv58+dncHAwc+fOrWuGWbNmZcGCBWlubk5PT08++uijvPXWW2lvb8/AwEC2bNmSX3/9Nc8//3y2b9+e9vb2ut4fAKi/UrVarU50CADgyXPgwIFMnz49GzduzAcffJC2trasX78+PT09eeaZZ7Jo0aL09fWNGVn6b/z8889ZsGBBGhoa0tnZmV27diWpjUPdtGlTNmzY8FB5V6xYkUuXLmXhwoXp6+t7qDUAgPqz4wIAeCTK5XI2b96cJHn11Vezc+fOnDx5MtevX8+2bdsyb968dHV15fLlyzlx4sS/XveFF17InTt36p7322+/rfuaAMD42XEBADwRxrvjAgAoJsUFAAAAUFimigAAAACFpbgAAAAACktxAQAAABSW4gIAAAAoLMUFAAAAUFiKCwAAAKCwFBcAAABAYSkuAAAAgMJSXAAAAACFpbgAAAAACus/pajVJKaX4tAAAAAASUVORK5CYII=\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" ] }, "metadata": {}, @@ -895,7 +1161,16 @@ { "data": { "text/plain": [ - "" + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/plain": [ + "" ] }, "metadata": {}, @@ -1137,18 +1412,46 @@ }, { "cell_type": "code", - "execution_count": 164, + "execution_count": null, "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": { + "scrolled": false + }, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ - "" + "" ] }, "metadata": {}, "output_type": "display_data" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" } ], "source": [ @@ -1157,40 +1460,90 @@ "from matplotlib import cm\n", "from matplotlib.ticker import LinearLocator, FormatStrFormatter\n", "import numpy as np\n", + "import matplotlib as mpl\n", "\n", "\n", - "fig_3d = plt.figure(num=None, figsize=(16, 6), dpi=90, facecolor='w', edgecolor='k')\n", + "fig_3d = plt.figure(num=None, figsize=(16, 7), dpi=90, facecolor='w', edgecolor='k')\n", "ax_3d = fig_3d.gca(projection='3d')\n", + "#ax_3d.w_xaxis.set_pane_color((0,0,0,1))\n", + "#ax_3d.w_yaxis.set_pane_color((0,0,0,1))\n", + "#ax_3d.w_zaxis.set_pane_color((0,0,0,1))\n", "\n", "# Make data.\n", "X = np.array([])\n", - "for k in range(0, len(medians[i])):\n", + "for k in range(0, len(settings['3d_plot']['ticks']['x'])):\n", " X = np.append(X, k)\n", - " \n", - "X = [1, 2, 3,4]\n", "\n", - "Y = [1, 2, 3,4]\n", + "Y = np.array([])\n", + "for k in range(0, len(settings['3d_plot']['ticks']['y'])):\n", + " Y = np.append(Y, k)\n", + "\n", "X, Y = np.meshgrid(X, Y)\n", "\n", - "Z = [[0.1 , 0.2, 0.3, 0.8], [0.3, 0.4, 0.5, 0.8], [0.5, 0.6, 0.7,0.8], [0.5, 0.6, 0.7,0.8]]\n", + "Z = np.array([])\n", + "for k in range(0, len(settings['3d_plot']['ticks']['y'])):\n", + " for l in range(0, len(settings['3d_plot']['ticks']['x'])):\n", + " Z = np.append(Z, medians[0][k * len(settings['3d_plot']['ticks']['x']) + l])\n", + "\n", + "Z = np.split(Z, len(settings['3d_plot']['ticks']['y']))\n", "\n", "# Plot the surface.\n", - "surf = ax_3d.plot_surface(X, Y, Z, cmap=cm.coolwarm,\n", - " linewidth=0, antialiased=False)\n", + "surf = ax_3d.plot_surface(X, Y, Z, cmap=cm.Blues, linewidth=135,\n", + " antialiased=False, shade=True)\n", + "ax_3d.plot_wireframe(X, Y, Z, 10, lw=1, colors=\"k\", linestyles=\"solid\")\n", "\n", "# Customize the z axis.\n", - "ax_3d.set_zlim(-1.01, 1.01)\n", + "ax_3d.set_zlim(0, np.max(np.ceil(Z)))\n", "ax_3d.zaxis.set_major_locator(LinearLocator(10))\n", - "ax_3d.zaxis.set_major_formatter(FormatStrFormatter('%.02f'))\n", "\n", - "ax_3d.set_xlabel(\"rate\", fontsize=11, family='monospace', labelpad=8)\n", - "ax_3d.set_ylabel(\"number of values in sample\", fontsize=11, family='monospace', labelpad=8)\n", - "ax_3d.set_zlabel(\"$\\\\tilde{t}_{lat}$\", fontsize=11, family='monospace', labelpad=8)\n", + "ax_3d.set_xlabel(settings['3d_plot']['axis_labels']['x'], fontsize=11, family='monospace', labelpad=14)\n", + "ax_3d.set_ylabel(settings['3d_plot']['axis_labels']['y'], fontsize=11, family='monospace', labelpad=8)\n", + "ax_3d.set_zlabel(settings['3d_plot']['axis_labels']['z'], fontsize=11, family='monospace', labelpad=8)\n", "\n", - "# Add a color bar which maps values to colors.\n", - "fig_3d.colorbar(surf, shrink=0.6, aspect=5)\n", + "ax_3d.set_xticks(np.arange(0, len(settings['3d_plot']['ticks']['x']), 1))\n", + "ax_3d.set_xticklabels(settings['3d_plot']['ticks']['x'])\n", "\n", - "plt.show()" + "ax_3d.set_yticklabels(settings['3d_plot']['ticks']['y'])\n", + "ax_3d.set_zticks(np.arange(0, len(settings['3d_plot']['ticks']['z']), 1))\n", + "\n", + "x = np.argmin(Z) % (len(settings['3d_plot']['ticks']['x']) + 1)\n", + "y = np.argmin(Z) % (len(settings['3d_plot']['ticks']['y']) + 1)\n", + "z = np.min(Z)\n", + "ax_3d.plot([x,x],[y,y],z, marker='v', color = 'green', markersize=11, label=\"Minimum: \"+str(z)+ \" µs\")\n", + "\n", + "x = np.argmax(Z) % (len(settings['3d_plot']['ticks']['x']) + 1)\n", + "y = np.argmax(Z) % (len(settings['3d_plot']['ticks']['y']) + 1)\n", + "z = np.max(Z)\n", + "ax_3d.plot([x,x],[y,y],z, marker='^', color = 'red', markersize=11, label=\"Maximum: \"+str(z)+ \" µs\")\n", + "\n", + "\n", + "norm = mpl.colors.Normalize(vmin=np.min(Z), vmax=np.max(Z))\n", + "cb = fig_3d.colorbar(surf, shrink=0.8, aspect=10, fraction=0.1, norm=norm)\n", + "cb.set_label(settings['3d_plot']['axis_labels']['z'], fontsize=11, family='monospace', labelpad=8)\n", + "plt.tight_layout()\n", + "plt.show()\n", + "\n", + "\n", + "fig_3d.savefig('{}/median_3d_graph.pdf'.format(rootdir), dpi=600, format='pdf')\n", + "\n", + "\n", + "# produce a legend for the objects in the other figure\n", + "import pylab\n", + "\n", + "# create a second figure for the legend\n", + "figLegend = pylab.figure(figsize = (settings['3d_plot']['dimensions']['legend'][0], settings['3d_plot']['dimensions']['legend'][1]))\n", + "\n", + "\n", + "# The markers are too big, so lets create smaller markers\n", + "ax_custom = figLegend.add_subplot(111)\n", + "ax_custom.plot(0,0, marker='v', color = 'green', label=\"Minimum: \"+str(np.min(Z))+ \" µs\")\n", + "ax_custom.plot(0,0, marker='^', color = 'red', label=\"Maximum: \"+str(np.max(Z))+ \" µs\")\n", + "ax_custom.set_visible(False)\n", + "\n", + "\n", + "pylab.figlegend(*ax_custom.get_legend_handles_labels(), loc = 'upper left',\n", + " prop={'family':'monospace', 'size':'8'}, ncol=settings['3d_plot']['legend_columns'])\n", + "figLegend.savefig(\"{}/legend_median_3d_plot.pdf\".format(rootdir), format='pdf')" ] }, { diff --git a/tests/benchmarks/settings.json b/tests/benchmarks/settings.json new file mode 100644 index 000000000..765a97641 --- /dev/null +++ b/tests/benchmarks/settings.json @@ -0,0 +1,65 @@ +{ + "3d_plot": { + "enabled": true, + "ticks": { + "x": [100, 1000, 10000, 25000, 50000], + "y": [1, 2, 4, 8, 16, 32, 64], + "z": [0, 1, 2, 3, 4, 5, 6, 7] + }, + "axis_labels": { + "x": "rate", + "y": "number of values in sample", + "z": "$\\tilde{t}_{lat}$ [µs]" + }, + "dimensions": { + "legend": [3.0, 0.3] + }, + + "legend_columns": 3 + }, + + "median_plot": { + "export_figures": true, + "labels": [ + "RC", + "UC", + "UD" + ], + "axis_labels": { + "x": "number of values in sample", + "y": "$\\tilde{t}_{lat}$ [µs]" + }, + "ticks": { + "x": [1, 2, 4, 8, 16, 32, 64], + "y": [0, 1, 2, 3, 4, 5, 6] + }, + + "colors": [ + "#000000", + "#00549f", + "#8ebae5" + ], + + "dimensions": { + "legend": [2.0, 0.3] + }, + + "legend_columns": 3 + }, + + "histograms": { + "export_figures": true, + "labels": [ + "$\\mathtt{t_{lat} = t_{recv}-t_{generation}}$" + ], + "axis_labels": { + "x": "$t_{lat}$ [µs]", + "y": "frequency" + }, + "dimensions": { + "legend": [1.70, 0.3] + }, + + "legend_columns": 1 + } +} From 6e16e4383324629dacdb4ab708017182d0e8d220 Mon Sep 17 00:00:00 2001 From: Dennis Potter Date: Thu, 18 Oct 2018 23:59:07 +0200 Subject: [PATCH 4/4] Started with cleanup of code --- tests/benchmarks/evaluate_logs.ipynb | 1502 +++++++------------------- 1 file changed, 361 insertions(+), 1141 deletions(-) diff --git a/tests/benchmarks/evaluate_logs.ipynb b/tests/benchmarks/evaluate_logs.ipynb index 4f0539c08..248a0624d 100644 --- a/tests/benchmarks/evaluate_logs.ipynb +++ b/tests/benchmarks/evaluate_logs.ipynb @@ -9,18 +9,9 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Using root directory: 3d\n", - "Available subdirs: ['infiniband_UD_20181018_02-24-30']\n" - ] - } - ], + "outputs": [], "source": [ "import os\n", "from sys import argv\n", @@ -30,7 +21,7 @@ "# FOR NOTEBOOK USE #\n", "# SET DIRECTORY HERE #\n", "# #\n", - "rootdir = \"3d\"\n", + "rootdir = \"varying_rate\"\n", "# #\n", "#############################\n", "\n", @@ -43,17 +34,9 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Succesfully loaded JSON file\n" - ] - } - ], + "outputs": [], "source": [ "import json\n", "from sys import exit\n", @@ -97,93 +80,11 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Loaded input dataset from: 00_UD-1-100-500_input.csv\n", - "Loaded output dataset from: 00_UD-1-100-500_output.csv\n", - "Loaded input dataset from: 01_UD-1-1000-5000_input.csv\n", - "Loaded output dataset from: 01_UD-1-1000-5000_output.csv\n", - "Loaded input dataset from: 02_UD-1-10000-50000_input.csv\n", - "Loaded output dataset from: 02_UD-1-10000-50000_output.csv\n", - "Loaded input dataset from: 03_UD-1-25000-125000_input.csv\n", - "Loaded output dataset from: 03_UD-1-25000-125000_output.csv\n", - "Loaded input dataset from: 04_UD-1-50000-250000_input.csv\n", - "Loaded output dataset from: 04_UD-1-50000-250000_output.csv\n", - "Loaded input dataset from: 05_UD-2-100-500_input.csv\n", - "Loaded output dataset from: 05_UD-2-100-500_output.csv\n", - "Loaded input dataset from: 06_UD-2-1000-5000_input.csv\n", - "Loaded output dataset from: 06_UD-2-1000-5000_output.csv\n", - "Loaded input dataset from: 07_UD-2-10000-50000_input.csv\n", - "Loaded output dataset from: 07_UD-2-10000-50000_output.csv\n", - "Loaded input dataset from: 08_UD-2-25000-125000_input.csv\n", - "Loaded output dataset from: 08_UD-2-25000-125000_output.csv\n", - "Loaded input dataset from: 09_UD-2-50000-250000_input.csv\n", - "Loaded output dataset from: 09_UD-2-50000-250000_output.csv\n", - "Loaded input dataset from: 10_UD-4-100-500_input.csv\n", - "Loaded output dataset from: 10_UD-4-100-500_output.csv\n", - "Loaded input dataset from: 11_UD-4-1000-5000_input.csv\n", - "Loaded output dataset from: 11_UD-4-1000-5000_output.csv\n", - "Loaded input dataset from: 12_UD-4-10000-50000_input.csv\n", - "Loaded output dataset from: 12_UD-4-10000-50000_output.csv\n", - "Loaded input dataset from: 13_UD-4-25000-125000_input.csv\n", - "Loaded output dataset from: 13_UD-4-25000-125000_output.csv\n", - "Loaded input dataset from: 14_UD-4-50000-250000_input.csv\n", - "Loaded output dataset from: 14_UD-4-50000-250000_output.csv\n", - "Loaded input dataset from: 15_UD-8-100-500_input.csv\n", - "Loaded output dataset from: 15_UD-8-100-500_output.csv\n", - "Loaded input dataset from: 16_UD-8-1000-5000_input.csv\n", - "Loaded output dataset from: 16_UD-8-1000-5000_output.csv\n", - "Loaded input dataset from: 17_UD-8-10000-50000_input.csv\n", - "Loaded output dataset from: 17_UD-8-10000-50000_output.csv\n", - "Loaded input dataset from: 18_UD-8-25000-125000_input.csv\n", - "Loaded output dataset from: 18_UD-8-25000-125000_output.csv\n", - "Loaded input dataset from: 19_UD-8-50000-250000_input.csv\n", - "Loaded output dataset from: 19_UD-8-50000-250000_output.csv\n", - "Loaded input dataset from: 20_UD-16-100-500_input.csv\n", - "Loaded output dataset from: 20_UD-16-100-500_output.csv\n", - "Loaded input dataset from: 21_UD-16-1000-5000_input.csv\n", - "Loaded output dataset from: 21_UD-16-1000-5000_output.csv\n", - "Loaded input dataset from: 22_UD-16-10000-50000_input.csv\n", - "Loaded output dataset from: 22_UD-16-10000-50000_output.csv\n", - "Loaded input dataset from: 23_UD-16-25000-125000_input.csv\n", - "Loaded output dataset from: 23_UD-16-25000-125000_output.csv\n", - "Loaded input dataset from: 24_UD-16-50000-250000_input.csv\n", - "Loaded output dataset from: 24_UD-16-50000-250000_output.csv\n", - "Loaded input dataset from: 25_UD-32-100-500_input.csv\n", - "Loaded output dataset from: 25_UD-32-100-500_output.csv\n", - "Loaded input dataset from: 26_UD-32-1000-5000_input.csv\n", - "Loaded output dataset from: 26_UD-32-1000-5000_output.csv\n", - "Loaded input dataset from: 27_UD-32-10000-50000_input.csv\n", - "Loaded output dataset from: 27_UD-32-10000-50000_output.csv\n", - "Loaded input dataset from: 28_UD-32-25000-125000_input.csv\n", - "Loaded output dataset from: 28_UD-32-25000-125000_output.csv\n", - "Loaded input dataset from: 29_UD-32-50000-250000_input.csv\n", - "Loaded output dataset from: 29_UD-32-50000-250000_output.csv\n", - "Loaded input dataset from: 30_UD-64-100-500_input.csv\n", - "Loaded output dataset from: 30_UD-64-100-500_output.csv\n", - "Loaded input dataset from: 31_UD-64-1000-5000_input.csv\n", - "Loaded output dataset from: 31_UD-64-1000-5000_output.csv\n", - "Loaded input dataset from: 32_UD-64-10000-50000_input.csv\n", - "Loaded output dataset from: 32_UD-64-10000-50000_output.csv\n", - "Loaded input dataset from: 33_UD-64-25000-125000_input.csv\n", - "Loaded output dataset from: 33_UD-64-25000-125000_output.csv\n", - "Loaded input dataset from: 34_UD-64-50000-250000_input.csv\n", - "Loaded output dataset from: 34_UD-64-50000-250000_output.csv\n", - "Settings for this subdirectory: \n", - "[['infiniband', '00', 'UD', '1', '100', '500'], ['infiniband', '01', 'UD', '1', '1000', '5000'], ['infiniband', '02', 'UD', '1', '10000', '50000'], ['infiniband', '03', 'UD', '1', '25000', '125000'], ['infiniband', '04', 'UD', '1', '50000', '250000'], ['infiniband', '05', 'UD', '2', '100', '500'], ['infiniband', '06', 'UD', '2', '1000', '5000'], ['infiniband', '07', 'UD', '2', '10000', '50000'], ['infiniband', '08', 'UD', '2', '25000', '125000'], ['infiniband', '09', 'UD', '2', '50000', '250000'], ['infiniband', '10', 'UD', '4', '100', '500'], ['infiniband', '11', 'UD', '4', '1000', '5000'], ['infiniband', '12', 'UD', '4', '10000', '50000'], ['infiniband', '13', 'UD', '4', '25000', '125000'], ['infiniband', '14', 'UD', '4', '50000', '250000'], ['infiniband', '15', 'UD', '8', '100', '500'], ['infiniband', '16', 'UD', '8', '1000', '5000'], ['infiniband', '17', 'UD', '8', '10000', '50000'], ['infiniband', '18', 'UD', '8', '25000', '125000'], ['infiniband', '19', 'UD', '8', '50000', '250000'], ['infiniband', '20', 'UD', '16', '100', '500'], ['infiniband', '21', 'UD', '16', '1000', '5000'], ['infiniband', '22', 'UD', '16', '10000', '50000'], ['infiniband', '23', 'UD', '16', '25000', '125000'], ['infiniband', '24', 'UD', '16', '50000', '250000'], ['infiniband', '25', 'UD', '32', '100', '500'], ['infiniband', '26', 'UD', '32', '1000', '5000'], ['infiniband', '27', 'UD', '32', '10000', '50000'], ['infiniband', '28', 'UD', '32', '25000', '125000'], ['infiniband', '29', 'UD', '32', '50000', '250000'], ['infiniband', '30', 'UD', '64', '100', '500'], ['infiniband', '31', 'UD', '64', '1000', '5000'], ['infiniband', '32', 'UD', '64', '10000', '50000'], ['infiniband', '33', 'UD', '64', '25000', '125000'], ['infiniband', '34', 'UD', '64', '50000', '250000']]\n", - "\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "import numpy as np\n", - "import os\n", "import re\n", "\n", "# First, source log\n", @@ -266,51 +167,9 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband (UD) is missing 10 (0.2%) of 5000 in in-file.\n", - "Test infiniband (UD) is missing 134 (0.27%) of 50000 in in-file.\n", - "Test infiniband (UD) is missing 355 (0.28%) of 125000 in in-file.\n", - "Test infiniband (UD) is missing 679 (0.27%) of 250000 in in-file.\n", - "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", - "Test infiniband (UD) is missing 128 (0.26%) of 50000 in in-file.\n", - "Test infiniband (UD) is missing 347 (0.28%) of 125000 in in-file.\n", - "Test infiniband (UD) is missing 682 (0.27%) of 250000 in in-file.\n", - "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", - "Test infiniband (UD) is missing 135 (0.27%) of 50000 in in-file.\n", - "Test infiniband (UD) is missing 336 (0.27%) of 125000 in in-file.\n", - "Test infiniband (UD) is missing 676 (0.27%) of 250000 in in-file.\n", - "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband (UD) is missing 10 (0.2%) of 5000 in in-file.\n", - "Test infiniband (UD) is missing 123 (0.25%) of 50000 in in-file.\n", - "Test infiniband (UD) is missing 422 (0.34%) of 125000 in in-file.\n", - "Test infiniband (UD) is missing 691 (0.28%) of 250000 in in-file.\n", - "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", - "Test infiniband (UD) is missing 135 (0.27%) of 50000 in in-file.\n", - "Test infiniband (UD) is missing 475 (0.38%) of 125000 in in-file.\n", - "Test infiniband (UD) is missing 712 (0.28%) of 250000 in in-file.\n", - "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", - "Test infiniband (UD) is missing 171 (0.34%) of 50000 in in-file.\n", - "Test infiniband (UD) is missing 351 (0.28%) of 125000 in in-file.\n", - "Test infiniband (UD) is missing 11231 (4.49%) of 250000 in in-file.\n", - "Test infiniband (UD) is missing 0 (0.0%) of 500 in in-file.\n", - "Test infiniband (UD) is missing 11 (0.22%) of 5000 in in-file.\n", - "Test infiniband (UD) is missing 141 (0.28%) of 50000 in in-file.\n", - "Test infiniband (UD) is missing 439 (0.35%) of 125000 in in-file.\n", - "Test infiniband (UD) is missing 114249 (45.7%) of 250000 in in-file.\n" - ] - } - ], + "outputs": [], "source": [ "# Number of missing samples at receive side\n", "missed_send_arr = []\n", @@ -345,51 +204,9 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband (UD) is missing 16 (0.32%) of 5000 in out-file.\n", - "Test infiniband (UD) is missing 167 (0.33%) of 50000 in out-file.\n", - "Test infiniband (UD) is missing 461 (0.37%) of 125000 in out-file.\n", - "Test infiniband (UD) is missing 824 (0.33%) of 250000 in out-file.\n", - "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband (UD) is missing 15 (0.3%) of 5000 in out-file.\n", - "Test infiniband (UD) is missing 161 (0.32%) of 50000 in out-file.\n", - "Test infiniband (UD) is missing 418 (0.33%) of 125000 in out-file.\n", - "Test infiniband (UD) is missing 826 (0.33%) of 250000 in out-file.\n", - "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband (UD) is missing 15 (0.3%) of 5000 in out-file.\n", - "Test infiniband (UD) is missing 166 (0.33%) of 50000 in out-file.\n", - "Test infiniband (UD) is missing 411 (0.33%) of 125000 in out-file.\n", - "Test infiniband (UD) is missing 839 (0.34%) of 250000 in out-file.\n", - "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband (UD) is missing 16 (0.32%) of 5000 in out-file.\n", - "Test infiniband (UD) is missing 155 (0.31%) of 50000 in out-file.\n", - "Test infiniband (UD) is missing 498 (0.4%) of 125000 in out-file.\n", - "Test infiniband (UD) is missing 837 (0.33%) of 250000 in out-file.\n", - "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband (UD) is missing 15 (0.3%) of 5000 in out-file.\n", - "Test infiniband (UD) is missing 166 (0.33%) of 50000 in out-file.\n", - "Test infiniband (UD) is missing 550 (0.44%) of 125000 in out-file.\n", - "Test infiniband (UD) is missing 910 (0.36%) of 250000 in out-file.\n", - "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband (UD) is missing 15 (0.3%) of 5000 in out-file.\n", - "Test infiniband (UD) is missing 201 (0.4%) of 50000 in out-file.\n", - "Test infiniband (UD) is missing 429 (0.34%) of 125000 in out-file.\n", - "Test infiniband (UD) is missing 11367 (4.55%) of 250000 in out-file.\n", - "Test infiniband (UD) is missing 1 (0.2%) of 500 in out-file.\n", - "Test infiniband (UD) is missing 16 (0.32%) of 5000 in out-file.\n", - "Test infiniband (UD) is missing 173 (0.35%) of 50000 in out-file.\n", - "Test infiniband (UD) is missing 517 (0.41%) of 125000 in out-file.\n", - "Test infiniband (UD) is missing 114334 (45.73%) of 250000 in out-file.\n" - ] - } - ], + "outputs": [], "source": [ "# Number of missing samples at receive side\n", "missed_recv_arr = []\n", @@ -425,87 +242,9 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 0 and 1, respectively\n", - "First and second sample of test infiniband (UD): 1 and 2, respectively\n", - "First and second sample of test infiniband (UD): 6 and 7, respectively\n", - "First and second sample of test infiniband (UD): 33 and 34, respectively\n", - "First and second sample of test infiniband (UD): 106 and 107, respectively\n", - "First and second sample of test infiniband (UD): 145 and 146, respectively\n", - "First and second sample of test infiniband (UD): 1 and 2, respectively\n", - "First and second sample of test infiniband (UD): 4 and 5, respectively\n", - "First and second sample of test infiniband (UD): 33 and 34, respectively\n", - "First and second sample of test infiniband (UD): 71 and 72, respectively\n", - "First and second sample of test infiniband (UD): 144 and 145, respectively\n", - "First and second sample of test infiniband (UD): 1 and 2, respectively\n", - "First and second sample of test infiniband (UD): 4 and 5, respectively\n", - "First and second sample of test infiniband (UD): 31 and 32, respectively\n", - "First and second sample of test infiniband (UD): 75 and 76, respectively\n", - "First and second sample of test infiniband (UD): 163 and 164, respectively\n", - "First and second sample of test infiniband (UD): 1 and 2, respectively\n", - "First and second sample of test infiniband (UD): 6 and 7, respectively\n", - "First and second sample of test infiniband (UD): 32 and 33, respectively\n", - "First and second sample of test infiniband (UD): 76 and 77, respectively\n", - "First and second sample of test infiniband (UD): 146 and 147, respectively\n", - "First and second sample of test infiniband (UD): 1 and 2, respectively\n", - "First and second sample of test infiniband (UD): 4 and 5, respectively\n", - "First and second sample of test infiniband (UD): 31 and 32, respectively\n", - "First and second sample of test infiniband (UD): 75 and 76, respectively\n", - "First and second sample of test infiniband (UD): 198 and 199, respectively\n", - "First and second sample of test infiniband (UD): 1 and 2, respectively\n", - "First and second sample of test infiniband (UD): 4 and 5, respectively\n", - "First and second sample of test infiniband (UD): 30 and 31, respectively\n", - "First and second sample of test infiniband (UD): 78 and 79, respectively\n", - "First and second sample of test infiniband (UD): 136 and 137, respectively\n", - "First and second sample of test infiniband (UD): 1 and 2, respectively\n", - "First and second sample of test infiniband (UD): 5 and 6, respectively\n", - "First and second sample of test infiniband (UD): 32 and 33, respectively\n", - "First and second sample of test infiniband (UD): 78 and 79, respectively\n", - "First and second sample of test infiniband (UD): 85 and 86, respectively\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "# Check first and second sample\n", "\n", @@ -544,121 +283,9 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 6 (0.6%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 33 (0.33%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 106 (0.42%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 145 (0.29%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 4 (0.4%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 33 (0.33%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 71 (0.28%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 144 (0.29%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 4 (0.4%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 31 (0.31%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 75 (0.3%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 163 (0.33%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 6 (0.6%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 32 (0.32%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 76 (0.3%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 146 (0.29%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 4 (0.4%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 31 (0.31%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 75 (0.3%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 198 (0.4%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 4 (0.4%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 30 (0.3%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 78 (0.31%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 136 (0.27%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 1 (1.0%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 5 (0.5%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 32 (0.32%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 78 (0.31%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n", - "Test infiniband (UD): 85 (0.17%) samples were never transferred \n", - "0 (0.0%) of these after the first sample occured in out-file.\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "missing_seq = []\n", "\n", @@ -718,26 +345,28 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ - "medians = []\n", - "upper_limit = []\n", - "lower_limit = []\n", + "if settings['median_plot']['enabled'] and settings['3d_plot']['enabled']:\n", + " medians = []\n", + " upper_limit = []\n", + " lower_limit = []\n", "\n", - "for i, subdir in enumerate(subdirs):\n", - " medians.append([])\n", - " upper_limit.append([])\n", - " lower_limit.append([])\n", - " \n", - " for (j, csv_vec) in enumerate(output_dataset[i]): \n", - " medians[i].append(np.median(csv_vec.transpose()[2]) * 1e6)\n", - " \n", - " # np.sort(recv[i][j] - enq_send[i][j])[int(np.size(recv[i][j]]) / 2)] would be the approximately the median\n", - " # Calculate upper 10% and lower 10%\n", - " upper_limit[i].append(abs(medians[i][j] - 1e6 * np.sort(csv_vec.transpose()[2])[int(9 * np.size(csv_vec.transpose()[2]) / 10)]))\n", - " lower_limit[i].append(abs(medians[i][j] - 1e6 * np.sort(csv_vec.transpose()[2])[int(1 * np.size(csv_vec.transpose()[2]) / 10)]))" + " for i, subdir in enumerate(subdirs):\n", + " medians.append([])\n", + " upper_limit.append([])\n", + " lower_limit.append([])\n", + "\n", + " for (j, csv_vec) in enumerate(output_dataset[i]): \n", + " medians[i].append(np.median(csv_vec.transpose()[2]) * 1e6)\n", + "\n", + " if settings['median_plot']['enabled']:\n", + " # np.sort(recv[i][j] - enq_send[i][j])[int(np.size(recv[i][j]]) / 2)] would be the approximately the median\n", + " # Calculate upper 10% and lower 10%\n", + " upper_limit[i].append(abs(medians[i][j] - 1e6 * np.sort(csv_vec.transpose()[2])[int(9 * np.size(csv_vec.transpose()[2]) / 10)]))\n", + " lower_limit[i].append(abs(medians[i][j] - 1e6 * np.sort(csv_vec.transpose()[2])[int(1 * np.size(csv_vec.transpose()[2]) / 10)]))" ] }, { @@ -747,17 +376,17 @@ }, "source": [ "## Plot data\n", - "..." + "### First, define some functions" ] }, { "cell_type": "code", - "execution_count": 15, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ "# Define Fancy Box function we use\n", - "def plot_fancy_box(bottom, height):\n", + "def plot_fancy_box(bottom, height, ax):\n", " top = bottom + height\n", " \n", " p = FancyBboxPatch((left, bottom),\n", @@ -770,7 +399,6 @@ " alpha=0.85,\n", " transform=ax.transAxes\n", " )\n", - " \n", " ax.add_patch(p)\n", " \n", " \n", @@ -782,632 +410,10 @@ ] }, { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "scrolled": false - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/usr/lib64/python3.6/site-packages/matplotlib/pyplot.py:524: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", - " max_open_warning, RuntimeWarning)\n", - "/usr/lib64/python3.6/site-packages/matplotlib/pyplot.py:524: RuntimeWarning: More than 20 figures have been opened. Figures created through the pyplot interface (`matplotlib.pyplot.figure`) are retained until explicitly closed and may consume too much memory. (To control this warning, see the rcParam `figure.max_open_warning`).\n", - " max_open_warning, RuntimeWarning)\n" - ] - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3XtcVHX++PHXgNxH7iKgqIiC+s1kvbWaF9LVjZbV8hKmprilm667WepWXja8YCa2tmnabqviNVwrM90sM8RdKv2qZZoKLhpeE2S5yF1g5veHP87XidswA8yneD8fDx6rcy7zOmdGtvnMueiMRqMRIYQQQgghhBBCCAXZ2TpACCGEEEIIIYQQojYycCGEEEIIIYQQQghlycCFEEIIIYQQQgghlCUDF0IIIYQQQgghhFCWDFwIIYQQQgghhBBCWTJwIYQQQgghhBBCCGXJwIUQQgghhBBCCCGUJQMXQgghhBBCCCGEUJYMXAghhBBCCCGEEEJZMnAhhBBCCCGEEEIIZcnAhRBCCCGEEEIIIZQlAxdCCCGEEEIIIYRQVitbB9iCTqezdYIQQgghhBBCCNHiGI3GBi/TIgcuwLKd1VxSU1Pp1q1b3TNdv07ZoEE4paRAu3bNE/b/mdVnQyr3qdwG0mctlftUbgPps5b0WU7lNpA+azVXX1lZGTdv3iQoKAg7u/oPaC4pKSEzM5MOHTqYNb8tGAwGZdtA+qyhchtIn7Wau6+8vJwbN24QEBCAo6NjvfNbehCBunu8CSQkJBAREWHrjHqlpaWZNV/5nTtNXFIzc/tsReU+ldtA+qylcp/KbSB91pI+y6ncBtJnLZX7dDqd0h9+hBDCHPb29s3yPC3qt2VMTAzJycm2zhBCCCGEEEIIIYSZWtTAhRBCCCGEEEIIIX5cZOBCCCGEEEIIIYQQypKBCyGEEEIIIYQQQihLBi6EEEIIIYQQQigpNjaWX/3qVzz88MM88MAD7N69m8zMTIYMGcJDDz3EhAkTqKio4Pjx40yfPh24e23DEydO2LhcNCYZuFBQWFiYWfM5mHG7maZgbp+tqNynchtIn7VU7lO5DaTPWtJnOZXbQPqspXqfqC42NpaYmBibPHdERATOzs7o9Xr0er1Jx7Vr14iIiMDV1ZU+ffpw9uxZmzTWxNK2vXv3MnDgQJycnKrt89qmXbhwgd69exMcHMy+ffssbs7KyuJ//ud/uPODuyTGxsYybdq0avOvWrUKnU7H4cOHSU5OxsPDg4MHD3L48GE8PT358ssv6devHwEBAcyZM4eOHTvSt29fi/uqjBgxgjZt2uDl5cXw4cO1OxX9+9//1t4nVT86nY6TJ08Cdb8m1ryXauu5d5qPj0+1adYYOHCgEu/3FjVw8WO5Haq59xt3stHAhcr3awe1+1RuA+mzlsp9KreB9FlL+iynchtIn7VU7tPpdLZOqJPqt2ptqr633nqLwsJCCgsLSUhI0B6fMWMGPXr04L///S9jx47liSeesElfTSxt8/DwYN68ecyYMaPaPLVNi42NZe3atRw7doxly5ZZ3Lxy5UqeeuopHGv4PFPTvw03Nzfatm2Lq6srxcXF5OXlMXHiRB566CE+/vhjbt++DcDMmTPZsGEDM2fOtLjtXq+++irXr18nJyeH6OhoJk+ejJ2dHYMHD9beJ4WFhezZs4dOnTrRu3dvoO7XpKGvV3095kyzxvPPP8/LL7/cKOuyhtq/kRqZ3A5VCCGEEEII9Xz55Zfo9XpWrFjBjh07tG+x8/PzG2X9b7zxBnPnziU9Pb3By96+fZuDBw+yYMECXFxcmDt3LpcuXeLcuXMAdOrUyeQzhk6nIyMjQ/v7f/7zHwYPHoy7uzuBgYGsXr262nNcv36dbt26sWfPnkZtq0tERARjxozBx8fH7GlGo7HGQZns7Gyzm8vKyti6dSsTJ07UHmvI6280GtmxYwcjRozg8OHDDBo0CKPRCMD8+fP561//yrx586otZ8k+7t27N46OjhgMBiorKzl//nyN823evJknn3wSnU5X52tizetVX09d0+p6j9b3/oyKiiIpKYnMzEwz91rTaFEDFz8WR48eJSMjo86fq1evUlJaapO+1NRUmzyvuVTuU7kNpM9aKvep3AbSZy3ps5zKbSB91lK5r+qDlqoMBkOzPt+AAQMoLCxkwYIFTJo0Sfsm28PDo1H6Hn30Uezt7Rk0aBAPP/ww+/btq3Ed8+fPx9fXl5EjR2qH2qenp+Pm5oarqysREREUFxfTuXPnOg/Fv3fdL7/8Mj/72c/Iy8vj7NmzDBgwoNr85eXlpKWlNXigxtq2hnr55ZeZNWsW/fr1Y/HixXz22WdMnDiRXbt2mb2Oo0eP0qZNG/z9/bXH7n39J06cWO/rP3z4cDZs2MCvf/1r8vLyAHjnnXfo0qULMTExhISEkJiYaLKMpfs4KioKZ2dnZs2axTPPPFNt/+Xn5/PBBx/w5JNPAnW/Jpa8XvX1mDutNvW9P52dnenTpw+ffvqp2Y1NoZVNn11Uk5OTw7Dhv6CkuKjO+QKBwzodbXJz8WrXrnni/r+0tDSlD71UuU/lNpA+a6ncp3IbSJ+1pM9yKreB9FlL9T5hnpSUFObNm0f79u15991365w3IyODCxcuMHLkSJPHO3TowKpVq4iLi+ODDz7gjTfe4Nlnn2XFihVMmDABgPj4eHr06IHRaOTll19m9OjRfPvttxQVFdG6dWuKioo4e/YsRUVFuLu7U1hYaPY2ZGVlkZmZSUBAAA8++GC16Z06dbJoMKsx2hqiW7dunDx5kvfff5+tW7cyZMgQ/v73v+Pq6mr2Os6cOUNoaKjZ88fGxgJop+5U/e/p06drXWbJkiXVHrN0H+/fv5+SkhK2bt1K165dq01/5513CA8P16bV9Zo0xutVV8/+/fspKipi+/btNbbWpr73Z/fu3evc381BjrhQzO3bt+8OWkS8BJHxtf8MmI3RaGyyX0pCCCGEEEKoYNCgQdW+Pa9NRkYGBw8erHW6g4MDvXr14mc/+xlFRUVcv35dm9avXz/c3NzQ6/XEx8dz7do1Lly4gJubG4WFhQQFBXHr1i3at29PQUEBer3erKb4+HicnJzo3bs3YWFhvP/++2YtZw5r2xrq+PHjjB8/ntLSUtasWcOuXbvo1q0b+/fvN3sd+fn5tG7dukn6moqLiwvTp09n0qRJ5OTkmEzbvHkzU6ZM0f5e12vSWK9XXT11TauJOe/P1q1ba0e22IoMXKjKxRvcfGv/cfa0daEQQgghhBCNytyLWtZ0O8xdu3YxZ84cdu3aRUREBGfOnNHmLy0tZfv27QwdOpSRI0fi6enJmTNnmDt3bo3r1+l0WkuXLl0oLCzUBjnu3LnDxYsXTe5aU1ZWBkBBQUG1dbVr144tW7Zw48YN5s6dy29/+1vzdoYZzGlrTD179uS9995j8uTJrF+/ntmzZ3Py5EmWL19u9jo8PT1r3E9Q8+ufkpLCz3/+c8aNG1fvuusbuLJWYWEhly5d0v5+7tw5vvnmG6Kjo7XH6npNGvv1+mFPXdNqe4+a8/4sKCjA09O2nz9l4OJH7vvvv6/3ehjmjLQJIYQQQghha/7+/pw/f57Kyso656vpdpjR0dG8/vrrREdHk5ycTM+ePbX5V61axdatW3n++ee5ePEiCxYswM/PT5uel5fHxx9/TFlZGWVlZSxZsoSAgABCQ0Nxd3dn5MiRvPLKK5SWlvLnP/+Zzp0706NHD2353bt3U1FRwdtvvw1Abm6uNm3Pnj3cuHEDnU6Hvb19jd+uX79+nS5dujT4aAxz2mpbd2VlJaWlpVRUVGh/rtrvtU1zdnY2Wd7BwYFWrVpRUVFhdnPPnj1rvaaDv78/qampJq9/Yx1x09B9fP78ef7xj39QVFREWVkZS5cuxcHBweT0s82bNxMVFYWXl5f2WF2viTWvV1095rTW9h415/15/vx57r//frP2W1ORgYsfqzslADw2ZgzBwcF1/nQKDpHBCyGEEEIIobzHH38cNzc32rVrR/v27bXbXP5QbbfDrM2LL77IwYMHGT16NPb29tWml5eX8+KLL+Lj44O/vz9Hjx7lww8/pFWru5cE/Otf/8qZM2fw8vLiH//4B++8847J8mVlZfj7+5OSksLUqVNNvrU+ceIEffr0Qa/Xs3btWrZs2VLj81+8eLHe7ahJfW21rXvbtm24uLgQFxfH9u3bcXFxYdu2bfVOq/L73/+euLg4unXrxgsvvGB27wMPPEB2djbff/99tWnmvv4NPeKmrv1QGzs7O/7yl7/Qvn172rRpw8GDB9m3b5/2wb6yspLt27ebnCZSpa7XxNLXq66ee6e1bdu2WitUf49Onz4dqP/9WVpaysmTJxkxYoRZ+62pyMU5f6wq7x7qw4DZ4Nmx9vlKcihIfoXbt2/j7e3dPG1CCCGEEEJYwNPTk6SkpGqPu7q68t///lf7+86dOxkxYgQzZ85k8uTJ2kUXHR0dKS8vr7a8o6Njnc/bpk0bTp06Vev0oKAgjhw5Uuv0hQsXmnywv/fOE3FxccTFxdX5/JZeONKcttrWHRMTQ0xMTI3L1DWtSvv27fnqq68akgqAk5MTU6dO5Z133uH55583mebp6cmhQ4fqPWWo6ogbZ2dnnnnmGe2Im7Zt27J///4abznb0H0cFhbG559/Xu3xqtfW3t6+xsEXqPs1sfT1qq3nh9MMBkON+++H79Eq9b0/9+3bx7Bhw2jbtm2t8zSHFnXERUJCAhEREbbOaFzOnnVfC8Ol8Qcrmuqcucaicp/KbSB91lK5T+U2kD5rSZ/lVG4D6bOW6n3CfH5+fvj5+TFkyBBOnjzJsGHDqt0OE+6ehnDq1CkmT57MhQsXbFgs6vLCCy+wceNG7ty5Y9HyDT3iRljuz3/+s3ZnF1tqUUdcVI0c6nQ6W6f8qKl+WzGV+1RuA+mzlsp9KreB9FlL+iynchtIn7VU7lP9v0fNvUhmc9q1a5fJ32u6PWPr1q3r/Da7uai4/6qo0Obn58fZs2drnFZT3w+PuNmxY0eDjrhpTCrsv7o0dt+XX37ZqOuzlNp7XQghhBBCCCEUlpGRofQg2U/BD4+4GT58uBxx0wA/hfeoDFyIBktNTbV1Qp1U7lO5DaTPWir3qdwG0mct6bOcym0gfdZSuc/S6xk0l3uv0aAi6bOcym1Qe9+uXbv417/+RZ8+fQgPD+f06dPs27eP/fv3ExUVBfzfETfbt28nNDS0WftUoXqfpWTgQjRYbbcvUoXKfSq3gfRZS+U+ldtA+qwlfZZTuQ2kz1qq9wkhhDCPDFwIIYQQQgghhBCiwZrr6LEWdXFOIYQQQgghbM3e3h6j0citW7dwcnLCwcFBu6CeKhftrO2WiqqQPsup3AbSZ62m7jMajdpPeXk5JSUl6HQ67O3tm+w5QQYuhBBCCCGEaFaOjo64u7tjMBgoKCigoqLC1knVGI1GZQZRaiJ9llO5DaTPWs3Z5+DggKOjI23btpWBCyGEEEIIIX5qHB0d0ev1wP8daq3SBTsLCwu1PhVJn+VUbgPps1Zz9FUNjDTnAI4MXAghhBBCCGFDtvgQUB87OzulD4eXPsup3AbSZy3V+yz1k9iilJQUdDod2dnZtk5pEcLCwmydUCeV+1RuA+mzlsp9KreB9FlL+iynchtIn7VU7nNwcLB1Qp2kzzoq96ncBtJnLdX7LKUzqnRMmoXGjh3LlStXOHDgAL6+vvXOr9PplDoU714ZGRkEBwdDZDy41b4tgddOknR0HcMeWsQNn5DaV1iUDQfm891339GpU6fGDxZCCCGEaOHKysq4efMmQUFBP8lvOoUQorFY+ln8R/+bdd++fQwaNAg3NzdbpwghhBBCCCGEEKKR2fwaF+vWrSMhIYEzZ84QGRnJBx98oE0rLy/nueeeY+fOnQBMmjSJNWvW0KrV3WyDwcCGDRt4//332bt3r036W6LU1FS6detm64xaqdynchtIn7VU7lO5DaTPWtJnOZXbQPqspXJfUVERFRUV3Llzh4qKCgwGg62TTLT0Wz5aS+U+ldtA+qzVHH06nQ6dTkerVq1wcnLC1dVV+4zeVGw+cBEYGMiiRYs4dOgQ165dM5m2fPlyUlJSOHv2LACRkZGsWLGCP/3pTwDs3LmTUaNG4ezs3OzdLVlaWpqy/xEAavep3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdpXUVFBdnY2Dg4OODk54ebmpn0QUIXc8tE6Kvep3AbSZ63m6DMajRgMBsrLyykoKOD27dsEBgY26YCJzQcuxowZA8CpU6eqDVxs2rSJNWvWEBAQAMDChQuZN2+eNnBx5swZTp48yQcffMDp06eZOHEiBw8ebN4NEEIIIYQQogHKy8sxGo0EBAQo+wFIvlW2jsp9KreB9FmrufsqKyu5du0aFRUVODo6Ntnz2Hzgoja5ublcu3aN8PBw7bHw8HCuXLlCfn4+Hh4evPrqq9q0iIgI7ZQSIYQQQgghVKbaERZCqOTWrVvY2dnh4+PTaOssLCyksLAQX1/fJj+toSVprt9jyr5ihYWFAHh6emqPVf25oKAADw8Pk/mTk5NrXVdsbCxLliwxeay2a2KEhYVphxSmpqaSlpbW7PM1hYMHD9K2bdtG61N9/6ncJ/PJfLaYr4r0SZ/01U76pM/S+ZycnAgJCaGoqAidTqedAgJ37zhSXl5usp47d+4Apt+M1neNC1vMJ30/3b6qx1Xt69evH3q9nm+//bbRnjc+Pp6lS5dy/PhxevfubdX6VN9/zdlnMBgwGo0UFxdz586den//WUqZ26HGxsZy6tQp7eKcubm5eHt7k56eTkjI3dt9pqen07VrV/Ly8qoNXDSE3A7VOnv37mX06NGNsq6moHKfym0gfdZSuU/lNpA+a0mf5VRuA+mzVnP1NfR2qCUlJWRlZdGxY8cmb7OUHA5vHZX7VG6Du32dO3c2GbhoDFVfZh8/fpy+ffta1afa/nN2dqasrAyAVatWMX/+/GZ7boPBwNWrVwkICDDrVJGf3O1Qvby8aN++PadOndIeO3XqFEFBQRYPWiQkJBAREdFIhUIIIYQQQgghGltGRkajDlrA3YELo9Fo1aCFqlauXMkzzzxj64wmZfOBi4qKCkpLS7XbQJWWlmqHz02bNo24uDhu3rzJzZs3WbFiBU8//bTFzxUTE1PnKSXCPPce9qsilftUbgPps5bKfSq3gfRZS/osp3IbSJ+1VO8ToqWJjY2lf//+hIaGMmzYMCZPnoyPjw+ffPIJAPPmzcPe3h6dTsd9991nsuzly5cZOXIker0eLy8vfvGLX2hHGeTl5TF27Fg8PT1xd3fnwQcf5MaNGwB8++232jVldDodJ06c0NaZkJCATqdj3rx5BAQE0KlTJ5PpcXFx+Pr60r9/fyZMmIBOpyMjI6Pe7UxKSqJXr144OzsTEBDA3LlztWnx8fGEhITg7OxMUFAQixcvBu5e+sDZ2Zlx48YRHBzMCy+8gJeXl3bJg4iICPR6PQsXLkSv1zN48GBtG+fMmUN0dHStPWvWrCEkJARPT09Gjx6tLQfwxhtv0LFjR5ydnenatSs7duwwWTY7O5vU1FTy8/Pr3e6mZPOBi+XLl+Pi4kJcXBz79u3DxcWFkSNHArB48WIGDBhA9+7d6d69OwMHDmTBggU2LhYq3lbsXir3qdwG0mctlftUbgPps5b0WU7lNpA+a6ncp/qFOVU7FP6HpM9ytm776quvCA8P5/Dhw+Tk5ODs7MzWrVsB+PWvf018fDxeXl7Vllu4cCFJSUnMnDmTmTNnkpeXp10/YfXq1bz//vtER0czZ84cHB0dyc3NBSAgIID4+HhGjBhRa9OHH35IdHQ0ly9fZsWKFQAcPXqURYsWERgYyAMPPMA//vEPwLz9N2XKFLKysliwYAGPP/44ly5d0qZ98sknhIeH89JLLxEUFMTy5cu1O2OWlZVhZ2fH1atX2bdvHz169OBvf/ubtmxxcTEpKSmMHz+elJQUXnrppWrP/cPfLTt27OD555+nR48ezJ49myNHjjBx4kTg7qUYnn32Wfz8/Fi8eDEPPvgg6enpJsuvW7eO7t27s2fPnnq3uynZ/OKcsbGxxMbG1jjNwcGBN998kzfffLNRnishIYGEhIRGWZcQQgghhBBCiIYJDAxk5cqV7N69m7lz55KQkEBmZiYAQ4cOZejQoaxbt67ackajEQcHB3r37s0jjzyiDTBUTQO4//77efzxx1m6dKk2zcfHh3nz5lFYWMinn35aY9PcuXP57W9/S2JiIt999x0AH330EQBvvfUWAwcO5Ny5cyQlJZm1jUajEXd3d4YMGcLAgQNNrv2we/du9Ho9WVlZ3HfffYwbN45vvvmGfv36AXdP+zh69Chjx46lU6dOzJw502S9iYmJBAQE8Pnnn3Po0KF6WxISEnB3d2fNmjW0atWKnJwcNmzYwLVr17T9FhgYyKhRo7jvvvuUHVRVdyiwCcipIo0jNTXV1gl1UrlP5TaQPmup3KdyG0iftaTPciq3gfRZS+U+VS8UX6W+uwvYmvRZztZtdnZ22lEL9vb22Nvbm9x5ora+lStX8vDDD/Ob3/wGHx8fxo0bR1FREXD3FJOpU6eyYMEC2rZty/Dhw7l586bZTVW3XXV2dtZaqgZTgoODAbQbRpiz/3bu3Im3tzfDhw/Hx8eHl19+Gbh7mYQ5c+bg6upK+/btGTduHHD3SIoqVfunpn3j6OhIQEAAAJ06dSI7O7vac//wd8u1a9e4ffs2Xbt2JTg4mA0bNgBw5coVunbtyvr16zl//jz3338/QUFB2s0yqlRdGyQmJqbe7W5KLWrgQjQOc245Zksq96ncBtJnLZX7VG4D6bOW9FlO5TaQPmup3ieEuMucgbz27duzZ88e8vLyeP3113nvvffYtm0bAJ6eniQkJJCTk8OePXtISkri9ddft6rJ1/fuHR6rjsC4ePGi2csOGTKEL7/8kuzsbB577DGWLl1Kamoqn376KVu3bmX48OHs3LlTu36FuQOZd+7c0a5PcfnyZa0R0I7qKCkpMVmmXbt2eHl5sWfPHpOf0NBQjEYjM2fO5MKFC1y6dAlvb+9qF/lU5RoXNj9VpDnJqSJCCCGEEEIIoabVq1djNBq5ffs2ZWVlrF69Gg8PD6ZPn87MmTMpKCige/fu2p0nq05rWL58OV9//TXh4eFcvXrVZNrHH3/Mt99+yxdffAHA9u3bSU5OrvNilgAPP/wwK1asYObMmQwZMsTs00QABgwYQJ8+fWjXrh3nzp3TehwcHADIz88nPT2d3bt3N2Dv3PXEE0/QuXNnLly4wJQpU7THg4OD0el0bNq0CQcHB/z9/Zk2bRqTJ0/ms88+IyEhgf79+5OVlcWhQ4f49ttvSU9PZ/z48YwYMQI3NzeysrKqnSqybt06lixZwubNm2161EWLGriIiYkhJiZG2fN2hBBCCCGEEKKlmj9/frW/d+zYkenTp9O3b19ee+013n//fZydnZk4caL2wb1Xr1689957fPLJJ9jb2xMZGcnzzz8PQGJiIlu2bNHW+Ze//AWg3tuiDh48mNjYWNauXcvnn3/O6NGj2bt3r1kX5+zbty979+4lKysLX19f4uLiCAsLIzQ0lNmzZ7N9+3YyMjKYPXs2ixYtMnv/uLm5MXDgQNauXcvgwYNNrvMREBDA0qVLWbNmDQsWLCAsLIxp06YxdepU8vLy2LBhAx9//DE+Pj7azTC8vLwIDAxk06ZNFBQUEBISwqpVq8zuaU4tauBCCCGEEEIIIYRt3HtjhqrTIyIiIrTpRqMRg8FQ4+DA008/zdNPP13jekeNGsWoUaNqnFbfUff3HkXww1udLlq0SLs+xdixYwFo06ZNreuqsm7duhovMKrT6Vi7di1r167VHlu4cKH256p9cm/HD49yeOWVV3jllVdqfN5FixaxYMECk/2n0+mYM2cOc+bMqTa/j48P//znP+vclrpuptGcZOBCCCGEEEIIIYT4gX79+hEVFUVZWRn79u2jX79+uLi42DqrRWpRAxdyjQshhBBCCCGEEObw8PBgzZo1AAwcOJA333zTxkUtV4sauJBrXDSOsLAwWyfUSeU+ldtA+qylcp/KbSB91pI+y6ncBtJnLdX7hBBqO3z4cLXHbHU72eTkZJs8ryrkdqiiwbp162brhDqp3KdyG0iftVTuU7kNpM9a0mc5ldtA+qylcp/qX6SZcwFCW5I+y6ncBtJnLdX7LPXT3CohhBBCCCGEEEL8JMjAhWiw1NRUWyfUSeU+ldtA+qylcp/KbSB91pI+y6ncBtJnLZX7qu4eoCpbHQ5vLumznMptIH3WUr3PUi1q4CIhIcHkdjvCMmlpabZOqJPKfSq3gfRZS+U+ldtA+qwlfZZTuQ2kz1qq9wnxYxAZGcmOHTtsnWGxvXv3MnDgQJycnKrdWjQmJgZ/f388PDx44IEHOHr0aLXlc3NzadOmTbVlzfHHP/6Rt956y+z5k5OTCQsLw83Njccee4yCgoJ6lykvL+fJJ5/E398fLy8voqKiuHLlCgBXrlxBr9eb/Oh0Ot577z1KSkp49NFH8ff3Z8mSJTWue/369bz44otm9zelFjVwERMT0+IvaiKEEEIIIYQQ5jpw4ACTJk2ydYbFPDw8mDdvHjNmzKg27bnnnuO7774jPz+fZcuWMXr06GpHLCxYsIDg4OAGP29mZiaJiYlMmzbNrPmLi4sZP348ixcvJjMzk8rKShYuXFjvcpWVlYSFhfHVV19x69YtunXrpg2ydOjQgcLCQu3n66+/Rq/X8/DDD7Nt2zb69+/P5cuXOX78OOnp6dXW/dRTT7F9+3Zu3brVoG1vCi1q4EIIIYQQQgghRP02btyIXq/H3t6ehIQEk2kxMTHMmDGDgQMH4u7uzvTp06stP2XKFKZMmdJMtbWLiIhgzJgx+Pj4VJvWq1cvXFxcMBqNlJeXk5WVRU5Ojjb95MmTfPfddzzyyCMNft4tW7YQFRWFk5OTWfMfPnwYT09PJk+ejF6v549//COJiYn1Lufs7MyiRYsIDAykVatWxMTEcOLEiRrn3bx5M4899hhubm4YjUYemVVhAAAgAElEQVTtQp5Go1E7fS07O1ub38nJicjISLZt22bWNjQlGbgQQgghhBBCCGHiqaeeorCwkMGDB9c4/ZNPPmHXrl18++23JCYm8tVXX5lMv3LlinbKgspmzZqFs7MzUVFRjB07Fl9fX+Duh/k//OEPxMfHW7TeAwcOMHToULPnT0tLo0ePHhw5coTJkyfTo0cPbt26RW5uboOe9/jx4/Tq1ava4waDga1bt2qDSU8++SRffPEFHTp0oH///hgMBmbNmsWf/vQnk6NOIiIi+OijjxrU0BRa2TpACCGEEEIIIcSPy+jRowkKCgKgZ8+eXLhwgd69e2vTfyyn6K9fv57XX3+dPXv2mNxKdOPGjfTs2ZOePXvy3nvvNXi9Z86cITQ01Oz5i4qKaN26NVlZWZw9exZ3d3cACgsL8fLyMmsdmZmZxMbG1niExMGDBwEYNmwYAK6urnz44YccO3aMDRs2sGnTJu3IjXt1796d06dPm70dTaVFHXEhF+cUQgghhBBCCOt5e3trf3Z0dKS0tNSGNdZxdHQkOjqaZcuWcf78efLz83nllVdYunSpxevMz8+ndevWZs/v5uZGYWEh48eP5+uvv9YuzKnX681avri4mFGjRjF37twaP/Nu3ryZyZMna4MzeXl5PPHEEyQlJbFmzRoyMzPp3bs3sbGxJsu1bt2avLw8s7ejqbSoIy5iYmKIiYlBp9PZOuVHLSwszNYJdVK5T+U2kD5rqdynchtIn7Wkz3Iqt4H0WUv1PiGEWiorKzl79ixlZWVcunSJtm3bmkxPTU3liy++MGtdnp6eZt0VpEpoaKjJHUjOnTtHmzZtzDraoqKigvHjxzNo0CD+8Ic/VJuem5vL3r17TU7n8fDwYPPmzTg7O3Pw4EFcXFy4fPkyY8eO5eLFi4SEhABQUFCAp6en2dvRVFrUEReicXTr1s3WCXVSuU/lNpA+a6ncp3IbSJ+1pM9yKreB9FlL5T7Vv0i795B5FUmf5ZqrbdKkSRbdjaSx+yorKyktLaWiokL7c2VlJbdu3eLtt98mPz+fiooKNm7cSHp6On369CE8PFy7YKXRaOTll19m6tSpHD161Oy+nj17NuiWzMOGDSM3N5edO3dSVFREfHw80dHRJvMcO3aMLl26cOzYMZPHn376aTw9PVm9enWNfTt37uS+++6jR48e2mM6nQ5nZ2dtHzk4OGBvb4+9vT3l5eXafOfPn+f+++83ezuairr/ooQQQgghhBBC2ESvXr3Q6/X8+9//5plnnkGv17NixQqzl79+/TrXr19vwkLzbNu2DRcXF+Li4ti+fTsuLi5s27YNOzs7EhMTCQkJwcvLi7Vr17J7926Lbn1ak8jISI4cOWL2/K6uruzevZvY2FjatGkDQFxcnMk8JSUlXLx4kZKSEu2xy5cvs2XLFvbs2UPr1q3R6/Xo9XqTC6Nu3ry5zju8jBw5ku+//542bdoQGhpqMuibnJxs0V1VGpvOWHXfkxZEp9Oh6mZnZGTc/ccSGQ9uvrXOF3jtJElH1zHsoUXc8AmpfYVF2XBgPt999x2dOnVqlMbU1FSlv8FQuU/lNpA+a6ncp3IbSJ+1pM9yKreB9FmrufrKysq4efMmQUFBZn0bW1JSQlZWFh07dmzyNksZDAaljxqQPsup3AY/nb6srCz69u3Lf/7zH7NvidoYGnP/lZWVERISwtdff60NptT0fFevXiUgIABHR8d612npZ3F13xFCWQ055MkWVO5TuQ2kz1oq96ncBtJnLemznMptIH3WUr1PCPHT5efnxxNPPMGmTZtsnWKxjRs3MmnSpFoHLZpTi7o4pxBCCCGEEEII0RxeffVVWydYZdasWbZO0LSoIy7kdqhCCCGEEEIIIcSPS4sauIiJiSE5OdnWGUIIIYQQQgghhDBTixq4EEIIIYQQQghhveTk5Ea7+H9T2rt3LwMHDsTJyYmYmBiTaQaDgQULFtC2bVvc3d159NFHtWlVd+eo+rG3t+e1115r0HP/8Y9/5K233jJ7/uTkZMLCwnBzc+Oxxx6joKDArOVGjBhBmzZt8PLyYsSIESbX94mJicHf3x8PDw8eeOABjh49Cty9SPCjjz6Kv78/S5YsqXG969ev58UXXzS7vynJwIUQQgghhBBCiJ8kDw8P5s2bx4wZM6pNW7VqFfv27SMlJYW8vDyWLVumTSssLNR+bty4gbOzM2PGjDH7eTMzM0lMTGTatGlmzV9cXMz48eNZvHgxmZmZVFZWsnDhQrOWffXVV7l+/To5OTmMHz+eyZMna9Oee+45vvvuO/Lz81m2bBmjR4/GYDCwbds2+vfvz+XLlzl+/Djp6enV1vvUU0+xfft2bt26Zd5GNyEZuBANFhYWZuuEOqncp3IbSJ+1VO5TuQ2kz1rSZzmV20D6rKV6nxC2dvbsWQYMGICHhwcDBgzg7Nmz2rSIiAgSEhK0v3fq1Ek77d7T05PIyEiuXLmiHZGwf/9+k3VPmTKFKVOmNMdm1CkiIoIxY8bg4+NTbdpbb73FqlWr6Nq1K3Z2dvTs2bPGdSQmJtKnTx+Cg4PNft4tW7YQFRVl9q1QDx8+jKenJ5MnT0av1/PHP/6RxMREs5bt3bs3jo6OGAwGKisrOX/+vDatV69euLi4YDQaKS8vJysri5ycHIxGo3bbVKPRqN2iNDs7W1vWycmJyMhItm3bZu5mNxkZuBANpvL92kHtPpXbQPqspXKfym0gfdaSPsup3AbSZy2V+3Q6na0T6lT1gUZV0me5ez+sTpgwgXHjxpGdnc2YMWOYMGGC9gG2Lnl5eRw4cIAOHTpoRyVERUWZzHPlyhWuXLlicV9Ty8/P5/Lly5w+fZp27drRpUsX3n777Rrn3bx5szYIY27fgQMHGDp0qNk9aWlp9OjRgyNHjjB58mR69OjBrVu3yM3NNWv5qKgonJ2dmT17Ns8884zJtFmzZuHs7ExUVBRjx47F19eXJ598ki+++IIOHTrQv39/DAYDs2bN4k9/+hMGg0FbNiIigo8++sjs7WgqcjtUIYQQQgghhGhhLl26RHp6On/4wx9wcHDg2WefZfHixWRkZDToyILaqH5ThNu3bwPw5ZdfkpaWxqVLlxg8eDD9+/enV69e2nypqal88803jB8/vkHrP3PmDKGhoWbPX1RUROvWrcnKyuLs2bO4u7sDd09Z8fLyqnf5/fv3U1JSwtatW+natavJtPXr1/P666+zZ88ebeDF1dWVDz/8kGPHjrFhwwY2bdrEokWLCAwMNFm2e/funD592uztaCrqDgUKZaWmpto6oU4q96ncBtJnLZX7VG4D6bOW9FlO5TaQPmup3GfOt9q2dO83riqSPstVtWVlZeHt7Y2DgwMAjo6OeHt7k5mZacu8Ztt3rq6uAPzud79Dr9dz//33M2zYMP71r3+ZzLd582ZGjRqFh4dHg/ry8/Np3bq12T1ubm4UFhYyfvx4vv76a+3CnHq93ux1uLi48NRTTzFp0iRycnJMpjk6OhIdHc2yZcs4f/48eXl5PPHEEyQlJbFmzRoyMzPp3bs3sbGxJsu1bt2avLw8sxuaigxciAa79yq1KlK5T+U2kD5rqdynchtIn7Wkz3Iqt4H0WUv1PiFsyc/Pj5ycHMrLywEoLy8nJycHPz8/AJydnamoqNDmrzpCoYrKp8OYw8fHB09Pz2qnbd07qFhZWcm2bdssulaHp6en2XcFAQgNDeXcuXPa38+dO6fdKaShCgsLuXTpUo3TKisrOXv2LB4eHmzevJmXXnqJ48eP4+LiwuXLlzlx4gQXL17U5i8oKMDT07PBDY3tx/1uE0IIIYQQQgjRYJ07d6Zz58688cYblJeX8/rrrxMSEqKdJtKlSxf+93//F4CkpKRq11rw9/cnMzOz1jtOTJo0iUmTJjXtRpihsrKS0tJSKioqtD9XVlYC8Oijj7J27VqKi4s5d+4cSUlJDBkyRFv2448/xmAwMHLkyAY/b8+ePRs0eDps2DByc3PZuXMnRUVFxMfHEx0dbTLPsWPH6NKlC8eOHdMeO3/+PP/4xz8oKiqirKyMZcuW4eDgQLdu3bh16xZvv/02+fn5VFRUsHHjRtLT0+nTpw86nQ5nZ2dtHzk4OGBvb4+9vb02mFW1/vvvv7/B29/YWtTARUJCAhEREbbOEEIIIYQQQgib0ul0JCYmsnv3bnx9fXnvvfdITEzUjkB47rnn+PLLLxkwYACHDh2iQ4cOJsuHhobym9/8hvvuu4/27dvzySefmEy/fv06169fb7btqc22bdtwcXEhLi6O7du34+Liot0l47XXXsNoNOLn50dkZCSrVq0iPDxcW3bz5s1MnDiRVq0afmnIyMhIjhw5Yvb8rq6u7N69m9jYWNq0aQNAXFycyTwlJSVcvHiRkpIS7TE7Ozv+8pe/0L59e9q0acOnn37Kvn370Ov12NnZkZiYSEhICF5eXqxdu5bdu3dXu4bJyJEj+f7772nTpg2hoaEmFzZOTk7mkUceafD2N7YWdXHOmJgYYmJilL+KsxBCCCGEEEI0tZ49e3L06NEap4WEhHDmzBnt7ytWrKg2z5tvvsmbb75Z4/KqXJyz6jNgTby9vfnwww9rXfbdd9+1+HmnTp1K3759KSsrM/uWqBEREVy4cKHO6T+8Pk5YWBiff/659neDwaCdxuPj48Nnn31W7/Pa29uze/fuao+XlZVx4MCBGl/75taijrgQQgghhBBCCCGamp+fH0888QSbNm2ydYrFNm7cyKRJk7QjQGypRR1xIYQQQgghhBBCNIdXX33V1glWmTVrlq0TNHLEhWiwsLAwWyfUSeU+ldtA+qylcp/KbSB91pI+y6ncBtJnLdX7hBBCmEcGLkSD3XuxFhWp3KdyG0iftVTuU7kNpM9a0mc5ldtA+qylcp/q11xT/VaX0mc5ldtA+qylep+lfppbJYQQQgghhBBCiJ8EGbgQDZaammrrhDqp3KdyG0iftVTuU7kNpM9a0mc5ldtA+qylap9Op8NgMFBcXIzBYLB1To1U7aoifZZTuQ2kz1rN2VdZWUlxcTHQ9EeRycU5RYOlpaUpfeilyn0qt4H0WUvlPpXbQPqsJX2WU7kNpM9aqvY5OTnh5OTErVu3gLu3ItTpdEqdPmI0GpXq+SHps5zKbSB91mqOPqPRiNFopLKyEp1OR+vWrWnVqmmHFmTgQgghhBBCiGZU9R/6rq6ulJeXU15ern0QUEVZWRlOTk62zqiV9FlO5TaQPms1R59Op8POzo5WrVrh6OjYLAM5P+qBi8zMTB577DEcHByorKzkrbfe4r777rN1lhBCCCGEEPWys7PTjr5QTWFhIXq93tYZtZI+y6ncBtJnLdX7LPWjHrjw9fUlJSUFOzs7kpOTWblyJdu3b7d1lhBCCCGEEEIIIRrJj3rgwt7eXvtzXl4evXr1smGNEEIIIYQQQgghGpvN7yqybt06+vbti5OTE48++qjJtPLycmbPno23tzfe3t78/ve/p6KiwmSec+fOMXDgQH7/+98zdOjQ5kwXQgghhBBCCCFEE7P5EReBgYEsWrSIQ4cOce3aNZNpy5cvJyUlhbNnzwIQGRnJihUr+NOf/qTN06NHD7744gu++eYbZsyYwbFjx5q1vyUKCwuzdUKdVO5TuQ2kz1oq96ncBtJnLemznMptIH3WUrmvVatWlJWVUVZWRkVFhXIX56ysrKS0tNTWGbWSPsup3AbSZ63m6Ku6C5KDgwOOjo7NcoFOmw9cjBkzBoBTp05VG7jYtGkTa9asISAgAICFCxcyb948beDi3iumenp64urq2ozlLZeKtxW7l8p9KreB9FlL5T6V20D6rCV9llO5DaTPWqr2GQwGcnNzuXPnDq1atcLBwQE7u7sHQqtym8WmvrWhtaTPciq3gfRZq6n7jEYjBoMBo9FISUkJFRUVODk50bZt2yb9/aXsXs/NzeXatWuEh4drj4WHh3PlyhXy8/Px8PDgq6++4sUXX8TOzg6j0cif//znGtcVGxvLkiVLTB7bu3dvjfOGhYVp/yeXmppKWlpas8/XFA4ePEjbtm0bpU/mk/lkPplP5pP5ZD6ZT+b7v/mcnJwICQmhqKhI+xay6su1srIyysvLTdZz584dysrKaNeuHQ4ODsDdwYy6VA1syHwyn8wn86k03507d7h58yb5+fnaQGxdv/8spTMqckxabGwsp06d4oMPPgDg6tWrdOjQgVu3buHr6wvArVu38PPz4+rVq7Rv397i59LpdEodinevjIwMgoODITIe3HxrnS/w2kmSjq5j2EOLuOETUvsKi7LhwHy+++47OnXq1CiNqampyn6DAWr3qdwG0mctlftUbgPps5b0WU7lNpA+azVXX1lZGTdv3iQoKEj7D/u6lJSUkJWVRceOHZu8zVIGg8GsbbEV6bOcym0gfQA5OTlUVFTg5+fX4GWbe/8ZDAauXr1KQEAAjo6O9c5v6WdxZd8RVfeezc/P1x6r+nPr1q1t0iTuqu1bCFWo3KdyG0iftVTuU7kNpM9a0mc5ldtA+qylep8QQtRkzJgxdO7c2dYZSlF24MLLy4v27dtz6tQp7bFTp04RFBSEh4eHRetMSEggIiKikQqFEEIIIYQQ4sfL2dlZu9Di6tWrbZ1Tr9WrV6PT6UhOTm7QcidOnECn0xEbG9skXc3l3XffRafTkZCQUG1a1Tb+8BIJDREVFaXMdXZ+yObXuKioqNB+DAYDpaWl2NnZ4ejoyLRp04iLi+PBBx8EYMWKFTz99NMWP1dMTAwxMTHKvhhN6YcXPq2Ju7s73t7ezVAjhBBCCCGEsLWVK1eSlpbGW2+9ZesUcY+GDsy0BDY/4mL58uW4uLgQFxfHvn37cHFxYeTIkQAsXryYAQMG0L17d7p3787AgQNZsGCBjYt/ZO4Ug86OwYMHExwcXOdPp+AQcnJybF0shBBCCCFEi5SUlESvXr1wdnYmICCAuXPnatPi4+MJCQnB2dmZoKAgFi9eDNz9kOvs7My4ceMIDg7mhRdewMvLS/vmPSIiAr1ez8KFC9Hr9QwdOpQbN24AMGfOHKKjo2vtWbNmDSEhIXh6ejJ69GhtOYA33niDjh074uzsTNeuXdmxY4dZ26jT6Rg5ciS/+MUvcHd3NzlCIDMzk7Fjx+Lp6UloaChbtmwB7l4HUKfTMX/+fAAeeughs4+g6NSpE/369QNgyZIl6HQ6k6Pwq/bP8uXL8fT0xMvLixMnTpCXl8eoUaPw9fXFzc2NPn36aAMKVT2TJk3iZz/7GV5eXvz973/X1lnb65iQkEDnzp0ZOHAgvXr14ve//z1eXl5s3LgRgHXr1mlHwFRdOuHe/TZ+/HgApk2bhk6nIyYmpto2Ll26tNo21vY6lpeXM336dDw8PPjVr35V421Us7OzSU1NNbmEgy3YfOAiNjZWu2911U/VG8LBwYE333yT3NxccnNzWbdunVW3d2mRp4pUlILRABEv3b3gZ20/ES9RcDuP27dv27pYCCGEEEKIFmnKlClkZWWxYMECHn/8cS5duqRN++STTwgPD+ell14iKCiI5cuXc/DgQeDuBWLt7Oy4evUq+/bto0ePHvztb3/Tli0uLiYlJYXx48eTkpLCSy+9VG/Ljh07eP755+nRowezZ8/myJEjTJw4EYD09HSeffZZ/Pz8WLx4MQ8++CDp6elmb+fhw4fp1asXnp6eLFu2jNzcXAAmTpzIP//5T55++mm8vLyIiYkhJSUFb29v4uPjiYqKAuCZZ54hPj5e+8K7LgsXLuTZZ58FYMSIEcTHxzNz5kyTeYqLi9m4cSO/+93vGDNmDGVlZeTl5XH8+HGio6OZO3cuFy9eZNKkSSbL7d27l8jISIxGIy+88IL2eF2vY9VNE06fPs1XX31FQEAAmzZtAmDQoEHEx8fXeH2L+Ph4pkyZAkB0dDTx8fFMmDCh2jb+4he/MNnGul7H7du38/e//53w8HD8/PxISkqq9rzr1q2je/fu7Nmzp9593ZRsfqpIc2rJp4rg4l3nXUqEEEIIIYQQtmU0GnF3d2fIkCEMHDjQ5C4Nu3fvRq/Xk5WVxX333ce4ceP45ptvtG/aV65cydGjRxk7diydOnUy+XBuNBpJTEwkICCAzz//nEOHDtXbkpCQgLu7O2vWrKFVq1bk5OSwYcMGrl27pt0VIjAwkFGjRnHfffc16DNW3759ee2113BwcODVV1/lypUrFBcXk5SUxLRp01i9erV2l8ktW7bw9ttvM2/ePAD2799PdHS02V9IT58+nRMnTvCXv/yFgQMHauu5l9Fo5NNPP6VLly7aY2VlZVy8eJHKykpycnL4z3/+Q2JiIrdu3dLm+fWvf82KFSu4dOkSu3btIj8/Hw8PjzpfR4AtW7bwzjvv8Jvf/IaMjAx27doFQHh4OOHh4ezfv5/MzEyTZebNm8e7777L1q1befjhh7WjLerbxrpex6r3QdV744svvuDChQtm7dfmZvMjLsSPT1hYmK0T6qRyn8ptIH3WUrlP5TaQPmtJn+VUbgPps5bqfUL80M6dO/H29mb48OH4+Pjw8ssvA3evCzhnzhxcXV1p374948aNA+4eKVDFzs4OOzs77O3tsbe3p7y8XJvm6OhIQEAAAB07diQ7O7velmvXrnH79m26du1KcHAwGzZsAODKlSt07dqV9evXc/78ee6//36CgoL44IMPzN5OHx8f4O7FQeHuKQtV1+QLCQkBICgoCAcHB65fv272ei3l4uJiMmgBcOHCBfr374+7uzudOnUiMTERMN3nNW0H1P46VnFwcACo8bVqbHW9jtnZ2dXeGz9UdYbEvQMlttCiBi5a5KkiTUDl+7WD2n0qt4H0WUvlPpXbQPqsJX2WU7kNpM9aKvepfgSwnZ3aHxN+qn1Dhgzhyy+/JDs7m8cee4ylS5eSmprKp59+ytatWxk+fDg7d+7UrgtRdeRDfe7cuaNd1+DKlSv4+v7fkdhVRwOUlJSYLNOuXTu8vLzYs2ePyU9oaChGo5GZM2dy4cIFLl26hLe3N88884xF23zv88HdUykArl69Snl5OYGBgdo8VfvVYDA0aN31LVfT67V8+XLOnj3LsmXLePfdd7XPkeb8263tdayNua9jXdtRNe2H66rrdfT19TV5b1y+fLnaelW5xoWcKiKEEEIIIYQQChgwYAB9+vShXbt2nDt3Drj7QbnqG/r8/HzS09PZvXt3g9f9xBNP0LlzZy5cuKBdKwEgODgYnU7Hxo0badWqFf7+/kybNo3Jkyfz2WefkZCQQP/+/cnKyuLQoUN8++23pKenM378eEaMGIGbmxtZWVlWf8Zq3749ERERbNu2DS8vL1JSUgB48skntXmqBjHWrVvHlStXtFMr6lN1RMH7779Pp06dCAwM5OGHH65zmap9fuPGDfLz8zl27JjZ21Lb61ift99+m/z8fG3QpuoWtVWnflRt/5YtW9DpdHTt2pVBgwbVuY11vY7Dhg1j586d2nvjP//5T7WmdevWsWTJEjZv3mzToy7UHqoUSqprtFAFKvep3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdxn7jesttLQb7Sb20+1r2/fvnz44YcsWbKE77//nri4OMLCwhg+fDizZ88mNTWV9evXaxdlNJebmxsDBw5k9+7dDB48mBUrVmjTAgICWLp0KQUFBSxYsIBXX30VgKlTp7JmzRrOnz/P0qVL2b17t3Y9DS8vLwIDA9m0aRMrVqzA29ubt99+26JtvtfOnTt5+OGH+dvf/kZ2djYbN25k6NCh2vRRo0bxq1/9ikOHDjFt2jSzT08JCAjgxRdfJCsri6effpqVK1fWu0xsbCwDBgxg8+bNnDhxgsceewww77Wt7XWsT1xcHPPnz+fSpUvcuXOH+fPna3dSAXjggQeYMmUKp0+f5je/+Y3JnUxq28a6Xscnn3ySqVOn8tVXX/H999/z0EMP1dtoKzqj6r81G1FCQgIJCQkcOXJE2f+zyMjIIDg4+O6dPuq4mGbgtZMkHV3HsIcWccMnpPYV3roAR16pd30UZcOB+dpVbuuyd+9eRo8eXc+W2I7KfSq3gfRZS+U+ldtA+qwlfZZTuQ2kz1rN1VdWVsbNmzcJCgoy6xSBkpISsrKyajyfXBUGg0Hp0zGkz3wRERGcOHGCwsJCQK22mkifdZq7z2AwcPXqVQICAqpdhLQmOp3Oos/i6u7xJhATE6PdalUIIYQQQgghhBDqa/DARffu3Vm5ciVXr15tih4hhBBCCCGEEEIITYMHLpYuXcrx48fp1q0bw4YNY/PmzdphR0IIIYQQQggh1JGcnCyf18SPXoMHLsaPH897773H999/z5QpU9i1axft2rXj8ccf58MPP6SysrIpOoUQQgghhBBCCNECWXyNC3d3d6KiooiKiqJdu3YcOnSI+fPnExQUxD//+c/GbGw0CQkJ2v13hRBCCCGEEEIIob4GD1wUFxezc+dOHnnkETp27MjBgwdZsmQJN2/eJC0tjfXr1zN79uymaLWaXJyzcZhzKx9bUrlP5TaQPmup3KdyG0iftaTPciq3gfRZS/U+IYQQ5mnwwIWfnx+vvfYaI0eOJCMjgw8//JDx48drtz559NFHcXd3b/RQoY5u3brZOqFOKvep3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdyn0+lsnVAnlW/3CNLXULGxscTExAANa0tOTqZTp04Neq65c+ei1+uxs7Oz6Evj5tx3CxYsICgoCHd3d3r27Gly5sDatWvp3Lkz7u7udOnShc2bNze4b/369bz44otmz3/mzBl69+6Nq6srDz30ENevXzdruZiYGPz9/fHw8GDAgAEcPXpUm1bbNhqNRp5++mnatm3Lb3/72xpvUfrRRx8xYcIEs/ubUoPfFUePHuXkyZPMmTOHNm3a1DjPN998Y3WYEEIIIYQQQm5U/3oAACAASURBVIgfl9dee43CwkI6dOhg65R6TZ48mXPnznH79m22b9/O5MmTyc7OBuCXv/wlJ06c4Pbt23z22WcsWrSIM2fOmL3uO3fu8Morr/Dcc8+ZvcyECRMYP348//3vf+nevTszZ840a7nnnnuO7777jvz8fJYtW8bo0aMxGAx1buOnn36Kvb29Njjy2WefVVvvI488wtmzZzl9+rTZ29BUGjxwERYWRmlpqcljpaWllJeXN1qUUFtqaqqtE+qkcp/KbSB91lK5T+U2kD5rSZ/lVG4D6bOWyn01fbupkqoPPaqSPvN8+eWX6PV6VqxYwY4dO9Dr9ej1evLz8wG4du0av/zlL/H09OT+++/n3//+t7asp6cnkZGRXLlyRVtu//79ABw7dowHHngADw8PgoODWbFiRYPe0+vWrav1iKjm3Hc9evSgdevWAJSXl1NaWkpGRgYAoaGheHt7A3cHIQwGA2lpaWb3ffDBB/Ts2ZO2bduaNf/Zs2e5fPkyzz//PC4uLixYsIADBw5QUFBQ77K9evXCxcUFo9FIWVkZWVlZ5OTk1LmNRqOxxqNHcnJyTF7LCRMm8Pe//92sbWhKDR64GDt2rPaGrXLgwAHGjBnTaFFNRS7O2TjS0tJsnVAnlftUbgPps5bKfSq3gfRZS/osp3IbSJ+1VO8ToqkNGDCAwsJCFixYwKRJkygsLOT27dt4eHgA8Nvf/pbu3buTlZXFwoULGTt2LMXFxQDk5eVx4MABOnToQGFhIYWFhURFRQF3PwAvW7aMW7dukZSUxOuvv85HH31kdld2drYy/z5XrlyJi4sL/fr1Izw8nF69emnTdu7ciZubG6GhobRu3Zrhw4ebvd4DBw4wdOhQs+dPS0sjJCSEjIwMfvnLXxIQEICLiwvp6elmLT9r1iycnZ0ZNWoUY8eOxdfXt85tHDlyJGVlZQQGBgJ3B2rmz5/P888/bzJYEhER0aDXtqk0eOAiJSWF0aNHmzz2q1/9ipSUlEaLaipycU4hhBBCCCGEuDv48PHHHzNv3jwcHR2Jjo5Gr9dz7NixepcdNGgQI0eOxNHRkeDgYCIiIhp0OkFsbKwyRx29+OKLFBYW8vHHHzN16lQcHBy0aRMnTqSwsJAvvviC6dOnawM+5jhz5gyhoaFmz19UVETr1q3Jzc3l22+/paKiAnd3dwoLC81afv369RQUFLBz506io6NNptW0jTqdjk2bNnHkyBHs7OxYtWoVM2bMICEhweSald27d+fixYvagJatNHjgws3NjaKiIpPHCgoKcHNza7QoIYQQQgghhBBNJzs7G4PBYHIqg7+/P5mZmfUum5aWRmRkJH5+fnh6evLBBx9w586dpsxtUvb29vzyl79k//79HDx40GSaTqdjwIABXL58uUGnTOTn52unaJjDzc2NwsJCfv7zn3P9+nWcnJwoKChAr9ebvY6qAahly5Zx/vx5k2k/3EaDwcC0adPYtm0bL7/8Mu7u7gwaNIgZM2aYLFe1DXl5eWZ3NIUGD1xERkYyffp0srKyAPj++++ZMWMGjzzySKPHCSGEEEIIIYSwTk3XMvD19cXOzs5koOLmzZv4+fnVuRzAzJkzCQ8P5+rVq+Tl5REVFVXtCAo7Oztljqowl9ForPXIkbqm1cTT09Os61NUCQ0NJT09XRsAun79OsXFxXTp0sXsdVSprKzk7NmzNU6r2g47OzvWr1/PihUruH37NmfOnOHq1avodDqSkpK0+au2wdPTs8EdjanBAxfx8fGUlpbi7++Pq6sr7du3586dO6xataop+oQQQgghhBBCWMHf35/z589TWVmpPebg4MDIkSNZvXo15eXl7Nq1i4KCAh544P+xd+dhUZWN/8c/g6AioIC4g8KDCm6ouaHpA2pu9dVy10wlM9u07cklt9AH0bRMDevp64ZZZmmPomlpiWj9zD0CMVARglFBlB1Bgbl/f/BlEmU9Z5hzE5/XdXFdOnOYec8ZbgZuzrmnT4nPS05ORkpKSonby8rKgpOTE+rVq4eTJ0/ixx9/fOQ+XV1dcfLkyVJ7NmzYoOgXclNbs2YNUlJSYDAYcOjQIfz444/w9vYGUPR2qHq9HkIInD59Gjt37kTfvn0rfdtdunSp0joenTt3Rps2bbB27Vrk5uZi5cqVGD58eImjNq5fv462bdviv//9r/GylJQUbNq0CRkZGSgoKMCWLVtw9epV9OjRo8LHaG1tDaBooqNOnTqwsLCAlZVViaNn/vjjD7i7u6NBgwaVfizVocoTF40aNcKBAwdw48YNHD9+HNevX8eBAwc0n4Ghv7/U1FTEx8dX+FGVmU0iIiIior+7CRMmwMbGBq1atULr1q2RmZkJAPjss88QFRWFJk2aICAgALt37y6xBED79u0xY8YMdO7cGc7Ozjh8+DCAol+GP/vsM9jZ2WH16tUYNmzYI/e5YsUKbNu2DTY2Nli0aFGJ61JTUxEbG1uNj7hyjh8/js6dO8POzg5vvfUWPv30U/Tv3x9A0RoV3t7esLW1xcSJEzF37lxMmTKl0rc9YsQIHD9+vEo9u3btwtdffw1HR0dcvHgR//nPf0pcn5+fj9jYWOPzBxQd2bJr1y64u7vDwcEBGzduxO7du+Hm5lbhYyzWoUMHtGnTBk2aNEFqaiqGDh1qvC4sLEyKsyt0oqYdv2MCOp1O2sOW4uPji77IRqwBbJzK3K6l/jxCTwVh0MDFuNHYvewbTLkMHF9Z4e0h5zbw/VzExcXB1dW13Mbo6Ogy376ouqSmpsLVzR1ZmRWfW2Vj2xAJf8YZ375IJlrsu6pgnzoy98ncBrBPLfYpJ3MbwD61zNV37949JCUlwcXFpcxD6x+Um5uLW7duoU2bNtXeppTBYKjUY9EK+5STuQ34+/Tdv38fbdu2xdmzZyv9lqimYOr916VLF3z55Zfw8vIq8/4SExPRokUL1K1bt8LbU/q7uGVVP8FgMOC7775DTEwMcnNzS1y3dOnSKgeYU3BwMIKDg7XOqPG0+AElMzOzaNLC913AupwJidxU5IStRGZmppQTFzL/cAewTy2Z+2RuA9inFvuUk7kNYJ9aMvfpdDqtE8ol8y+OAPvUkLkN+Pv01a1bF++++y7Wrl2L999/v5qr/mLK/Xfo0CF07NixzEkLc6ryxMXkyZMRGhqKXr16oV69esbLZf/mCxS9Haqfn1+NaKUyWDuWf+QIERERERGRBF555RWtE1R58sknpThNBFCwxsX333+PiIgIHDp0CHv37jV+PLhACP29RUdHa51QY8m+79injsx9MrcB7FOLfcrJ3AawTy2Z+2Q9bbmYwWDQOqFc7FNO5jaAfWrJ3qdUlScuOnbsKP3hO1S9qrI6LpUk+75jnzoy98ncBrBPLfYpJ3MbwD61ZO8jIqLKqfIMhLe3N3x9feHv748NGzaU+CAiIiIiIpKJr69vhevcvfzyywgMDCxx2fjx42FrawudTof4+PjqC5Sc2scfFhZW4eL/svrmm2/QunVr2NnZYebMmSgoKKjS51+8eBH9+vWr9PYZGRl45plnYGNjAw8PD5w4caLSn/vuu+/CwcEBLVq0QFBQUInrNmzYgGbNmsHR0bHEO7x89tlnaNmyJQYPHvzIW94CRW+12rFjR9y7d6/SHdWlymtc/P7772jevPkjb+2i0+nw+uuvmyyMiIiIiIjIHB5+20kA2L17N4CasZYfmZ5er8eMGTOwf/9+dO/eHUOHDsWGDRvw5ptvVvo2li5dinfeeafS27/77rswGAxITk7Gvn37MH78eMTHx8Pa2rrcz/vmm2/w1VdfITIyEqmpqfDx8UHfvn3Ro0cPnDlzBu+99x5+/vln2Nvbo3///ujRoweGDRuGrVu34vLlywgJCcH69esREBBQ4nabNGmCQYMGYdOmTZg9e3alH0d1qPIRF8eOHSv1IzQ0tDr6iIiIiIiIyuTs7PzIeib37t1D/fr1kZWVBQCIioqCl5cXGjVqhGXLlhm3++mnn2BrawsrKyv4+/tX6X537tyJDh06wNHREZMmTUJmZmalPi8nJwevvvoqWrVqBScnJ8yZM8d43YkTJ+Dl5QV7e3sMGzYMer3eeJ2rqyuWLVsGd3d3NG7cGJs3bzZe5+vri7lz55b6GAsKCrBw4UK0bt0aLVq0wLJly0qssfLbb7/hn//8J+zt7eHh4YHvv/8eADBy5EjY2toCADp16gRbW1vMnz+/xL7r3r07HBwcMHz4cNy8ebPEvim+v2+//faRfXDmzBl4enrizJkzldpnWggJCUHfvn0xaNAgODg44I033sCuXbsq/fk3btzAiRMn8D//8z+V/pzdu3dj/vz5sLW1xXPPPYeGDRvi2LFjlfq8F198Ec7OzujcuTPGjh2Lr7/+2njduHHj0LlzZzg7O2PmzJnGx6HT6R55e9L8/PwSX8uTJ0/G//7v/1b6MVQXRYtVCCEQERGBH374AUDRYCgsLDRpGBERERERUUX69OmD8+fPl7gsMjIS7dq1g52dHQAgNDQUx48fR2hoKAICAnDr1i0AwBNPPIHs7GxMmTKlSvd58uRJzJkzBzt37kRSUhIaNGiAxYsXV+pz33zzTSQkJCAiIgIJCQno378/AODu3bsYN24cli5dilu3bqF9+/Z46aWXSnzumTNncPHiRWzevBlz584tsRBjWY9x9erVOHr0KM6dO4fIyEiEhIRg7969AIpOTRg2bBimT5+OlJQUHD58GPXr1wcAHDhwANnZ2QCKJn6ys7ONb+sZFxeH0aNHY/Xq1UhJSUGfPn2MrdevX8esWbOwZ88exMTEPPLcFD/WmJgY3L17t9L73NxiYmLQsWNHfPXVV5g7dy46duxYpXVzfvzxR/Tq1Qt169at1Papqam4ffs2PDw8MGTIEFy5cgUdOnSo1H0Wt7799tv45ptvSrQWX/fhhx9i3bp1xutsbGwwbdo0tG3bFlu2bMHMmTOxbt06TJ48ucSpQX369MHVq1dLTKJpocoTFzExMejUqRN8fHwwbtw4AEWHpkyfPt3kcUREREREROUpnrjIzc1F48aNceXKFZw/fx7e3t7GbaZMmQIHBwf06NEDTZo0wbVr11Td57Zt2zBjxgx0794ddevWxeuvv459+/ZV+HkGgwE7duzAhx9+iMaNG6NBgwaYOHEiAODXX39Fw4YNMW7cONStWxdz587F4cOHS6yr8MILL8Da2hpPPfUU0tPTjZMT5T3Gbdu2YenSpWjatCmcnJwwffp0Y+t3330Hd3d3vPDCC7CysoKrqysGDhxY4ePYuXMnhg8fjiFDhsDS0hJvvfUWDh48iPz8fBw+fBh9+/ZF79690bBhw1LfEtTX1xdCCPj6+lZ4X1rJycmBnZ0drl+/jitXrqBhw4bGiZzKiIyMRPv27at0fwBQv359REVFIS0trdL3Wdx65coV3Lhxo8TnFV8XHx+PuLi4Ete9+uqriIyMhI+PDxYtWoSuXbtiz5498PLyMt62paUl2rZti4iIiEo/lupQ5TUuZs2ahTfffBOzZs2Cg4MDgKL3d507d67J40hOHh4eWifUWLLvO/apI3OfzG0A+9Rin3IytwHsU0v2PjINb29vLFmyBCdPnoSLiwuOHj2KCxculJi4cHR0NP67bt26yMvLU3Wfer0eX375JTZt2gSg6Ij0yizcmJKSgnv37pW6WOWtW7fQrFkz4/+bN2+OwsJC3L59G82bNy/xOIr/iv/g4yjrMer1ekyePNn4zpCFhYXGozz0er2ihTP1ej0OHDgAe3t742VWVlZITk7GrVu30LRpU+PlDz6mmsTGxgbZ2dkICAjAO++8g99++8146kxlZGRkVOmx29jYACg6m+HGjRsAgKysrErdZ3HrgQMHYDAYsH79euPnFV/38ccfAwD27t1rvG716tW4fPky5syZg9jYWEybNg3u7u7Ys2cPnJycjLdvZ2eH9PT0Sj+W6lDlIy4iIiLw4osvAvhroZpGjRpJfZhPseDgYKln9WoKT09PrRNqLNn3HfvUkblP5jaAfWqxTzmZ2wD2qSVzn+wLPhb/kiurB/t69uyJyMhIHD16FIGBgQgLC3vkiAs1Hl4DAChaV2P58uVIT09Heno6MjIyjH8xf7jvQU2aNEG9evVKfZeOpk2bIjk52fj/pKQkWFhYlPgFUglnZ2eEhoYaW7OysozrWDg7O1f4jiGlfa0Wr5VQfJvp6enIy8uDs7MzmjZtWuJIkAcfU2XI8rXXvn17XLp0yfj/S5cuwcPDo9J99vb2xjVWKsPR0RFOTk6l3mdVWi0sLEp8XlmPAwDmzJmDzZs3o2vXrli5ciXCw8Px4osvPvKOoVlZWSUmqbRQ5a8KV1dX/PzzzyUuO3XqFNzd3U0WVV38/PwQFhamdQYREREREZlIgwYN0KZNG+zbtw/Dhg1Deno6EhIS0KFDB5PcvqurK06ePFnisunTp2Pjxo2IjIwEACQmJiIkJKTC27KwsMCUKVMwd+5cpKamIjc3F3v27AFQdORIeno69uzZg/z8fKxZswbDhg2DpWWVD5J/pHXJkiVITk6GwWBAREQE/t//+38AgKeeegpXr15FcHAwCgoKkJiY+MjvS82bN8fFixdLXDZp0iTs3r0bv/zyC4QQSElJMS4GOWzYMJw6dQpnzpxBVlZWqe/Ycvr0abRt2xanT59W9diq09NPP42TJ08iLCwM6enpWL9+vfG0nsro0qVLldbEAIregnf16tXIycnBzp07kZmZ+cipO76+viUWSQWACRMmYNOmTbh+/TqioqLw7bffYsKECcbb3LNnD6KionD9+nVs3rzZ+DgefLcSIQTq1KmDunXr4v79+8bLCwoKcPXq1RKnj2ihyhMXy5Ytw5NPPolZs2bh3r17WLJkCcaOHVvlVXip5np41WaqPNn3HfvUkblP5jaAfWqxTzmZ2wD2qSVz38N/wZfNg4s+yujhvj59+sDT0xN16tTBY489hm7dulXqL+PF75zx5ZdfIjAwELa2tnj55ZdLbPPRRx9h3rx5sLW1Nb67Qv/+/REYGIhJkybBzs4OAwcORGxsbJl9D1q3bh1atmyJTp06oVWrVsZ3Z7SxscGePXuwbNkyNGnSBNHR0aX+0l9V8+fPR48ePdCnTx/Y29tjxowZxjUO7O3t8cMPP2DLli1o3LgxfHx8Shw5AgCBgYF4+eWX0apVK+PvfO7u7vjiiy/w5ptvolGjRnjssceMi3C2atUKn332GcaNG4f27dvDx8fnkabc3FzExsYiNzf3ketk+dpzcXHB1q1bMXXqVLi4uMDLywtvvPFGpfuGDBmCc+fOlZgEqMjKlSsBFB2Z4+/vj927dz/yVqjx8fGPHMUyYcIETJw4EZ07d8bAgQOxfPly9OzZE0DR2HjvvfcwcOBAdO7cGZMnT8bYsWMfue+33noL7du3x+rVq/HGG28YLy+eZHJ2dq7046gOOqHgu+a5c+ewZcsWJCQkwMXFBTNmzEDv3r2ro69alHa4lyzi4+Ph5uYGjFgD2JR9WFhL/XmEngrCoIGLcaNxOUe7pFwGjq+s8PaQcxv4fi7i4uIqPM8tJCQETz/9dAWPxLQqu1+q8ji0oMW+qwr2qSNzn8xtAPvUYp9yMrcB7FPLXH337t1DUlISXFxcKvXLcm5uLm7duoU2bdpUe5tSBoNBmkP2S8M+5WRuA/5efWPHjsWUKVMwZsyYaq76i6n332uvvYYOHTpg9uzZZd5fYmIiWrRoUal3UFH6u7ii44569uxpnMEhIiIiIiIiopKWLVuGl156yawTF6Z0+/ZtHDt2DGvXrtU6peoTF8uXLy/zuqVLl6qKISIiIiIiIvo76Ny5s3E9kZro4cVCtVTliYvffvutxP8zMzNx6tQp/POf/zRZFBERERERERERoGDiYu/evY9cFh8fj8DAQJMEEREREREREREVM8mqHa6urrhw4YIpboqIiIiI6G+teHG6rKws5OfnS7toPBFRWYQQuH//PrKysgAUfV+rTlU+4mLDhg0l/l9QUIBff/1V6pVfybQ8PDy0TqixZN937FNH5j6Z2wD2qcU+5WRuA9inlqx99erVg42NDdLT041vrajT6ar9B38iIlMQQhgnXOvUqQN7e3tYWip6349KU32qSP369eHh4YEPP/zQZFGV9euvv+Ltt99G3bp1je+/bG9vb/aO2sbT01PrhBpL9n3HPnVk7pO5DWCfWuxTTuY2gH1qydqn0+nQpEkTCCFQWFhoPOqCR14QUU2g0+lgYWEBS0vLap+wKFblezl27Fh1dCjSpk0bHD16FA0aNMB//vMfbNy4EYsWLdI6i4iIiIioQjqdzqw/+BMR1VQ1+vyOli1bokGDBgDAb/pmFB0drXVCjSX7vmOfOjL3ydwGsE8t9ikncxvAPrVk7rt3757WCeVinzoy98ncBrBPLdn7lKryxIWFhQXq1KlT5kfx9ZUVFBSEnj17ol69enjmmWdKXJefn4/Zs2fD0dERjo6OmDNnDgoKCh65jTt37uCTTz7BCy+8UNWHQwrExMRonVBjyb7v2KeOzH0ytwHsU4t9ysncBrBPLZn78vPztU4oF/vUkblP5jaAfWrJ3qdUlQ9RmDt3Ls6dO4c33ngDLVq0wM2bN/Hxxx/Dx8cHI0eOrHJAy5YtsXjxYvz000/Q6/UlrgsICMAvv/yCqKgoAMCIESMQGBiIpUuXGre5e/cuxo8fj6CgIDg5OVX5/omIiIiIiIhIXlWeuPjiiy9w5coV4ykaADBo0CB4eHhg8eLFVQ4YM2YMACA8PPyRiYutW7fio48+QosWLQAAixYtwjvvvGOcuCgoKMCkSZMwZ84c9OvXr8r3TURERERkKvn5+ahbty7fHYSIyMSqPHFRp04dXLlyBV27djVedu3aNZO/HWpaWhr0ej26detmvKxbt25ISEhARkYGGjVqhK+++gonTpxAZmYm1q9fj6eeegpz58595Lb8/f2xbNmyEpeFhISUer8eHh7GFaijo6PLPMSwOrfT0pEjR9CsWbNHLn+4T4v9VxWVeRxaPb/cjttpsV0x9rGPfWVjH/uUbqfT6dCqVSvcu3cPderUQf369WFlZQWdTofCwkIUFhaWenvZ2dnGU6zL2674lGxzb8e+v29fRkaGZvuFfexTQieq+L5Ln3zyCebPn4/hw4ejefPmSE5Oxg8//IBVq1bh1VdfVRzi7++P8PBw7Nu3DwCQmJiI1q1bIyUlxXgKSEpKCpo2bYrExEQ4Ozsrvi+dTift203Fx8fDzc0NGLEGsCn71JeW+vMIPRWEQQMX40Zj97JvMOUycHxlhbeHnNvA93MRFxcHV1fXchtDQkLw9NNPV/BITKuy+6Uqj0MLWuy7qmCfOjL3ydwGsE8t9ikncxvAPrXM2SeEQEFBAe7du4eCggIYDIZyf96MiYkpMbEnG/apI3OfzG0A+9SSvc/JyUnR7+JVPuLi1VdfRd++fRESEoLk5GR07NgRCxYswGOPPVblOy+Pra0tgKLZouKJi4yMDACAnZ2dSe+LiIiIiEgNnU4HKysrWFlZVWr7lJQUqU91Zp86MvfJ3AawTy3Z+5RS9P6h3bt3R/fu3U3dUoKDgwOcnZ0RHh4Od/eiIwrCw8Ph4uKCRo0aKbrN4OBgBAcHm7CydpJ5Bk92su879qkjc5/MbQD71GKfcjK3AexTS+Y+mdsA9qklc5/MbQD71JK9TylFC1Ps2rULY8aMwYABAwAAx48fx3fffacooKCgAHl5ecZD6vLy8nD//n0AwPPPP48VK1YgKSkJSUlJCAwMxMyZMxXdDwD4+fkhLCxM8edTERnW4qipZN937FNH5j6Z2wD2qcU+5WRuA9inlsx9MrcB7FNL5j6Z2wD2qSV7n1JVnrj497//jVWrVuGf//wnIiIiABQdHbF8+XJFAQEBAbC2tsaKFStw4MABWFtbY+jQoQCAJUuWoG/fvujQoQM6dOiAfv36YeHChYruh4iIiIiIiIhqnipPXGzatAlHjhzBm2++aXwnkU6dOuHy5cuKAvz9/SGEKPFRfFSElZUVNm7ciLS0NKSlpSEoKAiWlorObgFQdKqIr6+v4s+nItHR0Von1Fiy7zv2qSNzn8xtAPvUYp9yMrcB7FNL5j6Z2wD2qSVzn8xtAPvUkr1PqSpPXBQUFBgXzix+j+qcnBzjZTLjqSKmUZm3HKPSyb7v2KeOzH0ytwHsU4t9ysncBrBPLZn7ZG4D2KeWzH0ytwHsU0v2PqWqPHExfPhwzJgxAzdu3AAA3L9/HwsWLMCIESNMHkdEREREREREtVuVJy7Wrl2LnJwcODs7Iz09Hba2tkhMTMSaNWuqo8+keKoIERERERERUc1S5QUj7O3tceDAASQnJyMhIQEuLi5o3rx5dbSZnJ+fH/z8/IynuBARERERERGR3Kp8xMXChQtx/vx5NGvWDL169aoxkxZEREREREREVPNUeeIiKCgIXbp0qY4WIiIiIiIiIqISqjxx4ejoiNzc3OpoqXZc48I0PDw8tE6osWTfd+xTR+Y+mdsA9qnFPuVkbgPYp5bMfTK3AexTS+Y+mdsA9qkle59SOiGEqMon7Nq1CwcPHsQHH3yAZs2aVVdXtdLpdKjiwzab+Ph4uLm5ASPWADZOZW7XUn8eoaeCMGjgYtxo7F72DaZcBo6vrPD2kHMb+H4u4uLi4OrqqvwBKJCamorMzMxyt9Hr9RgwYIDUj4OIiIiIiIjKpvR38SovzvnKK6/g7t272LlzJ2xsbGBp+ddNpKamVjmAarfU1FS4urkjKzNd6xQiIiIiIiKSUJVPFdm3bx+OHDmC0NBQHDhwAHv37jV+UO0QHR1tstvKzMwsmrTwfbfoaIqyPvq8YrL71JIp9111YJ86MvfJ3AawTy32KSdzG8A+tWTuk7kNYJ9aMvfJ3AawTy3Z+5Sq8sSFhYXjCgAAIABJREFUj49PmR+y4xoXphETE2P6G7V2LDoFpKyP+vamv08NVMu+MyH2qSNzn8xtAPvUYp9yMrcB7FNL5j6Z2wD2qSVzn8xtAPvUkr1PqUpNXCxZsqTUf9c0fn5+CAsL0zqDzECv1yM+Pr7cD57aREREREREJL9KTVysX7++1H8TSef+XUBngQEDBsDNza3cD1c3d05eEBERERERSa5Si3M6ODjgyy+/RJcuXVBYWIjIyMhSVwL18vIyeSCZl16vr3CbrKwsM5QoVJAHCEPRmhnWjmVvl5uKrLCVyMzMhKNjOdsRERERERGRpio1cfHxxx/jX//6F+Lj42EwGNC1a9dHttHpdCgsLDR5IJnJA0cqVMS6gQ2efPJJuX/hL14zg4iIiIiIiGq0Sk1cjBo1CqNGjQIA2NnZyf0X93IEBwcjODhY6ww5VeFIhVweqUBERERERERmUqmJiwd17NixOjrMws/PD35+ftDpdFqnyItHKlQrDw8PrRPKxT51ZO6TuQ1gn1rsU07mNoB9asncJ3MbwD61ZO6TuQ1gn1qy9ylV5bdDPX36dHV0ENUKnp6eWieUi33qyNwncxvAPrXYp5zMbQD71JK5T+Y2gH1qydwncxvAPrVk71OqyhMXRERERERERETmwokLIjOKjo7WOqFc7FNH5j6Z2wD2qcU+5WRuA9inlsx9MrcB7FNL5j6Z2wD2qSV7n1KcuCAyo5iYGK0TysU+dWTuk7kNYJ9a7FNO5jaAfWrJ3CdzG8A+tWTuk7kNYJ9asvcpxYkLIiIiIiIiIpJWrZq4CA4Ohq+vr9YZRERERERERFRJtWriws/PD2FhYVpnEBEREREREVEl1aqJCyIiIiIiIiKqWThxQURERERERETSstQ6gP6+UlNTkZmZWe42er3eTDVy8PDw0DqhXOxTR+Y+mdsA9qnFPuVkbgPYp5bMfTK3AexTS+Y+mdsA9qkle59SnLigapGamgpXN3dkZaZrnSIVT09PrRPKxT51ZO6TuQ1gn1rsU07mNoB9asncJ3MbwD61ZO6TuQ1gn1qy9ynFiQuqFpmZmUWTFr7vAtaOZW+Yeg04/an5woiIiIiIiKhG4RoXVL2sHQEbp7I/6ttrXWhW0dHRWieUi33qyNwncxvAPrXYp5zMbQD71JK5T+Y2gH1qydwncxvAPrVk71OKExdEZhQTE6N1QrnYp47MfTK3AexTi33KydwGsE8tmftkbgPYp5bMfTK3AexTS/Y+pXiqCClS0aKatW3RTSIiIiIiIqoetWriIjg4GMHBwVpn1Gz37wI6CwwYMEDrEiIiIiIiIqoFatXEhZ+fH/z8/KDT6bROqbkK8gBh4KKbREREREREZBa1auKCTKh40c2y3E01XwsRERERERH9bXFxTiIiIiIiIiKSFicuiMzIw8ND64RysU8dmftkbgPYpxb7lJO5DWCfWjL3ydwGsE8tmftkbgPYp5bsfUpx4oLIjDw9PbVOKBf71JG5T+Y2gH1qsU85mdsA9qklc5/MbQD71JK5T+Y2gH1qyd6nFCcuiIiIiIiIiEhanLggMqPo6GitE8rFPnVk7pO5DWCfWuxTTuY2gH1qydwncxvAPrVk7pO5DWCfWrL3KcWJCyIziomJ0TqhXOxTR+Y+mdsA9qnFPuVkbgPYp5bMfTK3AexTS+Y+mdsA9qkle59SnLggIiIiIiIiImnV6ImL/Px8PP7447C3t8eePXu0ziEiIiIiIiIiE7PUOkANS0tL7NmzB5999pnWKURERERERERUDWr0ERc6nQ4tWrTQOoOIiIiIiIiIqonmExdBQUHo2bMn6tWrh2eeeabEdfn5+Zg9ezYcHR3h6OiIOXPmoKCgQKNSIiIiIiIiIjI3zScuWrZsicWLF+PFF1985LqAgAD88ssviIqKQlRUFH7++WcEBgZqUElkGh4eHlonlIt96sjcJ3MbwD612KeczG0A+9SSuU/mNoB9asncJ3MbwD61ZO9TSvOJizFjxuCZZ56Bk5PTI9dt3boVixcvRosWLdCiRQssWrQIW7Zs0aCSyDQ8PT21TigX+9SRuU/mNoB9arFPOZnbAPapJXOfzG0A+9SSuU/mNoB9asnep5S0i3OmpaVBr9ejW7duxsu6deuGhIQEZGRkoFGjRgCACRMm4Ny5c7C1tcWZM2ewevVqrZKJiIiIiIiIyMSknbjIzs4GANjb2xsvK/53VlaWceLim2++qfC2/P39sWzZshKXhYSElLqth4eHcZYqOjoaMTExZt+OzOfIkSNo1qzZI5dX1/MbHR0NAJp8XbGvdvcBMDayj33s+0vjxo3Rv39/s98v+9jH7bgdt+N2tXm7qtIJIYRJbkklf39/hIeHY9++fQCKjrhwdHTE1atX4e7uDgC4evUq2rVrh/T0dOPEhRI6nQ6SPOxHxMfHw83NDRixBrB59PSZYi315xF6KgiDBi7GjcbuZd9gymXg+MoKb6/WbZdzG/h+LuLi4uDq6lr2diYWEhKCp59+2mz3V1XsU0fmPpnbAPapxT7lZG4D2KeWzH0ytwHsU0vmPpnbAPapJXuf0t/FNV/joiwODg5wdnZGeHi48bLw8HC4uLgonrQIDg6Gr6+viQqJiIiIiIiIqLppPnFRUFCAvLw8FBQUwGAwIC8vD/fv3wcAPP/881ixYgWSkpKQlJSEwMBAzJw5U/F9+fn5ISwszETlRERERERERFTdNF/jIiAgoMT6E9bW1vDx8UFYWBiWLFmCO3fuoEOHDgCAKVOmYOHChVqlEhEREREREZGZaX7Ehb+/P4QQJT6Kj4qwsrLCxo0bkZaWhrS0NAQFBcHSUvlcC08VISIiIiIiIqpZNJ+4MCeeKkJERERERERUs2h+qgiRzFJTU5GZmVnhdg0bNoSjo2OF2xW/LaCs2KeOzH0ytwHsU4t9ysncBrBPLZn7ZG4D2KeWzH0ytwHsU0v2PqVq1cRFcHAwgoODtc6gGiI1NRWubu7IykyvcFu7hvaIj4utcPKi+D2NZcU+dWTuk7kNYJ9a7FNO5jaAfWrJ3CdzG8A+tWTuk7kNYJ9asvcpVasmLvz8/ODn5wedTqd1CtUAmZmZRZMWvu8C1uVMSOSmIitsJTIzMyt11AURERERERFVXq1a44JIEWtHwMap7I/yJjUeEh0dXY2h6rFPHZn7ZG4D2KcW+5STuQ1gn1oy98ncBrBPLZn7ZG4D2KeW7H1KceKCajW9Xo/4+PhSP/R6vcnvLyYmxuS3aUrsU0fmPpnbAPapxT7lZG4D2KeWzH0ytwHsU0vmPpnbAPapJXufUrXqVBGucUFG9+8COgsMGDBA6xIiIiIiIiIqR62auOAaF2RUkAcIQ/nrV6ReA05/at4uIiIiIiIiKqFWTVwQPaJ4/YrS3E01bwsRERERERE9ghMXRGaUlZWF+Pj4Crdr2LAh36GEiIiIiIgItWzigmtckJZSU1Mx66WXkXs3p8Jt7RraIz4ulpMXRERERERU69WqiQuucUFayszMLJq0KG9dDQDITUVW2EpkZmaafeLCw8PDrPdXVexTTuY2gH1qsU85mdsA9qklc5/MbQD71JK5T+Y2gH1qyd6nVK2auCCSQnnramjM09NT64RysU85mdsA9qnFPuVkbgPYp5bMfTK3AexTS+Y+mdsA9qkle59SFloHEBERERERERGVhRMXRGQUHR2tdUK52KeczG0A+9Rin3IytwHsU0vmPpnbAPapJXOfzG0A+9SSvU8pTlwQkVFMTIzWCeVin3IytwHsU4t9ysncBrBPLZn7ZG4D2KeWzH0ytwHsU0v2PqVq1cRFcHAwfH19tc4gIiIiIiIiokqqVRMXfn5+CAsL0zqDiIiIiIiIiCqpVk1cEBEREREREVHNwokLIiIiIiIiIpIWJy6IiIiIiIiISFqcuCAiIw8PD60TysU+5WRuA9inFvuUk7kNYJ9aMvfJ3AawTy2Z+2RuA9inlux9SnHigoiMPD09tU4oF/uUk7kNYJ9a7FNO5jaAfWrJ3CdzG8A+tWTuk7kNYJ9asvcpVasmLvh2qEREREREREQ1S62auODboRKVLzo6WuuEcrFPOZnbAPapxT7lZG4D2KeWzH0ytwHsU0vmPpnbAPapJXufUrVq4oKIyhcTE6N1QrnYp5zMbQD71GKfcjK3AexTS+Y+mdsA9qklc5/MbQD71JK9TylOXBARERERERGRtDhxQURERERERETS4sQFEREREREREUmLExdEREREREREJC1OXBARERERERGRtCy1DiD6u9Dr9aquV7J9w4YN4ejoWKXbLY+Hh4fJbqs6sE85mdsA9qnFPuVkbgPYp5bMfTK3AexTS+Y+mdsA9qkle59StWriIjg4GMHBwVpn0N/N/buAzgIDBgww++3ZNbRHfFysySYvPD09TXI71YV9ysncBrBPLfYpJ3MbwD61ZO6TuQ1gn1oy98ncBrBPLdn7lKpVExd+fn7w8/ODTqfTOoX+TgryAGEAfN8FrMuZQEi9Bpz+1HS3l5uKrLCVyMzMNOlRF0RERERERDLhGhdEpmLtCNg4lf1R3960t1fepIZC0dHRJr9NU2KfcjK3AexTi33KydwGsE8tmftkbgPYp5bMfTK3AexTS/Y+pThxQURGMTExWieUi33KydwGsE8t9ikncxvAPrVk7pO5DWCfWjL3ydwGsE8t2fuU4sQFEREREREREUmLExdEREREREREJC1OXBARERERERGRtDhxQURERERERETS4sQFEREREREREUmLExdEZOTh4aF1QrnYp5zMbQD71GKfcjK3AexTS+Y+mdsA9qklc5/MbQD71JK9TylOXBCRkaenp9YJ5WKfcjK3AexTi33KydwGsE8tmftkbgPYp5bMfTK3AexTS/Y+pWr8xMWmTZvQr18/+Pr64tq1a1rnEBEREREREZEJ1eiJi9TUVGzevBknTpzAmjVrsGDBAq2TiGq06OhorRPKxT7lZG4D2KcW+5STuQ1gn1oy98ncBrBPLZn7ZG4D2KeW7H1K1eiJi9OnT8PX1xeWlpbo1asXLl++rHUSUY0WExOjdUK52KeczG0A+9Rin3IytwHsU0vmPpnbAPapJXOfzG0A+9SSvU8pzScugoKC0LNnT9SrVw/PPPNMievy8/Mxe/ZsODo6wtHREXPmzEFBQYHx+rS0NDg4OBj/bzAYzNZNRERERERERNVP84mLli1bYvHixXjxxRcfuS4gIAC//PILoqKiEBUVhZ9//hmBgYHG6x0cHJCenm78v4WF5g+HiIiIiIiIiEzIUuuAMWPGAADCw8Oh1+tLXLd161Z89NFHaNGiBQBg0aJFeOedd7B06VIAQJ8+fbB8+XIUFhbi999/R7t27cwbTySBh8dNaQoLC1GnTp0Kt8vKyjJFElGVZWVlIT4+vsLtGjZsCEdHx+oPUig1NRWZmZkVbif74yAiIiKSieYTF2VJS0uDXq9Ht27djJd169YNCQkJyMjIQKNGjeDo6Ijp06djwIABsLKywpYtW0q9LX9/fyxbtqzEZSEhIaVu6+HhYXwLmejo6DLPEarO7Ygq5f5dQGeBAQMGVLytRR3AUFjhZtYNbNC2bVskJyeXer0M44PbKduumIx9zZo1w6yXXkbu3ZxSr3+QXUN7xMfF4tatW9Ltv2bNmmHosBHIykwv9frqfByV6ePXX8Xn/LKPfebeLjo6WurXD/b9fftCQkKk/vmFfX/vPiV0QghhkltSyd/fH+Hh4di3bx8AIDExEa1bt0ZKSgqcnJwAACkpKWjatCkSExPh7Oys+L50Oh0kediPiI+Ph5ubGzBiDWDjVOZ2LfXnEXoqCIMGLsaNxu5l32DKZeD4ygpvj9tJcp9KtvN9F7Au5y+3qdeA059WvF1uKhC2EnFxcXB1dS17Ow2FhITg6aef1jqjTDL3ydxm/L4n8ddoZfaflo9D5ucXkLtP5jaAfWrJ3CdzG8A+tWTuk7kNYJ9asvcp/V1c2iMubG1tAQAZGRnGiYuMjAwAgJ2dnWZdRNKxdix/guNuauW2qwEe/MutjGTuk7nNSOKv0SrtPw0eh+zPr8x9MrcB7FNL5j6Z2wD2qSVzn8xtAPvUkr1PKWlXs3RwcICzszPCw8ONl4WHh8PFxQWNGjVSdJvBwcHw9fU1USERmZvsp1PJ3CdzW00g+/5jn3IytwHsU0vmPpnbAPapJXOfzG0A+9SSvU8pzScuCgoKkJeXh4KCAhgMBuTl5eH+/fsAgOeffx4rVqxAUlISkpKSEBgYiJkzZyq+Lz8/P4SFhZmonIiIiIiIiIiqm+YTFwEBAbC2tsaKFStw4MABWFtbY+jQoQCAJUuWoG/fvujQoQM6dOiAfv36YeHChYrvi0dcENVs0dHRWieUS+Y+mdtqAtn3H/uUk7kNYJ9aMvfJ3AawTy2Z+2RuA9inlux9Smk+ceHv7w8hRImP4qMirKyssHHjRqSlpSEtLQ1BQUGwtFS+LAePuCCq2Uy1KnF1kblP5raaQPb9xz7lZG4D2KeWzH0ytwHsU0vmPpnbAPapJXufUppPXBARERERERERlYUTF0REREREREQkrVo1ccE1LoiIiIiIiIhqllo1ccE1LoiIiIiIiIhqllo1cUFERERERERENYtOCCG0jjCX4OBgBAcH4/jx41qnEBEREREREdU6SqYgatURFw+eKvLwW7CW9uHj46PJdpXt0+px/F32X2VuT+Y29rFP9jb2sa8qfTK3sY99srexj32yt7GPfQ/2KVGrJi6IiIiIiIiIqGbhxEU5/Pz8NNnO1LTqk33/Veb2ZG6rju0qi33qmPJ+ZW6rynaVxT51ZO6Tua067pd95tmusvgzgXLsU4c/EyjHPnVk73uEqIXee+89rRPKVdk+rR7H32X/aUHmNiHYp5bMfTK3CcE+tdinnMxtQrBPLZn7ZG4Tgn1qydwnc5sQ7FPr79pXqxbnJCIiIiIiIqKahaeKEBEREREREZG0OHFBRERERERERNLixAURERERERERSYsTF0REREREREQkrVo3cZGRkQGDwaB1Ro109uxZXLt2DQAg45quoaGhiIyM1DqjTNevX0dubq7WGURERERERDVKrZm4iIuLw4ABAzB69GhMmDABt27d0jqp6qKjgQ0bgMOHzX7Xhw4dQp8+fbB69WoAgE6nM3tDWa5fvw4fHx9MmTIFZ86c0TrnEdeuXYOPjw9Gjx6NYcOG4dSpU1onPULmyTwZJ8kedOfOHa0TynXz5k2pG+/fv2/8t2zPdVxcHC5duqR1RpkSEhIQGxsr3X4DgCtXrmDNmjXIz8/XOqVU4eHh8Pf3R3R0tNYppbpy5QpOnDiB27dvA+DYqAqZxwXAsaGWzGND5nEBcGyoJfPYkHlcAKYbG7Vi4iI7OxtTp06Fl5cXNm7ciOvXr2PWrFn4448/tE6rvCVLgN69gVOngDFjgDfeAMzYn5mZib59++LGjRvYt28fAHl+2V28eDHc3Nxw8+ZNvPDCC1rnlJCUlITx48ejT58+OH78OBo3bowPPvgAWVlZWqcBKBobs2fPxuuvv47vv/8ed+/eBSDHN7zs7GzMnz8fS5YswQ8//GA8WkWGtmJbtmxB69atER4ernXKI3JycjBp0iQMHToUv//+uzTjtVh2djZefvllTJs2DevWrUN6ejp0Op0Uz29+fj6mTp2KXr164bnnnsNzzz2HqKgoAHJ838vJycFzzz0HX19f+Pn5YcaMGYiJiQEgx/jIy8vDwoULMX/+fBw/flzrnBIMBgPeeustPP744zAYDGjQoAEKCwu1zjK6f/8+pk2bhscffxyLFy/Gk08+iTNnzkCn00nxtSfz2JB9XAAcG2rIPDZkHhcAx4ZaMo8NmccFYPqxUSsmLv7880/k5+dj3rx56NChA3bu3In69etLPatXwo0bRRMWJ04AO3cC334LnDwJfPIJUM39xd/Q7t69iyZNmqBTp0746quvkJWVBQsLC82/4d26dQuRkZHw8/MDAHz55ZfYsWMH/vzzT027ikVERMDS0hJz586FtbU11qxZg+PHj6OgoEDrNCQkJKB3795ISkqCTqfDokWLMGfOHADaH1Gzfft2uLm5ISkpCenp6Vi2bBlWrlwpRduDLl++jNzcXGzYsEGaFzEAyM3NxdixY5GTk4Njx45h0KBBsLCQ59t9REQEunfvjry8PPTt2xc7d+7Em2++CUCO5/eHH35AQkICEhMT8dlnn0Gn02H8+PEAoPl+TEhIwOjRo5Gbm4uYmBgsXboUubm5+OCDDwDIsf/q16+Ptm3bol27dpg/fz6ys7O1TjK6fPkyLly4gHPnzmH58uVo3bo16tSpo3WW0ebNm3Hz5k3cunULO3bsQNeuXbFq1SoA2n/tAfKOjZowLgCODTVkHhuyjguAY8MUZB4bmzZtknZcAKYfG9o/IjOoU6cOoqKioNPpsGrVKnz55ZcYPnw40tLS8N1332mdV7oHJyQiIoDz5wEvL6CgABg+HGjX7q9JjGpU/A0tNzcXzz77LHx8fHDnzh3897//LXG9VnJzc6HX61GvXj2MGTMG77//Pnbs2IFx48YhLCxM0zYAaNq0Kc6fP4/ffvsNABAdHQ1vb2+Eh4cjLS1N07Zz587BxsYGe/bswccff4xPPvkEu3btwtdff61p159//omTJ0/i448/xvbt27Fu3TpMmTIFFy5cQHp6uqZtQNFkXvEkRevWrbF582YEBwfjsAancJUlPDwcCQkJCAkJgZOTE86fP48bN24Yj1rRehb+5MmTaN26NYKDg/HGG29g3rx50Ov1yMzM1KwpOzvbOBF77tw55OTkwNraGg0bNsSKFStgMBiwcOFCANr8har4hzghBIYOHYrNmzfDysoKQ4YMQefOnWFpaQlAm+f2wR8wCwsLkZmZiT///BM///wz4uLisHnzZrM3PejBvtDQUCQmJqJDhw4ICQnB+PHjsW7dOpw8eRKAds9t8fMWGRlp/GGuTZs26NixI7p06WLcVou+tLQ042T7+fPnpRobxa+jQggMGzYMmzZtkmZcFPcV37fBYJBubKSlpRlfz44dOybd2EhLSzP+gfHixYtSjY2zZ88iNjbW+O+7d+9KMy4A4MyZM0hISEC9evUwZMgQqV4zgJLr5hUUFCArK0uqsfFg39GjR6HX66UZG2fPnsXVq1cBFL1mFE+iyDAugKLlBYpP3b9w4YJJx0atmLjw9PREp06dEBQUhH79+uHgwYMYOHAgmjRpgu+//77EOdaaS0gApkwBXn4ZCAoquuyJJwArK+Dzz4H/+0aD9u0BT0/gxx+BavwFuPgLKjk5GeHh4Rg+fDiGDBmC7du3w9vbG0eOHKm2+66MNm3aoEOHDpg9ezbatWuHiIgIHDx4ED4+Pvjss880n7Ht1q0b1qxZg71796JTp04YP348OnXqhJdffhlvvfWWWX9RS0hIQGhoqPH/DRo0QG5uLuLj4/Hll18iMTER69evx5tvvmn2I0ISEhJw9OhRAIC9vT1GjhyJkSNHorCwEJaWlrC2tkZmZibs7e3N2vVgX/G+E0IYXyT27dsHb29vzJ07F/PmzdPsqIuHn9t69eohNzcXFy9exNixYzFmzBhMnToVkyZNAmD+WfgH+wwGA3Q6He7cuYO4uDgARevUdOrUCVZWVmbtAorOCx0xYgSmTZuGKVOmICUlBf/4xz/g4uKC0NBQrFy5Ep988gk+/fRTrF271nhKi7n7nnvuOUybNg3169fHlClT4ODgYPyB3sLCAjdv3jT+29xt06ZNw7PPPouUlBRYWFigYcOGuHv3LnJzc7FixQqsWLECQNHi2OY8yvHBvsmTJ+P27dtwcXFB+/btsXTpUixZsgReXl44deoURo0ahbS0NE2e26lTp2Lq1Km4desWunbtioKCAoSEhCAhIQFbt25FbGwsPvjgA+Tn55u9b+jQoZg2bRomTpyIxMREuLm5STE2ituee+45TJw4EQDw7LPPwtHR0fj6pdW4eLBv2rRpmDBhAhITE6HT6aQaGw/26fV6ODs7SzU2hg4diqlTp+LZZ59FQkICvLy8pBkbD6/71r59e7Ro0ULzcfFgn7e3N95//300a9YM06dPh4ODgxRjo7ivT58+eP/99wEAlpaWsLOzQ25uruZjo7Q+V1dX/OMf/8B7772n+dgobis+Yuaxxx5DXl4e9u/fr/m4uHLlCgYNGoRp06YhIyMDQNG+a9WqlcnGRq2YuACK1kHYuHEjWrVqhV9//RVt2rSBr68vjh49qskPy6U6ehTo0wdo3rzoiIqgICAgoGiywt8fePFF4MMPgddeK5qwGDwYiI0FhCj6qAbFX1BCCAwZMgRA0V9Lf/75Z+Tl5WHo0KHVcr9VMW/ePFy6dAkpKSkwGAywsrLCyJEjcenSJSlOGXnrrbfwyiuvwNPTE9evX8eqVauwZcsWREdH49dff632+xdCICAgAO3atcPs2bORmJgIoOgXyDZt2uDIkSOIiIjAhg0bMH78eOh0Onz66afGbczVNmfOHCQkJKBRo0Z46qmnYGNjY3xBtbOzQ9u2bc3SVFbf7NmzodfrYWFhYZzs7NKlC3JycrBq1SokJCRgw4YN+PTTT3H58mVN+oqf28zMTHTt2hXr16+Hm5sb4uPjsXLlSpw7dw4BAQEAzLMfH+5LSEiAhYUFunfvjgEDBuCVV17BuHHjMHfuXMTGxqJ79+746KOPjJ9b3TZt2gRfX190794dS5cuRVRUFBYuXIhmzZohOzsb0dHR6NGjBzw9PeHr64tOnTrhww8/1KTP398fEREReP3119G8eXMIIYx/MYuMjMTTTz9t/Dwt9t0ff/yB2bNno7CwEElJSbh9+zacnJzwyiuvwN7eHm5ubhg9ejSSkpKqva20vkuXLmH+/PmoX78+CgoK8OOPP2Lz5s1YsmQJdu3ahU4KYgecAAAW4klEQVSdOuHtt98GYJ6x8WDfe++9h8jISMyfPx/jxo3Da6+9hq1bt+If//gHhg0bhpEjR2L79u3GUyLN0bd69WoMGDAAXbt2xfbt2xEVFYWAgAC0bNkSmZmZmo6NB9t27NiBiIgILFiwAC1atIDBYDBOLGsxLh7u2759Oy5duoR58+YB+GuxZC3HRml9y5Ytg42NDfLz8zUfGw/2ff7554iMjMTy5csxceJEvPLKK9i2bZumYwP4a92369ev4+jRo/Dy8kJOTo7mrxkP9yUkJGDv3r1o2rSpFGPj4b6bN29i7969AIrGRkpKiqZj4+G+69ev46effoKrqysKCwtx5MgRTcfGg216vR5HjhzBrFmzMHv2bGzZskXz14zOnTujW7duuH37tvF3xtatW5t0bNSaiYthw4bhf/7nfzB27FjjjGP37t3RsGFDed5h5PBhYMSIosmJt98umqi4eLHotJFXXgE+/hi4dQu4fRsICSm67Nw5ICcHqOYZtcLCQkydOhVNmjTBnTt3MG/ePDRq1EiKd/EYOHAgxo0bh19//dV4KoGPj4/m62886Pjx4zh79iwcHR0BAP3790deXp5ZjiAIDw9HXFwc/P394eXlZfzFcPDgwbCyssLVq1cxZMgQHDt2DI0aNcLs2bONC7BW90z8w20bNmwAgEcWaTx8+DBat25tlqby+tatWwcAqFu3LgDgl19+gaWlJXQ6HZ544gn861//QkhICFxcXDTpK35u+/XrBysrK2zfvh2dOnWCTqdD7969sXbtWmzYsAEGg8Es+7Gs/de7d298/PHHGDt2LNLS0oyn7S1ZsgTz5883218J4uPj8d577yEwMBDdunXDnj17jEeTubm54cyZM+jduzf8/PxgMBjg4+ODmzdvatr37bffGtelKR4jKSkpeOyxx4yfZ463XX64bffu3fj2229x69YtNG/eHC4uLtDr9diyZQv0ej30ej0WLFhgtrFR2r7bsWMHevbsiW7duuHMmTO4cuWKcftZs2bh9OnTyM7ONsvYeLjv22+/xY4dO3D//n2MGTMGvXr1woIFC/DBBx9g4sSJ+PDDD3HgwAGkp6ebpa9Bgwb47rvvsGbNGjg6OsLLywu///47hgwZAnd3d5w7dw49e/bUZGyU1lZ8yL6FhYXx/rUYF6X1denSBbGxsdDpdGjRogVat26NhIQEzcZGaX2RkZEYNGgQunfvjrNnzxoXbgTMPzZKe34jIiLg4OCAcePGoXfv3pg/f74mY+Phdd86d+6MzZs3o2PHjmjXrh1+/fVXTV8zSuvbtWuXcV264t9/tBobpa2bt2vXLmRkZKBFixZo2bKlpq8bpe2/LVu2oH379ujZsydOnz6t2evGw21dunTBli1bkJGRgXHjxuGxxx7Du+++q9lrRkxMDAYPHmw8EuTgwYOIiorCgAED4ObmhvPnz5vkNaPWTFzUrVsXW7ZsQVZWFp566imsWbMGY8aMgbe3N5o0aaJN1MWLQGRk0b/v3y86suLaNSAvD6hbF0hMBHr2LPo/UHT6yPvvA19/DTg5Abt2AaNHA2YY0L169UL79u2xdetW/PLLL5g5cyb69++v2aH7D6pfvz6CgoKMCxIGBgaiR48e8PDwMP6yq7URI0YgNTUVixYtwr59+9CrVy+0atUK7u7u1X7fHTt2xJw5czBnzhz4+vri1KlT+OWXX1CvXj1MmTIFZ8+eRVRUlPGvtwUFBXB2doYQotpnaR9uO3nypPEolOJTCnJzc3Hy5EnMmDEDAPDjjz/i888/r9auyvTl5uaiT58+OHjwINq0aYPIyEi4urqiU6dOsLa21qSv+LmtW7cuZs6cCXd3d1y4cMG4ffPmzdGlSxfj22Vp0Ve8//Lz8xEbG4vmzZvDxsYGQNGpVZ07dzbbkVKvvfYaRo8eDaBoZW4rKyt07doVOp0Or776Km7duoVt27YhOTkZderUwc2bN+Hp6Wm2o/Qe7rO0tESvXr2Q93+vCRYWFkhOTkZOTg66du2KY8eOoW3btsYJIi3a8vPz8eeffyIiIgLe3t4IDAzE2bNn8cQTT8Df3x/37t2r9rbS+oqfWwCYMWMGfH19sX//fuMfLooPTbe1tdWsr1evXrh37x7S09ON6yIVn37222+/YezYsbCzszNL30svvYSePXvi0qVL6Ny5M44ePYp+/fohLCwMTz31FFJTU7F9+3ZNxsbDbT/99BN8fX2xd+9e4/eOpKQkZGdnm31clNcXEhKCEydO4NKlS+jXrx9WrFihydgo67kNDQ3F4MGDMWTIEHz33XdITk4GYP6xUVrfwIEDsXfvXvz++++IjIyETqfTZGw8vO6br68vbt68iUOHDmH9+vVIS0vDtm3bkJSUpMlrRkXr0llZWWk6Nsrq279/PwDgjz/+gLe3t2Zjo6zn9+DBg3j//fcxePBg7N+/X5OxUda+K/5DY1RUFIQQxskpc79mLFiwAHl5eZg5cyY6dOiABQsWYMKECcZ3VjTZa4aoZS5evCg++eQTMWrUKPHhhx9qFxIeLoROJ8Qzzwhx/37RZT/9JMTkyUJMnCjEwIFC2NgIMXq0EK6uQuzbV7RNRoYQ588LMWKEEI0bC/Hf/5ol935x4/8xGAxmud+q+P3338XatWvFyJEjxdq1a7XOecSePXvEtGnThLe3t2Zfe9HR0cLPz09MmjTJeNnSpUvFgAEDxDvvvCOuXbsm+vXrJ/z9/TVrmzx5svEyg8Egbty4IaZMmSKio6PFk08+KRo3bix27NghRV/fvn2Fra2t2LBhgxBCiDNnzghnZ2eRkpKiWd/Dz22PHj3E22+/LWJjY8XgwYPFzJkzzd72YN+D+++NN94QEyZMEIcOHRLp6eli8ODBYsqUKY98v6luhYWFQgghTp8+Lby9vUVBQYEQQoiDBw8KHx8f0b17d+Hj4yNatWolTp06Zda2h/v69u1b4vvv559/Lry8vMSoUaOEk5OT+PTTTzVtK953ixYtEps2bTJud/36dfHVV1+Zte3hvgef2/379wtvb2/h5eUlBg4cKFq2bCmOHDmiaV/fvn2N///3v/8tvL29hZ+fnxg1apRo2bKlOHTokNn7Tp06Jfbu3SuEECItLU2MGjVKvPPOO2LDhg1i2LBholu3bpqNjYfbnnnmGTFr1iyRkJAgvvnmG9GlSxfNxkVpfaNGjRKLFi0SEydOFF988YVxO63GRlnP7dq1a4Wvr6/o0qWLpmOjtL558+YJPz8/4evrK6ZPn272sVH8vXfJkiVi4cKFQgghVq5cKXx9fcXQoUPF66+/LoYPH67Za0ZpfatWrRIDBw4Uffr0EaGhoWL37t2avWaU1efr6ytGjhwpevbsqenYqOj5ffXVV8XAgQM1ed0ob98NGzZM9O/fX/j6+ornn39es9eMwMBA4enpKbZt2yaEEOLKlSti+PDhYuHChWLbtm1i0KBBqsdGrZu4KKb5L94nTgjRu7cQo0YJsXFjyetWrhTi6aeL/m0wCOHvL4Sz81/X79wpxJIlQty7Z77e/1P8Q5/MNH9uy1FYWKj5Pvzmm29E//79xfbt24UQRZNSe/fuFQMHDhTt2rUTL730kuZtD75wHT58WOh0OmFtbS1mz56tWZsQf/UVf1N+cIKi+BcOLT383Obm5oqvvvpKPP7446Jdu3bi1VdflaovNjZWzJo1S/Tu3Vu4uLiI1157TdO+VatWiRkzZpS47M6dO+Lbb78V69ev16jqL6X1rVixQtSvX1/861//0qiqSGltxfLy8sxc86jS+pKTk8XOnTvFunXrNKr6y8N9OTk54ujRo2LRokVi+fLlGpYVKf7+duDAAdG2bVvx22+/iTt37ojdu3cbJ261bjt48KBo06aNCA8PFytWrBB169bVfFwI8VdfSEiI8PDwEBcuXDBed0+Dn+Me9uBz265dO3HhwgWRnJwsvvjiCym+7xX37d+/X3Tq1EmcOHFCHD16VLz77ruajY3FixeL0NBQIYQQo0aNEjqdTvTo0UMIIcTt27c1HxcP91laWoouXboIIYQICAjQfGyUtv969epVYhstx0Z5z29SUpKmY6O0tr59+wohhPjpp580HRf37t0TZ86cEUL8NW6//vpr0bFjR5GdnW2S1wzL6jlgRH5av40n7t4FGjb8/+3df0xV9R/H8dflIuAkgpqgGINQAvNnFkqpDS9/ZDVZtrQcRWatla4GNCizJs5GW8VWNoOWM2zZWuun2bSa5IyS62pwm0xLYrColf0wB4j8/Hz/ON1bKojf7tFztOfjH++Bu3Nf43i8l5fnvD/WrSA7dkiLFlm3fHR0SE1N0uTJwaDS7NnWMM5ff5XGjpVuv11yaG1et6xbfDqOH9vTcHJNZWOMPB6P5s6dq/r6er399tsqLCzUxx9/rBkzZqi2tlZHjx7VxRdf7Hi2t956SwUFBfr0009VW1ur4uJiFRUVnbP7HEfK9+6772r58uXau3evsrKylJGR4ejfu+GO7a5duzRnzhwtWbJEnZ2djhzb0+Vrbm5WUVGR4uPj5fV6lZiY6Ei+gYEBeb1eNTY26tZbb5UkvfTSS/ruu+9UXl4e+ppThsq3ceNG/fbbb5o1a5ZaW1uVlJTkmmxVVVU6dOiQHn30USUlJSk6OtqRbMPlCx7bdevWadmyZY5lGy7fxo0b1dzcrIqKCvl8PkfzBQXn4qSnp2twcFDR0dG65JJLdNtttzkdLZQtLS1NERERSkxM1E033aQVK1Zo3LhxTscL5Zs0aZL6+/tPuJUwOC/JSf88tgMDA4qJiVFiYqIKCgqcjibp73wTJ04M3d+flZWlBQsWOPa+G5z71tPTo8zMTK1evVqff/656uvrlZOT4/h5cXK+srIy7dmzRwcPHlR+fr7uvfdeR8+NoX5+dXV18vv9mjNnjiRnz42Rjq+T58ZQ2fbs2SO/36+8vDz5fD7HzouoqChdc801oZwRERFKSUnR6NGj1dnZqaSkpLDPjf9sceG4jg6rrMjJkb78Unr9dWn1amnMGKuU+Plnad8+q6hYs0a64QbrseRYaYHzW3CYX3JysgoLC3XXXXcpMjJS6enp+vDDDyXJsV9sh8oWERGhadOmaevWrZo6daojuU6XLzIyUpMmTdIHH3wQeo7b8qWnp2v79u3yer2OHdvh8nm9Xk2cOFHbt2/X+PHjHcsmWYVsf3+/uru71d7ervnz56utrU2bN292xRyfofK1traqpqZGeXl5rssW/Nk5VaaMlC84GNHJc+JM8p2rWTkj6erqUkREhAKBgFasWKEFCxYoLS3N6ViShs6WkJDg+L8pQSfny83NVWpqqtOxQtx8bKVT8/l8vtDsMiffc7Ozs1VfX6/i4mItWrQotLR3cAC704bKF1xVJCsry+l4w/78EhISHE5mcfPxHS5b8LOK0/956/F41Nvbq6ioKDU0NGjlypW6+eab7fs8EMYVIQjHq68aU1BgPX75ZWumxbXXGvPee8Z89ZUxd95pTHa2MRMmGLN+vaNRcWHp6uoy1113nbnoootMdXW103FO4OZsxpAvXG7OFwgEjMfjMePGjTPPPPOM03FO4eZ8bs5mDPnCMTAwYGpra01ubq4ZP368efbZZ52OFOLmbMaQL1xuzuf2uW/kC4+b87k5W9D+/fvN9ddfbxISEsxzzz1n674pLpyyYYMxNTXW4/vuMyYy0hrC+c97gZuajOnqciYfLlhffPGFKSkpMceOHXM6yincnM0Y8oXLzfl6e3tNZWWl6e7udjrKkNycz83ZjCFfuDo6Osw777zjilklJ3NzNmPIFy6353N6ZtlIyBceN+dze7atW7eelfc0jzF/LQyL8HV2SsElcYyx5lOcLPj16mrpySel0aOtWReLF0t1dVJxsZSff25z4z/F/DVvwI3cnE0iX7jcng8AAADuxIwLOxw6JD38sFVCxMRIL7zw9zyKkwU/tGdkSFOnSnffLS1fbs28MEZyyX2ZuHC5+RdHN2eTyBcut+cDAACAO3HFRbheeUUqL7cKiKVLpXvuka64whq2OWrU388bGJC8Xmlw0Bqu2d1tFR0AAAAAAGBYFBfhWrNGSk2V7r/f2m5ulrKypB9+OP3VE8FbRoKFBgAAAAAAOAXraoZr1SprPoUk9fZKkZFSdrZ0/PiJzztyRFq2zJptIVlXXkiUFgAAAAAAnAbFRbiSk615FoODUlSUdPiwdSXFyetgd3ZK338vbdhgbVNYAAAAAAAwIoZz2iXirw7os8+kyZNPXVEkJUXassX6HgAAAAAAOCNccWGXgQHrz8ZGaeFC63FVlVRSIv3yi7VNaQEAAAAAwP+FKy7s4vVK/f3WaiHt7dL8+VJbm7R5s5SU5HQ6AAAAAADOS6wqYqdvvpFmzrSKipISqbTU6UQAAAAAAJzXKC7s1NcnvfiitHKlFBPjdBoAAAAAAM57FBcAAAAAAMC1GM4JAAAAAABci+ICAAAAAAC4FsUFAAAAAABwLYoLAAAAAADgWhQXAAAAAADAtSguAAAAAACAa1FcAAAAAAAA16K4AAAAAAAArkVxAQAAAAAAXIviAgAAnFdaW1vl8XgUGxurtWvX2rbfq6++WjExMZo5c6Zt+wQAAOGjuAAAALaaNWuW3n///bP+Ou3t7Vq3bp1t+/v6669VXV1t2/4AAIA9KC4AAIBt+vr61NTUpOnTpzsdBQAAXCAoLgAAgC1+/PFHxcXFqa+vT9OnT1dsbKwCgcA5e/3c3Fw9//zzoe1bbrlF5eXloe0//vhD+fn5io+P16WXXiqfz6fBwcFzlg8AAPw7kU4HAAAAF4YJEyZo06ZNqqqqUl1dndNxTlFZWamuri799NNP8nq9qq2tlcfjcToWAAAYAVdcAAAA2zQ0NOiqq64KbT/11FP66KOPhn2+3+/X/v37z0U0eTwe/fnnn2ppaVF0dLRuvPFGigsAAM4DFBcAAMA2DQ0NJ6zKEQgENGPGjGGf/8Ybb+jYsWPnIprKysqUm5urJUuWaOzYsSoqKuJWEQAAzgMUFwAAwDaBQOCEKy7a29t12WWXSZKefvpp5eXlKSMjQzU1Ndq5c6dqampUVlamiooKW16/p6cn9Pjo0aMnfC8uLk6VlZU6cOCAdu/erS1btmjnzp22vC4AADh7KC4AAIAt+vr6dOTIkdB2Z2enYmNjQ9sPPfSQdu3apYaGBr322mtauHChpkyZot27d+vxxx+3JcO2bdvU1dWlxsZG7d27Vx0dHerr65Mk7dixQ99++62MMYqMjNTg4KDi4uJseV0AAHD2MJwTAADYYtSoUSouLpbP51N/f78++eQTTZs2TZK1okdpaalaWlrU09Ojyy+/XO3t7UpJSbE1Q3JysjIzMxUfH6+KigqtX79eixcv1rx589TS0qJVq1bp8OHDSkhI0GOPPaZ58+bZ+voAAMB+HmOMcToEAAC48FRVVWnMmDEqLCxUSUmJcnJytHTpUlVUVCgqKkpTpkyR3+8/YcnSM9HW1qbMzEzFxMSouLhYa9eulWQth/rAAw/ojjvu+Fd5Z8+erQMHDujKK6+U3+//V/sAAAD244oLAABwVgQCAT344IOSpLlz5+qJJ57Qtm3b9Pvvv+uRRx5RWlqaSktLdfDgQb355ptnvN/U1FQdP37c9rz79u2zfZ8AACB8XHEBAAAuCOFecQEAANyJ4gIAAAAAALgWq4oAAAAAAADXorgAAAAAAACuRXEBAAAAAABci+ICAAAAAAC4FsUFAAAAAABwLYoLAAAAAADgWhQXAAAAAADAtSguAAAAAACAa1FcAAAAAAAA16K4AAAAAAAArvU/enF/zPsohcIAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3XlcVPUe8PHPgOwjmyso7oJ6M83UruaCmt40SstIzQ0rLbt2M9NyTTQ1C80Ws+4tFdc0LdeyzBRL0x5t01BAVMQVJETZtznPHz6cp4ltmAHmp37frxevK3OW+Zwzo935zVkMmqZpCCGEEEIIIYQQQijIwd4BQgghhBBCCCGEEKWRgQshhBBCCCGEEEIoSwYuhBBCCCGEEEIIoSwZuBBCCCGEEEIIIYSyZOBCCCGEEEIIIYQQypKBCyGEEEIIIYQQQihLBi6EEEIIIYQQQgihLBm4EEIIIYQQQgghhLJk4EIIIYQQQgghhBDKkoELIYQQQgghhBBCKEsGLoQQQgghhBBCCKEsGbgQQgghhBBCCCGEsmrYO8AeDAaDvROEEEIIIYQQQog7jqZpFV7mjhy4AOt2VnWJiYmhVatWlbfCixfJ7dYNlwMHoEEDm1dX6X2VTOU+ldtA+mylcp/KbSB9tpI+66ncBtJnq+rqy83N5cqVKwQEBODgUP4BzdnZ2SQlJdGoUSOL5rcHk8mkbBtIny1UbgPps1V19+Xn53Pp0iX8/PxwdnYud35rDyJQd4/fwWJjYyt9nfl5eZW2rqroq0wq96ncBtJnK5X7VG4D6bOV9FlP5TaQPlup3GcwGJT+8COEEJZwdHSslueRfy2FEEIIIYQQQgihLBm4EEIIIYQQQgghhLLuqIGLyMhIgoOD7Z0hhBBCCCGEEEIIC91RAxdhYWFERUXZO0MIIYQQQgghhBAWuqMGLoQQQgghhBBC3DrCw8N56KGHePDBB7nvvvvYtGkTSUlJ9OjRg169ejF06FAKCgo4cuQIY8eOBW5+YX306FE7l4vKJAMXCgoKCqr0dTpZcGsaS1VFX2VSuU/lNpA+W6ncp3IbSJ+tpM96KreB9NlK9T5RXHh4OGFhYXZ57uDgYFxdXTEajRiNRrOOCxcuEBwcjLu7O/feey/R0dF2aSyJtW1lLXf06FE6deqEp6cnbdu2Zd++fQDExcXRoUMHmjZtyo4dO6xuTk5O5h//+Ad5f7vzYXh4OGPGjCk2/1tvvYXBYGDfvn1ERUXh5eXF7t272bdvH97e3hw6dIhOnTrh5+fHxIkTady4MR07drS6r0jfvn2pU6cOPj4+9OnTx+xORZbs9x9++AGDwUBkZKT+e9H7q+jHYDDw888/W9RT2uvy12ne3t7Fptmia9euSrzfZeBCQVVxv3GXShy4UPl+7aB2n8ptIH22UrlP5TaQPltJn/VUbgPps5XKfQaDwd4JZVL9Vq1V1ffRRx+RkZFBRkaG/mETYNy4cbRp04Y///yTwYMHM2zYMLv0lcTatrKWGz16NIMHDyYtLY1XX32VJ554ApPJRHh4OO+//z4//fQTr7/+utXNCxcu5Omnn8a5hM8oJf3d8PDwoF69eri7u5OVlUVaWhpPPvkkvXr14uuvv+bGjRsAjB8/ng8//JDx48db3fZXb775JhcvXiQ1NZUhQ4YwYsQIi/YfQEFBAVOnTjX7d6h79+76+ysjI4MtW7bQpEkTOnToYFFPaa9LedNsMWnSJGbPnm3zemyl9r9IQgghhBBCiNveoUOHMBqNLFiwgHXr1unfRl+/fr1S1v/ee+/x8ssvEx8fX+Flb9y4we7du5k+fTpubm68/PLLnDlzhhMnTgDQpEkTs+voGQwGEhIS9N9PnTpF9+7d8fT0xN/fn0WLFhV7josXL9KqVSu2bNlSqW3WLpeYmMigQYNwcHBg8ODBpKSk8Oeff6JpWomDMikpKRY35+bmsnr1ap588kn9sYq8/pqmsW7dOvr27cu+ffvo1q0bmqYBMGXKFP773/8yefLkYstZs487dOiAs7MzJpOJwsJCTp48CVi2399//30eeugh6tWrV+r6V65cyciRIy0eyCztdSlvWlnv0fLenyEhIezdu5ekpCSLGquKDFwoKCYmplLXd+3aNTKzsjh//jwJCQml/qSmptqlr7Kp3KdyG0ifrVTuU7kNpM9W0mc9ldtA+mylcl/RBy1VVcY3tRXRpUsXMjIymD59OsOHD9e/kfby8qqUvkGDBuHo6Ei3bt148MEH2bFjR4nrmDJlCrVr16Zfv376aQHx8fF4eHjg7u5OcHAwWVlZNGvWzOy0gbL6Zs+ezT333ENaWhrR0dF06dKl2Pz5+fnExsZWeKDG2rbylpswYQJbtmyhsLCQzZs306lTJ+rUqcPs2bN5/vnn6dSpE7NmzeK7777jySefZOPGjRY3Hz58mDp16lC/fn39sb++/k8++WS5r3+fPn348MMPefjhh0lLSwPg008/pUWLFoSFhdG8eXM2bNhgtoy1+zgkJARXV1eef/55nnvuOYv235UrV1i5ciWTJk0qdb3Xr19n69atjBw50uKW0l6Xv07Lz88vNq0s5b0/XV1duffee/n2228t7qwKNez67KJEsbGxlXZoY2pqKl263M/2jBv07tKFS2XMW9PTm4Szp/H19a22vqqgcp/KbSB9tlK5T+U2kD5bSZ/1VG4D6bOV6n3CMgcOHGDy5Mk0bNiQzZs3lzlvQkICcXFx9OvXz+zxRo0a8dZbbzF//ny2bt3Ke++9x4svvsiCBQsYOnQoABEREbRp0wZN05g9ezYDBw7kjz/+IDMzk5o1a5KZmUl0dDSZmZl4enqSkZFh8TYkJyeTlJSEn58f999/f7HpTZo0sWowy9q28pYbMGAAo0ePZtasWXh5efHll18CN0+/+vnnn/niiy9YvXo1PXr04JNPPsHd3d3i5uPHjxMYGGjx/OHh4QD6qTtF/3vs2LFSl5kzZ06xx6zdxzt37iQ7O5vVq1fTsmVLoPz9N3nyZKZPn46rq2up6/30009p3769vk5LlPa6lDetPOW9P1u3bl3m/q4OcsTFLSw1NbXMIygSEhI4ceIEGRk3wM0Xes2E/hEl/wRPI/1Gmn5+mBBCCCGEECro1q1bsW/PS5OQkMDu3btLne7k5ES7du245557yMzM5OLFi/q0Tp064eHhgdFoJCIiggsXLhAXF4eHhwcZGRkEBARw9epVGjZsSHp6Okaj0aKmiIgIXFxc6NChA0FBQXzxxRcWLWcJa9vKWi4tLY2QkBDefvttcnNz2bZtGwMHDuTSpUscOXKE0NBQcnJyWLJkCRs3bqRVq1bs3LnT4ubr169Ts2ZNWze9Wrm5uTF27FiGDx9Oampqmfvv4MGDnDlzRh8QK83KlSsZNWqUxQ1lvS5/nZadnW02rTyWvD9r1qypH9liL3LExS0qNTWVJk2bk36j/DeQP4CDI7j7gptPlbcJIYQQQghhDUsvapmUlMSQIUNwdHSkXr16rF27ls8//5w33niDP//8k6NHj/L+++/Ttm1bAHJycti8eTMff/wx586dY9y4cRw/fpy6deuWuH6DwaC3tGjRgoyMDC5evEiDBg3Iy8vj9OnTZnetyc3NBSA9Pb3Yuho0aMCqVavQNI2PP/6YZ599lscee6xC+6U0lrRVdLm4uDhcXFwYNGgQcHPgqFGjRhw8eJCHH36Yzz//HIDp06czYcIE+vTpw8MPP0xISIhFzd7e3iXuJyj59a+MI24qS0ZGBmfOnKFVq1al7r/du3dz6NAhs+tW7N+/n5iYGBYuXAjAiRMn+P333xkyZIjFz13W69K4cWN9mslkMpsWGhoKlP4eteT9mZ6ejre3d8V3WCWSIy5uUTdu3Lg5aBE8rfSjKPpHwH2Vc0VdIYQQQgghqlr9+vU5efIkhYWFZc5X0u0whwwZwjvvvMOQIUOIiorSBy3g5u00V69ezaRJkzh9+jTTp083G7RIS0vj66+/Jjc3l9zcXObMmYOfnx+BgYF4enrSr18/3njjDXJycnj77bdp1qwZbdq00ZfftGkTBQUFfPzxx8DNa8wV2bJlC5cuXcJgMODo6Fji0RAXL16kRYsWFT4aw5K2ktZd1nItW7YkKyuLHTt2oGkaR48e5eTJk7Rq1crs1IfCwkKcnJyoUaMGBQUFFje3bdu21Gtw1K9fn5iYGLPXv7KOuKnoPj558iSfffYZmZmZ5ObmMnfuXJycnGjVqlWZ+2/ixIlomqb/9OzZk5UrV+qDFnDzaIuQkBB8fIp/qVxaZ1mvS1nTipT2HrXk/Xny5Enuvvtui/ZbVZGBi1udmy941C79x9W+I2NCCCGEEEJY6oknnsDDw4MGDRrQsGHDUk9jLu12mKWZOnUqu3fvZuDAgTg6Ohabnp+fz9SpU6lVqxb169fn8OHDbN++nRo1bh6g/t///pfjx4/j4+PDZ599xqeffmq2fG5uLvXr1+fAgQOMHj2aZ599Vp929OhR7r33XoxGI++//z6rVq0q8flPnz5t1Wnb5bWVtu7Sliv6ffr06Xh6ejJ06FDeffdds4EggBdeeIH58+fTqlUrXn31VYt777vvPlJSUrh8+XKxaZa+/klJSfTo0YNevXoxdOhQCgoK2LhxIxMnTmTjxo0EBwdz/Phxi/ZDaRwcHHj33Xdp2LAhderUYffu3ezYsUP/YF/efi9NYWEha9euLfU0kdI6y3pd/jrN29u7xNfs7+/RsWPHAuW/P3Nycvj555/p27evRdtXVeRUESGEEEIIIYQSvL292bt3b7HH3d3d9Vs7Aqxfv56+ffsyfvx4RowYoV900dnZmfz8/GLLOzs7l/m8derU4bfffit1ekBAAPv37y91+owZM1izZo3++1/vKjJ//nzmz59f5vNbe+FIS9pKW3dZyw0YMIABAwaU+bwNGzbkl19+qVgs4OLiwujRo/n000+L3XXD29ubPXv2lHvKUNERN66urjz33HP6ETf16tVj586dJd5ytqL7OCgoiIMHDxZ7vOi1LW+/F/nrbUgBHB0dSxy0saSzrNelaJrJZCpx//39PVqkvPfnjh076N27d5m3da0Od9QRF5GRkQQHB9s7o1zlnZNmb9JnPZXbQPpspXKfym0gfbaSPuup3AbSZyvV+4Tl6tatS926denRowc///wzvXv3LnY7TLh5GsJvv/3GiBEjiIuLs2OxKMurr77K8uXLycvLs2r5ih5xI6z39ttv63d2sac76oiLsLAwwsLCzC6UoiLVb9slfdZTuQ2kz1Yq96ncBtJnK+mznsptIH22UrlP9f8/aulFMqvTxo0bzX4v6faMNWvWtOhb8Kqm4v4rokJb3bp1iY6OLnFaSX1/P+Jm3bp1FTripjKpsP/KUtl9hw4dqtT1WUvtvS6EEEIIIYQQCktISFB6kOx28Pcjbvr06SNH3FTA7fAelYELBcXExNg7oUzSZz2V20D6bKVyn8ptIH22kj7rqdwG0mcrlfusvZ5BdfnrNRpUJH3WU7kNSu/buHEj33//Pffeey/t27fn2LFj7Nixg507d+q3Yi064mbt2rUEBgZWa58qVO+zlgxcKKi02wOpQvqsp3IbSJ+tVO5TuQ2kz1bSZz2V20D6bKV6nxBCCMvIwIUQQgghhBBCCCEqrLqOHrujLs4phBBCCCGEvTk6OqJpGlevXsXFxQUnJyf9gnqqXLSztFsqqkL6rKdyG0ifraq6T9M0/Sc/P5/s7GwMBgOOjo5V9pwgAxdCCCGEEEJUK2dnZzw9PTGZTKSnp1NQUGDvpGI0TVNmEKUk0mc9ldtA+mxVnX1OTk44OztTr149GbgQQgghhBDiduPs7IzRaAT+/6HWKl2wMyMjQ+9TkfRZT+U2kD5bVUdf0cBIdQ7gyMCFEEIIIYQQdmSPDwHlcXBwUPpweOmznsptIH22Ur3PWrffFt0GgoKC7J1QJumznsptIH22UrlP5TaQPltJn/VUbgPps5XKfU5OTvZOKJP02UblPpXbQPpspXqftQyaSsekVRODwaDUoXjWSEhIoGnTptA/Ajxqlz7j1Tj897/BXo869A6exiU3n5Lny0yBXVM4e/YsTZo0qZJmIYQQQojbUW5uLleuXCEgIOC2/KZTCCEqi7WfxeVfViGEEEIIIYQQQihLrnGhoJiYGFq1amXvjFJJn/VUbgPps5XKfSq3gfTZSvqsp3IbSJ+tVO7LzMykoKCAvLw8CgoKMJlM9k4yc6ff8tFWKvep3AbSZ6vq6DMYDBgMBmrUqIGLiwvu7u7UqFG1QwsycKGg2NhYZf8jC9JnC5XbQPpspXKfym0gfbaSPuup3AbSZytV+woKCkhJScHJyQkXFxc8PDz0DwKqkFs+2kblPpXbQPpsVR19mqZhMpnIz88nPT2dGzdu4O/vX6UDJrf0wEVSUhKPPvooTk5OFBYW8tFHH3HXXXfZO0sIIYQQQohS5efno2kafn5+yn4Akm+VbaNyn8ptIH22qu6+wsJCLly4QEFBAc7OzlX2PLf0wEXt2rU5cOAADg4OREVFsXDhQtauXWvvLCGEEEIIIcqk2hEWQqjk6tWrODg4UKtWrUpbZ0ZGBhkZGdSuXbvKT2u4k1TXv2PqDhVZwNHRUR9NSktLo127dnYuEkIIIYQQQghhi06dOtGzZ89KXeeiRYvw8/Pjt99+q9T1iuph94GLpUuX0rFjR1xcXBg0aJDZtPz8fCZMmICvry++vr688MILFBQUmM1z4sQJunbtygsvvFDpb24hhBBCCCGEEEJlrq6u+lFcixcvtndOlbD7wIW/vz8zZ85k7NixxabNmzePAwcOEB0dTXR0ND/88AMLFiwwm6dNmzb8+OOP7Ny5kxdeeKG6soUQQgghhBBCVIGEhAT++OOPSl1neHg4mqbRsWPHSl2vChYuXMhzzz1n74wqZfeBi8cee4xBgwZRu3btYtNWrFjBzJkz8fPzw8/PjxkzZrB8+XJ9em5urv5nb29v3N3dq6W5qgUFBdk7oUzSZz2V20D6bKVyn8ptIH22kj7rqdwG0mcr1fuEuNOEh4fTuXNnAgMD6d27NyNGjKBWrVp88803AEyePBlHR0cMBkOxmy6cO3eOfv36YTQa8fHx4YEHHtA/D6alpTF48GC8vb3x9PTk/vvv59KlSwD88ccf+tEIBoOBo0eP6uuMjIzEYDAwefJk/Pz8aNKkidn0+fPnU7t2bTp37szQoUMxGAwkJCSUu5179+6lXbt2uLq64ufnx8svv6xPi4iIoHnz5ri6uhIQEMCsWbMAiIqKwtXVlccff5ymTZvy6quv4uPjw5w5cwAIDg7GaDQyY8YMjEYj3bt317dx4sSJDBkypNSeJUuW0Lx5c7y9vRk4cKC+HMB7771H48aNcXV1pWXLlqxbt85s2ZSUFGJiYrh+/Xq5212V7D5wUZpr165x4cIF2rdvrz/Wvn17EhMT9Z32yy+/0LNnT3r16sXo0aNvm8NiVLxt119Jn/VUbgPps5XKfSq3gfTZSvqsp3IbSJ+tVO5T/cKcKt81AaTPFvZu++WXX2jfvj379u0jNTUVV1dXVq9eDcDDDz9MREQEPj4+xZabMWMGe/fuZfz48YwfP560tDTy8/OBm9ev+OKLLxgyZAgTJ07E2dmZa9euAeDn50dERAR9+/YttWn79u0MGTKEc+fO6Uf4Hz58mJkzZ+Lv7899993HZ599Bli2/0aNGkVycjLTp0/niSee4MyZM/q0b775hvbt2zNt2jQCAgKYN28eu3fvBm5+Me/g4MD58+fZsWMHbdq04X//+5++bFZWFgcOHCA0NJQDBw4wbdq0Ys/9939b1q1bx6RJk2jTpg0TJkxg//79PPnkkwDEx8fz4osvUrduXWbNmsX9999PfHy82fJLly6ldevWbNmypdztrkrKXk41IyMDuHkkRZGiP6enp+Pl5UWXLl3Yv39/uesKDw/XR6qKbNu2rcR5g4KC9P/IxcTEEBsbq+x8VWH37t3Uq1evUvpkPplP5pP5ZD6ZT+aT+e6E+VxcXGjevDmZmZkYDAacnJxwcXEBbn4QKfpwVSQvLw9N08xuW2gymUp8ziIyn8x3O8ynaRr+/v4sXLiQTZs28dJLL7Fq1SqSkpIwmUx0796d7t27s3TpUrPlTCYTJpMJJycn2rdvz4ABA5g3b54+TdM0ANq2bUtoaCjh4eH6NB8fHyZNmkR6ejrffvutWV/R/7700ks8++yzbNiwgbNnzwLw1VdfAbBs2TK6du3KiRMn2Lt3r95S1vZqmoanpyfdunWja9euuLq66vNt3LgRo9FIcnIybdq04dChQ/z222/6KSwLFy7k8OHDPPbYYzRu3Jh///vf+vo1TWP9+vU0aNCAgwcPsmfPnmLbUvRvS1FfZGQknp6eLF68mBo1avDnn3/y0UcfkZiYSGFhIXDz8g2PPPIIbdq0wWAwmG1P0b7962N//7OmaWRlZZGXl1fuv39W0xQxe/ZsbeDAgfrvqampGqDFx8frj506dUoDtLS0NJueS6HNLtHJkyfLnefs2bMaoNE/QuPxlaX/9Jym+YMW41FH83/o7dLn6x+hAdrZs2crpc+eVO5TuU3TpM9WKvep3KZp0mcr6bOeym2aJn22qq6+nJwcLSEhQSssLLRo/qysLC0hIaGKq2xj6bbYi/RZz55ts2fP1ho3bqx/ltm3b582evRoLTg42KyvcePG2j/+8Q+zZRMTE7VBgwZprq6umqOjozZ48GAtIyND07Sbnx1Hjx6teXp6agaDQevdu7d2+fLlYs8NaEeOHNEfW7lypQZomzZt0jRNM3vecePGaYB26dIlTdM0bezYsRqgnT59utztjIqK0v75z39qDg4OmtFo1F577TVN0zQtPz9fGzVqlFajRo2bn+X+3094eLi2b98+/fNY48aNtdmzZ+t9mqZpPXv21JydnfXn6Nu3r9nvRcu/9dZbZi2tWrUye66in4MHD2qapmnLli3TWrZsqQFagwYNtC1btpS7fX9VWFioJSQkaLm5uRbNb+1ncWWPYfLx8aFhw4Zmt6v57bffCAgIwMvLy45lVa+0UX5VSJ/1VG4D6bOVyn0qt4H02Ur6rKdyG0ifrVTvE0LcpP2/b/XL0rBhQ7Zs2UJaWhrvvPMOn3/+OWvWrAFuHpkfGRlJamoqW7ZsYe/evbzzzjs2NRVdg7HoCIzTp09bvGyPHj04dOgQKSkpPProo8ydO5eYmBi+/fZbVq9eTZ8+fVi/fr1+VoAl2w83j9Yquj7FuXPnzK4T6ezsDEB2drbZMg0aNMDHx4ctW7aY/QQGBqJpGuPHjycuLo4zZ87g6+tb7CKfqlzjwu6nihQUFOg/JpOJnJwcHBwccHZ2ZsyYMcyfP5/7778fgAULFvDMM89Y/VyRkZFERkZWUrkQQgghhBBCiMqyaNEiNE3jxo0b5ObmsmjRIry8vBg7dizjx48nPT2d1q1b619uF13PYd68efz666+0b9+e8+fPm037+uuv+eOPP/jxxx8BWLt2LVFRUWVezBLgwQcfZMGCBYwfP54ePXqwd+9ei7ejS5cu3HvvvTRo0IATJ07oPU5OTgBcv36d+Ph4Nm3aVIG9c9OwYcNo1qwZcXFxjBo1Sn+8adOmGAwGVqxYgZOTE/Xr12fMmDGMGDGC7777jsjISDp37kxycjJ79uzhjz/+ID4+ntDQUPr27YuHhwfJycnFrpGxdOlS5syZw8qVKwkLC6twb2Wx+8DFvHnzzK4/4ebmRs+ePYmKimLWrFn8+eeftG7dGoDhw4czffp0q58rLCyMsLAw5S+GJIQQQgghhBB3milTphT7vXHjxowdO5aOHTuyePFivvjiC1xdXXnyySf1D+7t2rXj888/55tvvsHR0ZH+/fszadIkADZs2MCqVav0db777rsA5d4WtXv37oSHh/P+++9z8OBBBg4cyLZt2yy6OGfHjh3Ztm0bycnJ1K5dm/nz5xMUFERgYCATJkxg7dq1JCQkMGHCBGbOnGnx/vHw8KBr1668//77dO/eXb+QKNy8COncuXNZsmQJ06dPJygoiDFjxjB69GjS0tL48MMP+frrr6lVqxb9+vUDbp7l4O/vz4oVK0hPT6d58+a89dZbFvdUJ4Nm6XEptxGDwWDx4Tj2sG3bNgYOHFjmPAkJCTRt2hT6R4BH8VvJ6q7G4b//DfZ61KF38DQuuRW/Qi8AmSmwawpnz56lSZMmNvfZk8p9KreB9NlK5T6V20D6bCV91lO5DaTPVtXVl5uby5UrVwgICLDoQ012djbJyck0bty4ytus9dcLh6pI+qynchuo1VdYWIijoyMAgwcP5osvviAjIwMPD49qbwkODubo0aP6TSxKU937z2Qycf78efz8/PTTVcpi7Wdxux9xIYQQQgghhBBCqKZTp06EhISQm5vLjh076NSpE25ubvbOuiPdUQMXco0LIYQQQgghhBCW8PLyYsmSJQB07dqVDz74wM5Fd647auDiVrnGRVBQkL0TyiR91lO5DaTPVir3qdwG0mcr6bOeym0gfbZSvU8IobZ9+/YVe8xkMtmhBKKiouzyvKpQ4+QhYaZVq1b2TiiT9FlP5TaQPlup3KdyG0ifraTPeiq3gfTZSuU+1b9IU+UaA6WRPuup3AbSZyvV+6x1e26VEEIIIYQQQgghbgt31MBFZGQkwcHB9s4oV0xMjL0TyiR91lO5DaTPVir3qdwG0mcr6bOeym0gfbZSuU/lO9yB/Q6Ht5T0WU/lNpA+W6neZ607auAiLCzsljg3KDY21t4JZZI+66ncBtJnK5X7VG4D6bOV9FlP5TaQPlup3ifEraB///6sW7fO3hlV4scff6RXr154eHgU+4I7NjaWBx98EG9vb5o0aWLV+l955RU++ugji+ePiooiKCgIDw8PHn30UdLT08tdJj8/n5EjR1K/fn18fHwICQkhMTFRn/7SSy8REBCAp6cnPXr04Pjx48DN2zIPGjSI+vXrM2fOnBLXvWzZMqZOnWpxf1W6owYuhBBCCCGEEEJYbteuXQwfPtzeGVXC1dWVcePGMWPGjGLTatSowdChQ3n77betWndSUhIbNmxgzJg4+q9ZAAAgAElEQVQxFs2flZVFaGgos2bNIikpicLCwhK7/q6wsJCgoCB++eUXrl69SqtWrQgLC9On16pVi/3795OWlsbgwYMZNGgQAGvWrKFz586cO3eOI0eOEB8fX2zdTz/9NGvXruXq1auWbXQVkoELIYQQQgghhBBmli9fjtFoxNHRkcjISLNpYWFhjBs3jq5du+Lp6cnYsWOLLT9q1ChGjRpVTbXW6dChA8OGDcPf37/YtObNmxMWFkazZs2sWveqVasICQnBxcXFovn37duHt7c3I0aMwGg08sorr7Bhw4Zyl3N1dWXmzJn4+/tTo0YNwsLCOHr0qD595syZNGvWDAcHB55++mnOnDlDamoqmqbpF/LUNE0/fS0lJUVf1sXFhf79+7NmzZqKbHqVkIELIYQQQgghhBBmnn76aTIyMujevXuJ07/55hs2btzIH3/8wYYNG/jll1/MpicmJpqdsnCn2bVrFz179rR4/tjYWNq0acP+/fsZMWIEbdq04erVq1y7dq1Cz3vkyBHatWtX6rSGDRvi6+vLyJEj+fHHH2nUqBGdO3fGZDLx/PPP89prr5ldJyM4OJivvvqqQg1VoYa9A6pTZGRksdFCIYQQQgghhBAVM3DgQAICAgBo27YtcXFxdOjQQZ9+K1xbsCodP36cwMBAi+fPzMykZs2aJCcnEx0djaenJwAZGRn4+PhYtI6kpCTCw8NLPEIiKyuL//znPyxYsAAAd3d3tm/fzk8//cSHH37IihUr9CM3/qp169YcO3bM4u2oKnfUERe3ysU5hRBCCCGEEEJlvr6++p+dnZ3JycmxY416rl+/Ts2aNS2e38PDg4yMDEJDQ/n111/1C3MajUaLls/KyuKRRx7h5ZdfLnah0cLCQoYNG8YDDzzAyJEjAUhLS2PYsGHs3buXJUuWkJSURIcOHQgPDzdbtmbNmqSlpVm8HVXljhq4uFUEBQXZO6FM0mc9ldtA+mylcp/KbSB9tpI+66ncBtJnK9X7hBC3L29vb4vuClIkMDCQEydO6L+fOHGCOnXqWHS0RUFBAaGhoXTr1o3//Oc/xaY///zzODs7s3jxYv0xLy8vVq5cybRp0zhy5Ahubm6cO3eOo0ePcvr0aX2+9PR0vL29Ld6OqiIDFwpq1aqVvRPKJH3WU7kNpM9WKvep3AbSZyvps57KbSB9tlK5z2Aw2DuhTEUX7VOV9FmvutqGDx9u1d1IqnPfmUwmcnJyyM/P1/9cUFAA3LxgZU5ODnl5efqf8/PzLe5r27ZthW7J3Lt3b65du8b69evJzMwkIiKCIUOGmM3z008/0aJFC3766Sezx5955hm8vb1ZtGhRsb7XXnuNuLg41q5dazbNYDDg6uoK3Dwiw8nJCUdHRxwdHcnPz9fnO3nyJHfffbfF21FV1P0bJYQQQgghhBDCLtq1a4fRaOSHH37gueeew2g06tdHsMTFixe5ePFiFRba7vvvv8fNzY1x48bxww8/4Obmxrx58wA4d+4cbm5u/Otf/yIxMRE3N7cS755Smv79+7N//36L53d3d2fTpk2Eh4dTp04dAObPn282T3Z2NqdPnyY7O1t/7Ny5c6xatYotW7ZQs2ZNjEYjRqNRvzDq66+/zuHDh6lVq5Y+7YcffjBbb79+/bh8+TJ16tQhMDDQbNA3KiqKAQMGWLwdVcWgFd335A5QdHHO/fv3o/Jmx8TElPsNQUJCAk2bNoX+EeBRu/QZr8bhv/8N9nrUoXfwNC65lXKoUWYK7JrC2bNnadKkic199qRyn8ptIH22UrlP5TaQPltJn/VUbgPps1V19eXm5nLlyhUCAgIs+jY2Ozub5ORkGjduXOVt1jKZTEofNSB91lO5DW6fvuTkZDp27MipU6csviVqZajM/Zebm0vz5s359ddf9cGUkp7v/Pnz+Pn54ezsXO46DQaDVZ/F1X1HVIFb5eKcFTmkyB6kz3oqt4H02UrlPpXbQPpsJX3WU7kNpM9WqvcJIW5fdevWZdiwYaxYscLeKVZbvnw5w4cPL3XQojrdUbdDFUIIIYQQQgghqsObb75p7wSbPP/88/ZO0N1RR1wIIYQQQgghhBDi1iIDF0IIIYQQQgghhFCWDFwIIYQQQgghhKiQqKioci/qr7off/yRXr164eHhQXBwsNm08PBwnJyc9DtxNG/evMLrf+WVV/joo48snj8qKoqgoCA8PDx49NFHSU9Pt2i5vn37UqdOHXx8fOjbt6/Z9X2uX7/OoEGD8PDwICgoiO+//x64eZHgQYMGUb9+febMmVPiepctW8bUqVMt7q9KMnAhhBBCCCGEEOKO4+rqyrhx45gxY0aJ04cPH05GRgYZGRmcPn26QutOSkpiw4YNjBkzxqL5s7KyCA0NZdasWSQlJVFYWFhq19+9+eabXLx4kdTUVEJDQxkxYoQ+bdq0aZhMJpKSkpg1axahoaFkZ2ezZs0aOnfuzLlz5zhy5Ajx8fHF1vv000+zdu1arl69atlGV6E7auAiMjKy2EiaioKCguydUCbps57KbSB9tlK5T+U2kD5bSZ/1VG4D6bOV6n1C2Ft0dDRdunTBy8uLLl26EB0drU8LDg4mMjJS/71Jkyb6HRq9vb3p378/iYmJ+hEJO3fuNFv3qFGjGDVqVHVshtU6dOjAsGHD8Pf3r/R1r1q1ipCQEItvhbpv3z68vb0ZMWIERqORV155hQ0bNli0bIcOHXB2dsZkMlFYWMjJkyf1aZs2beLVV1/FaDQyYsQIPD092bdvH5qm6bdN1TRNv0VpSkqKvqyLiwv9+/dnzZo1lm52lbmjBi5ulduhqnw/dJA+W6jcBtJnK5X7VG4D6bOV9FlP5TaQPlup3GcwGOydUKaiDzSqkj7r/fXD6tChQ3n88cdJSUnhscceY+jQofoH2LKkpaWxa9cuGjVqpB+REBISYjZPYmIiiYmJVvepYOvWrfj6+nLPPffw1VdfAZb37dq1i549e1r8XLGxsbRp04b9+/czYsQI2rRpw9WrV7l27ZpFy4eEhODq6sqECRN47rnnAEhNTSUlJYWgoCD69u3LqVOnaN26NbGxsYwcOZIff/yRRo0a0blzZ0wmE88//zyvvfYaJpNJX29wcLC+7fakzrtCCCGEEEIIIUS1OHPmDPHx8fznP//BycmJF198kVOnTpGQkFAp64+KirolvjQuzRNPPEFsbCxJSUlMnTqV0NDQEk+nKM3x48cJDAy0eP7MzExq1qxJcnIy0dHReHp6ApCRkWHR8jt37uTGjRt89NFHDBgwQF8n3DwlJjo6mmvXruHp6UlGRgbu7u5s376d7du3c/bsWVasWMHMmTNZtmyZ2eBM69atOXbsmMXbUVVk4EJBMTEx9k4ok/RZT+U2kD5bqdynchtIn62kz3oqt4H02UrlPku+1banv37jqiLps15RW3JyMr6+vjg5OQHg7OyMr68vSUlJ9sxTZt+1adOGevXq4eTkxJAhQ+jRowe7d++2uO/69evUrFnT4ufz8PAgIyOD0NBQfv31V/3CnEaj0eJ1uLm58fTTTzN8+HBSU1Px8PAAoKCggEuXLtG5c2fS09MxGo2kpaUxbNgw9u7dy5IlS0hKSqJDhw6Eh4ebrbNmzZqkpaVZ3FBVZOBCQX+9CqyKpM96KreB9NlK5T6V20D6bCV91lO5DaTPVqr3CWFPdevWJTU1lfz8fADy8/NJTU2lbt26wM1v6QsKCvT5b9y4Yba8Sqd0VAdHR8cKze/t7W3xXUEAAgMDOXHihP77iRMn9DuFVFRGRgZnzpzB19eX2rVrF1tvUFAQXl5erFy5kmnTpnHkyBHc3Nw4d+4cR48eNbsQaXp6Ot7e3hVuqGx31rtNCCGEEEIIIQTNmjWjWbNmvPfee+Tn5/POO+/QvHlzmjZtCkCLFi34P//n/wCwd+/eYtdaqF+/PklJSaXecWL48OEMHz68ajfCRiaTiZycHPLz8/U/Fw3WbN26levXr2Mymfjyyy/Zv38/ffv2tXjdbdu2rdDgae/evbl27Rrr168nMzOTiIgIhgwZYjbPTz/9RIsWLfjpp5/0x06ePMlnn31GZmYmubm5vP766zg5OenX+AkNDeWtt94iMzOT9evXc+PGDXr16oXBYMDV1RWAwsJCnJyccHR0xNHRUR/MKlr/3XffbfF2VBUZuBBCCCGEEEKIO4zBYGDDhg1s2rSJ2rVr8/nnn7Nhwwb9wrEvvfQShw4dokuXLuzZs4dGjRqZLR8YGMhTTz3FXXfdRcOGDfnmm2/Mpl+8eJGLFy9W2/ZY4/vvv8fNzY1x48bxww8/4Obmxrx58wBYt24djRo1wsvLi5kzZ/LZZ5/RsmVLi9fdv39/9u/fb/H87u7ubNq0ifDwcOrUqQPA/PnzzebJzs7m9OnTZGdn6485ODjw7rvv0rBhQ+rUqcO3337Ljh079FNM3njjDQDq1KlDeHg4mzZtws3NzWy9/fr14/Lly9SpU4fAwECzCxtHRUXp18ywpxr2DhBCCCGEEEIIUf3atm3L4cOHS5zWvHlzjh8/rv++YMGCYvN88MEHfPDBByUufytcmDM4OLjU681s2rTJpnWPHj2ajh07kpuba/EtUYODg4mLiytz+t97g4KCOHjwoP67yWQyO43Hy8uLrVu3lvm8jo6OJW5vbm4uu3btKvG1r25yxIUQQgghhBBCCFGJ6taty7Bhw1ixYoW9U6y2fPlyhg8frh8BYk931BEXkZGRREZG2jtDCCGEEEIIIcRt7s0337R3gk2ef/55eyfo7qgjLsLCwm6JQ5aCgoLsnVAm6bOeym0gfbZSuU/lNpA+W0mf9VRuA+mzlep9QgghLHNHDVzcKv56MRQVSZ/1VG4D6bOVyn0qt4H02Ur6rKdyG0ifrVTuK7oAoqpUv9Wl9FlP5TaQPlup3met23OrhBBCCCGEEEIIcVuQgQsFxcTE2DuhTNJnPZXbQPpspXKfym0gfbaSPuup3AbSZytV+wwGAyaTiaysLEwmk71zSqRqVxHps57KbSB9tqrOvsLCQrKysoCqP4rsjro4560iNjZW6UMbpc96KreB9NlK5T6V20D6bCV91lO5DaTPVqr2ubi44OLiwtWrV4GbtyI0GAxKnT6iaZpSPX8nfdZTuQ2kz1bV0adpGpqmUVhYiMFgoGbNmtSoUbVDCzJwIYQQQgghRDUq+j/67u7u5Ofnk5+fr38QUEVubi4uLi72ziiV9FlP5TaQPltVR5/BYMDBwYEaNWrg7OxcLQM5MnAhzFy4cKHcedLT06uhRAghhBDi9ubg4KAffaGajIwMjEajvTNKJX3WU7kNpM9WqvdZSwYuxE15WWBwoHv37uXO6ubuwYABA/D19a2GMCGEEEIIIYQQdzIZuBA3FeSAZoLgaeBWxoBEdirZUW9w48YNGbgQQgghhBBCCFHlZOBCmHPzBY/a9q4QQgghhBBCCCEAGbhQUlBQkL0Tbmkq7z+V20D6bKVyn8ptIH22kj7rqdwG0mcrlftq1KhBbm4uubm5FBQUKHdxzsLCQnJycuydUSrps57KbSB9tqqOvqK7IDk5OeHs7FwtF+iUgQsFqXjbrluJyvtP5TaQPlup3KdyG0ifraTPeiq3gfTZStU+k8nEtWvXyMvLo0aNGjg5OeHg4ACgzG0Wq/rWhraSPuup3AbSZ6uq7tM0DZPJhKZpZGdnU1BQgIuLC/Xq1avSf7/U3uuVLDIyksjISHtnCCGEEEKIO1hubi55eXk0bNgQR0dHe+cIIYTV8vLyuHz5Mvn5+Tg7O1fZ8zhU2ZoVFBYWRlRUlL0zyhUTE2PvhFuayvtP5TaQPlup3KdyG0ifraTPeiq3gfTZSvU+lQctTCaTvRPKJH3WU7kNpA8gNTWV5ORkq5at7v1XXUeg3FEDF7eK2NhYeyfc0lTefyq3gfTZSuU+ldtA+mwlfdZTuQ2kz1aq9wkhREkee+wxmjVrZu8MpcjAhRBCCCGEEELcgVxdXfULLS5atMjeOeVatGgRBoOhwkfRHz16FIPBQHh4eJV0VZfNmzdjMBhKvPxB0TbOmTPH6vWHhIQoc52dv5OBCyGEEEIIIYS4Ay1cuJDnnnvO3hnib6KiosjIyLB3hlJk4EIIIYQQQgghFLB3717atWuHq6srfn5+vPzyy/q0iIgImjdvjqurKwEBAcyaNQu4+SHX1dWVxx9/nKZNm/Lqq6/i4+Ojf/MeHByM0WhkxowZGI1GevbsyaVLlwCYOHEiQ4YMKbVnyZIlNG/eHG9vbwYOHKgvB/Dee+/RuHFjXF1dadmyJevWrbNoGw0GA/369eOBBx7A09PT7AiBpKQkBg8ejLe3N4GBgaxatQqAhIQEDAYDU6ZMAaBXr14WH0HRpEkTOnXqBMCcOXMwGAwEBwfr04v2z7x58/D29sbHx4ejR4+SlpbGI488Qu3atfHw8ODee+/Vj/Qo6hk+fDj33HMPPj4+fPLJJ/o6S3sdIyMjadasGV27dqVdu3a88MIL+Pj4sHz5cgCWLl2qHwFjNBqL7bfQ0FAAxowZg8FgICwsrNg2zp07t9g2lvY65ufnM3bsWLy8vHjooYdKvI1qSkoKMTExXL9+vdx9XZVk4EIIIYQQQgghFDBq1CiSk5OZPn06TzzxBGfOnNGnffPNN7Rv355p06YREBDAvHnz2L17N3DzTjUODg6cP3+eHTt20KZNG/73v//py2ZlZXHgwAFCQ0M5cOAA06ZNK7dl3bp1TJo0iTZt2jBhwgT279/Pk08+CUB8fDwvvvgidevWZdasWdx///3Ex8dbvJ379u2jXbt2eHt78/rrr3Pt2jUAnnzySb788kueeeYZfHx8CAsL48CBA/j6+hIREUFISAgAzz33HBEREfTr16/c55oxYwYvvvgiAH379iUiIoLx48ebzZOVlcXy5cv597//zWOPPUZubi5paWkcOXKEIUOG8PLLL3P69GmGDx9utty2bdvo378/mqbx6quv6o+X9TqePXuWJk2acOzYMX755Rf8/PxYsWIFAN26dSMiIqLE61tEREQwatQoAIYMGUJERARDhw4tto0PPPCA2TaW9TquXbuWTz75hPbt21O3bl327t1b7HmXLl1K69at2bJlS7n7uirdUbdDFUIIIYQQQghVaZqGp6cnPXr0oGvXrma3l9y0aRNGo5Hk5GTuuusuHn/8cX7//Xf9m/aFCxdy+PBhBg8eTJMmTcw+nGuaxoYNG/Dz8+PgwYPs2bOn3JbIyEg8PT1ZsmQJNWrUIDU1lQ8//JALFy6gaRoA/v7+PPLII9x1110VujZCx44dWbx4MU5OTrz55pskJiaSlZXF3r17GTNmDIsWLeL8+fM0atSIVatW8fHHHzN58mQAdu7cyZAhQ8yOKCjL2LFjOXr0KO+++y5du3bV1/NXmqbx7bff0qJFC/2x3NxcTp8+TWFhIampqZw6dYoNGzZw9epVfZ6HH36YBQsWcObMGTZu3Mj169fx8vIq83UEWLVqFZ9++ilPPfUUCQkJbNy4EYD27dvTvn17du7cSVJSktkykydPZvPmzaxevZoHH3xQP9qivG0s63Useh8UvTd+/PFH4uLiLNqv1U2OuFBQUFCQvRNuaSrvP5XbQPpspXKfym0gfbaSPuup3AbSZyvV+4T4u/Xr1+Pr60ufPn2oVasWs2fPBqCgoICJEyfi7u5Ow4YNefzxx4GbRwoUcXBwwMHBAUdHRxwdHcnPz9enOTs74+fnB0Djxo1JSUkpt+XChQvcuHGDli1b0rRpUz788EMAEhMTadmyJcuWLePkyZPcfffdBAQEsHXrVou3s1atWsDNi4PCzVMWLly4AEDz5s0BCAgIwMnJiYsXL1q8Xmu5ubmZDVoAxMXF0blzZzw9PWnSpAkbNmwAzPd5SdsBpb+ORZycnABKfK0qW1mvY0pKSrH3xt+Fh4ejaZrZQIk9yMCFglq1amXvhFuayvtP5TaQPlup3KdyG0ifraTPeiq3gfTZSuU+Va/cX8TBQe2PCbdrX48ePTh06BApKSk8+uijzJ07l5iYGL799ltWr15Nnz59WL9+vX5diKIjH8qTl5enX9cgMTGR2rVr69OKjgbIzs42W6ZBgwb4+PiwZcsWs5/AwEA0TWP8+PHExcVx5swZfH19bb7IZ4MGDYCbp1IAnD9/nvz8fPz9/fV5ivaryWSq0LrLW66k12vevHlER0fz+uuvs3nzZv0ID0v+7pb2OpbG0texrO0omvb3dZX1OtauXdvsvXHu3Lli61XlGhdyqogQQgghhBBCKKBLly7ce++9NGjQgBMnTgA3PygXfUN//fp14uPj2bRpU4XXPWzYMJo1a0ZcXJx+rQSApk2bYjAYWL58OTVq1KB+/fqMGTOGESNG8N133xEZGUnnzp1JTk5mz549/PHHH8THxxMaGkrfvn3x8PAgOTnZ5sG4hg0bEhwczJo1a/Dx8eHAgQMAjBw5Up+naBBj6dKlJCYm6qdWlKfoiIIvvviCJk2a4O/vz4MPPljmMkX7/NKlS1y/fp2ffvrJ4m0p7XUsz8cff8z169f1QZuiW9QWnfpRtP2rVq3CYDDQsmVLunXrVuY2lvU69u7dm/Xr1+vvjVOnThVrWrp0KXPmzGHlypV2PepC7aHKO1RZo3GifCrvP5XbQPpspXKfym0gfbaSPuup3AbSZyuV+yz9htVeKvqNdnW7Xfs6duzI9u3bmTNnDpcvX2b+/PkEBQXRp08fJkyYQExMDMuWLdMvymgpDw8PunbtyqZNm+jevTsLFizQp/n5+TF37lzS09OZPn06b775JgCjR49myZIlnDx5krlz57Jp0yb9eho+Pj74+/uzYsUKFixYgK+vLx9//LFV2/xX69ev58EHH+R///sfKSkpLF++nJ49e+rTH3nkER566CH27NnDmDFjLD49xc/Pj6lTp5KcnMwzzzzDwoULy10mPDycLl26sHLlSo4ePcqjjz4KWPbalvY6lmf+/PlMmTKFM2fOkJeXx5QpU/Q7qQDcd999jBo1imPHjvHUU0+Z3cmktG0s63UcOXIko0eP5pdffuHy5cv06tWr3EZ7MWiq/6tZBQwGg9L/sdi2bRsDBw4sc56EhASaNm0K/SPAo3bpM16Nw3//G+z1qEPv4GlccvMpdT72v1H++jJTYNcU/Wq4KrJk/9mLym0gfbZSuU/lNpA+W0mf9VRuA+mzVXX15ebmcuXKFQICAiw6RSA7O5vk5OQSzydXhclkUvp0DOmzXHBwMEePHiUjIwNQq60k0meb6u4zmUycP38ePz+/YhchLYm1n8XV3eNCCCGEEEIIIYS441V44KJ169YsXLiQ8+fPV0WPEEIIIYQQQgghhK7CAxdz587lyJEjtGrVit69e7Ny5Ur9sKPqdujQIbp06ULPnj156KGHSEtLs0uHEEIIIYQQQqgoKirKbp/XhKgsFR64CA0N5fPPP+fy5cuMGjWKjRs30qBBA5544gm2b99OYWFhVXSWqHHjxnz33Xfs37+fhx9+mA8++KDanlsIIYQQQgghhBBVz+prXHh6ehISEkJISAgNGjRgz549TJkyhYCAAL788svKbCyVv78/7u7uANSoUYMaNeTurkIIIYQQQgghxO2kwgMXWVlZrF+/ngEDBtC4cWN2797NnDlzuHLlCrGxsSxbtowJEyZYvL6lS5fSsWNHXFxcGDRokNm0/Px8JkyYgK+vL76+vrzwwgsUFBQUW8eff/7JsmXLePrppyu6OUqy5FY5onQq7z+V20D6bKVyn8ptIH22kj7rqdwG0mcr1fuEEEJYpsIDF3Xr1mXx4sX069ePhIQEtm/fTmhoqH7rk0GDBuHp6Wnx+vz9/Zk5cyZjx44tNm3evHkcOHCA6OhooqOj+eGHH8zuOQw3B1JCQ0NZunQptWuXcRvPW0irVq3snXBLU3n/qdwG0mcrlftUbgPps5X0WU/lNpA+W6ncZzAY7J1QJpVv9wjSV1Hh4eGEhYUBFWuLioqiSZMmFXqul19+GaPRiIODA1FRURVaFtTbd/n5+bRu3Zrg4GCgYn3Lli1j6tSpFs9//PhxOnTogLu7O7169eLixYsVao2Pj8fd3Z3w8HD9sfz8fJ5++mlq1qxJo0aN2Lx5MwCapvHMM89Qr149nn322RJvUfrVV18xdOjQCjVUlQq/Kw4fPszPP//MxIkTqVOnTonz/P777xav77HHHmPQoEElDjqsWLGCmTNn4ufnh5+fHzNmzGD58uX69IKCAoYOHcoLL7xA165dK7opQgghhBBCCCEq0eLFi8nIyKBRo0b2TqkUb7/9NjVr1qzwcnl5ebzxxhu89NJLFi8zdOhQQkND+fPPP2ndujXjx4+v0HO+9NJL/OMf/zB7bMmSJRw7dozExEQiIyMZM2YMly5d4ttvv8XR0VEfHPnuu++KrW/AgAFER0dz7NixCnVUhQoPXAQFBZGTk2P2WE5ODvn5+ZUWBXDt2jUuXLhA+/bt9cfat29PYmIi169fB+DTTz/l+++/59133yU4OJiIiIhKbbCXmJgYeyfc0lTefyq3gfTZSuU+ldtA+mwlfdZTuQ2kz1Yq95X07aZKTCaTvRPKJH2WOXToEEajkQULFrBu3TqMRiNGo1H/PHXhwgX+9a9/4e3tzd13380PP/ygL+vt7U3//v1JTEzUl9u5cycAP/30E/fddx9eXl40bdqUBQsWVOg9vXTp0lKPiFJl38HN/fP5558zbtw4/TFL+7Zu3Urbtm2pV6+eRfNHR0dz7tw5Jk2ahJubG9OnT2fXrl2kp6dbtPyWLVvw8/PjrrvuMnt806ZNTJw4ER8fH3r37s19993H1q1b0TStxKNHUlNTzV7LoUOH8sknn1jUUJUqfDXLwYMHM2rUKB5//HH9sV27drFixQp27NhRaWFFt+zx9vbWHyv6c3p6Ol5eXowcOejo0BgAACAASURBVJKRI0eWu67w8HDmzJlj9ti2bdtKnDcoKEj/SxQTE0NsbGy1zxcbG2vRfPa0e/fuEv8S3kr7zx59RdOlT/qquy82NpZWrVrZ7e+l9Emfqn2AXf/dkL7bo8/FxYXmzZuTmZmJwWDAyckJFxcXAHJzc4t9wZeXlwfc/ABU9MGhvA9D9phP+m79vvvuu48bN24wZ84cEhISWLlypVnfs88+S+vWrdm2bRtbtmxh8ODBnDlzBnd3d1JTU4mKiuKpp54iISFBX8ZkMpGbm8ucOXMIDg7m4sWLdOnShbZt2/Lwww+b9RXN/3cpKSnExsaWuh1Fj9t7/7300kvMnj2bpKQks+Us6fvqq6/o0aOHxe+DkydP0rx5cxISEnjhhRf48ssvcXNzIy4ujnvuuafM7cjOzua1115j9+7dTJ06FU3T9Oct+m/w0KFDef7552ndujUxMTE8++yzbNiwAX9/fx599FECAwOZPHkyV69e5d1339Uv/9CjRw/GjBnDO++8U+J2mEwmNE0jKyuLvLy8cv/9s5pWQT4+PlpeXp7ZY7m5uZq3t3dFV2Vm9uzZ2sCBA/XfU1NTNUCLj4/XHzt16pQGaGlpaTY9lxWbXa22bt1a7jxnz57VAI3+ERqPryz9p+c0zR+0GI86mv9Db5c5n0Xr6x+hAdrZs2erfkdYyZL9Zy8qt2ma9NlK5T6V2zRN+mwlfdZTuU3TpM9W1dWXk5OjJSQkaIWFhRbNn5WVpSUkJFRxlW0s3RZ7kb6KmT17tjZ69GhN0/5/W15enubg4KCdP39en69p06ba3r179d/37dunNW7cuNz1h4aGagsWLDB7rHHjxtq+ffsq3KrKvtuzZ4/2r3/9S9M0TVu5cqXWs2dPTdMs77v33nu1L774wuLnW716tXb//fdrhw4d0vz9/bWcnBytQYMG2vfff1/usjNmzNDeeOMNTdM0bdSoUdrs2bP1aQ4ODtqpU6e0u+++W9u8ebM2Y8YM7amnntKnnzhxQnvuuee0f//731pcXFyxdf/5558aoGVmZpb43IWFhVpCQoKWm5tr0XZa+1m8wqeKeHh4kJmZafZYeno6Hh4eNg+i/JWPjw8NGzbkt99+0x/77bffCAgIwMvLq1KfSwghhBBCCCHuJCkpKZhMJrOjqOvXr68fXVCW2NhY+vfvT926dfH29mbr1q36kUS3g8LCQl588UUWL15s9TquX79eoWtjeHh4kJGRwT//+U8uXryIi4sL6enpGI3GMpc7c+aMfjpIWev9/fffGTx4sL5Ok8nEmDFjWLNmDbNnz8bT05Nu3bqZnRYD6NuQlpZm8bZUhQoPXPTv35+xY8eSnJwMwOXLlxk3bhwDBgywKqCgoICcnBwKCgowmUzk5OTob/oxY8Ywf/58rly5wpUrV1iwYAHPPPOMVc8DEBkZqV8NVgghhBBCCCHuBCVdy6B27do4ODiYDVRcuXKFunXrlrkcwPjx42nfvj3nz58nLS2NkJCQYte4cHBwUP5aLqVJT08nOjqau+66C4PBwJgxY9i/fz/169e3eB3e3t4WX58CIDAwkPj4eP2z8MWLF8nKyqJFixZlLnfs2DHi4uJwc3PDYDCwevVq5syZo98NJDAwkBMnTujznzhxgqCgIBwcHP4ve/ce1/P9/3/8/k5FcqgmRFFzqCiHOcVYb3yctjHmtK2hj4+djM32mfMQH2KMYbb99nHKx5hhH3La2CS2r2FOK1kxSkLJlJLo9Pz90af3iqLer+r1SPfr5eKy6f3q/b69X6+e3vXs9X6+8PnnnyMwMBApKSkIDw/H5cuXYTAYEBISUmBf5D0fPZV44mLRokW4e/cu6tevj+rVq8PZ2RkZGRlYuHChWQFz586FjY0N5s2bh507d8LGxga9e/cGAMyYMQOdO3eGp6cnPD090aVLF0ybNs2sxwEAf39/sy7JQ0REREREVFHVr18fv//+O7Kzs00fs7KyQu/evfHxxx8jMzMT33zzDVJTU9GpU6cCn5eQkIDExMQC95eamoo6deqgatWqOHz4MH744YcHHtPV1RWHDx8utGf58uWP/IFcT3Z2dlBKmf6sXbsWvr6+iI+PL/Z9eHt7P3T9nft5eXmhcePGWLJkCdLT0zF//nz07du3wFkbV65cQdOmTfHf//7X9LGBAwcWaB05ciRmzZqFTZs2AQCGDRuGpUuXIjk5GaGhoTh69CgGDhwIALCxsQGQe4ZJlSpVYGFhASsrqwJnz+StvVG9evViP5eyUOKJi9q1a2Pnzp24evUqDh48iCtXrmDnzp1mz8AEBAQU2NFKKdPkgpWVFT777DMkJSUhKSkJK1asgKVlidcTJSIiIiIiqrSGDRsGW1tbNGzYEI0aNUJKSgoA4Msvv0RERAQcHR0xd+5cbNmypcASAM2bN8fo0aPh5eUFZ2dn7N27F0DuL7O//PJL1KxZEwsXLkSfPn0eeMx58+Zh7dq1sLW1xfTp0wvcdvPmTVy4cKEMn7H++vXrh4MHD5boczZt2oRvvvkGDg4OOHPmDP7f//t/BW7PzMzEhQsXTMevON577z14eXnBxcUFI0aMwJo1a9CgQYMC23h6eqJx48ZwdHTEzZs3TScSAEBoaKjZ764oTQZVUc/f0cBgMIg+bSkyMvKRVw6JiYmBm5sb0G8RYFun6A0Tz6HBwfkIsXVED+NUXLWxL3I7HJz/6PtLuwF8NxHR0dFwdXV99JPRQXH2n14ktwHs00pyn+Q2gH1asc98ktsA9mlVXn337t1DfHw8XFxcijy1Pr/09HRcv34djRs3LvM2c+W/EoJE7DOf5Dbg8enLyMhA06ZN8euvvxb7kqilobT3n7e3NzZs2IBWrVoV+XiXL1+Gk5MTrK2tH3l/5v4sXuLTF3JycrBr1y5ERUUhPT29wG0zZ84scUB5CgoKQlBQkN4ZjyT5G4CKQPL+k9wGsE8ryX2S2wD2acU+80luA9inleQ+g8Ggd8JDSf7BEWCfFpLbgMenz9raGlOnTsWSJUvw0UcflXHVX0pz/+3ZswctWrQoctKiPJV44uLll19GSEgIOnToYLo+KyD/H18gd40Lf3//CtFKREREREREFddbb72ld4Imzz77rIi3iQBmrHHx3XffISwsDHv27MG2bdtMf/IvEELaREZG6p1QoUnef5LbAPZpJblPchvAPq3YZz7JbQD7tJLcJ/lty0DuWdaSsc98ktsA9mklvc9cJZ64aNGihfjTdyq6kqw+Sw+SvP8ktwHs00pyn+Q2gH1asc98ktsA9mklvY+IiIqnxDMQPj4+MBqNCAgIwPLlywv8kS4oKAhGo1HvDCIiIiIiKidGo/GR69y9+eabCAwMLPCxoUOHokaNGjAYDIiJiSm7QOG0Pv/Q0FCxi/o/yubNm9GoUSPUrFkTY8aMQVZWVok+/8yZM+jSpUuxt7916xYGDhwIW1tbuLu749ChQ8X+3KlTp8Le3h5OTk5YsWJFgduWL1+OevXqwcHBocAVXr788ks0aNAAPXv2fOCStwCQmJiIFi1a4N69e8XuKCslXuPit99+Q/369R+4tIvBYMA777xTamFlgWtcEBERERHR/e6/7CQAbNmyBUDFWMuPSl9cXBxGjx6NHTt2oG3btujduzeWL1+OCRMmFPs+Zs6ciQ8++KDY20+dOhU5OTlISEjA9u3bMXToUMTExMDGxuahn7d582Z8/fXXCA8Px82bN+Hr64vOnTujXbt2OHbsGGbNmoWffvoJdnZ26Nq1K9q1a4c+ffpgzZo1OHfuHIKDg7Fs2TLMnTu3wP06OjqiR48eWLlyJcaNG1fs51EWSnzGxYEDBwr9ExISUhZ9RERERERERXJ2dn5gPZN79+6hWrVqSE1NBQBERESgVatWqF27NmbPnm3a7scff0SNGjVgZWWFgICAEj3uxo0b4enpCQcHB7z00ktISUkp1uelpaVh7NixaNiwIerUqYPx48ebbjt06BBatWoFOzs79OnTB3FxcabbXF1dMXv2bDRp0gRPPPEEVq1aZbrNaDRi4sSJhT7HrKwsTJs2DY0aNYKTkxNmz55dYI2VU6dO4ZlnnoGdnR3c3d3x3XffAQD69++PGjVqAABatmyJGjVqYPLkyQX2Xdu2bWFvb4++ffvi2rVrBfZN3uN9++23D+yDY8eOwcPDA8eOHSvWPtNDcHAwOnfujB49esDe3h7vvvsuNm3aVOzPv3r1Kg4dOoTnn3++2J+zZcsWTJ48GTVq1MCrr76KWrVq4cCBA8X6vNdeew3Ozs7w8vLC4MGD8c0335huGzJkCLy8vODs7IwxY8aYnofBYHjg8qSZmZkFvpZffvll/Pvf/y72cygrZi1WoZRCWFgYvv/+ewC5gyE7O7tUw4iIiIiIiB6lU6dOOHHiRIGPhYeHo1mzZqhZsyYAICQkBAcPHkRISAjmzp2L69evAwD+9re/4fbt2/Dz8yvRYx4+fBjjx4/Hxo0bER8fj+rVq+PDDz8s1udOmDABsbGxCAsLQ2xsLLp27QoAuHPnDoYMGYKZM2fi+vXraN68Od54440Cn3vs2DGcOXMGq1atwsSJEwssxFjUc1y4cCH279+P48ePIzw8HMHBwdi2bRuA3Lcm9OnTB6NGjUJiYiL27t2LatWqAQB27tyJ27dvA8id+Ll9+7bpsp7R0dEYNGgQFi5ciMTERHTq1MnUeuXKFbz++uvYunUroqKiHjg2ec81KioKd+7cKfY+L29RUVFo0aIFvv76a0ycOBEtWrQo0bo5P/zwAzp06ABra+tibX/z5k3cuHED7u7u6NWrF86fPw9PT89iPWZe6/vvv4/NmzcXaM27bfHixVi6dKnpNltbW4wcORJNmzbF6tWrMWbMGCxduhQvv/xygbcGderUCX/88UeBSTQ9lHjiIioqCi1btoSvry+GDBkCIPfUlFGjRpV6HBERERER0cPkTVykp6fjiSeewPnz53HixAn4+PiYtvHz84O9vT3atWsHR0dHXLx4UdNjrl27FqNHj0bbtm1hbW2Nd955B9u3b3/k5+Xk5GD9+vVYvHgxnnjiCVSvXh3Dhw8HAPzyyy+oVasWhgwZAmtra0ycOBF79+4tsK7CP/7xD9jY2OC5555DcnKyaXLiYc9x7dq1mDlzJurWrYs6depg1KhRptZdu3ahSZMm+Mc//gErKyu4urqie/fuj3weGzduRN++fdGrVy9YWlrivffew+7du5GZmYm9e/eic+fO6NixI2rVqlXoJUGNRiOUUqLXH0xLS0PNmjVx5coVnD9/HrVq1TJN5BRHeHg4mjdvXqLHA4Bq1aohIiICSUlJxX7MvNbz58/j6tWrBT4v77aYmBhER0cXuG3s2LEIDw+Hr68vpk+fjtatW2Pr1q1o1aqV6b4tLS3RtGlThIWFFfu5lIUST1y8/vrrmDBhApKSkmBlZQUg9/quxTmFRW8VZXFOd3d3vRMqNMn7T3IbwD6tJPdJbgPYpxX7zCe5DWCfVtL7qHT4+PjgxIkTOHz4MFxcXLB///4HJi4cHBxM/29tbY27d+9qesy4uDh89tlnsLOzg52dHXx9ffHnn38+8vMSExNx7969QhervH79OurVq2f6e/369ZGdnY0bN2488Dzyfouf/3kU9Rzj4uLw8ssvm1pnzpxpWogxLi7OrIUz4+LisHPnTtN9urq6wsrKCgkJCbh+/Trq1q1r2jb/c6pIbG1tcfv2bXzwwQfYvn07UlNTTW+dKY5bt26Zzvgp7uMBue9muHr1Kjp27Fjsx8xr3blzJyZMmFDg8/Ju+/TTT7Fs2bICty1cuBBTpkzBoEGDMHjwYIwcORJGo7HA1xwA1KxZE8nJycV+LmWhxBMXYWFheO211wD8tVBN7dq1RZ/mk8ff3x+hoaF6ZzySh4eH3gkVmuT9J7kNYJ9WkvsktwHs04p95pPcBrBPK8l90hd8tLAw6x3l5SZ/X/v27REeHo79+/cjMDAQoaGhD0xcaHH/GgBA7roac+bMQXJyMpKTk3Hr1i3Tb8zv78vP0dERVatWLfQqHXXr1kVCQoLp7/Hx8bCwsECdOnU09Ts7OyMkJMTUmpqaalrHwtnZ+ZFXDCnsazVvrYS8+0xOTsbdu3fh7OyMunXrFjgTJP9zKg4pX3vNmzfH2bNnTX8/e/Ys3N3di91nZ2dnWmOlOBwcHFCnTp1CH7MkrRYWFgU+r6jnAQDjx4/HqlWr0Lp1a8yfPx+nT5/Ga6+99sAVQ1NTU2FnZ1fs51IWSvxV4erqip9++qnAx44cOYImTZqUWhQREREREVFxVK9eHY0bN8b27dvRp08fJCcnIzY2Fp6enqVy/66urjh8+HCBj40aNQqfffYZwsPDAQCXL19GcHDwI+/LwsICfn5+mDhxIm7evIn09HRs3boVQO6ZI8nJydi6dSsyMzOxaNEi9OnTB5aWJb4Q5AOtM2bMQEJCAnJychAWFob/+7//AwA899xz+OOPPxAUFISsrCxcvnz5gV/01q9fH2fOnCnwsZdeeglbtmzBzz//DKUUEhMTTYtB9unTB0eOHMGxY8eQmppa6BVbjh49iqZNm+Lo0aOanltZeuGFF3D48GGEhoYiOTkZy5YtM72tpzi8vb1LtCYGkHsJ3oULFyItLQ0bN25ESkrKA2/dMRqNBRZJBYBhw4Zh5cqVuHLlCiIiIvDtt99i2LBhpvvcunUrIiIicOXKFaxatcr0PPJfrUQphSpVqsDa2hoZGRmmj2dlZeGPP/4o8PYRPZR44mL27Nl49tln8frrr+PevXuYMWMGBg8eXOJVeKlo96+KTCUjef9JbgPYp5XkPsltAPu0Yp/5JLcB7NNKct/9v8GXJv+ijxLd39epUyd4eHigSpUqeOqpp9CmTZti/WY878oZGzZsQGBgIGrUqIE333yzwDaffPIJJk2ahBo1apiurtC1a1cEBgbipZdeQs2aNdG9e3dcuHChyL78li5digYNGqBly5Zo2LCh6eqMtra22Lp1K2bPng1HR0dERkYW+kN/SU2ePBnt2rVDp06dYGdnh9GjR5vWOLCzs8P333+P1atX44knnoCvr2+BM0cAIDAwEG+++SYaNmxo+pmvSZMm+OqrrzBhwgTUrl0bTz31lGkRzoYNG+LLL7/EkCFD0Lx5c/j6+j7QlJ6ejgsXLiA9Pf2B26R87bm4uGDNmjUYMWIEXFxc0KpVK7z77rvF7uvVqxeOHz9eYBLgUebPnw8g98ycgIAAbNmy5YFLocbExDxwFsuwYcMwfPhweHl5oXv37pgzZw7at28PIHdszJo1C927d4eXlxdefvllDB48+IHHfu+999C8eXMsXLgQ7777runjeZNMzs7OxX4eZcGgzPhX8/jx41i9ejViY2Ph4uKC0aNHo2PHjmXRVyYKO91LkuDgYLzwwgsP3SYmJgZubm5Av0WA7UNOH0s8hwYH5yPE1hE9jFNx1ca+yO1wcP6j7y/tBvDdRERHR5v1frjyUJz9pxfJbQD7tJLcJ7kNYJ9W7DOf5DaAfVqVV9+9e/cQHx8PFxeXYv2wnJ6ejuvXr6Nx48Zl3maunJwcMafsF4Z95pPcBjxefYMHD4afnx9efPHFMq76S2nvv7fffhuenp4YN25ckY93+fJlODk5FesKKub+LG7WeUft27c3zeAQERERERERUUGzZ8/GG2+8Ua4TF6Xpxo0bOHDgAJYsWaJ3SsknLubMmVPkbTNnztQUU9aCgoIQFBSkdwYRERERERE95ry8vEzriVRE9y8WqqcST1ycOnWqwN9TUlJw5MgRPPPMM6UWVVb8/f3h7+8vfhVnIiIiIiIiIspV4omLbdu2PfCxmJgYBAYGlkoQEREREREREVGeUlm1w9XVFSdPniyNuyIiIiIieqzlLU6XmpqKzMxM0YvGExEVRimFjIwMpKamAkCZv6uhxGdcLF++vMDfs7Ky8Msvv4he+bWicXd31zuhQpO8/yS3AezTSnKf5DaAfVqxz3yS2wD2aSW1r2rVqrC1tUVycrLp0ooGg4FvZyaiCkEpZZpwrVKlCuzs7GBpadZ1P4pN81tFqlWrBnd3dyxevLjUoio7Dw8PvRMqNMn7T3IbwD6tJPdJbgPYpxX7zCe5DWCfVlL7DAYDHB0doZRCdna26awLnnlBRBWBwWCAhYUFLC0ty3zCIk+JH+XAgQNl0VEueFURIiIiIpLCYDCU6zf+REQVVaV6f4e/vz9CQ0P1znikyMhIvRMqNMn7T3IbwD6tJPdJbgPYpxX7zCe5DWCfVpL77t27p3fCQ7FPG8l9ktsA9mklvc9cJZ64sLCwQJUqVYr8k3c7mS8qKkrvhApN8v6T3AawTyvJfZLbAPZpxT7zSW4D2KeV5L7MzEy9Ex6KfdpI7pPcBrBPK+l95irxeWkTJ07E8ePH8e6778LJyQnXrl3Dp59+Cl9fX/Tv378sGomIiIiIiIiokirxxMVXX32F8+fPo3r16qaP9ejRA+7u7vjwww9LNY6IiIiIqKLIzMyEtbU1rw5CRFTKSjxxUaVKFZw/fx6tW7c2fezixYu8HCoRERERVUrW1taoVq0a4uPjUaVKFVhZWT3y8qYZGRlIT08vx8qSYZ82kvsktwHs00p6n7lKPHExZcoUdO3aFX379kX9+vWRkJCA77//HgsWLCiLPiIiIiIi0QwGA+rWrYusrCzcu3cPWVlZyMnJeejlTS9dugR3d/dyrCwZ9mkjuU9yG8A+raT3mavEExdjx45F586dERwcjISEBLRo0QJTpkzBU089VRZ9RERERETiGQwGWFlZwcrKqljbJyYmokuXLmVcZT72aSO5T3IbwD6tpPeZy6yLRrdt2xZt27Yt7Rb6n8dxhqw8Sd5/ktsA9mkluU9yG8A+rdhnPsltAPu0ktwnuQ1gn1aS+yS3AezTSnqfuQzqYeewFWHTpk3YvHkzEhMT8dNPP+HgwYNITU3F888/XxaNpc5gMDz01L2KICYmBm5ubkC/RYBtnaI3TDyHBgfnI8TWET2MU3HVxr7I7XBw/qPvL+0G8N1EREdHw9XVVdNzICIiIiIiosrD3J/FS7yi5r/+9S8sWLAAzzzzDMLCwgAA9vb2mDNnTokfvLwFBQXBaDTqnUFERERERERExVTiiYuVK1di3759mDBhgulKIi1btsS5c+dKPa60+fv7IzQ0VO+MR4qMjNQ7oUKTvP8ktwHs00pyn+Q2gH1asc98ktsA9mkluU9yG8A+rST3SW4D2KeV9D5zlXjiIisrCzVq1AAA0yWe0tLSTB8j7aKiovROeKS4uDjExMQ89M/Nmzd1aZO8/yS3AezTSnKf5DaAfVqxz3yS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PnOVeHHOvn37YvTo0ViyZAmA3OvETpkyBf369Sv1OBIo4w5gsEC3bt0euWnNWnaIib4ABweHcggjIiIiIiKix1GJJy6WLFmCESNGwNnZGQBQo0YN9OnTB+vXry/1OBIo6y6gcgDjVMDmIRMS6TeRGjofKSkpnLggIiIiIiIis5V44sLOzg47d+5EQkICYmNj4eLigvr165dFG0lm4/Dwq48QERERERERlYISr3Exbdo0nDhxAvXq1UOHDh04aUFEREREREREZabEExcrVqyAt7d3WbQQERERERERERVQ4okLBwcHpKenl0UL/Y+7u7veCRWa5P0nuQ1gn1aS+yS3AezTin3mk9wGsE8ryX2S2wD2aSW5T3IbwD6tpPeZy6CUUiX5hE2bNmH37t34+OOPUa9evbLqKlMGgwElfNrixMTEwM3NDei36OFrTSSeQ4OD8xFi64gexqm4amNf5HY4OL9Y91es7dJuAN9NRHR0NFxdXYv1nIiIiIiIiOjxZe7P4iVenPOtt97CnTt3sHHjRtja2sLS8q+7uHnzZokDiIiIiIiIiIiKUuK3imzfvh379u1DSEgIdu7ciW3btpn+UOmIjIzUO6FCk7z/JLcB7NNKcp/kNoB9WrHPfJLbAPZpJblPchvAPq0k90luA9inlfQ+c5V44sLX17fIP9IFBQXBaDTqnfFIUVFReidUaJL3n+Q2gH1aSe6T3AawTyv2mU9yG8A+rST3SW4D2KeV5D7JbQD7tJLeZ65iTVzMmDGj0P+vaPz9/REaGqp3BhEREREREREVU7EmLpYtW1bo/xMRERERERERlaViLc5pb2+PDRs2wNvbG9nZ2QgPDy90JdBWrVqVeiARERERERERVV7Fmrj49NNP8c9//hMxMTHIyclB69atH9jGYDAgOzu71AOJiIiIiIiIqPIq1ltFBgwYgPPnzyMzMxPVq1dHTk7OA384aUFEREREREREpa3EVxVp0aJFWXRQPu7u7nonVGiS95/kNoB9Wknuk9wGsE8r9plPchvAPq0k90luA9inleQ+yW0A+7SS3mcugypssYrHnMFgKHSNjookJiYGbm5uQL9FgG2dojdMPIcGB+cjxNYRPYxTcdXGvsjtcHB+se6vWNul3QC+m4jo6Gi4uroW6zkRERERERHR48vcn8VLfMYFEREREREREVF54cSFQJGRkXonVGiS95/kNoB9Wknuk9wGsE8r9plPchvAPq0k90luA9inleQ+yW0A+7SS3mcuTlwIFBUVpXdChSZ5/0luA9inleQ+yW0A+7Rin/kktwHs00pyn+Q2gH1aSe6T3AawTyvpfebixAURERERERERicWJCyIiIiIiIiISixMXRERERERERCQWJy6IiIiIiIiISKwKPXGRmZmJp59+GnZ2dti6daveOURERERERERUyiz1DtDC0tISW7duxZdffql3Sqlyd3fXO6FCk7z/JLcB7NNKcp/kNoB9WrHPfJLbAPZpJblPchvAPq0k90luA9inlfQ+c1XoMy4MBgOcnJz0zih1Hh4eeidUaJL3n+Q2gH1aSe6T3AawTyv2NQQafQAAIABJREFUmU9yG8A+rST3SW4D2KeV5D7JbQD7tJLeZy7dJy5WrFiB9u3bo2rVqhg4cGCB2zIzMzFu3Dg4ODjAwcEB48ePR1ZWlk6lRERERERERFTedJ+4aNCgAT788EO89tprD9w2d+5c/Pzzz4iIiEBERAR++uknBAYG6lBZviIjI/VOqNAk7z/JbQD7tJLcJ7kNYJ9W7DOf5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9cuk9cvPjiixg4cCDq1KnzwG1r1qzBhx9+CCcnJzg5OWH69OlYvXq1DpXlKyoqSu+ECk3y/pPcBrBPK8l9ktsA9mnFPvNJbgPYp5XkPsltAPu0ktwnuQ1gn1bS+8wldnHOpKQkxMXFoU2bNqaPtWnTBrGxsbh16xZq164NABg2bBiOHz+OGjVq4NixY1i4cKFeyVSIuLi4R25Tq1YtODg4lEMNERERERERVTRiJy5u374NALCzszN9LO//U1NTTRMXmzdvfuR9BQQEYPbs2QU+FhwcXOi27u7upgVNIiMji5yxKsvtitsnWsYdwGCBbt26PXJT2xq18P+++Aw1a9Z84Lay3H96HV9ux+302C4P+9jHvqKxj33lvV1kZKTo1w/2Pb59wcHBor9/Yd/j3WcOg1JKlco9aRQQEIDTp09j+/btAHLPuHBwcMAff/yBJk2aAAD++OMPNGvWDMnJyaaJC3MYDAYIedqFCg4OxgsvvPDQbWJiYuDm5gb0WwTYPvg2G5PEc2hwcD5CbB3RwzgVV23si9wOB+cX6/5KtJ1xKmDzkLMp0m8CofMRHR0NV1fXorcrgeLsP71IbgPYp5XkPsltAPu0Yp/5JLcB7NNKcp/kNoB9Wknuk9wGsE8r6X3m/iwu9owLe3t7ODs74/Tp06aJi9OnT8PFxUXTpAWVMxuHh09wEBERERERET2E7otzZmVl4e7du8jKykJOTg7u3r2LjIwMAMDf//53zJs3D/Hx8YiPj0dgYCDGjBlj9mMFBQXBaDSWUjkRERERERERlTXdz7iYO3dugfUnbGxs4Ovri9DQUMyYMQN//vknPD09AQB+fn6YNm2a2Y/l7+8Pf39/GAwGzd1lKf/7gankJO8/yW0A+7SS3Ce5DWCfVuwzn+Q2gH1aSe6T3AawTyvJfZLbAPZpJb3PXGLWuChP0te4KI4Ks8bFo7ZLuwF8N7FU17ggIiIiIiIiecz9WVz3t4oQERERERERERWlUk1cVJQ1LiIjI/VOqNAk7z/JbQD7tJLcJ7kNYJ9W7DOf5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9clWriwt/fH6GhoXpnPFJpXeu2spK8/yS3AezTSnKf5DaAfVqxz3yS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PnNVqokLIiIiIiIiIqpYdL+qCBEAxMXFPXKbWrVqwcHBoRxqiIiIiIiISIpKNXERFBSEoKAgvTMov4w7gMEC3bp1e+SmNWvZISb6AicviIiIiIiIKpFKNXHh7+8Pf39/GAwGvVMoT9ZdQOUAxqmAzUMmJNJvIjV0PlJSUjhxQUREREREVIlUqokLEszGAbCto3cFERERERERCcPFOQVyd3fXO6FCk7z/JLcB7NNKcp/kNoB9WrHPfJLbAPZpJblPchvAPq0k90luA9inlfQ+c/GMC4E8PDz0TqjQ6tati5iYmEdup8din9KPLfu0kdwnuQ1gn1bsM5/kNoB9Wknuk9wGsE8ryX2S2wD2aSW9z1yVauKCi3M+/m7evAlXtyZITUl+5LZc7JOIiIiIiEi+SvVWEX9/f4SGhuqd8UiRkZF6J1RYKSkpuZMWxqlAv0VF/zFORWpKMlJSUsq1T/qxZZ82kvsktwHs04p95pPcBrBPK8l9ktsA9mkluU9yG8A+raT3matSTVxUFFFRUXonVHx5i30W9edhVzApQ9KPLfu0kdwnuQ1gn1bsM5/kNoB9Wknuk9wGsE8ryX2S2wD2aSW9z1ycuCAiIiIiIiIisThxQURERERERERiceKCiIiIiIiIiMSqVBMXQUFBMBqNemcQERERERERUTFVqomLinJVESIiIiIiIiLKVakmLioKd3d3vROojEg/tuzTRnKf5DaAfVqxz3yS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PnNx4kIgDw8PvROojEg/tuzTRnKf5DaAfVqxz3yS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PnNx4oKIiIiIiIiIxOLEhUCRkZF6J1AZkX5s2aeN5D7JbQD7tGKf+SS3AezTSnKf5DaAfVpJ7pPcBrBPK+l95uLEhUBRUVF6J1AZkX5s2aeN5D7JbQD7tGKf+SS3AezTSnKf5DaAfVpJ7pPcBrBPK+l95qpUExe8HCoRERERERFRxVKpJi54OVQiIiIiIiKiiqVSTVwQERERERERUcXCiQsiIiIiIiIiEosTF0REREREREQkFicuBHJ3d9c7gcqI9GPLPm0k90luA9inFfvMJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe8zFycuBPLw8NA7gcqI9GPLPm0k90luA9inFfvMJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe8zFycuiIiIiIiIiEgsTlwIFBkZqXcClRHpx5Z92kjuk9wGsE8r9plPchvAPq0k90luA9inleQ+yW0A+7SS3meuSjVxERQUBKPRqHfGI0VFRemdQGVE+rFlnzaS+yS3AezTin3mk9wGsE8ryX2S2wD2aSW5T3IbwD6tpPeZq1JNXPj7+yM0NFTvDCIiIiIiIiIqpko1cUFEREREREREFQsnLoiIiIiIiIhILE5cEBEREREREZFYnLggIiIiIiIiIrE4cSGQu7u73glURqQfW/ZpI7lPchvAPq3YZz7JbQD7tJLcJ7kNYJ9WkvsktwHs00p6n7k4cSGQh4eH3glURqQfW/ZpI7lPchvAPq3YZz7JbQD7tJLcJ7kNYJ9WkvsktwHs00p6n7k4cUFEREREREREYnHiQqDIyEi9E6iMSD+27NNGcp/kNoB9WrHPfJLbAPZpJblPchvAPq0k90luA9inlfQ+c3HiQqCoqCi9E6iMSD+27NNGcp/kNoB9WrHPfJLbAPZpJblPchvAPq0k90luA9inlfQ+c1nqHUBUEnFxcZpuJyIiIiIiooqlUk1cBAUFISgoSO8MMkfGHcBggW7duuldQkREREREROWoUk1c+Pv7w9/fHwaDQe8UKqmsu4DKAYxTARuHore7eRE4+kX5dREREREREVGZqlQTF/QYsHEAbOsUffudm+XXQkRERERERGWOi3MSERERERERkVicuBDI3d1d7wQqI9KPLfu0kdwnuQ1gn1bsM5/kNoB9Wknuk9wGsE8ryX2S2wD2aSW9z1ycuBDIw8ND7wQqI9KPLfu0kdwnuQ1gn1bsM5/kNoB9Wknuk9wGsE8ryX2S2wD2aSW9z1ycuCAiIiIiIiIisThxIVBkZKTeCVRGpB9b9mkjuU9yG8A+rdhnPsltAPu0ktwnuQ1gn1aS+yS3AezTSnqfuThxIVBUVJTeCVRGpB9b9mkjuU9yG8A+rdhnPsltAPu0ktwnuQ1gn1aS+yS3AezTSnqfuThxQURERERERERiceKCiIiIiIiIiMTixAURERERERERicWJCyIiIiIiIiISixMXRERERERERCQWJy4Ecnd31zuByoj0Y8s+bST3SW4D2KcV+8wnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ7zMXJy4E8vDw0DuByoj0Y8s+bST3SW4D2KcV+8wnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ7zNXhZ+4WLlyJbp06QKj0YiLFy/qnUNEREREREREpahCT1zcvHkTq1atwqFDh7Bo0SJMmTJF76RSERkZqXcClRHpx5Z92kjuk9wGsE8r9plPchvAPq0k90luA9inleQ+yW0A+7SS3meuCj1xcfToURiNRlhaWqJDhw44d+6c3kmlIioqSu8EKiPSjy37tJHcJ7kNYJ9W7DOf5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9cuk9crFixAu3bt0fVqlUxcODAArdlZmZi3LhxcHBwgIODA8aPH4+srCzT7UlJSbC3tzf9PScnp9y6iYiIiIiIiKjs6T5x0aBBA3z44Yd47bXXHrht7ty5+PnnnxEREYGIiAj89NNPCAwMNN1ub2+P5ORk098tLHR/OkRERERERERUiiz1DnjxxRcBAKdPn0ZcXFyB29asWYNPPvkETk5OAIDp06fjgw8+wMyZMwEAnTp1wpw5c5CdnY3ffvsNzZo1K994qvDu/5q7X61ateDg4PDI+7l58yZSUlIeuV1qamqx24qjuI9b3OdBRNpIH5PS+4iIiIgKo/vERVGSkpIQFxeHNm3amD7Wpk0bxMbG4tatW6hduzYcHBwwatQodOvWDVZWVli9enWh9xUQEIDZs2cX+FhwcHCh27q7u5suIRMZGVnke4TKcrvi9pEGGXcAgwW6dev20M1q1rLDvr3fISEhodDb3d3dUbduXbi6NUFqSnKh2+RnU90WTZs2fej9FffrpSSPW5znoffXPbcr2+3ysK/s+urVq4feffoVe0zGRF/A9evX2WfG/ZXmdvmxj33lvV1kZKTo1w/2Pb59wcHBor9/Yd/j3WcOg1JKlco9aRQQEIDTp09j+/btAIDLly+jUaNGSExMRJ06dQAAiYmJqFu3Li5fvgxnZ2ezH8tgMEDI0y5UcHAwXnjhhYduExMTAzc3N6DfIsC2TtEbJp5Dg4PzEWLriB7GqbhqY1/kdjg4v1j391htZ5wK2BTxW8X0m0DofERHR8PV1bXIuzIdi4fdVwnur7jK4nGL87WnJ/aZT3Ib8Hj06fVvwePSpxfJbQD7tJLcJ7kNYJ9WkvsktwHs00p6n7k/i4s946JGjRoAgFu3bpkmLm7dugUAqFmzpm5d5SH/b6eojNk4PHyCQ6/70ulxpX/tsc98ktuAx6xPh38LHqu+cia5DWCfVpL7JLcB7NNKcp/kNoB9WknvM5fY1Szt7e3h7OyM06dPmz52+vRpuLi4oHbt2mbdZ1BQEIxGYykVlh2+FYT0Iv1rj33mk9wGsE8r9plPchvAPq0k90luA9inleQ+yW0A+7SS3mcu3ScusrKycPfuXWRlZSEnJwd3795FRkYGAODvf/875s2bh/j4eMTHxyMwMBBjxowx+7H8/f0RGhpaSuVEREREREREVNZ0n7iYO3cubGxsMG/ePOzcuRM2Njbo3bs3AGDGjBno3LkzPD094enpiS5dumDatGk6F5e9yMhIvROokpL+tcc+80luA9inFfvMJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe8zl+4TFwEBAVBKFfiTd1aElZUVPvvsMyQlJSEpKQkrVqyApaXYZTlKTWmtvEpUUtK/9thnPsltAPu0Yp/5JLcB7NNKcp/kNoB9Wknuk9wGsE8r6X3m0n3iojxVlDUuiIiIiIiIiChXpZq44BoXRERERERERBVLpZq4ICIiIiIiIqKKhRMXRERERERERCRWpZq44BoXRERERERERBWLQSml9I4obwaDQe8EIiIiIiIiokrHnCmISnXGRX73X4K1sD++vr66bFcWfcW5Tz37pO4/yW3sY5/0NvaxryR9ktvYxz7pbexjn/Q29rEvf585Ku3EBRERERERERHJx4mLh/D399dlu+JinzbFuT/JbWWxXXGxT5vSfFzJbSXZrrjYp43kPsltZfG47Cuf7YqL3xOYj33a8HsC87FPG+l9D1CV0KxZs/ROeKiy6CvN+6yM+6+0SG5Tin1aSe6T3KYU+7Rin/kktynFPq0k90luU4p9Wknuk9ymFPu0elz7KuXinERERERERERUMfCtIkREREREREQkFicuiIiIiIiIiEgsTlwQERERERERkVicuCAiIiIiIiIisSrdxMWtW7eQk5Ojd0ahbt++rXdChRYSEoLw8HC9M4p05coVpKen651BRERERERUoVSaiYvo6Gh069YNgwYNwrBhw3D9+nW9k0zOnz+Pfv36YeTIkXjllVfw559/lsadAhs3AsePa78v4a5cuQJfX1/4+fnh2LFjeuc84OLFi/D19cWgQYPQp08fHDlyRO+kB0idzAMA6Rc+KpXxWoauXbsmujEjI8P0/9KOdXR0NM6ePat3RpFiY2Nx4cIFcfsNyH1dW7RoETIzM/VOKdTp06cREBCAyMhIvVMKdf78eRw6dAg3btwAwLFREpLHBcCxoZXksSF5XAAcG1pJHhuSxwVQimOjNK7FKl1qaqp6+umn1dixY9XZs2eVj4+PeuGFF9TZs2f1TlP//ve/VYMGDdTUqVPVqVOnVJs2bdTQoUNVVlaWeXeYmanU228rZWenlJ+fUrVqKTVvnlLp6aUbLoi/v78aNWqU3hmFunbtmnrqqafUxIkT1Z07d9TAgQPV4MGDVUpKit5pSqncsfH222+rt99+W+3Zs0elpaUppZTKycnRuSy3bdKkSWr69Onqu+++U3fu3FFKyWjLs2rVKlW9enV16tQpvVMecPv2bTV8+HDl5eWl9u/fr7Kzs/VOKiA1NVW98cYbavjw4eqTTz5RSUlJSikZxzcjI0O9+uqr6oknnlBt27ZVfn5+6syZM0opJWI/3r59W/n5+Sk3NzfVtWtX5e/vryIjI5VSMvZfenq6GjJkiDIYDOqHH37QO6eA7OxsNWHCBFW9enU1Y8YMdenSJfNfb8vAvXv31IgRI5Sjo6Pq1q2b6tChgzp69KhSSsbXnuSxIX1cKMWxoYXksSF5XCjFsaGV5LEheVwoVfpjo1KccXHp0iVkZmZi0qRJ8PT0xMaNG1GtWjURs3oxMTGYNWsWAgMD0aZNG2zZsgX//e9/zT8j5F//As6dAy5eBL76Cvj3v4HFi4HH9G0o169fR3h4OPz9/QEAGzZswPr163Hp0iV9w/4nLCwMlpaWmDhxImxsbLBo0SIcPHgQWVlZeqchNjYWHTt2RHx8PAwGA6ZPn47x48cDAAwGg65t69atg5ubG+Lj45GcnIzZs2dj/vz5ItryO3fuHNLT07F8+XJkZ2frnWOSnp6OwYMHIy0tDQcOHECPHj1gYSHnn/uwsDC0bdsWd+/eRefOnbFx40ZMmDABgIzj+/333yM2NhaXL1/Gl19+CYPBgKFDhwKA7vsxNjYWgwYNQnp6OqKiojBz5kykp6fj448/BiBj/1WrVg1NmzZFs2bNMHnyZFFvgzx37hxOnjyJ48ePY86cOWjUqBGqVKmid5bJqlWrcO3aNVy/fh3r169H69atsWDBAgD6f+0BcsdGRRgXAMeGFpLHhtRxAXBslAbJY2PlypVixwVQ+mND/2dUDqpUqYKIiAgYDAYsWLAAGzZsQN++fZGUlIRdu3bp2vb2229j0KBBAHJPmba0tESHDh1w9+7d4t9J/tOBfH2Bt94C7O2BjAxg+HDA0REICyvlchnS09MRFxeHqlWr4sUXX8RHH32E9evXY8iQIQgNDdU7D3Xr1sWJEydw6tQpAEBkZCR8fHxw+vRpJCUl6dp2/Phx2NraYuvWrfj000/x+eefY9OmTfjmm2907bp06RIOHz6MTz/9FOvWrcPSpUvh5+eHkydPIjk5Wdc2IPf0u7xJikaNGmHVqlUICgrC3r17dS77y+nTpxEbG4vg4GDUqVMHJ06cwNWrV01rrOj91qDDhw+jUaNGCAoKwrvvvotJkyYhLi4OKSkpujXdvn3bdGrl8ePHkZaWBhsbG9SqVQvz5s1DTk4Opk2bBkCfUzDzvolTSqF3795YtWoVrKys0KtXL3h5ecHS0hKAPsc2/zeY2dnZSElJwaVLl/DTTz8hOjoaq1atKvem/PL3hYSE4PLly/D09ERwcDCGDh2KpUuX4vDhwwD0O7Z5xy08PNz0zVzjxo3RokULeHt7m7bVoy8pKck02X7ixAlRYyPvdVQphT59+mDlypVixkVeX95j5+TkiBsbSUlJptezAwcOiBsbSUlJpl8wnjlzRtTY+PXXX3HhwgXT/9+5c0fMuACAY8eOITY2FlWrVkWvXr1EvWYAufvs4sWLAICsrCykpqaKGhv5+/bv34+4uDgxY+PXX3/FH3/8ASD3NSNvEkXCuACAPXv2mN66f/LkyVIdG5Vi4sLDwwMtW7bEihUr0KVLF+zevRvdu3eHo6MjvvvuuwLvsS5vDRo0gKOjI3JycmBtbY3r16/DYDDA1dX10Z8cGwu89howcyawbVvux3r0AP43EQJra+Dy5dz/enqW2XPQU+PGjeHp6Ylx48ahWbNmCAsLw+7du+Hr64svv/xS9xnbNm3aYNGiRdi2bRtatmyJoUOHomXLlnjzzTfx3nvvlesParGxsQgJCTH9vXr16khPT0dMTAw2bNiAy5cvY9myZZgwYUK5nxESGxuL/fv3AwDs7OzQv39/9O/fH9nZ2bC0tISNjQ1SUlJgZ2dXrl35+/L2nVLK9CKxfft2+Pj4YOLEiZg0aZJuZ13cf2yrVq2K9PR0nDlzBoMHD8aLL76IESNG4KWXXgJQ/rPw+ftycnJgMBjw559/Ijo6GkDuOjUtW7aElZVVuXYBBdcY8vPzQ2JiIp588km4uLggJCQE8+fPx+eff44vvvgCS5YsQXJycrn+hiqv79VXX8XIkSNRrVo1+Pn5wd7e3vQNvYWFBa5du2b6//Juy1ufKTExERYWFqhVqxbu3LmD9PR0zJs3D/PmzQOQuzh2eZ7lmL/v5Zdfxo0bN+Di4oLmzZtj5syZmDFjBlq1aoUjR45gwIABSEpK0uXYjhgxAiNGjMD169fRunVrZGVlITg4GLGxsVizZg0uXLiAjz/+GJmZmeXe17t3b4wcORLDhw/H5cuX4ebmJmJs5LW9+uqrGD58OADglVdegYODg+n1S69xkb9v5MiRGDZsGC5fvgyDwSBqbOTvi4uLg7Ozs6ix0bt3b4wYMQKvvPIKYmNj0apVKzFjY8+ePejUqRMWLlwIAGjevDmcnJx0Hxf5+3x8fPDRRx+hXr16GDVqFOzt7UWMjby+Tp064aOPPgIAWFpaombNmkhPT9d9bBTW5+rqiieffBKzZs3SfWzkteWdMfPUU0/h7t272LFjh+7j4vz58+jRowdGjhyJW7duAcjddw0bNiy1sVEpJi4A4MMPP8Rnn32Ghg0b4pdffkHjxo1hNBqxf/9+Xb5Zvl/ePxwHDhyAp6fnow/kzJlAq1aArS1gMADTpwP/+c9ft+fNoF66BNSpA1Sv/tfHHjOTJk3C2bNnkZiYiJycHFhZWaF///44e/asiLeMvPfee3jrrbfg4eGBK1euYMGCBVi9ejUiIyPxyy+/lPnjK6Uwd+5cNGvWDOPGjcPly5cB5P4A2bhxY+zbtw9hYWFYvnw5hg4dCoPBgC+++MK0TXm1jR8/HrGxsahduzaee+452NramsZFzZo10bRp03JpKqpv3LhxiIuLg4WFhWmy09vbG2lpaViwYAFiY2OxfPlyfPHFFzh37pwufXnHNiUlBa1bt8ayZcvg5uaGmJgYzJ8/H8ePH8fcuXMBlM9+vL8vNjYWFhYWaNu2Lbp164a33noLQ4YMwcSJE3HhwgW0bdsWn3zyielzy9rKlSthNBrRtm1bzJw5ExEREZg2bRrq1auH27dvIzIyEu3atYOHhweMRiNatmyJxYsX69IXEBCAsLAwvPPOO6hfvz6UUqbfmIWHh+OFF14wfZ4e++7333/HuHHjkJ2djfj4eNy4cQN16tTBW2+9BTs7O7i5uWHQoEGIj48v87bC+s6ePYvJkyejWrVqyMrKwg8//IBVq1ZhxowZ2LRpE1q2bIn3338fQPmMjfx9s2bNQnh4OCZPnowhQ4bg7bffxpo1a/Dkk0+iT58+6N+/P9atW2d6S2R59C1cuBDdunVD69atsW7dOkRERGDu3Llo0KABUlJSdB0b+dvWr1+PsLAwTJkyBU5OTsjJyTFNLOsxLu7vW7duHc6ePYtJkyYB+GuxZD3HRmF9s2fPhq2tLTIzM3UfG/n7/vOf/yA8PBxz5szB8OHD8dZbb2Ht2rW6jg0g9zW2c+fOuHLlCvbv349WrVohLS1N99eM+/tiY2Oxbds21K1bV8TYuL/v2rVr2Pa/X7xeu3YNiYmJuo6N+/uuXLmCH3/8Ea6ursjOzsa+fft0HRv52+Li4rBv3z68/vrrGDduHFavXq37a4aXlxfatGmDGzduoFevXgByz0wuzbFRaSYu+vTpg+effx6DBw82zTi2bdsWtWrVEnGFkbzf1J4+fRp9+/YFAHzxxRd4//33cefOnYIbh4UBKSnAoUPA0qXA228DVasC+S+1mfdFevQo4OQE1K4NWFgAJ08C/5sFe1x0794dQ4YMwS+//GJ6K4Gvr6+oFXUPHjyIX3/9FQ4ODgCArl274u7du+VyBsHp06cRHR2NgIAAtGrVyvSDYc+ePWFlZYU//vgDvXr1woEDB1C7dm2MGzcO27dvB1D2M/H3ty1fvhxA7nsu8x+/vXv3olGjRuXS9LC+pUuXAgCsra0BAD///DMsLS1hMBjwt7/9Df/85z8RHBwMFxcXXfryjm2XLl1gZWWFdevWoWXLljAYDOjYsSOWLFmC5cuXIycnp1z2Y1H7r2PHjvj0008xePBgJCUlmd62N2PGDEyePLncfktw/xpDW7duxbp16+Dj4wM3NzccO3YMHTt2hL+/P3JycuDr64tr167p2vftt9+a1qXJGyOJiYl46qmnTJ9XHpddLmx9pm+//RbXr19H/fr14eLigri4OKxevRpxcXGIi4vDlClTym1sFLbv1q9fj/bt26NNmzY4duwYzp8/b9r+9ddfx9GjR3H79u1yGRv393377bdYv349MjIy8OKLL6JDhw6YMmUKPv74YwwfPhyLFy/Gzp2k60ktAAATKUlEQVQ7kZycXC591atXx65du7Bo0SI4ODigVatW+O2339CrVy80adIEx48fR/v27XUZG4W15Z2yb2FhYXp8PcZFYX3e3t64cOECDAYDnJyc0KhRI8TGxuo2NgrrCw8PR48ePdC2bVv8+uuviIqKMm1f3mOjsOMbFhYGe3t7DBkyBB07dsTkyZN1GRt5/+beuXMHjo6O8PLywqpVq9CiRQs0a9YMv/zyi66vGYX1bdq0CampqbCwsDD9/KPX2Li/r2XLlti0aRNu3boFJycnNGjQQNfXjcL23+rVq9G8eXO0b98eR48e1e114/42b29vrF69Grdu3cKQIUPw1FNPYerUqbq9ZkRFRaFnz56mM0F2796NiIgIdOvWDW5ubjhx4kSpvGZUmokLa2trrF69GqmpqXjuueewaNEivPjii/Dx8YGjo6PeeahSpQqysrJMazZ069YN8+fPx7PPPovq1avnTjbknYbepAkwa1buGRc//wx06gRERABVqgD/O/UaeYvG/P478I9/AGfPAm5uwLRpf93PY6JatWpYsWKFaUHCwMBAtGvXDu7u7qYfdvXWr18/3Lx5E9OnT8f27dvRoUMHNGzYEE2aNCnzx27RogXGjx+P8ePHw2g04siRI/j5559RtWpV+Pn54ddff0VERITpt7dZWVlwdnaGUqrMZ2nvbzt8+LDpLJS8txSkp6fj8OHDGD16NADghx9+wH/yn12kU196ejo6deqE3bt3o3HjxggPD4erqytatmwJGxsbXfryjq21tTXGjBmDJk2a4OTJk6bt69evD29vb9PlsvToy9t/mZmZuHDhAurXrw9bW1sAuW+t8vLyKrczpe5fY8jKygqtW7eGwWDA2LFjcf36daxduxYJCQmoUqUKrl27Bg8Pj3I7S+9RayBZWFggISEBaWlpaN26NQ4cOICmTZuaJoj0aMvMzMSlS5cQFhYGHx8fBAYG4tdff8Xf/vY3BAQE4N69e2XeVlhf3rEFgNGjR8NoNGLHjh2mX1zknZpeo0YN3fo6dOiAe/fuITk52bQuUt4vNU6dOoXBgwejZs2a5dL3xhtvoH379jh79iy8vLywf/9+dOnSBaGhoXjuuedw8+ZNrFu3TpexcX/bjz/+CKPRiG3btpn+7YiPj8ft27fLfVw8rC84OBiHDh3C2bNn0aVLF8ybN0+XsVHUsQ0JCUHPnj3Rq1cv7Nq1CwkJCQDKf2wU1te9e3ds27YNv/32G8LDw2EwGHQZG3k/YKWnp+OVV16B0WjEtWvXsGfPHixbtgxJSUlYu3Yt4uPjdXnNuL/P19cXf/75J/773/8CAKysrHQdG0X17dixAwDw+++/w8fHR7exUdTx3b17Nz766CP07NkTO3bs0GVsFLXv8n7RGBERAaWUaXKqvF8zpkyZgrt372LMmDHw9PTElClTMGzYMAwdOhSdOnUqvdeMEl+HpII7c+aM+vzzz9WAAQPU4sWL9c4p4LffflMGg0HVr19fLVy4MPeDN28q1b+/Uj4+Sg0YoNT/Ll9ksnRp7uVOExKU2rtXqSefVOr773Nvu3ZNqbZtlWrYMPfyqEuWlO8TKme//fabWrJkierfv79aIvC5bt26VY0cOVL5+Pjo9rUXGRmp/P391UsvvWT62MyZM1W3bt3UBx98oC5evKi6dOmiAgICdGt7+eWXTR/LyclRV69eVX5+fioyMlI9++yz6oknnlDr168X0de5c2dVo0YNtXz5cqWUUseOHVPOzs4qMTFRt777j227du3U+++/ry5cuKB69uypxowZU+5t+fvy7793331XDRs2TO3Zs0clJyernj17Kj8/P5WRkVGubXmX5Dp69Kjy8fExXeZs9+7dytfXV7Vt21b5+vqqhg0bqiNHjpRr2/19nTt3LnD5uv/85z+qVatWasCAAapOnTrqiy++0LUtb99Nnz5drVy50rTdlStX1Ndff12ubff35T+2O3bsUD4+PqpVq1aqe/fuqkGDBmrfvn269nXu3Nn093/961/Kx8dH+fv7qwEDBqgGDRqoPXv2lHvfkSNH1LZt25RSSiUlJakBAwaoDz74QC1fvlz16dNHtWnTRrexcX/bwIED1euvv65iY2PV5s2blbe3t27jorC+AQMGqOnTp6vhw4err776yrSdXmOjqGO7ZMkSZTQalbe3t65jo7C+SZMmKX9/f2U0GtWoUaPKfWzk/ds7Y8YMNW3aNKWUUvPnz1dGo1H17t1bvfPOO6pv3766vWYU1rdgwQLVvXt31alTJxUSEqK2bNmi22tGUX1Go1H1799ftW/fXtex8ajjO3bsWNW9e3ddXjcetu/69OmjunbtqoxGo/r73/+u22tGYGCg8vDwUGvXrlVKKXX+/HnVt29fNW3aNLV27VrVo0cPzWOj0k1c5JFy3eL8MjIy1OLFi1V6enruB7KzlRo0SKnBg3MnLJ5/Xqnu3ZX69tui72TcOKXatcv9/9u3lXJyUuqdd5Qq5x8E9CTx2ObJzs7W/drPmzdvVl27dlXr1q1TSuV+3W3btk11795dNWvWTL3xxhu6t+V/4dq7d68yGAzKxsZGjRs3Trc2pf7qy/tHOf8EhYTrZd9/bNPT09XXX3+tnn76adWsWTM1duxYUX0XLlxQr7/+uurYsaNycXFRb7/9tq59CxYsUKNHjy7wsT///FN9++23atmyZTpV/aWwvnnz5qlq1aqpf/7znzpV5SqsLc/du3fLueZBhfUlJCSojRs3qqVLl+pU9Zf7+9LS0tT+/fvV9OnT1Zw5c3Qsy5X379vOnTtV06ZN1alTp9Sff/6ptmzZYpq41btt9+7dqnHjxur06dNq3rx5ytraWvdxodRffcHBwcrd3V2dPHnSdNu9e/f0yjLJf2ybNWumTp48qRISEtRXX30l4t+9vL4dO3aoli1bqkOHDqn9+/erqVOn6jY2PvzwQxUSEqKUUmrAgAHKYDCodv/73vvGjRu6j4v7+ywtLZW3t7dSSqm5c+fqPjYK238dOnQosI2eY+Nhxzc+Pl7XsVFYW+fOnZVSSv3444+6jot79+6pY8eOKaX+GrfffPONatGihbp9+3apvGZU2okL8XJylLpyRamuXZX6v//L/VhSklL+/kq99JJSYWG5H8vKyp3gyMzM/fv77+eemZGWlvv3W7fKv51EypvQuXLlinr//fdV//79lVK536xcvHhRKaVUcnKyiLYBAwYopZTat2+fmjx5snr//fdVbGysLm2F9eXtux07dqhz584V2EZS365du9TFixdVVlaWbsf2YX179+5VZ8+eVVevXlUJCQm69eVNJr700ktq8+bNSimlPvvsM/Xuu++qpKQk3bryFNa3YsUKFRAQoHbs2KHi4+NFtX3++efqvffe07Urz8OOrZ5jIk9Rx3bChAnqzp07eqYVkPm/7zEiIiLUk08+qc6ePatz0V/yt7m5uamrV6+qU6dOqWvXrulclit/X5MmTdTvv/+uc1FBko+tUg8e37z9p+dr7tSpU1XDhg1VnTp11NNPP62mTZumunXrpn755RfdmvIrrK9r167q999/V2FhYbqPjcL6nnnmGV3OaCyM5ONb1LHN23d6//I27/Hzzpw9fPiwateuXal9P2BZNu90Ic0MBsDGJnftipwcYMOG3IU1+/UDtm4Ftm8HvL1z17LIyQEsLXPXsfjxR2DMmNyriABArVr6Pg8SI28xvwYNGmDkyJEYMWIELC0t8eSTT2Lnzp0AgNq1a4tps7CwgLe3NzZs2AAvLy9duh7WZ2lpiaZNmyI4ONi0jbS+J598Ert27UKVKlV0O7ZF9VWpUgVNmjTBrl274OTkpFsbUPgaQ5cuXcKaNWt0uwTvo/piYmIQFBSEnj17imvL23f16tXTta2ovryFEfUcE8XpK6+1ch4lLS0NFhYW+O233zB69Gh07969eJdsLweFtdnb2+v+b0qe+/uMRiMaN26sd5aJ5GMLPNjXo0cP09pler7mdujQAUeOHMF7772H/v37my7tnbcAu94K68u7qoiHh4feeUXuP3t7e53Lckk+vkW15X2voue4yHv8jIwMWFtb49SpUxg7diye+//t3V9IlfcDx/HPoT+6paaEG5WtvAiHLs3aQsrFQW9qba2grC4W7GqFBGnoJAKL4ggrwYuBXnihjaQN2prQEiGRUcQRxA7YtG2c1WYNGv5peiI56fd38fzU2dYanUefb/Z+gehzzuP3+dwpn/P9s22be/8PuFJ/wH0T086Lioz58ENjwmFjMjKM+flnYz791Jg9e4z57Tdj/vjDmLo6Y3btMmbxYmOqqrzNDetFIhGzceNGk5iYaOrq6ryOM43N2YwhX6xszvePewxZxOZ8NmczhnyxGBsbM21tbcbv95ulS5ea06dPex1pks3ZjCFfrGzO9+Q+TF5/yv0k8sXG5nw2Z5vQ3d1tNm/ebFJSUsyZM2dcHZviwnbBoDGJicZ8//3Ua9euGfP668b09zvXX3xhTCBgzJ9/epMRL5Rr166Z0tJSq6YhT7A5mzHki5XN+f62x5BlbM5nczZjyBer4eFhc+HCBSv2KnmSzdmMIV+sbM/n9Z5lz0K+2Nicz/Zs586dm5G/aT5j/n8wLGbX4KC0eLH0rLN1o1GpokJqapJ+/FFKTHSORs3Pl778UsrMdJaKzMIZvZgbjDGeTyV7GpuzSeSLle35AAAAYCeKi9n2009ScbEUF+d81dRIaWnP/r133nHuf/99qblZSk2VvvrKeQ0AAAAAgDmKj+ln02efSe++K+XkSI2NzmaaZWXOjInx8an7xsac78ZMvX7xovTxx1Jnp1RYKH37LaUFAAAAAGDOY8bFbPr8cykvT3r7bed6zx7pl1+kjo5//72/LgUZG3NOEgEAAAAA4CXAjIvZ9MknTmnxww/SW285R5f6/dI330i//jp138CAtG+fVFfnXP+1W6K0AAAAAAC8RJhx4YVgUPr9d2nHDmloyFkC8tprziac6elOibFrlzQy4pQcAAAAAAC8pCguvDSxBOS775wNO7/+WsrNdd7r7ZXefNPbfAAAAAAAeIylIl6a2Hhz1SpnCcirr069R2kBAAAAAADFhWciESkadU4J2bfP2evijTe8TgUAAAAAgFUoLrwwPu6cJPLee9IHH0gffSTV10uvvOJ1MgAAAAAArMIeF14ZGZFaW6Vt26S4OK/TAAAAAABgJYoLAAAAAABgLZaKAAAAAAAAa1FcAAAAAAAAa1FcAAAAAAAAa1FcAAAAAAAAa1FcAAAAAAAAa1FcAAAAAAAAa1FcAAAAAAAAa1FcAAAAAAAAa1FcAAAAAAAAa1FcAACAF8rt27fl8/mUkJCgyspK18Zdv3694uPjtXbtWtfGBAAAsaO4AAAArlq3bp0uXrw448/p6+vTiRMnXBuvs7NTdXV1ro0HAADcQXEBAABcE41GdfPmTWVnZ3sdBQAAzBEUFwAAwBV3795VUlKSotGosrOzlZCQoFAoNGvP9/v9qqmpmbzesWOHjh8/Pnk9MDCg7du3Kzk5WUuWLFFBQYHGx8dnLR8AAHg+870OAAAA5obly5ervr5etbW1unr1qtdx/qa6ulqRSET37t3TvHnz1NbWJp/P53UsAADwDMy4AAAArunq6lJubu7k9alTp3Tp0qWn3h8MBtXd3T0b0eTz+TQ0NKRwOKy4uDht3bqV4gIAgBcAxQUAAHBNV1fXtFM5QqGQcnJynnp/U1OTHj58OBvRVF5eLr/fr927dys1NVWHDx9mqQgAAC8AigsAAOCaUCg0bcZFX1+f0tLSJElVVVUqLCzU6tWr1dDQoJaWFjU0NKi8vFyBQMCV54+Ojk7+/ODBg2nvJSUlqbq6Wj09PWpvb1djY6NaWlpceS4AAJg5FBcAAMAV0WhUg4ODk9cjIyNKSEiYvD506JCuXLmirq4unT17Vlu2bFFWVpba29t19OhRVzI0NzcrEonoxo0bun79uoaHhxWNRiVJly9f1q1bt2SM0fz58zU+Pq6kpCRXngsAAGYOm3MCAABXLFiwQCUlJSooKNDjx4/V2tqqNWvWSHJO9CgrK1M4HNbo6KjS09PV19enFStWuJph2bJlysjIUHJysgKBgE6ePKmdO3cqPz9f4XBYxcXFun//vlJSUlRRUaH8/HxXnw8AANznM8YYr0MAAIC5p7a2VosWLdL+/ftVWlqqvLw8FRUVKRAIaOHChcrKylIwGJx2ZOl/cefOHWVkZCg+Pl4lJSWqrKyU5ByHeuDAAe3du/e58m7YsEE9PT3KzMxUMBh8rjEAAID7mHEBAABmRCgU0sGDByVJmzZt0rFjx9Tc3Kz+/n4dOXJEq1atUllZmXp7e3X+/Pn/PO7KlSv16NEj1/N2dHS4PiYAAIgdMy4AAMCcEOuMCwAAYCeKCwAAAAAAYC1OFQEAAAAAANaiuAAAAAAAANaiuAAAAAAAANaiuAAAAAAAANaiuAAAAAAAANaiuAAAAAAAANaiuAAAAAAAANaiuAAAAAAAANaiuAAAAAAAANaiuAAAAAAAANb6HyfKg1RZs7g6AAAAAElFTkSuQmCC\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3X18zfX/+PHH2ezKjl0xbG25GIaS5aovieHD11UIy2VMUSk+KSqXGZnUlIroW7G5SCtFqE8lufhEF1+SEmYNM1PMPrOx64vz/v3ht/fXsauzc7adF3vebze3OOf9fp/H+31O6rz2fr/eBk3TNIQQQgghhBBCCCEU5GDvACGEEEIIIYQQQoiyyMCFEEIIIYQQQgghlCUDF0IIIYQQQgghhFCWDFwIIYQQQgghhBBCWTJwIYQQQgghhBBCCGXJwIUQQgghhBBCCCGUJQMXQgghhBBCCCGEUJYMXAghhBBCCCGEEEJZMnAhhBBCCCGEEEIIZcnAhRBCCCGEEEIIIZR1yw9cuLu7ExoaSmhoKF9//bW9c4QQQgghhBBCCFGFDJqmafaOsMXdd9/NH3/8Ye8MIYQQQgghhBBCVINbfuDC09OT9u3bExgYyNtvv039+vUrXMdgMNRAmRBCCCGEEEIIIW5kzRCE3S8VWbVqFZ06dcLFxYVhw4aZPVdQUMC0adPw8fHBx8eH6dOnU1hYaLbMmTNn+Pe//02fPn2YN2+exa+raZqyv06ePGnZssnJ5DZtipacrGaf6sdP2qSvFvWp3CZ90idt0ner9+Xm5pKYmEhRUZFFy2dnZ3P27FmLl7fHL5XbpO/2bZO+W68vPz+fxMRE8vLyLFreWnYfuPD392f+/PlMmTKlxHNLlizhwIEDHD9+nOPHj/P999+zdOlSs2WKz7AYPXo0v/76a400V7dTp05ZvGxBfn41lpSuMn32oHKfym0gfbZSuU/lNpA+W0mf9VRuA+mzlcp9BoMBBwe7/6+4EELYxNHRsUZex+5/Ww4fPpxhw4bRoEGDEs+tW7eO+fPn4+fnh5+fH/PmzWPt2rX681lZWRQVFQGwf/9+WrZsWWPdQgghhBBCCCGEqH517B1QlitXrpCcnExISIj+WEhICElJSWRkZODp6UlcXByTJ0/Gw8MDFxcXPvjgg1K3FRERwaJFi8we2759e6nLBgcH07p1awDi4uLKHKmvzuUs7UtISKAx8M0335B709weKvSpfvzs1SfLyXL2WK6Y9Emf9JVN+qTP2uVcXFwICgoiKysLg8GAk5MTLi4uAOTl5VFQUGC2nfz/f8asyWTSz7owmUzl9ttjOem7ffuKH5c+6bN1OZPJhKZdvwQuPz+/wr//rKYpYuHChdrQoUP1PyclJWmAdvnyZf2xlJQUDdDOnz9v02sptNul+vzzzy1bMDlZu+bvr2nJydUbdBOL++xE5T6V2zRN+mylcp/KbZomfbaSPuup3KZp0mermurLzc3VEhMTtaKiIouWz87O1hITE6u5yjaW7ou9SJ/1VG7TNOmzVU33FRUVaYmJiVpeXp5Fy1v7Xdzul4qUxWg0ApCRkaE/Vvz7evXqWbXNmJgYQkNDbW4TQgghhBBCCCFEzVB24MLb25uAgACOHj2qP3b06FECAwPx9PS0apvh4eHs27evigqFEEIIIYQQQlSniIgIBg0aRP/+/bnvvvvYsmULly5dokePHvTq1YvRo0dTWFjIoUOH9Bs+hIeHc/jwYTuXi6pk94GLwsJCcnNzKSwsxGQykZubq1/3N2nSJCIjI7l48SIXL15k6dKlTJ482c7F1e/G64Er4uTsXI0lpatMnz2o3KdyG0ifrVTuU7kNpM9W0mc9ldtA+mylep8oKSIigvDwcLu8dmhoKK6urhiNRoxGo1lHcnIyoaGh1K1bl44dO3L8+HG7NJbG2rbt27fTrVs3XFxcShzzvn374uvri7e3N3369NHnc4mPj6dDhw40a9aMnTt3Wt2ckpLCXXfdpX/vKxYREcGkSZNKLP/aa69hMBjYu3cv+/btw9PTk127drF37168vLz48ccf6dy5M35+fsyYMYMmTZrQqVMnq/uKlXUcAA4fPkznzp3x8PCgXbt27N27F4Dvv/9e/wwV/zIYDPzyyy8AHDhwgHvvvRej0UjHjh3NflBfkZycHJ544gl8fHzw8vJi+vTpABQUFPDII4/QuHFj6tevz6BBg0hKSrJ5/wG6deumxOfd7gMXS5Yswc3NjcjISHbu3Imbmxv9+vUDYMGCBXTt2pU2bdrQpk0bunXrxty5c61+rVvlUpEbJ5msiIsdBi4q02cPKvep3AbSZyuV+1RuA+mzlfRZT+U2kD5bqdxnMBjsnVAu1W/VWl197777LpmZmWRmZhITE6M//vjjj9O2bVv+85//MGLECMaMGWOXvtJY2+bp6cmsWbN4/PHHSyzz6quvcuHCBdLS0hg1ahTjx48Hrg8srFy5kp9//pmXX37Z6uZly5bx2GOP4VzKd5nS/t1wd3enUaNG1K1bl+zsbNLT0xk7diy9evXi66+/5urVqwBMnTqVNWvWMHXqVKvbblTacSg+fhMnTmTEiBGkp6fz4osv8vDDD2MymXjggQf0z1BmZibbtm2jadOmdOjQgdzcXMLCwpg5cybp6ekMHz6csLAwrk/9ULFnn32W+Ph4jh8/TmpqKk888QQARUVFBAcHc+TIES5fvkzr1q2rbADwueeeY+HChVWyLZtYNTPGLe622e3kZE1r1arGJ+cUQgghhBD/x5rJOc+dO1fNVbeWH374QXN3d9ecnJy0OnXqaO7u7pq7u7uWnp5eJdt/6623tOeee077888/y1ymZ8+eWnR0dInHMzIyNEdHR/0GAbm5uZq7u7t2/PhxTdM0rUmTJtrevXv15QHt7Nmz+p/j4+O17t27a/Xq1dP8/Py0qKioEq+RnJysBQcHa1u3bq3UflXUZomFCxdqEydOLPW5wsJCbfXq1Zq7u7umaZo2evRo7YcfftAuXbqkde7cWV/uxhsqVCQ3N1erX7++9vfff+uPlff+L1y4UDt79qzeOHHiRG358uXa6tWrNU3TtHHjxmk7d+7Ufx8dHa2NGzeuxOtae4xLOw6apmlGo1E7efKkpmnX/50GtJSUlBLrjhkzRluwYIGmaZp29OhRzdvb2+xYODg4aL/99luFDdnZ2Zqrq6t24sSJCpc9duyYVq9ePf3P5X1GK/p85uTkaN7e3trFixdLfa1aPzlnbRYXF2fRcleuXCErO5vz58+TmJhY5q+0tDS79NmLyn0qt4H02UrlPpXbQPpsJX3WU7kNpM9WKvdpFv6E1V4qui1iVevatSuZmZnMnTuXcePG6T+tLmtuu8r2DRs2DEdHR7p3707//v3ZuXNnqdt4/vnnadCgAf369dMvC0hISMDd3Z26desSGhpKdnY2zZs3L/c2vDdue+HChdx7772kp6dz/PhxunbtWmL5goICTp06ZXZjAkvY2laewYMH4+rqylNPPcWTTz6p78tTTz1F586dWbBgAd999x1jx47l448/trj5p59+wtfXl8aNG+uP3fj+jx07tsL3v0+fPqxZs4YHH3yQ9PR0AD766CNatGhBeHg4QUFBxMbGmq1j7TG++TgUH79p06axbds2ioqK+PTTT+ncuTO+vr5m62ZkZPD555/zyCOPACXPJtE0DU3TSEhIqLAjPj6eOnXq8Omnn9KwYUPuuusuduzYUWI5k8nEoUOHaN++vUX7V9Hn09XVlY4dO/Ltt99atL3qUseur17DYmJizE75UtWpU6cqPLUxLS2Nrl3vZ0fmVXp37cpf5Sxbz8OLxLOn8fHxqbE+e1K5T+U2kD5bqdynchtIn62kz3oqt4H02Ur1PmGZAwcOMGvWLAICAvj000/LXTYxMZH4+Hj90vNid955J6+99hqRkZF8/vnnvP322zzzzDMsXbqU0aNHAxAVFUXbtm3RNI2FCxcydOhQ/vjjD7KysqhXrx5ZWVkcP36crKwsPDw8yMzMtHgfUlJSuHTpEn5+ftx///0lnm/atKlVg1lV0VaWL774gpycHDZs2EDLli2B65df/fLLL2zdupUNGzbQo0cPPvjgA+rWrWvxdo8dO0arVq0sXj4iIgJA/x5X/M/ff/+9zHUWLVpU4jFrj3FpxwFg4MCBTJw4kQULFuDp6cmXX35ZYt2PPvqIkJAQfb3g4GBcXFzYuHEjo0aN4tVXX8XR0ZHs7OwKO65evUpubi7JyckkJSVx8OBBhg0bRkJCAo0aNdKXu3TpEi+99BIbN260eB8r+ny2adOm3ONdE2rVGRe3011Frl69SmbmVXDzgV7zYUBU6b9C53Dtarp+3ZcQQgghhBC3ku7du5f46XlZEhMT2bVrV5nPOzk50b59e+69916ysrK4cOGC/lznzp1xd3fHaDQSFRVFcnIy8fHxuLu7k5mZSWBgIJcvXyYgIIBr165hNBotaoqKisLFxYUOHToQHBzM1q1bLVrPEra2VcTNzY0pU6Ywbtw40tLSOHToEGFhYeTm5rJixQo+/vhjWrduzRdffGHxNjMyMqhXr16V9NWUm49Deno6gwcP5o033iAvL4/t27czdOhQ/vrL/MfJ0dHRTJgwQf+zi4sLW7Zs4c0338Tf35+LFy/SqlUrPDw8KmyoW7cuhYWFzJo1C1dXV/r06UOLFi343//9X32Z7Oxshg0bxqxZsyye29GSz2e9evX0M1vspVYNXNyWHByhrg+4Nyj9l1vVnGUhhBBCCCFEdbN0UsvSbof58ccfM2PGDD7++GNCQ0M5duyYvnxubi6bNm2iZ8+e9OvXDy8vL44dO8bMmTNL3b7BYNBbWrRoQWZmpj7IkZ+fz+nTp83uWpOXlwfAtWvXSmzrjjvuYP369fz111/MnDlTn1CxKljSVhUyMzM5c+YM7dq147PPPmP8+PGsXr2aadOm8csvv7BkyRKLt+Xl5VXqcYLS3/8DBw7wX//1X4wcObLCbVc0cGWr4uMQHx+Pi4uL2SVId955JwcPHtSXPXHiBL/99hujRo0y20b37t355ZdfSE1NZenSpZw9e5Z77rmnwtdu3rw5BoOh1MtN4PrdOsPCwrj//vt55plnSqxf1mfUks/ntWvX8PLyqrCxOtWqgYtb5a4iQgghhBBC1EaNGzfm5MmTFBUVlbtcabfDHDVqFG+++SajRo1i3759tGvXTl/+tddeY8OGDTz33HOcPn2auXPn0rBhQ/359PR0vv76a/Ly8sjLy2PRokX4+fnpPw3v168fr7zyCrm5ubzxxhs0b96ctm3b6utv2bKFwsJC3n//feD6XHTFtm3bxl9//YXBYMDR0bHUsyEuXLhAixYtKn02hiVtZW27qKiI3NxcCgsL9d8XFRVx8uRJPvnkE7KyssjLy2Px4sU4OTnRunVrXF1dzdZ3cnKiTp06FBYWWtzcrl27MufgaNy4MXFxcWbvf1WdcVPZY1zecWjZsiXZ2dns3LkTTdM4fPgwJ0+eNLs0LTo6msGDB+Pt7W223bi4OPLy8khPT2f69On07NmTpk2bVtjp7e1Nz549eeONNygoKGD//v0kJCTQpUsXACZPnoyXlxdRUVGl7k9Zn1FLPp8nT560aHClOtWqgYvb6VIRIYQQQgghbjcPP/ww7u7u3HHHHQQEBJR5uXNZt8Msy+zZs9m1axdDhw7F0dGxxPMFBQXMnj2b+vXr07hxY3766Sd27NhBnTrXpwT8n//5H44dO4a3tzeffPIJH330kdn6eXl5NG7cmAMHDjBx4kSzn1ofPnyYjh07YjQaWblyJevXry/19U+fPm3V5d0VtZW17Y0bN+Lm5kZkZCSbNm3Czc2NjRs34uDgwFtvvUVAQAC+vr7s2rWLnTt3lvhCO336dCIjI2ndujUvvviixb333Xcfqamp/P333yWes/T9r+wZN+Udh7KUdxyKj/XcuXPx8PBg9OjRvPXWW/pgWVFREZs2bTK7TKTYtm3baNy4MYGBgeTl5ZWYi6K8znXr1nH8+HG8vLx4/PHH2bhxI40bN+bcuXOsX7+ebdu24enpidFoxGg0kpSUpK9782d0ypQpQMWfz9zcXH755Rf69u1r0XGrLrVqck4hhBBCCCGEury8vNizZ0+Jx+vWrct//vMf/c+bN2+mb9++TJ06lfHjx+unyzs7O1NQUFBifWdn53Jf19fXl6NHj5b5fGBgIPv37y/z+Xnz5pl9Ab3xzh2RkZFERkaW+/rWThxpSVtZ2w4PDyc8PLzUdW685KEsAQEBHDlyxOLOYi4uLkycOJGPPvqI5557zuw5Ly8vdu/eXeElQ8Vn3Li6uvLkk0/qZ9w0atSIL774guXLl5dYp7LHODg4uNTjUPzeDhw4kIEDB5a6rqOjY6kDMwBz5sxhzpw5Zb5ueZ3NmjUr9b1u0qSJvo7JZCr1+N38GS1W0edz586d9O7d22wCUHuoVWdc3Cqq+pq0qiZ91lO5DaTPVir3qdwG0mcr6bOeym0gfbZSvU9YrmHDhjRs2JAePXrwyy+/0Lt37xK3w4TrlyEcPXqU8ePHEx8fb8diUZ4XX3yRtWvXkp+fb9X6lT3jRljvjTfe0O/sYk+16oyLW+V2qA0bNiQxMbHcZZKTk2smphSq31ZM5T6V20D6bKVyn8ptIH22kj7rqdwG0mcrlftunmBPNZZOklmTPv74Y7M/l3Z7xnr16pV79kFNUfH4FVOhrWHDhhw/frzU50rru/mMmw8//LBSZ9xUJRWOX3mquu/HH3+s0u1Zq1YNXBSfDqXyfyjS0tJo2iyIa1crvt2Mfw30CCGEEEIIIcpW0Q8che1uPONmxYoV9OnThwkTJvCvf/3L7LKKdu3aMWfOHMaPH89LL71Eq1at7FitjtvhM1qrBi5uBVevXr0+aBE6p/xbmaadgZ/X1FzYDeLi4pT+CYbKfSq3gfTZSuU+ldtA+mwlfdZTuQ2kz1Yq91k7n0FNKes6eVVIn/VUboOy+1Q54+ZWPX63uttvj24Xbj7g3qDsX672u49uWbcvUoXKfSq3gfTZSuU+ldtA+mwlfdZTuQ2kz1aq9wkhhLCMDFwIIYQQQgghhBCi0mrq7LFadanIrTI5pxBCCCGEuH05OjqiaRqXL1/GxcUFJycn/dRuVeZiU/10c+mznsptIH22qu4+TdP0XwUFBeTk5GAwGHB0dKy214RaNnBxK0zOKYQQQgghbm/Ozs54eHhgMpm4du0ahYWF9k4qQdM0pf+fWfqsp3IbSJ+tarLPyckJZ2dnGjVqJAMXQgghhBBC3G6cnZ0xGo3A/51qrdKEnZmZmXqfiqTPeiq3gfTZqib6igdGanIARwYuhBBCCCGEsCN7fAmoiIODg9Knw0uf9VRuA+mzlep91rr99khUu+DgYHsnlEvlPpXbQPpspXKfym0gfbaSPuup3AbSZyuV+5ycnOydUC7ps43KfSq3gfTZSvU+axk0lc5JqyEGg0GpU/FulJiYSLNmzWBA1PXbnpblcjz++19hj7svvUPn8Jebd+nLZaXCV89z9uxZmjZtWi3NQgghhBC1WV5eHhcvXiQwMPC2/EmnEEJUFWu/i8vfrEIIIYQQQgghhFBWrZrjQm6HWjXi4uJo3bq1vTPKpHKfym0gfbZSuU/lNpA+W0mf9VRuA+mzlcp9WVlZFBYWkp+fT2FhISaTyd5JZmr7LR9tpXKfym0gfbaqiT6DwYDBYKBOnTq4uLhQt25d6tSp3qGFWjVwIbdDrRqnTp1S9n8CQO0+ldtA+mylcp/KbSB9tpI+66ncBtJnK1X7CgsLSU1NxcnJCRcXF9zd3fUvAqqQWz7aRuU+ldtA+mxVE32apmEymSgoKODatWtcvXoVf3//ah0wqVUDF0IIIYQQQthbQUEBmqbh5+en7Bcg+amybVTuU7kNpM9WNd1XVFREcnIyhYWFODs7V9vrqHvEhRBCCCGEuE2pdoaFECq5fPky//nPf6p0m5mZmVy8eJHCwsIq3W5tV1N/j8nAhRBCCCGEEEIIZXTu3JmePXtW6TaXL1+On58fR48erdLtipohAxdCCCGEEEIIIcQtytXVVT+L6/XXX7d3TrWQgQshhBBCCCGEEMpITEzkjz/+qNJtRkREoGkanTp1qtLtqmDZsmU8+eST9s6oVjJwISotODjY3gnlUrlP5TaQPlup3KdyG0ifraTPeiq3gfTZSvU+IWqbiIgIunTpQqtWrejduzfjx4+nfv36fPPNNwDMmjULR0dHDAYDd999t9m6586do1+/fhiNRry9vfnHP/5BXl4eAOnp6YwYMQIvLy88PDy4//77+euvvwD4448/9LMRDAYDhw8f1rcZExODwWBg1qxZ+Pn50bRpU7PnIyMjadCgAV26dGH06NEYDAYSExMr3M89e/bQvn17XF1d8fPzY+bMmfpzUVFRBAUF4erqSmBgIAsWLABg3759uLq6MnLkSJo1a8aLL76It7c3ixYtAiA0NBSj0ci8efMwGo088MAD+j7OmDGDUaNGldmzYsUKgoKC8PLyYujQofp6AG+//TZNmjTB1dWVli1b8uGHH5qtm5qaSlxcHBkZGRXud3WqVQMXMTExhIaG2jvjlqfibcVupHKfym0gfbZSuU/lNpA+W0mf9VRuA+mzlcp9qk/MqfJdE0D6bGHvtiNHjhASEsLevXtJS0vD1dWVDRs2APDggw8SFRWFt7d3ifXmzZvHnj17mDp1KlOnTiU9PZ2CggLg+vwVW7duZdSoUcyYMQNnZ2euXLkCgJ+fH1FRUfTt27fMph07djBq1CjOnTvH0qVLAfjpp5+YP38+/v7+3HfffXzyySeAZcdvwoQJpKSkMHfuXB5++GHOnDmjP/fNN98QEhLCnDlzCAwMZMmSJezatQuAvLw8HBwcOH/+PDt37qRt27a89957+rrZ2dkcOHCAsLAwDhw4wJw5c0q89s1/t3z44Yc899xztG3blmnTprF//37Gjh0LQEJCAs888wwNGzZkwYIF3H///SQkJJitv2rVKtq0acO2bdsq3O/qVKtuhxoeHk54eLjy/6EQQgghhBBCiNuRv78/y5YtY8uWLcycOZOYmBguXboEQM+ePenZsyerVq0qsZ6maTg5OdGhQwcGDhyoDzAUPwdwzz338PDDD7N48WL9ufr16zNr1iwyMzP59ttvS22aOXMmTzzxBLGxsZw9exaAf/3rXwC8++67dOvWjRMnTrBnzx6L9lHTNDw8POjRowfdunUzu03oli1bMBqNpKSkcPfddzNy5Eh+++03OnfuDFy/7OOnn35ixIgRNG3alKlTp5ptNzY2Fj8/Pw4ePMju3bsrbImJicHDw4MVK1ZQp04d0tLSWLNmDcnJyfpx8/f3Z8iQIdx9993KfldWdyhQKCsuLs7eCeVSuU/lNpA+W6ncp3IbSJ+tpM96KreB9NlK5b7iLwyqMplM9k4ol/RZz95tDg4O+lkLjo6OODo66mdOQNl9y5Yto3///jz66KPUr1+fkSNHkpWVBVy/xGTixInMnTuXRo0a0adPHy5evGhxU/369YHrk1wWtxQPpjRr1gyAoKCgcvtutHnzZnx8fOjTpw/169dn4cKFABQWFjJjxgzq1q1LQEAAI0eOBK6fSVGs+PiUdmycnZ3x8/MDoGnTpqSmppZ47Zv/bklOTubq1au0bNmSZs2asWbNGgCSkpJo2bIlq1ev5uTJk9xzzz0EBgby+eefm61fPDdIeHh4hftdnWTgQlTaqVOn7J1QLpX7VG4D6bOVyn0qt4H02Ur6rKdyG0ifrVTvE0JcZ8lAXkBAANu2bSM9PZ0333yTzz77jI0bNwLg5eVFTEwMaWlpbNu2jT179vDmm2/a1NSgQQMA/QyM06dPW7xujx49+PHHH0lNTeWhhx5i8eLFxMXF8e2337Jhwwb69OnD5s2b9fkrLB3IzM/P1+enOHfunN4I6Gd15OTkmK1zxx134O3tzbZt28x+tWrVCk3TmDp1KvHx8Zw5cwYfH58Sk3yqMsdFrbpURAghhBBCCCGEmpYvX46maVy9epW8vDyWL1+Op6cnU6ZMYerUqVy7do02bdpw9OhR4P/mc1iyZAm//vorISEhnD9/3uy5r7/+mj/++IMffvgBgE2bNrFv375yJ7ME6N+/P0uXLmXq1Kn06NHD4stEALp27UrHjh254447OHHihN7j5OQEQEZGBgkJCWzZsqUSR+e6MWPG0Lx5c+Lj45kwYYL+eLNmzTAYDKxbtw4nJycaN27MpEmTGD9+PN999x0xMTF06dKFlJQUdu/ezR9//EFCQgJhYWH07dsXd3d3UlJSSlwqsmrVKhYtWkR0dLRdz7qQgQshhBBCCCGEEHb3/PPPl/hzkyZNmDJlCp06deL1119n69atuLq6MnbsWP2Le/v27fnss8/45ptvcHR0ZMCAATz33HMAxMbGsn79en2bb731FkCFt0V94IEHiIiIYOXKlRw8eJChQ4eyfft2iybn7NSpE9u3byclJYUGDRoQGRlJcHAwrVq1Ytq0aWzatInExESmTZvG/PnzLT4+7u7udOvWjZUrV/LAAw+YzfPh5+fH4sWLWbFiBXPnziU4OJhJkyYxceJE0tPTWbNmDV9//TX169enX79+AHh7e+Pv78+6deu4du0aQUFBvPbaaxb31CQZuBBCCCGEEEIIUe0iIiKIiIgA/u/yiBvv+qhpGiaTqdTBgcmTJzN58uRStztkyBCGDBlS6nMxMTHExMSU2XTjWQQ33+p0/vz5+vwUI0aMAMDX17fMbRVbtWpVqROMGgwGVq5cycqVK/XH5s2bp/+++Jjc2HHzWQ6vvPIKr7zySqmvO3/+fObOnWt2/AwGAzNmzGDGjBkllq9fvz5ffvllufty43tmTzJwIYQQQgghhBBC3KRz584MHjyYvLw8du7cSefOnXFzc7N3Vq0kAxdCCCGEEEIIIcRNPD09WbFiBQDdunXjnXfesXNR7XVbDFwcOHCABx54gMuXL5vNrCqqR3BwsL0TyqVyn8ptIH22UrlP5TaQPltJn/VUbgPps5XqfUIIte3du7fEY/a6ney+ffvs8rqquC1uh7qT0sgpAAAgAElEQVRixYoKJ1cRVad169b2TiiXyn0qt4H02UrlPpXbQPpsJX3WU7kNpM9WKvfdPHO/aiyZgNCepM96KreB9NlK9T5r3fJ7tXPnTrp37467u7u9U4QQQgghhBBCCFHF7D5wsWrVKjp16oSLiwvDhg0ze66goIBp06bh4+ODj48P06dPp7CwUH/eZDKxZs0apk6dWtPZtVpcXJy9E8qlcp/KbSB9tlK5T+U2kD5bSZ/1VG4D6bOVyn3Fdw9Qlb1Oh7eU9FlP5TaQPlup3mctuw9c+Pv7M3/+fKZMmVLiuSVLlnDgwAGOHz/O8ePH+f77783uVbt582aGDBmCq6trTSbXeqdOnbJ3QrlU7lO5DaTPVir3qdwG0mcr6bOeym0gfbZSvU+IW8GAAQP48MMP7Z1htb59++Lr64u3tzd9+vQp9e+FhIQEXF1dzW77aTQazX45Ojry+uuvV+q1X3jhBd59912Ll9+3bx/BwcG4u7vz0EMPce3atQrXKSgo4JFHHqFx48Z4e3szePBgkpKS9OdPnz5Nr1698PT0pEWLFnzyyScA5OTkMGzYMBo3bsyiRYtK3fbq1auZPXu2xf3Vye4DF8OHD2fYsGGlTqq5bt065s+fj5+fH35+fsybN4+1a9fqzx87doxPP/2U/v378/vvvzN27NiaTBdCCCGEEEKI29pXX33FuHHj7J1htVdffZULFy6QlpbGqFGjGD9+fIllnn32We666y6zxzIzM/Vff/31F66urgwfPtzi17106RKxsbFMmjTJouWzs7MJCwtjwYIFXLp0iaKiIubNm1fhekVFRQQHB3PkyBEuX75M69atCQ8P15//5z//SZs2bUhLS2PdunVMnDiRy5cvs3HjRrp06cK5c+c4dOgQCQkJJbb92GOPsWnTJi5fvmzxflcXuw9clOXKlSskJycTEhKiPxYSEkJSUhIZGRnA9Q/h7t27+frrr7nnnnvYvHmzvXKFEEIIIYQQ4raxdu1a/UyDmJgYs+fCw8N5/PHH6datGx4eHqWePT9hwgQmTJhQQ7Vl69ChA87OzphMJoqKijh58qTZ89u2bcPPz4927dqVuY3Y2Fg6duxIs2bNLH7d9evXM3jwYFxcXCxafu/evXh5eTF+/HiMRiMvvPACsbGxFa7n6urK/Pnz8ff3p06dOoSHh3P48GH9+aSkJIYMGYKjoyM9evTAw8ODxMRENE3TJ/LUNE2/fC01NVVf18XFhQEDBrBx40aL97u6KHs71MzMTAC8vLz0x4p/f+3aNTw9Pc2WL+/2MBERESVOf9m+fXupywYHB+szUMfFxZV5imF1Llcddu3aRaNGjaqsT/Xjp3KfLCfL2WO5YtInfdJXNumTPmuXc3FxISgoiKysLAwGA05OTvqXlby8PAoKCsy2k5+fD1y/Fr34i0NF16XbYznpu337ih8vb7lJkyYxadIkevfuXWI9TdP45ptv+Pe//42mabRr144nnnhCv9OjyWTSL1cobdtV0VeZ7T344IPs2rWLwsJCZs6cqS+Xk5PDSy+9xK5du5g9ezaappX6vkVHRzNp0iT9z5b0ffXVVzz++OMWfw7i4uJo27Yt+/fv57333uOtt97i8uXL/Oc//8Hb29vi/T106BDt27fXX/fpp59mx44d9OrVi4MHD+Lm5kbbtm1p06YNY8aMYcWKFTz11FOYTCZ97siVK1fqr9GjRw/Wr1/PjBkzSn1dk8mEpmlkZ2eTn59f4d9/VtMUsXDhQm3o0KH6n9PS0jRAS0hI0B/7888/NUBLT0+36bUU2u0Szp49qwEaA6I0RkaX/avnHM0ftDh3X81/0BtlLzcgSgO0s2fPVlnj559/XmXbqg4q96ncpmnSZyuV+1Ru0zTps5X0WU/lNk2TPlvVVF9ubq6WmJioFRUVWbR8dna2lpiYWM1VtrF0X+xF+qxX2baePXtq0dHRZo9NnDhRmz59uv7nrl27ah999FFV5FXbscvOztbeffdd7bvvvtMfmzdvnvbKK69omnZ9nxYuXFhivZMnT2pubm76d1BL++rXr68dOXLE4r7Fixdr48aN0z755BMtJCREKygo0AAtKSnJ4m1cvHhRCwgI0Pbu3as/duzYMS0kJERzdHTU3NzcSvy9+NNPP2kTJ07UXnjhBe3ChQsltvnLL79ovr6+Zb5mUVGRlpiYqOXl5VnUaO13cWUvFfH29iYgIICjR4/qjx09epTAwMASZ1tYKiYmhtDQ0CoqFEIIIYQQQojaycfHR/+9s7Mzubm5dqypmJubG1OmTGHcuHGkpaVx5swZtmzZwowZM8pdLzo6miFDhlT6O2hGRgb16tWzeHl3d3cyMzMJCwvj119/1SfmNBqNFq2fnZ3NkCFDmDlzpv6d12QyMWjQIB599FFyc3M5dOgQTz/9NEeOHCE9PZ0xY8awZ88eVqxYwaVLl+jQoYPZBKUA9erVIz093eL9qC52v1SksLBQ/2UymcjNzcXBwQFnZ2cmTZpEZGQk999/PwBLly5l8uTJVr9WeHg44eHhGAyGqsqvlW487VdFKvep3AbSZyuV+1RuA+mzlfRZT+U2kD5bqd4nhKh5mZmZnDlzhuTkZOLj43FzczN7Pi4uTp9boqioiI0bN/LBBx9U+nW8vLwsuitIsVatWpndgeTEiRP63VAqUlhYSFhYGN27d+ef//yn/nhqaipJSUk89thj1KlTh7vuuouuXbvy3Xffce+99xIdHY2rqyu7du3Czc2Nc+fOMWLECE6fPk1QUBBwfZqGG6dvsBe7n3GxZMkS3NzciIyMZOfOnbi5udGvXz8AFixYQNeuXWnTpg1t2rShW7duzJ071+rXkjMuqkZ1zsVRFVTuU7kNpM9WKvep3AbSZyvps57KbSB9tlK5T/UfpBVfy64q6bNeTbWNGzfOqruRVGXfyZMn+eSTT8jKyiIvL4/Fixfj5ORE69atGTZsmD4ppaZpTJw4kYULF5pNiPn1119jMpn076eV6WvXrl2lbsncu3dvrly5wubNm8nKyiIqKopRo0aZLfPzzz/TokULfv75Z7PHJ0+ejJeXF8uXLzfr8/X1xd/fn+joaEwmE6dPn+bgwYO0bdsWg8GAq6srcH2AxsnJCUdHRxwdHc3mpTh58iT33HOPxftRXez+b1RERITZB0bTNH2iTScnJ9555x2uXLnClStXWLVqFXXqWH+SSHh4eLmTeAohhBBCCCGEgPbt22M0Gvn+++958sknMRqNLF261OL1L1y4wIULF6qxsGIODg689dZbBAQE4Ovry65du9i5c6fFl19ER0czduxYq76DDhgwgP3791u8fN26ddmyZQsRERH4+voCEBkZabZMTk4Op0+fJicnR3/s3LlzrF+/nm3btlGvXj2MRiNGo5GkpCQMBgNbt25l48aNeHl5ERoaytNPP82gQYPMttuvXz/+/vtvfH19adWqldmg7759+xg4cGCl97+qGf7/BBm1isFgQNXdTkxMvH6bnQFR4N6g7AUvx+O//xX2uPvSO3QOf7mVcQpRVip89Txnz56ladOmVdIYFxen9E8wVO5TuQ2kz1Yq96ncBtJnK+mznsptIH22qqm+vLw8Ll68SGBgoEU/jc3JySElJYUmTZpUe5u1brwTgoqkz3oqt8Ht05eSkkKnTp34888/Lb4lalWoyuOXl5dHUFAQv/76qz6YUtrrnT9/Hj8/P5ydnSvcprXfxdX9RFQDuVSkalTmlCd7ULlP5TaQPlup3KdyG0ifraTPeiq3gfTZSvU+IcTtq2HDhowZM4Z169bZO8Vqa9euZdy4cWUOWtQku0/OWZNkck4hhBBCCCGEEDXh1VdftXeCTZ566il7J+hq1RkXQgghhBBCCCGEuLXIwIUQQgghhBBCCCGUVasGLmSOCyGEEEIIIYSw3b59+6ps8v+a8P3332MwGIiJidEf++GHH+jVqxfu7u4lviempqYydOhQvL29CQgI4O233670a77wwgu8++67Fi+/b98+goODcXd356GHHuLatWsWrde3b198fX3x9vamb9++ZvP7hIeH07hxYzw9Pbnvvvv46aefgOuTBA8bNozGjRuzaNGiUre7evVqZs+ebXF/dapVAxdyO1QhhBBCCCGEqF0KCwuZPXt2ibsMubq68vjjjzNv3rwS6yxcuBBN0/j777/ZvXs38+bN47fffrP4NS9dukRsbCyTJk2yaPns7GzCwsJYsGABly5doqioqNSu0rz66qtcuHCBtLQ0wsLCGD9+vP7cs88+y9mzZ8nIyODll19m6NChmEwmNm7cSJcuXTh37hyHDh0iISGhxHYfe+wxNm3axOXLly3b6WpUqwYuRNUIDg62d0K5VO5TuQ2kz1Yq96ncBtJnK+mznsptIH22Ur1PCHs7fvw4Xbt2xdPTk65du3L8+HH9udDQULOzE5o2bar/ENjLy4sBAwaQlJSE0WjEaDTyxRdfmG17woQJTJgwoSZ2o0IrV65k0KBBNGrUyOzxDh06MGbMGPz9/Uusk5SUxMCBA3F1daV169a0bduW+Ph4i19z/fr1DB482OJboe7duxcvLy/Gjx+P0WjkhRdeIDY21qJ1O3TogLOzMyaTiaKiIk6ePKk/1759e9zc3NA0jYKCAlJSUkhLS0PTNP22qZqm6bcoTU1N1dd1cXFhwIABbNy40dLdrjYycCEqTeX7tYPafSq3gfTZSuU+ldtA+mwlfdZTuQ2kz1Yq96l+l7viLzSqkj7r3fhldfTo0YwcOZLU1FSGDx/O6NGj9S+w5UlPT+err77izjvvJDMzk8zMTAYPHmy2TFJSEklJSVb3VZWLFy8SHR3Nc889V6n1nnjiCb799ltycnI4ceIEycnJdO/e3eK+r776ip49e1r8eqdOnaJt27bs37+f8ePH07ZtWy5fvsyVK1csWn/w4MG4uroybdo0nnzySbPnnnrqKVxdXRk8eDAjRoygQYMGPPLII/zwww/ceeeddOnSBZPJxFNPPcVLL72EyWTS1w0NDeVf//qXxftRXWrV7VBjYmLMRg2FEEIIIYQQojY6c+YMCQkJ/POf/8TJyYlnnnmGBQsWkJiYSLNmzWzeviqX6M+aNYu5c+fi6upaqfVCQkJIS0ujXr16wPWzNvz8/Cxe/9ixY7Rq1cri5bOysqhXrx4pKSkcP34cDw8PADIzM/H29q5w/S+++IKcnBw2bNhAy5YtzZ5bvXo1b775Jtu2bdMHXurWrcuOHTv4+eefWbNmDevWrWP+/Pklzj5p06YNv//+u8X7UV3UHQqsBjLHRdWIi4uzd0K5VO5TuQ2kz1Yq96ncBtJnK+mznsptIH22UrnPkp9q29ONP3FVkfRZr7gtJSUFHx8fnJycAHB2dsbHx4dLly7ZM69Kj93Bgwc5c+YMo0ePrvS6Y8aMoXPnzmRnZ3PmzBlWrVrFjh07LO7LyMjQBz0s4e7uTmZmJmFhYfz666/6xJxGo9Hibbi5ufHYY48xbtw40tLSzJ5zdnZm1KhRvPzyy5w8eZL09HTGjBnDnj17WLFiBZcuXaJDhw5ERESYrVevXj3S09MtbqgutWrgQlSNG2epVZHKfSq3gfTZSuU+ldtA+mwlfdZTuQ2kz1aq9wlhTw0bNiQtLY2CggIACgoKSEtLo2HDhsD1iSsLCwv15a9evWq2vsqXwxQ7dOgQP/74IwaDAYPBwP79+5k0aZJFd8r45ZdfCA8Px9nZmTvvvJOBAwfyzTffWPzaXl5eFt8VBKBVq1acOHFC//OJEyf0O4VUVmZmJmfOnCn1uaKiIo4fP46npyfR0dHMmTOHQ4cO4ebmxrlz5zh8+DCnT5/Wl7927RpeXl6Vbqhq6n/ahBBCCCGEEEJUqebNm9O8eXPefvttCgoKePPNNwkKCtIvE2nRogX/+7//C8CePXtKzLXQuHFjLl26VOYdJ8aNG8e4ceOqdycqMGPGDH3iSU3T6NmzJ9HR0Sxbtgy4fnZHbm4uBQUF+u+LB2tCQkLYsGEDhYWFXLx4kW+++Ya2bdta/Nrt2rWr1OBp7969uXLlCps3byYrK4uoqChGjRpltszPP/9MixYt+Pnnn/XHTp48ySeffEJWVhZ5eXm8/PLLODk50bp1ay5fvsz7779PRkYGhYWFrF27loSEBDp27IjBYNAvnykqKsLJyQlHR0ccHR31wazi7d9zzz0W70d1kYELIYQQQgghhKhlDAYDsbGxbNmyhQYNGvDZZ58RGxurTxz77LPP8uOPP9K1a1d2797NnXfeabZ+q1atePTRR7n77rsJCAgocTbChQsXuHDhQo3tjzX+/e9/4+bmxuOPP87333+Pm5sbS5YsASA6OprDhw/ToEEDQkJC6NWrF0888YTF2x4wYAD79++3ePm6deuyZcsWIiIi8PX1BSAyMtJsmZycHE6fPk1OTo7+mIODA2+99RYBAQH4+vry7bffsnPnToxGIw4ODsTGxhIUFIS3tzcrV65ky5YtJeYw6devH3///Te+vr60atXKbGLjffv2MXDgQIv3o7rI5JxCCCGEEEIIUQu1a9eOn376qdTngoKCOHbsmP7npUuXlljmnXfe4Z133il1fRXnFry5KTQ0tMz5ZoKDg9m9e3eJxy2d42LixIl06tSJvLw8i2+JGhoaWu4tV0vrDQ4O5uDBg2Z9xZfx1K9fn++++67C13V0dGTLli0lHs/Ly+Orr74q9b2vabXqjAuZnFMIIYQQQgghRHVr2LAhY8aMYd26dfZOsdratWsZN26cfgaIPdWqMy6EEEIIIYQQQoia8Oqrr9o7wSZPPfWUvRN0teqMC1E1goOD7Z1QLpX7VG4D6bOVyn0qt4H02Ur6rKdyG0ifrVTvE0IIYRkZuBCVduNkLSpSuU/lNpA+W6ncp3IbSJ+tpM96KreB9NlK5b7iCRBVpfqtLqXPeiq3gfTZSvU+a92eeyWEEEIIIYQQQojbQq0auIiJiSE0NNTeGbe8uLg4eyeUS+U+ldtA+mylcp/KbSB9tpI+66ncBtJnK1X7DAYDJpOJ7Oxsi+9QUNNU7SomfdZTuQ2kz1Y12VdUVER2djZQ/WeR1arJOcPDwwkPD1f+1DzVnTp1SulTL1XuU7kNpM9WKvep3AbSZyvps57KbSB9tlK1z8XFBRcXFy5fvgxcvxWhwWBQ6v9RNU1Tqudm0mc9ldtA+mxVE32apqFpGkVFRRgMBurVq0edOtU7tFCrBi6EEEIIIYSwt+L/0a9bty4FBQUUFBToXwRUkZeXh4uLi70zyiR91lO5DaTPVjXRZzAYcHBwoE6dOjg7O9fIQI4MXNQSycnJFS7j4eGBj49PDdQIIYQQQggHBwf97AvVZGZmYjQa7Z1RJumznsptIH22Ur3PWjJwcbvLzwaDAw888ECFi9bz8CLx7GkZvBBCCCGEEEIIoQwZuLjdFeaCZoLQOeBWzoBEThrX9r3C1atXZeBCCCGEEEIIIYQyZOCitnDzAfcG9q4QQgghhBBCCCEqRQYuRKUFBwfbO6FcKvep3AbSZyuV+1RuA+mzlfRZT+U2kD5bqdxXp04d8vLyyMvLo7CwULnJOYuKisjNzbV3Rpmkz3oqt4H02aom+orvguTk5ISzs3ONTNApAxei0lS8rdiNVO5TuQ2kz1Yq96ncBtJnK+mznsptIH22UrXPZDJx5coV8vPzqVOnDk5OTjg4OAAoc5vF6r61oa2kz3oqt4H02aq6+zRNw2QyoWkaOTk5FBYW4uLiQqNGjar17y+1j3oVi4mJISYmxt4ZQgghhBCiFsvLyyM/P5+AgAAcHR3tnSOEEFbLz8/n77//pqCgAGdn52p7HYdq27KCwsPD2bdvn70zbnlxcXH2TiiXyn0qt4H02UrlPpXbQPpsJX3WU7kNpM9WqvepPGhhMpnsnVAu6bOeym0gfQBpaWmkpKRYtW5NH7+aOgOlVg1ciKpx6tQpeyeUS+U+ldtA+mylcp/KbSB9tpI+66ncBtJnK9X7hBCiNMOHD6d58+b2zlCKDFwIIYQQQgghRC3k6uqqT7S4fPlye+dUaPny5RgMhkqfRX/48GEMBgMRERHV0lVTPv30UwwGQ6nTHxTv46JFi6ze/uDBg5WZZ+dmMnAhhBBCCCGEELXQsmXLePLJJ+2dIW6yb98+MjMz7Z2hFBm4EEIIIYQQQggF7Nmzh/bt2+Pq6oqfnx8zZ87Un4uKiiIoKAhXV1cCAwNZsGABcP1LrqurKyNHjqRZs2a8+OKLeHt76z95Dw0NxWg0Mm/ePIxGIz179uSvv/4CYMaMGYwaNarMnhUrVhAUFISXlxdDhw7V1wN4++23adKkCa6urrRs2ZIPP/zQon00GAz069ePf/zjH3h4eJidIXDp0iVGjBiBl5cXrVq1Yv369QAkJiZiMBh4/vnnAejVq5fFZ1A0bdqUzp07A7Bo0SIMBgOhoaH688XHZ8mSJXh5eeHt7c3hw4dJT09nyJAhNGjQAHd3dzp27Kif6VHcM27cOO699168vb354IMP9G2W9T7GxMTQvHlzunXrRvv27Zk+fTre3t6sXbsWgFWrVulnwBiNxhLHLSwsDIBJkyZhMBgIDw8vsY+LFy8usY9lvY8FBQVMmTIFT09PBg0aVOptVFNTU4mLiyMjI6PCY12dZOBCCCGEEEIIIRQwYcIEUlJSmDt3Lg8//DBnzpzRn/vmm28ICQlhzpw5BAYGsmTJEnbt2gVcv1ONg4MD58+fZ+fOnbRt25b33ntPXzc7O5sDBw4QFhbGgQMHmDNnToUtH374Ic899xxt27Zl2rRp7N+/n7FjxwKQkJDAM888Q8OGDVmwYAH3338/CQkJFu/n3r17ad++PV5eXrz88stcuXIFgLFjx/Lll18yefJkvL29CQ8P58CBA/j4+BAVFcXgwYMBePLJJ4mKiqJfv34Vvta8efN45plnAOjbty9RUVFMnTrVbJns7GzWrl3L008/zfDhw8nLyyM9PZ1Dhw4xatQoZs6cyenTpxk3bpzZetu3b2fAgAFomsaLL76oP17e+3j27FmaNm3K77//zpEjR/Dz82PdunUAdO/enaioqFLnt4iKimLChAkAjBo1iqioKEaPHl1iH//xj3+Y7WN57+OmTZv44IMPCAkJoWHDhuzZs6fE665atYo2bdqwbdu2Co91dapVt0MVQgghhBBCCFVpmoaHhwc9evSgW7duZreX3LJlC0ajkZSUFO6++25GjhzJb7/9pv+kfdmyZfz000+MGDGCpk2bmn051zSN2NhY/Pz8OHjwILt3766wJSYmBg8PD1asWEGdOnVIS0tjzZo1JCcno2kaAP7+/gwZMoS77767UnMjdOrUiddffx0nJydeffVVkpKSyM7OZs+ePUyaNInly5dz/vx57rzzTtavX8/777/PrFmzAPjiiy8YNWqU2RkF5ZkyZQqHDx/mrbfeolu3bvp2bqRpGt9++y0tWrTQH8vLy+P06dMUFRWRlpbGn3/+SWxsLJcvX9aXefDBB1m6dClnzpzh448/JiMjA09Pz3LfR4D169fz0Ucf8eijj5KYmMjHH38MQEhICCEhIXzxxRdcunTJbJ1Zs2bx6aefsmHDBvr376+fbVHRPpb3PhZ/Doo/Gz/88APx8fEWHdeadkufcXHp0iW6detGz5496d69O3/88Ye9k2qF4OBgeyeUS+U+ldtA+mylcp/KbSB9tpI+66ncBtJnK9X7hLjZ5s2b8fHxoU+fPtSvX5+FCxcCUFhYyIwZM6hbty4BAQGMHDkSuH6mQDEHBwccHBxwdHTE0dGRgoIC/TlnZ2f8/PwAaNKkCampqRW2JCcnc/XqVVq2bEmzZs1Ys2YNAElJSbRs2ZLVq1dz8uRJ7rnnHgIDA/n8888t3s/69esD1ycHheuXLCQnJwMQFBQEQGBgIE5OTly4cMHi7VrLzc3NbNACID4+ni5duuDh4UHTpk2JjY0FzI95afsBZb+PxZycnABKfa+qWnnvY2pqaonPxs0iIiLQNM1soMQebumBiwYNGnDgwAH279/PkiVLWLZsmb2TaoXWrVvbO6FcKvep3AbSZyuV+1RuA+mzlfRZT+U2kD5bqdyn6sz9xRwc1P6acLv29ejRgx9//JHU1FQeeughFi9eTFxcHN9++y0bNmygT58+bN68WZ8XovjMh4rk5+fr8xokJSXRoEED/bniswFycnLM1rnjjjvw9vZm27ZtZr9atWqFpmlMnTqV+Ph4zpw5g4+Pj82TfN5xxx3A9UspAM6fP09BQQH+/v76MsXH1WQyVWrbFa1X2vu1ZMkSjh8/zssvv8ynn36qn+Fhyb+7Zb2PZbH0fSxvP4qfu3lb5b2PDRo0MPtsnDt3rsR2VZnj4pa+VMTR0VH/fXp6Ou3bt7djjRBCCCGEEEJYr2vXrnTs2JE77riDEydOANe/KBf/hD4jI4OEhAS2bNlS6W2PGTOG5s2bEx8fr8+VANCsWTMMBgNr166lTp06NG7cmEmTJjF+/Hi+++47YmJi6NKlCykpKezevZs//viDhIQEwsLC6Nu3L+7u7qSkpNg8GBcQEEBoaCgbN27E29ubAwcOAPDII4/oyxQPYqxatYqkpCT90oqKFJ9RsHXrVpo2bYq/vz/9+/cvd53iY/7XX3+RkZHBzz//bPG+lPU+VuT9998nIyNDH7QpvkVt8aUfxfu/fv16DAYDLVu2pHv37uXuY3nvY+/evdm8ebP+2fjzzz9LNK1atYpFixYRHR1t17Mu7D5UuWrVKjp16oSLiwvDhg0ze66goIBp06bh4+ODj48P06dPp7Cw0GyZEydO0K1bN6ZPn07Pnj1rMr3WKm+0UAUq96ncBtJnK5X7VG4D6bOV9FlP5TaQPlup3GfpT1jtpbI/0a5pt2tfp06d2LFjB4sWLeLvv/8mMjKS4OBg+vTpw7Rp04iLi2P16tX6pOrglxgAACAASURBVIyWcnd3p1u3bmzZsoUHHniApUuX6s/5+fmxePFirl27xty5c3n11VcBmDhxIitWrODkyZMsXryYLVu26PNpeHt74+/vz7p161i6dCk+Pj68//77Vu3zjTZv3kz//v157733SE1NZe3atWbf8YYMGcKgQYPYvXs3kyZNsvjyFD8/P2bPnk1KSgqTJ0+26Ez9iIgIunbtSnR0NIcPH+ahhx4CLHtvy3ofKxIZGcnzzz/PmTNnyM/P5/nnn9fvpAJw3333MWHCBH7//XceffRRszuZlLWP5b2PjzzyCBMnTuTIkSP8/fff9OrVq8JGezFodv5bc+vWrTg4OLB7926Sk5PNPnwLFy5k+/btfPXVVwAMGDCA4cOH89JLL5XYzm+//cbjjz9u0UiYwWBQ9j8WiYmJNGvWDAZEgXuDshe8HI///lfY4+5L79A5/OXmXeZy7H+l4u1lpcJXz+uz3JZn+/btDB06tOKdsROV+1RuA+mzlcp9KreB9NlK+qynchtIn61qqi8vL4+LFy8SGBho0SUCOTk5pKSklHo9uSpMJpPSl2NIn+VCQ0M5fPgwmZmZgFptpZE+29R0n8lk4vz58/j5+ZWYhLQ01n4Xt/sRHz58OMOGDTO7zqrYunXrmD9/Pn5+fvj5+TFv3jz9Hrdw/T8Sxby8vKhbt26NNAshhBBCCCGEEKJmVHqOizZt2jBx4kTGjRtHYGBgdTQBcOXKFZKTk82uWQoJCSEpKUm/zcyRI0eYPXs2Dg4OaJrGG2+8UW09QgghhBBCCCGEqHmVHrhYvHgxsbGxvPzyy9x333088sgjhIWFYTQaqzSs+FQmLy8v/bHi31+7dg1PT0+6du3K/v37K9xWRESEPvNuse3bt5e6bHBwsD4DdVxcHKdOnarx5exp165dNGrUqMTjN/epfvxU7pPlZDl7LFdM+qRP+somfdJn7XIuLi4EBQWRlZWlT6To4uICXD9D+OZbHebn5wPmp3RXdN28PZaTvtujb8+ePSXWKf69Cn2lkb5bp89kMqFpGtnZ2eTn51f495+1rJ7j4urVq2zdupXY2Fh+/PFH/vu//5vx48czaNAgs7t9WCoiIoKjR4/qc1xcuXIFHx8fEhIS9Hv5JiQk0LJlS9LT0/H09LQmG5A5Lkolc1zUCJXbQPpspXKfym0gfbaSPuup3AbSZyuZ48J6ch2/bVTuU7kNpM9WMsfFTTw8PBg8eDCDBw/mjjvuYPfu3Tz//PMEBgby5ZdfWrtZnbe3NwEBARw9elR/7OjRowQGBlo9aBETE6Pff1cIIYQQQgghhBDqq/TARXZ2Nps3b2bgwIE0adKEXbt2sWjRIi5evMipU6dYvXo106ZNs3h7hYWF5ObmUlhYiMlkIjc3Vz99btKkSURGRnLx4kUuXrzI0qVLmTx5cmWTdeHh4ezbt8/q9cV1ltzKx55U7lO5DaTPVir3qdwG0mcr6bOeym0gfbZSvU8IIYRlKj1w0bBhQ15//XX69etHYmIiO3bsICwsTD8tZNiwYXh4eFi8vSVLluDm5kZkZCQ7d+7Ezc2Nfv36AbBgwQK6du1KmzZtaNOmDd26dWPu3LmVTRZVTIW5OMqjcp/KbSB9tlK5T+U2kD5bSZ/1VG4D6bOVyn0Gg8HeCeVS+VR4kL7KioiIIDw8HKhc2759+yq8jPxmM2fOxGg04uDgYNUPjWvy2BmNRrNfjo6OvP766wCkpqYydOhQGjZsaPbva2X6Vq9ezezZsy1e/tixY3To0IG6devSq1cvLly4YNF6zz77LIGBgXh4eBAaGsqxY8f054r3o/iKhrfffhsATdOYPHny/2PvzuOqqhP/j78ugoooIqm54MKY4r6UpjY6YDNq2jSVS1mmmVO2jE42M2auYRk2Wo2aTl9/udA4Nc5k32RazErT9GtqVihR4EqAKwYICCTb7w+GO6ICl3sunA/yfj4ePB5677n3vO65HJYP53wO119/PY8++uhVT9/48MMPGTdunMv9VanSnxV79uzhq6++Yvr06TRr1uyqyxw4cMDl5wsPD6eoqKjUR8knuI+PDytXriQtLY20tDRWrFiBt3el5xN10qkiIiIiIiIiVefll18mKyuLtm3b2p1SoaysLOfHyZMnqV+/PqNGjQKKBxdHjhzJunXr3HruixcvsmjRIp566imXHzNu3DjGjh3Ljz/+SJcuXXj88cddetx1113Hjh07SE9PZ/To0dx1113O+5599lmKioo4deoUn376KXPmzOHAgQN88skn1KlTxzk4snXr1iued+TIkcTGxnLw4EGXX0NVqfTARUhICLm5uaVuy83N9dhsoVVJp4p4RlxcnEefLzU1lYSEhAo/UlNTbenzJJPbQH1Wmdxnchuozyr1uc/kNlCfVSb3mTpRfImKri5gN/W55osvvqBhw4ZERETw5ptvOo8sOH/+PADJyckMHz6cgIAAevbsyc6dO52PDQgIYMSIESQmJjof9/777wOwd+9e+vfvT+PGjQkODiYiIqJSn9MrVqwo84gou7bdhg0buOmmm4ovlEDxYMCjjz5Kt27dSi3nat+mTZvo0aPHVa/YeDWxsbH88MMP/OEPf8DX15fZs2ezefNmMjMzK3zs3Llz+dnPfoaXlxcPPfQQx44dc/7ulJiYyMiRI6lfvz6dO3ema9euHDp0iKKioqsePZKamlrqvRw3bhyrV6926TVUpUoPXIwePdr5CVti8+bNzpEpufa5cskxV6WmptI+uAPBwcEVfrQP7uDS4IUn+zzN5DZQn1Um95ncBuqzSn3uM7kN1GeV6X0iVW3gwIFkZWUxe/Zsxo8fT1ZWFhkZGc6LHTz66KN06dKFs2fPMmfOHEaPHk12djYA6enpbN68mbZt2zqPSvj1r38NQF5eHs8//zwpKSls27aNpUuX8uGHH7rcde7cOeP2z3Xr1jFx4kSPPd/mzZsJDQ11efn4+Hg6dOhAQkICw4cPp2XLlvj6+nLkyJFKrffLL78kKCiIwMBAoPg9/uSTT8jJyeG7774jOTmZQYMGMWzYMH766SdatWoFQKdOnZgxYwZ/+MMfSg2WhIWFVeq9rSqVPu9i165dvPPOO6Vuu/3225k8ebLHoqpKZGQkkZGRdmfIJTIyMsjMSIewWeAbWPaCOalkbl9ERkaGcycUERERERH35OXl8dFHH7Fq1Srq1q3Lvffey6xZs9i7dy9Dhgwp97GDBg1y/js4OJiwsDAOHjzI7bff7tK6w8PDCQ8Pt5LvUXFxcRw4cICxY8d67DljYmL4zW9+4/LyFy5coFGjRqSlpfHtt9+Sn5+Pv78/WVlZLj9HdnY206dPJyIiwnlb7969SU1NpVGjRgC8+uqrtGzZEoC1a9fy/fffs3z5chYvXsyTTz5Jx44dSz1nly5dOHr0KNnZ2TRo0MDlFk+r9BEXfn5+XLhwodRtmZmZ+Pn5eSyqquhUEYP5BoJf07I/yhvUEBERERGRSjl37hyFhYWlTmVo0aIFZ86cqfCx8fHxjBgxgubNmxMQEMCmTZucV4asidatW8dvfvMb55EonnD+/HnnYIEr/Pz8yMrKYsCAAZw4cYJ69eqRmZlJw4YNXXp8QUEB9913H7/85S+ZMGGC8/b77ruPfv36kZ2dzbFjx1ixYgX//ve/KSws5KGHHmL9+vU8++yz+Pv7M2jQIKZMmVLqeUteQ3p6usuvpSpUeuBixIgRPPLII5w9exaAU6dOMWXKFEaOHOnxOBEREREREbHmanMZNG3aFC8vr1IDFadPn6Z58+blPg7g8ccfp3fv3iQlJZGens6vf/3rK+a48PLyMn4uFyj+hX/9+vUePU0EiucIcWV+ihKdOnXiyJEjzgGgEydOkJ2dzQ033ODS45944gnq1q3LSy+9VOr2r776ikmTJlG3bl3atm3LyJEj2bJlC15eXvz1r38lIiKCjIwMYmJiSEpKwuFwsG3bNufjS15DQECAy6+lKlR64GLJkiXk5ubSokULGjRoQFBQEBcvXmTx4sVV0edRuqqIiIiIiIjUNi1atOD777+noKDAeZuPjw/Dhg3jpZdeIi8vj3/+859kZmbSv3//Uo87c+YMKSkppZ4vMzOTpk2bUq9ePXbv3s0nn3xyxTrbt2/P7t27r9qzfPlyl38hr2offfQRhYWFDBs27Ir7cnNz+emnn5z/rsxRJT169KjUPB7du3enXbt2vPLKK+Tk5LBo0SJuu+22UkdtnDhxghtuuIH//d//LfXY+fPnc+jQIf7+979fMdjUu3dv/va3v5Gfn8/p06fZsmULXbt2BcDX1xcoHrypU6cOXl5e+Pj4lHqd33//PR06dLD1NBFwY+CicePGvPfee5w8eZIdO3Zw4sQJ3nvvPdtHYFyhU0VERERERKS2ueeee/Dz86N169a0bduWjIwMAFatWkVsbCzNmjVj4cKFvP3226WmAOjUqROTJ0+me/fuBAUFsWXLFqD4j9mrVq2iUaNGLF68mOHDh1+xzhdeeIF169bh5+fHnDlzSt2XmprK0aNHq/AVu27dunXcf//9eHtfOf2jr6+v8+onvr6+Vx3cKMuIESPYsWNHpVo2bNjAP//5TwIDA/n222/5n//5n1L35+XlcfToUef7V+L5559nz549XHfddfj7+9OwYUPnFWLWrVvH/v37adq0Kb1792bIkCE8+uijpR7fpUsX2rVrR7NmzUhNTS31Ordv327E2RWVnpyzRIsWLWjRooUnW6SGCAkJsTuhXCb3mdwG6rPK5D6T20B9VqnPfSa3gfqsMr1PpLoEBAQ4D/8vLCx0/lW+bdu2Vz1a4lIrV65k5cqVpW4LCwvj0KFD5T5u4MCBZV4Rw6TJOTdu3FjmfVc71cXVy6Heeeed/PGPf+TMmTMuXxK1R48efPPNN2Xe3759+6s2XXrbpe8vFH8d/PTTTytc97Jly1i2bNkVt2/YsIE333yzwsdXtUoPXBQWFvL+++8THx9PTk5Oqfvmz5/vsTAxV1nXXDaFyX0mt4H6rDK5z+Q2UJ9V6nOfyW2gPqtM7nM4HHYnlKusuQ1MoT73mdwG105f3bp1mTVrFq+88gp//vOfq7jqvzy5/T788EO6du1Kz549Pfac7qr0wMV9993Htm3b6NevH/Xq1XPebvoXX9DlUEVERERERKR6PP7443YnWDJy5EgjThMBN+a42Lx5MwcPHuTDDz/k3XffdX5cPkGIiTTHhWfExcXZnVAuk/tMbgP1WWVyn8ltoD6r1Oc+k9tAfVaZ3Gf61RZcPRzeLupzn8ltoD6rTO9zV6UHLrp27Wr84TtStSozO64dTO4zuQ3UZ5XJfSa3gfqsUp/7TG4D9Vllep+IiLim0iMQAwYMICwsjPDwcJYvX17qQ0RERERExCRhYWEVni7+2GOPERERUeq2sWPH0rBhQxwOBwkJCVUXaDirr3/79u20b9/eYz3V6V//+hdt27alUaNGPPzww+Tn51fq8d9++y233HKLy8ufP3+eu+66Cz8/P0JCQvj8889dfuysWbNo0qQJLVu2ZMWKFaXuW758Oddffz2BgYGlrvCyatUqWrVqxS9/+csrLnkLkJKSQteuXZ2XhLVTpee4OHDgAC1atLji0i4Oh4Pf//73HgsTERERERGpDpdfdhLg7bffBmrGXH7iecnJyUyePJl///vf9OnTh2HDhrF8+XKmT5/u8nPMnz+fP/3pTy4vP2vWLAoLCzlz5gybNm1i7NixJCQk4OvrW+7j/vWvf/GPf/yDmJgYUlNTCQ0NZeDAgdx0003s27ePZ599lp07dxIQEMCgQYO46aabGD58OGvXruXQoUNERUWxbNkyFi5cWOp5mzVrxq233srrr7/O1KlTXX4dVaHSR1x89tlnV/0oubyOySIjIwkLC7M7Q0REREREPCQoKOiK+Ux++ukn6tevT2ZmJgCxsbH07NmTxo0bs2DBAudyn376KQ0bNsTHx6fSl+d866236NKlC4GBgYwbN46MjAyXHnfhwgWeeOIJWrduTdOmTZk2bZrzvs8//5yePXsSEBDA8OHDSU5Odt7Xvn17FixYQIcOHbjuuutYvXq1876wsDBmzJhx1deYn5/P7Nmzadu2LS1btmTBggWl5lj55ptv+MUvfkFAQAAhISFs3rwZgDvuuIOGDRsC0K1bNxo2bMjMmTNLbbs+ffrQpEkTbrvtNk6dOlVq25Ss75133rliG+zbt4/OnTuzb98+l7aZHaKiohg4cCC33norTZo04cknn2TDhg0uP/7kyZN8/vnn/PrXv3b5MW+//TYzZ86kYcOGPPDAA/j7+/PZZ5+59LhHHnmEoKAgunfvzujRo/nnP//pvG/MmDF0796doKAgHn74YefrcDgcOByOUp8PeXl5pT6X77vvPv7f//t/Lr+GquLWZBVFRUUcPHiQjz76CCjeGQoKCjwaVhU0OaeIiIiIyLWlf//+fPXVV6Vui4mJoWPHjjRq1AiAbdu2sWPHDrZt28bChQs5e/YsAL/61a/Iyspi/PjxlVrn7t27mTZtGm+99RanT5+mQYMGzJ0716XHTp8+ncTERA4ePEhiYiKDBg0CIDs7mzFjxjB//nzOnj1Lp06dePTRR0s9dt++fXz77besXr2aGTNmlJqIsazXuHjxYrZu3cr+/fuJiYkhKiqKd999Fyg+NWH48OE8+OCDpKSksGXLFurXrw/Ae++9R1ZWFlA88JOVleW8rOfx48e5++67Wbx4MSkpKfTv39/ZeuLECaZMmcLGjRuJj4+/4r0pea3x8fFkZ2e7vM2rW3x8PF27duUf//gHM2bMoGvXrpWaN+eTTz6hX79+1K1b16XlU1NTOXfuHCEhIQwdOpTDhw/TpUsXl9ZZ0vqHP/yBf/3rX6VaS+57+eWXWbp0qfM+Pz8/Jk6cyA033MCaNWt4+OGHWbp0Kffdd1+pU4P69+/PkSNHSg2i2aHSAxfx8fF069aN0NBQxowZAxQfmvLggw96PE5ERERERKQ8JQMXOTk5XHfddRw+fJivvvqKAQMGOJcZP348TZo04aabbqJZs2YcO3bM0jrXrVvH5MmT6dOnD3Xr1uX3v/89mzZtqvBxhYWFrF+/npdffpnrrruOBg0acO+99wLwxRdf4O/vz5gxY6hbty4zZsxgy5YtpeZV+O1vf4uvry+333476enpzsGJ8l7junXrmD9/Ps2bN6dp06Y8+OCDztb333+fDh068Nvf/hYfHx/at2/PkCFDKnwdb731FrfddhtDhw7F29ubp556ig8++IC8vDy2bNnCwIEDufnmm/H397/qJUHDwsIoKioy+mj4Cxcu0KhRI06cOMHhw4fx9/d3DuS4IiYmhk6dOlVqfQD169cnNjaWtLQ0l9dZ0nr48GFOnjxZ6nEl9yUkJHD8+PFS9z3xxBPExMQQGhrKnDlz6NWrFxs3bqRnz57O5/b29uaGG27g4MGDLr+WqlDpOS6mTJnC9OnTmTJlCk2aNAGKr+86Y8YMj8eJmUJCQuxOKJfJfSa3gfqsMrnP5DZQn1Xqc5/JbaA+q0zvE88YMGAA8+bNY/fu3bRp04atW7fy9ddflxq4CAwMdP67bt265ObmWlpncnIyb775Jq+//jpQfES6KxM3pqSk8NNPP111ssqzZ89y/fXXO//fokULCgoKOHfuHC1atCj1Okr+in/p6yjrNSYnJ3Pfffc5rwxZUFDgPMojOTnZrYkzk5OTee+99wgICHDe5uPjw5kzZzh79izNmzd33n7pa6pJ/Pz8yMrKYuHChfzpT3/im2++cZ4644rz589X6rX7+fkBxWcznDx5EoDMzEyX1lnS+t5771FYWMiyZcucjyu579VXXwXg3Xffdd63ePFiDh06xLRp0zh69CgTJ06kQ4cObNy4kaZNmzqfv1GjRqSnp7v8WqpCpY+4OHjwII888gjw34lqGjdubPRhPuJZnTt3tjuhXCb3mdwG6rPK5D6T20B9VqnPfSa3gfqsMrnP9AkfS37JNdWlfX379iUmJoatW7cSERHB9u3brzjiworL5wCA4nk1nnvuOdLT00lPT+f8+fPOv5hf3nepZs2aUa9evatepaN58+acOXPG+f/Tp0/j5eVV6hdIdwQFBbFt2zZna2ZmpnMei6CgoAqvGHK1z9WSuRJKnjM9PZ3c3FyCgoJo3rx5qSNBLn1NrjDlc69Tp0589913zv9/9913hISEuNwXEBDgnGPFFYGBgTRt2vSq66xMq5eXV6nHlfU6AKZNm8bq1avp1asXixYtIjo6mkceeeSKK4ZmZmaWGqSyQ6U/K9q3b8/OnTtL3bZnzx46dOjgsSgRERERERFXNGjQgHbt2rFp0yaGDx9Oeno6iYmJdOnSxSPP3759e3bv3l3qtgcffJCVK1cSExMDQFJSElFRURU+l5eXF+PHj2fGjBmkpqaSk5PDxo0bgeIjR9LT09m4cSN5eXksWbKE4cOH4+1d6YPkr2idN28eZ86cobCwkIMHD/J///d/ANx+++0cOXKEyMhI8vPzSUpKumJOwBYtWvDtt9+Wum3cuHG8/fbb7Nq1i6KiIlJSUpyTQQ4fPpw9e/awb98+MjMzr3rFlr1793LDDTewd+9eS6+tKt15553s3r2b7du3k56ezrJly5yn9biiR48elZoTA4ovwbt48WIuXLjAW2+9RUZGxhWn7oSFhZWaJBXgnnvu4fXXX+fEiRPExsbyzjvvcM899zifc+PGjcTGxnLixAlWr17tfB2XXq2kqKiIOnXqULduXS5evOi8PT8/nyNHjpQ6fcQOlR64WLBgASNHjmTKlCn89NNPzJs3j9GjR1d6Fl476KoinnH5rM2mMbnP5DZQn1Um95ncBuqzSn3uM7kN1GeVyX2X/wXfNJdO+miiy/v69+9P586dqVOnDjfeeCO9e/d26S/jJVfOePPNN4mIiKBhw4Y89thjpZb5y1/+wtNPP03Dhg2dV1cYNGgQERERjBs3jkaNGjFkyBCOHj1aZt+lli5dSqtWrejWrRutW7d2Xp3Rz8+PjRs3smDBApo1a0ZcXNxVf+mvrJkzZ3LTTTfRv39/AgICmDx5snOOg4CAAD766CPWrFnDddddR2hoaKkjRwAiIiJ47LHHaN26tfN3vg4dOvD3v/+d6dOn07hxY2688UbnJJytW7dm1apVjBkzhk6dOhEaGnpFU05ODkePHiUnJ+eK+0z53GvTpg1r165lwoQJtGnThp49e/Lkk0+63Dd06FD2799fahCgIosWLQKKj8wJDw/n7bffvuJSqAkJCVccxXLPPfdw77330r17d4YMGcJzzz1H3759geJ949lnn2XIkCF0796d++67j9GjR1+x7qeeeopOnTqxePFinnzySeftJYNMQUFBLr+OquAocuOr5v79+1mzZg2JiYm0adOGyZMnc/PNN1dFX5W42uFepkhISCA4OBhGLAG/cg4LSzlEqx2L2ObXjFvDZnHSt0mZy7FjUcXPd+EcbJ7B8ePHKzzPLSoqijvvvLPiF+MCl1/vf/p27txZ4U6za9cuHnjgAY/0eZont11VUJ81JveZ3Abqs0p97jO5DdRnVXX1/fTTT5w+fZo2bdq49MtyTk4OZ8+epV27dlXe5q7CwkJjDtm/GvW5z+Q2uLb6Ro8ezfjx4xk1alQVV/2Xp7ff7373O7p06cLUqVPLXF9SUhItW7Z06Qoq7v4u7tZxR3379nWO4IhUi4vZ4PBi8ODBFS7q28CPkSNHlpqgSEREREREpDotWLCARx99tFoHLjzp3LlzfPbZZ7zyyit2p1R+4OK5554r87758+dbihEpU34uFBVC2CzwLWdAIieVnO2LyMjI0MCFiIiIiIjYpnv37s75RGqiyycLtVOlBy6++eabUv/PyMhgz549/OIXv/BYlEiZfAPLP6VERERERERErimVHrh49913r7gtISGBiIgIjwSJiIiIiIiIiJTwyKwd7du35+uvv/bEU4mIiIiIXNNKJqfLzMwkLy/P2EnjRUTKUlRUxMWLF8nMzASKv65VpUofcbF8+fJS/8/Pz+eLL74weuZX8ayQkBC7E2os07ed+qwxuc/kNlCfVepzn8ltoD6rTO2rV68efn5+pKenOy+t6HA4qvwHfxERTygqKnIOuNapU4eAgAC8vd267ofLLJ8qUr9+fUJCQnj55Zc9FiVm69y5s90JNZbp20591pjcZ3IbqM8q9bnP5DZQn1Wm9jkcDpo1a0ZRUREFBQXOoy505IWI1AQOhwMvLy+8vb2rfMCiRKXX8tlnn1VFR7WIjIwkMjLS7gwRERERERwOR7X+4C8iUlPVqvM7Jk2axPbt2+3OqPHi4uLsTqixTN926rPG5D6T20B9VqnPfSa3gfqsMrnvp59+sjuhXOqzxuQ+k9tAfVaZ3ueuSg9ceHl5UadOnTI/Su6Xa1d8fLzdCTWW6dtOfdaY3GdyG6jPKvW5z+Q2UJ9VJvfl5eXZnVAu9Vljcp/JbaA+q0zvc1elj0ubMWMG+/fv58knn6Rly5acOnWKV199ldDQUO64446qaBQRERERERGRWqrSAxd///vfOXz4MA0aNHDeduuttxISEsLcuXM9GiciIiIiUlPk5eVRt25dXR1ERMTDKj1wUadOHQ4fPkyvXr2ctx07dkyXQxURERGRWqlu3brUr1+f06dPU6dOHXx8fCq8vOnFixfJycmpxsrKUZ81JveZ3Abqs8r0PndVeuDimWeeYdCgQdx22220aNGCM2fO8NFHH/Hiiy9WRZ+IiIiIiNEcDgfNmzcnPz+fn376ifz8fAoLC8u9vOkPP/xASEhINVZWjvqsMbnP5DZQn1Wm97mr0gMXTzzxBAMHDiQqKoozZ87QtWtXnnnmGW688caq6BMRERERMZ7D4cDHxwcfHx+Xlk9JSeGWW26p4ir3qc8ak/tMbgP1fbplUQAAIABJREFUWWV6n7vcumh0nz596NOnj6dbpIa4Fkfwqovp20591pjcZ3IbqM8q9bnP5DZQn1Um95ncBuqzyuQ+k9tAfVaZ3ucutyam2LBhA6NGjWLw4MEA7Nixg/fff9+jYa744osvGDhwIKGhodx+++2kp6dXe0Nt1LlzZ7sTaizTt536rDG5z+Q2UJ9V6nOfyW2gPqtM7jO5DdRnlcl9JreB+qwyvc9dlR64eP7553nxxRf5xS9+wcGDBwFo0qQJzz33nMfjKtKuXTu2bt3Kjh07uOOOO1i5cmW1N4iIiIiIiIhI1an0wMXrr7/Oxx9/zPTp051XEunWrRuHDh3yeFxFWrVq5bwsq7e3N97ebp35IpUUFxdnd0KNZfq2U581JveZ3Abqs0p97jO5DdRnlcl9JreB+qwyuc/kNlCfVab3uavSAxf5+fk0bNgQwHmJpwsXLjhvq6wVK1bQt29f6tWrx1133VXqvry8PKZOnUpgYCCBgYFMmzaN/Pz8K57jxx9/5K9//Su//e1v3WqQyomPj7c7ocYyfdupzxqT+0xuA/VZpT73mdwG6rPK5D6T20B9VpncZ3IbqM8q0/vcVemBi9tuu43Jkydz8uRJoPg6sc888wwjRoxwK6BVq1bMnTuXRx555Ir7Fi5cyK5du4iNjSU2NpadO3cSERFRapns7GzGjh3LihUraNq0qVsNIiIiIiIiImKmSg9cvPLKK1y4cIGgoCDS09Np2LAhSUlJLFmyxK2AUaNGcdddd1110GHt2rXMnTuXli1b0rJlS+bMmcOaNWuc9+fn5zNu3DimTZt2TV7yRURERERERKS2q/SkEAEBAbz33nucOXOGxMRE2rRpQ4sWLTwelpaWRnJyMr1793be1rt3bxITEzl//jyNGzfmH//4B59//jkZGRksW7aM22+/nRkzZlzxXOHh4SxYsKDUbVFRUVddb0hIiHMm1ri4uDIPtanK5ez08ccfc/31119x++V9rmy/PXv2OCdwvVyHDh3o0KEDycnJHqi+kiuvw673V8tpOTuWK6E+9amvbOpTX3UvFxcXZ/T3D/Vdu31RUVFG//yivmu7zx2OoqKioso8YPbs2YwePZqbbrrJIwElwsPDiY6OZtOmTQAkJSXRtm1bUlJSnEdjpKSk0Lx5c5KSkggKCnJ7XQ6Hg0q+7GqTkJBAcHAwjFgCfuWc+pJyiFY7FrHNrxm3hs3ipG+TMpdjx6KKn+/COdg8g+PHj9O+fftyG6OiorjzzjvLXSY1NZX2wR3IzHDxErUuvF5Pvw47uLLt7KQ+a0zuM7kN1GeV+txnchuozyqT+0xuA/VZZXKfyW2gPqtM73P3d/FKH3GxYsUKwsPDK72iyiqZ7PP8+fPOgYvz588D0KhRoypfv1iTkZFRPGgRNgt8A8teMPUY7H2t+sJERERERESkRqn0HBeBgYHk5ORURUspTZo0ISgoiOjoaOdt0dHRtGnThsaNG7v1nJGRkYSFhXmosPa69LDfCvkGFh8hUdZH/YCqCzVQpbadDdRnjcl9JreB+qxSn/tMbgP1WWVyn8ltoD6rTO4zuQ3UZ5Xpfe6q9BEXL774IlOnTuWll1666hwClZWfn+/8KCwsJDc3Fy8vL+rWrctDDz3ECy+8wM9//nMAIiIiePjhh91e16RJk5g0aZLzMq7inubNm5OQkFDuMlU1d0VNZ8I8JuVRnzUm95ncBuqzSn3uM7kN1GeVyX0mt4H6rDK5z+Q2UJ9Vpve5q9IDF48//jjZ2dm89dZb+Pn54e3936dITU2tdMDChQtLTZzp6+tLaGgo27dvZ968efz444906dIFgPHjxzN79uxKr6NEZGQkkZGRbj9e3Ji7QkRERERERMSCSg9clEye6Snh4eFlzpnh4+PDypUrWblypUfWpSMuKlbRkRLJycmau8KCS2eXNpH6rDG5z+Q2UJ9V6nOfyW2gPqtM7jO5DdRnlcl9JreB+qwyvc9dlZ7jIjQ0tMwPqcEuZoPDi8GDBxMcHFzmx+DBg4uX19wVbvHU5YCqivqsMbnP5DZQn1Xqc5/JbaA+q0zuM7kN1GeVyX0mt4H6rDK9z10uHXExb948nn/++Sv+XdPoVJFy5OdCUaGOpBARERERERGjuHTExbJly67675pm0qRJbN++3e4Ms+lIChERERERETGIS0dcNGnShDfffJMePXpQUFBATEwMRUVFVyzXs2dPjweKiIiIiIiISO3l0sDFq6++yh//+EcSEhIoLCykV69eVyzjcDgoKCjweKAn6VQRERERERERkZrFpVNFfvOb33D48GHy8vJo0KABhYWFV3yYPmgBOlVEREREREREpKap9FVFunbtWhUdIrVCSEiI3QnlUp81JveZ3Abqs0p97jO5DdRnlcl9JreB+qwyuc/kNlCfVab3uavSAxd79+6tig6RWsH0ayqrzxqT+0xuA/VZpT73mdwG6rPK5D6T20B9VpncZ3IbqM8q0/vcVemBi5osMjKSsLAwuzNERERERERExEW1auBCc1yI3eLi4uxOKJf6rDG5z+Q2UJ9V6nOfyW2gPqtM7jO5DdRnlcl9JreB+qwyvc9dtWrgQsRu8fHxdieUS33WmNxnchuozyr1uc/kNlCfVSb3mdwG6rPK5D6T20B9Vpne5y4NXIiIiIiIiIiIsTRwISIiIiIiIiLGqlUDF5qcU0RERERERKRmqVUDF5qcU0RERERERKRmqVUDFyIiIiIiIiJSs2jgQqQahYSE2J1QLvVZY3KfyW2gPqvU5z6T20B9VpncZ3IbqM8qk/tMbgP1WWV6n7s0cCFSjTp37mx3QrnUZ43JfSa3gfqsUp/7TG4D9Vllcp/JbaA+q0zuM7kN1GeV6X3u0sCFiIiIiIiIiBhLAxci1SguLs7uhHKpzxqT+0xuA/VZpT73mdwG6rPK5D6T20B9VpncZ3IbqM8q0/vcVasGLnQ5VLFbfHy83QnlUp81JveZ3Abqs0p97jO5DdRnlcl9JreB+qwyuc/kNlCfVab3uatWDVzocqgiIiIiIiIiNUutGrgQERERERERkZpFAxciIiIiIiIiYiwNXIiIiIiIiIiIsbztDhCpCsnJyRUu4+/vT2BgYDXUiIiIiIiIiLs0cCHXlovZ4PBi8ODBFS7ayD+AhONHq3XwIiQkpNrW5Q71WWNyn8ltoD6r1Oc+k9tAfVaZ3GdyG6jPKpP7TG4D9Vllep+7NHAh15b8XCgqhLBZ4FvOgEROKpnbF5GRkVGtAxedO3eutnW5Q33WmNxnchuozyr1uc/kNlCfVSb3mdwG6rPK5D6T20B9Vpne565aNXARGRlJZGSk3RlSHXwDwa+p3RUiIiIiIiJiUa2anHPSpEls377d7gypxeLi4uxOKJf6rDG5z+Q2UJ9V6nOfyW2gPqtM7jO5DdRnlcl9JreB+qwyvc9dtWrgQuRyycnJJCQklPlx9OjRcu8v+UhNTXVpffHx8VX8iqxRnzUm95ncBuqzSn3uM7kN1GeVyX0mt4H6rDK5z+Q2UJ9Vpve5q1adKiLi5Ooknl51oLCgwqezY6JPERERERGR2kADF1I7uTKJZ+ox2PuasRN9ioiIiIiI1AYauJDarbxJPLNTK15GREREREREqpTmuBARERERERERY2ngQkRERERERESMpYELkWoUEhJid0K51GeNyX0mt4H6rFKf+0xuA/VZZXKfyW2gPqtM7jO5DdRnlel97qrRAxd5eXn8/Oc/JyAggI0bN9qdI1Khzp07251QLvVZY3KfyW2gPqvU5z6T20B9VpncZ3IbqM8qk/tMbgP1WWV6n7tq9OSc3t7ebNy4kVWrVtmdIiIiIiIiIiJVoEYfceFwOGjZsqXdGSIui4uLszuhXOqzxuQ+k9tAfVapz30mt4H6rDK5z+Q2UJ9VJveZ3Abqs8r0PnfZPnCxYsUK+vbtS7169bjrrrtK3ZeXl8fUqVMJDAwkMDCQadOmkZ+fb1OpiHXx8fF2J5RLfdaY3GdyG6jPKvW5z+Q2UJ9VJveZ3Abqs8rkPpPbQH1Wmd7nLtsHLlq1asXcuXN55JFHrrhv4cKF7Nq1i9jYWGJjY9m5cycRERE2VIqIiIiIiIiIHWwfuBg1ahR33XUXTZs2veK+tWvXMnfuXFq2bEnLli2ZM2cOa9assaFSREREREREROxg7OScaWlpJCcn07t3b+dtvXv3JjExkfPnz9O4cWMA7rnnHvbv30/Dhg3Zt28fixcvtitZxGNSU1PJyMiocDl/f38CAwOroUhERERERMQexg5cZGVlARAQEOC8reTfmZmZzoGLf/3rXxU+V3h4OAsWLCh1W1RU1FWXDQkJcV5CJi4ursxzhKpyOamZjh49yoEDB656X2U+D5o3b0774A5kZqRXuM5G/gF8vGUzZ86csbxeLXdtL1dCfepTX9nUp77qXi4uLs7o7x/qu3b7oqKijP75RX3Xdp87HEVFRUUeeSaLwsPDiY6OZtOmTUDxEReBgYEcOXKEDh06AHDkyBE6duxIenq6c+DCHQ6HA0Ne9hUSEhIIDg6GEUvA78rTZ5xSDtFqxyK2+TXj1rBZnPRtUuZy7Fjk0vNpOTef68I52DyD48eP0759+7KXo/iLyJ133lnuMs7PgbBZ4FvO0RQ5qbB9kUvrdZUrfXZSn/tMbgP1WaU+95ncBuqzyuQ+k9tAfVaZ3GdyG6jPKtP73P1d3NgjLpo0aUJQUBDR0dHOgYvo6GjatGnj9qBFZGQkkZGRHqwUqZxL//JYId/A8gdMqkCl+mygPveZ3Abqs0p97jO5DdRnlcl9JreB+qwyuc/kNlCfVab3ucv2yTnz8/PJzc0lPz+fwsJCcnNzuXjxIgAPPfQQL7zwAqdPn+b06dNERETw8MMPu72uSZMmsX37dg+Vi1Se6acDqc8ak/tMbgP1WaU+95ncBuqzyuQ+k9tAfVaZ3GdyG6jPKtP73GX7ERcLFy4sNf+Er68voaGhbN++nXnz5vHjjz/SpUsXAMaPH8/s2bPtShUxUnJycoXLaBJPERERERGpqWw/4iI8PJyioqJSHyVHRfj4+LBy5UrS0tJIS0tjxYoVeHu7P9YSGRlJWFiYZ8JF3BAXF+e5J7uYDQ4vBg8eTHBwcLkf7YM7kJqaWr19VUB97jO5DdRnlfrcZ3IbqM8qk/tMbgP1WWVyn8ltoD6rTO9zl+0DF9VJp4qI3Tw1qy4A+blQVFg8ieeIJWV/hM0iMyPdpcurerSvCqjPfSa3gfqsUp/7TG4D9Vllcp/JbaA+q0zuM7kN1GeV6X3usv1UkeqkyTnlmmTDJJ4iIiIiIiLVRUdciIiIiIiIiIixatXAhYiIiIiIiIjULBq4EBERERERERFj1aqBC11VRERERERERKRmqVUDF5rjQuwWEhJid0K51GeNyX0mt4H6rFKf+0xuA/VZZXKfyW2gPqtM7jO5DdRnlel97qpVAxciduvcubPdCeVSnzUm95ncBuqzSn3uM7kN1GeVyX0mt4H6rDK5z+Q2UJ9Vpve5q1ZdDlWkKiUnJ1e4jL+/P4GBgdVQIyIiIiIicm2oVUdcaI4LqRIXs8HhxeDBgwkODi73o227YFJTU+0uLlNcXJzdCeVSn/tMbgP1WaU+95ncBuqzyuQ+k9tAfVaZ3GdyG6jPKtP73FWrBi40x4VUifxcKCqEsFkwYknZH2GzuJCVQUZGht3FZYqPj7c7oVzqc5/JbaA+q9TnPpPbQH1WmdxnchuozyqT+0xuA/VZZXqfu3SqiIin+AaCX1O7K0RERERERK4pteqICxERERERERGpWXTEhUg1q2gST1cm+RQREREREaktatXARWRkJJGRkXZnSG11ySSeIiIiIiIi4ppaNXAxadIkJk2ahMPhsDtFaqNLJ/H0LeeSqKnHYO9r1dclIiIiIiJisFo1cCFihIom8cy273KpISEhtq3bFepzn8ltoD6r1Oc+k9tAfVaZ3GdyG6jPKpP7TG4D9Vllep+7NDmniDh17tzZ7oRyqc99JreB+qxSn/tMbgP1WWVyn8ltoD6rTO4zuQ3UZ5Xpfe7SwIWIiIiIiIiIGEsDFyLiFBcXZ3dCua6VvtTUVBISEir8SE313GlD18q2s4v6rDG5z+Q2UJ9VJveZ3Abqs8rkPpPbQH1Wmd7nrlo1cBEZGUlYWJjdGSLGio+PtzuhXNdCX2pqKu2DOxAcHFzhR/vgDh4bvLgWtp2d1GeNyX0mt4H6rDK5z+Q2UJ9VJveZ3Abqs8r0PnfVqsk5dVUREbFbRkYGmRnpFV9dJieVzO2LyMjIIDCwnOVERERERK5xtWrgQkTEGBVdXUZERERERIBadqqIiIiIiIiIiNQsGrgQEREREREREWNp4EJEREREREREjKWBCxFxCgkJsTuhXOpzn8ltoD6r1Oc+k9tAfVaZ3GdyG6jPKpP7TG4D9Vllep+7NHAhIk6dO3e2O6Fc6nOfyW2gPqvU5z6T20B9VpncZ3IbqM8qk/tMbgP1WWV6n7t0VRERcUpNTSUjI6PC5fz9/V26RKddz1dQUECdOnU8tl5XudKXnJzssfVVhqffCxERERGR6lKrBi4iIyOJjIy0O0PESKmpqbRtF8yFrIp/uW3kH0DC8aPl/oKbmppK++AOZGake+z5XO3Dqw4UFnhkva6qVF818/R7WxXi4uKM/guB+qwxuc/kNlCfVSb3mdwG6rPK5D6T20B9Vpne565aNXAxadIkJk2ahMPhsDtFxDgZGRnFv9iGzQLfcn5pzUklc/siMjIyyv3lNiMjo3jQwoPP51Jf6jHY+5rH1uuqSvdVI0+/t1UhPj7e6G+y6rPG5D6T20B9VpncZ3IbqM8qk/tMbgP1WWV6n7tq1cCFiLjANxD8mtbc58tOrZr1usrVPjvYtU1ERERERCzQ5JwiIiIiIiIiYiwNXIiIiIiIiIiIsTRwISIiIiIiIiLG0sCFiIiIiIiIiBhLAxciImK7kJAQuxPKpT5rTO4zuQ3UZ5XJfSa3gfqsMrnP5DZQn1Wm97lLAxciImI70y/bpT5rTO4zuQ3UZ5XJfSa3gfqsMrnP5DZQn1Wm97mrxg9cvP7669xyyy2EhYVx7Ngxu3NERERERERExINq9MBFamoqq1ev5vPPP2fJkiU888wzdieJiIgb4uLi7E4ol/qsMbnP5DZQn1Um95ncBuqzyuQ+k9tAfVaZ3ueuGj1wsXfvXsLCwvD29qZfv34cOnTI7iQREXFDfHy83QnlUp81JveZ3Abqs8rkPpPbQH1WmdxnchuozyrT+9xl+8DFihUr6Nu3L/Xq1eOuu+4qdV9eXh5Tp04lMDCQwMBApk2bRn5+vvP+tLQ0mjRp4vx/YWFhtXWLiIiIiIiISNWzfeCiVatWzJ07l0ceeeSK+xYuXMiuXbuIjY0lNjaWnTt3EhER4by/SZMmpKenO//v5WX7yxERERERERERD/K2O2DUqFEAREdHk5ycXOq+tWvX8pe//IWWLVsCMGfOHP70pz8xf/58APr3789zzz1HQUEBBw4coGPHjtUbL1KDXL5/Vfb+a5Urr9vf35/AwMBqqKk5UlNTycjIqHA5V7ddZmYmCQkJHnu+a4Wr2zkzM9OW9da298Nkes9qHn3dE6ke+vp4bbB94KIsaWlpJCcn07t3b+dtvXv3JjExkfPnz9O4cWMCAwN58MEHGTx4MD4+PqxZs+aqzxUeHs6CBQtK3RYVFXXVZUNCQpyXkImLiyvzHKGqXE7Eoy5mg8OLwYMHe/Rpjx49yoEDB656X0hICPXr17f1+SpUie3SyD+Aj7ds5syZM9XX9x8VbRdXvr40bNiw0ust7/muv/56hg0fQWZG+lXvv1Qj/wASjh/l7Nmz5T7flEcfIyf7gkeeryq+Ppeozu8LldnOvg38GDlypEe2i6ffX7u2n6vLXaqm9mVmZvLY47/jQlbFP5j7NfQn8YfjBAYGavvZ2JeZmeny1z3fBn5s2/opAwYMqPbXERcXZ/vPxeqrmuWioqKM+L2nqvsqu6/9v1X/Q9++fbX9qmG5ynIUFRUVeeSZLAoPDyc6OppNmzYBkJSURNu2bUlJSaFp06YApKSk0Lx5c5KSkggKCnJ7XQ6HA0Ne9hUSEhIIDg6GEUvAr2nZC6YcotWORWzza8atYbM46dukzOXYscil59NyBqyzKpcLmwW+5Ywipx6Dva9V/HwXzsHmGRw/fpz27duXuZjLn8uefj5Pb5ecVNi+qPr7XNwurqiy98LT285Dz1cVoqKiuPPOO6t1nXZtl6pYrx3bz1Umt4FrfXbuQ9fC9rODvu5Zpz73mdwGnu2rbd/TwPw+d38XN/aIi5K/EJ4/f945cHH+/HkAGjVq5NZzRkZGEhkZ6ZE+kRrHN7D8X1qzU6uvxSQVbRcpm6e3ncHvxaVHDVQ7u7aLB9dr6/argMltUMk+Gz5XrqntZwd93XOb+txnchtUUV8t+Z4G5ve5y9jZLJs0aUJQUBDR0dHO26Kjo2nTpg2NGzd26zknTZrE9u3bPVQoIiK1hU7ls8bk7WdyG6jPKtP7TGb6tlOf+0xuA/VZZXqfu2wfuMjPzyc3N5f8/HwKCwvJzc3l4sWLADz00EO88MILnD59mtOnTxMREcHDDz9sc7GIiIiIiIiIVBfbBy4WLlyIr68vL7zwAu+99x6+vr4MGzYMgHnz5jFw4EC6dOlCly5duOWWW5g9e7bb64qMjCQsLMxD5SIiUlvExcXZnVCjmbz9TG4D9Vllep/JTN926nOfyW2gPqtM73OX7QMX4eHhFBUVlfooOZ3Dx8eHlStXkpaWRlpaGitWrMDb2/1pOXSqiIiIuMNTM2LXViZvP5PbQH1Wmd5nMtO3nfrcZ3IbqM8q0/vcZfvAhYiIiIiIiIhIWWrVwIVOFRERERERERGpWWrVwIVOFRERERERERGpWWrVwIWIiIiIiIiI1Cy1auBCp4qIiIiIiIiI1CyOoqKiIrsjqpvD4bA7QURERERERKTWcWcIolYdcXGpyy/BerWP0NBQW5arTJ8ry9rZZ/r2q8lt6lOf6W3qU19l+kxuU5/6TG9Tn/pMb1Of+i7tc0etHbgQEREREREREfNp4KIckyZNsmU5V6nPGleez+S2qljOVeqzxpPrNbmtMsu5Sn3WmNxncltVrFd91bOcq/QzgfvUZ41+JnCf+qwxve8KRbXQs88+a3dCuSrTZ8druZa2X3Uzua2oSH1WmdxncltRkfqsUp/7TG4rKlKfVSb3mdxWVKQ+q0zuM7mtqEh9Vl2rfbVyck4RERERERERqRl0qoiIiIiIiIiIGEsDFyIiIiIiIiJiLA1ciIiIiIiIiIixNHAhIiIiIiIiIsaqdQMX58+fp7Cw0O4M677+GpKTq3WVX375JceOHQPAxDldt23bRkxMjN0ZZTpx4gQ5OTl2Z4iIiIiIiNQotWbg4vjx4wwePJi7776be+65h7Nnz9qd5J7vv4chQ2DQIIiPr7bVfvjhh/Tv35/FixcD4HA4qm3dFTlx4gShoaGMHz+effv22Z1zhWPHjhEaGsrdd9/N8OHD2bNnj91JVzB5MM/EQbJL/fjjj3YnlOvUqVNGN168eNH5b9Pe6+PHj/Pdd9/ZnVGmxMREjh49atx2Azh8+DBLliwhLy/P7pSrio6OJjw8nLi4OLtTrurw4cN8/vnnnDt3DtC+URkm7xegfcMqk/cNk/cL0L5hlcn7hsn7BXhu36gVAxdZWVlMmDCBnj17snLlSk6cOMGUKVP4/vvv7U5z3cWL8OijMGAAhIZCUBCkphbfVw2/dGZkZDBw4EBOnjzJpk2b/rNaM37ZnTt3LsHBwZw6dYrf/va3dueUcvr0acaOHUv//v3ZsWMH1113HS+99BKZmZl2pwHF+8bUqVP5/e9/z+bNm8nOzgbM+IKXlZXFzJkzmTdvHh999JHzaBUT2kqsWbOGtm3bEh0dbXfKFS5cuMC4ceMYNmwYBw4cMGZ/LZGVlcVjjz3GxIkTWbp0Kenp6TgcDiPe37y8PCZMmEC/fv144IEHeOCBB4iNjQXM+Lp34cIFHnjgAcLCwpg0aRKTJ08m/j8D2SZsv9zcXGbPns3MmTPZsWOH3TmlFBYW8tRTT/Hzn/+cwsJCGjRoQEFBgd1ZThcvXmTixIn8/Oc/Z+7cuYwcOZJ9+/bhcDiM+Nwzed8wfb8A7RtWmLxvmLxfgPYNq0zeN0zeL8Dz+0atGLj44YcfyMvL4+mnn6ZLly689dZb1K9f3+hRvVIyM6F7d0hKKj7KIjwcRoyArVuL7/equrex5AtadnY2zZo1o1u3bvzjH/8gMzMTLy8v27/gnT17lpiYGCZNmgTAm2++yfr16/nhhx9s7Spx8OBBvL29mTFjBr6+vixZsoQdO3aQn59vdxqJiYncfPPNnD59GofDwZw5c5g2bRpg/xE1b7zxBsHBwZw+fZr09HQWLFjAokWLjGi71KFDh8jJyWH58uXGfBMDyMnJYfTo0Vy4cIHPPvuMW2+9Fa8q/DpRWQcPHqRPnz7k5uYycOBA3nrrLaZPnw6Y8f5+9NFHJCYmkpSUxKpVq3A4HIwdOxbA9u2YmJjI3XffTU5ODvHx8cyfP5+cnBxeeuklwIztV79+fW644QY6duzIzJkzycrKsjvJ6dChQ3z99dfs37+f5557jrZt21KnTh27s5xWr17NqVOnOHv2LOvXr6dXr168+OKLgP2fe2DuvlET9gvQvmGFyfuGqfsFaN/wBJP3jddff93Y/QI8v2/Y/4qqQZ06dYiNjcXhcPDiiy/y5ptvctttt5GWlsb7779vd17ZSgYFGjWCzz6DDz+EFi2Kb8vLg/r1i/9dhSNqJV/QcnJyuP/++wkNDeXHH3/kf//3f0vdb5ecnBySk5OpV68eo0aN4s9//jPr169nzJgxbN++3dY2gObNm/NQBP14AAAd1UlEQVTVV1/xzTffABAXF8eAAQOIjo4mLS3N1rb9+/fj5+fHxo0befXVV/nrX//Khg0b+Oc//2lr1w8//MDu3bt59dVXeeONN1i6dCnjx4/n66+/Jj093dY2KB7MKxmkaNu2LatXryYyMpItW7bYXPZf0dHRJCYmEhUVRdOmTfnqq684efKk86gVu0fhd+/eTdu2bYmMjOTJJ5/k6aefJjk5mYyMDNuasrKynAOx+/fv58KFC/j6+uLv788LL7xAYWEhs2fPBuz5C1XJD3FFRUUMGzaM1atX4+Pjw9ChQ+nevTve3t6APe/tpT9gFhQUkJGRwQ8//MDOnTs5fvw4q1evrvamS13at23bNpKSkujSpQtRUVGMHTuWpUuXsnv3bsC+97bkfYuJiXH+MNeuXTu6du1Kjx49nMva0ZeWluYcbP/qq6+M2jdKvo8WFRUxfPhwXn/9dWP2i5K+knUXFhYat2+kpaU5v5999tlnxu0baWlpzj8wfvvtt0btG19++SVHjx51/js7O9uY/QJg3759JCYmUq9ePYYOHWrU9wwoPW9efn4+mZmZRu0bl/Zt3bqV5ORkY/aNL7/8kiNHjgDF3zNKBlFM2C+geHqBklP3v/76a4/uG7Vi4KJz585069aNFStWcMstt/DBBx8wZMgQmjVrxubNm0udY22ExER45BGYPx/+c1oGrVtDQUHxKSMAvXvDu+8W/7sajrg4c+YM0dHR3HbbbQwdOpQ33niDAQMG8PHHH1fZul3Rrl07unTpwtSpU+nYsSMHDx7kgw8+IDQ0lFWrVtk+Ytu7d2+WLFnCu+++S7du3Rg7dizdunXjscce46mnnqrWX9QSExPZtm2b8/8NGjQgJyeHhIQE3nzzTZKSkli2bBnTp0+v9iNCEhMT2fqfI4gCAgK44447uOOOOygoKMDb2xtfX18yMjIICAio1q5L+0q2XVFRkfObxKZNmxgwYAAzZszg6aeftu2oi8vf23r16pGTk8O3337L6NGjGTVqFBMmTGDcuHFA9Y/CX9pXWFiIw+Hgxx9/5Pjx40DxPDXdunXDx8enWrug+LzQESNGMHHiRMaPH09KSgo/+9nPaNOmDdu2bWPRokX89a9/5bXXXuOVV15xntJS3X0PPPAAEydOpH79+owfP54mTZo4f6D38vLi1KlTzn9Xd9vEiRO5//77SUlJwcvLC39/f7Kzs8nJyeGFF17ghRdeAIonx67Ooxwv7bvvvvs4d+4cbdq0oVOnTsyfP5958+bRs2dP9uzZw29+8xvS0tJseW8nTJjAhAkTOHv2LL169SI/P5+oqCgSExNZu3YtR48e5aWXXiIvL6/a+4YNG8bEiRO59957SUpKIjg42Ih9o6TtgQce4N577wXg/vvvJzAw0Pn9y6794tK+iRMncs8995CUlITD4TBq37i0Lzk5maCgIKP2jWHDhjFhwgTuv/9+EhMT6dmzpzH7xuXzvnXq1ImWLVvavl9c2jdgwAD+/Oc/c/311/Pggw/SpEkTI/aNkr7+/fvz5z//GQBvb28aNWpETk6O7fvG1frat2/Pz372M5599lnb942StpIjZm688UZyc3P597//bft+cfjwYW699VYmTpzI+fPngeJt17p1a4/tG7Vi4AKK50FYuXIlrVu35osvvqBdu3aEhYWxdetWW35YLtP8+dCzJ/j5gcMBs2fD3/5WfF+dOlC3bvG/u3WDdu3gP+cJVZWST6iioiKGDh0KFP+1dOfOneTm5jJs2LAqXb8rnn76ab777jtSUlIoLCzEx8eHO+64g++++86IU0aeeuopHn/8cTp37syJEyd48cUXWbNmDXFxcXzxxRdVvv6ioiIWLlxIx44dmTp1KklJSUDxL5Dt2rXj448/5uDBgyxfvpyxY8ficDh47bXXnMtUV9u0adNITEykcePG3H777fj5+Tm/oTZq1IgbbrihWprK6ps6dSrJycl4eXk5Bzt79OjBhQsXePHFF0lMTGT58uW89tprHDp0yJa+kvc2IyODXr16sWzZMoKDg0lISGDRokXs37+fhQsXAtWzHS/vS0xMxMvLiz59+jB48GAef/xxxowZw4wZMzh69Ch9+vThL3/5i/OxVe31118nLCyMPn36MH/+fGJjY5k9ezbXX389WVlZxMXFcdNNN9G5c2fCwsLo1q0bL7/8si194eHhHDx4kN///ve0aNGCoqIi51/MYmJiuPPOO52Ps2Pbff/990ydOpWCggJOnz7NuXPnaNq0KY8//jgBAQEEBwdz9913c/r06Spvu1rfd999x8yZM6lfvz75+fl88sknrF69mnnz5rFhwwa6devGH/7wB6B69o1L+5599lliYmKYOXMmY8aM4Xe/+x1r167lZz/7GcOHD+eOO+7gjTfecJ4SWR19ixcvZvDgwfTq1Ys33niD2NhYFi5cSKtWrcjIyLB137i0bf369Rw8eJBnnnmGli1bUlhY6BxYtmO/uLzvjTfe4LvvvuPpp58G/jtZsp37xtX6FixYgJ+fH3l5ebbvG5f2/e1vfyMmJobnnnuOe++9l8cff5x169bZum/Af+d9O3HiBFu3bqVnz55cuHDB9u8Zl/clJiby7rvv0rx5cyP2jcv7Tp06xbv/+SPsqVOnSElJsXXfuLzvxIkTfPrpp7Rv356CggI+/vhjW/eNS9uSk5P5+OOPmTJlClOnTmXNmjW2f8/o3r07vXv35ty5c87fGdu2bevRfaPWDFwMHz6cX//614wePdo54tinTx/8/f3NucLIgQOQkQGffw5Ll8Lvfgf16sGll9AseXN9fCAhARo0qJa0goICJkyYQLNmzfjxxx95+umnady4sRFX8RgyZAhjxozhiy++cJ5KEBoaavv8G5fasWMHX375JYGBgQAMGjSI3NzcajmCIDo6muPHjxMeHk7Pnj2dvxj+8pe/xMfHhyNHjjB06FA+++wzGjduzNSpU50TsFb1SPzlbcuXLwe4YpLGLVu20LZt22ppKq9v6dKlANT9zwDirl278Pb2xuFw8Ktf/Yo//vGPREVF0aZNG1v6St7bW265BR8fH9544w26deuGw+Hg5ptv5pVXXmH58uUUFhZWy3Ysa/vdfPPNvPrqq4wePZq0tDTnaXvz5s1j5syZ1fZXgoSEBJ599lkiIiLo3bs3GzdudB5NFhwczL59+7j55puZNGkShYWFhIaGcurUKVv73nnnHee8NCX7SEpKCjfeeKPzcdVx2eXL295++23eeecdzp49S4sWLWjTpg3JycmsWbOG5ORkkpOTeeaZZ6pt37jatlu/fj19+/ald+/e7Nu3j8OHDzuXnzJlCnv37iUrK6ta9o3L+9555x3Wr1/PxYsXGTVqFP369eOZZ57hpZde4t577+Xll1/mvffeIz09vVr6GjRowPvvv8+SJUsIDAykZ8+eHDhwgKFDh9KhQwf2799P3759bdk3rtZWcsi+l5eXc/127BdX6+vRowdHjx7F4XDQsmVL2rZtS2Jiom37xtX6YmJiuPXWW+nTpw9ffvmlc+JGqP5942rv78GDB2nSpAljxozh5ptvZubMmbbsG5fP+9a9e3dWr15N165d6dixI1988YWt3zOu1rdhwwbnvHQlv//YtW9cbd68DRs2cP78eVq2bEmrVq1s/b5xte23Zs0aOnXqRN++fdm7d69t3zcub+vRowdr1qzh/PnzjBkzhhtvvJFZs2bZ9j0jPj6eX/7yl84jQT744ANiY2MZPHgwwcHBfPXVVx75nlFrBi7q1q3LmjVryMzM5Pbbb2fJkiWMGjWKAQMG0KxZM/vC/u//4KOPiv/dsWPxxJs9e8KuXdC/f/ERFXXqwH8OqXYOXNx8c/Ggxuefl769ivTr149OnTqxdu1adu3axcMPP8ygQYNsO3T/UvXr12fFihXOCQkjIiK46aabCAkJcf6ya7cRI0aQmprKnDlz2LRpE/369aN169Z06NChytfdtWtXpk2bxrRp0wgLC2PPnj3s2rWLevXqMX78eL788ktiY2Odf73Nz88nKCiIoqKiKh+lvbxt9+7dzqNQSk4pyMnJYffu3UyePBmATz75hL+VHIVUxcrry8nJoX///nzwwQe0a9eOmJgY2rdvT7du3fD19bWlr+S9rVu3Lg8//DAdOnTg66+/di7fokULevTo4bxclh19JdsvLy+Po0eP0qJFC/z8/IDiU6u6d+9ebUdK/e53v+Puu+8Gimfm9vHxoVevXjgcDp544gnOnj3LunXrOHPmDHXq1OHUqVN07ty52o7Su7zP29ubfv36/f/27j0qqnJ/A/gzgIhLNPCGohwNYUEqeEUHRB2g0nQ5xy6aHlZE5NJSK/FC3kpMRbvoUc9SXCdPonkptUgUbwm5yLUEXAlTXiiVhR00KfGyhAS5fH9/7DOjIKg/GXm39nz+Ys9sZx73yzub/Z13vy/KysoAaBdpRUVFKC0tRc+ePfHdd9/Bx8fHViBSka2iogLnzp3Djz/+CKPRiISEBBw9ehRPP/004uPjUV5e/tCz1ZXP2rYAEBMTA5PJhJSUFNsXF9ah6a6ursryBQUFoby8HFevXrXNi2S9/SwnJwcvvvgiWrRo0Sj5Jk6ciH79+uHkyZPo0aMH0tLSEBISgkOHDmHEiBG4fPkyNmzYoKRv1M528OBBmEwmJCcn2z47Ll68iJKSkkbvF3fLt3PnTmRkZODkyZMICQnB4sWLlfSN+to2PT0dEREReOaZZ7B7924UFRUBaPy+UVe+sLAwJCcnw2Kx4KeffoLBYFDSN2rP+2YymfDbb79hz549WLlyJa5cuYL169fj4sWLSs4Z95qXrkmTJkr7Rn35UlJSAACnTp2C0WhU1jfqa9/U1FR8+OGHiIiIQEpKipK+Ud+xs37ReOLECYiIrTjV2OeMWbNmoaysDOPHj8dTTz2FWbNmYcyYMbaVFe12zpC/mOPHj8uaNWvEbDbLsmXL1AX54w+RF14QadFCZOPGO59fsUJk8WKRoiKR/ftFvL1F9u7VnqusFCkuFunfX+STT0Sqqx963Js3b9bYrm6E9/z/slgssnz5chk5cqQsX75cdZw77NixQ6KiosRoNCr73cvLy5Po6GgZO3as7bH3339fBg0aJDNmzJD8/HwJCQmR+Ph4ZdnGjRtne6y6ulouXLggkZGRkpeXJ8OHD5fWrVvL559/rot8wcHB4urqKqtWrRIRkezsbOnUqZP88ccfyvLVbtu+ffvKtGnT5OzZsxIRESHjx49v9Gy357v9+L3zzjsyZswY2bNnj1y9elUiIiIkMjLyjs+bh62qqkpERLKyssRoNEplZaWIiKSmpsqQIUOkd+/eMmTIEOnYsaNkZmY2arba+YKDg2t8/m7cuFECAwPFbDZLmzZtJDExUWk267GbO3eufPrpp7b9zp8/L1u3bm3UbLXz3d62KSkpYjQaJTAwUMLCwsTT01MOHDigNF9wcLBte+HChWI0GiU6OlrMZrN4enrKnj17Gj1fZmamJCcni4jIlStXxGw2y4wZM2TVqlUydOhQ6dWrl7K+UTvbqFGjZMKECfLrr7/Ktm3bJCAgQFm/qCuf2WyWuXPnyssvvyybNm2y7aeqb9TXtsuXLxeTySQBAQFK+0Zd+eLi4iQ6OlpMJpO8+uqrjd43rJ+97733nsyZM0dERJYsWSImk0meffZZefvtt2XYsGHKzhl15Vu6dKmEhYXJgAEDJD09XbZv367snFFfPpPJJCNHjpR+/fop7Rv3at9JkyZJWFiYkvPG3Y7d0KFDJTQ0VEwmk7z22mvKzhkJCQni7+8v69evFxGR06dPy7Bhw2TOnDmyfv16CQ8Pb3Df+MsVLqyUXngnJYk0by7yj3/cf9FhyhSRvn1rPrZjh1bEaESVjfx+D0KPRRWrqqoq5cdw27ZtEhoaKhs2bBARrSiVnJwsYWFh4uvrKxMnTlSe7fYT1/79+8VgMEizZs1kypQpyrKJ3Mpn/VC+vUBhveBQqXbb3rhxQ7Zu3SoDBw4UX19fmTRpkq7ynT17ViZMmCD9+/cXLy8vmTx5stJ8S5culZiYmBqPFRcXy1dffSUrV65UlOqWuvItXrxYXFxcZPr06YpSaerKZlVWVtbIae5UV76ioiLZsmWLrFixQlGqW2rnKy0tlbS0NJk7d6588MEHCpNprJ9vu3btEh8fH8nJyZHi4mLZvn27rXCrOltqaqp07txZcnNzZfHixeLs7Ky8X4jcyrdz507x8/OTY8eO2Z4rLy9XFcvm9rb19fWVY8eOSVFRkWzatEkXn3vWfCkpKdK9e3fJyMiQtLQ0mT17trK+MW/ePElPTxcREbPZLAaDQfr+72/0S5cuKe8XtfM5OTlJQECAiIgsWrRIed+o6/gFBQXV2Edl37hb+168eFFp36grW3BwsIiIHDx4UGm/KC8vl+zsbBG51W+//PJL6datm5SUlNjlnOH0cAaM6J/SZTzPngUCAoB//lObgDMtDXB3B7y8AOttK9Yh+tXVgJOTNilnx45AWZk2v4WjI/Dii40eXS/rFt+N6iVa70blmsoiAoPBgIEDByIzMxM7duxAVFQU9u/fj549eyI9PR3Xrl3DE088oTzbtm3bEBkZiW+//Rbp6emIjY3F1KlTG+0+x3vl+/rrrxEdHY0jR47A398fvr6+Sn/v6mvbtLQ0DBgwAKNHj0ZJSYmStr1bvjNnzmDq1Klwc3ODo6Mj2rVrpyRfVVUVHB0dkZubixdeeAEAsGbNGvzyyy+Ij4+3PaZKXflWr16NS5cuoU+fPigoKICHh4dusiUmJuL06dN499134eHhgaZNmyrJVl8+a9suWLAA48aNU5atvnyrV6/GmTNnkJCQgPDwcKX5rKzz4nh7e6O6uhpNmzZFq1at8NJLL6mOZsvWpUsXODg4oF27dhg+fDhiYmLQ3rqEvA7y+fj4oLKyssathNb5klS6vW2rqqrg4uKCdu3aITIyUnU0ALfyde3a1XZ/v7+/P8LCwpSdd63zvpWXl8PPzw+zZ8/G999/j8zMTBiNRuX9ona+uLg4ZGRkIC8vD2azGa+//rrSvlHX8Tt8+DCysrIwYMAAAGr7xr3aV2XfqCtbRkYGsrKyEBERgfDwcGX9wtnZGf369bPldHBwgJeXF5o1a4aSkhJ4eHg0uG/8ZQsXSlRXa0uXxsYC2dnAzJnA8ePAtWuAhwdw9Srw738DAwdq+1mLFidPAgcPAuPHAy4uqv8X9IiyTubn6emJqKgovPLKK3BycoK3tzd27doFAMoubOvK5uDggICAAGzevBk9evRQkutu+ZycnODj44OdO3fa9tFbPm9vb+zevRuOjo7K2ra+fI6OjujatSt2796NDh06KMsGaAXZyspK3LhxA4WFhRg0aBDOnTuHzz77TBfz+NSVr6CgAElJSYiIiNBdNuuxU1VMuVc+68SIKvvE/eRrrLly7qW0tBQODg6wWCyIiYlBWFgYunTpojoWgLqzubu7K/9Msaqdz2QyoXPnzqpj2ei5bYE784WHh9vmLlN5zg0KCkJmZiZiY2MxcuRI29Le1gnYVasrn3VVEX9/f9Xx6j1+7u7uipNp9Ny+9WWz/q2i+stbg8GAmzdvwtnZGTk5OZg0aRJGjBhhv78HGjAihB6EdTh5UpKIr682R4WINpfFyy+LREWJFBSIXLoksnatyEsviTzxhMiSJeoy02OltLRUQkJCpEWLFrJ27VrVcWrQczYR5msoPeezWCxiMBikffv28tFHH6mOcwc959NzNhHma4iqqipJT08Xk8kkHTp0kI8//lh1JBs9ZxNhvobScz69z/vGfA2j53x6zmZ1/PhxGTx4sLi7u8sn1utcO3GMj4+Pt08JhO6bwQD06gX06weMGaM91rw58Le/AR9+qI2saN8e+PlnbbnTL74AFH+rRo+Po0eP4vr169i7dy+MRqPqODXoORvAfA2l53ytWrWCm5sbNm/ejCFDhqiOcwc959NzNoD5GsJgMKBt27Zo06YNVq9ejcGDB6uOZKPnbADzNZSe81lvm7YOh1f9LXdtzNcwes6n52xWrVu3houLC9atW2f3fmsQecjraP7VlJQA1mVxRLQiRX2sz1dUaPNWFBQAf/+7Vqh46qlbt5YQ2ZH8b74BPdJzNoD5Gkrv+YiIiIhInzjHhb2cPg28/TbQrJk2D8XKlbcm2qyPwQBUVmoTbZ47B0RFaaMwfH2151m0oIdAzxeOes4GMF9D6T0fEREREekTr4zt4dNPAZMJ6N0beP994NQpYMoUbSTF7aqq7vy3Fy4Azz+vrTISEgL85z/ahJxERERERERExFtF7GLuXKBzZ2DCBG37zBnA3x/473+B+5nZevt2rfBxrxEaRERERERERH8x/GrfHiZP1uaoAICbN7URE0FBQFlZzf2uXAEmTQKGDAHeeEO7TcTJCRg9uvEzExERERERET0CeKuIPXh6aqMlqqsBZ2fg99+1+Stqr4VdUgKcPQusWqVt85YQIiIiIiIiorvilbM9WSfT/O47bVWQ2hPReXkBGzZozxERERERERHRPXHEhT1ZJ9/MzQWGDdN+TkwEpk0Dioq0bRYtiIiIiIiIiO4bR1zYk6OjNm/FjRtAYSEwaJC2zOlnnwEeHqrTERERERERET1yuKqIvf34I9Crl1aomDYNmDlTdSIiIiIiIiKiRxYLF/ZWUQH861/a6iEuLqrTEBERERERET3SWLggIiIiIiIiIt3i5JxEREREREREpFssXBARERERERGRbrFwQURERERERES6xcIFEREREREREekWCxdEREREREREpFssXBARERERERGRbrFwQURERERERES6xcIFEREREREREekWCxdEREREREREpFssXBAREdEjpaCgAAaDAa6urpg/f77dXrdv375wcXFBr1697PaaRERE1HAsXBAREZFd9enTB998881Df5/CwkIsWLDAbq/3ww8/YO3atXZ7PSIiIrIPFi6IiIjIbioqKnDixAkEBgaqjkJERESPCRYuiIiIyC7Onz+Pli1boqKiAoGBgXB1dYXFYmm09zeZTFixYoVte9SoUYiPj7dtX758GWazGW5ubmjdujXCw8NRXV3daPmIiIjowTipDkBERESPh44dO2LdunVITEzE4cOHVce5w7Jly1BaWooLFy7A0dER6enpMBgMqmMRERHRPXDEBREREdlNTk4OevfubdtetGgRUlNT690/KysLx48fb4xoMBgMuHr1KvLz89G0aVM899xzLFwQERE9Ali4ICIiIrvJycmpsSqHxWJBz549691/y5Yt+PPPPxsjGuLi4mAymTB69Gi0bdsWU6dO5a0iREREjwAWLoiIiMhuLBZLjREXhYWF6NSpEwBgyZIliIiIgK+vL5KSkrBv3z4kJSUhLi4OCQkJdnn/8vJy28/Xrl2r8VzLli2xbNkynDp1CocOHcKGDRuwb98+u7wvERERPTwsXBAREZFdVFRU4MqVK7btkpISuLq62rbfeustpKWlIScnBxs3bsSwYcPQvXt3HDp0CHPmzLFLhpSUFJSWliI3NxdHjhzB9evXUVFRAQDYu3cvfv75Z4gInJycUF1djZYtW9rlfYmIiOjh4eScREREZBdNmjRBbGwswsPDUVlZiQMHDiAgIACAtqLHzJkzkZ+fj/Lycjz55JMoLCyEl5eXXTN4enrCz88Pbm5uSEhIwMKFC/H8888jNDQU+fn5mDx5Mn7//Xe4u7tj1qxZCA0Ntev7ExERkf0ZRERUhyAiIqLHT2JiIpo3b46oqChMmzYNRqMRY8aMQUJCApydndG9e3dkZWXVWLL0fpw7dw5+fn5wcXFBbGws5s+fD0BbDvWNN97A2LFjHyhv//79cerUKXTr1g1ZWVkP9BpERERkfxxxQURERA+FxWLBm2++CQAYOHAg5s2bh5SUFBQXF2P69Ono0qULZs6ciby8PHzxxRf3/bqdO3dGWVmZ3fNmZ2fb/TWJiIio4TjigoiIiB4LDR1xQURERPrEwgURERERERER6RZXFSEiIiIiIiIi3WLhgoiIiIiIiIh0i4ULIiIiIiIiItItFi6IiIiIiIiISLdYuCAiIiIiIiIi3WLhgoiIiIiIiIh0i4ULIiIiIiIiItItFi6IiIiIiIiISLdYuCAiIiIiIiIi3WLhgoiIiIiIiIh06/8Ab6rwa5Mi6h4AAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3XlcVPX++PHXsC/D6gqKgiio1y23rmaCml41S1NJzQ0zLUtv5lKuhaVmYWld0+4tFdc0Kk29WWaKaalXM1NRIDTEFSQE2WSb+f3hj/k2sQ0zwnzM9/Px4HFzzjKvOTN5mw/nfI5Gr9frEUIIIYQQQgghhFCQjbUDhBBCCCGEEEIIIcojAxdCCCGEEEIIIYRQlgxcCCGEEEIIIYQQQlkycCGEEEIIIYQQQghlycCFEEIIIYQQQgghlCUDF0IIIYQQQgghhFCWDFwIIYQQQgghhBBCWTJwIYQQQgghhBBCCGXJwIUQQgghhBBCCCGUJQMXQgghhBBCCCGEUJYMXAghhBBCCCGEEEJZ9+XAhUajsXaCEEIIIYQQQghxXzH3u7jdXe64Z8jghRBCCCGEEEIIob77duBCr9dbO6FccXFxNG/e/O7u9MoV8rt1w/HQIWjQwKJdVUvfXaRyn8ptIH2WUrlP5TaQPktJn/lUbgPps1RN9eXn53P9+nX8/Pywsan8hOa8vDxSUlJo1KiRSetbg06nU7YNpM8SKreB9FmqpvsKCwu5evUqPj4+ODg4VLq+uScQqHvEq0FUVBShoaHWzqhUfHx8tey3sKDgruynuvruFpX7VG4D6bOUyn0qt4H0WUr6zKdyG0ifpVTu02g0Sn/5EUIIU9ja2tbI89xXf1uGh4cTExNj7QwhhBBCCCGEEEKY6L4auBBCCCGEEEIIIcS9RQYuhBBCCCGEEEIIoSwZuBBCCCGEEEIIIYSyZOBCCCGEEEIIIYSSIiIiePTRR+nbty8PPvgg0dHRpKSk0L17d3r06MHw4cMpKiri2LFjTJgwAbgzt+Hx48etXC7uJhm4UFBwcHC17NfehNvTmKK6+u4WlftUbgPps5TKfSq3gfRZSvrMp3IbSJ+lVO8TpUVERBAeHm6V5w4NDcXJyQmtVotWqzXquHz5MqGhobi4uNChQwdiY2Ot0lgWc9u+/PJLunbtiqOjY7nH/ODBg2g0GqKiogBISEigffv2BAQEsHPnTrObU1NT+dvf/kbBn+56GBERwbhx40qt//bbb6PRaNi/fz8xMTF4eHiwZ88e9u/fj6enJ4cPH6ZTp074+PgwdepUGjduTMeOHc3ugzu3+Rw9ejT169fHy8uLRx99lOTkZMPy48eP06lTJ9zd3WndujX79+8H7hyzks9QyY9Go+Gnn34C4NChQzzwwANotVo6dOjAyZMnTW6q6L3Oy8vj2WefpXbt2nh6ejJlyhSLXn+Jrl27KvF5l4ELBVXX/cYd79LAhcr3awe1+1RuA+mzlMp9KreB9FlK+synchtIn6VU7tNoNNZOqJDqt2qtrr4PP/yQ7OxssrOzDV/WASZOnEjLli35/fffGTJkCCNGjLBKX1nMbfPw8GDGjBlMnDixzPWKioqYNWuW0b9HERER/Otf/+Lo0aO88cYbZjcvWbKE8ePH41DG95Oy/t1wdXWlXr16uLi4kJubS0ZGBk899RQ9evTg66+/5tatWwBMmjSJVatWMWnSJLPbShQXFxMcHMyJEye4ceMGzZs3Jzw83HD8xo4dy5AhQ8jIyOCVV17hySefRKfT8fDDDxs+Q9nZ2Wzbtg1/f3/at2/P7du3CQsLY/r06WRkZDB48GDCwsLQ6/UmNVX0Xr/00kskJCQQGxtLWloazz77rMXHAGDatGm89tprd2VfllD7byQhhBBCCCHEX97hw4fRarUsXryYTZs2GX5TnZmZeVf2//777zN9+nQSExOrvO2tW7fYs2cPc+bMwdnZmenTp3PhwgXOnj0LgL+/PzExMYb1NRoNSUlJhj//+uuvPPzww7i7u+Pr68vSpUtLPceVK1do3rw527Ztu6ttFQkNDWXw4MHUqlWrzOX/+te/ePTRR6lXr57hMb1eX+agTFpamsnN+fn5rF+/nqeeesrwWFXef71ez6ZNm+jduzf79++nW7duhi/+M2fO5N///jczZswotV1Vj7GTkxPz5s3D19cXOzs7xo0bZ3T5SXJyMoMGDcLGxoYhQ4aQlpbG77//Xmo/a9euZfTo0Wg0GuLj48nPz2fUqFHY2dkxY8YMLly4wOnTpyvtqei9zsvLY926daxcuRIfHx/s7Oxo1aqVYduKPqOVfT4HDBjAvn37SElJMem4VZf7auAiKiqK0NBQa2dUKi4u7q7uLz09nUuXLpGTm8ulS5dISkoq8yc9Pd0qfXebyn0qt4H0WUrlPpXbQPosJX3mU7kNpM9SKveZ+htWa9HpdDX6fF26dCE7O5s5c+YwcuRIw2+rPTw87krfoEGDsLW1pVu3bvTt25edO3eWuY+ZM2dSu3Zt+vTpQ3x8PACJiYm4urri4uJCaGgoubm5NGnSxLC8sr7XXnuNBx54gIyMDGJjY+nSpUup9QsLC4mPj6/yQI2lbeW5fv06a9euZdq0aUaPv/baazz//PN06tSJ+fPn89133/HUU0+xdetWk5uPHDlCnTp1qF+/vuGxP77/Tz31VKXvf69evVi1ahWPPfYYGRkZAHzyySc0bdqU8PBwAgMD2bJli9E25h7jEseOHaNt27aG4zd58mS2bdtGcXExn332GZ06daJOnTpG22RmZrJ9+3ZGjx4NlD6bRK/Xo9frTRpQq+i9TkhIwM7Ojs8++4y6devyt7/9jR07dpj0uir7fDo5OdGhQwe+/fZbk/ZXXe6rgYvw8HCjkSZVVfQXTVWlp6fjHxDI37t04fLly/y9SxcCAgLK/PEPCDRp8OJu9lUHlftUbgPps5TKfSq3gfRZSvrMp3IbSJ+lVO8Tpjl06BB///vfGTp0aKXrJiUlsWfPnlKPN2rUiLfffptLly4xfvx43n//fZo2bWr05TYyMtLwC73WrVszcOBAioqKyMnJwc3NjZycHGJjY8nJycHd3Z3s7GyTX0NqaiopKSl4eXnx0EMPlVru7++PXq+v8vwed6OtLDNmzGDOnDk4OTkZPd68eXN++ukn3nnnHdavX8/Zs2f5+OOPeeGFF0ze9+nTpwkKCjJ5/YiICPz9/Q2X7kRFRdGuXTtOnTrFzp072bVrFwMGDGDEiBFEREQAsGDBAoYPH260H3OPMUBKSgqvvvqq0eUx/fv356OPPsLR0ZGpU6fy/vvvl9ruk08+oV27djRr1gy4M++Oo6MjGzZsoKCggLfeegtbW1tyc3Mrbajovb516xa3b9/m8uXLJCUl8f777zNy5EiTz5Ko7PPZokULTp06ZdK+qst9NXBxP7p16xZZtzKgy2RwrQM95kG/yNI/obPJupVhuD5MCCGEEEIIFXTr1q3Ub8/LU97ARQl7e3vatm3LAw88QE5ODleuXDEs69SpE66urmi1WiIjI7l8+TIJCQm4urqSnZ2Nn58fN27coGHDhmRlZaHVak1qioyMxNHRkfbt2xMcHMwXX3xh0namsLStLD/88AMXLlwo9cUf7px1EBYWxu3bt1m2bBlbt26lefPm7Nq1y+T9Z2Zm4ubmZnZfTcvNzeXxxx9nxowZhrP3MzIyGDBgAO+++y75+fl8+eWXDBw4kKtXrxptu3btWsaMGWP4s6OjI9HR0SxfvhxfX1+uX79OUFAQ7u7ulXZU9F67uLhQVFTEjBkzcHJyolevXjRt2pT//e9/le7XlM+nm5ub4cwWa5GBi/uFkydobMHFG1xrl/5x9rZ2oRBCCCGEuM+ZOqllWbfD3Lp1K1OnTmXr1q2EhoYazRtw+/ZtNm7cSEhICH369MHT05PTp08zffr0Mvev0WgMLU2bNiU7O9swyFFQUMD58+eN7lqTn58PQFZWVql9NWjQgHXr1nH16lWmT59+1yZNNLWtqo4dO8bhw4fRaDRoNBoOHDjAuHHjmDVrFq1bt+bzzz9n1KhRrFy5ksmTJ/PTTz+xcOFCk/fv6elZ5nGCst//u3HGjbmKiooICwujW7duvPjii4bHExIScHR0NLoEqVGjRvzwww+Gdc6ePcsvv/zCsGHDjPbZrVs3fvrpJ9LS0li8eDG//fYbbdq0qbSlove6SZMmhvfrj/54SVp5n1FTPp9ZWVl4enpW2lidZOBCCCGEEEIIoYT69etz7tw5iouLK1yvrNthDhs2jOXLlzNs2DBiYmJo3bq1Yf23336b9evXM23aNM6fP8+cOXOoW7euYXlGRgZff/01+fn55Ofns2DBAnx8fAy/De/Tpw9vvvkmt2/f5t1336VJkya0bNnSsH10dDRFRUV89NFHANy8edOwbNu2bVy9ehWNRoOtrW2ZZ0NcuXKFpk2bVvlsDFPaytt3cXExt2/fpqioyPDPxcXFTJ061TD3gl6vJyQkhLVr17JkyRKjS0eKi4uxt7fHzs6OoqIik5tbt25d7mVc9evXJy4uzuj9v1tn3JhzjJ955hk8PT1LTVjZrFkzcnNz2blzJ3q9nuPHj3Pu3DmjO7CsXbuWAQMG4OXlZbRtXFwc+fn5ZGRkMGXKFEJCQvD396+0s6L32svLi5CQEN59910KCws5cOAAiYmJdO7c2bB9eZ9RUz6f586dM2lwpTrJwIUQQgghhBBCCU8++SSurq40aNCAhg0blnsZc3m3wyzPrFmz2LNnDwMHDsTW1rbU8sLCQmbNmkWtWrWoX78+R44cYceOHdjZ2QHw73//m9OnT+Pl5cWnn37KJ598YrR9fn4+9evX59ChQ4wdO9bot9bHjx+nQ4cOaLVa/vWvf7Fu3boyn//8+fNmXbZdWVt5+96wYQPOzs4sWrSIjRs34uzszIYNG0x+3ilTprBo0SKaN2/OK6+8YvJ2Dz74IGlpaVy7dq3UMlPf/6qecQNVP8YXL15k3bp1bNu2DTc3N8OdTpKTkw3Hes6cObi7uzN8+HDee+89w2BZcXExGzduNLpMpMS2bduoX78+fn5+5OfnlzrmFXVW9F6vWbOG2NhYvL29mThxIhs2bDCaAPXPn9EJEyYAlX8+b9++zU8//UTv3r1NOm7Vxc6qzy6EEEIIIYQQ/5+npyf79u0r9biLi4vRrSY3b95M7969mTRpEqNGjTKcEu/g4EBhYWGp7R0cHCp83jp16nDy5Mlyl/v5+XHgwIFyl8+dO9foC+gf79yxaNEiFi1aVOHzl0wcaY7K2srbd3h4uEkTVZZ3c4OGDRty4sQJUzMNHB0dGTt2LJ988kmpu5Z4enqyd+/eSi8ZKjnjxsnJieeee85wxk29evXYtWtXmbecreoxbty4cZnrl7y3/fv3p3///mVua2trW+bADMDs2bOZPXt2uc9bUWdF73VAQAAHDhxAp9OVefz+/BktUdnnc+fOnfTs2dPotrjWIGdcKMiSa9JqgvSZT+U2kD5LqdynchtIn6Wkz3wqt4H0WUr1PmG6unXrUrduXbp3785PP/1Ez549S90OE+5chnDy5ElGjRpFQkKCFYtFRV555RVWr15NQUGBWdtX9YwbYb53333XcLcWa5IzLhT0x2ujVCR95lO5DaTPUir3qdwG0mcp6TOfym0gfZZSue/Pk+ipxtRJMmvS1q1bjf5c1u0Z3dzcKjz7oKaoePxKqNBWt25dYmNjy1xWVt+fz7jZtGlTlc64uZtUOH4Vudt9hw8fvqv7M5faR10IIYQQQgghFJaUlKT0INlfwZ/PuOnVq5eccVMFf4XPqAxcKCguLs7aCRWSPvOp3AbSZymV+1RuA+mzlPSZT+U2kD5Lqdxn7nwGNeWPczSoSPrMp3IblN+3detWvv/+ezp06EC7du04deoUO3fuZNeuXQwYMAD4vzNuNm7cSFBQUI32qUL1PnPJwIWCyrs9kCqkz3wqt4H0WUrlPpXbQPosJX3mU7kNpM9SqvcJIYQwzX01cBEVFUVoaKi1M4QQQgghhBBCiHteTZ09dl9Nzllyyx/VJ0MSQgghhBB/Xba2tuj1em7cuIGjoyP29vaGCfVU+e/U8m6pqArpM5/KbSB9lqruPr1eb/gpLCwkLy8PjUaDra1ttT0n3GcDF0IIIYQQQlibg4MD7u7u6HQ6srKyKCoqsnZSKXq9XplBlLJIn/lUbgPps1RN9tnb2+Pg4EC9evVk4EIIIYQQQoi/GgcHB7RaLfB/p1qrNGFndna2oU9F0mc+ldtA+ixVE30lAyM1OYAjAxdCCCGEEEJYkTW+BFTGxsZG6dPhpc98KreB9FlK9T5z/fVe0V9AcHCwtRMqJH3mU7kNpM9SKvep3AbSZynpM5/KbSB9llK5z97e3toJFZI+y6jcp3IbSJ+lVO8zl0av0jlpNUSj0Sh1Kl51SkpKIiAgAN8e89h37GN6hrzMVWev0ivmpMHumfz222/4+/vXeKcQQgghxL0qPz+f69ev4+fn95f8TacQQtwt5n4Xl0tF7mHp6encunWrwnUuX75cQzVCCCGEEEIIIcTdJwMXCoqLi6N58+YVrpOeno5/QCBZtzJqqOr/mNJnTSr3qdwG0mcplftUbgPps5T0mU/lNpA+S6ncl5OTQ1FREQUFBRQVFaHT6aydZOR+v+WjpVTuU7kNpM9SNdGn0WjQaDTY2dnh6OiIi4sLdnbVO7QgAxcKio+Pr/T/ZG/dunVn0CJ0Njh7l79i+gU4uqrG+6xJ5T6V20D6LKVyn8ptIH2Wkj7zqdwG0mcpVfuKiopIS0vD3t4eR0dHXF1dDV8EVCG3fLSMyn0qt4H0Waom+vR6PTqdjsLCQrKysrh16xa+vr7VOmAiAxf3OmdvcK1d/vLc9JprEUIIIYQQlSosLESv1+Pj46PsFyD5rbJlVO5TuQ2kz1I13VdcXMzly5cpKirCwcGh2p5H3SMuhBBCCCHEX5RqZ1gIoZIbN27w+++/39V9Zmdnc/36dYqKiu7qfu93NfX3mAxcCCGEEEIIIYRQRqdOnQgJCbmr+1y6dCk+Pj6cPHnyru5X1AwZuBBCCCGEEEIIIe5RTk5OhrO43nnnHWvnVAsZuBBCCCGEEEIIoYykpCTOnDlzV/cZERGBXq+nY8eOd3W/KliyZAnPPfectTOq1T09cJGSkkLXrl0JCQmhW7dud/3DbS3BwcHWTqiQ9JlP5TaQPkup3KdyG0ifpaTPfCq3gfRZSvU+Ie43ERERdO7cmaCgIHr27MmoUaOoVasW33zzDQAzZszA1tYWjUZDq1atjLa9ePEiffr0QavV4uXlxSOPPEJ+fj4AGRkZDBkyBE9PT9zd3XnooYe4evUqAGfOnDGcjaDRaDh+/Lhhn1FRUWg0GmbMmIGPjw/+/v5GyxctWkTt2rXp3Lkzw4cPR6PRkJSUVOnr3LdvH23btsXJyQkfHx+mT59uWBYZGUlgYCBOTk74+fkxf/58AGJiYnBycmLo0KEEBATwyiuv4OXlxYIFCwAIDQ1Fq9Uyd+5ctFotDz/8sOE1Tp06lWHDhpXbs2zZMgIDA/H09GTgwIGG7QDef/99GjdujJOTE82aNWPTpk1G26alpREXF0dmZmalr7s63dMDF7Vr1+bQoUMcOHCAhQsXsmTJEmsn3RUq3rbrj6TPfCq3gfRZSuU+ldtA+iwlfeZTuQ2kz1Iq96k+MafKd00A6bOEtdtOnDhBu3bt2L9/P+np6Tg5ObF+/XoAHnvsMSIjI/Hy8iq13dy5c9m3bx+TJk1i0qRJZGRkUFhYCNyZv+KLL75g2LBhTJ06FQcHB27evAmAj48PkZGR9O7du9ymHTt2MGzYMC5evMjixYsBOHLkCPPmzcPX15cHH3yQTz/9FDDt+I0ZM4bU1FTmzJnDk08+yYULFwzLvvnmG9q1a8fs2bPx8/Nj4cKF7NmzB4D8/HxsbGy4dOkSO3fupGXLlvznP/8xbJubm8uhQ4cICwvj0KFDzJ49u9Rz//nvlk2bNjFt2jRatmzJ5MmTOXDgAE899RQAiYmJvPjii9StW5f58+fz0EMPkZiYaLT9ihUraNGiBdu2bav0dVene/p2qLa2toZ/zsjIoG3btlasEUIIIYQQQghREV9fX5YsWUJ0dDTTp08nKiqKlJQUAEJCQggJCWHFihWlttPr9djb29O+fXv69+9vGGAoWQbQpk0bnnzySV5//XXDslq1ajFjxgyys7P59ttvy2yaPn06zz77LFu2bOG3334D4KuvvgLgww8/pGvXrpw9e5Z9+/aZ9Br1ej3u7u50796drl27Gt0mNDo6Gq1WS2pqKq1atWLo0KH88ssvdOrUCbhz2ceRI0cYMmQI/v7+TJo0yWi/W7ZswcfHhx9++IG9e/dW2hIVFYW7uzvLli3Dzs6O9PR0Vq1axeXLlw3HzdfXl8cff5xWrVopO6hq9aHAFStW0LFjRxwdHRk0aJDRssLCQiZPnoy3tzfe3t5MmTKl1O1rzp49S9euXZkyZcpdn3nWWuLi4qydUCHpM5/KbSB9llK5T+U2kD5LSZ/5VG4D6bOUyn0lXxhUpdPprJ1QIekzn7XbbGxsDGct2NraYmtrazhzAsrvW7JkCX379uXpp5+mVq1aDB06lJycHODOJSZjx45lzpw51KtXj169enH9+nWTm2rVqgXcmeSypKVkMCUgIACAwMDACvv+aPPmzXh7e9OrVy9q1arFa6+9BkBRURFTp07FxcWFhg0bMnToUODOmRQlSo5PWcfGwcEBHx8fAPz9/UlLSyv13H/+u+Xy5cvcunWLZs2aERAQwKpVqwBITk6mWbNmrFy5knPnztGmTRv8/PzYvn270fYlc4OEh4dX+rqrk9UHLnx9fZk3bx4TJkwotWzhwoUcOnSI2NhYYmNjOXjwoNHIGkDLli358ccf2bVrF1OmTKmp7GoVHx9v7YQKSZ/5VG4D6bOUyn0qt4H0WUr6zKdyG0ifpVTvE0LcYcpAXsOGDdm2bRsZGRksX76czz//nA0bNgDg6elJVFQU6enpbNu2jX379rF8+XKLmmrXrg1gOAPj/PnzJm/bvXt3Dh8+TFpaGk888QSvv/46cXFxfPvtt6xfv55evXqxefNmw/wVpg5kFhQUGOanuHjxoqERMJzVkZeXZ7RNgwYN8PLyYtu2bUY/QUFB6PV6Jk2aREJCAhcuXMDb27vUJJ+qzHFh9UtFBg8eDMDJkye5fPmy0bI1a9awbNkyw6jS3LlzmTFjBq+++ipw5xogR0dH4M6H1cXFpQbLhRBCCCGEEELcLUuXLkWv13Pr1i3y8/NZunQpHh4eTJgwgUmTJpGVlUWLFi04efIk8H/zOSxcuJCff/6Zdu3acenSJaNlX3/9NWfOnOHHH38EYOPGjcTExFQ4mSVA3759Wbx4MZMmTaJ79+4mXyYC0KVLFzp06ECDBg04e/asocfe3h6AzMxMEhMTiY6OrsLRuWPEiBE0adKEhIQExowZY3g8ICAAjUbDmjVrsLe3p379+owbN45Ro0bx3XffERUVRefOnUlNTWXv3r2cOXOGxMREwsLC6N27N66urqSmppa6VGTFihUsWLCAtWvXWvWsC6sPXJTn5s2bXL58mXbt2hkea9euHcnJyWRmZuLh4cGJEyeYNWsWNjY26PV63n333TL3FRERYRjNKvHll1+WuW5wcLBhIqe4uLhyR+qrcz1T+6rDnj17qFev3l3pU/34WatP1pP1rLFeCemTPukrn/RJn7nrOTo6EhgYSE5OjuHLSckv1/Lz841O9YY7vzWFO6ecl5wyX9np59ZYT/r+un0lj9f08/75zAKdTmd4TKfTMXPmTKPlM2fOpHHjxowfP5727duzbNkyvvjiC5ycnBgxYgSjRo1Cp9PRtm1bPv/8c7755htsbW3p27cvU6dORafT8cknnxgm/wR47733AGjfvr2hU6fTlWp++OGHee2111ixYgU//PADjz/+ODt27MDGxqbS49ehQwd27NhBamoqtWvXZtGiRQQHB9O0aVNeeOEFNm3aRFJSEi+88AJnzpxBr9eX2scfHyv5X1dXV7p06cKKFSt4+OGHWbhwoWFZvXr1WLBgAcuXL2fOnDkEBwczbtw4xo4dy82bN/nwww/5+uuvqVWrFr1790an0+Hh4YGPjw9r1qwhKyuLwMBAlixZYtTyx/fnj+/bn9/D3NxcCgoKKv37z1wavSIX2EVERHDy5EnDNTWXLl2iUaNG3Lhxw3AKzI0bN6hbty6XLl2iYcOGZj+XRqNR+rrCL7/8koEDB1a4TlJS0p3rrfpFgmvt8le8kQAH3sS3xzz2HfuYniEvc9W59Cy95KTB7pn89ttv+Pv7W9xnTSr3qdwG0mcplftUbgPps5T0mU/lNpA+S9VUX35+PtevX8fPz8+kOw7k5eWRmppK48aNq73NXH/80q0i6TOfym2gVl9xcbHhhhBDhgzhiy++IDs7G1dX1xpvCQ0N5fjx42RnZ1e4Xk0fP51Ox6VLl/Dx8TGahLQ85n4XV/aMC61WC9w5jaZk4KLkuho3NzerdQkhhBBCCCGE+Ovr1KkTAwYMID8/n507d9KpUyecnZ2tnXVfUnbgwsvLi4YNG3Ly5EnDDK4nT57Ez88PDw8PK9cJIYQQQgghhPgr8/DwYNmyZQB07dqVDz74wMpF9y+rD1wUFRUZfnQ6Hbdv38bGxgYHBwfGjRvHokWLeOihhwBYvHgxzzzzjNnPFRUVRVRU1F0qrz5/vB5YRdJnPpXbQPospXKfym0gfZaSPvOp3AbSZynV+4QQatu/f3+px6x1O9mYmBirPK8qrD7HRVkTZ4aEhBATE0NhYSFTp05l8+bNAIwcOZLly5djZ2fZeIvqc1yYwppzXAghhBBCiP9jzhwXN27coFGjRjVQJ4QQ1aem5riw+qwnERER6PV6o5+S0SR7e3s++OADbt68yc2bN1mxYoXFgxZCCCGEEEIIIYS4d1h94KImRUVFERoaau2MSsXFxVk7oULSZz6V20D6LKVyn8ptIH2Wkj7zqdwG0mcplftUP/vXWqfDm0r6zKdyG0ifpVTvM9d9NXARHh5+T1xVKY5mAAAgAElEQVQbZMq9yK1J+synchtIn6VU7lO5DaTPUtJnPpXbQPospXqfEPeCfv36sWnTJmtnVIsff/yRHj164OrqWuoX3PHx8fTt2xdPT0+zL6V/+eWX+fDDD01ePyYmhuDgYFxdXXniiSfIysqqdJvCwkJGjx5N/fr18fLyYsCAASQnJxuWv/TSS/j5+eHu7k737t05ffo0cOeStUGDBlG/fv1SUzeUWLlyJbNmzTK5vzrdVwMXQgghhBBCCCFMt3v3bkaOHGntjGrh5OTExIkTmTt3bqlldnZ2DB8+nHfffdesfaekpLBlyxbGjRtn0vq5ubmEhYUxf/58UlJSKC4uLrPrz4qLiwkODubEiRPcuHGD5s2bEx4eblheq1YtDhw4QEZGBkOGDGHQoEEAbNiwgc6dO3Px4kWOHTtGYmJiqX2PHz+ejRs3cuPGDdNedDWSgQshhBBCCCGEEEZWr16NVqvF1ta21J0Zw8PDmThxIl27dsXd3Z0JEyaU2n7MmDGMGTOmhmrN0759e0aMGIGvr2+pZYGBgYSHh9OkSROz9r1u3ToGDBiAo6OjSevv378fT09PRo0ahVar5eWXX2bLli2Vbufk5MS8efPw9fXFzs6O8PBwjh8/blg+b948mjRpgo2NDePHj+fChQukp6ej1+sNkwmXzDUJkJaWZtjW0dGRfv36sWHDhqq89GpxXw1c3CtzXAghhBBCCCGENY0fP57s7GwefvjhMpd/8803bN26lTNnzrBlyxZOnDhhtDw5OdnokoX7ze7duwkJCTF5/fj4eFq2bMmBAwcYNWoULVu25MaNG9y8ebNKz3vs2DHatm1b7rKGDRvi7e3N6NGj+fHHH2nUqBGdO3dGp9Px/PPP8+qrrxrNkxEaGspXX31VpYbqcF/doiM8PJzw8HA0Go21U4QQQgghhBDinjVw4ED8/PwAaN26NQkJCbRv396w/F6YW7A6nT59mqCgIJPXz8nJwc3NjdTUVGJjY3F3dwcgOzsbLy8vk/aRkpJCREREmWdI5Obm8s9//pPFixcD4OLiwo4dOzh69CirVq1izZo1hjM3/qhFixacOnXK5NdRXe6rMy6EEEIIIYQQQljO29vb8M8ODg7cvn3bijXqyczMxM3NzeT1XV1dyc7OJiwsjJ9//tkwMadWqzVp+9zcXB5//HGmT59e6iqD4uJiRowYwSOPPMLo0aMByMjIYMSIEezbt49ly5aRkpJC+/btiYiIMNrWzc2NjIwMk19HdZGBCwUFBwdbO6FC0mc+ldtA+iylcp/KbSB9lpI+86ncBtJnKdX7hBB/XZ6enibdFaREUFAQZ8+eNfz57Nmz1KlTx6SzLYqKiggLC6Nbt27885//LLX8+eefx8HBgXfeecfwmIeHB2vXrmX27NkcO3YMZ2dnLl68yPHjxzl//rxhvaysLDw9PU1+HdVFBi4U1Lx5c2snVEj6zKdyG0ifpVTuU7kNpM9S0mc+ldtA+iylcp/qly6XTNqnKukzX021jRw50qy7kdTksdPpdNy+fZvCwkLDPxcVFQF3Jqy8ffs2BQUFhn8uLCw0ua9169ZVuiVzz549uXnzJps3byYnJ4fIyEiGDRtmtM7Ro0dp2rQpR48eNXr8mWeewdPTk6VLl5bqe/XVV0lISGDjxo1GyzQaDU5OTsCdMzLs7e2xtbXF1taWwsJCw3rnzp2jTZs2Jr+O6qLuv1HVQCbnFEIIIYQQQojKtW3bFq1Wy8GDB3nuuefQarWG+RFMceXKFa5cuVKNhZb7/vvvcXZ2ZuLEiRw8eBBnZ2cWLlwIwMWLF3F2duYf//gHycnJODs7l3n3lPL069ePAwcOmLy+i4sL0dHRREREUKdOHQAWLVpktE5eXh7nz58nLy/P8NjFixdZt24d27Ztw83NDa1Wi1arNUyM+sYbb3DkyBFq1aplWHbw4EGj/fbp04dr165Rp04dgoKCjAZ9Y2Ji6N+/v8mvo7po9CX3PbmPaDQaVH7ZcXFxlf6GICkpiYCAAOgXCa61y1/xRgIceBPfHvPYd+xjeoa8zFXnMk43ykmD3TP57bff8Pf3t7jPmlTuU7kNpM9SKvep3AbSZynpM5/KbSB9lqqpvvz8fK5fv46fn59Jv43Ny8sjNTWVxo0bV3ubuXQ6ndJnDUif+VRug79OX2pqKh07duTXX381+Zaod8PdPH75+fkEBgby888/GwZTynq+S5cu4ePjg4ODQ6X7NPe7uLqfiPtYVU4psgbpM5/KbSB9llK5T+U2kD5LSZ/5VG4D6bOU6n1CiL+uunXrMmLECNasWWPtFLOtXr2akSNHljtoUZPuq9uhCiGEEEIIIYQQNeGtt96ydoJFnn/+eWsnGMgZF0IIIYQQQgghhFCWDFwIIYQQQgghhBBCWffVwIXcVUQIIYQQQgghLBcTE1PppP6q+/HHH+nRoweurq6lvidGRERgb29vuBNHYGBglff/8ssv8+GHH5q8fkxMDMHBwbi6uvLEE0+QlZVl0na9e/emTp06eHl50bt3b6P5fTIzMxk0aBCurq4EBwfz/fffA3cmCR40aBD169dnwYIFZe535cqVzJo1y+T+6nRfDVyEh4cTExNj7QwhhBBCCCGEEFbm5OTExIkTmTt3bpnLR44cSXZ2NtnZ2Zw/f75K+05JSWHLli2MGzfOpPVzc3MJCwtj/vz5pKSkUFxcXG7Xn7311ltcuXKF9PR0wsLCGDVqlGHZ7Nmz0el0pKSkMH/+fMLCwsjLy2PDhg107tyZixcvcuzYMRITE0vtd/z48WzcuJEbN26Y9qKr0X01cHGvCA4OtnZChaTPfCq3gfRZSuU+ldtA+iwlfeZTuQ2kz1Kq9wlhbbGxsXTp0gUPDw+6dOlCbGysYVloaChRUVGGP/v7+xt+Cezp6Um/fv1ITk42nJGwa9cuo32PGTOGMWPG1MTLMFv79u0ZMWIEvr6+d33f69atY8CAASbfCnX//v14enoyatQotFotL7/8Mlu2bDFp2/bt2+Pg4IBOp6O4uJhz584ZlkVHR/PKK6+g1WoZNWoU7u7u7N+/H71eb7htql6vN9yiNC0tzbCto6Mj/fr1Y8OGDaa+7GojAxcKUvl+6CB9llC5DaTPUir3qdwG0mcp6TOfym0gfZZSuU+j0Vg7oUIlX2hUJX3m++OX1eHDhzN06FDS0tIYPHgww4cPN3yBrUhGRga7d++mUaNGhjMSBgwYYLROcnIyycnJZvepYPv27Xh7e/PAAw/w1VdfAab37d69m5CQEJOfKz4+npYtW3LgwAFGjRpFy5YtuXHjBjdv3jRp+wEDBuDk5MTkyZN57rnnAEhPTyctLY3g4GB69+7Nr7/+SosWLYiPj2f06NH8+OOPNGrUiM6dO6PT6Xj++ed59dVX0el0hv2GhoYaXrs1ye1QhZHLly9Xuo67uzve3t41UCOEEEIIIYSoDhcuXCAxMZF//vOf2Nvb8+KLLzJ//nySkpIICAiweP/3+iX6Tz75JJMmTcLb25svvviCsLAwfvnlF5o2bWrS9qdPnyYoKMjk58vJycHNzY3U1FRiY2Nxd3cHIDs7Gy8vr0q337VrF3l5eaxfv55mzZoZ9gl3LomJjY3l5s2buLu7k52djYuLCzt27ODo0aOsWrWKNWvWMG/evFJnn7Ro0YJTp06Z/DqqizrDWcIgLi6u5p+0IBc0Njz88MMEBARU+NOocQDp6ek132giqxw/E6ncBtJnKZX7VG4D6bOU9JlP5TaQPkup3GfKb7Wt6Y+/cVWR9JmvpC01NRVvb2/s7e0BcHBwwNvbm5SUFGvmKXPsWrZsSb169bC3t2fYsGF0796dPXv2mNyXmZmJm5ubyc/n6upKdnY2YWFh/Pzzz4aJObVarcn7cHZ2Zvz48YwcOZL09HRcXV0BKCoq4urVq3Tu3JmsrCy0Wi0ZGRmMGDGCffv2sWzZMlJSUmjfvj0RERFG+3RzcyMjI8PkhuoiAxcK+uMssDWm6DbodRA6G/pFlv8TOpuc7FvcunWr5htNZJXjZyKV20D6LKVyn8ptIH2Wkj7zqdwG0mcp1fuEsKa6deuSnp5OYWEhAIWFhaSnp1O3bl3gzm/pi4qKDOv/+b//VbqkoybY2tpWaX1PT0+T7woCEBQUxNmzZw1/Pnv2rOFOIVWVnZ3NhQsX8Pb2pnbt2qX2GxwcjIeHB2vXrmX27NkcO3YMZ2dnLl68yPHjx40mIs3KysLT07PKDXfbffVpk9uhmsDZG1xrl//jLJeICCGEEEIIca9r0qQJTZo04f3336ewsJDly5cTGBhouEykadOm/O9//wNg3759peZaqF+/PikpKeXecWLkyJGMHDmyel+EhXQ6Hbdv36awsNDwzyWDNdu3byczMxOdTsd///tfDhw4QO/evU3ed+vWras0eNqzZ09u3rzJ5s2bycnJITIykmHDhhmtc/ToUZo2bcrRo0cNj507d45PP/2UnJwc8vPzeeONN7C3tzfM8RMWFsbbb79NTk4Omzdv5tatW/To0QONRoOTkxMAxcXF2NvbY2tri62trWEwq2T/bdq0Mfl1VJf7auBCbocqhBBCCCGEEHcmiN2yZQvR0dHUrl2bzz//nC1bthgmjn3ppZc4fPgwXbp0Ye/evTRq1Mho+6CgIJ5++mlatWpFw4YN+eabb4yWX7lyhStXrtTY6zHH999/j7OzMxMnTuTgwYM4OzuzcOFCADZt2kSjRo3w8PBg3rx5fPrpp4a5I0zRr18/Dhw4YPL6Li4uREdHExERQZ06dQBYtGiR0Tp5eXmcP3+evLw8w2M2Nja89957NGzYkDp16vDtt9+yc+dOwyUmb775JgB16tQhIiKC6OhonJ2djfbbp08frl27Rp06dQgKCjKa2DgmJob+/fub/Dqqi0zOKYQQQgghhBD3odatW3PkyJEylwUGBnL69GnDnxcvXlxqnQ8++IAPPvigzO3vhV8Yh4aGljvfTHR0tEX7Hjt2LB07diQ/P9/kW6KGhoaSkJBQ4fI/9wYHB/PDDz8Y/qzT6Ywu4/Hw8GD79u0VPq+trW2Zrzc/P5/du3eX+d7XtPvqjAshhBBCCCGEEKK61a1blxEjRrBmzRprp5ht9erVjBw50nAGiDXJGRdCCCGEEEIIIcRd9tZbb1k7wSLPP/+8tRMM5IwLBQUHB1s74Z6m8vFTuQ2kz1Iq96ncBtJnKekzn8ptIH2WUr1PCCGEaWTgQkF/nAxFVJ3Kx0/lNpA+S6ncp3IbSJ+lpM98KreB9FlK5b6SCRBVpfqtLqXPfCq3gfRZSvU+c/01X5UQQgghhBBCCCH+Eu6rgYuoqChCQ0OtnVGpuLg4ayfc01Q+fiq3gfRZSuU+ldtA+iwlfeZTuQ2kz1Kq9mk0GnQ6Hbm5ueh0OmvnlEnVrhLSZz6V20D6LFWTfcXFxeTm5gLVfxbZfTU5Z3h4OOHh4cqfmhcfH6/0qY2qU/n4qdwG0mcplftUbgPps5T0mU/lNpA+S6na5+joiKOjIzdu3ADu3IpQo9Eo9d+oer1eqZ4/kz7zqdwG0mepmujT6/Xo9XqKi4vRaDS4ublhZ1e9Qwv31cCFEEIIIYQQ1lbyH/ouLi4UFhZSWFho+CKgivz8fBwdHa2dUS7pM5/KbSB9lqqJPo1Gg42NDXZ2djg4ONTIQI4MXAghhBBCCGEFNjY2hrMvVJOdnY1Wq7V2Rrmkz3wqt4H0WUr1PnPdV3NcCCGEEEIIIYQQ4t4iAxdCCCGEEEIIIYRQlgxcCCGEEEIIIYQQQlkyx4WCgoODrZ1wT1P5+KncBtJnKZX7VG4D6bOU9JlP5TaQPkup3GdnZ0d+fj75+fkUFRUpNzlncXExt2/ftnZGuaTPfCq3gfRZqib6Su6CZG9vj4ODQ41M0CkDFwpS8bZd9xKVj5/KbSB9llK5T+U2kD5LSZ/5VG4D6bOUqn06nY6bN29SUFCAnZ0d9vb22NjcORFaldssVvetDS0lfeZTuQ2kz1LV3afX69HpdOj1evLy8igqKsLR0ZF69epV699fah91IYQQQggh/mLy8/MpKCigYcOG2NraWjtHCCHMVlBQwLVr1ygsLMTBwaHankfmuFBQXFyctRPuaSofP5XbQPospXKfym0gfZaSPvOp3AbSZynV+1QetNDpdNZOqJD0mU/lNpA+gPT0dFJTU83atqaPX02dgSIDFwqKj4+3dsI9TeXjp3IbSJ+lVO5TuQ2kz1LSZz6V20D6LKV6nxBClGXw4ME0adLE2hlKkYELIYQQQgghhLgPOTk5GSZaXLp0qbVzKrV06VI0Gg0xMTFV2u748eNoNBoiIiKqpaumfPbZZ2g0GqKiokotK3mNCxYsMHv/AwYMUGaenT+7rwYuoqKiCA0NtXaGEEIIIYQQQljdkiVLeO6556ydIf4kJiaG7Oxsa2co5b4auAgPD6/y6JwQQgghhBBC1IR9+/bRtm1bnJyc8PHxYfr06YZlkZGRBAYG4uTkhJ+fH/PnzwfufMl1cnJi6NChBAQE8Morr+Dl5WX4zXtoaCharZa5c+ei1WoJCQnh6tWrAEydOpVhw4aV27Ns2TICAwPx9PRk4MCBhu0A3n//fRo3boyTkxPNmjVj06ZNJr1GjUZDnz59eOSRR3B3dzc6QyAlJYUhQ4bg6elJUFAQ69atAyApKQmNRsPMmTMB6NGjh8lnUPj7+9OpUycAFixYgEajMfpldsnxWbhwIZ6ennh5eXH8+HEyMjJ4/PHHqV27Nq6urnTo0MHwXbKkZ+TIkTzwwAN4eXnx8ccfG/ZZ3vsYFRVFkyZN6Nq1K23btmXKlCl4eXmxevVqAFasWGE4A0ar1ZY6bmFhYQCMGzcOjUZDeHh4qdf4+uuvl3qN5b2PhYWFTJgwAQ8PDx599NEyb6OalpZGXFwcmZmZlR7r6nRfDVwIIYQQQgghhKrGjBlDamoqc+bM4cknn+TChQuGZd988w3t2rVj9uzZ+Pn5sXDhQvbs2QPcuVONjY0Nly5dYufOnbRs2ZL//Oc/hm1zc3M5dOgQYWFhHDp0iNmzZ1fasmnTJqZNm0bLli2ZPHkyBw4c4KmnngIgMTGRF198kbp16zJ//nweeughEhMTTX6d+/fvp23btnh6evLGG29w8+ZNAJ566in++9//8swzz+Dl5UV4eDiHDh3C29ubyMhIBgwYAMBzzz1HZGQkffr0qfS55s6dy4svvghA7969iYyMZNKkSUbr5Obmsnr1al544QUGDx5Mfn4+GRkZHDt2jGHDhjF9+nTOnz/PyJEjjbb78ssv6devH3q9nldeecXweEXv42+//Ya/vz+nTp3ixIkT+Pj4sGbNGgC6detGZGRkmfNbREZGMmbMGACGDRtGZGQkw4cPL/UaH3nkEaPXWNH7uHHjRj7++GPatWtH3bp12bdvX6nnXbFiBS1atGDbtm2VHuvqJLdDFUIIIYQQQggF6PV63N3d6d69O127djW6vWR0dDRarZbU1FRatWrF0KFD+eWXXwy/aV+yZAlHjhxhyJAh+Pv7G3051+v1bNmyBR8fH3744Qf27t1baUtUVBTu7u4sW7YMOzs70tPTWbVqFZcvX0av1wPg6+vL448/TqtWrao0N0LHjh155513sLe356233iI5OZnc3Fz27dvHuHHjWLp0KZcuXaJRo0asW7eOjz76iBkzZgCwa9cuhg0bZvIUABMmTOD48eO89957dO3a1bCfP9Lr9Xz77bc0bdrU8Fh+fj7nz5+nuLiY9PR0fv31V7Zs2cKNGzcM6zz22GMsXryYCxcusHXrVjIzM/Hw8KjwfQRYt24dn3zyCU8//TRJSUls3boVgHbt2tGuXTt27dpFSkqK0TYzZszgs88+Y/369fTt29dwtkVlr7Gi97Hkc1Dy2fjxxx9JSEgw6bjWNDnjQkHBwcHWTrinqXz8VG4D6bOUyn0qt4H0WUr6zKdyG0ifpVTvE+LPNm/ejLe3N7169aJWrVq89tprABQVFTF16lRcXFxo2LAhQ4cOBe6cKVDCxsYGGxsbbG1tsbW1pbCw0LDMwcEBHx8fABo3bkxaWlqlLZcvX+bWrVs0a9aMgIAAVq1aBUBycjLNmjVj5cqVnDt3jjZt2uDn58f27dtNfp21atUC7kwOCncuWbh8+TIAgYGBAPj5+WFvb8+VK1dM3q+5nJ2djQYtABISEujcuTPu7u74+/uzZcsWwPiYl/U6oPz3sYS9vT1Ame/V3VbR+5iWllbqs/FnERER6PV6o4ESa5CBCwU1b97c2gn3NJWPn8ptIH2WUrlP5TaQPktJn/lUbgPps5TKfarO3F/Cxkbtrwl/1b7u3btz+PBh0tLSeOKJJ3j99deJi4vj22+/Zf369fTq1YvNmzcb5oUoOfOhMgUFBYZ5DZKTk6ldu7ZhWcnZAHl5eUbbNGjQAC8vL7Zt22b0ExQUhF6vZ9KkSSQkJHDhwgW8vb0tnuSzQYMGwJ1LKQAuXbpEYWEhvr6+hnVKjqtOp6vSvivbrqz3a+HChcTGxvLGG2/w2WefGc7wMOXf3fLex/KY+j5W9DpKlv15XxW9j7Vr1zb6bFy8eLHUflWZ40IuFRFCCCGEEEIIBXTp0oUOHTrQoEEDzp49C9z5olzyG/rMzEwSExOJjo6u8r5HjBhBkyZNSEhIMMyVABAQEIBGo2H16tXY2dlRv359xo0bx6hRo/juu++Iioqic+fOpKamsnfvXs6cOUNiYiJhYWH07t0bV1dXUlNTLR6Ma9iwIaGhoWzYsAEvLy8OHToEwOjRow3rlAxirFixguTkZMOlFZUpOaPgiy++wN/fH19fX/r27VvhNiXH/OrVq2RmZnL06FGTX0t572NlPvroIzIzMw2DNiW3qC259KPk9a9btw6NRkOzZs3o1q1bha+xovexZ8+ebN682fDZ+PXXX0s1rVixggULFrB27VqrnnWh9lDlfaqi0ThROZWPn8ptIH2WUrlP5TaQPktJn/lUbgPps5TKfab+htVaqvob7Zr2V+3r2LEjO3bsYMGCBVy7do1FixYRHBxMr169mDx5MnFxcaxcudIwKaOpXF1d6dq1K9HR0Tz88MMsXrzYsMzHx4fXX3+drKws5syZw1tvvQXA2LFjWbZsGefOneP1118nOjraMJ+Gl5cXvr6+rFmzhsWLF+Pt7c1HH31k1mv+o82bN9O3b1/+85//kJaWxurVqwkJCTEsf/zxx3n00UfZu3cv48aNM/nyFB8fH2bNmkVqairPPPMMS5YsqXSbiIgIunTpwtq1azl+/DhPPPEEYNp7W977WJlFixYxc+ZMLly4QEFBATNnzjTcSQXgwQcfZMyYMZw6dYqnn37a6E4m5b3Git7H0aNHM3bsWE6cOMG1a9fo0aNHpY3WotGr/rdmNdBoNEr/n8WXX37JwIEDK1wnKSmJgIAA6BcJrrXLX/FGAhx4E98e89h37GN6hrzMVWevcterdH85abB7pmE2XBWZcvysReU2kD5LqdynchtIn6Wkz3wqt4H0Waqm+vLz87l+/Tp+fn4mXSKQl5dHampqmdeTq0Kn0yl9OYb0mS40NJTjx4+TnZ0NqNVWFumzTE336XQ6Ll26hI+PT6lJSMti7ndxdY+4EEIIIYQQQggh7ntVHrho0aIFS5Ys4dKlS9XRI4QQQgghhBBCCGFQ5YGL119/nWPHjtG8eXN69uzJ2rVrDacdCSGEEEIIIYRQR0xMjHxfE/e8Kg9chIWF8fnnn3Pt2jXGjBnD1q1badCgAU8++SQ7duyguLi4OjqFEEIIIYQQQghxHzJ7jgt3d3cGDBjAgAEDaNCgAXv37mXmzJn4+fnx3//+9242CiGEEEIIIYQQ4j5V5YGL3NxcNm/eTP/+/WncuDF79uxhwYIFXL9+nfj4eFauXMnkyZOro7WUw4cP06VLF0JCQnj00UfJyMiokeetbqbcKkeUT+Xjp3IbSJ+lVO5TuQ2kz1LSZz6V20D6LKV6nxBCCNNUeeCibt26vPPOO/Tp04ekpCR27NhBWFiY4dYngwYNwt3d/a6HlqVx48Z89913HDhwgMcee4wPPvigRp63ujVv3tzaCfc0lY+fym0gfZZSuU/lNpA+S0mf+VRuA+mzlMp9Go3G2gkVUvl2jyB9VRUREUF4eDhQtbaYmBj8/f2r9FzTp09Hq9ViY2NDTExMlbYF9Y5dYWEhLVq0IDQ0FKha38qVK5k1a5bJ658+fZr27dvj4uJCjx49uHLlSpVaExMTcXFxISIiwvBYYWEh48ePx83NjUaNGvHZZ58BoNfreeaZZ6hXrx7PPvtsmbco/eqrrxg+fHiVGqpLlT8VR44c4aeffmLq1KnUqVOnzHV++eUXi8NM4evri4uLCwB2dnbY2dnVyPMKIYQQQgghhCjtnXfeITs7m0aNGlk75a549913cXNzq/J2BQUFvPnmm7z00ksmbzN8+HDCwsL4/fffadGiBZMmTarSc7700kv87W9/M3ps2bJlnDp1iuTkZKKiohg3bhxXr17l22+/xdbW1jA48t1335XaX//+/YmNjeXUqVNV6qgOVR64CA4O5vbt20aP3b59m8LCQrMCVqxYQceOHXF0dGTQoEFGywoLC5k8eTLe3t54e3szZcoUioqKSu3j999/Z+XKlYwfP96sBtXExcVZO+GepvLxU7kNpM9SKvep3AbSZynpM5/KbSB9llK5r6zfbqpEp9NZO6FC0meaw4cPo9VqWbx4MZs2bUKr1aLVasnMzATg8uXL/OMf/8DT05M2bdpw8OBBw7aenp7069eP5ORkw3a7du0C4OjRozz44IN4eHgQEBDA4sWLq/SZXrFiRblnRKly7ODO8fn888+ZOHGi4TFT+7Zv307r1q2pV6+eSevHxsZy8eJFpk2bhrOzM3PmzGH37t1kZWWZtP22bdvw8fGhVatWRn1qLecAACAASURBVI9HR0czdepUvLy86NmzJw8++CDbt29Hr9eXefZIenq60Xs5fPhwPv74Y5MaqlOVBy6GDBli+MCW2L17N4MHDzYrwNfXl3nz5jFhwoRSyxYuXMihQ4eIjY0lNjaWgwcPsnjxYqN1cnNzCQsLY8WKFdSuXdusBtXEx8dbO+GepvLxU7kNpM9SKvep3AbSZynpM5/KbSB9llK9T4jq1qVLF7Kzs5kzZw4jR44kOzubW7du4eHhAcCzzz5LixYtSE1NZe7cuQwZMoTc3FwAMjIy2L17N40aNSI7O5vs7GwGDBgA3PkF8xtvvMGNGzfYt28fy5cv56uvvjK5Ky0t7Z7493PatGksWLDArDP7d+/eTUhIiMnrx8fHExgYSFJSEv/4xz/w8fHB2dmZxMTESrfNy8vj1Vdf5Y033ihzvy1btmTEiBEcOnSIli1bEh8fT58+fcjPz8fX1xeAoKAgZs6cybRp04wGS0JDQ6v03laXKg9cHDp0iIEDBxo99uijj3Lo0CGzAgYPHsygQYPKHHRYs2YN8+bNw8fHBx8fH+bOncvq1asNy4uKihg+fDhTpkyha9euZj2/EEIIIYQQQtxvCgsL+frrr5kxYwYODg4MGzYMrVbL0aNHK922W7du9OnTBwcHBwICAggNDa3S5QQRERHKn3X03XffcevWLfr162fW9qdPnyYoKMjk9XNycnBzc+PmzZucOXOGoqIi3N3dyc7OrnTbRYsWMXLkyDLP7ijZ79mzZ0lJSTHsU6PRsGbNGg4cOICNjQ1vv/02EydOJCoqymjOyhYtWnD+/HnDgJa1VHngwtXVlZycHKPHsrKycHV1vWtRADdv3uTy5cu0a9fO8Fi7du1ITk42nNr0ySef8P333/Pee+8RGhpKZGTkXW0QQgghhBBCiL+itLQ0dDqd0Zfd+vXrk5KSUum28fHx9OvXj7p16+Lp6cn27dspKCioztwaVVxczIsvvsg777xj9j4yMzOrNDeGq6sr2dnZ/P3vf+fKlSs4OjqSlZWFVqutcLsLFy4YLgepaL+//PILQ4YMMexTp9Mxbtw4NmzYwGuvvYa7uzvdunUzuiwGMLwGa9/Bs8rnvPTr148JEybwwQcfULduXa5du8bkyZPp37//XQ0rGVny9PQ0PFbyz1lZWXh4eDB69GhGjx5d6b4iIiJYsGCB0WNffvllmesGBwcbrreKi4sr9xSm6lzP1D5r2rNnT5kjevfS8bNWn6wn61ljvRLSJ33SVz7pkz5z13N0dCQwMJCcnBw0Gg329vY4OjoCkJ+fX2ouuJIveDqdznCNeWXXzVtjPen76/RpNBr0er3hzzqdDm9vb2xsbEhJSTFcLnD9+nVq165d7v5LHp80aRKdO3fmiy++wNHRkSFDhhhtU/Lai4uLy9xXZa+j5HFrHb+srCxiY2NLzRdRv359rl69alKfp6cnmZmZJn8OmjZtSmJiIgUFBdjZ2XHlyhVyc3Np0qRJqe3+uL+TJ0+SkJCAs7Oz0Trnzp1j69atBAUFcebMGdq0aQPcmUvjiSeeAO7MNVJyOcrp06e5ePEi//znP9m7dy89e/YEMJw08MezMP78Xv8/9u48Lqp6/+P4exBQBFFIzQUMMwVccF/TAM0l11IzzTQ0s25parmvWO6WqWn9vG50S7PUFE3NSkTtmluKCwaaQogLkoCggoLz/f3BZQIFHeYMnA/wfj4ePMqZM2dec2YOA1/OfI9SCnfu3MG9e/ce+/3PYiqfkpKSVPfu3ZXBYFAODg7KxsZGde/eXSUmJuZ3VTnMmDFD9erVy/TvhIQEBUD9+eefpsvOnz+vAKikpCRN92XBwy5UW7dufewyUVFRCoDCCwsV+q7N+8t3kgKgqvlPVRFOVVS1boseudxj1/fCQgVARUVFFfyGsJA5208vktuUYp9WkvsktynFPq3YZznJbUqxT6vC6ktLS1PR0dHq/v37Zi1/584dFR0dXcBV2pj7WPTCvvxZsWKFatGihcrIyMjR1qVLFzVq1Ch17949tWHDBlWxYkV169Yt0/WRkZGqTJky6vr16znW16xZM/Xxxx8rpZT673//q5ycnNSMGTNyLOPv769mzZqVa8+SJUtUrVq1cr1O2rZTSqm1a9cqX19fpZT5fUOGDFFz587N1/3UrVtXzZ07V925c0e9++67qnv37jmuj42NVbVq1VKbN2/Ocx2DBw/O8VzMnz9fNW/eXCUmJqq9e/eqcuXKqcuXL+e4zdmzZ1WvXr1Uenq6evfdd9WuXbtM1/366695PldKZW6P6OhodffuXbMeo6W/i+f7oyLly5fH9u3bceXKFezbtw+XL1/G9u3bcxwZYQ0uLi5wc3NDWFiY6bKwsDC4u7ubJpMhIiIiIiKiR+vXrx8cHR1RvXp11KhRA8nJyQCAFStWIDw8HJUqVcKsWbOwcePGHFMA1KlTB0OHDkX9+vXh5uaG3bt3AwAWLlyIFStWoFy5cliwYAE6d+780H3Onj0ba9euhaOjI6ZMmZLjuoSEBFy4cKEAH7H+XnjhBezbty9ft9mwYQO+/fZbuLq64syZM/i///u/HNenp6fjwoULpufPHGPGjEH9+vXh7u6OQYMGYc2aNaYjbLJ4e3vjqaeeQqVKlZCQkIBOnTqZrgsNDbX6pysskf/pUf+nSpUqqFKliuaAjIwM05fRaERaWhpsbGxgb2+PIUOGYPbs2Xj22WcBAHPmzMGwYcMsvq+goCAEBQVpbi5o2Q+rpfyTvP0ktwHs00pyn+Q2gH1asc9yktsA9mklvY+osFSoUAEhISEAcn6EpUaNGvj5558fedvly5dj+fLlOS7z8/PDuXPnHnm71q1b53lGjMDAQAQGBppZr7+AgAAEBATk6za9evXCBx98gLi4OLNPidqgQQOcOHEiz+s9PDweO6np2rVrc5zm1M7ODmvWrMGaNWseebslS5ZgyZIlD12+YcMGrFu37jHlBS/fAxdGoxE//PADIiMjkZqamuO66dOn5ztg1qxZOeafcHBwgK+vL0JDQzFt2jTcuHED3t7eAICBAwdi8uTJ+b6PLFkvOIPBYPE6CoOEOSyKMsnbT3IbwD6tJPdJbgPYpxX7LCe5DWCfVpL7pP88mv0XH4nYZznJbUDx6bO3t8ekSZOwaNEizJ8/v4Cr/mHN7bdz507UrVvXND+GnvI9cDFgwACEhISgefPmpkk3AMu/+T5qtM3Ozi7XET4iIiIiIiIiyf71r3/pnaBJ165dRXxMBLDgdKi7du3CqVOnsHPnTmzZssX09f333xdEX4kUERGhd0KRJnn7SW4D2KeV5D7JbQD7tGKf5SS3AezTSnLf4w731tvjzrqgN/ZZTnIbwD6tpPdZKt8DF3Xr1hV/+E5egoKC4Ofnp3fGY5lzSi/Km+TtJ7kNYJ9WkvsktwHs04p9lpPcBrBPK+l9RERknnyPQLRq1Qp+fn4IDAzE0qVLc3xJFxAQgNDQUL0ziIiIiIiokPj5+T12gv63334bc+bMyXHZyy+/DCcnJxgMBkRHRxdcoHBaH39oaCg8PDys1lOYvvvuO9SoUQPlypXDsGHDkJGRka/bnzlzBm3atDF7+Zs3b+LFF1+Eo6MjPD09sX//frNvO2nSJLi4uKBq1apYtmxZjuuWLl2KJ598Eq6urjnO8LJixQpUq1YNHTp0QHx8/EPrjI+PR926dXH37l2zOwpKvue4OHnyJKpUqfLQqV0MBgPee+89q4UREREREREVhgdPOwkAGzduBCB/IlUqGLGxsRg6dCi2bduGxo0bo1OnTli6dClGjx5t9jqmT5+OsWPHmr38pEmTYDQaERcXh61bt+Lll19GdHQ0HBwcHnm77777Dt988w1Onz6NhIQE+Pr6onXr1mjatCmOHDmCGTNm4MCBA6hQoQLatm2Lpk2bonPnzlizZg3OnTuH4OBgLFmyBLNmzcqx3kqVKqF9+/ZYuXIlRowYYfbjKAj5PuJi7969uX5lnV6HiIiIiIiosLi5uT00n8ndu3dRpkwZpKSkAADCw8Ph4+OD8uXL5zij4S+//AInJyfY2dnl+/Sc69evh7e3N1xdXdG/f38kJyebdbvbt2/jnXfeQfXq1VGxYkWMHDnSdN3+/fvh4+ODChUqoHPnzoiNjTVd5+HhgZkzZ6JWrVp44oknsGrVKtN1fn5+GDduXK6PMSMjA5MnT0aNGjVQtWpVzJw5M8ccKydOnMBzzz2HChUqwNPTE7t27QIA9OjRA05OTgCAevXqwcnJCRMmTMix7Ro3bgwXFxd06dIFV69ezbFtsu5v8+bND22DI0eOwMvLC0eOHDFrm+khODgYrVu3Rvv27eHi4oJRo0Zhw4YNZt/+ypUr2L9/P7p37272bTZu3IgJEybAyckJr732GpydnbF3716zbvfmm2/Czc0N9evXR58+ffDtt9+aruvbty/q168PNzc3DBs2zPQ4DAYDDAZDjtdDenp6jtfygAED8O9//9vsx1BQLJqsQimFU6dO4ccffwSQuTPcv3/fqmEFoajMcUFEREREROZp2bIlfv/99xyXnT59GrVr10a5cuUAACEhIdi3bx9CQkIwa9YsXL9+HQDw/PPP49atWxg4cGC+7vPgwYMYOXIk1q9fj2vXrqFs2bKYOnWqWbcdPXo0YmJicOrUKcTExKBt27YAgDt37qBv376YPn06rl+/jjp16uCtt97KcdsjR47gzJkzWLVqFcaNG5djIsa8HuOCBQuwZ88eHDt2DKdPn0ZwcDC2bNkCIPOjCZ07d8brr7+O+Ph47N69G2XKlAEAbN++Hbdu3QKQOfBz69Yt02k9o6Ki8NJLL2HBggWIj49Hy5YtTa2XL1/G8OHDsWnTJkRGRj703GQ91sjISNy5c8fsbV7YIiMjUbduXXzzzTcYN24c6tatm695c37++Wc0b94c9vb2Zi2fkJCAv//+G56enujYsSPOnz8Pb29vs+4zq/X999/Hd999l6M167pPPvkEixcvNl3n6OiIwYMH45lnnsHq1asxbNgwLF68GAMGDMjx0aCWLVvizz//zDGIpod8D1xERkaiXr168PX1Rd++fQFkHpry+uuvWz3O2jjHBRERERFR8ZI1cJGamoonnngC58+fx++//45WrVqZlhk4cCBcXFzQtGlTVKpUCRcvXtR0n2vXrsXQoUPRuHFj2Nvb47333sPWrVsfezuj0YivvvoKn3zyCZ544gmULVsWr7zyCgDgt99+g7OzM/r27Qt7e3uMGzcOu3fvzjGvwhtvvAEHBwd069YNSUlJpsGJRz3GtWvXYvr06ahcuTIqVqyI119/3dT6ww8/oFatWnjjjTdgZ2cHDw8P+Pv7P/ZxrF+/Hl26dEHHjh1ha2uLMWPGYMeOHUhPT8fu3bvRunVrtGjRAs7OzrmeEtTPzw9KKdF/VL59+zbKlSuHy5cv4/z583B2djYN5Jjj9OnTqFOnTr7uDwDKlCmD8PBwJCYmmn2fWa3nz5/HlStXctwu67ro6GhERUXluO6dd97B6dOn4evriylTpqBhw4bYtGkTfHx8TOu2tbXFM888g1OnTpn9WApCvue4GD58OEaPHo3hw4fDxcUFQOb5XceNG2f1uJLK09NT74QiTfL2k9wGsE8ryX2S2wD2acU+y0luA9inlfQ+so5WrVph2rRpOHjwINzd3bFnzx4cP348x8CFq6ur6f/t7e2Rlpam6T5jY2Oxbt06rFy5EkDmEenmTNwYHx+Pu3fv5jpZ5fXr1/Hkk0+a/l2lShXcv38ff//9N6pUqZLjcWT9FT/748jrMcbGxmLAgAGmM0Pev3/fdJRHbGysRRNnxsbGYvv27ahQoYLpMjs7O8TFxeH69euoXLmy6fLsj6kocXR0xK1btzBr1iyMHTsWJ06cMH10xhw3b97M12N3dHQEkPlphitXrgAAUlJSzLrPrNbt27fDaDRiyZIlpttlXffZZ58BALZs2WK6bsGCBTh37hxGjhyJCxcuYPDgwahVqxY2bdqEihUrmtZfrlw5JCUlmf1YCkK+j7g4deoU3nzzTQD/TFRTvnx50Yf5FDVeXl56JxRpkref5DaAfVpJ7pPcBrBPK/ZZTnIbwD6tJPdJn/Ax65dcqbL3NWvWDKdPn8aePXswZ84chIaGPnTEhRYPzgEAZM6r8eGHHyIpKQlJSUm4efOm6S/mD/ZlV6lSJZQuXTrXs3RUrlwZcXFxpn9fu3YNNjY2OX6BtISbmxtCQkJMrSkpKaZ5LNzc3B57xpDcXqtZcyVkrTMpKQlpaWlwc3ND5cqVcxwJkv0xmUPKa69OnTo4e/as6d9nz56Fp6en2X0VKlQwzbFiDldXV1SsWDHX+8xPq42NTY7b5fU4AGDkyJFYtWoVGjZsiLlz5yIsLAxvvvnmQ2cMTUlJyTFIpYd8vyo8PDxw4MCBHJcdOnQItWrVsloUERERERGROcqWLYunnnoKW7duRefOnZGUlISYmBh4e3tbZf0eHh44ePBgjstef/11LF++HKdPnwYAXLp0CcHBwY9dl42NDQYOHIhx48YhISEBqamp2LRpE4DMI0eSkpKwadMmpKenY+HChejcuTNsbfN9kPxDrdOmTUNcXByMRiNOnTqF//73vwCAbt264c8//0RQUBAyMjJw6dKlhz5aX6VKFZw5cybHZf3798fGjRvx66+/QimF+Ph402SQnTt3xqFDh3DkyBGkpKTkesaWw4cP45lnnsHhw4c1PbaC1KtXLxw8eBChoaFISkrCkiVLTB/rMUeDBg3yNScGkHkK3gULFuD27dtYv349kpOTH/rojp+fX45JUgGgX79+WLlyJS5fvozw8HBs3rwZ/fr1M61z06ZNCA8Px+XLl7Fq1SrT48h+thKlFEqVKgV7e3vcu3fPdHlGRgb+/PPPHB8f0UO+By5mzpyJrl27Yvjw4bh79y6mTZuGPn365HsWXj0Ulck5H5wVmfJH8vaT3AawTyvJfZLbAPZpxT7LSW4D2KeV5L4H/4IvTfZJHyV6sK9ly5bw8vJCqVKl0KRJEzRq1Misv4xnnTlj3bp1mDNnDpycnPD222/nWObTTz/F+PHj4eTkZDq7Qtu2bTFnzhz0798f5cqVg7+/Py5cuJBnX3aLFy9GtWrVUK9ePVSvXt10dkZHR0ds2rQJM2fORKVKlRAREZHrL/35NWHCBDRt2hQtW7ZEhQoVMHToUNMcBxUqVMCPP/6I1atX44knnoCvr2+OI0cAYM6cOXj77bdRvXp10+98tWrVwtdff43Ro0ejfPnyaNKkiWkSzurVq2PFihXo27cv6tSpA19f34eaUlNTceHCBaSmpj50nZTXnru7O9asWYNBgwbB3d0dPj4+GDVqlNl9HTt2xLFjx3IMAjzO3LlzAWQemRMYGIiNGzc+dCrU6Ojoh45i6devH1555RXUr18f/v7++PDDD9GsWTMAmfvGjBkz4O/vj/r162PAgAHo06fPQ/c9ZswY1KlTBwsWLMCoUaNMl2cNMrm5uZn9OAqCQVnwXfPYsWNYvXo1YmJi4O7ujqFDh6JFixYF0VcgcjvcS5Lg4GD06tXrkctER0ejZs2awAsLAcdHHD4Wfw7YNxfV/Kci5OgqtPcdjysOLnku99j13f4b2DUOUVFRFn0erjCYs/30IrkNYJ9WkvsktwHs04p9lpPcBrBPq8Lqu3v3Lq5duwZ3d3ezfllOTU3F9evX8dRTTxV4m6WMRqOYQ/Zzwz7LSW4Dildfnz59MHDgQPTu3buAq/5h7e337rvvwtvbGyNGjMjz/i5duoSqVauadQYVS38Xt+i4o2bNmplGcIiIiIiIiIgop5kzZ+Ktt94q1IELa/r777+xd+9eLFq0SO+U/A9cfPjhh3leN336dE0xRERERERERMVB/fr1TfOJFEUPThaqp3wPXJw4cSLHv5OTk3Ho0CE899xzVosiIiIiIiIiIgIsGLjYsmXLQ5dFR0djzpw5VgkqSEFBQQgKCtI7g4iIiIiIiIjMZJVZOzw8PHD8+HFrrKpABQQEPHR6HyIiIiKiwpQ1OV1KSgrS09NFTxpPRJQbpRTu3buHlJQUAJnf1wpSvo+4WLp0aY5/Z2Rk4LfffhM982tR4+npqXdCkSZ5+0luA9inleQ+yW0A+7Rin+UktwHs00pqX+nSpeHo6IikpCTTqRUNBkOB/+BPRGQNSinTgGupUqVQoUIF2NpadN4Ps2n+qEiZMmXg6emJTz75xGpRJZ2Xl5feCUWa5O0nuQ1gn1aS+yS3AezTin2Wk9wGsE8rqX0GgwGVKlWCUgr37983HXXBIy+IqCgwGAywsbGBra1tgQ9YZMn3vezdu7cgOoiIiIiIShSDwVCoP/gTERVV/HyHQBEREXonFGmSt5/kNoB9Wknuk9wGsE8r9llOchvAPq0k9929e1fvhEdinzaS+yS3AezTSnqfpfI9cGFjY4NSpUrl+ZV1PVkuMjJS74QiTfL2k9wGsE8ryX2S2wD2acU+y0luA9inleS+9PR0vRMeiX3aSO6T3AawTyvpfZbK93Fp48aNw7FjxzBq1ChUrVoVV69exWeffQZfX1/06NGjIBqthqdDJSIiIiIiIipa8j1w8fXXX+P8+fMoW7as6bL27dvD09MTU6dOtWqctQUEBCAgIIAzNhMRERGR1aWnp8Pe3p4/axIRWVm+By5KlSqF8+fPo2HDhqbLLl68yNOhEhEREVGJZG9vjzJlyuDatWsoVaoU7OzsHnt603v37iE1NbUQK/OHfdpI7pPcBrBPK+l9lsr3wMXEiRPRtm1bdOnSBVWqVEFcXBx+/PFHzJs3ryD6iIiIiIhEMxgMqFy5MjIyMnD37l1kZGTAaDQ+8vSmf/31Fzw9PQuxMn/Yp43kPsltAPu0kt5nqXwPXLzzzjto3bo1goODERcXh7p162LixIlo0qRJQfSRULGxsY9dxtnZGa6uroVQQ0RERKQvg8EAOzs72NnZmbV8fHw82rRpU8BVlmOfNpL7JLcB7NNKep+lLDppdOPGjdG4cWNrt9D/iB4hu3cHMNigXbt2j120nHMFREddKPTBC8nbT3IbwD6tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9Wknvs5RBPeoYtjxs2LAB3333HeLj43HgwAHs27cPKSkp6N69e0E0Wp3BYHjkoXtFQXR0NGrWrAm8sBBwrJj3gvHngH1zUc1/KkKOrkJ73/G44uCS53Lmrg9+kwCHRwxIpCYAoXMRFRUFDw8Psx8XERERERERFU+W/i6e7xk1P/roI8ybNw/PPfccTp06BQBwcXHBhx9+mO87pyLMwTVzgCOvr0cNahARERERERGZKd8DFytXrsRPP/2E0aNHm84kUq9ePZw7d87qcSVVRESE3glFmuTtJ7kNYJ9WkvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WSrfAxcZGRlwcnICANMpnm7fvm26TLKgoCD4+fnpnfFYkZGReicUaZK3n+Q2gH1aSe6T3AawTyv2WU5yG8A+rST3SW4D2KeV5D7JbQD7tJLeZ6l8D1x06dIFQ4cOxZUrVwBknid24sSJeOGFF6weZ20BAQEIDQ3VO4OIiIiIiIiIzJTvgYtFixbh9u3bcHNzQ1JSEpycnHDp0iUsXLiwIPqIiIiIiIiIqATL9+lQK1SogO3btyMuLg4xMTFwd3dHlSpVCqKNiIiIiIiIiEq4fB9xMXnyZPz+++948skn0bx5cw5aEBEREREREVGByffAxbJly9CgQYOCaCEiIiIiIiIiyiHfAxeurq5ITU0tiBb6H09PT70TijTJ209yG8A+rST3SW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ77NUvgcu5s2bhxEjRiAuLq4gegiAl5eX3glFmuTtJ7kNYJ9WkvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WSrfk3P+61//wp07d7B+/Xo4OjrC1vafVSQkJFg1joiIiIiIiIhKtnwfcbF161b89NNPCAkJwfbt27FlyxbTF1lHRESE3glFmuTtJ7kNYJ9WkvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WSrfAxe+vr55fpF1REZG6p1QpEnefpLbAPZpJblPchvAPq3YZznJbQD7tJLcJ7kNYJ9WkvsktwHs00p6n6XMGriYNm1arv9PRERERERERFSQzBq4WLJkSa7/X9QEBQXBz89P7wwiIiIiIiIiMpNZk3O6uLhg3bp1aNCgAe7fv4/Tp09DKfXQcj4+PlYPtKaAgAAEBATAYDDonUJEREREREREZjBr4OKzzz7DBx98gOjoaBiNRjRs2PChZQwGA+7fv2/1QCIiIiIiIiIqucz6qEjPnj1x/vx5pKeno2zZsjAajQ99cdCCiIiIiIiIiKwt32cVqVu3bkF0UDaenp56JxRpkref5DaAfVpJ7pPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5nKYPKbbKKYs5gMOQ6R0dREh0djZo1awIvLAQcK+a9YPw5YN9cVPOfipCjq9DedzyuOLjkuZy563vscrf/BnaNQ1RUFDw8PMx+XERERERERFQ8Wfq7eL6PuCAiIiIiIiIiKiwcuBAoIiJC74QiTfL2k9wGsE8ryX2S2wD2acU+y0luA9inleQ+yW0A+7SS3Ce5DWCfVtL7LMWBC4EiIyP1TijSJG8/yW0A+7SS3Ce5DWCfVuyznOQ2gH1aSe6T3AawTyvJfZLbAPZpJb3PUhy4ICIiIiIiIiKxOHBBRERERERERGJx4IKIiIiIiIiIxOLABRERERERERGJxYELIiIiIiIiIhKLAxcCeXp66p1QpEnefpLbAPZpJblPchvAPq3YZznJbQD7tJLcJ7kNYJ9WLNUpewAAIABJREFUkvsktwHs00p6n6UMSimld4Sl0tPT4efnh/DwcKxatQp9+/Y163YGgwFF+GEDAKKjo1GzZk3ghYWAY8W8F4w/B+ybi2r+UxFydBXa+47HFQeXPJczd32PXe7238CucThw4ADc3Nwe+VicnZ3h6ur6yGWIiIiIiIioaLP0d3HbAmgpNLa2tti0aRNWrFihdwo96N4dwGCDdu3aPXbRcs4VEB11gYMXRERERERE9JAi/VERg8GAqlWr6p1hdREREXonaJeRBigj4Dcp8+iMvL78JiElOQnJyclWu2vJ209yG8A+rST3SW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ77OU7gMXy5YtQ7NmzVC6dGm8+OKLOa5LT0/HiBEj4OrqCldXV4wcORIZGRk6lRaeyMhIvROsx8E18yMleX05WP8oC8nbT3IbwD6tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9Wknvs5TuAxfVqlXD1KlT8eabbz503axZs/Drr78iPDwc4eHhOHDgAObMmaNDJRERERERERHpQfc5Lnr37g0ACAsLQ2xsbI7r1qxZg08//dT0cZApU6Zg7NixmD59eqF3UsF68LnPDSfxJCIiIiIiKnl0H7jIS2JiImJjY9GoUSPTZY0aNUJMTAxu3ryJ8uXLAwD69euHY8eOwcnJCUeOHMGCBQseWldgYCBmzpyZ47Lg4OBc79fT0xNeXl4AMj8flNehNgW5nLl9xUI+JvF0dHLG/32xHOXKlXvoOku2n17PL5fjcnosl4V97GNf3tjHvsJeLiIiQvT7B/uKb19wcLDon1/YV7z7LCHmdKiBgYEICwvD1q1bAQCXLl1CjRo1EB8fj4oVM0+7GR8fj8qVK+PSpUuPPcXmo0g/HWpwcDB69er1yGXEnw41v8v5TXr0fBepCUDoXERFRcHDwyPv5WDe9tOL5DaAfVpJ7pPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5X7E6H6uTkBAC4efOmaeDi5s2bAJDrX9ypiMuaxJOIiIiIiIgoG90n58yLi4sL3NzcEBYWZrosLCwM7u7upo+JFFfZD6ul/JO8/SS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PkvpPnCRkZGBtLQ0ZGRkwGg0Ii0tDffu3QMADBkyBLNnz8a1a9dw7do1zJkzB8OGDbP4voKCguDn52el8oJTrOaw0IHk7Se5DWCfVpL7JLcB7NOKfZaT3AawTyvJfZLbAPZpJblPchvAPq2k91lK94+KzJo1K8fEmQ4ODvD19UVoaCimTZuGGzduwNvbGwAwcOBATJ482eL7CggIQEBAAAwGg+ZuIiIiIiIiIip4uh9xERgYCKVUjq/Q0FAAgJ2dHZYvX47ExEQkJiZi2bJlsLXVfaylwEVEROidUKRJ3n6S2wD2aSW5T3IbwD6t2Gc5yW0A+7SS3Ce5DWCfVpL7JLcB7NNKep+ldB+4KExF5aMi1jplTEkleftJbgPYp5XkPsltAPu0Yp/lJLcB7NNKcp/kNoB9Wknuk9wGsE8r6X2WKlEDFwEBAaajOYiIiIiIiIhIvhI1cEFERERERERERQsHLoiIiIiIiIhIrBI1cFFU5rggIiIiIiIiokwlauCCc1wQERERERERFS0lauCiqPD09NQ7oUiTvP0ktwHs00pyn+Q2gH1asc9yktsA9mkluU9yG8A+rST3SW4D2KeV9D5LceBCIC8vL70TijTJ209yG8A+rST3SW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ77MUBy6IiIiIiIiISKwSNXBRVCbnjIiI0DuhSJO8/SS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PkuVqIGLojI5Z2RkpN4JRZrk7Se5DWCfVpL7JLcB7NOKfZaT3AawTyvJfZLbAPZpJblPchvAPq2k91mqRA1cEBEREREREVHRwoELIiIiIiIiIhKLAxdEREREREREJBYHLoiIiIiIiIhIrBI1cFFUzipCRERERERERJlK1MBFUTmriKenp94JRZrk7Se5DWCfVpL7JLcB7NOKfZaT3AawTyvJfZLbAPZpJblPchvAPq2k91mqRA1cFBVeXl56JxRpkref5DaAfVpJ7pPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5nKQ5cEBEREREREZFYHLgQKCIiQu+EIk3y9pPcBrBPK8l9ktsA9mnFPstJbgPYp5XkPsltAPu0ktwnuQ1gn1bS+yzFgQuBIiMj9U4o0iRvP8ltAPu0ktwnuQ1gn1bss5zkNoB9Wknuk9wGsE8ryX2S2wD2aSW9z1K2egcQWVtKSgqio6Mfu5yzszNcXV0LPoiIiIiIiIgsVqIGLoKCghAUFKR3BhWghIQEDH/rbaTeuf3YZcs5V0B01AUOXhAREREREQlWogYuAgICEBAQAIPBoHcKFZDk5OTMQQu/SYDDIwYkUhOQEjoXycnJHLggIiIiIiISrEQNXFAJ4uAKOFbUu4KIiIiIiIg04uScRERERERERCQWBy4E8vT01DuBCoj055Z92kjuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpDlwI5OXlpXcCFRDpzy37tJHcJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9SHLggIiIiIiIiIrE4cCFQRESE3gklRmxsLKKjo/P8SkhIMGs9CQkJj1xP1tehQ4cK+BFpI/21xz7LSW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DaAfVpJ77NUiRq4CAoKgp+fn94ZjxUZGal3QvF37w5gsEG7du1Qs2bNPL88atZ67OBFQkICPGrWeuR6sr7ad3je7MEQPUh/7bHPcpLbAPZpxT7LSW4D2KeV5D7JbQD7tJLcJ7kNYJ9W0vssVaJOhxoQEICAgAAYDAa9U0hvGWmAMgJ+kzJPnZqb1ASkhM5FcnIyXF3zWAZAcnIyUpKTHr2u/60v1Yz1ERERERER0T9K1MAF0UMcXAHHivLWRURERERERABK2EdFiIiIiIiIiKho4cAFEREREREREYnFgQsiIiIiIiIiEosDFwJ5enrqnUAllPTXHvssJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9SHLgQyMvLS+8EKqGkv/bYZznJbQD7tGKf5SS3AezTSnKf5DaAfVpJ7pPcBrBPK+l9luLABRERERERERGJxYELgSIiIvROoBJK+muPfZaT3AawTyv2WU5yG8A+rST3SW4D2KeV5D7JbQD7tJLeZykOXAgUGRmpdwKVUNJfe+yznOQ2gH1asc9yktsA9mkluU9yG8A+rST3SW4D2KeV9D5LceCCiIiIiIiIiMSy1TuAKD9iY2M1XU9ERERERCVHQkICkpOTH7ucs7MzXF1dH7tcSkoKoqOjrbY+a/cVVyVq4CIoKAhBQUF6Z5Al7t0BDDZo166d3iVERERERFQEJCQkwKNmLaQkJz122XLOFRAddeGRgwMJCQkY/tbbSL1z22rrs2ZfcVaiBi4CAgIQEBAAg8GgdwrlV0YaoIyA3yTA4RE7a8JF4PAXhddFREREREQiJScnZw4KPO53iNQEpITORXJy8iMHBpKTkzMHLay4Pmv2FWclauCCigEHV8CxYt7X30kovBYiIiIiIpLvcb9DFLf1FUOcnFMgT09PvROohJL+2mOf5SS3AezTin2Wk9wGsE8ryX2S2wD2aSW5T3IbIL9PuuK6/ThwIZCXl5feCVRCSX/tsc9yktsA9mnFPstJbgPYp5XkPsltAPu0ktwnuQ2Q3yddcd1+HLggIiIiIiIiIrE4cCFQRESE3glUQkl/7bHPcpLbAPZpxT7LSW4D2KeV5D7JbQD7tJLcJ7kNkN8nXXHdfhy4ECgyMlLvBCqhpL/22Gc5yW0A+7Rin+UktwHs00pyn+Q2gH1aSe6T3AbI75OuuG4/DlwQERERERERkVgcuCAiIiIiIiIisThwQURERERERERiceCCiIiIiIiIiMTiwAURERERERERicWBC4E8PT31TqASSvprj32Wk9wGsE8r9llOchvAPq0k90luA9inleQ+yW2A/D7piuv248CFQF5eXnonUAkl/bXHPstJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNkB+n3TFdfsV+YGLlStXok2bNvDz88PFixf1ziEiIiIiIiIiKyrSAxcJCQlYtWoV9u/fj4ULF2LixIl6J1lFRESE3glUQkl/7bHPcpLbAPZpxT7LSW4D2KeV5D7JbQD7tJLcJ7kNkN8nXXHdfkV64OLw4cPw8/ODra0tmjdvjnPnzumdZBWRkZF6J1AJJf21xz7LSW4D2KcV+ywnuQ1gn1aS+yS3AezTSnKf5DZAfp90xXX76T5wsWzZMjRr1gylS5fGiy++mOO69PR0jBgxAq6urnB1dcXIkSORkZFhuj4xMREuLi6mfxuNxkLrJiIiIiIiIqKCp/vARbVq1TB16lS8+eabD103a9Ys/PrrrwgPD0d4eDgOHDiAOXPmmK53cXFBUlKS6d82Nro/HCIiIiIiIiKyIlu9A3r37g0ACAsLQ2xsbI7r1qxZg08//RRVq1YFAEyZMgVjx47F9OnTAQAtW7bEhx9+iPv37+PkyZOoXbt24cYTFZCEhAQkJyc/djlnZ2e4uroWQhEVdSkpKYiOjn7scnxNFW/mfm+5f/8+SpUq9djlrPl6sfb3PXPXl5KSYlYfEREVfw/+Pprf6/VeH1B839d0H7jIS2JiImJjY9GoUSPTZY0aNUJMTAxu3ryJ8uXLw9XVFa+//jratWsHOzs7rF69Otd1BQYGYubMmTkuCw4OznVZT09P0ylkIiIi8vyMUEEuZ24fFY4LFy7g5MmTuV7n6emJMmXKWHV9lStXhkfNWkhJTsp1mezKOVfAT7t3IS4uLs/16f165nL6L/fkk09i+FtvI/XO7Vyvz66ccwVER13A9evXC/VxZJG4/YpL35NPPolOnV8w63sLbEoBxvuPXczc18vj+lJSUvD2v97F7VuPH2hwdHJGzF9RcHV1tcr6HMo6omvXro9cX9bj0OP5zY59xa8vIiJC9PsH+4pvX3BwsOifX6zVl9fPyA+5dwcw2KBdu3bmLS94fQ5lHQEAzZo1E/v8WsKglFJWWZNGgYGBCAsLw9atWwEAly5dQo0aNRAfH4+KFSsCAOLj41G5cmVcunQJbm5uFt+XwWCAkIedq+DgYPTq1euRy0RHR6NmzZrACwsBx4p5Lxh/Dtg3F9X8pyLk6Cq09x2PKw4ueS5n7vpKxHK3/wZ2jUNUVBQ8PDzyXJXZz0V+1+c3CXB4xF8VUxOA0LmPXV9+mPPa0xP7LKPna8pcUrddluLQZ/brIOEicPgLq75eHtdn7ddoUXjNm6s4vPb0JLlPchvAPq0k90luA6zbl9/fmcx+j5S6viLwvmbp7+Jij7hwcnICANy8edM0cHHz5k0AQLly5XTrKgzZ/zpFJZiD66O/gRUA6a899mmkw2vKXNK3XbHqe9zr4E6Cecvlg9l91n6NCn7Nm6tYvfZ0ILlPchvAPq0k90luA3TuM/c9Uur6ijGxs1m6uLjAzc0NYWFhpsvCwsLg7u6O8uXLW7TOoKAg+Pn5Wamw4PCjIKQX6a899hVf0rcd+7SR3ieZ9G3HPstJbgPYp5XkPsltgPw+0ofuAxcZGRlIS0tDRkYGjEYj0tLScO/ePQDAkCFDMHv2bFy7dg3Xrl3DnDlzMGzYMIvvKyAgAKGhoVYqJyIiIiIiIqKCpvvAxaxZs+Dg4IDZs2dj+/btcHBwQKdOnQAA06ZNQ+vWreHt7Q1vb2+0adMGkydP1rm44EVEROidQCWU9Nce+4ov6duOfdpI75NM+rZjn+UktwHs00pyn+Q2QH4f6UP3gYvAwEAopXJ8ZR0VYWdnh+XLlyMxMRGJiYlYtmwZbG3FTsthNdaaeZUov6S/9thXfEnfduzTRnqfZNK3HfssJ7kNYJ9WkvsktwHy+0gfug9cFKaiMscFEREREREREWUqUQMXnOOCiIiIiIiIqGgpUQMXRERERERERFS0cOCCiIiIiIiIiMQqUQMXnOOCiIiIiIiIqGgxKKWU3hGFzWAw6J1AREREREREVOJYMgRRoo64yO7BU7Dm9uXr66vLcgXV97j16t0ncftJbmMf+6S3sY99+emT3MY+9klvYx/7pLexj33Z+yxRYgcuiIiIiIiIiEg+Dlw8QkBAgC7LmYt92pizPsltBbGcudinjTXvV3JbfpYzF/u0kdwnua0g7pd9hbOcufgzgeXYpw1/JrAc+7SR3vcQVQLNmDFD74RHKqg+a623pG4/a5DcphT7tJLcJ7lNKfZpxT7LSW5Tin1aSe6T3KYU+7SS3Ce5TSn2aVVc+0rk5JxEREREREREVDTwoyJEREREREREJBYHLoiIiIiIiIhILA5cEBEREREREZFYHLggIiIiIiIiIrFK3MDFzZs3YTQa9c7I1a1btwpu5ffuZf63GM/FGhISgtOnT+udkafLly8jNTVV7wwiIiIiIqIipcQMXERFRaFdu3Z46aWX0K9fP1y/fl3vJJPz58/jhRdewODBg/Hqq6/ixo0b1lv5H38AHTsCc+dm/ttgsN66hbh8+TJ8fX0xcOBAHDlyRO+ch1y8eBG+vr546aWX0LlzZxw6dEjvpIdIHcwDAOknPrLq/loArl69KrrxXtagKuQ911FRUTh79qzeGXmKiYnBhQsXxG03IPN9beHChUhPT9c7JVdhYWEIDAxERESE3im5On/+PPbv34+///4bAPeN/JC8XwDcN7SSvG9I3i8A7htaSd43JO8XgPX2jRIxcHHr1i0MGjQIPj4+WL58OS5fvozhw4fjjz/+0DsNK1euhJ+fHxo3bozp06fjjz/+wL/+9S/cv3/f8pVmvVjXrwfatgWaNAEGDAAE/3KqxdSpU1GzZk1cvXoVb7zxht45OVy7dg0vv/wyWrZsiX379uGJJ57Axx9/jJSUFL3TAGTuGyNGjMB7772HXbt24c6dOwBkfMO7desWJkyYgGnTpuHHH380Ha0ioS3L6tWrUaNGDYSFhemd8pDbt2+jf//+6NSpE06ePClucOrWrVt4++23MXjwYCxevBhJSUkwGAwint/09HQMGjQIzZs3x2uvvYbXXnsN4eHhAGQM8t2+fRuvvfYa/Pz8EBAQgKFDhyIyMhKAjP0jLS0NkydPxoQJE7Bv3z69c3IwGo0YM2YMnn32WRiNRpQtW1bb+62V3bt3D4MHD8azzz6LqVOnomvXrjhy5AgMBoOI157kfUP6fgFw39BC8r4heb8AuG9oJXnfkLxfANbfN0rEwMVff/2F9PR0jB8/Ht7e3li/fj3KlCkjYlQvOjoaM2bMwJw5c9CoUSNs3LgR33//vbYjQrKOqtixA3j/fWD+fKBOHSApyTrRgly/fh2nT59GQEAAAGDdunX46quv8Ndff+kb9j+nTp2Cra0txo0bBwcHByxcuBD79u1DRkaG3mmIiYlBixYtcO3aNRgMBkyZMgUjR44EABh0PjLnyy+/RM2aNXHt2jUkJSVh5syZmPu/o4b0bsvu3LlzSE1NxdKlS8W8iQFAamoq+vTpg9u3b2Pv3r1o3749bGzkfLs/deoUGjdujLS0NLRu3Rrr16/H6NGjAch4fn/88UfExMTg0qVLWLFiBQwGA15++WUA0H07xsTE4KWXXkJqaioiIyMxffp0pKam4uOPPwYgY/uVKVMGzzzzDGrXro0JEyYU7Mcg8+ncuXM4fvw4jh07hg8//BA1atRAqVKl9M4yWbVqFa5evYrr16/jq6++QsOGDTFv3jwA+r/2ALn7RlHYLwDuG1pI3jek7hcA9w1rkLxvrFy5Uux+AVh/39D/ERWCUqVKITw8HAaDAfPmzcO6devQpUsXJCYm4ocfftC17d1338VLL70EIHPUzNbWFs2bN0daWpq2FV+5AkRGAm3aAKGhQKNGQP/+wNixwIUL2sOFSE1NRWxsLEqXLo3evXtj/vz5+Oqrr9C3b1+EhobqnYfKlSvj999/x4kTJwAAERERaNWqFcLCwpCYmKhr27Fjx+Do6IhNmzbhs88+w+eff44NGzbg22+/1bXrr7/+wsGDB/HZZ5/hyy+/xOLFizFw4EAcP34cSQIG35RSpkGKGjVqYNWqVQgKCsLu3bt1LvtHWFgYYmJiEBwcjIoVK+L333/HlStXTEet6D0Kf/DgQdSoUQNBQUEYNWoUxo8fj9jYWCQnJ+vWdOvWLdNfno4dO4bbt2/DwcEBzs7OmD17NoxGIyZPngxAn79QZf0Qp5RCp06dsGrVKtjZ2aFjx46oX78+bG1tAejz3Gb/AfP+/ftITk7GX3/9hQMHDiAqKgqrVq0q9KbssveFhITg0qVL8Pb2RnBwMF5++WUsXrwYBw8eBKDfc5v1vJ0+fdr0w9xTTz2FunXrokGDBqZl9ehLTEw0Dbb//vvvovaNrPdRpRQ6d+6MlStXitkvsvqy7ttoNIrbNxITE03vZ3v37hW3byQmJpr+wHjmzBlR+8bRo0dx4X8/Tx89ehR37twRs18AwJEjRxATE4PSpUujY8eOot4zgMxtdvHiRQBARkYGUlJSRO0b2fv27NmD2NhYMfvG0aNH8eeffwLIfM/IGkSRsF8AwM6dO00f3T9+/LhV940SMXDh5eWFevXqYdmyZWjTpg127NgBf39/VKpUCbt27crxGevCVq1aNVSqVAlGoxH29va4fv06DAYDPDw8zF9JbCwwbx5w6VL2FQO3bwObNwMbNgCjRgETJgAHDwKffAIImuNDi6eeegre3t4YMWIEateujVOnTmHHjh3w9fXFihUrdB+xbdSoERYuXIgtW7agXr16ePnll1GvXj28/fbbGDNmTKH+ohYTE4OQkBDTv8uWLYvU1FRER0dj3bp1uHTpEpYsWYLRo0cX+hEhMTEx2LNnDwCgQoUK6NGjB3r06IH79+/D1tYWDg4OSE5ORoUKFQq1K3tf1rZTSpneJLZu3YpWrVph3LhxGD9+vG5HXTz43JYuXRqpqak4c+YM+vTpg969e2PQoEHo378/gMIfhc/eZzQaYTAYcOPGDURFRQHInKemXr16sLOzK9QuIOccQwMHDkR8fDyefvppuLu7IyQkBHPnzsXnn3+OL774AosWLTJ9pKWw+1577TUMHjwYZcqUwcCBA+Hi4mL6gd7GxgZXr141/X9ht2XNzxQfHw8bGxs4Ozvjzp07SE1NxezZszF79mwAmZNjF+ZRjtn7BgwYgL///hvu7u6oU6cOpk+fjmnTpsHHxweHDh1Cz549kZiYqMtzO2jQIAwaNAjXr19Hw4YNkZGRgeDgYMTExGDNmjW4cOECPv74Y6Snpxd6X6dOnTB48GC88soruHTpEmrWrCli38hqe+211/DKK68AAF599VW4urqa3r/02i+y9w0ePBj9+vXDpUuXYDAYRO0b2ftiY2Ph5uYmat/o1KkTBg0ahFdffRUxMTHw8fERs2/s3LkTLVu2xIIFCwAAderUQdWqVXXfL7L3tWrVCvPnz8eTTz6J119/HS4uLiL2jay+li1bYv78+QAAW1tblCtXDqmpqbrvG7n1eXh44Omnn8aMGTN03zey2rKOmGnSpAnS0tKwbds23feL8+fPo3379hg8eDBu3rwJIHPbVa9e3Xr7hiohtm3bpsqWLav+/PNP02Xr1q1TTz/9tDIajTqW5TRv3jw1dOhQ82+werVS7u5KGQxKffqpUhkZ/1y3cmXm5S+++M9lP/ygVPfuSv3yi/WidbZz505VpkwZNWTIEHX//n2llFKhoaHKx8dHnTlzRue6TCdPnlS9e/dWN27cUEopdeDAAdWyZUv1448/Fvh9G41G9dFHHyl7e3vl7e2tYmJilFJK7dixQ3Xt2lWtWLFCjR8/XrVt21YlJSWpqlWrqqVLlyqllGl7FlbbX3/9Zbo8+3+//fZbNWTIkEJpelTfpUuXlFJK3b17Vyml1JgxY9SRI0eU0WhU5cqVU4sWLVKff/65ioyM1KUv67ndu3ev6tWrlxo6dKj64IMPlNFoVIcPH1bVqlVTH330kVKqcLZjXs/v4cOH1YgRI1Tnzp1Vnz59lJ2dnerWrZvy9PRUixYtMt22oP373/9W1apVU5MmTVInTpxQPj4+atiwYWrXrl3q+eefV8uXL1dLly5Va9euVUajUTVp0kRNnTpVt76GDRuqfv36KaPRaPpSSqn+/furNWvWmG6nR1ujRo1Uv379VHp6urp69ap69tln1a1bt5RSSj3zzDPKw8ND+fv7m16jhd3n4+Ojhg4dqn766SfVoUMH1apVK3X48GHT8s8995wKCAhQShXOvvFgX4MGDVRAQICKj49XmzdvVj179lSlSpVSH3zwgdqwYYOqX7++evXVVwutb/78+erJJ59UY8eOVTdu3FCenp5q+PDh6qefflLt27fXdd94sM3Ly0v1799fKZW5bfTcL3Lr8/b2Vv3791dGo1FduXJFtW3bVtd9I7ftN2zYMLVnzx7Vvn173feN3F57b7zxhkpISFAbN25UvXr10nXfUEqpb775RrVp00Z169ZN/fLLL+rkyZO67xe59XXv3l19//33SikZ+8aDfT169DD1XblyRff3jQf7unXrpn7++Wd15swZ5e/vr/u+8WDb7t27lVJKbdy4UcR7hr29vRozZkyOy0NCQqz681SJOOICADp37ozu3bujT58+phHHxo0bw9nZWcQZRrL+UhsWFoYuXboAAL744gu8//77pgkTc3X1KjB7NrBsGbB0KXD+/D/Xde0KtGtK9a37AAAU4UlEQVQHZD+jQKdOQFjYP6dHLQb8/f3Rt29f/Pbbb6aPEvj6+oqZcAgA9u3bh6NHj8LV1RUA0LZtW6SlpRXKEQRhYWGIiopCYGAgfHx88OmnnwIAOnToADs7O/z555/o2LEj9u7di/Lly2PEiBHYunUrgIIfiX+wbenSpQDw0CSNu3fvRo0aNQql6VF9ixcvBgDY29sDAH799VfY2trCYDDg+eefxwcffIDg4GC4u7vr0pf13LZp0wZ2dnb48ssvUa9ePRgMBrRo0QKLFi3C0qVLYTQaC2U75rX9WrRogc8++wx9+vRBYmKi6WN706ZNw4QJEwrtrwQPzjG0adMmfPnll2jVqhVq1qyJI0eOoEWLFggICIDRaISvry+uXr2qa9/mzZtN89Jk7SPx8fFo0qSJ6XaFcdrl3OZn2rx5M65fv44qVarA3d0dsbGxWL16NWJjYxEbG4uJEycW2r6R27b76quv0KxZMzRq1AhHjhzB+Wzvl8OHD8fhw4dx69atQtk3HuzbvHkzvvrqK9y7dw+9e/dG8+bNMXHiRHz88cd45ZVX8Mknn2D79u1ISkoqlL6yZcvihx9+wMKFC+Hq6gofHx+cPHkSHTt2RK1atXDs2DE0a9ZMl30jt7asQ/ZtbGxM96/HfpFbX4MGDXDhwgUYDAZUrVoVNWrUQExMjG77Rm59p0+fRvv27dG4cWMcPXrUNHEjUPj7Rm7P76lTp+Di4oK+ffuiRYsWmDBhgi77Rtb33Dt37qBSpUqoX78+Vq1ahbp166J27dr47bffdH3PyK1vw4YNSElJgY2Njen3H732jQf76tWrhw0bNuDmzZuoWrUqqlWrpuv7Rm7bb/Xq1ahTpw6aNWuGw4cP6/a+8WBbgwYNsHr1aty8eRN9+/ZFkyZNMGnSJN3eMyIjI9GhQwfTkSA7duxAeHg42rVrh5o1a+L333+3yntGiRm4sLe3x+rVq5GSkoJu3bph4cKF6N27N1q1aoVKlSrpnYdSpUohIyPDNGdDu3btMHfuXHTt2hVly5b9Z8G7dzP/mzXwMGIE0L078M47gLMz8PnnQNY3oGrVgBkzgF9/BRYtAm7eBM6cAWrUAArpm0BhKFOmDJYtW2aakHDOnDlo2rQpPD09Tb/s6u2FF15AQkICpkyZgq1bt6J58+aoXr06atWqVeD3XbduXYwcORIjR46En58fDh06hF9//RWlS5fGwIEDcfToUYSHh5s+75iRkQE3NzcopQr8s48Pth08eBC//fYbgH8+UpCamoqDBw9i6NChAICff/4Z//nPfwq0y5y+1NRUtGzZEjt27MBTTz2F06dPw8PDA/Xq1YODg4MufVnPrb29PYYNG4ZatWrh+PHjpuWrVKmCBg0amE6XpUdf1vZLT0/HhQsXUKVKFTg6OgLI/GhV/fr1C21y3QfnGLKzs0PDhg1hMBjwzjvv4Pr161i7di3i4uJQqlQpXL16FV5eXoX2kZbHzYFkY2ODuLg43L59Gw0bNsTevXvxzDPPmAaI9GhLT0/HX3/9hVOnTqFVq1aYM2cOjh49iueffx6BgYG4m/UeVsh9Wc8tAAwdOhR+fn7Ytm2b6Q8XWYemOzk56dbXvHlz3L17F0lJSaZ5kbL+qHHixAn06dMH5cqVK5S+t956C82aNcPZs2dRv3597NmzB23atEFoaCi6deuGhIQEfPnll7rsGw+2/fLLL/Dz88OWLVtM3zuuXbuGW7duFfp+8ai+4OBg7N+/H2fPnkWbNm0we/ZsXfaNvJ7bkJAQdOjQAR07dsQPP/yAuLg4AIW/b+TW5+/vjy1btuDkyZM4ffo0DAaDLvtG1i9YqampePXVV+Hn54erV69i586dWLJkCRITE7F27Vpcu3ZNl/eMB/t8fX1x48YNfP/99wAAOzs7XfeNvPq2bdsGAPjjjz/QqlUr3faNvJ7fHTt2YP78+ejQoQO2bdumy76R17bL+kNjeHg4lFKmwanCfs+YOHEi0tLSMGzYMHh7e2PixIno16+f6cyKVnvPsMLRIUXKmTNn1Oeff6569uypPvnkE71zcjh58qQyGAyqSpUqasGCBTmvTEhQasgQpf53SFKufvlFKVdXpfbvz3n5J58o1by5UvXrK1WhglJffGH9eAFOnjypFi1apHr06GE63FySTZs2qcGDB6tWrVrp9tqLiIhQAQEBpsNqlVJq+vTpql27dmrs2LHq4sWLqk2bNiowMFC3tgEDBpguyzq0duDAgSoiIkJ17dpVPfHEE+qrr74S0de6dWvl5ORk+mjNkSNHlJubm4qPj9et78HntmnTpur9999XFy5cUB06dFDDhg0r9Lbsfdm336hRo1S/fv3Uzp07VVJSkurQoYMaOHCgunfvXqG2ZR1GefjwYdWqVSuV8b+P3O3YsUP5+vqqxo0bK19fX1W9enV16NChQm17sK9169Y5Dqv8z3/+o3x8fFTPnj1VxYoV1ReF/P39wbasbTdlyhS1cuVK03KXL19W33zzTaG2PdiX/bndtm2batWqlfLx8VH+/v6qWrVq6qefftK1r3Xr1qZ/f/TRR6pVq1YqICBA9ezZU1WrVk3t3Lmz0PsOHTqktmzZopRSKjExUfXs2VONHTtWLV26VHXu3Fk1atRIt33jwbYXX3xRDR8+XMXExKjvvvtONWjQQLf9Ire+nj17qilTpqhXXnlFff3116bl9No38npuFy1apPz8/FSDBg103Tdy6xs/frwKCAhQfn5+6vXXXy/0fSPre++0adPU5MmTlVJKzZ07V/n5+alOnTqp9957T3Xp0kW394zc+ubNm6f8/f1Vy5YtVUhIiNq4caNu7xl59fn5+akePXqoZs2a6bpvPO75feedd5S/v78u7xuP2nadO3dWbdu2VX5+fmrIkCG6vWfMmTNHeXl5qbVr1yqllDp//rzq0qWLmjx5slq7dq1q37695n2jxA1cZJE0r0WWe/fuqU8++USlpqbmvCI8XCl/f6W8vJRq2VKp/30eTGX/zFLW43nxRaW6dcsc6MguMVGpPXuUKuRfCPQg8bnNcv/+fdMPznr57rvvVNu2bdWXX36plMp83W3ZskX5+/ur2rVrq7feekv3tuxvXLt371YGg0E5ODioESNG6Nam1D99Wd+Usw9QFObcG3l58LlNTU1V33zzjXr22WdV7dq11TvvvCOq78KFC2r48OGqRYsWyt3dXb377ru69uU2x9CNGzfU5s2b1ZIlS3Sq+kdufbNnz1ZlypRRH3zwgU5VmR41P1NaWloh1zwst764uDi1fv16tXjxYp2q/vFg3+3bt9WePXvUlClT1IcffqhjWaas72/bt29XzzzzjDpx4oS6ceOG2rhxo2ngVu+2HTt2qKeeekqFhYWp2bNnK3t7e933C6X+6QsODlaenp7q+PHjpuuy5kvSU/bntnbt2ur48eMqLi5Off311yK+72X1bdu2TdWrV0/t379f7dmzR02aNEm3fWPq1KkqJCREKaVUz549lcFgUE2bNlVKKfX333/rvl882Gdra6saNGiglFJq1qxZuu8buW2/5s2b51hGz33jUc/vtWvXdN03cmtr3bq1UkqpX375Rdf94u7du+rIkSNKqX/222+//VbVrVtX3bp1yyrvGSV24KJIOX1aqS+/VOrwYaU++ECpF15QKmuHzvolPeuX4agopSpVUmrrVqUWL86csJNI/TOgc/nyZfX++++rHj16KKUyf1i5ePGiUkqppKQkEW09e/ZUSin1008/qQkTJqj333+/0CdnelRf1rbbtm2bOnfuXI5lJPX98MMP6uLFiyojI0O35/ZRfbt371Znz55VV65cUXFxcbr1ZQ0m9u/fX3333XdKKaWWL1+uRo0apRITE3XrypJb37Jly1RgYKDatm2bunbtmqi2zz//XI0ZM0bXriyPem713Cey5PXcjh49Wt25c0fPtBzS09OVUkqFh4erp59+Wp09e1bnon9kb6tZs6a6cuWKOnHihLp69arOZZmy99WqVUv98ccfOhflJPm5Verh5zdr++n5njtp0iRVvXp1VbFiRfXss8+qyZMnq3bt2qnffvtNt6bscutr27at+uOPP9SpU6d03zdy63vuued0OaIxN5Kf37ye26xtp/cfb7PuP+vI2YMHD6qmTZta7ecB24L5pAtZlbd35rwUzs6Z81SEhQHLlwNjxgBKAQYD8L/TM8LDA/D3B156CSj3/+3db0hVdxzH8c/13tTMTPuz0ArLCqPS/q1o5eymT/pDUbCiMYqtPekPjSyUaIFGzWAl9CT0gYQFRg/GKLMpjcRBUNbCLtSyjYkNayMoDb2R3bxnD27XYeX6c4+eX/V+gdDhXs/54OWafvyd72+oNECzAGC+8DC/lJQUbdiwQevXr5fH41FaWprOnDkjSRo2bJgx2aKiopSRkaHKykpNnz7dkVz/l8/j8WjSpEk6ffp0z3NMy5eWlqbq6mq53W7HXtu+8rndbk2cOFHV1dVKTk52LJv08hlDt2/f1tGjRx3bgvdV+VpaWlRRUaHc3FzjsoW/dqNHj3Y0W1/5woMRnXxPvE6+gZqV8yp+v19RUVHy+XzauHGjFi9e/GZbtvejl2VLSkpy/HtK2PP5vF6vUlNTnY7Vw+TXVnoxX05OTs/sMif/z507d64uXbqkvLw8rVixomdr7/AAdqe9LF8wGJTb7daUKVOcjtfn1y8pKcnhZCEmv759ZQv/rOLk+yJ8/SdPnig6OlqNjY3asmWLli9fbt/PA7bUHxg47e2WtX+/ZWVlWdazrQWtYDB020hXl2V98YVleTyWZcDyPpjJ7/dbCxYssIYOHWqVlZU5HacXk7NZFvkiZXK+/50xZACT85mczbLIF4nu7m6rrq7O8nq9VnJysnXw4EGnI/UwOZtlkS9SJud7fg6T03/lfh75ImNyPpOzhV2/ft3Kzs62kpKSrEOHDtl6bndRUVGRPRUIBkRsrDR4sPTrr1JTk7RkSWjFxdOnUnS01NYmVVRIixY5nRSGunLlijo6OlRTU6P58+c7HacXk7NJ5IuUyfmGDx+uxMREVVZWapGB3z9NzmdyNol8kXC5XBo1apRGjhypI0eOKDs72+lIPUzOJpEvUibncz9b5dzd3d1rC15TkC8yJuczOVvYiBEjFBsbq/Lyctvfty7LerYxLJzR1iYNGya9yR67XV3SDz9I5eXSJ59Iv/wiffuttGxZ/+XEe8OyLCO/0UlmZ5PIFynT8wEAAMBMzLhwyh9/SFu3SjExoY/Dh6WxY1/vc2NipLg46dIl6fffpe++o7TAazP5F0eTs0nki5Tp+QAAAGCmN/gzP2zz/ffSp59KM2ZIx45Jv/0m5edLwWDoI6y7++Wf//PP0uefS998I925I3355YDEBgAAAABgoLHiwglxcVJ1tfTxx6HjjAzpzz9fvF0kvFNIWHgHkalTpX/+kQyYdg8AAAAAQH9ixoUTAgFp0KDQSou1a6W//5a+/jo0r2LOnNDWp5L04EHodpJFi6RNm0IDOD10TQAAAACADwfFhZMaGkKlxapVUnu79NVX0kcfSbt2SRMmSH/9JX32mdTZGSo5AAAAAAD4wFBcmCAYDN0m8tNPoRUWP/4ozZoVeqypSZoyxdl8AAAAAAA4hOGcJggP5Bw/PjTXIi7uv8coLQAAAAAAHzCKC6f5/aGZF1evhnYK8Xr/m3EBAAAAAMAHjuLCScGgdPmytGyZtGKFtH69VF4uDR7sdDIAAAAAAIzAjAundXZK585Jy5dLMTFOpwEAAAAAwCgUFwAAAAAAwFjcKgIAAAAAAIxFcQEAAAAAAIxFcQEAAAAAAIxFcQEAAAAAAIxFcQEAAAAAAIxFcQEAAAAAAIxFcQEAAAAAAIxFcQEAAAAAAIxFcQEAAAAAAIxFcQEAAN4pLS0tcrlcio+PV2FhoW3nnTNnjmJjYzVz5kzbzgkAACJHcQEAAGw1e/ZsnTp1qt+v09raqr1799p2vqtXr6qsrMy28wEAAHtQXAAAANsEAgHduHFDmZmZTkcBAADvCYoLAABgizt37ighIUGBQECZmZmKj4+Xz+cbsOt7vV4dPny453jVqlUqKirqOX7w4IFWrlypxMREjRgxQjk5OQoGgwOWDwAAvB2P0wEAAMD7YcyYMSovL1dpaakuXLjgdJwXlJSUyO/36+7du3K73aqrq5PL5XI6FgAAeAVWXAAAANs0NjZq1qxZPcf79+/X2bNn+3x+Q0ODrl+/PhDR5HK51N7erubmZsXExGjp0qUUFwAAvAMoLgAAgG0aGxt77crh8/k0Y8aMPp9/4sQJPXr0aCCiqaCgQF6vV2vWrNGoUaO0fft2bhUBAOAdQHEBAABs4/P5eq24aG1t1dixYyVJBw4cUG5uriZPnqyKigrV1taqoqJCBQUFKi4utuX6XV1dPf9++PBhr8cSEhJUUlKimzdvqr6+XseOHVNtba0t1wUAAP2H4gIAANgiEAiora2t57izs1Px8fE9x9u2bdP58+fV2Nio48ePa8mSJZo2bZrq6+u1e/duWzJUVVXJ7/fr2rVrunjxojo6OhQIBCRJNTU1unXrlizLksfjUTAYVEJCgi3XBQAA/YfhnAAAwBaDBg1SXl6ecnJy9PTpU507d04ZGRmSQjt65Ofnq7m5WV1dXZowYYJaW1s1btw4WzOkpKQoPT1diYmJKi4u1r59+7R69WplZWWpublZW7du1b1795SUlKRdu3YpKyvL1usDAAD7uSzLspwOAQAA3j+lpaUaMmSINmzYoB07dmj+/Plau3atiouLFR0drWnTpqmhoaHXlqWv4/bt20pPT1dsbKzy8vJUWFgoKbQd6qZNm7Ru3bq3yjtv3jzdvHlTU6dOVUNDw1udAwAA2I8VFwAAoF/4fD5t3rxZkrRw4ULt2bNHVVVVun//vnbu3Knx48crPz9fTU1NOnny5GufNzU1VY8fP7Y97+XLl20/JwAAiBwrLgAAwHsh0hUXAADATBQXAAAAAADAWOwqAgAAAAAAjEVxAQAAAAAAjEVxAQAAAAAAjEVxAQAAAAAAjEVxAQAAAAAAjEVxAQAAAAAAjEVxAQAAAAAAjEVxAQAAAAAAjEVxAQAAAAAAjEVxAQAAAAAAjPUvV+95Elt+n4QAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3XlYlPXe+PH3sC8DgooKioIaCLkdU/tppqRHc0s9Ke4LVlb02MlcjrklmltiaWVap1TUNI1KU4+WGWJZ5tE2DQVXxBUkZN9hfn94MaeJbZgB5ot+Xtfl9ejc2/u+Z+I88+VeNDqdTocQQgghhBBCCCGEgqwsHSCEEEIIIYQQQghRHhm4EEIIIYQQQgghhLJk4EIIIYQQQgghhBDKkoELIYQQQgghhBBCKEsGLoQQQgghhBBCCKEsGbgQQgghhBBCCCGEsmTgQgghhBBCCCGEEMqSgQshhBBCCCGEEEIoSwYuhBBCCCGEEEIIoSwZuBBCCCGEEEIIIYSyZOBCCCGEEEIIIYQQyrovBy40Go2lE4QQQgghhBBCiPuKqd/Fbaq5o86QwQshhBBCCCGEEEJ99+3AhU6ns3RCuWJjY2nTpk3tb/j6dfJ69MD+6FFo2rTc2SzWZySV+1RuA+kzl8p9KreB9JlL+kynchtIn7lqqy8vL49bt27h7e2NlVXlJzTn5OSQmJhI8+bNjZrfEoqLi5VtA+kzh8ptIH3mqu2+goICbty4gaenJ3Z2dpXOb+oJBOoe8ftYXFycxbZdkJ9f6TyW7DOGyn0qt4H0mUvlPpXbQPrMJX2mU7kNpM9cKvdpNBqlv/wIIYQxrK2ta2U799VPy4iICIKCgiydIYQQQgghhBBCCCPdVwMXISEhREdHWzpDCCGEEEIIIYQQRrqvBi6EEEIIIYQQQghRt8jAhRBCCCGEEEIIIZQlAxdCCCGEEEIIIZQUFhbGoEGD6N+/Pw8//DCRkZEkJibSs2dPHnvsMUaPHk1hYSEnTpxgypQpwN1bBJw8edLC5aI6ycCFgvz9/S22bVsjHmFjyT5jqNynchtIn7lU7lO5DaTPXNJnOpXbQPrMpXqfKC0sLIyQkBCLbDsoKAgHBwe0Wi1ardag49q1awQFBeHk5MRDDz1ETEyMRRrLYmpbRcuVN+3cuXN06tQJX19f9u7da3JzUlISDz74IPl/eaJhWFgYkydPLjX/ypUr0Wg0HD58mOjoaOrVq8fBgwc5fPgwbm5uHDt2jC5duuDp6cm0adNo0aIFnTt3NrnPHAUFBUyYMIEmTZrg7u7OoEGDSEhI0E/v27cvHh4euLu706dPnyo9/aiiz2iJ7777Do1GQ0RERDXsDXTv3l2Jz7sMXCjIks9Dtzdi4ELl57WD2n0qt4H0mUvlPpXbQPrMJX2mU7kNpM9cKvdpNBpLJ1RI9Ue11lTfe++9R2ZmJpmZmQZf/J599lkCAwP5448/GD58OGPGjLFIX1lMbatoufKmhYWF8c4773D8+HFee+01k5tXrFjB008/jV0Z3z3K+m/D2dmZxo0b4+TkRHZ2NqmpqYwdO5bHHnuML7/8kvT0dABCQ0NZv349oaGhJrdVprL3tqioCH9/f37++Wdu375NmzZtDAYYXn/9da5fv05KSgqjRo1i/PjxVdp+eZ9RgMLCQubOnVutP/umT5/OwoULq219plL7J5IQQgghhBDinnfs2DG0Wi3Lli1j27Zt+t8op6WlVcv63377bWbMmMGFCxeqvGx6ejoHDx5k7ty5ODo6MmPGDC5dusSZM2cA8PHxMXhyoUajIT4+Xv/v8+fP8+ijj+Lq6oqXlxerVq0qtY3r16/Tpk0bdu3aVa1tpixX0TSdTlfmF/fk5GSjm/Py8tiyZQtjx47Vv1aV91+n07Ft2zb69u3L4cOH6dGjBzqdDoBZs2bx/vvvM3PmzFLLmXqMq8rBwYH58+fj5eWFjY0NkydPNrhspVOnTtjZ2VFcXExRURFnz56ttm2/8847DBo0iMaNGxu8XtFntLLP5+DBg4mKiiIxMbHaOk0hAxcKio2Ntch279y5Q1Z2NlevXiU+Pr7cPz/++KNF+oxlqeNnDJXbQPrMpXKfym0gfeaSPtOp3AbSZy6V+0q+aKmquLi4VrfXrVs3MjMzmTt3LuPGjdP/RrlevXrV0jds2DCsra3p0aMH/fv3Z+/evWWuY9asWTRs2JB+/frpT+G/cOECzs7OODk5ERQURHZ2Ni1btqzwFP8/r3vhwoX87W9/IzU1lZiYGLp161Zq/oKCAuLi4qo8UGNqW0XLVTRt4cKFvPDCC3Tp0oUFCxbwzTffMHbsWHbu3Gl0848//oiHhwdNmjTRv/bn93/s2LGVvv99+vRh/fr1PPHEE6SmpgLw8ccf07p1a0JCQmjVqhU7duwwWMbUY/xXVf3snThxgg4dOhi8NnjwYBwcHHjhhRd4/vnnq7S+sj6jALdu3WLTpk1MmzatSuur7PPp4ODAQw89xNdff12l9VY3G4tuXZQpLi6u1k9tTElJoVu3R9iTmU7vbt24UcG8jk7OXLuaQP369WutryoscfyMpXIbSJ+5VO5TuQ2kz1zSZzqV20D6zKV6nzDO0aNHmTlzJs2aNePTTz+tcN74+HjOnTtHv379DF5v3rw5K1euZOnSpezevZu3336bl156iWXLljF69GgAwsPDCQwMRKfTsXDhQoYOHcrvv/9OVlYWLi4uZGVlERMTQ1ZWFq6urmRmZhq9D0lJSSQmJuLp6ckjjzxSarqPj49Jg1mmtlW0XEXT2rRpw08//cTnn3/Oli1b6NmzJx9++CFOTk5GN58+fRo/Pz+j5w8LCwPQXxZR8n9PnTpV7jKLFi0q9Zqpx9gciYmJvPrqq2zdutXg9X379pGTk8OWLVt44IEHjF5feZ9RGxsbZs6cydy5c3FwcKhyZ2Wfz4CAgAqPd22QMy4EcPd0sczMdHCsD4/NhwHhZf8JmkNOdpb+OjIhhBBCCCFqUo8ePUr99rw88fHxHDx4sNzptra2dOjQgb/97W9kZWVx/fp1/bQuXbrg7OyMVqslPDyca9euce7cOZydncnMzMTb25vbt2/TrFkzMjIy0Gq1RjWFh4djb29Pp06d8Pf35/PPPzdqOWOY2lbRchVNO3HiBMHBweTm5rJ69Wp27txJmzZt2Ldvn9HNaWlpuLi4mLvrysvOzmbIkCHMnDmToKCgUtMdHR2ZMmUK48aNIyUlxah1lvcZ/f7777l06ZJ+EK4qjPl8uri46M9ssRQZuBCGrKzBqT44Nyz7j6OaZ1kIIYQQQoi6z9ibWpb1OMydO3cybdo0du7cSVBQEKdPn9bPn5uby0cffUSvXr3o168fbm5unD59mhkzZpS5fo1Go29p3bo1mZmZ+kGO/Px8Ll68aPDUmry8PAAyMjJKratp06Zs3ryZGzduMGPGDJ577jnjDoYRjGmr6nIVTWvXrh2fffYZ48ePZ926dUydOpWffvqJJUuWGN3s5uZW5nGCst//o0eP8v/+3/9jxIgRla67soGr2lJYWEhwcDA9evTgpZdeqnDezMxMLl26VOVt/PkzeuLECY4dO4ZGo8Ha2pojR44wefJkXnnlFf385X1Gjfl8ZmRk4ObmVuXG6iQDF0IIIYQQQgglNGnShLNnz1JUVFThfGU9DnPUqFGsWbOGUaNGER0dTbt27fTzr1y5ki1btjB9+nQuXrzI3LlzadSokX56amoqX375JXl5eeTl5bFo0SI8PT3x8/PD1dWVfv36sXz5cnJzc3nzzTdp2bIlgYGB+uUjIyMpLCzkgw8+AO7eO67Erl27uHHjhv5LZVlnQ1y/fp3WrVtX+WwMY9rKWndFy1U07c+XIRQVFWFra4uNjQ2FhYVGN7dr167ce3A0adKE2NhYg/e/us64MfUYm+KZZ57Bzc2t1I0uz549yyeffEJWVhZ5eXksXrwYW1tbg0vayuus6DM6bdo0dDodOp2OoqIievXqxaZNm1ixYoV++fI+o8Z8Ps+ePUv79u2r7fiYQgYuhBBCCCGEEEoYOXIkzs7ONG3alGbNmpV7eXJ5j8MszyuvvMLBgwcZOnQo1tbWpaYXFBTwyiuv0KBBA5o0acKPP/7Inj17sLG5e0vA999/n9OnT+Pu7s4nn3zCxx9/bLB8Xl4eTZo04ejRo0yaNMngt9YnT57koYceQqvV8s4777B58+Yyt3/x4kWTLseurK28dVe0XGXrBHjxxRdZunQpbdq0Yfbs2Ub3PvzwwyQnJ3Pz5s1S04x9/6t6xk1Fx6G6Xblyhc2bN7Nr1y5cXFz0T0hJSEjAysqKt956i2bNmuHh4cHBgwfZu3evwWBBeZ2VfUYr89fP6JQpU4DKP5+5ubn89NNP9O3b18wjYx65OacQQgghhBBCCW5ubkRFRZV63cnJiT/++EP/7+3bt9O3b19CQ0MZP368/qaLdnZ2FBQUlFrezs6uwu16eHjw66+/ljvd29ubI0eOlDt93rx5Bjdg/POTJ5YuXcrSpUsr3L45N46srK28dVe0XGXrBGjWrBk///xz1WIBe3t7Jk2axMcff8z06dMNprm5uXHo0KFKLxkqOePGwcGB559/Xn/GTePGjdm3b1+Zj5ytrZtztmjRosLtfP/99xUuX15nZZ/RP/vzo09L/PUzWqKyz+fevXvp3bt3qUes1jY540JBlV2TVlUpKSkVPt40Pj6ea9euVes2Lam6j191UrkNpM9cKvep3AbSZy7pM53KbSB95lK9TxivUaNGNGrUiJ49e/LTTz/Ru3fvUo/DhLuXIfz666+MHz+ec+fOWbBYVGT27Nls2LCB/Px8k5av6hk3wnRvvvmm/skuliRnXCioOh/blZKSgo9vKzLSK78LrFe1bdWyVH7smcptIH3mUrlP5TaQPnNJn+lUbgPpM5fKfRqNxtIJFTL2Jpm1aefOnQb/LuvxjC4uLpWeKVAbVDx+JVRoa9SoETExMWVOK6vvr2fcbNu2rUpn3FQnFY5fRaq779ixY9W6PlPJwMU9Lj09/e6gRdCcip8IknIJjq+vvTAhhBBCCCHuAfHx8ZZOuOf9+Yyb1atX06dPHyZOnMj+/fsNLqto164dc+bMYfz48bz66qv4+flZsFod98JnVO3homoWERFR5jN0VRMbG1v9K3Ws4BGnzg3BwbKPt6lONXL8qonKbSB95lK5T+U2kD5zSZ/pVG4D6TOXyn21ca29Of58jwYVSZ/pVG6D8vt27tzJt99+y0MPPUTHjh05deoUe/fuZd++fQwePBj43xk3H330UY0NWtTV41fX3VcDFyEhIWXeqEQ15T0eSBhH5eOnchtIn7lU7lO5DaTPXNJnOpXbQPrMpXqfEEII49xXAxdCCCGEEEIIIYSoHrV19pjc40IIIYQQQohaZG1tjU6n4/bt29jb22Nra6u/oZ4qN+0sLi5W+iaE0mc6ldtA+sxV0306nU7/p6CggJycHDQaDdbW1jW2TZCBCyGEEEIIIWqVnZ0drq6uFBcXk5GRQWFhoaWTStHpdMoMopRF+kynchtIn7lqs8/W1hY7OzsaN24sAxdCCCGEEELca+zs7NBqtcD/TrVW6YadmZmZ+j4VSZ/pVG4D6TNXbfSVDIzU5gCODFwIIYQQQghhQZb4ElAZKysrpU+Hlz7TqdwG0mcu1ftMde/t0T3A39/f0gl1msrHT+U2kD5zqdynchtIn7mkz3Qqt4H0mUvlPltbW0snVEj6zKNyn8ptIH3mUr3PVBqdSuek1RKNRqPUqXg1KT4+Hl9fXxgQDs4Ny5/x9jm8jiwnytmD3kFzuOHoXvZ8WclwYBaXL1/Gx8enRpqFEEIIIeqSvLw8bt26hbe39z35m04hhKgupn4Xl5+sQgghhBBCCCGEUJbc40JBsbGxtGnTxtIZdZbKx0/lNpA+c6ncp3IbSJ+5pM90KreB9JlL5b6srCwKCwvJz8+nsLCQ4uJiSycZuN8f+WgulftUbgPpM1dt9Gk0GjQaDTY2Ntjb2+Pk5ISNTc0OLcjAhYLi4uKU/R/ZukDl46dyG0ifuVTuU7kNpM9c0mc6ldtA+sylal9hYSHJycnY2tpib2+Ps7Oz/ouAKuSRj+ZRuU/lNpA+c9VGn06no7i4mIKCAjIyMkhPT8fLy6tGB0xk4EIIIYQQQohaVFBQgE6nw9PTU9kvQPJbZfOo3KdyG0ifuWq7r6ioiGvXrlFYWIidnV2NbUfdIy6EEEIIIcQ9SrUzLIRQye3bt/njjz+qdZ2ZmZncunWLwsLCal3v/a62fo7JwIUQQgghhBBCCGV06dKFXr16Ves6V61ahaenJ7/++mu1rlfUDhm4EEIIIYQQQggh6igHBwf9WVxvvPGGpXNqhAxcCCGEEEIIIYRQRnx8PL///nu1rjMsLAydTkfnzp2rdb0qWLFiBc8//7ylM2qUDFwoyN/f39IJdZrKx0/lNpA+c6ncp3IbSJ+5pM90KreB9JlL9T4h7jdhYWF07doVPz8/evfuzfjx42nQoAFfffUVADNnzsTa2hqNRkPbtm0Nlr1y5Qr9+vVDq9Xi7u7O3//+d/Ly8gBITU1l+PDhuLm54erqyiOPPMKNGzcA+P333/VnI2g0Gk6ePKlfZ0REBBqNhpkzZ+Lp6YmPj4/B9KVLl9KwYUO6du3K6NGj0Wg0xMfHV7qfUVFRdOjQAQcHBzw9PZkxY4Z+Wnh4OK1atcLBwQFvb28WLFgAQHR0NA4ODowYMQJfX19mz56Nu7s7ixYtAiAoKAitVsu8efPQarU8+uij+n2cNm0ao0aNKrdn9erVtGrVCjc3N4YOHapfDuDtt9+mRYsWODg48MADD7Bt2zaDZZOTk4mNjSUtLa3S/a5JMnChIBUf21WXqHz8VG4D6TOXyn0qt4H0mUv6TKdyG0ifuVTuU/3GnCo/NQGkzxyWbvv555/p2LEjhw8fJiUlBQcHB7Zs2QLAE088QXh4OO7u7qWWmzdvHlFRUYSGhhIaGkpqaioFBQXA3ftXfP7554waNYpp06ZhZ2fHnTt3APD09CQ8PJy+ffuW27Rnzx5GjRrFlStXWLZsGQA//vgj8+fPx8vLi4cffphPPvkEMO74TZw4kaSkJObOncvIkSO5dOmSftpXX31Fx44dmTNnDt7e3ixZsoSDBw8CkJeXh5WVFVevXmXv3r0EBgby73//W79sdnY2R48eJTg4mKNHjzJnzpxS2/7rz5Zt27Yxffp0AgMDmTp1KkeOHGHs2LEAXLhwgZdeeolGjRqxYMECHnnkES5cuGCw/Nq1awkICGDXrl2V7ndNksehCiGEEEIIIYSoFV5eXqxYsYLIyEhmzJhBREQEiYmJAPTq1YtevXqxdu3aUsvpdDpsbW3p1KkTAwcO1A8wlEwDaN++PSNHjmTx4sX6aQ0aNGDmzJlkZmby9ddfl9k0Y8YMnnvuOXbs2MHly5cB2L9/PwDvvfce3bt358yZM0RFRRm1jzqdDldXV3r27En37t0NHhMaGRmJVqslKSmJtm3bMmLECH777Te6dOkC3L3s48cff2T48OH4+PgQGhpqsN4dO3bg6enJ999/z6FDhyptiYiIwNXVldWrV2NjY0NKSgrr16/n2rVr+uPm5eXFkCFDaNu2rbKDquoOBd7HYmNjLZ1Qp6l8/FRuA+kzl8p9KreB9JlL+kynchtIn7lU7iv5wqCq4uJiSydUSPpMZ+k2Kysr/VkL1tbWWFtb68+cgPL7VqxYQf/+/Xnqqado0KABI0aMICsrC7h7icmkSZOYO3cujRs3pk+fPty6dcvopgYNGgB3b3JZ0lIymOLr6wtAq1atKuz7s+3bt1O/fn369OlDgwYNWLhwIQCFhYVMmzYNJycnmjVrxogRI4C7Z1KUKDk+ZR0bOzs7PD09AfDx8SE5ObnUtv/6s+XatWukp6fzwAMP4Ovry/r16wFISEjggQceYN26dZw9e5b27dvj7e3N7t27DZYvuTdISEhIpftdk2TgQkFxcXGWTqjTVD5+KreB9JlL5T6V20D6zCV9plO5DaTPXKr3CSHuMmYgr1mzZuzatYvU1FTWrFnDZ599xtatWwFwc3MjIiKClJQUdu3aRVRUFGvWrDGrqWHDhgD6MzAuXrxo9LI9e/bk2LFjJCcn849//IPFixcTGxvL119/zZYtW+jTpw/bt2/X37/C2IHM/Px8/f0prly5om8E9Gd15OTkGCzTtGlT3N3d2bVrl8EfPz8/dDodoaGhnDt3jkuXLlG/fv1SN/lU5R4XcqmIEEIIIYQQQgiLW7VqFTqdjvT0dPLy8li1ahX16tVjypQphIaGkpGRQUBAAL/++ivwv/s5LFmyhF9++YWOHTty9epVg2lffvklv//+Oz/88AMAH330EdHR0RXezBKgf//+LFu2jNDQUHr27Gn0ZSIA3bp146GHHqJp06acOXNG32NrawtAWloaFy5cIDIysgpH564xY8bQsmVLzp07x8SJE/Wv+/r6otFo2LhxI7a2tjRp0oTJkyczfvx4vvnmGyIiIujatStJSUkcOnSI33//nQsXLhAcHEzfvn1xdnYmKSmp1KUia9euZdGiRWzatMmiZ13IwIUQQgghhBBCCIubNWtWqX+3aNGCKVOm0LlzZ9544w0+//xzHBwcGDt2rP6Le4cOHfjss8/46quvsLa2ZsCAAUyfPh2AHTt2sHnzZv0633rrLYBKH4v66KOPEhYWxjvvvMP333/P0KFD+eKLL4y6OWfnzp354osvSEpKomHDhixduhR/f3/8/PyYOnUqH330EfHx8UydOpX58+cbfXycnZ3p3r0777zzDo8++qjBfT48PT1ZvHgxq1evZu7cufj7+zN58mQmTZpEamoq69ev58svv6RBgwb069cPAHd3d7y8vNi4cSMZGRm0atWKlStXGt1Tm+r0wMWxY8eYPn06dnZ2aLVatm3bhpubm6WzhBBCCCGEEEL8RVhYGGFhYcD/Lo8ICgrST9fpdBQXF5c5OPDMM8/wzDPPlLneIUOGMGTIkDKnRUREEBERUW7Tn88i+OujTufPn6+/P8Xw4cMB8PDwKHddJdauXVvmDUY1Gg3vvPMO77zzjv61efPm6f9eckz+3PHXsxyWL1/O8uXLy9zu/PnzmTt3rsHx02g0TJs2jWnTppWav0GDBvznP/+pcF/+/J5ZUp0euGjRogXffPMNTk5OvPfee7z77rsGb7wQQgghhBBCCGGKLl26MHjwYPLy8ti7dy9dunTB0dHR0ln3pTo9cOHl5aX/u42NDTY2dXp3hBBCCCGEEEIool69eqxevRqA7t278+6771q46P5l8aeKrF27ls6dO2Nvb8+wYcMMphUUFDB16lTq169P/fr1efHFFyksLCy1jj/++IN169bx9NNP11Z2jfL397d0Qp2m8vFTuQ2kz1wq96ncBtJnLukzncptIH3mUr1PCKG2w4cPk5GRQUZGBtHR0Tz44IMWa4mOjiYzM9Ni27c0iw9ceHl5MX/+fKZMmVJq2pIlSzh69CgxMTHExMTw3XffGdyABO4+8zY4OJi1a9caPA6mLmvTpo2lE+o0lY+fym0gfeZSuU/lNpA+c0mf6VRuA+kzl8p9f71zv2qMuQGhJUmf6VRuA+kzl+p9prL4Xj355JMMGzaszEGHjRs3Mn/+fDw9PfH09GTevHls2LBBP72wsJDRo0fz4osv0r1799rMFkIIIYQQQgghRC2w+MBFee7cucO1a9fo2LGj/rWOHTuSkJBAWloaAB9//DHffvstb731FkFBQYSHh1sqt1rFxsZaOqFOU/n4qdwG0mculftUbgPpM5f0mU7lNpA+c6ncV/L0AFUVFxdbOqFC0mc6ldtA+sylep+plL2bZcn1O39+vGnJ3zMyMqhXrx4TJkxgwoQJla4rLCyMRYsWGbz2xRdflDmvv7+//rTC2NhY4uLian2+uLi4al1fTTh48CCNGzeulj7Vj191zlcyXfqkr7b74uLiaNOmjcX+u5Q+6VO1D7Dozw3puzf67O3tadWqFVlZWWg0GmxtbbG3twcgLy+PgoICg/Xk5+cDGDz2sbIvG5aYT/ru3b6S141Z38CBA5kwYQLjxo1Tsq+m5isoKOC5554jMjISd3d3Vq1axYgRI6rUN3v2bHx9fXnhhReM2u63337Lc889x7Vr1+jbty+bN2/GxcWl0v24du0aEydO5L///S8BAQFERETw4IMPYmVlRVpaGhMnTuTQoUM0a9aM999/n549e5KTk8PYsWM5fvw4oaGhLFy4sFTf+vXrSUhI0D9+taz9LS4uRqfTkZ2dTX5+fqU//0ymU8TChQt1Q4cO1f87JSVFB+guXLigf+38+fM6QJeammrWthTa7TLt3r272tZ1+fJlHaBjQLiOEZvK/9Nrjs4LdLHOHjqvQW+WP9+AcB2gu3z5crU1VrfqPH7VTeU2nU76zKVyn8ptOp30mUv6TKdym04nfeaqrb7c3FxdfHy8rqioyKj5s7OzdfHx8TVcZR5j98VSpM90KrfpdOr0vf7667rOnTvrUlJSdN98841Oq9Xqrl+/bnTfrVu3dN7e3rrc3Fyj5s/KytI1bNhQt3XrVl1GRobuiSee0L344otGLTtgwABdaGioLjs7W7dkyRJdu3bt9NNCQ0N1TzzxhC4jI0O3detWXaNGjXTZ2dm6999/X7d06VJdbm6ubtCgQbrz58+XWm9ubq6uadOmuqSkpHK3XVRUpIuPj9fl5eUZ1Wrqd3FlLxVxd3enWbNm/Prrr/rXfv31V7y9valXr54Fy4QQQgghhBDi3rZhwwa0Wi3W1tZEREQYTAsJCeHZZ5+le/fuuLq6lvmghYkTJzJx4sRaqq1+kZGRTJs2DXd3d3r37s3DDz/M7t27jV5+8+bNDB48WH/2QWUOHz6Mm5sb48ePR6vV8q9//YsdO3ZUulx6ejoHDx5k7ty5ODo6Mn36dC5dusSZM2f0+zF79my0Wi3jx4/H1dWVw4cPo9Pp9GdQ6HQ6/eVrycnJ+nXb29szYMAAtm7davR+1xSLD1wUFhaSm5tLYWEhxcXF5Obm6k+fmzx5MkuXLuXWrVvcunWLZcuW8czhYwfGAAAgAElEQVQzz1i4WAghhBBCCCHubU8//TSZmZk8+uijZU7/6quv2LlzJ7///js7duzg559/NpiekJBAQkJCbaTWiLi4OAIDAxkzZgxHjx4lMDCwwsvS/urAgQP06tWryts7cuQI48ePJzAwkNu3b3Pnzp0Kl7tw4QLOzs44OTkRFBREdnY2LVu2JC4ujpSUFJKTk/H396dv376cP3+egIAA4uLimDBhAj/88APNmzena9euFBcX88ILL/Dqq68aXAoSFBTE/v37jd6PmmLxe1wsWbLE4P4Tjo6O9OrVi+joaBYsWMAff/xBQEAAAOPGjWPu3LkmbysiIqLUaKEQQgghhBBCiKoZOnQo3t7eALRr145z587RqVMn/fTo6GgLlVWPrKwsXFxcOHPmDImJibi6unLz5k2jlz99+jR+fn5V3l5SUhIxMTG4uroCd+/96O7uXulyWVlZxMTEkJWVhaurK5mZmWRlZQHg4OBATEwMd+7c0U9zcnJiz549HD9+nPXr1+uf6Onl5WWw/oCAAE6dOmX0ftQUi59xERYWpj81peRPyYfc1taWd999lzt37nDnzh3Wrl2LjY3pYy0hISF1/j8gIYQQQgghhLC0+vXr6/9uZ2dHbm6uBWuqn7OzM5mZmfz2228MHz6cjIwMtFqt0cunpaWVeWPNyrYXHBzML7/8QkZGBkCl2yxZztvbm9u3b9OsWTN9q7OzM3D3KocbN27QtWtX/bTU1FTGjBlDVFQUq1evJjExkU6dOhEWFmawfhcXF1JTU43ej5pi8YELUZq/v7+lE+o0lY+fym0gfeZSuU/lNpA+c0mf6VRuA+kzl+p9Qgh1+fn56e8TAXDmzJkq/Uxxc3PTDz6Yuj0PD48Kz7YAaN26NZmZmVy/fh24+9Siixcv4u/vT/369WnYsGGZ+1GvXj02bdrEnDlzOHHiBI6Ojly5coWTJ09y8eJF/fwZGRkGT/q0FBm4UFBNPsb0fqDy8VO5DaTPXCr3qdwG0mcu6TOdym0gfeZSuU+j0Vg6oUIlN+1TlfSZrrbaxo0bx7hx46q8nCrHbuTIkaxZs4bU1FSio6M5fvw4w4YNM7qvXbt2VbonRu/evblz5w7bt28nKyuL8PBwRo0aZTDP8ePHad26NcePH9e/5urqSr9+/Vi+fDm5ubmsWbOGli1bEhgYCEBwcDArV64kKyuL7du3k56ezmOPPYZGo8HBwQGAoqIibG1tsba2xtra2uARpmfPnqV9+/ZG70dNUeNTIYQQQgghhBBCGR06dECr1fLdd9/x/PPPo9VqWbZsmdHLX79+XX8WQF308ssv07ZtW7y9vZkwYQIbN24sdf+HigwYMIAjR44YPb+TkxORkZGEhYXh4eEBwNKlSw3mycnJ4eLFi+Tk5Bi8/v7773P69Gnc3d355JNP+Pjjj/XTli9fDoCHhwdhYWFERkbi6OhosHy/fv24efMmHh4e+Pn5GQz6RkdHM3DgQKP3o6ZodCXPPbkPlNyc88iRI6i827GxsdX2G4L4+Hh8fX1hQDg4Nyx/xtvn8DqynChnD3oHzeGGYzmnJGUlw4FZXL58GR8fn2pprG7Vefyqm8ptIH3mUrlP5TaQPnNJn+lUbgPpM1dt9eXl5XHr1i28vb2N+m1sTk4OSUlJtGjRosbbTFVcXKzMb77LIn2mU7kN7p2+pKQkOnfuzPnz541+JGp1qM7jl5eXR6tWrfjll1/0gyllbe/q1at4enpiZ2dX6To1Go1J38XV/UTUgLpyc86qnFIkSlP5+KncBtJnLpX7VG4D6TOX9JlO5TaQPnOp3ieEuHc1atSIMWPGsHHjRkunmGzDhg2MGzeu3EGL2mTxx6EKIYQQQgghhBD3mtdff93SCWZ54YUXLJ2gd1+dcSGEEEIIIYQQQoi6RQYuhBBCCCGEEEIIoSwZuBBCCCGEEEIIUSXR0dHK3qy/OsTFxdG/f3/c3NxM3s9//etfvPfee0bPHx0djb+/P87OzvzjH/8gIyOj0mUKCgqYMGECTZo0wd3dncGDB5OQkKCfnpaWxrBhw3B2dsbf359vv/0WuHuT4GHDhtGkSRMWLVpU5rrXrVvHK6+8YnR/TbqvBi4iIiIICgqydIYQQgghhBBCCIXZ2NgwevRo3nzzTZOWT0xMZMeOHUyePNmo+bOzswkODmbBggUkJiZSVFTEvHnzKl2uqKgIf39/fv75Z27fvk2bNm0ICQnRT58zZw7FxcUkJiayYMECgoODycnJYevWrXTt2pUrV65w4sQJLly4UGrdTz/9NB999BG3b982er9ryn01cFFXniri7+9v6YQ6TeXjp3IbSJ+5VO5TuQ2kz1zSZzqV20D6zKV6nxCWFhMTQ7du3ahXrx7dunUjJiZGPy0oKIiIiAj9v318fPTfpdzc3BgwYAAJCQlotVq0Wi379u0zWPfEiROZOHFibexGjWjVqhUhISG0bNnSpOU3b97M4MGDjX4U6uHDh3Fzc2P8+PFotVr+9a9/sWPHjkqXc3BwYP78+Xh5eWFjY0NISAgnT57UT4+MjGT27NlotVrGjx+Pq6srhw8fRqfT6R+bqtPp9I8oTU5O1i9rb2/PgAED2Lp1a1V2vUbcVwMXdYXKz0OvC1Q+fiq3gfSZS+U+ldtA+swlfaZTuQ2kz1wq92k0GksnVKjkC42qpM90f/6yOnr0aEaMGEFycjJPPvkko0eP1n+BrUhqaioHDhygefPmZGZmkpmZyeDBgw3mSUhIMLhkoap9qjK278CBA/Tq1cvo9cbFxREYGMiRI0cYP348gYGB3L59mzt37lSp76effqJDhw4ApKSkkJycjL+/P3379uX8+fMEBAQQFxfHhAkT+OGHH2jevDldu3aluLiYF154gVdffZXi4mL9+oKCgti/f3+VGmqC2p8KIYQQQgghhBDV7tKlS1y4cIF//vOf2Nra8tJLL3H+/Hni4+OrZf3R0dF14mz3mnL69Gn8/PyMnj8rKwsXFxeSkpKIiYnB1dUVgMzMTKPXkZiYyKuvvsprr72mXyfcPSsjJiaGO3fu4OrqSmZmJk5OTuzZs4c9e/Zw+fJlNm7cyPz581m3bp3B4ExAQACnTp0yuqGmyMCFgmJjYy2dUKepfPxUbgPpM5fKfSq3gfSZS/pMp3IbSJ+5VO4z5rfalvTn37iqSPpMV9KWlJRE/fr1sbW1BcDOzo769euTmJhoyTyljx0Y35eWloaLi4vR63V2diYzM5Pg4GB++eUX/Y05tVqtUctnZ2czZMgQZsyYob+vo7OzMwCFhYXcuHGDrl27kpGRgVarJTU1lTFjxhAVFcXq1atJTEykU6dOhIWFGazXxcWF1NRUo/ejpsjAhYLi4uIsnVCnqXz8VG4D6TOXyn0qt4H0mUv6TKdyG0ifuVTvE8KSGjVqREpKCgUFBcDdp1OkpKTQqFEj4O5v6QsLC/Xzp6enGyyv+iUdlubm5mbUU0FK+Pn5cebMGf2/z5w5g4eHB+7u7pUuW1hYSHBwMD169OCf//yn/vX69evTsGHDUuv19/enXr16bNq0iTlz5nDixAkcHR25cuUKJ0+e5OLFi/r5MzIycHNzM3o/aop82oQQQgghhBDiPtOyZUtatmzJ22+/TUFBAWvWrKFVq1b4+voC0Lp1a/773/8CEBUVVepeC02aNCExMbHcJ06MGzeOcePG1exO1CCdTkdubi75+fn6v5cM8hijXbt2VRo87d27N3fu3GH79u1kZWURHh7OqFGjDOY5fvw4rVu35vjx4wavP/PMM7i5ubFq1apS6w0ODmblypVkZWWxfft20tPTeeyxx9BoNDg4OAB3n0xia2uLtbU11tbWBvt59uxZ2rdvb/R+1JT7auBCHocqhBBCCCGEEHdvELtjxw4iIyNp2LAhn332GTt27NDfOPbll1/m2LFjdOvWjUOHDtG8eXOD5f38/Hjqqado27YtzZo146uvvjKYfv36da5fv15r+1Pdrly5gqOjI48//jgJCQk4OjoyZcoUo5cfMGAAR44cMXp+JycnIiMjCQsLw8PDA4ClS5cazJOTk8PFixfJyckx6Ny8eTO7du3CxcUFV1dXtFqt/saoy5cvB8DDw4OwsDAiIyNxdHQ0WG+/fv24efMmHh4e+Pn5GdzYODo6moEDBxq9HzXFxtIBtSkkJISQkBDl7+IshBBCCCGEEDWtXbt2/Pjjj2VOa9WqFadPn9b/e9myZaXmeffdd3n33XfLXL6u35jTx8enzHvRGHuPi0mTJtG5c2fy8vKMfiRqUFAQ586dq3D6X5tatGhh8FpxcbHBZTz16tVj9+7dFW7X2tqayMjIUq/n5eVx4MCBMt/72nZfnXEhhBBCCCGEEELUtEaNGjFmzBg2btxo6RSTbdiwgXHjxunPALGk++qMCyGEEEIIIYQQoja8/vrrlk4wywsvvGDpBD0540JB/v7+lk6o01Q+fiq3gfSZS+U+ldtA+swlfaZTuQ2kz1yq9wkhhDCODFwo6M83QxFVp/LxU7kNpM9cKvep3AbSZy7pM53KbSB95lK5T/V7rqn+qEvpM53KbSB95lK9z1T35l4JIYQQQgghhBDiniADFwqKjY21dEKdpvLxU7kNpM9cKvep3AbSZy7pM53KbSB95lK1T6PRUFxcTHZ2ttFPKKhtqnaVkD7TqdwG0meu2uwrKioiOzsbqPmzyO6rm3NGREQQERFh6YxKxcXFKX1qo+pUPn4qt4H0mUvlPpXbQPrMJX2mU7kNpM9cqvbZ29tjb2/P7du3gbuPItRoNEpdPqLT6ZTq+SvpM53KbSB95qqNPp1Oh06no6ioCI1Gg4uLCzY2NTu0cF8NXISEhBASEqL0B00IIYQQQtzbSv4ffScnJwoKCigoKNB/EVBFXl4e9vb2ls4ol/SZTuU2kD5z1UafRqPBysoKGxsb7OzsauX79X01cCGEEEIIIYQqrKys9GdfqCYzMxOtVmvpjHJJn+lUbgPpM5fqfaaSe1wIIYQQQgghhBBCWTJwIYQQQgghhBBCCGXJwIUQQgghhBBCCCGUJfe4UJC/v7+lE+o0lY+fym0gfeZSuU/lNpA+c0mf6VRuA+kzl8p9NjY25OXlkZeXR2FhoXI35ywqKiI3N9fSGeWSPtOp3AbSZ67a6Ct5CpKtrS12dna1coNOjU6ln5C1RKPRKPU/DDUpPj4eX19fGBAOzg3Ln/H2ObyOLCfK2YPeQXO44ehe9nxZyXBgFpcvX8bHx6dGmoUQQggh6pK8vDxu3bqFt7c3VlaVn9BcXFxMYmIi+fn52NjYYGtrq19Onn4nhFBZySCrTqejoKCAwsJC7O3tady4sVE/v0z9Li5nXAghhBBCCFGL8vLyyM/Pp1mzZlhbW1s6RwghTJafn8/NmzcpKCjAzs6uxrYj97hQUGxsrKUT6jSVj5/KbSB95lK5T+U2kD5zSZ/pVG4D6TOX6n0qD1oUFxdbOqFC0mc6ldtA+gBSUlJISkoyadnaPn42NrVzLsR9NXARERFBUFCQpTMqFRcXZ+mEOk3l46dyG0ifuVTuU7kNpM9c0mc6ldtA+sylep8QQpTlySefpGXLlpbOUMp9NXAREhJCdHS0pTOEEEIIIYQQwuIcHBz0N1pctWqVpXMqtWrVKjQaTZW/0508eRKNRkNYWFiNdNWWTz/9FI1GQ0RERKlpJfu4aNEik9c/ePBgZe+zc18NXAghhBBCCCGEuGvFihU8//zzls4QfxEdHU1mZqalM5QiAxdCCCGEEEIIoYCoqCg6dOiAg4MDnp6ezJgxQz8tPDycVq1a4eDggLe3NwsWLADufsl1cHBgxIgR+Pr6Mnv2bNzd3fW/eQ8KCkKr1TJv3jy0Wi29evXixo0bAEybNo1Ro0aV27N69WpatWqFm5sbQ4cO1S8H8Pbbb9OiRQscHBx44IEH2LZtm1H7qNFo6NevH3//+99xdXU1OEMgMTGR4cOH4+bmhp+fH5s3bwbuPilRo9Ewa9YsAB577DGjz6Dw8fGhS5cuACxatAiNRmNw+4CS47NkyRLc3Nxwd3fn5MmTpKamMmTIEBo2bIizszMPPfSQ/kyPkp5x48bxt7/9DXd3dz788EP9Ost7HyMiImjZsiXdu3enQ4cOvPjii7i7u7NhwwYA1q5dqz8DRqvVljpuwcHBAEyePBmNRkNISEipfVy8eHGpfSzvfSwoKGDKlCnUq1ePQYMGlfkY1eTkZGJjY0lLS6v0WNckGbgQJrl27Rrx8fEV/klJSbF0phBCCCGEEHXGxIkTSUpKYu7cuYwcOZJLly7pp3311Vd07NiROXPm4O3tzZIlSzh48CBw90k1VlZWXL16lb179xIYGMi///1v/bLZ2dkcPXqU4OBgjh49ypw5cypt2bZtG9OnTycwMJCpU6dy5MgRxo4dC8CFCxd46aWXaNSoEQsWLOCRRx7hwoULRu/n4cOH6dChA25ubrz22mvcuXMHgLFjx/Kf//yHZ555Bnd3d0JCQjh69Cj169cnPDycwYMHA/D8888THh5Ov379Kt3WvHnzeOmllwDo27cv4eHhhIaGGsyTnZ3Nhg0b+L//+z+efPJJ8vLySE1N5cSJE4waNYoZM2Zw8eJFxo0bZ7DcF198wYABA9DpdMyePVv/ekXv4+XLl/Hx8eHUqVP8/PPPeHp6snHjRgB69OhBeHh4mfe3CA8PZ+LEiQCMGjWK8PBwRo8eXWof//73vxvsY0Xv40cffcSHH35Ix44dadSoEVFRUaW2u3btWgICAti1a1elx7omyeNQRdXkZ4PGikcffbTSWV1c3Yi/fJH69evXQpgQQgghhBB1m06nw9XVlZ49e9K9e3eDx0tGRkai1WpJSkqibdu2jBgxgt9++03/m/YVK1bw448/Mnz4cHx8fAy+nOt0Onbs2IGnpyfff/89hw4dqrQlIiICV1dXVq9ejY2NDSkpKaxfv55r166h0+kA8PLyYsiQIbRt27ZK90bo3Lkzb7zxBra2trz++uskJCSQnZ1NVFQUkydPZtWqVVy9epXmzZuzefNmPvjgA2bOnAnAvn37GDVqlNEPXZgyZQonT57krbfeonv37vr1/JlOp+Prr7+mdevW+tfy8vK4ePEiRUVFpKSkcP78eXbs2MHt27f18zzxxBMsW7aMS5cusXPnTtLS0qhXr16F7yPA5s2b+fjjj3nqqaeIj49n586dAHTs2JGOHTuyb98+EhMTDZaZOXMmn376KVu2bKF///76sy0q28eK3seSz0HJZ+OHH37g3LlzRh3X2iYDFwry9/e3dEL5CnNBVwxBc8CxggGJnBQyopeTnp5e6wMXKh8/ldtA+sylcp/KbSB95pI+06ncBtJnLtX7hPir7du388orr9CnTx+cnJyYPn06ixYtorCwkGnTprF9+3YKCwv182dnZ+v/bmVlhZWVFdbW1lhbW1NQUKCfZmdnh6enJwAtWrTg22+/rbTl2rVrpKen88ADDxi8npCQQPfu3Vm3bh2rV6+mffv2NG3alLVr1zJs2DCj9rNBgwbA3ZuDwt1LFq5duwZAq1atAPD29sbW1pbr168btU5zODo6GgxaAJw7d44xY8YQExNj8Hp2drZ+kKas/YDy38cStra2AGW+V9WtovcxOTm51GfjrwMXYWFhStzUVAYuFNSmTRtLJ1TOsT44N7R0RZlUPn4qt4H0mUvlPpXbQPrMJX2mU7kNpM9cKvepeuf+ElZWal9Rfq/29ezZk2PHjnHnzh1eeuklFi9ezJgxY7h8+TJbtmzh8ccfZ9KkSZw/f56FCxfqz3yoTH5+Pjdu3MDLy4uEhAQaNvzf/x9fcjZATk6OwTJNmzYlMTFRfxlDCT8/P3Q6HaGhoYSGhnL58mWGDh3K888/b/TARVmaNm0K3L2UAuDq1asUFBTg5eWln6fkuBYXF1dp3ZUtV9b7tWTJEmJiYnjttdcICAhg7dq1REdHG/XfbnnvY3mMfR8r2o+SaX9dV0XvY8OGDQ0+G1euXCm13uTkZJKTk/H09KRevXpGddYEGbgQQgghhBBCCAV069aNhx56iKZNm3LmzBng7iBXyW/o09LSuHDhApGRkVVe95gxY2jZsiXnzp3T3ysBwNfXF41Gw4YNG7CxsaFJkyZMnjyZ8ePH88033xAREUHXrl1JSkri0KFD/P7771y4cIHg4GD69u2Ls7MzSUlJZg/GNWvWjKCgILZu3Yq7uztHjx4FYMKECfp5SgYx1q5dS0JCgv7SisqUnFHw+eef4+Pjg5eXF/37969wmZJjfuPGDdLS0jh+/LjR+1Le+1iZDz74gLS0NP2gTckjaksu/SjZ/82bN6PRaHjggQfo0aNHhftY0fvYu3dvtm/frv9snD9/vlTT2rVrWbRoEZs2bTK4PKW2qT1UeZ+KjY21dEKdpvLxU7kNpM9cKvep3AbSZy7pM53KbSB95lK5z9jfsFpKVX+jXdvu1b7OnTuzZ88eFi1axM2bN1m6dCn+/v706dOHqVOnEhsby7p16/Q3ZTSWs7Mz3bt3JzIykkcffZRly5bpp3l6erJ48WIyMjKYO3cur7/+OgCTJk1i9erVnD17lsWLFxMZGam/n4a7uzteXl5s3LiRZcuWUb9+fT744AOT9vnPtm/fTv/+/fn3v/9NcnIyGzZsoFevXvrpQ4YMYdCgQRw6dIjJkyeze/duo9br6enJK6+8QlJSEs888wwrVqyodJmwsDC6devGpk2bOHnyJP/4xz8A497b8t7HyixdupRZs2Zx6dIl8vPzmTVrlv5JKgAPP/wwEydO5NSpUzz11FMGTzIpbx8reh8nTJjApEmT+Pnnn7l58yaPPfZYpY2WotGp/lOzBmg0GqX/x+KLL75g6NCh1bKu+Ph4fH19YUB4xZd23D6H15HlRDl70DtoDjcc3cudjyPLK19fVjIcmKW/a25tqs7jV91UbgPpM5fKfSq3gfSZS/pMp3IbSJ+5aqsvLy+PW7du4e3tbdQlAjk5OSQlJdGiRYsabzNVcXGx0pdjSJ/xgoKCOHnyJJmZmYBabWWRPvPUdl9xcTFXr17F09Oz1E1Iy2Lqd3F1j7gQQgghhBBCCCHue1UeuAgICGDFihVcvXq1JnqEEEIIIYQQQggh9Ko8cLF48WJOnDhBmzZt6N27N5s2bdKfdqS6iIgIo5/3K4QQQgghhBB1XXR0dJ35viZEeao8cBEcHMxnn33GzZs3mThxIjt37qRp06aMHDmSPXv2UFRUVBOd1SIkJITo6GhLZwghhBBCCCGEEMJIJt/jwtXVlcGDBzN48GCaNm3KoUOHmDVrFt7e3vznP/+pzkYhhBBCCCGEEELcp6o8cJGdnc327dsZOHAgLVq04ODBgyxatIhbt24RFxfHunXrmDp1ak203jeMeVSOKJ/Kx0/lNpA+c6ncp3IbSJ+5pM90KreB9JlL9T4hhBDGqfLARaNGjXjjjTfo168f8fHx7Nmzh+DgYP2jT4YNG4arq2u1h95P2rRpY+mEOk3l46dyG0ifuVTuU7kNpM9c0mc6ldtA+sylcp9Go7F0QoVUftwjSF9VhYWFERISAlStLTo6Gh8fnypta8aMGWi1WqysrEy6TF+VY5ecnMzQoUNp1KiRwX+vVelbt24dr7zyitHzf/DBB3Tq1AkbGxvCwsKMXi4tLY1hw4bh7OxMQEAA3377rX5aQUEBTz/9NC4uLjRv3pxPP/0UAJ1OxzPPPEPjxo157rnnynxE6f79+xk9erTRHTWpyp+KH3/8kZ9++olp06bh4eFR5jy//fab2WFCCCGEEEIIIeqWN954g8zMTJo3b27pFLNoNBoGDhzIpk2bTFo+Pz+f5cuX8/LLLxu9TOPGjXnttdcYOnRolbY1Z84ciouLSUxMZMGCBQQHB5OTkwPA6tWrOXXqFAkJCURERDB58mRu3LjB119/jbW1NdevXwfgm2++KbXegQMHEhMTw6lTp6rUUxOqPHDh7+9Pbm6uwWu5ubkUFBRUW9T9LjY21tIJdZrKx0/lNpA+c6ncp3IbSJ+5pM90KreB9JlL5b6yfrupkuLiYksnVEj6jHPs2DG0Wi3Lli1j27ZtaLVatFotaWlpAFy7do3HH38cNzc32rdvz3fffadf1s3NjQEDBpCQkKBfbt++fQAcP36chx9+mHr16uHr68uyZcuq9Jleu3ZtuWdEqXLsGjRowHPPPceDDz5o8Lqxfbt376Zdu3Y0btzY6G0OGTKEQYMG4eLiUqXWyMhIZs+ejVarZezYsbi6unL48GH9tGnTpuHu7k7v3r15+OGH2b17NzqdrsyzR1JSUgzey9GjR/Phhx9WqacmVHngYvjw4foPbIkDBw7w5JNPVlvU/S4uLs7SCXWaysdP5TaQPnOp3KdyG0ifuaTPdCq3gfSZS/U+IWpat27dyMzMZO7cuYwbN47MzEzS09OpV68eAM899xwBAQEkJSUxb948hg8fTnZ2NgCpqakcOHCA5s2bk5mZSWZmJoMHDwbuXn7w2muvcfv2baKiolizZg379+83uis5Ofme/+/zwIED9OrVq8a3k5KSQnJyMv7+/vTt25fz588TEBCgP75xcXEEBgYyZswYjh49SmBgIHFxcfTr14+8vDy8vLwA8PPzY9asWUyfPp2MjAz9+oOCgqr03taUKg9cHD16tNSpK4MGDeLo0aPVFiWEEEIIIYQQouYUFBTw5ZdfMnPmTOzs7Bg1ahRarZbjx49XumyPHj3o168fdnZ2+Pr6EhQUVKXLCcLCwpQ/68hcp0+fxs/Pr8a3k5WVBYCDgwMxMTHcuXMHV1dXMjMz9dNdXFw4c+YMiYmJ+mkajYaNGzdy5MgRrKysWLlyJc8++ywREREG96wMCAjg4sWL+gEtS6nywIWzs7P+4JTIyMjA2dm52qKEEEIIIYQQQtSc5ORkiouLDS5laNKkCYmJiX3pty4AACAASURBVJUuGxcXx4ABA2jUqBFubm7s3r2b/Pz8msytc9LS0qp8yYcpSr6HFxYWcuPGDbp27UpGRgZarVY/PTMzk99++43hw4frpxUXFzN58mS2bt3KwoULcXV1pUePHjz77LMG6y/Zh9TU1Brfl4pUeeBiwIABTJkyhaSkJABu3rzJs88+y8CBA6s9TgghhBBCCCGEecq6l0HDhg2xsrIyGKi4desWjRo1qnA5gNDQUDp27MjVq1dJTU1l8ODBpc6gsLKyuufPqqiIm5ubwSUXNaV+/fo0bNiQM2fO6F87c+aM/nHQfn5+ZU6zsrJi3bp1LFu2jPT0dE6fPs3Vq1fRaDRERUXp5y/ZBzc3txrfl4pUeeAiPDyc3NxcmjRpgpOTE82aNSM/P5+VK1fWRJ8QQgghhBBCCDM0adKEs2fPUlRUpH/N1taWfv36sWrVKgoKCti5cycZGRk8/PDDBsslJiZy+/Ztg/VlZGTQsGFD7O3t+eGHH/j6669LbdPHx4cffvihzJ63336b1q1bV9Pe1Zzc3Fzy8vL0f6/KWSXt2rWr8n08CgsLyc3NpaioSP/3P98M9Pr167Ru3ZrPP//cYLng4GBWrlxJVlYW27dvJz09ncceewyAkSNHsmbNGlJTU4mOjub48eMMGzYMAEdHRwCKioqwtrbGysoKW1tbg/08e/YsrVq1wsnJqUr7Ut2qPHBRr1499u7dy40bNzhy5AjXr19n7969Fh+BEUIIIYQQQghR2siRI3F2dqZp06Y0b96c9PR0AN5//31iYmLw8PBgyZIlREZGGtwCwM/Pj6eeeoq2bdvSrFkzvvrqK+DuL7Pff/99XFxcWLlyJY8//nipbS5dupRNmzbh7OzMvHnzDKalpKRw8eLFGtzj6uHo6Kh/+omjoyP9+vUzetkBAwZw5MiRKm1vyZIlODo68tFHH7F06VIcHR359ttv9dMLCgq4ePGi/v0rsXz5cgA8PDxYvHgxkZGR+kGJl19+mbZt2+Lt7c2ECRPYuHGj/oacJQICAmjRogUeHh6kpKQY7Gd0dLQSV1dodPfh+TsajUbp05ZiY2PLfTxQVcXHx+Pr6wsDwsG5Yfkz3j6H15HlRDl70DtoDjcc3cudjyPLK19fVjIcmMXly5fx8fExax+qqjqPX3VTuQ2kz1wq96ncBtJnLukzncptIH3mqq2+vLw8bt26hbe3d7mn1v9ZTk4OSUlJtGjRosbbTFVcXGzUvliK9JlO5Ta4d/ry8/Np3bo1J06cqNIjUc1V3cevXbt2bNu2jfbt25e7vatXr+Lp6YmdnV2l6zP1u7hNVRcoLi5m3759xMXFkZOTYzDt1VdfrXKAKE3l/wegLlD5+KncBtJnLpX7VG4D6TOX9JlO5TaQPnOp3KfRaCydUCGVvziC9JlD5Ta4d/rs7OyYM2cOb775Jq+//noNV/1PdR6//fv3ExgYWO6gRW2q8sDFmDFjiIqKokuXLtjb2+tfV/2HrxBCCCGEEEIIUVtCQ0MtnWCWgQMHKnGZCJhwj4sDBw5w6tQp9u/fz65du/R//nqDEGG62NhYSyfUaSofP5XbQPrMpXKfym0gfeaSPtOp3AbSZy6V+1S+bBkwuCGgiqTPdCq3gfSZS/U+U1V54CIwMFD503fquqrefVYYUvn4qdwG0mculftUbgPpM5f0mU7lNpA+c/1/9u48Lqp6/+P4e9gUcQESFQWFXMBdXNGrMeg1ra5WipqRSmZWLmXd3NPQq2iapbZ4u2JipnXTrpJaaYlL/UzNhUC84BKIqCgmyCIqy/f3B3cmUFCYA5wP8n4+Hj4eOhxmXnMOXwe+nPke6X1ERFQ6ZZ6B8PX1hdFoRHBwMFauXFnkj3RhYWEwGo16ZxARERERUSUxGo0ICwu75zYvv/wyQkJCitw2bNgw1K5dGwaDAQkJCRUXKJzW5793795KX6y/vHz11Vdo2rQp6tSpg3HjxiE3N7dMn3/ixAn06tWr1Ntfv34dTz31FBwcHODl5VXkiiL3M3PmTDg5OcHV1RUffvhhkY+tXLkSDRs2hLOzc5ErvHzyySdo3Lgx+vXrd9clbwEgJSUFbdq0MV8SVk9lXuPit99+Q6NGje66tIvBYMCrr75abmEVISgoCEFBQVyPg4iIiIiIzP75z3/eddumTZsAcC2/6iopKQljx47FN998Ax8fHzz66KNYuXIlpkyZUur7mDt3Lt58881Sbz9z5kzk5+fj8uXL2Lp1K4YNG4aEhATzpU1L8tVXX+GLL75AdHQ0rl27Bj8/P/Ts2RNdunTB4cOH8fbbb+Onn36Co6MjevfujS5dumDAgAH49NNPcerUKYSHh2PFihVYsGBBkft1cXFB3759sXr1akyaNKnUz6MilPmMiz179hT7JyIioiL6iIiIiIiISuTm5nbXeia3bt1CzZo1kZGRAQCIiYlBhw4dUK9ePcybN8+83Y8//ojatWvD1tYWwcHBZXrcjRs3onXr1nB2dsYzzzyD9PT0Un1eVlYWJkyYgCZNmqB+/fqYPHmy+WP79+9Hhw4d4OjoiAEDBiApKcn8MQ8PD8ybNw/NmzfHQw89hNDQUPPHjEYjpk6dWuxzzM3NxaxZs9C0aVO4urpi3rx5RdZYOX78OB555BE4OjrCy8sL3333HQBg0KBBqF27NgCgbdu2qF27NqZPn15k3/n4+MDJyQkDBw7EpUuXiuwb0+N9/fXXd+2Dw4cPw9vbG4cPHy7VPtNDeHg4evbsib59+8LJyQmvvfYavvzyy1J//sWLF7F//3787W9/K/XnbNq0CdOnT0ft2rXx3HPPoW7dutizZ0+pPu/FF1+Em5sb2rVrh6FDh+Lf//63+WMBAQFo164d3NzcMG7cOPPzMBgMd12eNCcnp8jX8siRI/Gvf/2r1M+holi0WIVSClFRUfj+++8BFAyGvLy8cg0jIiIiIiK6nx49euDo0aNFbouOjkbLli1Rp04dAEBERAT27duHiIgILFiwAFeuXAEA/PWvf0VmZiYCAwPL9JgHDhzA5MmTsXHjRiQnJ6NWrVp46623SvW5U6ZMQWJiIqKiopCYmIjevXsDAG7cuIGAgADMnTsXV65cQatWrfDSSy8V+dzDhw/jxIkTCA0NxdSpU4ssxFjSc1yyZAl2796NI0eOIDo6GuHh4diyZQuAgrcmDBgwAGPGjEFKSgp27tyJmjVrAgC2bduGzMxMAAUTP5mZmebLesbHx+Ppp5/GkiVLkJKSgh49ephbL1y4gPHjx2Pz5s2Ii4u769iYnmtcXBxu3LhR6n1e2eLi4tCmTRt88cUXmDp1Ktq0aVOmdXN++OEHdOvWDXZ2dqXa/tq1a7h69Sq8vLzQv39/nD59Gq1bty7VY5pa33jjDXz11VdFWk0fW7ZsGZYvX27+mIODA0aPHo0WLVpgzZo1GDduHJYvX46RI0cWeWtQjx49cObMmSKTaHoo88RFXFwc2rZtCz8/PwQEBAAoODVlzJgx5R5HRERERER0L6aJi+zsbDz00EM4ffo0jh49Cl9fX/M2gYGBcHJyQpcuXeDi4oLff/9d02OuXbsWY8eOhY+PD+zs7PDqq69i69at9/28/Px8rF+/HsuWLcNDDz2EWrVqYcSIEQCAX375BXXr1kVAQADs7OwwdepU7Ny5s8i6Ci+88ALs7e3xxBNPIC0tzTw5ca/nuHbtWsydOxcNGjRA/fr1MWbMGHPr9u3b0bx5c7zwwguwtbWFh4cH/P397/s8Nm7ciIEDB6J///6wsbHB66+/jh07diAnJwc7d+5Ez5490b17d9StW7fYS4IajUYopUSvP5iVlYU6dergwoULOH36NOrWrWueyCmN6OhotGrVqkyPBwA1a9ZETEwMUlNTS/2YptbTp0/j4sWLRT7P9LGEhATEx8cX+diECRMQHR0NPz8/zJ49Gx07dsTmzZvRoUMH833b2NigRYsWiIqKKvVzqQhlXuNi/PjxmDJlCsaPHw8nJycABdd3nTp1arnHVVdeXl56J1Rpkvef5DaAfVpJ7pPcBrBPK/ZZTnIbwD6tpPdR+fD19cWcOXNw4MABuLu7Y/fu3Th27FiRiQtnZ2fz3+3s7HDz5k1Nj5mUlIQNGzZg9erVAArOSC/Nwo0pKSm4detWsYtVXrlyBQ0bNjT/u1GjRsjLy8PVq1fRqFGjIs/D9Fv8ws+jpOeYlJSEkSNHmq8MmZeXZz7LIykpyaKFM5OSkrBt2zY4Ojqab7O1tcXly5dx5coVNGjQwHx74edUlTg4OCAzMxMLFizAm2++iePHj5vfOlMa169fL9Nzd3BwAFDwboaLFy8CADIyMkr1mKbWbdu2IT8/HytWrDB/nuljH3zwAQBgy5Yt5o8tWbIEp06dwuTJk3H27FmMHj0azZs3x+bNm1G/fn3z/depUwdpaWmlfi4VocxnXERFReHFF18E8OdCNfXq1RN9mk9V4+3trXdClSZ5/0luA9inleQ+yW0A+7Rin+UktwHs00pyn/QFH00/5EpVuK9r166Ijo7G7t27ERISgr179951xoUWd64BABSsqzF//nykpaUhLS0N169fN//G/M6+wlxcXFCjRo1ir9LRoEEDXL582fzv5ORkWFlZFfkB0hJubm6IiIgwt2ZkZJjXsXBzc7vvFUOK+1o1rZVgus+0tDTcvHkTbm5uaNCgQZEzQQo/p9KQ8rXXqlUrnDx50vzvkydPwsvLq9R9jo6O5jVWSsPZ2Rn169cv9jHL0mplZVXk80p6HgAwefJkhIaGomPHjli0aBEiIyPx4osv3nXF0IyMjCKTVHoo81eFh4cHfvrppyK3HTx4EM2bNy+3KCIiIiIiotKoVasWmjVrhq1bt2LAgAFIS0tDYmIiWrduXS737+HhgQMHDhS5bcyYMfjoo48QHR0NADh//jzCw8Pve19WVlYIDAzE1KlTce3aNWRnZ2Pz5s0ACs4cSUtLw+bNm5GTk4OlS5diwIABsLEp80nyd7XOmTMHly9fRn5+PqKiovB///d/AIAnnngCZ86cQVhYGHJzc3H+/Hns3bu3yOc3atQIJ06cKHLbM888g02bNuHnn3+GUgopKSnmxSAHDBiAgwcP4vDhw8jIyCj2ii2HDh1CixYtcOjQIU3PrSI9+eSTOHDgAPbu3Yu0tDSsWLHC/Lae0mjfvn2Z1sQACi7Bu2TJEmRlZWHjxo1IT0+/6607RqOxyCKpADB8+HCsXr0aFy5cQExMDL7++msMHz7cfJ+bN29GTEwMLly4gNDQUPPzKHy1EqUUrK2tYWdnh9u3b5tvz83NxZkzZ4q8fUQPZZ64mDdvHh5//HGMHz8et27dwpw5czB06NAyr8JLJbtzVWQqG8n7T3IbwD6tJPdJbgPYpxX7LCe5DWCfVpL77vwNvjSFF32U6M6+Hj16wNvbG9bW1ujcuTM6depUqt+Mm66csWHDBoSEhKB27dp4+eWXi2zz/vvvY9q0aahdu7b56gq9e/dGSEgInnnmGdSpUwf+/v44e/ZsiX2FLV++HI0bN0bbtm3RpEkT89UZHRwcsHnzZsybNw8uLi6IjY0t9of+spo+fTq6dOmCHj16wNHREWPHjjWvceDo6Ijvv/8ea9aswUMPPQQ/P78iZ44AQEhICF5++WU0adLE/DNf8+bN8fnnn2PKlCmoV68eOnfubF6Es0mTJvjkk08QEBCAVq1awc/P766m7OxsnD17FtnZ2Xd9TMrXnru7Oz799FOMGjUK7u7u6NChA1577bVS9/Xv3x9HjhwpMglwP4sWLQJQcGZOcHAwNm3adNelUBMSEu46i2X48OEYMWIE2rVrB39/f8yfPx9du3YFUDA23n77bfj7+6Ndu3YYOXIkhg4detdjv/7662jVqhWWLFmC1157zXy7aZLJzc2t1M+jIhiUBf9rHjlyBGvWrEFiYiLc3d0xduxYdO/evSL6KkRxp3tJEh4ejieffLJc7ishIQGenp7AY0sBh3ucZpZyCo33LUKEgwv6Gmfior1Tidth36L731/WVeC7qYiPj7fofXNalOf+K2+S2wD2aSW5T3IbwD6t2Gc5yW0A+7SqrL5bt24hOTkZ7u7upfphOTs7G1euXEGzZs0qvM1S+fn5Yk7ZLw77LCe5DXiw+oYOHYrAwEAMGTKkgqv+VN77b+LEiWjdujUmTZpU4uOdP38erq6upbqCiqU/i1t03lHXrl3NMzhEREREREREVNS8efPw0ksvVerERXm6evUq9uzZg/fee0/vlLJPXMyfP7/Ej82dO1dTDBEREREREdGDoF27dub1RKqiOxcL1VOZJy6OHz9e5N/p6ek4ePAgHnnkkXKLIiIiIiIiIiICLJi42LJly123JSQkICQkpFyCiIiIiIiIiIhMymXVDg8PDxw7dqw87oqIiIiI6IFmWpwuIyMDOTk5oheNJyIqjlIKt2/fRkZGBoCC/9cqUpnPuFi5cmWRf+fm5uKXX34RvfJrVePl5aV3QpUmef9JbgPYp5XkPsltAPu0Yp/lJLcB7NNKal+NGjXg4OCAtLQ086UVDQZDhX/jT0RUHpRS5glXa2trODo6wsbGout+lJrmt4rUrFkTXl5eWLZsWblFVXfe3t56J1Rpkvef5DaAfVpJ7pPcBrBPK/ZZTnIbwD6tpPYZDAa4uLhAKYW8vDzzWRc884KIqgKDwQArKyvY2NhU+ISFSZkfZc+ePRXRQURERERUrRgMhkr9xp+IqKri+zsEio2N1TuhSpO8/yS3AezTSnKf5DaAfVqxz3KS2wD2aSW579atW3on3BP7tJHcJ7kNYJ9W0vssVeaJCysrK1hbW5f4x/RxslxcXJzeCVWa5P0nuQ1gn1aS+yS3AezTin2Wk9wGsE8ryX05OTl6J9wT+7SR3Ce5DWCfVtL7LFXm89KmTp2KI0eO4LXXXoOrqysuXbqEDz74AH5+fhg0aFBFNBIRERERERFRNVXmiYvPP/8cp0+fRq1atcy39e3bF15eXnjrrbfKNY6IiIiIqKrIycmBnZ0drw5CRFTOyjxxYW1tjdOnT6Njx47m237//XdeDpWIiIiIqiU7OzvUrFkTycnJsLa2hq2t7X0vb3r79m1kZ2dXYmXZsE8byX2S2wD2aSW9z1JlnriYMWMGevfujYEDB6JRo0a4fPkyvv/+eyxevLgi+oiIiIiIRDMYDGjQoAFyc3Nx69Yt5ObmIj8//56XNz137hy8vLwqsbJs2KeN5D7JbQD7tJLeZ6kyT1xMmDABPXv2RHh4OC5fvow2bdpgxowZ6Ny5c0X03VNOTg6MRiNiYmIQGhqKgICASm8gIiIiIjIYDLC1tYWtrW2ptk9JSUGvXr0quMpy7NNGcp/kNoB9Wknvs5RFF4328fGBj49PebeUmY2NDTZv3oxPPvlE75Ry9SDOkFUmyftPchvAPq0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zlEULU3z55ZcYMmQI+vTpAwDYt28ftm/fXq5hpWEwGODq6lrpj1vRvL299U6o0iTvP8ltAPu0ktwnuQ1gn1bss5zkNoB9Wknuk9wGsE8ryX2S2wD2aSW9z1Jlnrj4xz/+gcWLF+ORRx5BVFQUAMDJyQnz58+3KODDDz9E165dUaNGDTz11FNFPpaTk4NJkybB2dkZzs7OmDx5MnJzcy16HCIiIiIiIiKqeso8cbF69Wrs2rULU6ZMMV9JpG3btjh16pRFAY0bN8Zbb72FF1988a6PLViwAD///DNiYmIQExODn376CSEhIRY9TlUSGxurd0KVJnn/SW4D2KeV5D7JbQD7tGKf5SS3AezTSnKf5DaAfVpJ7pPcBrBPK+l9lirzxEVubi5q164NAOZLPGVlZZlvK6shQ4bgqaeeQv369e/62Keffoq33noLrq6ucHV1xezZs7FmzRqLHqcqiYuL0zuhSpO8/yS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0PkuVeeJi4MCBGDt2LC5evAig4DqxM2bMwGOPPVauYampqUhKSkKnTp3Mt3Xq1AmJiYm4fv26+bbhw4fjs88+w/z58zFt2rRybSAiIiIiIiIifZX5qiLvvfceRo0aBTc3NwBA7dq1MWDAAKxfv75cwzIzMwEAjo6O5ttMf8/IyEC9evUAAF999dV97ys4OBjz5s0rclt4eHix23p5eZkXNImNjS1xxqoityvvPj3t2rULDRs2vOv2qrT/uB23exC2M2Ef+9hXMvaxr7K3i42NFf36wb4Hty88PFz09y/se7D7LGFQSilLPvHy5ctITEyEu7s7GjVqpDkkODgYkZGR2Lp1K4CCMy6cnZ1x5swZNG/eHABw5swZtGzZEmlpaeaJC0sYDAZY+LQrRXh4OJ588slyua+EhAR4enoCjy0FHO5+O45Zyik03rcIEQ4u6GuciYv2TiVuh32L7n9/WVeB76YiPj4eHh4emp5DWZXn/itvktsA9mkluU9yG8A+rdhnOcltAPu0ktwnuQ1gn1aS+yS3AezTSnqfpT+Ll/mtIrNmzcLRo0fRsGFDdOvWrVwmLYrj5OQENzc3REZGmm+LjIyEu7u7pkkLIiIiIiIiIqo6yjxx8eGHH6J9+/blFpCbm4ubN28iNzcX+fn5uHnzJm7fvg0AeP7557Fw4UIkJycjOTkZISEhGDduXLk9NhERERERERHJVuY1LpydnZGdnQ07O7tyCViwYEGR9Sfs7e3h5+eHvXv3Ys6cOfjjjz/QunVrAEBgYCBmzZpl8WOFhYUhLCxMa3KFK/x+YCo7yftPchvAPq0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zVJnXuPjyyy+xY8cOvPvuu8UuulgVSF/jojxVxzUuiIiIiIiISB5LfxYv8xkXr7zyCm7cuIGNGzfCwcEBNjZ/3sW1a9fKHEBEREREREREVJIyr3GxdetW7Nq1CxEREdi2bRu2bNli/kPlIzY2Vu+EKk3y/pPcBrBPK8l9ktsA9mnFPstJbgPYp5XkPsltAPu0ktwnuQ1gn1bS+yxV5okLPz+/Ev9Q+Siva91WV5L3n+Q2gH1aSe6T3AawTyv2WU5yG8A+rST3SW4D2KeV5D7JbQD7tJLeZ6lSTVzMmTOn2L8TEREREREREVWkUk1crFixoti/VzVhYWEwGo16ZxARERERERFRKZVqcU4nJyds2LAB7du3R15eHqKjo4tdCbRDhw7lHliegoKCEBQUBIPBoHcKEREREREREZVCqSYuPvjgA/z9739HQkIC8vPz0bFjx7u2MRgMyMvLK/dAIiIiIiIiIqq+SvVWkcGDB+P06dPIyclBrVq1kJ+ff9cfTloQERERERERUXkr81VF2rRpUxEdVIiXl5feCVWa5P0nuQ1gn1aS+yS3AezTin2Wk9wGsE8ryX2S2wD2aSW5T3IbwD6tpPdZyqCKW6ziAWcwGIpdo+NBlJCQAE9PT+CxpYBD/ZI3TDmFxvsWIcLBBX2NM3HR3qnE7bBv0f3vL+sq8N1UxMfHw8PDQ9NzICIiIiIioqrP0p/Fy3zGRVXGq4oQERERERERVS3VauIiKCgIe/fu1TvjvmJjY/VOqNIk7z/JbQD7tJLcJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9S1WrioqqIi4vTO6FKk7z/JLcB7NNKcp/kNoB9WrHPcpLbAPZpJblPchvAPq0k90luA9inlfQ+S3HigoiIiIiIiIjE4sQFEREREREREYnFiQsiIiIiIiIiEqtaTVzwqiJEREREREREVUu1mrioKlcVISIiIiIiIqIC1Wrioqrw8vLSO6FKk7z/JLcB7NNKcp/kNoB9WrHPcpLbAPZpJblPchvAPq0k90luA9inlfQ+SxmUUkrviMpmMBhQXZ52QkICPD09gceWAg71S94w5RQa71uECAcX9DXOxEV7pxK3w75F97+/rKvAd1MRHx8PDw8PTc+BiIiIiIiIqj5LfxbnGRdEREREREREJBYnLgSKjY3VO6FKk7z/JLcB7NNKcp/kNoB9WrHPcpLbAPZpJblPchvAPq0k90luA9inlfQ+S3HiQqC4uDi9E6o0yftPchvAPq0k90luA9inFfssJ7kNYJ9WkvsktwHs00pyn+Q2gH1aSe+zFCcuiIiIiIiIiEgsTlwQERERERERkVjVauIiLCwMRqNR7wwiIiIiIiIiKqVqNXERFBSEvXv36p1BRERERERERKVUrSYuiIiIiIiIiKhq4cSFQF5eXnonVGmS95/kNoB9Wknuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpg1JK6R1R2QwGA6rL005ISICnpyfw2FLAoX7JG6acQuN9ixDh4IK+xpm4aO9U4nbYt+j+95d1FfhuKuLj4+Hh4aHpORAREREREVHVZ+nP4jzjgoiIiIiIiIjE4sSFQLGxsXonVGmS95/kNoB9Wknuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpTlwIFBcXp3dClSZ5/0luA9inleQ+yW0A+7Rin+UktwHs00pyn+Q2gH1aSe6T3AawTyvpfZbixAURERERERERiVWtJi7CwsJgNBr1ziAiIiIiIiKiUqpWExdBQUHYu3ev3hlEREREREREVErVauKCiIiIiIiIiKoWTlwQERERERERkVicuBDIy8tL74QqTfL+k9wGsE8ryX2S2wD2acU+y0luA9inleQ+yW0A+7SS3Ce5DWCfVtL7LGVQSim9IyqbwWBAdXnaCQkJ8PT0BB5bCjjUL3nDlFNovG8RIhxc0Nc4ExftnUrcDvsW3f/+sq4C301FfHw8PDw8ND0HIiIiIiIiqvos/VmcZ1wQERERERERkVicuBAoNjZW74QqTfL+k9wG8LRzUAAAIABJREFUsE8ryX2S2wD2acU+y0luA9inleQ+yW0A+7SS3Ce5DWCfVtL7LMWJC4Hi4uL0TqjSJO8/yW0A+7SS3Ce5DWCfVuyznOQ2gH1aSe6T3AawTyvJfZLbAPZpJb3PUpy4ICIiIiIiIiKxOHFBRERERERERGJx4oKIiIiIiIiIxLLRO4Do2rVrSE9Pv+92devWhbOzcyUUERERERERkRTVauIiLCwMYWFhemdQIdeuXYOHZ3NkpKfdd9s6dR2REH+WkxdERERERETVSLWauAgKCkJQUBAMBoPeKffk5eWld0KlSU9PL5i0MM4E7O8xIZF9DRl7FyE9Pf2+ExeS95/kNoB9Wknuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpg1JK6R1R2QwGA6rL005ISICnpyfw2FLAoX7JG6acQuN9ixDh4IK+xpm4aO9U4nbYt+j+95d1FfhuKuLj4+Hh4aG9r5T3R0RERERERDJZ+rM4F+ckIiIiIiIiIrE4cSFQbGys3glVmuT9J7kNYJ9WkvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WYoTFwLFxcXpnVClSd5/ktsA9mkluU9yG8A+rdhnOcltAPu0ktwnuQ1gn1aS+yS3AezTSnqfpThxQURERERERERiceKCiIiIiIiIiMTixAURERERERERicWJCyIiIiIiIiISixMXRERERERERCQWJy4E8vLy0juhSpO8/yS3AezTSnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0Pktx4kIgb29vvROqNMn7T3IbwD6tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9WknvsxQnLoiIiIiIiIhILE5cCBQbG6t3QpUmef9JbgPYp5XkPsltAPu0Yp/lJLcB7NNKcp/kNoB9Wknuk9wGsE8r6X2W4sSFQHFxcXonVGmS95/kNoB9Wknuk9wGsE8r9llOchvAPq0k90luA9inleQ+yW0A+7SS3mcpTlwQERERERERkVg2egcQlUVSUtJ9t8nIyKiEEiIiIiIiIqoM1WriIiwsDGFhYXpnkCVu3wAMVujTp899N7Wv5YDHH38czs7OlRBGREREREREFalaTVwEBQUhKCgIBoNB7xQqq9ybgMoHjDMB+3tMSGRfQ/beRUhPT+fEBRERERER0QOgWk1c0APA3hlwqK93BREREREREVUSLs4pkJeXl94JVEGkH1v2aSO5T3IbwD6t2Gc5yW0A+7SS3Ce5DWCfVpL7JLcB7NNKep+lOHEhkLe3t94JVEGkH1v2aSO5T3IbwD6t2Gc5yW0A+7SS3Ce5DWCfVpL7JLcB7NNKep+lOHFBRERERERERGJx4kKg2NhYvROogkg/tuzTRnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0Pktx4kKguLg4vROogkg/tuzTRnKf5DaAfVqxz3KS2wD2aSW5T3IbwD6tJPdJbgPYp5X0Pktx4oKIiIiIiIiIxOLEBRERERERERGJxYkLIiIiIiIiIhKLExdEREREREREJBYnLoiIiIiIiIhILE5cCOTl5aV3AlUQ6ceWfdpI7pPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5nKU5cCOTt7a13AlUQ6ceWfdpI7pPcBrBPK/ZZTnIbwD6tJPdJbgPYp5XkPsltAPu0kt5nKU5cEBEREREREZFYnLgQKDY2Vu8EqiDSjy37tJHcJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9SnLgQKC4uTu8EqiDSjy37tJHcJ7kNYJ9W7LOc5DaAfVpJ7pPcBrBPK8l9ktsA9mklvc9SnLggIiIiIiIiIrE4cUFEREREREREYnHigoiIiIiIiIjE4sQFEREREREREYnFiQsiIiIiIiIiEosTFwJ5eXnpnUAVRPqxZZ82kvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WYoTFwJ5e3vrnUAVRPqxZZ82kvsktwHs04p9lpPcBrBPK8l9ktsA9mkluU9yG8A+raT3WarKT1ysXr0avXr1gtFoxO+//653DhERERERERGVoyo9cXHt2jWEhoZi//79WLp0KWbMmKF3UrmIjY3VO4EqiPRjyz5tJPdJbgPYpxX7LCe5DWCfVpL7JLcB7NNKcp/kNoB9Wknvs1SVnrg4dOgQjEYjbGxs0K1bN5w6dUrvpHIRFxendwJVEOnHln3aSO6T3AawTyv2WU5yG8A+rST3SW4D2KeV5D7JbQD7tJLeZyndJy4+/PBDdO3aFTVq1MBTTz1V5GM5OTmYNGkSnJ2d4ezsjMmTJyM3N9f88dTUVDg5OZn/nZ+fX2ndRERERERERFTxdJ+4aNy4Md566y28+OKLd31swYIF+PnnnxETE4OYmBj89NNPCAkJMX/cyckJaWlp5n9bWen+dIiIiIiIiIioHNnoHTBkyBAAQGRkJJKSkop87NNPP8X7778PV1dXAMDs2bPx5ptvYu7cuQCAHj16YP78+cjLy8Nvv/2Gli1bVm48URllZGQgISHhvtvVrVsXzs7OFR9EpXLt2jWkp6ffd7uMjIxKqCGqeKX9ms/Ly4O1tfV9t+PYICIiIi10n7goSWpqKpKSktCpUyfzbZ06dUJiYiKuX7+OevXqwdnZGWPGjEGfPn1ga2uLNWvWFHtfwcHBmDdvXpHbwsPDi93Wy8vLfAmZ2NjYEt8jVJHblXefnnbt2oWGDRvedXtF95XmcSv7+DZo0ADjX3oZ2Tey7ttfp64jdu38DpcvX660Pm5X/HYNGjSAh2dzZKSnFbtNYfa1HNCiRQuRx81E6n5mn5y+hg0b4tEBj5Xqax5W1kB+3n03s6/lgMcffxxXrlwRt/8Kk3h82fdg98XGxop+HWTfg9sXHh4u+vsw9j3YfZYwKKVUudyTRsHBwYiMjMTWrVsBAOfPn0fTpk2RkpKC+vXrAwBSUlLQoEEDnD9/Hm5ubhY/lsFggJCnXazw8HA8+eST5XJfCQkJ8PT0BB5bCjjUL3nDlFNovG8RIhxc0Nc4ExftnUrcDvsW3f/+sq4C301FfHw8PDw8yqWvPB9XD+bnapwJ2N/jbIrsa8DeRbo8h/L82qsIevRVheNWGjy22lSnvlJ/zV/7HTi0imOjgrFPG8l9ktsA9mkluU9yG8A+raT3WfqzuNgzLmrXrg0AuH79unni4vr16wCAOnXq6NZVGQr/9oweQPbO95580ZH0rz1d+wQft9LgsdWmWvbd72v+xrXSbSdctTy25Yh9lpPcBrBPK8l9ktsA9mklvc9SYlezdHJygpubGyIjI823RUZGwt3dHfXq1dOxrOJJeIsHVU/Sv/ak90kmfd+xTxvpfZJJ33fs00Zyn+Q2gH1aSe6T3AawTyvpfZbSfeIiNzcXN2/eRG5uLvLz83Hz5k3cvn0bAPD8889j4cKFSE5ORnJyMkJCQjBu3Didi4mIiIiIiIiosug+cbFgwQLY29tj4cKF2LZtG+zt7fHoo48CAObMmYOePXuidevWaN26NXr16oVZs2ZZ/FhhYWEwGo3lVF5xYmNj9U6gakr61570Psmk7zv2aSO9TzLp+4592kjuk9wGsE8ryX2S2wD2aSW9z1K6T1wEBwdDKVXkz969ewEAtra2+Oijj5CamorU1FR8+OGHsLGxfFmOoKAg831LVl4rrxKVlfSvPel9kknfd+zTRnqfZNL3Hfu0kdwnuQ1gn1aS+yS3AezTSnqfpXSfuCAiIiIiIiIiKgknLoiIiIiIiIhILE5cEBEREREREZFY1WrioqoszklEREREREREBarVxEVVWZyTiIiIiIiIiAoYlFJK74jKZjAY9E4gIiIiIiIiqnYsmYKoVmdcFHbnJViL++Pn56fLdnr2leaxq9P+k9zGPvZJb2Mf+8rSJ7mNfeyT3sY+9klvYx/7CvdZotpOXBARERERERGRfJy4uIegoCBdtist9mlTmvuT3FYR25UW+7Qpz8eV3FaW7UqLfdpI7pPcVhGPy77K2a60+D2B5dinDb8nsBz7tJHedxdVDb399tt6J9yTnn2leWzuP8tJblOKfVpJ7pPcphT7tGKf5SS3KcU+rST3SW5Tin1aSe6T3KYU+7R6UPuq5eKcRERERERERFQ18K0iRERERERERCQWJy6IiIiIiIiISCxOXBARERERERGRWJy4ICIiIiIiIiKxqt3ExfXr15Gfn693RrEyMzP1TqjSIiIiEB0drXdGiS5cuIDs7Gy9M4iIiIiIiKqUajNxER8fjz59+uDpp5/G8OHDceXKFb2TzE6fPo3HHnsMo0ePxrPPPos//vijMh8c2LgROHKk8h6znF24cAF+fn4IDAzE4cOH9c65y++//w4/Pz88/fTTGDBgAA4ePKh30l2kTuYBgPQLH1XqeLXApUuXRDfevn3b/Hdpxzo+Ph4nT57UO6NEiYmJOHv2rLj9BhS8ri1duhQ5OTl6pxQrMjISwcHBiI2N1TulWKdPn8b+/ftx9epVABwbZSF5XAAcG1pJHhuSxwXAsaGV5LEheVwA5Tg2yuNarNJlZGSov/zlL2rChAnq5MmTytfXVz355JPq5MmTeqepf/3rX6px48Zq5syZ6vjx46pTp05q2LBhKjc3t2IfOCdHqYkTlXJ0VCowUKm6dZVauFCp7OyKfdwKEBQUpMaMGaN3RrEuXbqkOnfurKZOnapu3LihnnrqKTV06FCVnp6ud5pSqmBsTJw4UU2cOFF9++23KisrSymlVH5+vs5lBW3Tpk1Ts2fPVt999526ceOGUkpGm0loaKiqVauWOn78uN4pd8nMzFQjRoxQ7dq1U7t371Z5eXl6JxWRkZGhXnrpJTVixAj1/vvvq9TUVKWUjON7+/Zt9dxzz6mHHnpI+fj4qMDAQHXixAmllBKxHzMzM1VgYKDy9PRUvXv3VkFBQSo2NlYpJWP/ZWdnq4CAAGUwGNQPP/ygd04ReXl5asqUKapWrVpqzpw56ty5cxX/elsGt27dUqNGjVIuLi6qT58+qlu3burQoUNKKRlfe5LHhvRxoRTHhhaSx4bkcaEUx4ZWkseG5HGhVPmPjWpxxsW5c+eQk5ODadOmoXXr1ti4cSNq1qwpYlYvISEBb7/9NkJCQtCpUyds2rQJ//nPfyr+jJD584FTp4Dffwc+/xz417+AZcuAKvZ2lStXriA6OhpBQUEAgA0bNmD9+vU4d+6cvmH/ExUVBRsbG0ydOhX29vZYunQp9u3bh9zcXL3TkJiYiO7duyM5ORkGgwGzZ8/G5MmTAQAGg0HXtnXr1sHT0xPJyclIS0vDvHnzsGjRIhFthZ06dQrZ2dlYuXIl8vLy9M4xy87OxtChQ5GVlYU9e/agb9++sLKS8999VFQUfHx8cPPmTfTs2RMbN27ElClTAMg4vt9//z0SExNx/vx5fPLJJzAYDBg2bBgA6L4fExMT8fTTTyM7OxtxcXGYO3cusrOz8e677wKQsf9q1qyJFi1aoGXLlpg+fbqot0GeOnUKx44dw5EjRzB//nw0bdoU1tbWemeZhYaG4tKlS7hy5QrWr1+Pjh07YvHixQD0/9oD5I6NqjAuAI4NLSSPDanjAuDYKA+Sx8bq1avFjgug/MeG/s+oElhbWyMmJgYGgwGLFy/Ghg0bMHDgQKSmpmL79u26tk2cOBFPP/00gIJTpm1sbNCtWzfcvHmz/B+s8GSIvz/wyiuAkxNw+zYwYgTg4gJERZX/41ag7OxsJCUloUaNGhgyZAjeeecdrF+/HgEBAdi7d6/eeWjQoAGOHj2K48ePAwBiY2Ph6+uLyMhIpKam6tp25MgRODg4YPPmzfjggw/w8ccf48svv8S///1vXbvOnTuHAwcO4IMPPsC6deuwfPlyBAYG4tixY0hLS9O1DSg4/c40SdG0aVOEhoYiLCwMO3fu1LnsT5GRkUhMTER4eDjq16+Po0eP4uLFi+Y1VvR+a9CBAwfQtGlThIWF4bXXXsO0adOQlJSE9PR03ZoyMzPNp1YeOXIEWVlZsLe3R926dbFw4ULk5+dj1qxZAPQ5BdP0TZxSCo8++ihCQ0Nha2uL/v37o127drCxsQGgz7Et/A1mXl4e0tPTce7cOfz000+Ij49HaGhopTcVVrgvIiIC58+fR+vWrREeHo5hw4Zh+fLlOHDgAAD9jq3puEVHR5u/mWvWrBnatGmD9u3bm7fVoy81NdU82X706FFRY8P0OqqUwoABA7B69Wox48LUZ3rs/Px8cWMjNTXV/Hq2Z88ecWMjNTXV/AvGEydOiBobv/76K86ePWv++40bN8SMCwA4fPgwEhMTUaNGDfTv31/UawZQsM9+//13AEBubi4yMjJEjY3Cfbt370ZSUpKYsfHrr7/izJkzAApeM0yTKBLGBQB8++235rfuHzt2rFzHRrWYuPD29kbbtm3x4YcfolevXtixYwf8/f3h4uKC7777rsh7rCtb48aN4eLigvz8fNjZ2eHKlSswGAzw8PAovwfJywPmzAE6dwbOny+4zd8f+N+ECezsCm63swNaty6/x60EzZo1Q+vWrTFp0iS0bNkSUVFR2LFjB/z8/PDJJ5/oPmPbqVMnLF26FFu2bEHbtm0xbNgwtG3bFi+//DJef/31Sv1BLTExEREREeZ/16pVC9nZ2UhISMCGDRtw/vx5rFixAlOmTKn0M0ISExOxe/duAICjoyMGDRqEQYMGIS8vDzY2NrC3t0d6ejocHR0rtatwn2nfKaXMLxJbt26Fr68vpk6dimnTpul21sWdx7ZGjRrIzs7GiRMnMHToUAwZMgSjRo3CM888A6DyZ+EL9+Xn58NgMOCPP/5AfHw8gIJ1atq2bQtbW9tK7QKKrjEUGBiIlJQUPPzww3B3d0dERAQWLVqEjz/+GKtWrcJ7772HtLS0Sv0Nlanvueeew+jRo1GzZk0EBgbCycnJ/A29lZUVLl26ZP57ZbeZ1mdKSUmBlZUV6tatixs3biA7OxsLFy7EwoULARQsjl2ZZzkW7hs5ciSuXr0Kd3d3tGrVCnPnzsWcOXPQoUMHHDx4EIMHD0Zqaqoux3bUqFEYNWoUrly5go4dOyI3Nxfh4eFITEzEp59+irNnz+Ldd99FTk5Opfc9+uijGD16NEaMGIHz58/D09NTxNgwtT333HMYMWIEAODZZ5+Fs7Oz+fVLr3FRuG/06NEYPnw4zp8/D4PBIGpsFO5LSkqCm5ubqLHx6KOPYtSoUXj22WeRmJiIDh06iBkb3377LXr06IElS5YAAFq1agVXV1fdx0XhPl9fX7zzzjto2LAhxowZAycnJxFjw9TXo0cPvPPOOwAAGxsb1KlTB9nZ2bqPjeL6PDw88PDDD+Ptt9/WfWyY2kxnzHTu3Bk3b97EN998o/u4OH36NPr27YvRo0fj+vXrAAr2XZMmTcptbFSLiQsAeOutt/DRRx+hSZMm+OWXX9CsWTMYjUbs3r1bl2+W72T6j2PPnj1o3bp1+X6hWVkBcXHAxYvAmjVFP2aaaT13DqhfH6hV68/bqohp06bh5MmTSElJQX5+PmxtbTFo0CCcPHlSxFtGXn/9dbzyyivw9vbGhQsXsHjxYqxZswaxsbH45ZdfKvzxlVJYsGABWrZsiUmTJuH8/yav8vPz0axZM+zatQtRUVFYuXIlhg0bBoPBgFWrVpm3qay2yZMnIzExEfXq1cMTTzwBBwcH87ioU6cOWrRoUSlNJfVNmjQJSUlJsLKyMk92tm/fHllZWVi8eDESExOxcuVKrFq1CqdOndKlz3Rs09PT0bFjR6xYsQKenp5ISEjAokWLcOTIESxYsABA5ezHO/sSExNhZWUFHx8f9OnTB6+88goCAgIwdepUnD17Fj4+Pnj//ffNn1vRVq9eDaPRCB8fH8ydOxcxMTGYNWsWGjZsiMzMTMTGxqJLly7w9vaG0WhE27ZtsWzZMl36goODERUVhVdffRWNGjWCUsr8G7Po6Gg8+eST5s/TY9/997//xaRJk5CXl4fk5GRcvXoV9evXxyuvvAJHR0d4enri6aefRnJycoW3Fdd38uRJTJ8+HTVr1kRubi5++OEHhIaGYs6cOfjyyy/Rtm1bvPHGGwAqZ2wU7nv77bcRHR2N6dOnIyAgABMnTsSnn36Khx9+GAMGDMCgQYOwbt0681siK6NvyZIl6NOnDzp27Ih169YhJiYGCxYsQOPGjZGenq7r2Cjctn79ekRFRWHGjBlwdXVFfn6+eWJZj3FxZ9+6detw8uRJTJs2DcCfiyXrOTaK65s3bx4cHByQk5Oj+9go3PfZZ58hOjoa8+fPx4gRI/DKK69g7dq1uo4NoOA1tmfPnrhw4QJ2796NDh06ICsrS/fXjDv7EhMTsWXLFjRo0EDE2Liz79KlS9iyZQuAgrGRkpKi69i4s+/ChQv48ccf4eHhgby8POzatUvXsVG4LSkpCbt27cL48eMxadIkrFmzRvfXjHbt2qFTp064evUq+vfvD6DgzOTyHBvVZuJiwIAB+Nvf/oahQ4eaZxx9fHxQt25dEVcYMf2mNjIyEgMHDgQArFq1Cm+88QZu3Lih5Y4Bg6HgbIv33wdCQoDClww1fTEfOgS4ugL16hVMdBw7Bvxvtkw6f39/BAQE4JdffjG/lcDPz0/Uirr79u3Dr7/+CmdnZwBA7969cfPmzUo5gyAyMhLx8fEIDg5Ghw4dzD8Y9uvXD7a2tjhz5gz69++PPXv2oF69epg0aRK2bt0KoOJn4u9sW7lyJYCC91wWPn47d+5E06ZNK6XpXn3Lly8HANjZ2QEAfv75Z9jY2MBgMOCvf/0r/v73vyM8PBzu7u669JmOba9evWBra4t169ahbdu2MBgM6N69O9577z2sXLkS+fn5lbIfS9p/3bt3xwcffIChQ4ciNTXV/La9OXPmYPr06ZX2W4I71xjavHkz1q1bB19fX3h6euLw4cPo3r07goKCkJ+fDz8/P1y6dEnXvq+//tq8Lo1pjKSkpKBz587mz6uMyy4Xtz7T119/jStXrqBRo0Zwd3dHUlIS1qxZg6SkJCQlJWHGjBmVNjaK23fr169H165d0alTJxw+fBinT582bz9+/HgcOnQImZmZlTI27uz7+uuvsX79ety+fRtDhgxBt27dMGPGDLz77rsYMWIEli1bhm3btiEtLa1S+mrVqoXt27dj6dKlcHZ2RocOHfDbb7+hf//+aN68OY4cOYKuXbvqMjaKazOdsm9lZWV+fD3GRXF97du3x9mzZ2EwGODq6oqmTZsiMTFRt7FRXF90dDT69u0LHx8f/Prrr4iLizNvX9ljo7jjGxUVBScnJwQEBKB79+6YPn26LmPD9H/ujRs34OLignbt2iE0NBRt2rRBy5Yt8csvv+j6mlFc35dffomMjAxYWVmZf/7Ra2zc2de2bVt8+eWXuH79OlxdXdG4cWNdXzeK239r1qxBq1at0LVrVxw6dEi3140729q3b481a9bg+vXrCAgIQOfOnTFz5kzdXjPi4uLQr18/85kgO3bsQExMDPr06QNPT08cPXq0XF4zqs3EhZ2dHdasWYOMjAw88cQTWLp0KYYMGQJfX1+4uLjonQdra2vk5uaa12zo06cPFi1ahMcffxy1atUq/R393/8Bhd9rb1o85uuvgeefB/r3B2bM+PPj//uNHf77X+CFF4CTJwFPT2DWrIJJjyqgZs2a+PDDD80LEoaEhKBLly7w8vIy/7Crt8ceewzXrl3D7NmzsXXrVnTr1g1NmjRB8+bNK/yx27Rpg8mTJ2Py5MkwGo04ePAgfv75Z9SoUQOBgYH49ddfERMTY/7tbW5uLtzc3KCUqvBZ2jvbDhw4YD4LxfSWguzsbBw4cABjx44FAPzwww/47LPPKrSrNH3Z2dno0aMHduzYgWbNmiE6OhoeHh5o27Yt7O3tdekzHVs7OzuMGzcOzZs3x7Fjx8zbN2rUCO3btzdfLkuPPtP+y8nJwdmzZ9GoUSM4ODgAKHhrVbt27SrtTKk71xiytbVFx44dYTAYMGHCBFy5cgVr167F5cuXYW1tjUuXLsHb27vSztK73xpIVlZWuHz5MrKystCxY0fs2bMHLVq0ME8Q6dGWk5ODc+fOISoqCr6+vggJCcGvv/6Kv/71rwgODsatW7cqvK24PtOxBYCxY8fCaDTim2++Mf/iwnRqeu3atXXr69atG27duoW0tDTzukimX2ocP34cQ4cORZ06dSql76WXXkLXrl1x8uRJtGvXDrt370avXr2wd+9ePPHEE7h27RrWrVuny9i4s+3HH3+E0WjEli1bzP93JCcnIzMzs9LHxb36wsPDsX//fpw8eRK9evXCwoULdRkbJR3biIgI9OvXD/3798f27dtx+fJlAJU/Norr8/f3x5YtW/Dbb78hOjoaBoNBl7Fh+gErOzsbzz77LIxGIy5duoRvv/0WK1asQGpqKtauXYvk5GRdXjPu7PPz88Mff/yB//znPwAAW1tbXcdGSX3ffPMNAOC///0vfH19dRsbJR3fHTt24J133kG/fv3wzTff6DI2Stp3pl80xsTEQCllnpyq7NeMGTNm4ObNmxg3bhxat26NGTNmYPjw4Rg2bBh69OhRfq8ZZb4OSRV34sQJ9fHHH6vBgwerZcuW6Z1TxG+//aYMBoNq1KiRWrJkSdk+OSVFqSFDlKpTR6nPPvvz9rw8pW7eVOr555W6ckWpxESlDAal1q9XatUqpS5cUOraNaV8fJRq0qTg8qjvvVe+T6yS/Pbbb+q9995TgwYNUu8JfA6bN29Wo0ePVr6+vrp97cXGxqqgoCD1zDPPmG+bO3eu6tOnj3rzzTfV77//rnr16qWCg4N1axs5cqT5tvz8fHXx4kUVGBhV+RmuAAAO/UlEQVSoYmNj1eOPP64eeughtX79ehF9PXv2VLVr11YrV65USil1+PBh5ebmplJSUnTru/PYdunSRb3xxhvq7Nmzql+/fmrcuHGV3la4r/D+e+2119Tw4cPVt99+q9LS0lS/fv1UYGCgun37dqW2mS7JdejQIeXr62u+zNmOHTuUn5+f8vHxUX5+fqpJkybq4MGDldp2Z1/Pnj2LXL7us88+Ux06dFCDBw9W9evXV6tWrdK1zbTvZs+erVavXm3e7sKFC+qLL76o1LY7+wof22+++Ub5+vqqDh06KH9/f9W4cWO1a9cuXft69uxp/vc//vEP5evrq4KCgtTgwYNV48aN1bffflvpfQcPHlRbtmxRSimVmpqqBg8erN588021cuVKNWDAANWpUyfdxsadbU899ZQaP368SkxMVF999ZVq3769buOiuL7Bgwer2bNnqxEjRqjPP//cvJ1eY6OkY/vee+8po9Go2rdvr+vYKK5v2rRpKigoSBmNRjVmzJhKHxum/3vnzJmjZs2apZRSatGiRcpoNKpHH31Uvfrqq2rgwIG6vWYU17d48WLl7++vevTooSIiItSmTZt0e80oqc9oNKpBgwaprl276jo27nd8J0yYoPz9/XV53bjXvhswYIDq3bu3MhqN6vnnn9ftNSMkJER5e3urtWvXKqWUOn36tBo4cKCaNWuWWrt2rerbt6/msVHtJi5MpFy3uLDbt2+rZcuWqezs7LJ9YliYUg4OSj37rFLFPa+cHKVatFAqM7Pg3507F0xevPxywb8zMpRydVXq1VeVquQfGCqCxGNrkpeXp/u1n7/66ivVu3dvtW7dOqVUwdfdli1blL+/v2rZsqV66aWXdG8r/MK1c+dOZTAYlL29vZo0aZJubUr92Wf6T7nwBIWE62XfeWyzs7PVF198of7yl7+oli1bqgkTJojqO3v2rBo/frzq3r27cnd3VxMnTtS1b/HixWrs2LFFbvvjjz/U119/rVasWKFT1Z+K61u4cKGqWbOm+vvf/65TVYHi2kxu3rxZyTV3K67v8uXLauPGjWr58uU6Vf3pzr6srCy1e/duNXv2bDV//nwdywqY/n/btm2batGihTp+/Lj6448/1KZNm8wTt3q37dixQzVr1kxFRkaqhQsXKjs7O93HhVJ/9oWHhysvLy917Ngx88du3bqlV5ZZ4WPbsmVLdezYMXX58mX1+eefi/h/z9T3zTffqLZt26r9+/er3bt3q5kzZ+o2Nt566y0VERGhlFJq8ODBymAwqC5duiillLp69aru4+LOPhsbG9W+fXullFILFizQfWwUt/+6detWZBs9x8a9jm9ycrKuY6O4tp49eyqllPrxxx91HRe3bt1Shw8fVkr9OW7//e9/qzZt2qjMzMxyec2wqZgTRuSTct3iwmxtbc2LvJTJ2bNA+/YFa1gYDMDu3QWXOXV3L7jEaVYW8MgjwKJFwMcfA82bF6xl4eNT8Pm1awOxsUDduuX7hHQi8dia6HlNZaUUDAYD/vKXv+DgwYPYvHkzRo8ejZ07d6Jjx46IiIjA9evXUa9ePd3bvvrqKwQGBuKHH35AREQEXn/9dUyZMqXS3ud4v77//Oc/CAoKwi+//AJvb2+0bNlS16+7ko7t7t270aNHDwwbNgyZmZm6HNt79Z05cwZTpkyBo6MjrK2t0aBBA1368vLyYG1tjcjISAwZMgQA8PHHH+PUqVMIDg4236aX4vo++ugjXL16FZ07d0ZCQgIaNmwopm3VqlU4ffo0pk+fjoYNG6JGjRq6tJXUZzq28+bNw8iRI3VrK6nvo48+wpkzZxASEoK+ffvq2mdiWhfn4YcfRn5+PmrUqAFnZ2cEBATonWZu8/DwgJWVFRo0aIDHH38cY8eORaNGjfTOM/e1aNECubm5Rd5KaFovSU+Fj21eXh5q1qyJBg0aIDAwUO80AH/2NW/e3Pz+fm9vb/j7++v2upuXl4dRo0bh1q1b8PLywsyZM/HTTz/h4MGD8PX11X1c3Nk3bdo07N+/H7GxsRg8eDBeeOEFXcdGcfvv559/xqFDh9CjRw8A+o6N+x1fPcdGcW379+/HoUOH0K9fP/Tt21e3cWFnZ4euXbuaO62srODu7g57e3tkZmaiYcOGmsdGtZ24eCDk5xcspPn668Dhw8DUqcCJEwWLajZsCKSmAmFhQJcuwJ49wK1bwKpVwIgRwD//CaxdCzz3XMGVRB6QSQsqmWkxv8aNG2P06NEYNWoUbGxs8PDDD2Pbtm0AoNsPtsW1WVlZoX379tiwYQPatWunS9e9+mxsbNCiRQuEh4ebt5HW9/DDD2P79u2wtrbW7diW1GdtbY3mzZtj+/btcHV11a0NKH6NoXPnzuHTTz/V7RK89+tLSEhAWFgY+vXrJ67NtO/0mky5X59pYUQ9x0Rp+iprrZz7ycrKgpWVFX777TeMHTsW/v7+5XvJdg2Ka3NyctL9/xSTO/uMRiOaNWumd5aZ5GML3N3Xt29f89pler7mduvWDQcPHsTrr7+OQYMGmS/tbVqAXW/F9ZmuKuLt7a13Xon7z8nJSeeyApKPb0ltpu9V9P7lrcFgwO3bt2FnZ4fjx49jwoQJeOKJJ8rv+wENZ4SQBKbT08PClGrZUql33y349+XLSo0YodTIkUplZSkVH69bIsmSlZWlevXqperUqaP++c9/6p1ThOQ2pdinleQ+TWsMVQLJfZLblGKfFnl5eSoiIkIZjUbl6uqqli5dqneSmeQ2pdinleS+O9dhkvYWZfZpI7lPcpvJiRMn1COPPKKcnJzUu6afS8uJdXBwcHD5TIGQbgwGoFMnoGtXYPjwgtscHICmTYGlS4GRIwHTDH9ubsFZGkoVfB5VO7/++isyMjLw3XffwdfXV++cIiS3AezTSnKfs7MzHB0dsWHDBvj5+emdcxfJfZLbAPZpYTAY4OLigvr16+Ojjz7CI488oneSmeQ2gH1aSe6z/t8V+0ynw+v9W+47sU8byX2S20weeugh1KxZE6GhoeU+bg1K/e/CsCRTamrBehSlWRvBNBmRkwPY2gIJCcCTTwKbNgGtWlV4KlUN6n/rDUgkuQ1gn1bS+4iIiIhIJq5xIdXp08DEiUCNGgV/li8H3Nzu/TkGQ8EZFdbWwLlzwOjRBWdhPPxw5TRTlSD5B0fJbQD7tJLeR0REREQy6XeJAyrZkiVAnz5Ax47AunXAyZMFC2/m5xf8McnLu/tzL14Enn664CojvXoBa9YANpyfIiIiIiIioqqJP9FKVKsWsH17wdkSQMEkxNmzd79d5H/vcyqiadOCK4WEhhZcCpWIiIiIiIioCuMaFxKZ1qg4ebJgsc1Ll4AXXgB69iy4tOn/LgWFa9cK3k7i5we8/HLB20R4dgURERERERE9QDhxIdmhQwWTFk89BaSlAc8/DzRoAMyYAXh6AomJQEAAkJlZMMlBRERERERE9IDhxEVVkJ9f8DaRb78tOMPiP/8BfHwKPhYbC3h769tHREREREREVEG4OGdVYFqQ08OjYF2LWrX+/BgnLYiIiIiIiOgBxokL6bKyCta8OHoUGDkSMBr/XOOCiIiIiIiI6AHHiQvJ8vOBw4eBxx8HBg0CRo0quFqIvb3eZURERERERESVgmtcSJeZCezaBTzxBFCjht41RERERERERJWKExdEREREREREJBbfKkJEREREREREYnHigoiIiIiIiIjE4sQFEREREREREYnFiQsiIiIiIiIiEosTF0REREREREQkFicuiIiIiIiIiEgsTlwQERERERERkVicuCAiIiIiIiIisThxQUT0/+3dTSisbxzG8Ws63so0jWTjJSykTN5LisXEho1YkJU1SRmaSVKIxkrZsbAYFrKUEimyUBqlMUXYTNSwUN7yEo3Mf3FqSqfT/8SDh76f1XM3T7/7Wl/d89wAAAAATIviAgAAfCvHx8eyWCyyWq0aHBw0bG55ebmSkpJUUlJi2EwAAPB+FBcAAMBQZWVlWlhY+PB9wuGwhoeHDZu3s7Ojqakpw+YBAABjUFwAAADDRCIR7e/vq6io6KujAACAH4LiAgAAGOL09FQ2m02RSERFRUWyWq0KBoOftr/T6dTExERs3djYqKGhodj68vJSDQ0NstvtSk1NVU1NjV5eXj4tHwAAeJu4rw4AAAB+hoyMDE1PT2tyclKbm5tfHecP4+Pjur+/19nZmX79+qX19XVZLJavjgUAAP4HJy4AAIBhAoGASktLY+vR0VEtLS399X2/36+9vb3PiCaLxaLr62uFQiElJiaqvr6e4gIAgG+A4gIAABgmEAi8upUjGAyquLj4r+/Pzc3p4eHhM6LJ4/HI6XSqublZaWlp6u7u5q8iAAB8AxQXAADAMMFg8NWJi3A4rMzMTEnS2NiYamtrlZeXJ5/Pp5WVFfl8Pnk8Hnm9XkP2f3p6ij3f3Ny8+s1ms2l8fFwHBwfa2NjQzMyMVlZWDNkXAAB8HIoLAABgiEgkoqurq9j67u5OVqs1tu7q6tLa2poCgYBmZ2dVV1cnh8OhjY0N9ff3G5JhcXFR9/f32t3d1dbWlm5vbxWJRCRJy8vLOjo6UjQaVVxcnF5eXmSz2QzZFwAAfBw+zgkAAAwRHx8vl8ulmpoaPT8/a3V1VYWFhZJ+3+jhdrsVCoX09PSk3NxchcNhZWVlGZohPT1d+fn5stvt8nq9GhkZUVNTk6qrqxUKhdTZ2anz83OlpKSor69P1dXVhu4PAACMZ4lGo9GvDgEAAH6eyclJJScnq62tTT09PaqsrFRLS4u8Xq8SEhLkcDjk9/tfXVn6L05OTpSfn6+kpCS5XC4NDg5K+n0dant7u1pbW9+Ut6KiQgcHByooKJDf73/TDAAAYDxOXAAAgA8RDAbV0dEhSaqqqtLAwIAWFxd1cXGh3t5e5eTkyO126/DwUPPz8/88Nzs7W4+Pj4bn3d7eNnwmAAB4P05cAACAH+G9Jy4AAIA5UVwAAAAAAADT4lYRAAAAAABgWhQXAAAAAADAtCguAAAAAACAaVFcAAAAAAAA06K4AAAAAAAApkVxAQAAAAAATIviAgAAAAAAmBbFBQAAAAAAMC2KCwAAAAAAYFoUFwAAAAAAwLT+A/gwGYwDYFU9AAAAAElFTkSuQmCC\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3Xl8TPf++PHXZF9GFgQJIbEFpdTWL7UE5aKKIrUTtZRWb7V0sbWh6BK92lJ6ryJqKaW1xO2CEm26+FFVilBLxFJZGkkkkcky5/eHR+aKbJOZJPPRvJ+PRx635myvc2bqdj45i07TNA0hhBBCCCGEEEIIBdnZOkAIIYQQQgghhBCiODJwIYQQQgghhBBCCGXJwIUQQgghhBBCCCGUJQMXQgghhBBCCCGEUJYMXAghhBBCCCGEEEJZMnAhhBBCCCGEEEIIZcnAhRBCCCGEEEIIIZQlAxdCCCGEEEIIIYRQlgxcCCGEEEIIIYQQQlkycCGEEEIIIYQQQghlycCFEEIIIYQQQgghlCUDF0IIIYQQQgghhFCWg60DbEGn09k6QQghhBBCCCGEqHI0TSvzMlVy4AIsO1iVJSYmhmbNmpXvSq9dw9ClC87R0VC3rlWrqpC+cqRyn8ptIH3WUrlP5TaQPmtJn+VUbgPps1Zl9RkMBm7cuIG/vz92dqWf0Hz79m3i4+OpX7++WfPbgtFoVLYNpM8aKreB9FmrsvtycnK4fv06vr6+ODk5lTq/pScRqHvEq7CzZ89WyHpzsrPLZT0V1VdeVO5TuQ2kz1oq96ncBtJnLemznMptIH3WUrlPp9Mp/eVHCCHMYW9vXynbqVJ/W0ZERBAcHGzrDCGEEEIIIYQQQpipSg1chIaGEhUVZesMIYQQQgghhBBCmKlKDVwIIYQQQgghhBDi/iIDF0IIIYQQQgghhFCWDFwIIYQQQgghhFBSWFgYjz32GH379uXhhx9m27ZtxMfH061bN3r06MGIESPIzc3lyJEjTJ48Gbhzi4CjR4/auFyUJxm4UFBQUFCFrNfRjMfTmKOi+sqLyn0qt4H0WUvlPpXbQPqsJX2WU7kNpM9aqveJwsLCwggNDbXJtoODg3FxcUGv16PX6wt0XL16leDgYNzc3GjXrh2nTp2ySWNRLG3btWsXnTt3xtnZudAxP3r0KB06dMDDw4NWrVpx8OBBAM6dO0fbtm0JDAwkMjLS4uaEhAQeeOABsu956mFYWBgTJkwoNP8777yDTqfj4MGDREVF4enpyd69ezl48CBeXl789NNPdOjQAV9fX2bMmEGDBg1o3769xX35evfujY+PD97e3vTq1avAk4qio6N56KGH0Ov1tGvXjuPHjwN3Hg86duxY6tSpg7e3N4899hhxcXGm5Ur6nJWmuG3C/95PV1fXcv13qHPnzkp83mXgQkEV9bxx53IauFD5ee2gdp/KbSB91lK5T+U2kD5rSZ/lVG4D6bOWyn06nc7WCSVS/VGtFdX30UcfkZ6eTnp6OhEREabXp0yZQosWLfjrr78YOnQoI0eOtElfUSxt8/T0ZNasWUyZMqXQPOPHj2fo0KGkpKTwyiuv8OSTT2I0GgkLC2P58uUcPnyYN954w+Lmt956i4kTJ+JUxPeTov7dcHd3p3bt2ri5uZGZmUlKSgqjRo2iR48efP3116SlpQEwbdo0Vq1axbRp0yxuu9vbb7/NtWvXSE5OZvjw4YwZMwY7OzuysrIICQlh5syZpKSkMGTIEEJCQtA0jby8PIKCgjh27BiJiYk0a9as0EBCcZ+zkpS0TSj5/bTGiy++yOuvv16u67SE2n8jCSGEEEIIIf72fvrpJ/R6PUuWLGHTpk2m30anpqaWy/o/+OADZs6cyfnz58u8bFpaGnv37mXOnDm4uroyc+ZMLl68yOnTpwEICAgo8ORCnU5HbGys6c9//PEHXbt2xcPDAz8/P5YuXVpoG9euXaNZs2bs2LGjXNtKEhwczJAhQ6hRo0ahaXFxcQwePBg7OzuGDh1KUlISf/31F5qmFTkok5SUZHazwWDgk08+YdSoUabXyvL+a5rGpk2b6N27NwcPHqRLly6mL+8vvfQS//73v5k1a1ah5Sw5xm3btsXJyQmj0UheXh5nzpwB4OzZsxgMBsaMGYODgwOzZs3i4sWLnDx5EhcXF+bNm4efnx8ODg5MmDChXC5bKWmbUPL7WdJntLTP54ABAzhw4ADx8fFW74M1qtTARUREBMHBwbbOKFVMTEy5ri85OZkrV66QkZnJlStXiI2NLfInOTnZJn3lTeU+ldtA+qylcp/KbSB91pI+y6ncBtJnLZX78r9oqcpoNFbq9jp16kR6ejpz5sxh9OjRpt9Ge3p6lkvf4MGDsbe3p0uXLvTt25fIyMgi1/HSSy9Rs2ZN+vTpY7os4Pz587i7u+Pm5kZwcDCZmZk0bNiwwGUDJfW9/vrrPPTQQ6SkpHDq1Ck6depUaP6cnBzOnj1b5oEaa9uKM336dHbs2EFeXh7bt2+nQ4cO+Pj48Prrr/PMM8/QoUMH5s+fz7fffsuoUaPYunWr2c0///wzPj4+1KlTx/Ta3e//qFGjSn3/e/XqxapVq3j88cdJSUkB4NNPP6Vx48aEhobSqFEjtmzZUmAZS4/xgAEDcHFx4ZlnnmHq1KkYjcZCZ4VomoamaUUOjB05coTWrVsXeK2oz1lpzN1mWf9uKe3z6eLiQrt27di3b1+Z1lveqtTARWhoaIGRJlWZ++E1R3JyMgGBjfi/Tp24evUq/9epE4GBgUX+BAQ2Mmvwojz7KoLKfSq3gfRZS+U+ldtA+qwlfZZTuQ2kz1qq9wnzREdH83//938MGzas1HljY2PZu3dvodfr16/PO++8w5UrV5g4cSIffPABjRs3LvDlNjw83PQLvVatWjFo0CByc3PJyMigWrVqZGRkcOrUKTIyMvDw8CA9Pd3sfUhISCA+Ph5vb28eeeSRQtMDAgLQNK3M9yYoj7ai9O/fn9WrV+Ps7MyMGTP44IMPgDuXX/3yyy+8++67fPLJJ5w+fZqPP/6YZ5991ux1nzx5kqZNm5o9f1hYGAEBAaZLKiIiImjTpg0nTpwgMjKSPXv2MGDAAEaOHElYWBgACxYsYMSIEQXWY+kx3rNnD2lpaXz00Uf0798fuHP/HGdnZzZs2EB2djZvv/029vb2ZGZmFlg2Pj6e1157rcBlNcV9zkpj7jYtUdrns3nz5pw4ccLq7VijSg1cVEVpaWncSkuBTtPB3Qd6zIN+4YV/gmdzKy3FdH2YEEIIIYQQKujSpUuh354Xp7iBi3yOjo60bt2ahx56iIyMDK5du2aa1qFDB9zd3dHr9YSHh3P16lXOnTuHu7s76enp+Pv7k5iYSL169bh16xZ6vd6spvDwcJydnWnbti1BQUF88cUXZi1nDmvbipKSksKAAQP417/+hcFgYNeuXQwaNIjr169z5MgRQkJCyMrKYtmyZWzdupVmzZqxZ88es9efmppKtWrVLO6zBVdXVyZPnszo0aNJTk7G2dmZbdu28d577+Hn58eNGzdo2rQpHh4epmUyMzMZOHAgs2bNKnDWf3Gfs9KYs01LmPP5rFatmunMFltxsOnWReVx8QKdPbhVB1dvW9cIIYQQQghRiLk3tYyPj2f48OHY29tTu3ZtNm7cyOeff86bb77JX3/9xdGjR1m+fDmtWrUC7tzYcPv27axevZrLly8zZcoUTp48Sa1atYpcv06nM7U0btyY9PR0rl27Rt26dcnOzubChQsFnlpjMBgAuHXrVqF11a1bl/Xr16NpGqtXr+bpp59myJAhZTouxTGnrazOnTuHs7MzgwcPBu4MHNWvX58ffviBxx9/nM8//xyAOXPmMH36dHr16sXjjz/OgAEDzFq/l5dXkccJin7/o6OjmTVrFvXq1WP79u0lrjs2NpZz587Rp08fs1rKKj09nYsXL1KzZk26dOnCL7/8AsDNmzepW7cuDz74IAC5ubmEhITQpUsXnn/++WLXd/fnzBwlbbM0xX1Gzfl83rp1Cy8vL7M7K4KccSGEEEIIIYRQQp06dThz5gx5eXklzlfU4zCHDx/Oe++9x/Dhw4mKijINWsCdx2l+8sknvPjii1y4cIE5c+YUGLRISUnh66+/xmAwYDAYWLBgAb6+vqbfaPfp04c333yTrKws/vWvf9GwYUNatGhhWn7btm3k5uayevVq4M6Xynw7duzg+vXr6HQ67O3tizwb4tq1azRu3LjMZ2OY01bcuvPy8sjKyiI3N9f0z3l5eTRp0oTMzEwiIyPRNI2jR49y5swZmjVrhouLS4HlHR0dcXBwMOtSh3ytWrUq9jKuOnXqEBMTU+D9L68zbsp6jM+cOcNnn31GRkYGBoOBhQsX4ujoaHpaUUxMDAaDgZSUFJ577jm6d+9OQEAAAJMmTcLLy6vQjS5L+pyZ01nSNot7P/MV9xk15/N55swZswdIKooMXAghhBBCCCGU8OSTT+Lu7k7dunWpV69esZcxF/c4zOK8+uqr7N27l0GDBmFvb19oek5ODq+++io1atSgTp06/Pzzz+zevRsHhzsnqP/73//m5MmTeHt789lnn/Hpp58WWN5gMFCnTh2io6MZP348Tz/9tGna0aNHadeuHXq9nuXLl7N+/foit3/hwgWLLtsura24dW/YsAFXV1cWL17Mxo0bcXV1ZcOGDab1zJkzBw8PD0aMGMH7779fYCAI4LnnnmPx4sU0a9aMV155xezehx9+mKSkJP78889C08x9/+Pj4+nWrRs9evRgxIgR5ObmsnXrVmbMmMHWrVsJDg42PW2jtONQHDs7O95//33q1auHj48Pe/fuJTIy0vTFfseOHdSpUwd/f38MBgMbNmwA4PLly6xfv54dO3ZQrVo10xNS4uLiSv2cldZZ3Dbhf+/nkiVLCryf+e79jE6ePBko/fOZlZXFL7/8Qu/evc06bhVFLhURQgghhBBCKMHLy4sDBw4Uet3NzY2//vrL9OfNmzfTu3dvpk2bxpgxY0xPUnByciInJ6fQ8k5OTiVu18fHh+PHjxc73d/fn0OHDhU7fe7cuQW+JN795I7FixezePHiEreff+NIS5TWVty6Q0NDi71RZf/+/U03oixOvXr1OHbsWJla4c69GsaPH8+nn37Kiy++WGCal5cX+/fvL/XyifwzblxcXJg6darpjJvatWuzZ8+eIh85W9ZjHBQUxA8//FDo9fz3dvbs2cyePbvQ9AYNGpS4nZI+Z6V1FrdN+N/7aTQaizx+935G85X2+YyMjKRnz57Url27xO6KJmdcKMiaa9Iqg/RZTuU2kD5rqdynchtIn7Wkz3Iqt4H0WUv1PmG+WrVqUatWLbp168Yvv/xCz549Cz0OE+5chnD8+HHGjBlj1g0PhW288sorrFmzhuzsbIuWL+sZN8Jy//rXv0xPa7Gl+/6MC3d3dzp06ADcOQWsb9++Ni6yXv51U6qSPsup3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdyn0+lsnVCistwwsLJs3bq1wJ+LejxjtWrVSjz7oLKoePzyqdBWq1YtTp06VeS0ovruPeNm06ZNZTrjpjypcPxKUt59P/30U7muz1JqH3UzBAYGEhUVRVRU1N9i0EIIIYQQQghx/4iNjVV6kOzv4N4zbnr16iVn3JTB3+Ezet8PXFy5coVu3boxevToAqNw97OYmBhbJ5RI+iynchtIn7VU7lO5DaTPWtJnOZXbQPqspXKfpfczqCx336NBRdJnOZXboPi+rVu38t1339GuXTvatGnDiRMniIyMZM+ePaZHseafcbNx48YCT+qojD5VqN5nKZsPXKxYsYL27dsXeFZwvpycHKZPn0716tWpXr06zz33XKFH7Vy8eJHvvvuOXr16MXfu3MpMrzDFPR5IFdJnOZXbQPqspXKfym0gfdaSPsup3AbSZy3V+4QQQpjH5gMXfn5+zJs3z/Q4lrstWrSI6OhoTp06xalTp/j+++9ZsmRJgXlq1KgBwIgRI/j1118rpVkIIYQQQgghhKjqKuvsMZvfnHPIkCHAncfCXL16tcC0tWvXsmzZMnx9fYE7j3CZNWsWr732GgAZGRm4uLhgb2/PoUOHaNKkSeXGCyGEEEIIUUb29vZomkZiYiLOzs44Ojqabqinyk07i3ukoiqkz3Iqt4H0Waui+zRNM/3k5ORw+/ZtdDod9vb2FbZNUGDgojg3b97k6tWrtGnTxvRamzZtiIuLIzU1FU9PT2JiYpg0aRIeHh44Ozvz8ccfF7musLAwFixYUOC1Xbt2FTlvUFCQ6cYlMTExxZ5iWJHzlXdfWezdu7fIZ/RWZJ/qx0/mk/n+DvPlkz7pk77iSZ/0WTqfs7MzjRo1IiMjA51Oh6OjI87OzgAYDIYin3Lg4eFBTk4Ot27dIjc3t9TfWuYPaMh8Mp/MJ/OpMp+9vT0ODg5Uq1aN27dvA5j1958ldJoidwYKCwvj+PHj7Ny5E7hz08369euTmJhIzZo1AUhMTKRWrVpcuXKFevXqWbwtnU6n9A2Rdu3axaBBg8plXbGxsQQGBuLXYx4HjnxMz+4vc93Vu/CMGUnw1UtcunSJgICASuurCCr3qdwG0mctlftUbgPps5b0WU7lNpA+a1VWn8Fg4MaNG/j7+5v9m8709HT0ej3wvy8BKv336d19KpI+y6ncBtJnrcroyx/AsOQMMUu/iyt7xkX+wU5NTTUNXKSmpgJ37hZriYiICCIiIsqlTwghhBBCiPJgzZeAimJnZ6f06fDSZzmV20D6rKV6n6WU3SNvb2/q1avH8ePHTa8dP34cf39/PD09LVpnaGgoUVFR5VRYce4+rVZF0mc5ldtA+qylcp/KbSB91pI+y6ncBtJnLZX7HB0dbZ1QIumzjsp9KreB9FlL9T5L2XzgIjc3l6ysLHJzczEajWRlZZGdnQ3AhAkTWLx4MTdu3ODGjRssWbKESZMm2bi44llyb4rKJH2WU7kNpM9aKvep3AbSZy3ps5zKbSB91lK5L/8acFVJn3VU7lO5DaTPWqr3Wcrml4osWrSowI0zXV1d6d69O1FRUcyfP5+//vqL5s2bAzB69GjmzJlj8bbkUhEhhBBCCCGEEOL+oszNOSuT6jfnjImJKbffEFTEzTnLs68iqNynchtIn7VU7lO5DaTPWtJnOZXbQPqsVVl9ltycMyMjg9zcXLKzs01nHqukqj/y0Voq96ncBtJnrcro0+l06HQ6HBwccHZ2xs3NDQcH886J+NvdnLMi3C9nXJw9e1bp/wiQPsup3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdqXm5tLUlKS6bGB7u7upi8CqtA0Tamee0mf5VRuA+mzVmX0aZqG0Wg0PdI5LS0NPz+/Ch0wqVIDF6GhoYSGhir9QRNCCCGEEH9vOTk5aJqGr6+vsv9dKr9Vto7KfSq3gfRZq7L78vLyuHr1Krm5uTg5OVXYdtQ94kIIIYQQQvxNqXaGhRAqSUxM5K+//irXdaanp3Pjxg1yc3PLdb1VXWX9PValBi4iIiIIDg62dYYQQgghhBBCiGJ06NCB7t27l+s6ly5diq+vL8ePHy/X9YrKUaUGLkJDQ4mKirJ1hhBCCCGEEEIIUS5cXFxMZ3G9++67ts6pEFVq4EIIIYQQQgghhNpiY2P5/fffy3WdYWFhaJpG+/bty3W9KnjrrbeYOnWqrTMqlAxcKCgoKMjWCSWSPsup3AbSZy2V+1RuA+mzlvRZTuU2kD5rqd4nRFUTFhZGx44dadq0KT179mTMmDHUqFGDb775BoBZs2Zhb2+PTqejZcuWBZa9fPkyffr0Qa/X4+3tzaOPPorBYAAgJSWFoUOH4uXlhYeHB4888gjXr18H4PfffzedjaDT6Th69KhpnREREeh0OmbNmoWvry8BAQEFpi9evJiaNWvSsWNHRowYgU6nIzY2ttT9PHDgAK1bt8bFxQVfX19mzpxpmhYeHk6jRo1wcXHB39+f+fPnAxAVFYWLiwvDhg0jMDCQV155BW9vbxYsWABAcHAwer2euXPnotfr6dq1q2kfZ8yYwfDhw4vtWbZsGY0aNcLLy4tBgwaZlgP44IMPaNCgAS4uLjRp0oRNmzYVWDYpKYmYmBhSU1NL3e+KVKUGLu6Xe1yo+Niuu0mf5VRuA+mzlsp9KreB9FlL+iynchtIn7VU7lP9xpwqPzUBpM8atm47duwYbdq04eDBgyQnJ+Pi4sInn3wCwOOPP054eDje3t6Flps7dy4HDhxg2rRpTJs2jZSUFHJycoA796/44osvGD58ODNmzMDJyYmbN28C4OvrS3h4OL179y62affu3QwfPpzLly+zZMkSAH7++WfmzZuHn58fDz/8MJ999hlg3vEbN24cCQkJzJkzhyeffJKLFy+apn3zzTe0adOG2bNn4+/vz6JFi9i7dy8ABoMBOzs7rly5QmRkJC1atOA///mPadnMzEyio6MJCQkhOjqa2bNnF9r2vX+3bNq0iRdffJEWLVowffp0Dh06xKhRowA4f/48zz//PLVq1WL+/Pk88sgjnD9/vsDyK1asoHnz5uzYsaPU/a5I8jhUIYQQQgghhBCVws/Pj7feeott27Yxc+ZMIiIiiI+PB6B79+50796dFStWFFpO0zQcHR1p27Yt/fv3Nw0w5E8DePDBB3nyySdZuHChaVqNGjWYNWsW6enp7Nu3r8immTNn8vTTT7NlyxYuXboEwJdffgnARx99ROfOnTl9+jQHDhwwax81TcPDw4Nu3brRuXPnAo8J3bZtG3q9noSEBFq2bMmwYcP47bff6NChA3Dnso+ff/6ZoUOHEhAQwLRp0wqsd8uWLfj6+vLDDz+wf//+UlsiIiLw8PBg2bJlODg4kJyczKpVq7h69arpuPn5+TFw4EBatmyp7HdldYcCq7CYmBhbJ5RI+iynchtIn7VU7lO5DaTPWtJnOZXbQPqspXJf/hcGVRmNRlsnlEj6LGfrNjs7O9NZC/b29tjb25vOnIDi+9566y369u3LU089RY0aNRg2bBgZGRnAnUtMxo8fz5w5c6hduza9evXixo0bZjfVqFEDuHOTy/yW/MGUwMBAABo1alRi3902b95M9erV6dWrFzVq1OD1118HIDc3lxkzZuDm5ka9evUYNmwYcOdMinz5x6eoY+Pk5ISvry8AAQEBJCUlFdr2vX+3XL16lbS0NJo0aUJgYCCrVq0CIC4ujiZNmrBy5UrOnDnDgw8+iL+/Pzt37iywfP69QUJDQ0vd74okAxcKOnv2rK0TSiR9llO5DaTPWir3qdwG0mct6bOcym0gfdZSvU8IcYc5A3n16tVjx44dpKSk8N577/H555+zYcMGALy8vIiIiCA5OZkdO3Zw4MAB3nvvPauaatasCWA6A+PChQtmL9utWzd++uknkpKSeOKJJ1i4cCExMTHs27ePTz75hF69erF582bT/SvMHcjMzs423Z/i8uXLpkbAdFbH7du3CyxTt25dvL292bFjR4Gfpk2bomka06ZN49y5c1y8eJHq1asXusmnKve4qFKXigghhBBCCCGEUNPSpUvRNI20tDQMBgNLly7F09OTyZMnM23aNG7dukXz5s05fvw48L/7OSxatIhff/2VNm3acOXKlQLTvv76a37//Xd+/PFHADZu3EhUVFSJN7ME6Nu3L0uWLGHatGl069bN7MtEADp16kS7du2oW7cup0+fNvU4OjoCkJqayvnz59m2bVsZjs4dI0eOpGHDhpw7d45x48aZXg8MDESn07F27VocHR2pU6cOEyZMYMyYMXz77bdERETQsWNHEhIS2L9/P7///jvnz58nJCSE3r174+7uTkJCQqFLRVasWMGCBQtYt26dTc+6qFIDFxEREURERNg6QwghhBBCCCHEPV566aVCf27QoAGTJ0+mffv2vPvuu3zxxRe4uLgwatQo0xf31q1b8/nnn/PNN99gb29Pv379ePHFFwHYsmUL69evN63z/fffByj1sahdu3YlLCyM5cuX88MPPzBo0CB27dpl1s0527dvz65du0hISKBmzZosXryYoKAgmjZtyvTp09m4cSOxsbFMnz6defPmmX183N3d6dy5M8uXL6dr164F7vPh6+vLwoULWbZsGXPmzCEoKIgJEyYwfvx4UlJSWLVqFV9//TU1atSgT58+AHh7e+Pn58fatWu5desWjRo14p133jG7pzJVqYGLv9vNOZOTk0lLSytxnqtXr1ZSjRBCCCGEEEIULywsjLCwMOB/l0fc/dRHTdMwGo1FDg5MmjSJSZMmFbnegQMHMnDgwCKnlfbL67vPIrj3Uafz5s0z3Z9i6NChAPj4+BS7rnwrVqwo8gajOp2O5cuXs3z5ctNrc+fONf1z/jG5u+PesxzefPNN3nzzzSK3O2/ePObMmVPg+Ol0OmbMmMGMGTMKzV+jRg3++9//lrgvd79ntlSlBi7+TpKTkwkIbMSttBRbpwghhBBCCCHE306HDh0YMGAABoOByMhIOnTogKurq62zqiQZuLhPpaWl3Rm0CJ4NrtWLnzH5IhxeVXlhQgghhBBCCPE34OnpybJlywDo3LkzH374oY2Lqi4ZuFBQUFCQ+TO7Vgf3msVPz0y2PugeZeqzAZX7VG4D6bOWyn0qt4H0WUv6LKdyG0iftVTvE0Ko7eDBg4Ves9XjZKOiomyyXVVUqcehRkREFLiGSlXNmjWzdUKJpM9yKreB9FlL5T6V20D6rCV9llO5DaTPWir3qX7PNXNuQGhL0mc5ldtA+qylep+l/p57VYzQ0NAqP1IlhBBCCCGEEELcT6rUwMX9IiYmxtYJJZI+y6ncBtJnLZX7VG4D6bOW9FlO5TaQPmup3Jf/9ABV2ep0eHNJn+VUbgPps5bqfZaSgQsFnT171tYJJZI+y6ncBtJnLZX7VG4D6bOW9FlO5TaQPmup3ifE/aBfv35s2rTJ1hkW+f7779Hr9QV+dDodv/zyCwA//vgjPXr0wN3dvdAtBd5++20aN25MtWrVaNu2Ld99912Zt//yyy/z0UcfmT1/VFQUQUFBuLu788QTT3Dr1q1Sl8nJyWHs2LHUqVMHb288s01AAAAgAElEQVRvBgwYQFxcnGn6hQsX6NGjB56enjRu3JjPPvsMgNu3bzN48GDq1KnDggULilz3ypUrefXVV83ur0gycCGEEEIIIYQQokhfffUVo0ePtnWGRbp27Up6errpZ8eOHQQEBNC2bVsAXFxcmDJlCnPnzi20rJOTE7t27SI1NZX58+czaNAg0tLSzN52fHw8W7ZsYcKECWbNn5mZSUhICPPnzyc+Pp68vLwiu+6Vl5dHUFAQx44dIzExkWbNmhEaGmqa/s9//pPmzZuTnJzM2rVrGT9+PImJiWzYsIGOHTty+fJljhw5wvnz5wute+LEiWzcuJHExESz97uiyMCFEEIIIYQQQogC1qxZg16vx97enoiIiALTQkNDmTJlCp07d8bDw4PJkycXWn7cuHGMGzeukmrNs27dOsaOHWu6OW7btm0ZOXIkfn5+heZ94YUXeOCBB7Czs+OJJ57A3t6+yC/3xVm/fj0DBgzA2dnZrPkPHjyIl5cXY8aMQa/X8/LLL7Nly5ZSl3NxcWHevHn4+fnh4OBAaGgoR48eNU2Pi4tj4MCB2Nvb061bNzw8PIiNjUXTNNONPDVNM12+lpSUZFrW2dmZfv36sWHDBrP3u6LIwIUQQgghhBBCiAImTpxIeno6Xbt2LXL6N998w9atW/n999/ZsmULx44dKzA9Li6uwCULtpaamsrOnTsZO3ZsmZe9dOkSGRkZZXrE8ldffUX37t3Nnv/s2bO0aNGCQ4cOMWbMGFq0aEFiYiI3b94sU+uRI0do3bq16c/PPvsskZGR5OTkEBUVhaurKy1btmTs2LH8+OOP1K9fn44dO2I0GnnmmWd47bXXCtwnIzg4mC+//LJMDRXBwdYBQgghhBBCCCHuL4MGDcLf3x+AVq1ace7cOdMlGIByT3P89NNPadOmDU2aNCnTcnl5eTz99NPMmTMHd3d3s29+efLkSZo2bWr2djIyMqhWrRoJCQmcOnUKDw8PANLT0/H29jZrHfHx8YSFhRU4Q6JLly78+9//xtXVFScnJz799FNcXV0B2L17N4cPH2bVqlWsXbvWdObG3Zo3b86JEyfM3o+KUqXOuIiIiCh00xUhhBBCCCGEEGVTvXp10z87OTmRlZVlw5rSrVu3zqJLV55//nn0er1Z95u4W2pqKtWqVTN7fnd3d9LT0wkJCeHXX3813ZhTr9ebtXxmZiYDBw5k5syZpu+8RqORxx57jKeeeoqsrCyOHDnCs88+y7Fjx0hJSWHkyJEcOHCAZcuWER8fT9u2bQkLCyuw3mrVqpGSkmL2flSUKjVwERoaqtzIX1HKcgqSLUif5VRuA+mzlsp9KreB9FlL+iynchtIn7VU7xNCVI7Tp0/z22+/MXz48DItt2TJEo4fP87mzZtN94Mwl5eXl1lPBcnXtGlTTp8+bfrz6dOn8fHxMetsi9zcXEJCQujSpQv//Oc/Ta8nJSURFxfHxIkTcXBw4IEHHqBTp058++23eHp6sm7dOmbPns2RI0dwdXXl8uXLHD16lAsXLpjWcevWLby8vMzej4pSpQYu7hfNmjWzdUKJpM9yKreB9FlL5T6V20D6rCV9llO5DaTPWir35d8cUFVl/ZJW2aTPcpXVNnr0aIueRlIRfevWrWPAgAGFBgGMRiNZWVnk5OSY/jk3NxeAtWvXsnnzZiIjI3FxcSlzX6tWrcr0SOaePXty8+ZNNm/eTEZGBuHh4YUGWg4fPkzjxo05fPhwgdcnTZqEl5cXS5cuLdDn4+ODn58f69atw2g0cuHCBX744QdatGiBTqcz7VdeXh6Ojo7Y29tjb29PTk6OaR1nzpzhwQcfNHs/Koq6/0YJIYQQQgghhLCJ1q1bo9fr+f7775k6dSp6vZ4lS5aYvfy1a9e4du1aBRaaJy8vj40bNxZ5mch3332Hq6srU6ZM4fvvv8fV1ZVFixYB8MYbb/DHH3/g7++PXq9Hr9ezadMms7fbr18/Dh06ZPb8bm5ubNu2jbCwMHx8fABYvHhxgXlu377NhQsXuH37tum1y5cvs379enbs2EG1atVMrXFxceh0Or744gs2bNiAl5cXwcHBPPvsszz22GMF1tunTx/+/PNPfHx8aNq0aYFB36ioKPr372/2flQUnZb/3JMqRKfTofJux8TElPobgtjYWAIDA6FfOLjXLH7GxHNw6E38eszjwJGP6dn9Za67FnG6UUYSfPUSly5dIiAgwOo+W1K5T+U2kD5rqdynchtIn7Wkz3Iqt4H0Wauy+gwGAzdu3MDf39+s38bevn2bhIQEGjRoUOFtljIajUqfNSB9llO5Df4+fQkJCbRv354//vjD7EeilofyPH4Gg4FGjRrx66+/mgZTitrelStX8PX1xcnJqdR1WvpdXN1PRBVWllOKbEH6LKdyG0iftVTuU7kNpM9a0mc5ldtA+qylep8Q4u+rVq1ajBw5krVr19o6xWJr1qxh9OjRxQ5aVCZ5HKoQQgghhBBCCFHO3n77bVsnWOWZZ56xdYKJnHEhhBBCCCGEEEIIZf0tzriIjo6ma9euJCYmUrNmCfd7EKW6evVqqfOU5bE+QgghhBBCCCGENf4WZ1wsW7aM9u3b2zrj/padCTo7unbtSmBgYIk/U56eSnJysq2LhRBCCCGEEDYSFRVV6k39VRAdHc1DDz2EXq+nXbt2HD9+3DTtxx9/pEePHri7uxMcHFxguZycHCZOnEi1atWoX78+27dvL/O2X375ZT766COz54+KiiIoKAh3d3eeeOIJs39h3Lt3b3x8fPD29qZ3794F7u9jNBqZM2cOtWvXxsPDg8GDBwN3bhI8ePBg6tSpw4IFC4pc78qVK3n11VfN7q9I9/3ARWRkJF26dMHd3d3WKfe33CzQjBA8+86TSor7CZ7N7cwM0tLSbF0shBBCCCGEEMXKysoiJCSEmTNnkpKSwpAhQwgJCTE91cLFxYUpU6Ywd+7cQssuW7aMEydOEBcXR0REBBMmTOD69etmbzs+Pp4tW7YwYcIEs+bPzMwkJCSE+fPnEx8fT15eXpFdRXn77be5du0aycnJhISEMGbMGNO0d955h8jISKKjo0lJSeGNN94AYMOGDXTs2JHLly9z5MgRzp8/X2i9EydOZOPGjSQmJprVUZFsPnCxYsUK2rdvj7Ozs2n0J19OTg7Tp0+nevXqVK9eneeee47c3FzTdKPRyKpVq5g2bVplZ1eooKAg223ctfqdx6sW9+Na3XZtZrLp8SuFym0gfdZSuU/lNpA+a0mf5VRuA+mzlup9QtjaqVOn6NSpE56ennTq1IlTp06ZpgUHBxMREWH6c0BAAFFRUQB4eXnRr18/4uLi0Ov16PV69uzZU2Dd48aNY9y4cZWxG8U6e/YsBoOBMWPG4ODgwKxZs7h48SInT54EoG3btowcORI/P79Cy27bto0ZM2bg7e1Nz549efjhh9m5c6fZ216/fj0DBgww+1GoBw8exMvLizFjxqDX63n55ZfZsmWLWcu2bdsWJycnjEYjeXl5nDlzxjTto48+4p133qFJkybY2dnRqlUrADRNMz02VdM002BOUlKSaVlnZ2f69evHhg0bzOqoSDYfuPDz82PevHlMnjy50LRFixYRHR3NqVOnOHXqFN9//z1LliwxTd+8eTMDBw7ExcWlMpMrnMrPQ78fqHz8VG4D6bOWyn0qt4H0WUv6LKdyG0iftVTu0+l0tk4oUf4XGlVJn+Xu/rI6YsQIhg0bRlJSEkOGDGHEiBGmL7AlSUlJ4auvvqJ+/fqkp6eTnp7OgAEDCswTFxdHXFycxX3l4d5/z/K/oBd1dsG9zp49S4sWLRg5ciTR0dG0aNGCs2fPmt331Vdf0b17d7Nb87d36NAhxowZQ4sWLUhMTOTmzZtmLT9gwABcXFyYPn06U6dOBSA1NZXLly9z4sQJ6tatS+PGjVm9ejUAY8eO5ccff6R+/fp07NgRo9HIM888w2uvvYbRaDStNzg4mC+//NLs/agoNv83asiQIQwePLjIm2quXbuWefPm4evri6+vL3PnzmXNmjWm6SdPnmT79u307duXEydOMGrUqMpMF0IIIYQQQoj70sWLFzl//jz//Oc/cXR05Pnnn+ePP/4gNja2XNYfFRVlOkPDVoKCgnB2dmbDhg1kZ2fz9ttvY29vT2ZmZqnLZmRkUK1aNU6fPk18fDweHh6kp6ebve2TJ0/StGlTs+fP315CQgKnTp3Cw8MDwOxt7tmzh7S0ND766CP69+8PYLq8/6effuLs2bN88cUXzJo1i99++w03Nzd2797N7t27uXTpkum798qVKwsMzjRv3pwTJ06YvR8VRdmnity8eZOrV6/Spk0b02tt2rQhLi6O1NRUPD09CzwXNzg4mM2bNxe5rrCwsEI3HNm1a1eR8wYFBZlG52NiYgrc2KSy5ouOjuavv/4qdT5b2rt3L7Vr1y70+v10/GzRFxMTA2CT4yJ9VbsPMDVKn/RJ3//UqFGDLl26VPp2pe/v1efs7EyjRo3IyMhAp9Ph6OhoOj3cYDCQk5NTYD3Z2dlomobRaDR9Qbj7N5xFkflkvvKe78aNG1SvXh1HR0eMRiMODg5Ur16dP//8kwYNGpiWv/dzmr/Oe//XVvtR0nyOjo5s3bqVF154gRdeeIGQkBCaNm2KXq8vMO+9+2JnZ4e7uztpaWn8+uuvABw6dAh3d3ez9zc1NdU0vzn74ebmRnp6OiEhIQwdOtR0poWbm1uh5Ypbn7OzMxMnTsTf35+TJ0/i5uYGwLRp03Bzc6Nly5b06NGDQ4cO4e/vzzPPPMODDz7IsmXLeOGFF2jbti1PP/00r7/+ummd7u7upKSkFLsfRqMRTdPIzMwkOzu71L//LKYp4vXXX9cGDRpk+nNcXJwGaImJiabXEhISNEC7cuWKVdtSaLeLtHPnzlLnuXTpkgZo9AvXGLau+J/uszVA8+sxT4vR19H8HvtXifOVur5+4RqgXbp0qeIPhIXMOX62onKbpkmftVTuU7lN06TPWtJnOZXbNE36rFVZfVlZWVpsbKyWl5dn1vyZmZlabGxsBVdZx9x9sRXps1x+2/nz5zUXFxctOztb0zRNy87O1pydnbULFy5omqZp//jHP7TVq1eblvP29tYOHjxo+vOhQ4e0Bg0aVFhfRUhOTtZcXV0LfZdZt26d1r179wKvtWvXTtu0aZPpz48++qj24Ycfmt1Xs2ZN7dixY2a3RUZGak2aNDH9OTo6WvPx8TF7+Xw5OTmaXq/Xjhw5ommapnl5eWn79u0zTR88eLD2/vvva0ajUbt9+7amaZr2zTffaFOnTtWysrK0xx57TDt//rxp/l9++aXEjry8PC02NlYzGAxm9Vn6Xdzml4oUR6/XA3dGqvLl/3O1atUsWmdEREShx9wIIYQQQgghRFXTsGFDGjZsyAcffEBOTg7vvfcejRo1IjAwEIDGjRvz//7f/wPgwIEDhe61UKdOHeLj44t94sTo0aMZPXp0xe6EGWJiYjAYDKSkpPDcc8/RvXt302NcjUYjWVlZ5OTkmP45/2EQTz75JO+99x4pKSlERUVx+PDhQg+TKEmrVq2KPXurKD179uTmzZts3ryZjIwMwsPDGT58eIF5Dh8+TOPGjTl8+LDptTNnzvDZZ5+RkZGBwWDgjTfewNHR0XR22ODBg1m+fDmZmZmcPn2aAwcO0K1bN3Q6nelekXl5eTg6OmJvb4+9vX2BsyTOnDnDgw8+aPZ+VBRlBy68vb2pV69egefsHj9+HH9/fzw9PS1aZ2hoqM2vsxJCCCGEEEIIW9PpdGzZsoVt27ZRs2ZNPv/8c7Zs2WK6oeULL7zATz/9RKdOndi/fz/169cvsHzTpk156qmnaNmyJfXq1eObb74pMP3atWtcu3at0vanODt27KBOnTr4+/tjMBgKPCHju+++w9XVlSlTpvD999/j6urKokWLgDv737JlS/z9/Rk7dixr164t8ukjxenXrx+HDh0ye343Nze2bdtGWFgYPj4+ACxevLjAPLdv3+bChQvcvn3b9JqdnR3vv/8+9erVw8fHh3379hEZGWk6EeDdd99F0zRq1apFv379eOeddwrcjgGgT58+/Pnnn/j4+NC0adMCtyaIiooy3TPDlmx+j4vc3FzTT/4ol52dHU5OTkyYMIHFixfzyCOPALBkyRImTZpk42IhhBBCCCGEuP+1atWKn3/+uchpjRo1Mj02FCjwdMd8H374IR9++GGRy6vyC+PZs2cze/bsIqcFBwcX+xQVR0dH1q5dy9q1ay3a7vjx42nfvj0Gg8HsR6IGBwdz7ty5Eqff2xsUFMQPP/xg+vPd96IAqF69Ort37y5xu/b29mzbtq3Q6waDga+++qrI976y2fyMi0WLFuHq6srixYuJjIzE1dWVPn36ADB//nw6depE8+bNad68OZ07d2bOnDkWb0suFRFCCCGEEEIIUdFq1arFyJEjLR74UMGaNWsYPXq06QwQW7L5GRdhYWGEhYUVOc3R0bHEUbyyCg0NJTQ0VPnnZgshhBBCCCGEuL/d/RTM+9Ezzzxj6wQTm59xIQrLf3ScsIzKx0/lNpA+a6ncp3IbSJ+1pM9yKreB9FlL9T4hhBDmqVIDF/fLpSJ33wxFlJ3Kx0/lNpA+a6ncp3IbSJ+1pM9yKreB9FlL5T7VzwC++xp5FUmf5VRuA+mzlup9lvp77lUx5KkiQgghhBBCCCHE/aVKDVzcL2JiYmydcF9T+fip3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdqn0+kwGo1kZmZiNBptnVMkVbvySZ/lVG4D6bNWZfbl5eWRmZkJVPxZZDa/OWdlioiIICIiwtYZpTp79qzSpzaqTuXjp3IbSJ+1VO5TuQ2kz1rSZzmV20D6rKVqn7OzM87OziQmJgJ3HkWo0+mUunxE0zSleu4lfZZTuQ2kz1qV0adpGpqmkZeXh06no1q1ajg4VOzQQpUauJCnigghhBBCCFvL/w99Nzc3cnJyyMnJMX0RUIXBYMDZ2dnWGcWSPsup3AbSZ63K6NPpdNjZ2eHg4ICTk1OlfL+uUgMXQgghhBBCqMLOzs509oVq0tPT0ev1ts4olvRZTuU2kD5rqd5nqSp1j4v75akiQgghhBBCCCGEuKNKDVzIU0WEEEIIIYQQQoj7S5UauBBCCCGEEEIIIcT9Re5xoaCgoCBbJ9zXVD5+KreB9FlL5T6V20D6rCV9llO5DaTPWir3OTg4YDAYMBgM5ObmKndzzry8PLKysmydUSzps5zKbSB91qqMvvynIDk6OuLk5FQpN+iUgQsFqfjYrvuJysdP5TaQPmup3KdyG0iftaTPciq3gfRZS9U+o9HIzZs3yc7OxsHBAUdHR+zs7pwIrcrT7yr60YbWkj7LqdwG0metiu7TNA2j0Yimady+fZvc3FycnZ2pXbt2hf79pfZRL2cRERFERETYOkMIIYQQQlRhBoOB7Oxs6tWrh729va1zhBDCYtnZ2fz555/k5OTg5ORUYdupUve4uF9uzhkTE2PrhPuaysdP5TaQPmup3KdyG0iftaTPciq3gfRZS/U+lQctjEajrRNKJH2WU7kNpA8gOTmZhIQEi5at7ONXWWegVKmBi/vF2bNnbZ1wX1P5+KncBtJnLZX7VG4D6bOW9FlO5TaQPmup3ieEEEUZMmQIDRs2tHWGUmTgQgghhBBCCCGqIBcXF9ONFpcuXWrrnFItXboUnU5X5rPojx49ik6nIywsrEK6Ksv27dvR6XRF3v4gfx8XLFhg8foHDBigzH127iUDF0IIIYQQQghRBb311ltMnTrV1hniHlFRUaSnp9s6QykycCGEEEIIIYQQCjhw4ACtW7fGxcUFX19fZs6caZoWHh5Oo0aNcHFxwd/fn/nz5wN3vuS6uLgwbNgwAgMDeeWVV/D29jb95j04OBi9Xs/cuXPR6/V0796d69evAzBjxgyGDx9ebM+yZcto1KgRXl5eDBo0yLQcwAcffECDBg1wcXGhSZMmbNq0yax91Ol09OnTh0cffRQPD48CZwjEx8czdOhQvLy8aNq0KevXrwcgNjYWnU7HSy+9BECPHj3MPoMiICCADh06ALBgwQJ0Oh3BwcGm6fnHZ9GiRXh5eeHt7c3Ro0dJSUlh4MCB1KxZE3d3d9q1a2c60yO/Z/To0Tz00EN4e3vz8ccfm9ZZ3PsYERFBw4YN6dy5M61bt+a5557D29ubNWvWALBixQrTGTB6vb7QcQsJCQFgwoQJ6HQ6QkNDC+3jwoULC+1jce9jTk4OkydPxtPTk8cee6zIx6gmJSURExNDampqqce6IlWpgYuIiIgCb6AQQgghhBBCqGLcuHEkJCQwZ84cnnzySS5evGia9s0339CmTRtmz56Nv78/ixYtYu/evcCdJ9XY2dlx5coVIiMjadGiBf/5z39My2ZmZhIdHU1ISAjR0dHMnj271JZNmzbx4osv0qJFC6ZPn86hQ4cYNWoUAOfPn+f555+nVq1azJ8/n0ceeYTz58+bvZ8HDx6kdevWeHl58cYbb3Dz5k0ARo0axX//+18mTZqEt7c3oaGhREdHU716dcLDwxkwYAAAU6dOJTw8nD59+pS6rblz5/L8888D0Lt3b8LDw5k2bVqBeTIzM1mzZg3PPvssQ4YMwWAwkJKSwpEjRxg+fDgzZ87kwoULjB49usByu3btol+/fmiaxiuvvGJ6vaT38dKlSwQEBHDixAmOHTuGr68va9euBaBLly6Eh4cXeX+L8PBwxo0bB8Dw4cMJDw9nxIgRhfbx0UcfLbCPJb2PGzdu5OOPP6ZNmzbUqlWLAwcOFNruihUraN68OTt27Cj1WFekKvU41NDQUEJDQ5W9bkcIIYQQQghRdWmahoeHB926daNz584FHi+5bds29Ho9CQkJtGzZkmHDhvHbb7+ZftP+1ltv8fPPPzN06FACAgIKfDnXNI0tW7bg6+vLDz/8wP79+0ttiYiIwMPDg2XLluHg4EBycjKrVq3i6tWraJoGgJ+fHwMHDqRly5Zl+o7Vvn173n33XRwdHXn77beJi4sjMzOTAwcOMGHCBJYuXcqVK1eoX78+69evZ/Xq1cyaNQuAPXv2MHz4cLN/IT158mSOHj3K+++/T+fOnU3ruZumaezbt4/GjRubXjMYDFy4cIG8vDySk5P5448/2LJlC4mJiaZ5Hn/8cZYsWcLFixfZunUrqampeHp6lvg+Aqxfv55PP/2Up556itjYWLZu3QpAmzZtaNOmDXv27CE+Pr7AMrNmzWL79u188skn9O3b13S2RWn7WNL7mP85yP9s/Pjjj5w7d86s41rZqtQZF/eLoKAgWyfc11Q+fiq3gfRZS+U+ldtA+qwlfZZTuQ2kz1qq9wlxr82bN1O9enV69epFjRo1eP311wHIzc1lxowZuLm5Ua9ePYYNGwbcOVMgn52dHXZ2dtjb22Nvb09OTo5pmpOTE76+vgA0aNCApKSkUluuXr1KWloaTZo0ITAwkFWrVgEQFxdHkyZNWLlyJWfOnOHBBx/E39+fnTt3mr2fNWrUAO7cHBTuXLJw9epVABo1agSAv78/jo6OXLt2zez1WsrV1bXAoAXAuXPn6NixIx4eHgQEBLBlyxag4DEvaj+g+Pcxn6OjI0CR71V5K+l9TEpKKvTZuFdYWBiaphUYKLEFGbhQULNmzWydcF9T+fip3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdyn+hnAdnZqf034u/Z169aNn376iaSkJJ544gkWLlxITEwM+/bt45NPPqFXr15s3rzZdF+I/DMfSpOdnW26r0FcXBw1a9Y0Tcs/G+D27dsFlqlbty7e3t7s2LGjwE/Tpk3RNI1p06Zx7tw5Ll68SPXq1a2+yWfdunWBO5dSAFy5coWcnBz8/PxM8+QfV6PRWKZ1l7ZcUe/XokWLOHXqFG+88Qbbt283neFhzr+7xb2PxTH3fSxpP/Kn3buukt7HmjVrFvhsXL58udB6VbnHRZW6VEQIIYQQQgghVNWpUyfatWtH3bp1OX36NHDni3L+b+hTU1M5f/4827ZtK/O6R44cScOGDTl37pzpXgkAgYGB6HQ61qxZg4ODA3Xq1GHChAmMGTOGb7/9loiICDp27EhCQgL79+/n999/5/z584SEhNC7d2/c3d1JSEiwejCuXr16BAcHs2HDBry9vYmOjgZg7NixpnnyBzFWrFhBXFyc6dKK0uSfUfDFF18QEBCAn58fffv2LXGZ/GN+/fp1UlNTOXz4sNn7Utz7WJrVq1eTmppqGrTJf0Rt/qUf+fu/fv16dDodTZo0oUuXLiXuY0nvY8+ePdm8ebPps/HHH38UalqxYgULFixg3bp1Nj3rQu2hyiqqpNE4UTqVj5/KbSB91lK5T+U2kD5rSZ/lVG4D6bOWyn3m/obVVsr6G+3K9nfta9++Pbt372bBggX8+eefLF68mKCgIHr16sX06dOJiYlh5cqVppsymsvd3Z3OnTuzbds2unbtypIlS0zTfH19WbhwIbdu3WLOnDm8/fbbAIwfP55ly5Zx5swZFi5cyLZt20z30/D29sbPz4+1a9eyZMkSqlevzurVqy3a57tt3ryZvn378p///IekpCTWrFlD9+7dTdMHDhzIY489xv79+5kwYYLZl6f4+vry6quvkpCQwKRJk3jrrbdKXSYsLIxOnTqxbt06jh49yhNPPAGY994W9z6WZvHixbz00ktcvHiR7OxsXnrpJdOTVAAefvhhxo0bx4kTJ3jqqacKPMmkuH0s6X0cO3Ys48eP59ixY/z555/06NGj1EZb0Wmq/61ZAXQ6ndL/Z7Fr1y4GDRpU4jyxsbEEBgZCv3Bwr1n8jInn4NCb+PWYx4EjH9Oz+8tcd/Uudr5S15eRBF+9ZLobrorMOX62onIbSJ+1VO5TuQ2kz1rSZw4A/VgAACAASURBVDmV20D6rFVZfQaDgRs3buDv72/WJQK3b98mISGhyOvJVWE0GpW+HEP6zBccHMzRo0dJT08H1GorivRZp7L7jEYjV65cwdfXt9BNSIti6XdxdY+4EEIIIYQQQgghqrwyD1w0b96ct956iytXrlRET4WKiIgw+7E5QgghhBBCCCGEsL0yD1wsXLiQI0eO0KxZM3r27Mm6detMpx2pLjQ0lKioKFtnCCGEEEIIIUSliIqKum++rwlRnDIPXISEhPD555/z559/Mm7cOLZu3UrdunV58skn2b17N3l5eRXRKYQQQgghhBBCiCrI4ntceHh4MGDAAAYMGEDdunXZv38/L730Ev7+/vz3v/8tz0YhhBBCCCGEEEJUUWUeuMjMzGTz5s3079+fBg0asHfvXhYsWMCNGzc4e/YsK1euZPr06RXRWmWY86gcUTyVj5/KbSB91lK5T+U2kD5rSZ/lVG4D6bOW6n1CCCHMU+aBi1q1avHuu+/Sp08fYmNj2b17NyEhIaZHnwwePBgPD49yD61KmjVrZuuE+1qtWrWIjY0t9Sc5ObnS21R/b6XPOir3qdwG0mct6bOcym0gfdZSuU+n09k6oUQqP+4RpK+swsLCCA0NBcrWFhUVRUBAQJm2NXPmTPR6PXZ2dhbdX7C8j92PP/5Ijx49cHd3L/SghmvXrtG/f388PT1p0KABmzdvNk3Lyspi/Pjx1KhRgzp16jB79uwy961cuZJXX33V7PlPnjxJ27ZtcXNzo0ePHly7ds3sZQHOnz+Pm5sbYWFhptdycnKYOHEi1apVo379+mzfvh0ATdOYNGkStWvX5umnny7yEaVffvklI0aMKFNDRSnzp+Lnn3/ml19+YcaMGfj4+BQ5z2+//WZ1mBCWSE5OJiCwEYGBgaX+BAQ2ssnghRBCCCGEEH9X7777Lunp6dSvX9/WKQC4uLgwZcoU5s6dW2ja9OnTqV+/PklJSURERPDUU09x6dIlAJYvX87p06e5ePEix44dY9OmTezevdvs7WZnZ/Pmm2/ywgsvmL3MiBEjCAkJ4a+//qJ58+ZMmzbN7GUBXnjhBR544IECry1btowTJ04QFxdHREQEEyZM4Pr16+zbtw97e3vT4Mi3335baH39+/fn1KlTnDhxokwdFaHMAxdBQUFkZWUVeC0rK4ucnJxyizJXfHw8nTt3pnv37nTp0oXff/+90hsqQkxMjK0T7ltpaWncSkuB4NnQL7z4n+DZ3EpLIS0trVL7VH9vpc86Kvep3AbSZy3ps5zKbSB91lK5r6jfbqrEaDTaOqFE0meen376Cb1ez5IlS9i0aRN6vR69Xk9qaioAV69e5R//+AdeXl48+OCDfP/996Zlvby86NevH3Fxcabl9uzZA8Dhw4d5+OGH8fT0JDAwkCVLlpTpM71ixYpiz4gq72PXtm1bRo4ciZ+fX6FpUVFRPPPMMzg6OtKjRw/atWtHZGQkAHFxcfTq1QtPT0/8/Pzo1KkTZ8+eNbtv586dtGrVitq1a5s1/6lTp7h8+TIvvvgirq6uzJkzh6+++opbt26ZtfyOHTvw9fWlZcuWBV7ftm0bM2bMwNvbm549e/Lwww+zc+dO/j97dx5XZZ33f/x1EFREEQhNFFTGBVFzKctldMBm1KzpzlxaxjRqyskZnZZ71HILG0VHW8xlGid16PauabE7ua2sZjQtf5amDUkYuBJgohggoKgg/P7g5owoyuFcB64v8n4+Hjweyrk453XOdS6RD9dSVlZW5d4jOTk5ldblfffdx+rVq11qqE01HlyMGTPG+YatsGnTJkaPHu2xKFcFBwezfft2tm3bxvz581m0aFGdN9SG1NRUuxPqP98g8Au+8odvkC1Zpq9b9Vljcp/JbaA+q9TnPpPbQH1Wmd4nUtsGDhxIYWEhM2fOZPz48RQWFpKfn0/Lli0B+M1vfkNkZCQnTpxg1qxZjBkzhjNnzgCQl5fHpk2baN++PYWFhRQWFvLLX/4SKD/84I9//CPZ2dls2bKFpUuX8uGHH7rcdfLkSSO2z0sP2SorK+PgwYMAPPjgg+zatYvc3FyOHj3K7t27+cUvfuHyfW/atImoqCiXl09NTaVTp06kpaUxYsQIQkJC8PX1dfZcTVFREXPnzuWPf/xjlffbvXt37r//frZv30737t1JTU1l+PDhnDt3zjnQ6dq1K9OmTeOpp56qNCyJjo6u0bqtLTUeXGzfvp277rqr0ufuuOMOtm/f7rEoVzVq1Mg5JcrLy6N379513iAiIiIiIlLfFBcX89FHH/GHP/yBxo0bc++999K8eXN27txZ7dcOHjyY4cOH07hxY8LDw4mOjq7R4QSxsbFG7HUUHR3NypUrOXfuHP/4xz/Ys2ePc3DTuXNnrrvuOoKDgwkLC+Pee++lb9++Lt93UlISXbt2dXn506dP06JFC3Jzc/n2228pKSnB39+fwsLCar92wYIFjB8/vsq9Oyrud9++fRw/ftx5nw6Hg7Vr17Jt2za8vLxYvHgxkyZNIj4+vtI5KyMjIzl06JDzdbFLjQcXfn5+nD59utLnCgoK8PPzcytgxYoV9OvXjyZNmjBq1KhKtxUXFzNlyhSCgoIICgpi6tSplJSUVFpm3759DBo0iKlTp9ZooiUiIiIiItJQnTx5ktLS0ko/7LZp04bjx49X+7WpqamMHDmS1q1bExAQwIYNGzh//nxt5taK5cuXk5mZSbt27Vi0aFGlC01MnTqVxo0bc+rUKU6cOMGOHTtYvny5y/d96tQpWrRo4fLyfn5+FBYWMmDAAI4ePUqTJk0oKCigefPmV/26w4cPOw8Hudr9fvPNN4wZM8Z5n6WlpTz00EOsW7eOZ599Fn9/fwYPHsykSZMqfX3Fc8jLy3P5udSGGg8uRo4cyaOPPsqJEycAOHbsGJMmTeL22293K6Bt27bMnj2bRx999LLb5s+fz/bt20lOTiY5OZnPP/+cuLi4Sst0796dHTt28P777zN16lS3GkRERERERK5VVZ3LIDg4GC8vr0qDiqysLFq3bn3VrwOYPHkyffr0ISMjg7y8PH75y19etgeFl5eXEXtVXE27du344IMPOHnyJJs3b+b777937sW/Z88exo8fT/PmzQkODmbcuHF89NFHLt93QECAy+engPJDNQ4ePOgcAB09epQzZ87QuXPnq37d3r172b9/P76+vjgcDv7rv/6LefPmOa8G0rVrV/bt2+dcft++fURERODl5cWf//xn4uLiyM/PJykpiYyMDBwOB1u2bHEuX/EcAgICXH4utaHGg4slS5Zw9uxZ2rRpQ7NmzQgNDeX8+fMsXrzYrYDRo0czatQogoODL7tt7dq1zJ49m5CQEEJCQpg1axZr1qxx3n7u3DnnnwMCAmjWrJlbDSIiIiIiIteqNm3a8N1333HhwgXn53x8fBg+fDjPP/88xcXFvPXWWxQUFNC/f/9KX3f8+HGys7Mr3V9BQQHBwcE0adKEHTt28I9//OOyx+zYsSM7duyosmfZsmXV/kDuKaWlpc6LSVT8uWIv/oyMDHJycjh37hzLly/nyJEj3H333QD06dOHv//97xQVFXHq1Ck2bNhA9+7dXX7cG264oUbn8ejZsycdOnTgxRdfpKioiIULF3LbbbdV2mvj6NGjdO7cmf/5n/9xfm7UqFGUlZU5PyZOnMizzz7Lm2++CcA999zD0qVLycvLY+vWrezcudN5pIOvry8AFy5ccJ6GwcfHp9LeM9999x2dOnWy/WftGg8uWrZsycaNG/nhhx/Ytm0bR48eZePGjR6fwOTm5pKZmUmfPn2cn+vTpw/p6enOs+B+/fXXREVFMXToUB588EFeeOEFjzaIiIiIiIjUd/fccw9+fn60a9eO9u3bO6+st2rVKpKTk2nVqhXz58/nnXfeqXQKgK5du/Lwww/Ts2dPQkND+fjjj4HyX2avWrWKFi1asHjxYkaMGHHZYy5YsIC//e1v+Pn5XXYp0pycHA4dOlSLz/jfPvvsM3x9fZk0aRKff/45vr6+zJ8/Hyg/5KVnz54EBgbyxhtvsGnTJuehIi+++CKFhYWEhobSuXNn2rRpw9y5c11+3JEjR7Jt27Yatb755pu89dZbBAUF8e233/KXv/yl0u3FxcUcOnSoRldGfPLJJ+nZsydhYWFMmDCBtWvXXnaFlcjISDp06ECrVq3Iyclh+PDhztu2bt3q9tEVnuQoM2T/ndjYWBITE9mwYQNQPv1q37492dnZzr0xsrOzad26NRkZGYSGhtbovufNm1fpcxWPc6mIiAjnpXlSUlKuOCWrzeW2b9/Ojz/+eNXl0tLSCA8PL7+0p9/le6s4Ze+HbQtpO3Q2W75aza1R0/nBN/CKy1V7f6dPwqZprFq1qsqTv9j9+rn8utj0PCouy2bH+0p9DbsPcDaqT33q+7frrruOwYMH1/njqu/a6mvSpAmdOnWiTZs2OBwOfHx8aNKkCVC+h3BxcXGl+zl//jwFBQWEhYU5d8Wv7hKLWk7Labn6tdz58+fp2rUrO3fuJCQkxLg+V5fr3bs369ato1evXlUuV1paSmZmJgEBAXh7e1f771+LFi3cOoSoxoOL0tJS3n//fVJTUykqKqp0W00mUJe6dHCRm5tLUFAQBw8epFOnTgAcPHiQLl26kJeX57yEjzscDofxx1tVx+7BxZEjR+jYsaPl5+FpNR1cmPo8REREpP44d+4cWVlZlQYRV1NUVER2djbt27evgzoRscsrr7xCWloaf/rTn+xOccuHH37Ia6+9xltvvXXFZUpLS8nIyCAkJITGjRtXe5/u/izuXdMvuP/++9myZQs333yzc5JSEeBJgYGBhIaGkpiY6BxcJCYmEhYW5vbQIj4+nvj4eA9WioiIiIiIiFxu8uTJdidYcvvttxtxmAi4cY6LTZs2sXfvXj788EPee+8958fFJwipiZKSEucJUipOllJxMpCHHnqIBQsWkJWVRVZWFnFxcTzyyCNuPQ5ATEwMW7dudfvr60rF7uZy7TF93arPGpP7TG4D9VmlPveZ3Abqs8rkPtP3/q1u13K7qc99JreB+qwyvc9dNR5cdO/e3aVd4Fw1f/58fH19WbBgARs3bsTX19d5MpA5c+YwcOBAIiMjiYyMZNCgQcycOdPtx4qPjyc6OtpD5bWnJmeflfrF9HWrPmtM7jO5DdRnlfrcZ3IbqM8q0/tERMQ1NZ5ADBgwgOjoaGJjY1m2bFmlD3fExsZWunxLWVmZc68IHx8fVq5cSW5uLrm5uaxYsQJv7xof3eJUX/a4EBERERERz4iOjq72cPHHHnuMuLi4Sp8bN24czZs3x+FwkJaWVnuBhrP6/Ldu3Vpvzyn39ttv0759e1q0aMEjjzzivIyqq7799lsGDRrk8vKnTp1i1KhR+Pn5ERERwWeffeby1z7zzDMEBgYSEhLCihUrKt22bNkyrr/+eoKCgipd4WXVqlW0bduWn//855dd8hbKL47RvXt3zp0753JHbanxFOCbb76hTZs2l13axeFw8Pvf/95jYSIiIiIiInXh0stOArzzzjuA58/lJ/VDZmYmDz/8MP/7v/9L3759GT58OMuWLeOJJ55w+T7mzp3LH/7wB5eXf+aZZygtLeX48eNs2LCBcePGkZaWhq+v71W/7u233+bvf/87SUlJ5OTkEBUVxcCBA7npppvYtWsXzz77LJ9//jkBAQEMHjyYm266iREjRrB27Vr2799PQkICL7/8svMysRVatWrFrbfeyquvvsqUKVNcfh61ocZ7XHz66adVfmzZsqU2+jyqvhwqIiIiIiIirgkNDb3sfCbnzp2jadOmFBQUAJCcnEyvXr1o2bIl8+bNcy73z3/+k+bNm+Pj40NsbGyNHveNN94gMjKSoKAg7rvvPvLz8136utOnT/Pb3/6Wdu3aERwczNSpU523ffbZZ/Tq1YuAgABGjBhBZmam87aOHTsyb948OnXqxHXXXcfq1audt0VHRzNt2rQqn2NJSQkzZ86kffv2hISEMG/evErnWPnXv/7Fz372MwICAoiIiGDTpk0A3HnnnTRv3hyAHj160Lx5c2bMmFHptevbty+BgYHcdtttHDt2rNJrU/F477777mWvwa5du+jWrRu7du1y6TWzQ0JCAgMHDuTWW28lMDCQxx9/nDfffNPlr//hhx/47LPP+OUvf+ny17zzzjvMmDGD5s2b88ADD+Dv78+nn37q0tc9+uijhIaG0rNnT8aMGeO8Esg777zD2LFj6dmzJ6GhoTzyyCPO5+FwOC67ykdxcXGl9/L999/PX//6V5efQ21x62QVZWVl7N27l48++ggo3xguXLjg0bDaoENFRERERESuLf3792fPnj2VPpeUlESXLl1o0aIFAFu2bGHbtm1s2bKF+fPnc+LECQB+8YtfUFhYyPjx42v0mDt27GDq1Km88cYbZGVl0axZM2bPnu3S1z7xxBOkp6ezd+9e0tPTGTx4MABnzpxh7NixzJ07lxMnTtC1a1d+85vfVPraXbt28e2337J69WqmTZtW6USMV3qOixcvZvPmzezevZukpCQSEhJ47733gPJDE0aMGMGDDz5IdnY2H3/8MU2bNgVg48aNFBYWAuWDn8LCQudlPY8cOcLdd9/N4sWLyc7Opn///s7Wo0ePMmnSJNavX09qaupl66biuaampnLmzBmXX/O6lpqaSvfu3fn73//OtGnT6N69e43Om/OPf/yDm2++2aVLhALk5ORw8uRJIiIiGDZsGAcOHCAyMtKlx6xofeqpp3j77bcrtVbc9sILL7B06VLnbX5+fkycOJHOnTuzZs0aHnnkEZYuXcr9999f6dCg/v37c/DgwUpDNDvUeHCRmppKjx49iIqKYuzYsUD5rikPPvigx+NERERERESupmJwUVRUxHXXXceBAwfYs2cPAwYMcC4zfvx4AgMDuemmm2jVqhWHDx+29Jh/+9vfePjhh+nbty+NGzfm97//PRs2bKj260pLS1m3bh0vvPAC1113Hc2aNePee+8F4IsvvsDf35+xY8fSuHFjpk2bxscff1zpvAq//vWv8fX15Y477iAvL885nLjac/zb3/7G3Llzad26NcHBwTz44IPO1vfff59OnTrx61//Gh8fHzp27MjQoUOrfR5vvPEGt912G8OGDcPb25snn3ySDz74gOLiYj7++GMGDhzILbfcgr+/f5WXBI2OjqasrMzoveFPnz5NixYtOHr0KAcOHMDf3985yHFFUlISXbt2rdHjATRt2pTk5GRyc3NdfsyK1gMHDvDDDz9U+rqK29LS0jhy5Eil237729+SlJREVFQUs2bNonfv3qxfv55evXo579vb25vOnTuzd+9el59Lbajx4GLSpEk88cQT5Obm4uPjA5Rf39WVXVjsVl8OFYmIiLA7QWqJ6etWfdaY3GdyG6jPKvW5z+Q2UJ9VpveJZwwYMIA9e/awY8cOwsLC2Lx582WDi6CgIOefGzduzNmzZy09ZmZmJitXriQgIICAgACioqL48ccfq/267Oxszp07V+XJKk+cOMH111/v/HubNm24cOECJ0+evOx5VPwW/+LncaXnmJmZyf333+9snTt3rvNEjJmZmW6dODMzM5ONGzc677Njx474+Phw/PhxTpw4QevWrZ3LXvyc6hM/Pz8KCwv5wx/+wIYNGygoKHAeOuOKU6dOOff4cfXxoPxohh9++IFbbrnF5cesaN24cSNPPPFEpa+ruG358uW8/PLLlW5bvHgxTz/9NHfffTdjxoxh4sSJREdHV3rPAbRo0YK8vDyXn0ttqPHgYu/evTz66KPAv09U07JlS6N386lQXw4V6datm90JDUZmZiZpaWlX/MjJyfHo45m+btVnjcl9JreB+qxSn/tMbgP1WWVyn+knfPTycuuI8jpzcV+/fv1ISkpi8+bNxMXFsXXr1ssGF1Zceg4AKD+vxnPPPUdeXh55eXmcOnXK+RvzS/su1qpVK5o0aVLlVTpat27N8ePHnX/PysrCy8uL4OBgS/2hoaFs2bLF2VpQUOA8j0VoaGi1Vwyp6r1aca6EivvMy8vj7NmzhIaG0rp160p7glz8nFxhynuva9eu7Nu3z/n3ffv2ERER4XJfQECA8xwrrggKCiI4OLjKx6xJq5eXV6Wvu9LzAJg6dSqrV6+md+/eLFy4kMTERB599NHLrhhaUFBAQECAy8+lNtT4XdGxY0c+//zzSp/78ssv6dSpk8eiRGrd+TPg8GLIkCGEh4df8aNjeCePDy9ERERExHOaNWtGhw4d2LBhAyNGjCAvL4/09HQiIyM9cv8dO3Zkx44dlT734IMPsnLlSpKSkgDIyMggISGh2vvy8vJi/PjxTJs2jZycHIqKili/fj1QvudIXl4e69evp7i4mCVLljBixAi8vWt8IcjLWufMmcPx48cpLS1l7969/L//9/8AuOOOOzh48CDx8fGUlJSQkZFx2S9627Rpw7ffflvpc/fddx/vvPMO27dvp6ysjOzsbOfJIEeMGMGXX37Jrl27KCgoqPKKLTt37qRz587s3LnT0nOrTXfddRc7duxg69at5OXl8fLLLzsP63HFDTfcUKNzYkD5JXgXL17M6dOneeONN8jPz7/s0J3o6OhKJ0kFuOeee3j11Vc5evQoycnJvPvuu9xzzz3O+1y/fj3JyckcPXqU1atXO5/HxVcrKSsro1GjRjRu3Jjz5887P19SUsLBgwcrHT5ihxoPLubNm8ftt9/OpEmTOHfuHHPmzGHMmDE1PguvHerLoSKXnhVZakHJWSgrhehnYOSSqj+in6EgP8/lM0S7wvR1qz5rTO4zuQ3UZ5X63GdyG6jPKpP7Lv0NvmkuPumjiS7t69+/P926daNRo0bceOON9OnTx6XfjFdcOeP1118nLi6O5s2b89hjj1Va5qWXXmL69Ok0b97ceXWFwYMHExcXx3333UeLFi0YOnQohw4dumLfxZYuXUrbtm3p0aMH7dq1c16d0c/Pj/Xr1zNv3jxatWpFSkpKlT/019SMGTO46aab6N+/PwEBATz88MPOcxwEBATw0UcfsWbNGq677jqioqIq7TkCEBcXx2OPPUa7du2cP/N16tSJ//7v/+aJJ56gZcuW3Hjjjc6TcLZr145Vq1YxduxYunbtSlRU1GVNRUVFHDp0iKKiostuM+W9FxYWxtq1a5kwYQJhYWH06tWLxx9/3OW+YcOGsXv37kpDgOosXLgQKN8zJzY2lnfeeeeyS6GmpaVdthfLPffcw7333kvPnj0ZOnQozz33HP369QPKt41nn32WoUOH0rNnT+6//37GjBlz2WM/+eSTdO3alcWLF/P44487P18xZAoNDXX5edQGR5kb/2ru3r2bNWvWkJ6eTlhYGA8//DC33HJLbfTViqp29zJJQkICd91111WXSUtLIzw8vPwHbL+r7D6WvR+2LaTt0Nls+Wo1t0ZN5wffwCsuV+39nT4Jm6Zx5MgRt46Hq201fV2uulwtPFdX1q2d1GeNyX0mt4H6rFKf+0xuA/VZVVd9586dIysri7CwMJd+WC4qKuLEiRN06NCh1tvcVVpaaswu+1VRn/tMboNrq2/MmDGMHz+e0aNH13LVv3n69fvd735HZGQkU6ZMueLjZWRkEBIS4tIVVNz9Wdyt/Y769evnnOCIiIiIiIiISGXz5s3jN7/5TZ0OLjzp5MmTfPrpp7z44ot2p9R8cPHcc89d8ba5c+daihERERERERG5FvTs2dN5PpH66NKThdqpxoOLf/3rX5X+np+fz5dffsnPfvYzj0WJiIiIiIiIiIAbg4v33nvvss+lpaURFxfnkaDaFB8fT3x8vN0ZIiIiIiIiIuIij5y1o2PHjnz99deeuKtaFRMTc9nlfURERERE6lLFyekKCgooLi42+qTxIiJVKSsr4/z58xQUFADl/67VphrvcbFs2bJKfy8pKeGLL74w+syv9U1ERITdCVJLTF+36rPG5D6T20B9VqnPfSa3gfqsMrWvSZMm+Pn5kZeX57y0osPhqPX/+IuIeEJZWZlz4NqoUSMCAgLw9nbruh8us3yoSNOmTYmIiOCFF17wWFRD161bN7sTpJaYvm7VZ43JfSa3gfqsUp/7TG4D9Vllap/D4aBVq1aUlZVx4cIF514X2vNCROoDh8OBl5cX3t7etT6wqFDjR/n0009ro0MasJycHPLz86tdzt/fn6CgoDooEhEREal9DoejTv/jLyJSX+n4DgOlpKTYnVBncnJy6BjeifDw8Go/OnQMJzExkbS0tCt+ZGZm2v2Ursr0das+a0zuM7kN1GeV+txnchuozyqT+86dO2d3wlWpzxqT+0xuA/VZZXqfu2o83vXy8rrq8XdlZWU4HA4uXLhgKaw21JeriqSmphq7a6On5efnU5CfB9HPgO9V9qbIP0rhjmX07du37uJqgenrVn3WmNxnchuozyr1uc/kNlCfVSb3FRcX06RJE7szrkh91pjcZ3IbqM8q0/vcVePBxbRp09i9ezePP/44ISEhHDt2jOXLlxMVFcWdd95ZG40eExMTQ0xMjE58ZCLfIPALvvLtZ3KgrLT6AUfOYdj5iuf7RERERERExBY1Hlz893//NwcOHKBZs2bOz916661EREQwe/Zsj8aJXMaVAYeIiIiIDYqLi2ncuLF+SSYi4mE1Hlw0atSIAwcO0Lt3b+fnDh8+rMuhioiIiEiD1LhxY5o2bUpWVhaNGjXCx8en2subnj9/nqKiojqsrBn1WWNyn8ltoD6rTO9zV40HF08//TSDBw/mtttuo02bNhw/fpyPPvqIRYsW1UafiIiIiIjRHA4HrVu3pqSkhHPnzlFSUkJpaelVL2/6/fffExERUYeVNaM+a0zuM7kN1GeV6X3uqvHg4re//S0DBw4kISGB48eP0717d55++mluvPHGlU5oYQAAIABJREFU2ugTERERETGew+HAx8cHHx8fl5bPzs5m0KBBtVzlPvVZY3KfyW2gPqtM73OXWxeN7tu3b72/uoPJrsUJmZQzfd2qzxqT+0xuA/VZpT73mdwG6rPK5D6T20B9VpncZ3IbqM8q0/vc5daJKd58801Gjx7NkCFDANi2bRvvv/++R8MaMlMv2yXWmb5u1WeNyX0mt4H6rFKf+0xuA/VZZXKfyW2gPqtM7jO5DdRnlel97qrx4OKPf/wjixYt4mc/+xl79+4FIDAwkOeee87jcZ4WHx9PdHS03RkiIiIiIiIi4qIaDy5effVVPvnkE5544gnnlUR69OjB/v37PR7naTExMWzdutXujGqlpKTYnSC1xPR1qz5rTO4zuQ3UZ5X63GdyG6jPKpP7TG4D9Vllcp/JbaA+q0zvc1eNBxclJSU0b94cwHmJp9OnTzs/J9alpqbanSC1xPR1qz5rTO4zuQ3UZ5X63GdyG6jPKpP7TG4D9Vllcp/JbaA+q0zvc1eNBxe33XYbDz/8MD/88ANQfp3Yp59+mpEjR3o8TkREREREREQathoPLl588UVOnz5NaGgoeXl5NG/enIyMDJYsWVIbfSIiIiIiIiLSgNX4cqgBAQFs3LiR48ePk56eTlhYGG3atKmNNhERERERERFp4Go8uJg5cyZjxozhpptu4vrrr6+NJqkHMjMzq13G39+foKCgOqgRERERERGRa1WNBxcrVqwgNja2FlJq7osvvuCpp56icePGNG/enNdff52AgAC7s65t58+Aw4shQ4ZUu2gL/wDSjhzS8EJERERERETcVuPBRVBQEEVFRTRu3Lg2emqkQ4cObN68mWbNmvGXv/yFlStXMmvWLLuzLIuIiLA74cpKzkJZKUQ/A75XGUgU5VCwdSH5+fkaXFzE6HWL+qwyuc/kNlCfVepzn8ltoD6rTO4zuQ3UZ5XJfSa3gfqsMr3PXTU+OeeiRYuYMmUKx48fr42eGmnbti3NmjUDwNvbG2/vGs9hjNStWze7E6rnGwR+wVf+uNpQowEzfd2qzxqT+0xuA/VZpT73mdwG6rPK5D6T20B9VpncZ3IbqM8q0/vcVePBxeTJk3n77bdp27at8xwGFR/uWLFiBf369aNJkyaMGjWq0m3FxcVMmTLFef9Tp06lpKTksvv48ccf+fOf/8yvf/1rtxpERERERERExEw1Hlxs2LCBTz75hC1btrBx40bee+8954c72rZty+zZs3n00Ucvu23+/Pls376d5ORkkpOT+fzzz4mLi6u0zJkzZxg3bhwrVqwgODjYrQbTpKSk2J0gtcT0das+a0zuM7kN1GeV+txnchuozyqT+0xuA/VZZXKfyW2gPqtM73NXjQcXUVFRV/xwx+jRoxk1alSVQ4e1a9cye/ZsQkJCCAkJYdasWaxZs8Z5e0lJCffddx9Tp05l0KBBbj2+iVJTU+1OkFpi+rpVnzUm95ncBuqzSn3uM7kN1GeVyX0mt4H6rDK5z+Q2UJ9Vpve5y6XBxZw5c6r8c23Kzc0lMzOTPn36OD/Xp08f0tPTOXXqFAB///vf+eyzz3j55ZeJjo5myZIlddImIiIiIiIiInXDpbNZvvzyy/zxj3+87M+1qbCwEKDS5U0r/lxQUEDLli2ZMGECEyZMqPa+YmNjmTdvXqXPJSQkVLlsRESE84QmKSkpV5xY1eZyrvbVB5988gnXX3/9ZZ+vT8/j0KFDfPPNN1XeZsL7RctpOVeWq6A+9anvytSnvrpeLiUlxejvH+q7dvsSEhKM/v+L+q7tPnc4ysrKyqpbqEOHDsTFxXHDDTcwcOBAvvzyS6r6sl69erkdEhsbS2JiIhs2bADK97gICgri4MGDdOrUCYCDBw/SpUsX8vLyaNmypduP5XA4quw3RUJCAnfddddVl0lLSyM8PBxGLim/iseVZO+HbQtpO3Q2W75aza1R0/nBN/CKy7l6f9Uud/okbJrGkSNH6Nixo8eeR50u5+JzqAlX1q2d1GeNyX0mt4H6rFKf+0xuA/VZZXKfyW2gPqtM7jO5DdRnlel97v4s7tIeF8uXL+c///M/SUtLo7S0lN69e1cZcOHChRoHXElgYCChoaEkJiY6BxeJiYmEhYW5PbSIj48nPj7eY40iIiIiIiIiUrtcOsfFf/zHf3DgwAGKi4tp1qwZpaWll324O7QoKSnh7NmzlJSUUFpaytmzZzl//jwADz30EAsWLCArK4usrCzi4uJ45JFH3HocgJiYGLZu3er214uIiIiIiIhI3XJpj4uLde/e3aMB8+fPr3T+CV9fX6Kioti6dStz5szhxx9/JDIyEoDx48czc+ZMtx+rvuxxcfHxwHJtMX3dqs8ak/tMbgP1WaU+95ncBuqzyuQ+k9tAfVaZ3GdyG6jPKtP73FXjy6Hu3LnTowGxsbGUlZVV+qjYK8LHx4eVK1eSm5tLbm4uK1aswNu7xrMWp/qyx0V9OWml1Jzp61Z91pjcZ3IbqM8q9bnP5DZQn1Um95ncBuqzyuQ+k9tAfVaZ3ueuGg8uRERERERERETqSoMaXMTHxxMdHW13RrVSUlLsTpBaYvq6VZ81JveZ3Abqs0p97jO5DdRnlcl9JreB+qwyuc/kNlCfVab3uatBDS7qy6EinrrWrZjH9HWrPmtM7jO5DdRnlfrcZ3IbqM8qk/tMbgP1WWVyn8ltoD6rTO9zV4MaXIiIiIiIiIhI/dKgBhf15VARERERERERESnXoAYX9eVQEREREREREREp16AGFyIiIiIiIiJSv2hwISIiIiIiIiLGalCDi/pyjouIiAi7E6SWmL5u1WeNyX0mt4H6rFKf+0xuA/VZZXKfyW2gPqtM7jO5DdRnlel97mpQg4v6co6Lbt262Z0gtcT0das+a0zuM7kN1GeV+txnchuozyqT+0xuA/VZZXKfyW2gPqtM73NXgxpciIiIiIiIiEj9osGFgVJSUuxOkFpi+rpVnzUm95ncBuqzSn3uM7kN1GeVyX0mt4H6rDK5z+Q2UJ9Vpve5q0ENLurLOS5SU1PtTpBaYvq6VZ81JveZ3Abqs0p97jO5DdRnlcl9JreB+qwyuc/kNlCfVab3uatBDS7qyzkuRERERERERKRcgxpciIiIiIiIiEj9osGFiIiIiIiIiBjL2+4AubZlZmZaul1EREREREQaNg0upHacPwMOL4YMGWJ3iYiIiIiIiNRjDWpwER8fT3x8vN0Z1YqIiLA7wbqSs1BWCtHPgG/QlZfLOQw7X6m7LpuZvm7VZ43JfSa3gfqsUp/7TG4D9Vllcp/JbaA+q0zuM7kN1GeV6X3ualCDi5iYGGJiYnA4HHanXFW3bt3sTvAc3yDwC77y7Wdy6q7FAKavW/VZY3KfyW2gPqvU5z6T20B9VpncZ3IbqM8qk/tMbgP1WWV6n7sa1OBCxG45OTnk5+dXu5y/vz9BQVfZU0VERERERKSB0FVFDJSSkmJ3gtSCnJwc2ncIJzy8+o+O4Z3Iyan7vVFMf++pz30mt4H6rFKf+0xuA/VZZXKfyW2gPqtM7jO5DdRnlel97tLgwkCpqal2J0gtyM/P53Rhfvl5P0YuufJH9DMU5Oe5tGeGp5n+3lOf+0xuA/VZpT73mdwG6rPK5D6T20B9VpncZ3IbqM8q0/vcpUNFRDzAlUNAnJd+re68HyIiIiIiIuKkwYWIRTk5OXQM70RBfp5H79c56LgKnQtDRERERESudRpciFiUn59fPrTw1KVfz58BhxdDhgypdtEW/gGkHTmk4YWIiIiIiFyzGtTgIj4+nvj4eLsz5FrlqUu/lpyFstLqByFFORRsXUh+fr4GFyIiIiIics1qUIOLmJgYYmJicDgcdqeIVE/nwhAREREREdFVRUwUERFhd4I0UKa/99TnPpPbQH1Wqc99JreB+qwyuc/kNlCfVSb3mdwG6rPK9D53aXBhoG7dutmdIA2U6e899bnP5DZQn1Xqc5/JbaA+q0zuM7kN1GeVyX0mt4H6rDK9z10aXIiIiIiIiIiIsTS4MFBKSordCdJAmf7eU5/7TG4D9VmlPveZ3Abqs8rkPpPbQH1WmdxnchuozyrT+9ylwYWBUlNT7U6QBsr095763GdyG6jPKvW5z+Q2UJ9VJveZ3Abqs8rkPpPbQH1Wmd7nrno9uCguLuanP/0pAQEBrF+/3u4cEREREREREfGwen05VG9vb9avX8+qVavsTpFrWGZmpqXbRURERERExH31enDhcDgICQmxO0OuVefPgMOLIUOG2F0iIiIiIiLSYNk+uFixYgXx8fEkJSUxcuRINmzY4LytuLiYJ598kjfeeAOA8ePH89JLL+HtbXu2NAQlZ6GsFKKfAd+gKy+Xcxh2vlJ3XSIiIiIiIg2I7ee4aNu2LbNnz+bRRx+97Lb58+ezfft2kpOTSU5O5vPPPycuLs6GSmnQfIPAL/jKH00D7C4UERERERG5Ztk+uBg9ejSjRo0iODj4stvWrl3L7NmzCQkJISQkhFmzZrFmzRobKutWRESE3QnSQJn+3lOf+0xuA/VZpT73mdwG6rPK5D6T20B9VpncZ3IbqM8q0/vcZewxF7m5uWRmZtKnTx/n5/r06UN6ejqnTp2iZcuWANxzzz3s3r2b5s2bs2vXLhYvXmxXssd069bN7gRpoEx/76nPfSa3gfqsUp/7TG4D9Vllcp/JbaA+q0zuM7kN1GeV6X3uMnZwUVhYCEBAwL93w6/4c0FBgXNw8fbbb1d7X7GxscybN6/S5xISEqpcNiIiwrmyU1JSrngdXBOWEwE4dOgQ33zzTZW3mfA+1XJaTstpOS2n5bScltNyWk7LaTkrHGVlZWUeuSeLYmNjSUxMdJ6cMzc3l6CgIA4ePEinTp0AOHjwIF26dCEvL885uHCHw+HAkKddpZSUlGqHE2lpaYSHh8PIJeXnWbiS7P2wbSFth85my1eruTVqOj/4Bl5xOVfvr0EsZ3IbwOmTsGkaR44coWPHjldergZcee/ZSX3uM7kN1GeV+txnchuozyqT+0xuA/VZZXKfyW2gPqtM73P3Z3Hbz3FxJYGBgYSGhpKYmOj8XGJiImFhYW4PLeLj44mOjvZQYe3x1FRKpKZMf++pz30mt4H6rFKf+0xuA/VZZXKfyW2gPqtM7jO5DdRnlel97rJ9cFFSUsLZs2cpKSmhtLSUs2fPcv78eQAeeughFixYQFZWFllZWcTFxfHII4+4/VgxMTFs3brVQ+UiIiIiIiIiUttsP8fF/PnzK51/wtfXl6ioKLZu3cqcOXP48ccfiYyMBGD8+PHMnDnT7ceKj48nPj7earKIiIiIiIiI1BHb97iIjY2lrKys0kfFXhE+Pj6sXLmS3NxccnNzWbFiBd7e7s9atMeFiIiIiIiISP1i+x4XImJNZmZmtcv4+/sTFBRUBzUiIiIiIiKe1aAGFzpURK4p58+Aw4shQ4ZUu2gL/wDSjhzS8EJEREREROqdBjW4iImJISYmBofDYXfKVUVERNidIPVByVkoK4XoZ8D3KgOJohwKti4kPz+/2sGF6e899bnP5DZQn1Xqc5/JbaA+q0zuM7kN1GeVyX0mt4H6rDK9z10NanBRX5h83V0xkG8Q+AV75K5Mf++pz30mt4H6rFKf+0xuA/VZZXKfyW2gPqtM7jO5DdRnlel97rL95Jx1KT4+nujoaLszRERERERERMRFDWpwUV+uKpKSkmJ3gjRQpr/31Oc+k9tAfVapz30mt4H6rDK5z+Q2UJ9VJveZ3Abqs8r0Pnc1qMFFfZGammp3gjRQpr/31Oc+k9tAfVapz30mt4H6rDK5z+Q2UJ9VJveZ3Abqs8r0PndpcCEiIiIiIiIixmpQgwud40JERERERESkfmlQg4v6co4LERERERERESnXoAYXIiIiIiIiIlK/aHAhIiIiIiIiIsZqUIOL+nKOi4iICLsTpIEy/b2nPveZ3Abqs0p97jO5DdRnlcl9JreB+qwyuc/kNlCfVab3uatBDS7qyzkuunXrZneCNFCmv/fU5z6T20B9VqnPfSa3gfqsMrnP5DZQn1Um95ncBuqzyvQ+dzWowYWIiIiIiIiI1C8aXBgoJSXF7gRpoEx/76nPfSa3gfqsUp/7TG4D9Vllcp/JbaA+q0zuM7kN1GeV6X3u0uDCQKmpqXYnSANl+ntPfe4zuQ3UZ5X63GdyG6jPKpP7TG4D9Vllcp/JbaA+q0zvc5e33QEiUjcyMzOrXebYsWOkpaVVu5y/vz9BQUEeqBIREREREbm6BjW4iI+PJz4+3u4Mkbp1/gw4vBgyZEj1yzoaQdmFahdr4R9A2pFDGl6IiIiIiEita1CDi5iYGGJiYnA4HHaniNSdkrNQVgrRz4DvVQYNOYdh5yvVL1eUQ8HWheTn52twISIiIiIita5BDS5EGjTfIPALvvLtZ3JcW05ERERERKQO6eScIiIiIiIiImIsDS4MFBERYXeCiJFM3zZM7jO5DdRnlfrcZ3IbqM8qk/tMbgP1WWVyn8ltoD6rTO9zlwYXBurWrZvdCSJGMn3bMLnP5DZQn1Xqc5/JbaA+q0zuM7kN1GeVyX0mt4H6rDK9z10aXIiIiIiIiIiIsTS4MFBKSordCSJGMn3bMLnP5DYwv+/LL78kLS2t2o+cnBxb+kx//UzuM7kN1GeVyX0mt4H6rDK5z+Q2UJ9Vpve5q0ENLuLj44mOjrY7o1qpqal2J4gYyfRtw+Q+k9vA7L6cnBxu/fkvCA8Pr/ajY3gnW4YXJr9+YHafyW2gPqtM7jO5DdRnlcl9JreB+qwyvc9dDepyqDExMcTExOBwOOxOERGReiI/P5+iM6ch+pnyywVfSVEOBVsXkp+fT1DQVZYTERERkRppUIMLERERt/kGgV+w3RUiIiIiDU6DOlREREREREREROoXDS5ERERERERExFgaXIiIiIiIiIiIsTS4MFBERITdCSJGMn3bMLnP5DYwv890pr9+JveZ3Abqs8rkPpPbQH1WmdxnchuozyrT+9ylwYWBunXrZneCiJFM3zZM7jO5DczvM53pr5/JfSa3gfqsMrnP5DZQn1Um95ncBuqzyvQ+d9X7wcWrr77KoEGDiI6O5vDhw3bniIiIiIiIiIgH1evBRU5ODqtXr+azzz5jyZIlPP3003YneURKSordCSJGMn3bMLnP5DYwv890pr9+JveZ3Abqs8rkPpPbQH1WmdxnchuozyrT+9xVrwcXO3fuJDo6Gm9vb26++Wb2799vd5JHpKam2p0gYiTTtw2T+0xuA/P7TGf662dyn8ltoD6rTO4zuQ3UZ5XJfSa3gfqsMr3PXbYPLlasWEG/fv1o0qQJo0aNqnRbcXExU6ZMISgoiKCgIKZOnUpJSYnz9tzcXAIDA51/Ly0trbNuEREREREREal9tg8u2rZty+zZs3n00Ucvu23+/Pls376d5ORkkpOT+fzzz4mLi3PeHhgYSF5envPvXl62Px0RERERERER8SBvuwNGjx4NQGJiIpmZmZVuW7t2LS+99BIhISEAzJo1iz/84Q/MnTsXgP79+/Pcc89x4cIFvvnmG7p06VK38SJyVTk5OeTn51e7nL+/P0FBQXVQVLsKCgpIS0urdrlr5fnKtcvVbffChQs0atSo2uUKCgo8kSUe4Ol/l/XvnlwrtG1IQ1Pf/p9u++DiSnJzc8nMzKRPnz7Oz/Xp04f09HROnTpFy5YtCQoK4sEHH2TIkCH4+PiwZs2aKu8rNjaWefPmVfpcQkJClctGREQ4LyGTkpJyxWOEanM5V/tE7HTo0CG++eabKm+LiIigdevWdAzvREF+XpXLXKyFfwCffLyJ48ePX/H+7N4uq1uudevWTPrNYxSdOX2FZ/lvdjzfCqa+fib3NW/evMrPX019fv2uv/56ho8Y6dK2i1cjKL1Q7WK+zfy4/fbbOXHihHHr92Imvv882VdQUMBjk3/H6cLq/6Pq19yf9O+PEBQUdNX7c/XfPVfuz9XnUZPlLmbi+k1JSTH6+1tD6avJe9m3mR9bNv+TAQMG1Nn9ufo8arJcQkKC0f+/Ul/t9tX0PfrXVX+hX79+tfbvsyscZWVlZR65J4tiY2NJTExkw4YNAGRkZNC+fXuys7MJDg4GIDs7m9atW5ORkUFoaKjbj+VwODDkaVcpISGBu+6666rLpKWlER4eDiOXgF/wlRfM3g/bFtJ26Gy2fLWaW6Om84Nv4BWXc/X+GsRyJrfZudzpk7BpGkeOHKFjx45XXMz5Ho1+BnyvMqUtyoGtC6u9P3Bt27BLbTxfTzL5tQOz+1z+99bFbaM2ePL1c/m9nHMYdr5i7HveVSa/98CmdeviOjP93z0we/2a3AYNq6+hbRsNad3Whmuhz873qLs/ixu7x0XFb7hOnTrlHFycOnUKgBYtWrh1n/Hx8cTHx3ukrzZd/NszkXrPN+jqP+zVQL3YNjz4fD3J9NfO9D7T1crrV917+UyOa8sZzvT3ni3r1u778yCT16/JbdBA+xrIttEg160HXVN9hr5Hq2Ls2SwDAwMJDQ0lMTHR+bnExETCwsJo2bKlW/cZExPD1q1bPVRYe3QoiEjVtG24z/TXzvQ+0+n1c5/pr53pfaYz+fUzuQ3Udy0z/bVTnzWm97nL9sFFSUkJZ8+epaSkhNLSUs6ePcv58+cBeOihh1iwYAFZWVlkZWURFxfHI4884vZjxcfHEx0d7aFyEREREREREalttg8u5s+fj6+vLwsWLGDjxo34+voyfPhwAObMmcPAgQOJjIwkMjKSQYMGMXPmTLcfq77scZGSkmJ3goiRtG24z/TXzvQ+0+n1c5/pr53pfaYz+fUzuQ3Udy0z/bVTnzWm97nL9sFFbGwsZWVllT4qhgs+Pj6sXLmS3NxccnNzWbFiBd7exp6Ww2M8deZVkWuNtg33mf7amd5nOr1+7jP9tTO9z3Qmv34mt4H6rmWmv3bqs8b0PnfZPrioSzpURERERERERKR+aVCDi/pyqIiIiIiIiIiIlGtQgwsRERERERERqV8a1OBCh4qIiIiIiIiI1C8NanChQ0VERERERERE6hdHWVlZmd0Rdc3hcNidICIiIiIiItLguDOCaFB7XFzs0kuwVvURFRVly3K11Vfd/drdZ+LrZ3Kb+tRnepv61FeTPpPb1Kc+09vUpz7T29Snvov73NFgBxciIiIiIiIiYj4NLq4iJibGluVcpT5rXLk/k9tqYzlXqc8aTz6uyW01Wc5V6rPG5D6T22rjcdVXN8u5Sv8ncJ/6rNH/CdynPmtM77tMWQP07LPP2p1wVbXV56n7baivnyeY3FZWpj6rTO4zua2sTH1Wqc99JreVlanPKpP7TG4rK1OfVSb3mdxWVqY+q67VvgZ5ck4RERERERERqR90qIiIiIiIiIiIGEuDCxERERERERExlgYXIiIiIiIiImIsDS5ERERERERExFgNbnBx6tQpSktL7c6oUmFhod0J9dqWLVtISkqyO+OKjh49SlFRkd0ZIiIiIiIi9UqDGVwcOXKEIUOGcPfdd3PPPfdw4sQJu5OcDhw4wMiRI5k4cSK/+tWv+PHHHz135ykpMH8+vPUWnDnjufs1yNGjR4mKimL8+PHs2rXL7pzLHD58mKioKO6++25GjBjBl19+aXfSZUwd5gGYfuEjj26vteDYsWNGN54/f975Z9PW9ZEjR9i3b5/dGVeUnp7OoUOHjHvdoPz72pIlSyguLrY7pUqJiYnExsaSkpJid0qVDhw4wGeffcbJkycBbRs1YfJ2Ado2rDJ52zB5uwBtG1aZvG2YvF2A57aNBjG4KCwsZMKECfTq1YuVK1dy9OhRJk2axHfffWd3Gq+++irR0dH07duXuXPn8t133zF58mQuXLhg/c6few4GDICjR+Hxx2HatPI/X2Nmz55NeHg4x44d49e//rXdOZVkZWUxbtw4+vfvz7Zt27juuut4/vnnKSgosDsNKN82pkyZwu9//3s2bdrEmf8bbpnwD15hYSEzZsxgzpw5fPTRR869VUxoq7BmzRrat29PYmKi3SmXOX36NPfddx/Dhw/nm2++MW44VVhYyGOPPcbEiRNZunQpeXl5OBwOI9ZvcXExEyZM4Oabb+aBBx7ggQceIDk5GTBjyHf69GkeeOABoqOjiYmJ4eGHHyY1NRUwY/s4e/YsM2fOZMaMGWzbts3unEpKS0t58skn+elPf0ppaSnNmjXzzPdbDzl//jwTJ07kpz/9KbNnz+b2229n165dOBwOI957Jm8bpm8XoG3DCpO3DZO3C9C2YZXJ24bJ2wV4fttoEIOL77//nuLiYqZPn05kZCRvvPEGTZs2NWKql5aWxrPPPktcXBx9+vThnXfe4X/+53+s7xGSnQ1bt8J778Err8C6dbB5MxjwJvakEydOkJSURExMDACvv/4669at4/vvv7c37P/s3bsXb29vpk2bhq+vL0uWLGHbtm2UlJTYnUZ6ejq33HILWVlZOBwOZs2axdSpUwFwOBy2tr322muEh4eTlZVFXl4e8+bNY+HChUa0XWz//v0UFRWxbNkyY76JARQVFTFmzBhOnz7Np59+yq233oqXlzn/3O/du5e+ffty9uxZBg4cyBtvvMETTzwBmLF+P/roI9LT08nIyGDVqlU4HA7GjRsHYPvrmJ6ezt13301RURGpqanMnTuXoqIinn/+ecCM169p06Z07tyZLl26MGPGDKMOg9y/fz9ff/01u3fv5rnnnqN9+/Y0atTI7iyn1atXc+zYMU6cOMG6devo3bs3ixYtAux/74G520Z92C5A24YVJm8bpm4XoG3DE0zeNl599VVjtwvw/LZh/zOqA40aNSI5ORmHw8GiRYt4/fXXue2228jNzeX999+3te13v/sdd999N1A+NfP29ubmm2/m7Nmz1u44NRW+/hpaty7/+7BhEBwM585ZLDb6a8vAAAAdPklEQVRLUVERmZmZNGnShNGjR/OnP/2JdevWMXbsWLZu3Wp3Hq1bt2bPnj3861//AiAlJYUBAwaQmJhIbm6urW27d+/Gz8+P9evXs3z5cv785z/z5ptv8tZbb9na9f3337Njxw6WL1/Oa6+9xtKlSxk/fjxff/01eXl5trZB+W8nKoYU7du3Z/Xq1cTHx/Pxxx/bXPZviYmJpKenk5CQQHBwMHv27OGHH35w7rVi9xR+x44dtG/fnvj4eB5//HGmT59OZmYm+fn5tjUVFhY6f/O0e/duTp8+ja+vL/7+/ixYsIDS0lJmzpwJ2PMbqor/xJWVlTF8+HBWr16Nj48Pw4YNo2fPnnh7ewP2rNuL/4N54cIF8vPz+f777/n88885cuQIq1evrvOmi13ct2XLFjIyMoiMjCQhIYFx48axdOlSduzYAdi3bivWW1JSkvM/cx06dKB79+7ccMMNzmXt6MvNzXUO2/fs2WPUtlHxfbSsrIwRI0bw6quvGrNdVPRVPHZpaalx20Zubq7z+9mnn35q3LaRm5vr/AXjt99+a9S28dVXX3Ho0CHnn8+cOWPMdgGwa9cu0tPTadKkCcOGDTPqewaUv2aHDx8GoKSkhIKCAqO2jYv7Nm/eTGZmpjHbxldffcXBgweB8u8ZFUMUE7YLgA8//NB56P7XX3/t0W2jQQwuunXrRo8ePVixYgWDBg3igw8+YOjQobRq1YpNmzZVOsa6rrVt25ZWrVpRWlpK48aNOXHiBA6Hg44dO7p+J+np5YeCxMWV71UBMHgw9OgBy5bBX/8KQ4aUHyYyfTq8+irY/EOzp3To0IHIyEimTJlCly5d2Lt3Lx988AFRUVGsWrXK9oltnz59WLJkCe+99x49evRg3Lhx9OjRg8cee4wnn3yyTn9QS09PZ8uWLc6/N2vWjKKiItLS0nj99dfJyMjg5Zdf5oknnqjzPULS09PZ/H/v3YCAAO68807uvPNOLly4gLe3N76+vuTn5xMQEFCnXRf3Vbx2ZWVlzm8SGzZsYMCAAUybNo3p06fbttfFpeu2SZMmFBUV8e233zJmzBhGjx7NhAkTuO+++4C6n8Jf3FdaWorD4eDHH3/kyJEjQPl5anr06IGPj0+ddkHlcwyNHz+e7OxsfvKTnxAWFsaWLVtYuHAhf/7zn3nllVd48cUXnYe01HXfAw88wMSJE2natCnjx48nMDDQ+R96Ly8vjh075vxzXbdVnJ8pOzsbLy8v/P39OXPmDEVFRSxYsIAFCxYA5SfHrsu9HC/uu//++zl58iRhYWF07dqVuXPnMmfOHHr16sWXX37Jf/zHf5Cbm2vLup0wYQITJkzgxIkT9O7dm5KSEhISEkhPT2ft2rUcOnSI559/nuLi4jrvGz58OBMnTuTee+8lIyOD8PBwI7aNirYHHniAe++9F4Bf/epXBAUFOb9/2bVdXNw3ceJE7rnnHjIyMnA4HEZtGxf3ZWZmEhoaatS2MXz4cCZMmMCvfvUr0tPT6dWrlzHbxocffkj//v1ZvHgxAF27diUkJMT27eLivgEDBvCnP/2J66+/ngcffJDAwEAjto2Kvv79+/OnP/0JAG9vb1q0aEFRUZHt20ZVfR07duQnP/kJzz77rO3bRkVbxR4zN954I2fPnuV///d/bd8uDhw4wK233srEiRM5deoUUP7atWvXzmPbRoMYXED5eRBWrlxJu3bt+OKLL+jQoQPR0dFs3rzZlv8sX6riH45PP/2UyMhI11fkokXQqxd4eZWfiHPWLFi5svy29eth1KjyQ0V69IDDh8vPeZGQABs31tIzqXvTp09n3759ZGdnU1paio+PD3feeSf79u0z4pCRJ598ksmTJ9OtWzeOHj3KokWLWLNmDSkpKXzxxRe1/vhlZWXMnz+fLl26MGXKFDIyMoDyHyA7dOjAJ598wt69e1m2bBnjxo3D4XDwyiuvOJepq7apU6eSnp5Oy5YtueOOO/Dz83NuFy1atKBz58510nSlvilTppCZmYmXl5dz2HnDDTdw+vRpFi1aRHp6OsuWLeOVV15h//79tvRVrNv8/Hx69+7Nyy+/THh4OGlpaSxcuJDdu3czf/58oG5ex0v70tPT8fLyom/fvgwZMoTJkyczduxYpk2bxqFDh+jbty8vvfSS82tr26XnGEpOTmbmzJlcf/31FBYWkpKSwk033US3bt2Ijo6mR48evPDCC7b0xcbGsnfvXn7/+9/Tpk0bysrKnL8xS0pK4q677nJ+nR2v3XfffceUKVO4cOECWVlZnDx5kuDgYCZPnkxAQADh4eHcfffdZGVl1XpbVX379u1jxowZNG3alJKSEv7xj3+wevVq5syZw5tvvkmPHj146qmngLrZNi7ue/bZZ0lKSmLGjBmMHTuW3/3ud6xdu5af/OQnjBgxgjvvvJPXXnvNeUhkXfQtXryYIUOG0Lt3b1577TWSk5OZP38+bdu2JT8/39Zt4+K2devWsXfvXp5++mlCQkIoLS11Dpbt2C4u7XvttdfYt28f06dPB/59smQ7t42q+ubNm4efnx/FxcW2bxsX9/3Xf/0XSUlJPPfcc9x7771MnjyZv/3tb7ZuG1D+PXbgwIEcPXqUzZs306tXL06fPm3794xL+9LT03nvvfdo3bq1EdvGpX3Hjh3jvffeA8q3jezsbFu3jUv7jh49yj//+U86duzIhQsX+OSTT2zdNi5uy8zM5JNPPmHSpElMmTKFNWvW2P49o2fPnvTp04eTJ08ybNgwoHzPZE9uGw1mcDFixAh++ctfMmbMGOfEsW/fvvj7+xtxhZGK39QmJiZy2223AfDKK6/w1FNPOU+YeJlvv4XvvisfRLz0Erz8cvkhITt3wvnzEBICzZtDkybwl7+Aw1G+x0VGBhhyMh5PGDp0KGPHjuWLL75wHkoQFRVlzAmHALZt28ZXX31FUFAQAIMHD+bs2bN1sgdBYmIiR44cITY2ll69ejl/MPz5z3+Oj48PBw8eZNiwYXz66ae0bNmSKVOmsGHDBqD2J/GXti1btgzgspM0fvzxx7Rv375Omq7Wt3TpUgAaN24MwPbt2/H29sbhcPCLX/yC//zP/yQhIYGwsDBb+irW7aBBg/Dx8eG1116jR48eOBwObrnlFl588UWWLVtGaWlpnbyOV3r9brnlFpYvX86YMWPIzc11HrY3Z84cZsyYUWe/Jbj0HEPr16/ntddeY8CAAYSHh7Nr1y5uueUWYmJiKC0tJSoqimPHjtna9+677zrPS1OxjWRnZ3PjjTc6v64uLrtc1fmZ3n33XU6cOEGbNm0ICwsjMzOTNWvWkJmZSWZmJk8//XSdbRtVvXbr1q2jX79+9OnTh127dnHgwAHn8pMmTWLnzp0UFhbWybZxad+7777LunXrOH/+PKNHj+bmm2/m6aef5vnnn+fee+/lhRdeYOPGjeTl5dVJX7NmzXj//fdZsmQJQUFB9OrVi2+++YZhw4bRqVMndu/eTb9+/WzZNqpqq9hl38vLy/n4dmwXVfXdcMMNHDp0CIfDQUhICO3btyc9Pd22baOqvqSkJG699Vb69u3LV1995TxxI9T9tlHV+t27dy+BgYGMHTuWW265hRkzZtiybVT8m3vmzBlatWpFz549Wb16Nd27d6dLly588cUXtn7PqKrvzTffpKCgAC8vL+fPP3ZtG5f29ejRgzfffJNTp04REhJC27Ztbf2+UdXrt2bNGrp27Uq/fv3YuXOnbd83Lm274YYbWLNmDadOnWLs2LHceOONPPPMM7Z9z0hNTeXnP/+5c0+QDz74gOTkZIYMGUJ4eDh79uzxyPeMBjO4aNy4MWvWrKGgoIA77riDJUuWMHr0aAYMGECrVq3szqNRo0aUlJQ4z9kwZMgQFi5cyO23306zZs3+veDF56gIDob774dBg+DCBQgMhJKS8hNw/t8PVjRvDrt2QcUlaHbvBm9v6NSp7p5cLWvatCkrVqxwnpAwLi6Om266iYiICOcPu3YbOXIkOTk5zJo1iw0bNnDzzTfTrl07OtXBeuje/f+3d+9BUZZ7HMC/KwioaJJ6UtSDN0YSQQ0vC6IsUGk67Nh0MsvRkONoYabgJUVLKkW74KiTl5mcEPNSWpIbeEvIcRwFncRVuVQjo44gWAiNICLI7/yx7goIVod1nzf9fmYYeXeXd7++D8++y2+f93kGYPbs2Zg9ezYMBgMyMzNx7NgxuLq6YvLkyTh16hRycnJsn97W1taiR48eEJGHXqVtnO348eO2USjWSwqqqqpw/PhxREVFAQB++OEHbN269aHm+iv5qqqqMGLECKSlpcHLywvnzp1Dr1694OvrizZt2ijJZ21bFxcXTJ8+HX379sXp06dtj+/atSv8/Pxsy2WpyGc9fjU1Nbhw4QK6du2Kdu3aAbBcWjVw4ECHjZRqPMdQ69atMWjQIOh0OkRHR+PatWtISkpCSUkJnJyccPXqVfj4+DhslN6fzYHUqlUrlJSUoLKyEoMGDcKPP/6Ifv362QpEKrLV1NTg0qVLOHv2LPR6PRISEnDq1Ck8++yziI+PR7WD5llqrm0BICoqCgaDASaTyfbBhXVouru7u7J8w4YNQ3V1NcrLy23zIlk/1MjOzsZLL72E9u3bOyTfzJkzMXToUOTm5mLgwIFIT09HUFAQjhw5gvHjx+P69etITk5W0jcaZzt8+DAMBgNSUlJsrx3FxcWoqKhweL94UL69e/fi6NGjyM3NRVBQEFasWKGkbzTXthkZGQgPD8dzzz2H1NRUlJSUAHB832gqX2hoKFJSUmA2m3Hu3DnodDolfcP6B1ZVVRVee+01GAwGXL16Ffv27cPatWtRVlaGpKQkFBcXKzlnNM4XEhKC0tJS7NmzBwDQunVrpX2juXwmkwkAkJeXB71er6xvNNe+aWlp+OijjxAeHg6TyaSkbzR37KwfNObk5EBEbMUpR58zFi1ahFu3bmH69Ol4+umnsWjRIkycONG2sqLdzhnymDl//rxs2LBBjEajJCYmqo7TgNlsFp1OJ127dpWPP/644Z3Xr4tMmyYSGdn0D9+5Y/k3IUHk/fct39fVidy+LTJlikjv3iIGg0inTiIbNjy8/4RCZrNZVq9eLREREbJ69WrVce7zzTffyNSpU0Wv1yv73cvPz5fIyEiZNGmS7bb33ntPRo0aJfPnz5eCggIJCgqS+Ph4ZdleffVV2211dXVSVFQkkydPlvz8fBk3bpx06tRJvvzyS03kCwwMFHd3d1m3bp2IiJw8eVJ69Oghv/32m7J8jds2ICBAYmNj5cKFCxIeHi7Tp093eLb6+eofvzlz5sjEiRNl3759Ul5eLuHh4TJ58mS5ffu2Q7Pdufv6mZWVJXq9Xmpra0VEJC0tTUJCQmTIkCESEhIi3bt3l8zMTIdma5wvMDBQ6urqbPdt3bpV/P39xWg0SufOnWXjxo1Ks1mP3ZIlS+Tzzz+3Pa6wsFB27tzp0GyN89VvW5PJJHq9Xvz9/SU0NFQ8PT3l0KFDSvMFBgbatj/88EPR6/USGRkpRqNRPD09Zd++fQ7Pl5mZKSkpKSIiUlZWJkajUebPny/r1q2TMWPGyODBg5X1jcbZJkyYIDNmzJDLly/Lrl27xM/PT1m/aCqf0WiUJUuWyCuvvCLbtm2zPU5V32iubVevXi0Gg0H8/PyU9o2m8i1cuFAiIyPFYDDI66+/7vC+YX3tfffddyUuLk5ERFauXCkGg0Gef/55efvtt2Xs2LHKzhlN5Vu1apWEhobKiBEjJCMjQ3bv3q3snNFcPoPBIBERETJ06FClfePP2jc6OlpCQ0OVnDcedOzGjBkjwcHBYjAYZNq0acrOGQkJCeLj4yNJSUkiIvLrr7/K2LFjJS4uTpKSkiQsLKzFfeOxK1xY1X/jpxW3b9+WxMREqaqqanhHTo5IaKiIj4/IiBEie/ZYbr/7BqyB0FCRep3eJitLZMcOSyHjEafFtrW6c+eO7Y2zKrt27ZLg4GBJTk4WEcvvXUpKioSGhoq3t7fMnDlTebb6J66DBw+KTqeTNm3ayFtvvaUsm8i9fNYX5foFCusfHCo1btuqqirZuXOnjBw5Ury9vSU6OlpT+S5cuCAzZsyQ4cOHS8+ePWXWrFlK861atUqioqIa3FZaWirffvutrF27VlGqe5rKt2LFCnFzc5N58+YpSmXRVDarW7duOTjN/ZrKV1JSIjt27JA1a9YoSnVP43yVlZWSnp4uS5YskQ8++EBhMgvr69v3338v/fr1k+zsbCktLZXdu3fbCreqs6WlpYmXl5ecOXNGVqxYIS4uLsr7hci9fHv37pX+/fvL6dOnbfdVV1erimVTv229vb3l9OnTUlJSItu2bdPE6541n8lkEl9fXzl69Kikp6fL4sWLlfWNpUuXSkZGhoiIGI1G0el0EhAQICIiv//+u/J+0Tifs7Oz+Pn5iYjI8uXLlfeNpo7fsGHDGjxGZd94UPsWFxcr7RtNZQsMDBQRkcOHDyvtF9XV1XLy5EkRuddvv/76axkwYIBUVFTY5Zzx2BYu/lHOnRNJTrYUH+bNE3nhBRFrh67/R3phoYiX173t7dtFFHxCQ9pkLegUFhZKbGysREREiIjlzUpBQYGIiJSXl2sim9FoFBGRQ4cOyTvvvCOxsbFy+fJlJdmaymc9diaTSX755ZcGj9FSvtTUVCkoKJDa2lplbfugfAcPHpTc3FwpKiqSkpISZfmsxcRJkybJrl27RERk/fr1MmfOHCkrK1OWy6qpfJ999pnEx8eLyWSS4uJiTWXbsGGDxMTEKM1l9aC2VdknrJpr27lz58rNmzdVRmugpqZGRERycnKkT58+kpubqzjRPfWz9e7dW4qKiiQ7O1uuXr2qOJlF/Xx9+/aVvLw8xYka0nLbitzfvtbjp/Kcu3jxYunevbt07txZRo4cKXFxcTJq1Cg5ceKEskz1NZUvODhY8vLy5OzZs8r7RlP5Ro8erWREY1O03L7Nta312Kn+8Nb6/NaRs8ePH5eAgAC7vR9wfjhXupBdPf008O9/Ax06AH/8AZw5Y1k5JCbGMsmmdVKTa9eAceMAsxmYORO4cgX48ku12UkzrJP5eXp6YurUqZgyZQqcnZ3Rp08ffH93lZknnnhCM9latWoFPz8/bN++HQMHDlSS60H5nJ2d0a9fP+zdu9f2GK3l69OnD1JTU+Hk5KSsbZvL5+TkhL59+yI1NRXdunVTlg1oeo6hS5cu4YsvvlC2BO+f5bt48SK2bNmC8PBwzWWzHrunnnpKabbm8lknRlTZJ/5KPkfNlfNnKisr0apVK5jNZkRFRSE0NPTvLdn+EDWVzcPDQ/lrilXjfAaDAV5eXqpj2Wi5bYH784WFhdnmLlN5zh02bBgyMzMRExODiIgI29Le1gnYVWsqn3VVER8fH9Xxmj1+Hh4eipNZaLl9m8tmfa+isl9Yn//27dtwcXFBdnY2oqOjMX78ePu9H7BL+YMcp7xcZPlykeBgkUuXLLdZh6ivXSui04l07CiigaGlpE2VlZUSFBQk7du3l02bNqmO04CWs4kwX0tpOd8D5xjSAC3n03I2EeZriTt37khGRoYYDAbp1q2bfPLJJ6oj2Wg5mwjztZSW8zWeh0n1p9yNMV/LaDmflrNZnT9/XkaPHi0eHh7y6aef2nXfTvHx8fH2KYGQQ7i5AW3aWFYHyc8Hxo69N+LixAnAz8+yPOrd9XOJGjt16hRu3LiB/fv3Q6/Xq47TgJazAczXUlrO9+STT6Jjx47Yvn07QkJCVMe5j5bzaTkbwHwtodPp0KVLF3Tu3Bnr16/H6NGjVUey0XI2gPlaSsv5nJycAFhW/am/BK9WMF/LaDmflrNZderUCW5ubti8ebPd+61O5O7CsKRGWRnwxBPA31ljt7oa+OYbYPNmIDAQyMgAPvnEsizq3V9oouaIiCZf6ABtZwOYr6W0no+IiIiItIlzXKjy66/ArFmAq6vla80aoEePv/azrq5A27ZAZibwyy/AihXAqFEPNy89MrT8h6OWswHM11Jaz0dERERE2vQ3PuYnu/n4Y0uhYdAgIDkZyM0FFiwA6uosX1Z37jT98z/8ALz6KvD220BhIRAZ6ZDYRERERERERI7GERcqtG0LpKYCQ4datv38gAsX7r9cpPFlH9YVRAYMAIqLAQ3Mdk9ERERERET0MHGOCxVqaoDWrS0jLSZOBK5eBf77X8t8FQEBlqVPAeD6dcvlJCEhwBtvALW1gDNrTURERERERPT4YOFCpawsS9FiwgSgvByYNg3417+ARYuA3r2By5eB//wHqKiwFDmIiIiIiIiIHjMsXGhBXZ3lMpF9+ywjLPbsAYYMsdyXnw/4+KjNR0RERERERKQIJ+fUAuuEnL16Wea1aNv23n0sWhAREREREdFjjIUL1SorLXNe/PSTZaUQg+HeHBdEREREREREjzkWLlSqqwNOngTGjQMiIoApU4DNm4E2bVQnIyIiIiIiItIEznGhWkUFcOgQMH484OqqOg0RERERERGRprBwQURERERERESaxUtFiIiIiIiIiEizWLggIiIiIiIiIs1i4YKIiIiIiIiINIuFCyIiIiIiIiLSLBYuiIiIiIiIiEizWLggIiIiIiIiIs1i4YKIiIiIiIiINIuFCyIiIiIiIiLSLBYuiIiIiIiIiEizWLggIiKif5SLFy9Cp9PB3d0dy5Yts9t+AwIC4ObmhsGDB9ttn0RERNRyLFwQERGRXT3zzDP47rvvHvrzXLlyBe+//77d9vfTTz9h06ZNdtsfERER2QcLF0RERGQ3NTU1yMnJgb+/v+ooRERE9Ihg4YKIiIjsorCwEB06dEBNTQ38/f3h7u4Os9nssOc3GAxYs2aNbXvChAmIj4+3bV+/fh1GoxEdO3ZEp06dEBYWhrq6OoflIyIiov+Ps+oARERE9Gjo3r07Nm/ejI0bN+LYsWOq49wnMTERlZWVKCoqgpOTEzIyMqDT6VTHIiIioj/BERdERERkN9nZ2RgyZIhte/ny5UhLS2v28VlZWTh//rwjokGn06G8vBwFBQVwdXXFCy+8wMIFERHRPwALF0RERGQ32dnZDVblMJvNGDRoULOP37FjB27evOmIaFi4cCEMBgNefvlldOnSBXPnzuWlIkRERP8ALFwQERGR3ZjN5gYjLq5cuYIePXoAAFauXInw8HB4e3tjy5YtOHDgALZs2YKFCxciISHBLs9fXV1t+/6PP/5ocF+HDh2QmJiIvLw8HDlyBMnJyThw4IBdnpeIiIgeHhYuiIiIyC5qampQVlZm266oqIC7u7tte/bs2UhPT0d2dja2bt2KsWPHwtfXF0eOHEFcXJxdMphMJlRWVuLMmTM4ceIEbty4gZqaGgDA/v378fPPP0NE4OzsjLq6OnTo0MEuz0tEREQPDyfnJCIiIrto3bo1YmJiEBYWhtraWhw6dAh+fn4ALCt6LFiwAAUFBaiurkbv3r1x5coV9OzZ064ZPD090b9/f3Ts2BEJCQn48MMP8eKLLyI4OBgFBQWYNWsWrl27Bg8PDyxatAjBwcF2fX4iIiKyP52IiOoQRERE9OjZuHEj2rVrh6lTpyI2NhZ6vR4TJ05EQkICXFxc4Ovri6ysrAZLlv4Vly5dQv/+/eHm5oaYmBgsW7YMgGU51DfeeAOTJk36v/IOHz4ceXl5GDBgALKysv6vfRAREZH9ccQFERERPRRmsxlvvvkmAGDkyJFYunQpTCYTSktLMW/ePPTq1QsLFixAfn4+vvrqq7+8Xy8vL9y6dcvueU+ePGn3fRIREVHLccQFERERPRJaOuKCiIiItImFCyIiIiIiIiLSLK4qQkRERERERESaxcIFEREREREREWkWCxdEREREREREpFksXBARERERERGRZrFwQURERERERESaxcIFEREREREREWkWCxdEREREREREpFksXBARERERERGRZrFwQURERERERESaxcIFEREREREREWnW/wCowYHOGdzTGAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3X98zfX/+P/b2e/ZsV9+boyxGF5EQhcSw4soISxiMZVKb70T84qhRn62SkX0elXMz2hKfpSSZl6t8KYSYTSaGdms/WC/jv04nz/23fPbsV9n52w7j+V+vVxcXjrn+Xye2/N51nqdx3k+nw+d0Wg0IoQQQgghhBBCCKEgO1sHCCGEEEIIIYQQQlREBi6EEEIIIYQQQgihLBm4EEIIIYQQQgghhLJk4EIIIYQQQgghhBDKkoELIYQQQgghhBBCKEsGLoQQQgghhBBCCKEsGbgQQgghhBBCCCGEsmTgQgghhBBCCCGEEMqSgQshhBBCCCGEEEIoSwYuhBBCCCGEEEIIoSwZuBBCCCGEEEIIIYSy7siBC51OZ+sEIYQQQgghhBDijmLpZ3GHGu6oN2TwQgghhBBCCCGEUN8dO3BhNBptnVCh+Ph4OnToYOuMClXZd+UKhr59cY6LgxYt6i7s/6Py8VO5DaTPWir3qdwG0mct6bOcym0gfdaqqz6DwcC1a9fw8/PDzq7qE5rz8vJISUmhVatWZi1vC8XFxcq2gfRZQ+U2kD5r1XVfQUEBV69excfHBycnpyqXt/QEAnWPeC2IiooiKCjI1hlVOnfunK0TKmVOX8GtW3VQUj6Vj5/KbSB91lK5T+U2kD5rSZ/lVG4D6bOWyn06nU7pDz9CCGEOe3v7OnmdO+q3ZWhoKLGxsbbOEEIIIYQQQgghhJnuqIELIYQQQgghhBBC1C8ycCGEEEIIIYQQQghlycCFEEIIIYQQQgghlCUDF0IIIYQQQgghlBQREcHDDz/M0KFDue+++4iOjiYlJYV+/foxYMAAxo8fT2FhIceOHWPq1KlAyb0Njx8/buNyUZPuqIGL+jKrSGBgoK0TKmVOn6MZU+HUFpWPn8ptIH3WUrlP5TaQPmtJn+VUbgPps5bqfaKsiIgIQkNDbfLaQUFBuLi4oNfr0ev1Jh3JyckEBQXRoEED7r33Xk6fPm2TxvJY2rZr1y769OmDs7NzmWMeFxfHPffcg16v59577+XEiRMAnD9/nu7du9OmTRv27NljcXNqair/+Mc/uHXbTIQRERFMmTKlzPKvv/46Op2OgwcPEhsbi4eHB/v37+fgwYN4enpy+PBhevbsiY+PDzNmzKB169b06NHD4r7bfffdd+h0OqKiorTHBg8eTJMmTfDy8mLQoEEmsxjl5eXx7LPP4u3tjaenJy+88IJZ61nTc/z4cXr27ImnpyddunTh4MGDFu3r7fr06aPEz/sdNXBRX2YVUXk+dDCvz9mGAxcqHz+V20D6rKVyn8ptIH3Wkj7LqdwG0mctlft0Op2tEyql+lSttdX3/vvvk52dTXZ2tsmHwmeeeYZOnTrx559/MmbMGB5//HGb9JXH0jYPDw/CwsJ45plnTJ7Pz88nODiYWbNmkZmZyejRowkODsZoNBIREcGqVas4evQor732msXNy5cv56mnnsKpnM8M5f274ebmRrNmzWjQoAG5ublkZmYyYcIEBgwYwFdffcWNGzcAmDZtGmvXrmXatGkWt92usLCQOXPmaL9PSo/fihUruHLlCunp6YwbN46QkBBtnZdeeonz589z+vRp0tLSePbZZ7XnKlvPkp5SkydPZsyYMWRmZvLyyy/z2GOPUVxcbOlua2bOnMmrr75q9XaspfZvJCGEEEIIIcTf3uHDh9Hr9SxdupQtW7ZoZz1kZWXVyPbfffddZs2aRUJCQrXXvXHjBvv37yc8PBxXV1dmzZrFxYsXOXPmDAD+/v4mX47qdDoSExO1f/7tt9944IEHcHd3x9fXlzfeeKPMa1y5coUOHTqwc+fOGm2rTFBQEKNHj6ZRo0Ymj587dw6DwUBISAgODg6EhYVx8eJFTp06hdFoLHdQJi0tzexmg8HAxo0bmTBhgvZYdd5/o9HIli1bGDx4MAcPHqRv374YjUYAZs+ezb///W/CwsLKrGfpMV61ahUPP/wwzZo1M3m8e/fuODk5UVxcTFFREWfPngVKzrbYsGEDa9aswcfHBwcHBzp37lzletb2JCUlMWrUKOzs7BgzZgxpaWn8+eefQOU/o1X9fA4fPpyYmBhSUlKq1VnTZOBCQfHx8bZOqNSRI0dITEys8M/ly5fJyc0lIyPDJn0qHz+V20D6rKVyn8ptIH3Wkj7LqdwG0mctlftKP2ipqia+qa2O3r17k52dTXh4OBMnTtTOevDw8KiRvlGjRmFvb0/fvn0ZOnQoe/bsKXcbs2fPpnHjxgwZMkQ7hT8hIQE3NzcaNGhAUFAQubm5tG3bttJT/P+67VdffZV77rmHzMxMTp8+Te/evcssX1BQwLlz56o9UGNtW3luP+PBaDRiNBpJSEjg1Vdf5fnnn6dnz54sWLCAb7/9lgkTJrB9+3azm48cOUKTJk1o3ry59thf3/8JEyZU+f4PGjSItWvX8sgjj5CZmQnAxx9/zF133UVoaCgBAQFs27bNZB1LjvG1a9dYv349M2fO1B776/EbPnw4Li4uPP/88zz33HNAyeU0Dg4O7Nixg6ZNm/KPf/yD3bt3m2y3vPUs7Sk1ffp0du7cSUFBATt27KBnz540adKkym1W9fPp4uLCvffeyzfffGN2Z21wsOmri3KdO3dO2VMb09PTGTjon+Tl5lS4jC8QA4zofT+HL/2Ot7d3nfWB2sdP5TaQPmup3KdyG0iftaTPciq3gfRZS/U+YZ64uDjCwsJo2bIlO3bsqHTZxMREzp8/z5AhQ0web9WqFa+//jpLlizh888/59133+XFF19k6dKljB8/HoDIyEg6deqE0Wjk1VdfZeTIkfz666/k5OTQsGFDcnJyOH36NDk5Obi7u5OdnW32PqSmppKSkoKPjw/3339/mef9/f0tGsyqibbbBQYG4uzszKZNmxg3bhwrVqzA3t6e3NxcOnTowI8//shnn33Gxo0b6devHx9++CENGjQwe/unTp2iffv2Zi8fEREBoF26U/q/J0+erHCdhQsXlnnMkmMcFhZGeHg4Li4u5T6/d+9e8vLy2LhxI+3atQNKzoLJz88nOTmZpKQkvv/+e0aNGkVCQoJ2lkR561nb89BDDzF58mQWLFiAh4cHX3zxhdnbrerns2PHjpUe77ogZ1yIarlx40bJoEXQXBgWWf6fAfPB1Zvs7Bva9WZCCCGEEEJYom/fvmW+Pa9IYmIi+/fvr/B5R0dHunbtyj333ENOTg5XrlzRnuvZsydubm7o9XoiIyNJTk7m/PnzuLm5kZ2djZ+fH9evX6dly5bcvHkTvV5vVlNkZCTOzs50796dwMBAPvvsM7PWM4e1beVxdnYmOjqat99+G19fX65du0b79u1xd3fn2LFjBAcHk5+fz8qVK9m+fTsdOnRg7969Zm8/KyuLhg0bWtxXV77//nsuXryoDWxVxNXVlalTpzJx4kTS09Np0KABhYWFhIWF4eLiwqBBg7jrrrv4v//7v0rXs6YnMzOT4cOH89Zbb5GXl8euXbsYOXIkV69erXK75vx8NmzYUDuzxVbkjAthGVdvcGtc/nN29iV/hBBCCCGEqAZzb2qZkpLCuHHjsLe3p1mzZmzevJlPP/2UZcuW8eeff3L8+HFWrVpFly5dgJIbTu7YsYMPPviAS5cu8cwzz3Dq1CmaNm1a7vZ1Op3Wctddd5Gdnc2VK1do0aIFt27d4sKFCyaz1hgMBgBu3rxZZlstWrRgw4YNGI1GPvjgA5599llGjx5dreNSEXPaLNG3b19+/PFHADIyMmjRogV33303zZs359NPPwUgPDyc6dOnM2jQIB555BGGDx9u1rY9PT3LPU5Q/vtfE2fcWOLYsWMcPnzY5NKZQ4cOcfbsWVasWFFm+ezsbC5evEhAQAA6na7cS27KU7peVWepV9QTHx/P6NGjcXZ2ZtSoURQXF9O3b19atWrF999/T3BwMFDxz6g5P583b97E09Oz0r7aJmdcCCGEEEIIIZTQvHlzzp49S1FRUaXLlTcd5rhx43j77bcZN24csbGx2qAFlEynuXHjRmbOnMmFCxcIDw83GbTIzMzkq6++wmAwYDAYWLhwIT4+PtqZBkOGDGHZsmXk5+fz1ltv0bZtWzp16qStHx0dTWFhIR988AGAyb3edu7cydWrV9HpdNjb25d7NsSVK1e46667qn02hjltFW27qKiI/Px8CgsLtb+XHvf4+HgMBgOZmZm88MIL9O/fH39/f5NLFIqKinB0dMTBwYHCwkKzm7t06VLhPTiaN29OfHy8yftfU2fcVPcYz5gxQ7u/h9FopH///qxfv55ly5Zx9uxZPvnkE3JycjAYDCxatAhHR0c6dOiAl5cX/fv356233qKgoIBDhw6RkJBAr169Kl2vqs6KepYvX067du3Izc1lz549GI1Gjh8/ztmzZ022W9HPqDk/n2fPnuXuu+8267jVFhm4ELUqOTm50ht5JiYmmnVqlBBCCCGE+Pt77LHHcHNzo0WLFrRs2bLCy44rmg6zInPmzGH//v2MHDkSe/uyZwYXFBQwZ84cGjVqRPPmzTly5Ai7d+/GwaHkBPV///vfnDp1Ci8vLz755BM+/vhjk/UNBgPNmzcnLi6OyZMnm0x/efz4ce699170ej2rVq1iw4YN5b7+hQsXLLrMuqq2ira9adMmXF1dWbJkCZs3b8bV1ZVNmzYBJR9mmzdvjp+fHwaDQXv8r1544QWWLFlChw4dePnll83uve+++0hLS+OPP/4o85y5739KSgr9+vVjwIABjB8/nsLCQrZv386MGTPYvn07QUFBnDp1yqzjYAk7OzveeecdWrZsSZMmTdi/fz979uzRPvSvW7eO06dP4+npyTPPPMOmTZto3rx5letZ2ln63oeHh+Pp6cn48eN55513TAbvbv8ZnTp1KlD1z2d+fj4//vgjgwcPtuaQWU0uFRG1w1gM6HjggQeqXLShuyeJv1+o85t4CiGEEEIItXh6ehITE1Pm8QYNGmhTOwJs3bqVwYMHM23aNEJCQrTT8J2cnCgoKCizvpOTU6Wv26RJE06cOFHh835+fhw6dKjC5+fNm2fy4f6vM08sWbKEJUuWVPr6lt6c05y2irYdGhpKaGhouevMnTuXuXPnVvq6LVu25KeffqpWK5TcQ2Py5Ml8/PHHZWbH8PT05MCBA1VeMlR6xo2LiwvPPfecdsZNs2bN2Lt3b7lTzlpzjAFtOtHi4mICAwP5/vvvK1y2TZs25b4nVa1Xnc6/Tm8KJTfnfOihhyguLi73+N3+M1qqqp/PPXv2MHDgwDLTr9a1O2rgIioqSrsLrcqsvSZNCUYjYCy5iadrJQMSeencjF3GjRs3amzgQuXjp3IbSJ+1VO5TuQ2kz1rSZzmV20D6rKV6nzBf06ZNadq0Kf369WPlypUMHDiQ0NBQvvzyS5MPeV26dGHu3LmEhITwyiuvVGv2ClF3Xn75ZQYMGMD06dOrHFQqT2ZmJs8//zwZGRn8/vvvPPLII7VQKQDeeust7fISW7qjBi5KRxVvv1GKav5W03ZVdhPPWqLy8VO5DaTPWir3qdwG0mct6bOcym0gfdZSuU/1/z9q7k0y69L27dtN/rm86RkbNmxY6dkHdUXF41dKhbamTZty+vTpcp8rr+/2M262bNlSrTNuapIKx68yNd13+PDhGt2epdQ+6kIIIYQQQgihsMTERKUHyf4O/nrGzY8//sigQYNYu3YtjzzyiMk0nV26dOHEiROEhIRw/vx5Gxar5e/wMyoDFwqKj4+3dUK9pvLxU7kNpM9aKvep3AbSZy3ps5zKbSB91lK5z5pr7evCX+/RoCLps5zKbVBx3/bt2/nvf//LvffeS7du3Th58iR79uxh79692lSspWfcbN68udYuE6qvx6++k4ELBVU0PZAwj8rHT+U2kD5rqdynchtIn7Wkz3Iqt4H0WUv1PiGEEOaRgQshhBBCCCGEEEJUW12dPXZH3ZxTCCGEEEIIW7O3t8doNHL9+nWcnZ1xdHTUbqinyk07K5pSURXSZzmV20D6rFXbfUajUftTUFBAXl4eOp0Oe3v7WntNkIELIYQQQggh6pSTkxPu7u4UFxdz8+ZNCgsLbZ1UhtFoVGYQpTzSZzmV20D6rFWXfY6Ojjg5OdGsWTMZuBBCCCGEEOLvxsnJCb1eD/z/p1qrdMPO7OxsrU9F0mc5ldtA+qxVF32lAyN1OYAjAxdCCCGEEELYkC0+BFTFzs5O6dPhpc9yKreB9FlL9T5L/S32KC4uDp1OR1pamq1TakRgYKCtE+o1lY+fym0gfdZSuU/lNpA+a0mf5VRuA+mzlsp9jo6Otk6olPRZR+U+ldtA+qylep+ldEaVzkmz0JgxY0hKSmLfvn00bty4yuV1Op1Sp+LVJ4mJibRp0waGRYJb+cfaNy+DmJjFDMxL52olywGQkwb7ZvP777/j7+9fO9FCCCGEELXIYDBw7do1/Pz8/pbfdAohRE2x9LN4vf/NumfPHvr27Yubm5utU4QQQgghhBBCCFHDbH6Pi9WrVxMVFcWpU6cYNmwYn3/+ufZcQUEBL730Elu3bgVg4sSJrFy5EgeHkuzi4mLWrl3LZ599xq5du2zSXxvi4+Pp0KGDrTPqLZWPn8ptIH3WUrlP5TaQPmtJn+VUbgPps5bKfTk5ORQWFnLr1i0KCwspLi62dZKJO33KR2up3KdyG0ifteqiT6fTodPpcHBwwNnZmQYNGmif0WuLzQcufH19mT9/PgcOHCA5OdnkucWLFxMXF8fp06cBGDZsGEuXLuWVV14BYOvWrYwYMQIXF5c6765N586dU/Y/svWBysdP5TaQPmup3KdyG0iftaTPciq3gfRZS9W+wsJC0tLScHR0xNnZGTc3N+2DgCpkykfrqNynchtIn7Xqos9oNFJcXExBQQE3b97kxo0b+Pr61uqAic0HLkaPHg3AiRMnygxcrFu3jpUrV+Lj4wPAvHnzCAsL0wYuTp06xY8//sjnn3/OyZMnmTBhAvv376/bHRBCCCGEEKIaCgoKMBqN+Pj4KPsBSL5Vto7KfSq3gfRZq677ioqKSE5OprCwECcnp1p7HZsPXFQkIyOD5ORkunXrpj3WrVs3kpKSyMrKwsPDgxUrVmjPBQUFaZeUCCGEEEIIoTLVzrAQQiXXr1/Hzs6ORo0a1dg2s7Ozyc7OpnHjxrV+WcOdpK5+jyn7jmVnZwPg6empPVb695s3b+Lh4WGyfGxsbIXbioiIYOHChSaPVXRPjMDAQO2Uwvj4eM6dO1fny9WHvpq2f/9+mjVrVmN9Kh8/WU6Ws8VypaRP+qSvYtInfZYu5+zsTEBAADk5Oeh0Ou0SECiZcaSgoMBkO7du3QJMvxmt6h4XtlhO+v6+faWPq9rXs2dP9Ho9v/76a429bmRkJIsWLeLYsWN0797dqu2pfvzqsq+4uBij0Uhubi63bt2q8vefpZSZDjUiIoITJ05oN+fMyMjA29ubhIQEAgICAEhISKBdu3ZkZmaWGbioDtWnQ921axcjR460dUa56sN0qCofP5XbQPqspXKfym0gfdaSPsup3AbSZ6266qvudKh5eXmkpqbSunXrWm+zlJwObx2V+1Rug5K+tm3bmgxc1ITSL7OPHTtGjx49rOpT7fi5uLhgMBgAeP3115k9e3advXZxcTGXL1/Gx8fHrEtF/nbToXp5edGyZUtOnDihPXbixAn8/PwsHrSIiooiKCiohgqFEEIIIYQQQtS0xMTEGh20gJKBC6PRaNWghaqWL1/Oc889Z+uMWmXzgYvCwkLy8/O1aaDy8/O10+emTJnCkiVLuHbtGteuXWPp0qU8/fTTFr9WaGhopZeUqOKvp9WK6lP5+KncBtJnLZX7VG4D6bOW9FlO5TaQPmup3ifEnSYiIoJevXrRvn17Bg4cSEhICI0aNeLrr78GICwsDHt7e3Q6HZ07dzZZ99KlSwwZMgS9Xo+Xlxf//Oc/tbMMMjMzGTNmDJ6enri7u3P//fdz9epVAH799VftnjI6nY7jx49r24yKikKn0xEWFoaPjw/+/v4mzy9ZsoTGjRvTq1cvxo8fj06nIzExscr9jImJoWvXrri4uODj48OsWbO05yIjIwkICMDFxQU/Pz8WLFgAlNz6wMXFhbFjx9KmTRtefvllvLy8tFseBAUFodfrmTdvHnq9ngceeEDbxxkzZjBu3LgKe1auXElAQACenp6MHDlSWw/g3XffpXXr1ri4uNCuXTu2bNlism5aWhrx8fFkZWVVud+1yeYDF4sXL8bV1ZUlS5awZ88eXF1dGTJkCAALFiygd+/edOzYkY4dO9KnTx/Cw8NtXFz7VJy2qz5R+fip3AbSZy2V+1RuA+mzlvRZTuU2kD5rqdyn+o05VTsV/nbSZzlbt/30009069aNgwcPkp6ejouLCxs3bgTgkUceITIyEi8vrzLrzZs3j5iYGKZNm8a0adPIzMzU7p/wxhtv8NlnnzFu3DhmzJiBk5MTGRkZAPj4+BAZGcngwYMrbNq9ezfjxo3j0qVLLF26FIAjR44wf/58fH19ue+++/jkk08A847fpEmTSE1NJTw8nMcee4yLFy9qz3399dd069aNuXPn4ufnx+LFi7WZMQ0GA3Z2dly+fJk9e/bQqVMn/vOf/2jr5ubmEhcXR3BwMHFxccydO7fMa9/+u2XLli3MnDmTTp06MX36dA4dOsSECROAklsxvPjiizRt2pQFCxZw//33k5CQYLL+6tWr6dixIzt37qxyv2uTzW/OGRERQURERLnPOTo68t577/Hee+/VyGtFRUURFRVVI9sSQgghhBBCCFE9vr6+LF++nOjoaGbNmkVUVBQpKSkA9O/fn/79+7N69eoy6xmNRhwdHenevTsPPfSQNsBQ+hzA3XffzWOPPcaiRYu05xo1akRYWBjZ2dl888035TbNmjWLZ599lm3btvH7778D8OWXXwLw/vvv06dPH86cOUNMTIxZ+2g0GnF3d6dfv3706dPH5N4P0dHR6PV6UlNT6dy5M2PHjuWXX36hZ8+eQMllH0eOHGHMmDH4+/szbdo0k+1u27YNHx8fvv/+ew4cOFBlS1RUFO7u7qxcuRIHBwfS09NZu3YtycnJ2nHz9fVlxIgRdO7cWdlBVXWHAmtBfblUJD4+3tYJ9ZrKx0/lNpA+a6ncp3IbSJ+1pM9yKreB9FlL5T6VbxQPVc8uYGvSZzlbt9nZ2WlnLdjb22Nvb28y80RFfcuXL2fo0KE8+eSTNGrUiLFjx5KTkwOUXGIyefJkwsPDadasGYMGDeLatWtmN5VOu+ri4qK1lA6mtGnTBkCbMMKc47d161a8vb0ZNGgQjRo14tVXXwVKbpMwY8YMGjRoQMuWLRk7dixQciZFqdLjU96xcXJywsfHBwB/f3/S0tLKvPbtv1uSk5O5ceMG7dq1o02bNqxduxaApKQk2rVrx5o1azh79ix33303fn5+2mQZpUrvDRIaGlrlftemO2rgor4wZ0ovUTGVj5/KbSB91lK5T+U2kD5rSZ/lVG4D6bOW6n1CiBLmDOS1bNmSnTt3kpmZydtvv82nn37Kpk2bAPD09CQqKor09HR27txJTEwMb7/9tlVNjRuXzIxYegbGhQsXzF63X79+HD58mLS0NB599FEWLVpEfHw833zzDRs3bmTQoEFs3bpVu3+FuQOZt27d0u5PcenSJa0R0M7qyMvLM1mnRYsWeHl5sXPnTpM/7du3x2g0Mm3aNM6fP8/Fixfx9vYuc5NPVe5xYfNLReqSXCoihBBCCCGEEGp64403MBqN3LhxA4PBwBtvvIGHhwdTp05l2rRp3Lx5k44dO2ozT5Ze1rB48WJ+/vlnunXrxuXLl02e++qrr/j111/54YcfANi8eTOxsbGV3swSYOjQoSxdupRp06bRr18/sy8TAejduzf33nsvLVq04MyZM1qPo6MjAFlZWSQkJBAdHV2No1Pi8ccfp23btpw/f55JkyZpj7dp0wadTse6detwdHSkefPmTJkyhZCQEL799luioqLo1asXqampHDhwgF9//ZWEhASCg4MZPHgwbm5upKamlrlUZPXq1SxcuJD169fb9KyLO2rgIjQ0lNDQUGWv2xFCCCGEEEKIO9Xs2bPL/HPr1q2ZOnUqPXr04M033+Szzz7DxcWFCRMmaB/cu3btyqeffsrXX3+Nvb09w4YNY+bMmQBs27aNDRs2aNt85513AKqcFvWBBx4gIiKCVatW8f333zNy5Eh27dpl1s05e/Towa5du0hNTaVx48YsWbKEwMBA2rdvz/Tp09m8eTOJiYlMnz6d+fPnm3183Nzc6NOnD6tWreKBBx4wuc+Hj48PixYtYuXKlYSHhxMYGMiUKVOYPHkymZmZrF27lq+++opGjRppk2F4eXnh6+vLunXruHnzJgEBAbz++utm99SlO2rgQgghhBBCCCGEbfx1YobSyyOCgoK0541GI8XFxeUODjz99NM8/fTT5W53xIgRjBgxotznqjrr/q9nEdw+1en8+fO1+1OMGTMGgCZNmlS4rVKrV68u9wajOp2OVatWsWrVKu2xefPmaX8vPSZ/7bj9LIdly5axbNmycl93/vz5hIeHmxw/nU7HjBkzmDFjRpnlGzVqxBdffFHpvlQ2mUZdkoELIYQQQgghhBDiNj179mT48OEYDAb27NlDz549cXV1tXXWHemOGriQe1wIIYQQQgghhDCHh4cHK1euBKBPnz689957Ni66c91RAxf15R4XgYGBtk6o11Q+fiq3gfRZS+U+ldtA+qwlfZZTuQ2kz1qq9wkh1Hbw4MEyj9lqOtnY2FibvK4qZDpUBXXo0MHWCfWaysdP5TaQPmup3KdyG0iftaTPciq3gfRZS+U+1b9IM+cGhLYkfZZTuQ2kz1qq91nq77lXQgghhBBCCCGE+Fu4owYuoqIobk+mAAAgAElEQVSiTO5aq6r4+HhbJ9RrKh8/ldtA+qylcp/KbSB91pI+y6ncBtJnLZX7SmcPUJWtToc3l/RZTuU2kD5rqd5nqTtq4CI0NLReXBt07tw5WyfUayofP5XbQPqspXKfym0gfdaSPsup3AbSZy3V+4SoD4YNG8aWLVtsnWGxXbt20adPH5ydnU2mFk1KSkKv15v80el0fPrpp0DJ74+hQ4fi6emJv7+/Ra/9r3/9i/fff9/s5WNjYwkMDMTNzY1HH32UmzdvmrXe4MGDadKkCV5eXgwePLjc330JCQm4uLhoU5vm5eUxatQomjdvzsKFC8vd7po1a5gzZ47Z/bXpjhq4EEIIIYQQQghhvn379jFx4kRbZ1jMw8ODsLAwnnnmGZPHW7VqRXZ2tvbn559/Rq/XM3ToUAAcHBwYP348b731lkWvm5KSwrZt25gyZYpZy+fm5hIcHMyCBQtISUmhqKiIefPmmbXuihUruHLlCunp6QQHBxMSElJmmZdeeol//OMf2j9v2rSJXr16cenSJY4dO0ZCQkKZdZ566ik2b97M9evXzeqoTTJwIYQQQgghhBDCxEcffYRer8fe3p6oqCiT50JDQ3nmmWfo06cP7u7uTJ06tcz6kyZNYtKkSXVUW7GgoCBGjx5No0aNKl1u/fr1PProo7i5uQEQEBBAaGgobdu2teh1N2zYwPDhw3F2djZr+YMHD+Lp6UlISAh6vZ5//etfbNu2zax1u3fvjpOTE8XFxRQVFXH27FmT53fu3ImPjw9dunTRHjMajdqNPI1Go3b5WlpamraMs7Mzw4YNY9OmTWZ11CYZuBBCCCGEEEIIYeKpp54iOzubBx54oNznv/76a7Zv386vv/7Ktm3b+Omnn0yeT0pKIikpqS5SrVZcXMzGjRtrdKBl37599O/f3+zlz507R6dOnTh06BAhISF06tSJ69evk5GRYdb6w4cPx8XFhenTp/Pcc89pj+fl5fHKK6/w2muvmSz/xBNP8MMPP9CqVSt69epFcXExzz//PK+88orJfTKCgoL48ssvzd6P2uJg6wAhhBBCCCGEEPXLyJEj8fPzA6BLly6cP3+e7t27a8/Xh3sLltq/fz8AAwcOrLFtnjp1ivbt25u9fE5ODg0bNiQ1NZXTp0/j7u4OQHZ2Nl5eXlWuv3fvXvLy8oiKiiIwMFB7fMmSJUycOJFmzZqZLN+gQQN2797N0aNHWbt2LevWrWP+/Pn4+vqaLNexY0dOnjxp9n7UljvqjIv6MquIEEIIIYQQQqjM29tb+7uTkxP5+fk2rLHO+vXrCQkJ0S6dqAlZWVk0bNjQ7OXd3NzIzs4mODiYn3/+Wbsxp16vN3sbrq6uTJ06lYkTJ5Kens7FixeJjo5mxowZZZbNzMzk8ccfJyYmhpUrV5KSkkL37t21m3eWatiwIZmZmWY31JY76oyL0NBQQkND0el0tk6p1F9HyET1qXz8VG4D6bOWyn0qt4H0WUv6LKdyG0iftVTvE0LYXkZGBrt27SpzqYu1PD09zZ4VBKB9+/YmM5CcOXNGmymkurKzs7l48SLJycmcP38eV1dXk+fj4+P5+OOPWb9+PS4uLuzfvx9XV1cuXbrEmDFjuHDhAgEBAQDcvHkTT0/PajfUtDvqjIv6okOHDrZOqNdUPn4qt4H0WUvlPpXbQPqsJX2WU7kNpM9aKvep/kVaTX7zXBukz3J11TZx4kSLZiOp6b6ioiLy8/MpLCzU/l5UVKQ9v3XrVjp37kynTp1M1jMajeTn53Pr1i3t7wUFBWb3denSpVpTMg8cOJCMjAy2bt1KTk4OkZGRjBs3zmSZo0ePctddd3H06FHtsbNnz/LJJ5+Qk5ODwWBg8eLFODo60qFDB0aNGqXdeNNoNDJ58mReffVVtm3bhk6nw8XFRTtGjo6O2NvbY29vT0FBgcn27777brP3o7ao+2+UEEIIIYQQQgib6Nq1K3q9nu+++47nnnsOvV7P0qVLzV7/ypUrXLlypRYLzbNp0yZcXV1ZsmQJmzdvxtXV1WSWjPXr15d7U85Lly7h6urKgw8+SFJSknYZhrmGDRvGoUOHzF6+QYMGREdHExERQZMmTYCS+1P8VV5eHhcuXCAvL097zM7OjnfeeYeWLVvSpEkT9u/fz549e6p1icmQIUP4448/aNKkCe3btzcZ9I2NjeWhhx4ye1u1RWcsnffkDqLT6VB5t+Pj45X9hiAxMZE2bdrAsEhwa1zuMr55GcTELGZgXjpXK1kOgJw02Deb33//HX9//xppVPn4qdwG0mctlftUbgPps5b0WU7lNpA+a9VVn8Fg4Nq1a/j5+Zn1bWxeXh6pqam0bt261tssVVxcrPRZA9JnOZXb4O/Tl5qaSo8ePfjtt9/MnhK1JtTk8TMYDAQEBPDzzz9rgynlvd7ly5fx8fHBycmpym1a+llc3Z+IO1h1TikSZal8/FRuA+mzlsp9KreB9FlL+iynchtIn7VU7xNC/H01bdqUxx9/nHXr1tk6xWIfffQREydOrHDQoi7dUTfnFEIIIYQQQggh6sKKFStsnWCV559/3tYJmjvqjAuZDlUIIYQQQgghhKhf7qiBi9DQUGJjY22dIYQQQgghhBBCCDPdUQMXQgghhBBCCCGsFxsbW2M3168tBQUFPPHEEzRv3hwvLy8efvhhkpKStOezsrIYNWoUbm5uBAYG8t///ld77ty5cwwdOhRPT0+L9/Nf//oX77//vtnLx8bGEhgYiJubG48++ig3b96s1ut999132NvbExUVpT1W0T7m5eUxatQomjdvzsKFC8vd3po1a5gzZ061GmqLDFwIIYQQQgghhPjbKSoqIjAwkJ9++onr16/ToUMHQkNDtefnzp1LcXExKSkpLFiwgODgYG2qUQcHB8aPH89bb71l0WunpKSwbds2pkyZYtbyubm5BAcHs2DBAlJSUigqKmLevHlmv15hYSFz5swpM5NSRfu4adMmevXqxaVLlzh27BgJCQlltvnUU0+xefNmrl+/bnZHbZGBCwUFBgbaOqFeU/n4qdwG0mctlftUbgPps5b0WU7lNpA+a6neJ4StnT59mt69e+Ph4UHv3r05ffq09lxQUJDJN/f+/v7aZfeenp4MGzaMpKQk9Ho9er2evXv3mmx70qRJTJo0qS52o0IuLi7Mnz8fX19fHBwcmDJlCsePH9eej46O5uWXX0av1xMSEoK7uzsHDx4EICAggNDQUNq2bWvRa2/YsIHhw4ebPRXqwYMH8fT0JCQkBL1ez7/+9S+2bdtm9uutWrWKhx9+mGbNmpk8XtE+Go1GbdpUo9GoTVGalpamrevs7MywYcPYtGmT2R21RQYuFKTyfOj1gcrHT+U2kD5rqdynchtIn7Wkz3Iqt4H0WUvlPp1OZ+uESpV+oFGV9Fnurx9Wx48fz9ixY0lLS2P06NGMHz9e+wBbmczMTPbt20erVq3Izs4mOzub4cOHmyyTlJRkcllGdftqw7Fjx+jatSsA6enppKWlERgYyODBg/ntt9/o2LFjldMom9u3b98++vfvb3bbuXPn6NSpE4cOHSIkJIROnTpx/fp1MjIyqlz32rVrrF+/npkzZ5o8Xtk+PvHEE/zwww+0atWKXr16UVxczPPPP88rr7xCcXGxto2goCC+/PJLs/ejtqj7b5QQQgghhBBCiFpx8eJFEhIS+N///V8cHR158cUX+e2330hMTKyR7cfGxio1MUJKSgqvvPIKr732GgA5OTlAyVkZp0+fJiMjA3d3d7Kzs2vk9U6dOkX79u3NXj4nJ4eGDRuSmprK6dOncXd3BzCrJywsjPDwcFxcXMpsE8rfxwYNGrB79252797N77//zrp165g/fz5r1qwxGZzp2LEjJ0+eNHs/aosMXCgoPj7e1gn1msrHT+U2kD5rqdynchtIn7Wkz3Iqt4H0WUvlPnO+1balv37jqiLps1xpW2pqKt7e3jg6OgLg5OSEt7c3KSkptsyrlWOXm5vLiBEjCAsLIygoCAA3Nzeg5N4QV69epVevXty8eRO9Xl8jfVlZWTRs2NDsRjc3N7KzswkODubnn3/WbsxZVc/333/PxYsXGT9+fLnbhPL3MTMzk8cff5yYmBhWrlxJSkoK3bt3JyIiwmQbDRs2JDMz0+z9qC0ycKGgqk5PEpVT+fip3AbSZy2V+1RuA+mzlvRZTuU2kD5rqd4nhC01bdqU9PR0CgoKgJIZONLT02natClQ8i19YWGhtvyNGzdM1lf5cpi/KiwsJDg4mL59+/Liiy9qj3t7e9O4cWPOnDmjPXbmzJkauzeOp6dntWYFad++fZmWJk2a4OXlVel6x44d4/Dhw+h0OnQ6HYcOHWLKlCnMmTOn0n308PBg/fr1zJ07l2PHjuHq6sqlS5c4fvw4Fy5c0Ja/efMmnp6e1djz2lE/ftpqSFRUlDbCJoQQQgghhBB3qrZt29K2bVveffddCgoKePvttwkICKBNmzYA3HXXXfzf//0fADExMWXutdC8eXNSUlIqnHFi4sSJTJw4sXZ3wgxPP/00np6evPHGG2WeCw4O5vXXXycnJ4etW7dy48YNBgwYAJScFZWfn8+tW7e0v5cO8pijS5cu1Ro8HThwIBkZGWzdupWcnBwiIyMZN26cyTJHjx7lrrvu4ujRo9pjM2bM0G6uaTQa6d+/P+vXr2f58uWV7qNOp9MuLSkqKsLR0RF7e3vs7e1N9vPs2bPcfffdZu9HbbmjBi5CQ0OVus5KCCGEEEIIIWxBp9Oxbds2oqOjady4MZ9++inbtm3Tbhz70ksvcfjwYXr37s2BAwdo1aqVyfrt27fnySefpHPnzrRs2ZKvv/7a5PkrV65w5cqVOtuf8ly6dIkNGzawc+dOGjZsqM2AUnrT0GXLlgHQpEkTIiIiiI6OxtXVVVvX1dWVBx98kKSkJFxdXZk6darZrz1s2DAOHTpk9vINGjQgOjqaiIgImjRpAsCSJUtMlsnLy+PChQvalK3mqGwfSw0ZMoQ//viDJk2a0L59e5MbG8fGxvLQQw+Z/Xq1xcHWAUIIIYQQQggh6l6XLl04cuRIuc8FBARw6tQp7Z+XLl1aZpn33nuP9957r9z1VfjCuHXr1pXeT8bDw4PPP/+83Of8/f3LXdfce1xMnjyZHj16YDAYzJ4SNSgoiPPnz1f6fFX3x4mJiTG5jKeyfSxlb29PdHR0mccNBgP79u0r972va3fUGRdCCCGEEEIIIURta9q0KY8//jjr1q2zdYrFPvroIyZOnKidAWJLcsaFEEIIIYQQQghRw1asWGHrBKs8//zztk7QyMCFgmrqTrb1SXJycpXLuLu74+3tXeVyKh8/ldtA+qylcp/KbSB91pI+y6ncBtJnLdX7hBBCmEdnVH0S6Vqg0+mUnztbVYmJiSV3Gh4WCW6Ny13GNy+DmJjFDMxL52olywGQkQQxC8FY9bViDd09Sfz9glmDF0IIIYQQdcVgMHDt2jX8/PzMmiIyLy+P69evl7nZoRBC1DfFxcVcvnwZHx8fnJycqlze0s/icsaFsK3C/JJBi6C54FrJgEReOjdjl3Hjxg0ZuBBCCCGEEEKIO4jcnFNB8fHxtk6oe67eJWdmVPSnskGN26h8/FRuA+mzlsp9KreB9FlL+iynchtIn7VU7dPpdBQXF5Obm2v2DAV1TdWuUtJnOZXbQPqsVZd9RUVF5ObmAmjT6NYWOeNCQefOnTOZO1dUj8rHT+U2kD5rqdynchtIn7Wkz3Iqt4H0WUvVPmdnZ5ydnbl+/TpQMhWhTqer9f/jXx1Go1GpnttJn+VUbgPps1Zd9BmNRoxGI0VFReh0Oho2bIiDQ+0OLcjAhRBCCCGEEHWo9P/oN2jQgIKCAgoKCrQPAqowGAw4OzvbOqNC0mc5ldtA+qxVF306nQ47OzscHBxwcnKqk4Gcej1wkZKSwqOPPoqjoyNFRUW8//77dO7c2dZZQgghhBBCVMnOzk47+0I12dnZ6PV6W2dUSPosp3IbSJ+1VO+zVL0euGjcuDFxcXHY2dkRGxvL8uXL2bx5s62zhBBCCCGEEEIIUUPq9cCFvb299vfMzEy6du1qwxohhBBCCCGEEELUNJvPKrJ69Wp69OiBs7Mzo0aNMnmuoKCA6dOn4+3tjbe3Ny+88AKFhYUmy5w5c4Y+ffrwwgsv0L9//7pMF0IIIYQQQgghRC2z+RkXvr6+zJ8/nwMHDpCcnGzy3OLFi4mLi+P06dMADBs2jKVLl/LKK69oy3Tq1IkffviBX375hWeeeYajR4/WaX9tCAwMtHVCvaby8VO5DaTPWir3qdwG0mct6bOcym0gfdZSuc/BwQGDwYDBYKCwsFC5m3MWFRWRn59v64wKSZ/lVG4D6bNWXfSVzoLk6OiIk5NTndyg0+YDF6NHjwbgxIkTZQYu1q1bx8qVK/Hx8QFg3rx5hIWFaQMXf71jqqenJw0aNKjD8tqj4rRd9YnKx0/lNpA+a6ncp3IbSJ+1pM9yKreB9FlL1b7i4mIyMjK4desWDg4OODo6YmdXciK0KtMs1vbUhtaSPsup3AbSZ63a7jMajRQXF2M0GsnLy6OwsBBnZ2eaNWtWq7+/lD3qGRkZJCcn061bN+2xbt26kZSURFZWFh4eHvz000/MmTMHOzs7jEYjb731VrnbioiIYOHChSaP7dq1q9xlAwMDtf/IxcfHc+7cOVnutuVsaf/+/TRr1qzM4yocF1lOlpPlZDlZTpaT5e7M5ZydnQkICCAnJ0f7FrL0yzWDwUBBQYHJdm7duoXBYKBFixY4OjoCJYMZlSkd2JDlZDlZTpZTablbt25x7do1srKytIHYyn7/WUpnVOSctIiICE6cOMHnn38OwOXLl2nVqhXXr1+ncePGAFy/fp2mTZty+fJlWrZsafFr6XQ6pU7Fu118fLwSgwTlSUxMpE2bNjAsEtwal7uMb14GMTGLGZiXztVKlgPg+nk4tKzS7QGQkwb7ZvP777/j7+9faaPKx0/lNpA+a6ncp3IbSJ+1pM9yKreB9FmrrvoMBgPXrl3Dz89P+z/2lcnLyyM1NZXWrVvXepuliouLzdoXW5E+y6ncBtIHkJ6eTmFhIU2bNq32unV9/IqLi7l8+TI+Pj44OTlVubyln8WV/YkonXs2KytLe6z07w0bNrRJU12paJRfmEfl46dyG0iftVTuU7kNpM9a0mc5ldtA+qylep8QQpRn9OjRtG3b1tYZSlF24MLLy4uWLVty4sQJ7bETJ07g5+eHh4eHRduMiooiKCiohgqFEEIIIYQQov5ycXHRbrT4xhtv2DqnSm+88QY6nY7Y2NhqrXf8+HF0Oh0RERG10lVXduzYgU6nIyoqqsxzpft4+y0SqmP48OHK3GfndjYfuCgsLCQ/P5/CwkKKi4vJz8/n1q1bAEyZMoUlS5Zw7do1rl27xtKlS3n66actfq3Q0NBq/5ALIYQQQgghxN/R8uXLee6552ydIW4TGxtLdna2rTOUYvOBi8WLF+Pq6sqSJUvYs2cPrq6uDBkyBIAFCxbQu3dvOnbsSMeOHenTpw/h4eEWv5accSGEEEIIIYRQVUxMDF27dsXFxQUfHx9mzZqlPRcZGUlAQAAuLi74+fmxYMECoORDrouLC2PHjqVNmza8/PLLeHl5ad+8BwUFodfrmTdvHnq9nv79+3P16lUAZsyYwbhx4yrsWblyJQEBAXh6ejJy5EhtPYB3332X1q1b4+LiQrt27diyZYtZ+6jT6RgyZAj//Oc/cXd3NzlDICUlhTFjxuDp6Un79u3ZsGEDUHKfPZ1Ox+zZswEYMGCA2WdQ+Pv707NnTwAWLlyITqcz+UxYenwWL16Mp6cnXl5eHD9+nMzMTEaMGEHjxo1xc3Pj3nvv1b4EL+2ZOHEi99xzD15eXnz44YfaNit6H6Oiomjbti19+vSha9euvPDCC3h5efHRRx8BsHr1au0MmNJbJ/z1uAUHBwMlX/DrdDpCQ0PL7OOiRYvK7GNF72NBQQFTp07Fw8ODhx9+uNxpVNPS0oiPjze5hYMt2HzgIiIiQpu3uvRP6Q+Eo6Mj7733HhkZGWRkZLB69WqrpneRMy6EEEIIIYQQqpo0aRKpqamEh4fz2GOPcfHiRe25r7/+mm7dujF37lz8/PxYvHgx+/fvB0puEGtnZ8fly5fZs2cPnTp14j//+Y+2bm5uLnFxcQQHBxMXF8fcuXOrbNmyZQszZ86kU6dOTJ8+nUOHDjFhwgQAEhISePHFF2natCkLFizg/vvvJyEhwez9PHjwIF27dsXT05PXXnuNjIwMACZMmMAXX3zB008/jZeXF6GhocTFxeHt7U1kZCTDhw8H4LnnniMyMlL7wrsy8+bN48UXXwRg8ODBREZGMm3aNJNlcnNz+eijj/if//kfRo8ejcFgIDMzk2PHjjFu3DhmzZrFhQsXmDhxosl6u3btYtiwYRiNRl5++WXt8crex9LJBk6ePMlPP/2Ej48P69atA6Bv375ERkaWe3+LyMhIJk2aBMC4ceOIjIxk/PjxZfbxn//8p8k+VvY+bt68mQ8//JBu3brRtGlTYmJiyrzu6tWr6dixIzt37qzyWNcmZadDFUIIIYQQQog7idFoxN3dnX79+tGnTx+TWRqio6PR6/WkpqbSuXNnxo4dyy+//KJ90758+XKOHDnCmDFj8Pf3N/lwbjQa2bZtGz4+Pnz//fccOHCgypaoqCjc3d1ZuXIlDg4OpKens3btWpKTk7VZIXx9fRkxYgSdO3eu1r0RevTowZtvvomjoyMrVqwgKSmJ3NxcYmJimDJlCm+88YY2y+SGDRv44IMPCAsLA2Dv3r2MGzfO7DPpp06dyvHjx3nnnXfo06ePtp2/MhqNfPPNN9x1113aYwaDgQsXLlBUVER6ejq//fYb27Zt4/r169oyjzzyCEuXLuXixYts376drKwsPDw8Kn0fATZs2MDHH3/Mk08+SWJiItu3bwegW7dudOvWjb1795KSkmKyTlhYGDt27GDjxo0MHTpUO9uiqn2s7H0s/Tko/dn44YcfOH/+vFnHta7Z/IwLUVZgYKCtE+o1lY+fym0gfdZSuU/lNpA+a0mf5VRuA+mzlup9Qtxu69ateHt7M2jQIBo1asSrr74KlNwXcMaMGTRo0ICWLVsyduxYoORMgVJ2dnbY2dlhb2+Pvb09BQUF2nNOTk74+PgA0Lp1a9LS0qpsSU5O5saNG7Rr1442bdqwdu1aAJKSkmjXrh1r1qzh7Nmz3H333fj5+fH555+bvZ+NGjUCSm4OCiWXLCQnJwMQEBAAgJ+fH46Ojly5csXs7VrK1dXVZNAC4Pz58/Tq1Qt3d3f8/f3Ztm0bYHrMy9sPqPh9LOXo6AhQ7ntV0yp7H9PS0sr8bNyu9AqJvw6U2MIdNXBRX+5xofJ86PWBysdP5TaQPmup3KdyG0iftaTPciq3gfRZS+U+Ve/cX8rOTu2PCX/Xvn79+nH48GHS0tJ49NFHWbRoEfHx8XzzzTds3LiRQYMGsXXrVu2+EKVnPlTl1q1b2n0NkpKSaNy4sfZc6dkAeXl5Juu0aNECLy8vdu7cafKnffv2GI1Gpk2bxvnz57l48SLe3t5W3+SzRYsWQMmlFACXL1+moKAAX19fbZnS41pcXFytbVe1Xnnv1+LFizl9+jSvvfYaO3bs0D5HmvPvbkXvY0XMfR8r24/S527fVmXvY+PGjU1+Ni5dulRmu6rc4+KOulQkNDSU0NBQ5f9DIYQQQgghhLjz9O7dm3vvvZcWLVpw5swZoOSDcuk39FlZWSQkJBAdHV3tbT/++OO0bduW8+fPa/dKAGjTpg06nY6PPvoIBwcHmjdvzpQpUwgJCeHbb78lKiqKXr16kZqayoEDB/j1119JSEggODiYwYMH4+bmRmpqqtWfsVq2bElQUBCbNm3Cy8uLuLg4AJ544gltmdJBjNWrV5OUlKRdWlGV0jMKPvvsM/z9/fH19WXo0KGVrlN6zK9evUpWVhZHjx41e18qeh+r8sEHH5CVlaUN2pROUVt66Ufp/m/YsAGdTke7du3o27dvpftY2fs4cOBAtm7dqv1s/Pbbb2WaVq9ezcKFC1m/fr1Nz7pQe6jyDlXZaJyomsrHT+U2kD5rqdynchtIn7Wkz3Iqt4H0WUvlPnO/YbWV6n6jXdf+rn09evRg9+7dLFy4kD/++IMlS5YQGBjIoEGDmD59OvHx8axZs0a7KaO53Nzc6NOnD9HR0TzwwAMsXbpUe87Hx4dFixZx8+ZNwsPDWbFiBQCTJ09m5cqVnD17lkWLFhEdHa3dT8PLywtfX1/WrVvH0qVL8fb25oMPPrBon/9q69atDB06lP/85z+kpaXx0Ucf0b9/f+35ESNG8PDDD3PgwAGmTJli9uUpPj4+zJkzh9TUVJ5++mmWL19e5ToRERH07t2b9evXc/z4cR599FHAvPe2ovexKkuWLGH27NlcvHiRW7duMXv2bG0mFYD77ruPSZMmcfLkSZ588kmTmUwq2sfK3scnnniCyZMn89NPP/HHH38wYMCAKhttRWdU/bdmDYqKiiIqKopDhw4p/R+LXbt2MXLkSFtnlCsxMZE2bdrAsEhwa1zuMr55GcTELGZgXjpXK1kOgOvn4dCySrcHQE4a7Jut3YW3MiofP5XbQPqspXKfym0gfdaSPsup3AbSZ6266jMYDFy7dg0/Pz+zLhHIy8sjNTW13OvJVVFcXKz05RjSZ76goCCOHz9OdnY2oFZbeaTPOnXdV1xczOXLl/Hx8SlzE9Ly6HQ6iz6Lq3vEa4FMhyqEEEIIIYQQQtQv1R646NixI8uXL+fy5cu10SOEEEIIIYQQQgihqfbAxaJFizh27BgdOnRg4MCBrF+/XjvtSAghhBBCCCGEOmJjY+Xzmqj3qj1wERwczKeffsoff/zBpEmT2C/InokAACAASURBVL59Oy1atOCxxx5j9+7dFBUV1UanEEIIIYQQQggh7kAW3+PC3d2d4cOHM3z4cFq0aMGBAweYPXs2fn5+fPHFFzXZWGOioqK0+XeFEEIIIYQQQgihvmoPXOTm5rJ161YeeughWrduzf79+1m4cCHXrl3j3LlzrFmzhunTp9dGq9Xqy805zZkqR1RM5eOnchtIn7VU7lO5DaTPWtJnOZXbQPqspXqfEEII81R74KJp06a8+eabDBkyhMTERHbv3k1wcLA29cmoUaNwd3ev8dA7SYcOHWydUK+pfPxUbgPps5bKfSq3gfRZS/osp3IbSJ+1VO7T6XS2TqiUytM9gvRVV0REBKGhoUD12mJjY/H396/Wa82aNQu9Xo+dnZ1FXxrX5bELDw/Hz88Pd3d3unTpUubKgblz5+Ll5UWzZs1YvXp1tfvWrFnDnDlzzF7+1KlTdO/enQYNGjBgwACuXLli1nqhoaE0b94cDw8PevfuzZEjR7TnCgoKeOqpp2jYsCGtWrVix44dABiNRp5++mmaNWvGs88+W+4UpV9++SXjx483u782Vfun4siRI/z444/MmDGDJk2alLvML7/8YnWYEEIIIYQQQoj65c033yQ7O5tWrVrZOqVKISEhnDlzhhs3brB582ZCQkJIS0sD4JNPPuHjjz/m1KlTfPvttyxYsIAff/zR7G3funWLZcuW8dJLL5m9zvjx4wkODubPP/+kY8eOTJs2zaz1XnrpJX7//XeysrJ47bXXGDlyJMXFxQCsXLmSkydPkpSURFRUFFOmTOHq1at888032Nvba4Mj3377bZntPvTQQ5w+fZqTJ0+avQ+1pdoDF4GBgeTn55s8lp+fT0FBQY1F3eni4+NtnVCvqXz8VG4D6bOWyn0qt4H0WUv6LKdyG0iftVTuK+/bTZWUfuhRlfSZ5/Dhw+j1epYuXcqWLVvQ6/Xo9XqysrIASE5O5sEHH8TT05O7776b7777TlvX09OTYcOGkZSUpK23d+9eAI4ePcp9992Hh4cHbdq0YenSpdX6mV69enWFZ0TV5bHr1KkTDRs2BErOTMjPzycxMRGA6Ohopk6dSsuWLencuTNjxoxh+/btZvd9/vnndOnShWbNmpm1/OnTp7l06RIzZ87E1dWV8PBw9u3bx82bN6tct2vXrri6umI0GjEYDKSmppKenq7tx4wZM/Dy8mLgwIHcd999fP755xiNxnLPHklPTzd5L8ePH8+HH35o1j7UpmoPXIwZM0b7gS21b98+Ro8eXWNRtaW+3Jzz3Llztk6o11Q+fiq3gfRZS+U+ldtA+qwlfZZTuQ2kz1qq9wlR23r37k12djbh4eFMnDiR7Oxsbty4gYeHBwDPPvssHTt2JDU1lXnz5jFmzBhyc3MByMzMZN++fbRq1Yrs7Gyys7MZPnw4UPIh/7XXXuP69evExMTw9ttv8+WXX5rdlZaWpsy/n8uXL8fV1ZWePXvSrVs3unbtCpT8/ujUqRMzZ87kk08+oVOnTtVq3rdvH/379zd7+XPnzhEQEEBiYiIPPvggPj4+uLq6kpCQYNb6zz//PC4uLowYMYIxY8bQuHFjk/14/PHHiYuL0/ZjyJAhGAwGfH19AWjfvj2zZ89m5syZJoMlQUFB1Xpva0u1By7i4uIYOXKkyWMPP/wwcXFxNRZVW+rLzTmFEEIIIYQQojYVFBTw1VdfERYWhpOTE+PGjUOv1/8/9u48rqo68f/46yK44YKk5oILo4n7UprL6IA1ata0utU4FdOY06LT8s20TEPHpXTazOrbuETj5DRlo2R7qVj9LM1KRQxUkgBzwQABRWU5vz/4ckfcuJwDnA/yfj4ePMp7D/e87uF+gPvhLGzevLnMzx08eDDDhw+ndu3ahIaGEhERUa7DCaKioozZ62jatGnk5uby0UcfceeddxIQEADAsWPHaNiwIXv27GH//v00atSI3Nxcnx83Li6OTp06+bx8yfoyMzPZuXMnBQUF5Vrnyy+/TE5ODitXrmTcuHFnPe6uXbs4dOiQ9zE9Hg/Lly9n48aN+Pn5sWDBAiZOnEh0dHSpc1Z26dKFpKQk74SWW8o9cREYGMixY8dK3ZaTk0NgYGCFRYmIiIiIiEjlOXLkCEVFRaUOZWjRogWHDh0q83MTExMZOXIkzZs3JygoiDVr1nDq1KnKzK1UtWrVYsSIEbz33nt88sknQPH73tzcXNauXctDDz1ETk4ODRo08Pkxjx496j0MxRcl6xswYAD79++nTp065V5nyQTUX//6V3744YdSj7t9+3ZGjRrlfcyioiL++Mc/smLFCp588kkaNWrE4MGDmThxYqnHLHkOWVlZPndUhnJPXIwcOZK7776bw4cPA3DgwAEmTpzItddeW+FxIiIiIiIi4sy5zmXQtGlT/Pz8Sk1UHDx4kObNm1/w8wDuvfdeevfuTWpqKllZWfzud787aw8KPz8/Y/aq8JVlWd49Rzp16sSuXbu89+3atatcl1gOCgry6fwUJTp16sTevXu9E0D79+/n+PHjdOzY0efHKFFYWEh8fLz3cc/1PPz8/Hj55ZeZN28e2dnZxMXFkZqaisfjYf369d7lS55DUFBQuTsqUrknLhYuXMiJEydo0aIF9evXJyQkhFOnTrFgwYLK6BMREREREREHWrRowQ8//EBhYaH3toCAAIYPH87f/vY38vPz+fe//01OTg79+/cv9XmHDh0iPT291OPl5OTQtGlT6tSpw6ZNm/j000/PWmf79u3ZtGnTOXsWLVpk6w15RVu4cCHp6ekUFRXxwQcf8OmnnzJgwAAAxo4dy5IlS9i/fz/x8fG88847jB071ufH7tGjR7nOidG9e3fatWvHs88+S15eHvPnz+eaa64ptdfG/v376dixI//5z3+8t6Wnp7NkyRKOHj1KQUEBy5YtY+/evVxxxRXe5/H888+TlZVFbGwsmzdv5qabbgKgXr16QPFER61atfDz8yMgIKDU3jM//PADHTp0oH79+j4/l8pQ7omLxo0bs3btWn7++Wc2btzI/v37Wbt2reszMCIiIiIiInK2sWPHEhgYSOvWrWnbti3Z2dkAvPrqq8THx9OsWTPmzJnD22+/XeoUAJ06deKuu+6ie/fuhISE8PHHHwPFb/hfffVVGjZsyIIFCxgxYsRZ65w7dy6vvfYagYGBTJ8+vdR9GRkZJCUlVeIz9s3GjRvp3r07DRs25KGHHuKVV15h8ODBQPE2GzduHN27d2fo0KHMnj2bvn37+vzYI0eOZOPGjeXqefPNN/n3v/9NcHAwO3fu5H//939L3Z+fn09SUpL36wfFe7a8+eabdOjQgSZNmvDSSy/x9ttvExoaChRfKrV79+60adOG22+/neXLl3tPyFmiS5cutGvXjmbNmpGRkcHw4cO998XGxhpxdIXHqm7771QAj8dj9G5LCQkJ5708kNuSk5OLB8HIhRDY9JzLtMrLZP36OVyVl8HPF1gOgPTdsHH+BR8PgGNH4MMp7Nu3j/bt21+w0eTtZ3IbqM8pk/tMbgP1OaU++0xuA/U5VVV9J0+e5ODBg7Rp0+a8u9afLi8vj8OHD9OuXbtKb7OrqKjIp+fiFvXZZ3IbXDx9p06domPHjnzzzTc+XxK1IlT09uvRowdvvPEGPXv2PO/6UlNTadmyJbVr1y7z8ey+F/cv7ycUFRXx3nvvkZiYSF5eXqn7Zs6cWe6AqhQdHU10dLTbGWUy+ReA6sDk7de8eXPvtaEvpFGjRgQHB1d+0BlM3nagPidMbgP1OaU++0xuA/U5ZXKfx+NxO+GCTH7jCOpzwuQ2uHj6ateuzWOPPcazzz7L008/XclV/1WR2++DDz6ga9eu5520qErlnri47bbbWL9+Pf369aNOnTre203/5gvFl0ONjIysFq1y8cnIyKB9aAdysss+I2/DRkEk70tyZfJCREREREScu/fee91OcOTaa6814jARsDFx8eGHH5KYmEjLli0ro0cwf7dL05m6/bKzs4snLSIeg3oXmJDIyyAndj7Z2dlVPnFh6rYroT77TG4D9TmlPvtMbgP1OWVyn8mHLcPFs7u+W0zuM7kN1OeU6X12lfsZde3a9aLcECYpz9ln5WzGb796wcXn8zjfx4UmNSqZ6dtOffaZ3Abqc0p99pncBupzyvQ+ERHxTblnIAYMGEBERARRUVEsWrSo1IeIiIiIiIhJIiIiyjzP3T333MO8efNK3TZmzBgaNGiAx+Px6RxlFyunzz82NrbMk+ub6q233qJt27Y0bNiQCRMmUFBQUK7P37lzJ4MGDfJ5+aNHj3LTTTcRGBhIWFgYn3/+uc+f+9hjj9GkSRNatmzJ4sWLS923aNEiLr30UoKDg0td4eXVV1+lVatWXH311Wdd8haKL7XatWtXTp486XNHZSn3oSLbt2+nRYsWZ13axePx8Je//KXCwkRERERERKrCmZedBHj77beB6nEuP6l4aWlp3HXXXbz77rv06dOH4cOHs2jRIh588EGfH2PmzJk88sgjPi//2GOPUVRUxKFDh1izZg1jxowhOTmZevXqXfDz3nrrLf71r38RFxdHRkYG4eHhDBw4kCuuuIItW7bw5JNP8sUXXxAUFMTgwYO54oorGDFiBMuXL2f37t3ExMTwwgsvMGfOnFKP26xZM6666iqWLFnCpEmTfH4elaHce1xs2LDhnB/r16+vjD4REREREZHzCgkJISEhodRtJ0+epG7duuTk5AAQHx9Pz549ady4MbNmzfIu99lnn9GgQQMCAgKIiooq13pXrlxJly5dCA4O5tZbbyU7O9unzzt27Bj33XcfrVu3pmnTpkyePNl73+eff07Pnj0JCgpixIgRpKWlee9r3749s2bNokOHDlxyySUsXbrUe19ERARTpkw553MsKCjg8ccfp23btrRs2ZJZs2aVOsfK999/z29+8xuCgoIICwvjww8/BOD666+nQYMGAHTr1o0GDRowderUUtuuT58+NGnShGuuuYYDBw6U2jYl63vnnXfO2gZbtmyhc+fObNmyxadt5oaYmBgGDhzIVVddRZMmTXjggQd48803ff78n3/+mc8//5zf/e53Pn/O22+/zdSpU2nQoAF/+MMfaNSoERs2bPDp8+6++25CQkLo3r07o0aN4t///rf3vtGjR9O9e3dCQkKYMGGC93l4PJ6zLk+an59f6rV822238fe//93n51BZbJ2swrIsduzYwUcffQQUD4bCwsIKDRMRERERESlL//79+fbbb0vdFhcXx2WXXUbDhg0BWL9+PRs3bmT9+vXMmTOHw4cPA/Db3/6W3Nxcxo8fX651btq0icmTJ7Ny5UoOHjxI/fr1eeKJJ3z63AcffJCUlBR27NhBSkoKgwcPBuD48eOMHj2amTNncvjwYTp16sSf//znUp+7ZcsWdu7cydKlS5kyZQpFRUXe+873HBcsWMC6devYunUrcXFxxMTEsHr1aqD40IQRI0Zw5513kp6ezscff0zdunUBWLt2Lbm5uUDxxE9ubq73sp779u3j5ptvZsGCBaSnp9O/f39v6/79+5k4cSKrVq0iMTHxrK9NyXNNTEzk+PHjPm/zqpaYmEjXrl3517/+xZQpU+jatWu5zpvz6aef0q9fP2rXru3T8hkZGRw5coSwsDCGDRvGnj176NKli0/rLGl9+OGHeeutt0q1ltz3zDPP8Pzzz3vvCwwM5I477qBjx44sW7aMCRMm8Pzzz3PbbbeVOjSof//+7N27t9QkmhvKPXGRmJhIt27dCA8PZ/To0UDxril33nlnhceJiIiIiIhcSMnERV5eHpdccgl79uzh22+/ZcCAAd5lxo8fT5MmTbjiiito1qwZP/74o6N1vvbaa9x111306dOH2rVr85e//IU1a9aU+XlFRUWsWLGCZ555hksuuYT69eszbtw4AL766isaNWrE6NGjqV27NlOmTOHjjz8udV6FP/3pT9SrV4/rrruOrKws7+TEhZ7ja6+9xsyZM2nevDlNmzblzjvv9La+9957dOjQgT/96U8EBATQvn17hg4dWubzWLlyJddccw3Dhg3D39+fhx56iPfff5/8/Hw+/vhjBg4cyJVXXkmjRo3OeUnQiIgILMsiIiKizHW55dixYzRs2JD9+/ezZ88eGjVq5J3I8UVcXBydOnUq1/oA6tatS3x8PJmZmT6vs6R1z549/Pzzz6U+r+S+5ORk9u3bV+q+++67j7i4OMLDw5k+fTq9evVi1apV9OzZ0/vY/v7+dOzYkR07dvj8XCpDuc9xMXHiRB588EEmTpxIkyZNgOLru06ZMqXC42qqsLAwtxOqNW0/+0zfduqzz+Q2UJ9T6rPP5DZQn1Om90nFGDBgADNmzGDTpk20adOGdevW8d1335WauDj9EvO1a9fmxIkTjtaZlpbGG2+8wZIlS4DiPdJ9OXFjeno6J0+ePOfJKg8fPsyll17q/XeLFi0oLCzkyJEjtGjRotTzKPkr/unP43zPMS0tjdtuu817ZcjCwkLvXh5paWm2TpyZlpbG2rVrCQoK8t4WEBDAoUOHOHz4MM2bN/fefvpzqk4CAwPJzc1lzpw5PPLII3z//ffeQ2d8cfTo0XI998DAQKD4aIaff/4ZgJycHJ/WWdK6du1aioqKeOGFF7yfV3Lfiy++CMDq1au99y1YsIDdu3czefJkkpKSuOOOO+jQoQOrVq2iadOm3sdv2LAhWVlZPj+XylDuPS527NjB3XffDfz3RDWNGzc2ejefEtHR0UbP6pUw9Xrj1YW2n32mbzv12WdyG6jPKfXZZ3IbqM8pk/tMP+FjyZtcU53e17dvX+Li4li3bh3z5s0jNjb2rD0unDjzHABQfF6N2bNnk5WVRVZWFkePHvX+xfzMvtM1a9aMOnXqnPMqHc2bN+fQoUPefx88eBA/P79SbyDtCAkJYf369d7WnJwc73ksQkJCyrxiyLleqyXnSih5zKysLE6cOEFISAjNmzcvtSfI6c/JF6a89jp16sSuXbu8/961axdhYWE+9wUFBXnPseKL4OBgmjZtes51lqfVz8+v1Oed73kATJ48maVLl9KrVy/mz5/Ptm3buPvuu8+6YmhOTk6pSSo3lPtV0b59e7744otSt3399dd06NChwqIqS2RkJLGxsW5niIiIiIhIBalfvz7t2rVjzZo1jBgxgqysLFJSUujSpUuFPH779u3ZtGlTqdvuvPNOXnrpJeLi4gBITU0lJiamzMfy8/Nj/PjxTJkyhYyMDPLy8li1ahVQvOdIVlYWq1atIj8/n4ULFzJixAj8/cu9k/xZrTNmzODQoUMUFRWxY8cO/t//+38AXHfddezdu5fo6GgKCgpITU096/1SixYt2LlzZ6nbbr31Vt5++22+/PJLLMsiPT3dezLIESNG8PXXX7NlyxZycnLOecWWzZs307FjRzZv3uzouVWmG2+8kU2bNhEbG0tWVhYvvPCC97AeX/To0aNc58SA4kvwLliwgGPHjrFy5Uqys7PPOnQnIiKi1ElSAcaOHcuSJUvYv38/8fHxvPPOO4wdO9b7mKtWrSI+Pp79+/ezdOlS7/M4/WollmVRq1YtateuzalTp7y3FxQUsHfv3lKHj7ih3BMXs2bN4tprr2XixImcPHmSGTNmMGrUqHKfhVfO78yzIkv5aPvZZ/q2U599JreB+pxSn30mt4H6nDK578y/4Jvm9JM+mujMvv79+9O5c2dq1arF5ZdfTu/evX36y3jJlTPeeOMN5s2bR4MGDbjnnntKLfPcc8/x6KOP0qBBA+/VFQYPHsy8efO49dZbadiwIUOHDiUpKem8fad7/vnnadWqFd26daN169beqzMGBgayatUqZs2aRbNmzUhISDjnm/7ymjp1KldccQX9+/cnKCiIu+66y3uOg6CgID766COWLVvGJZdcQnh4eKk9RwDmzZvHPffcQ+vWrb3v+Tp06MA///lPHnzwQRo3bszll1/uPQln69atefXVVxk9ejSdOnUiPDz8rKa8vDySkpLIy8s76z5TXntt2rRh+fLl3H777bRp04aePXvywAMP+Nw3bNgwtm7dWmoSoCzz588HivfMiYqK4u233z7rUqjJycln7cUyduxYxo0bR/fu3Rk6dCizZ8+mb9++QPHYePLJJxk6dCjdu3fntttuY9SoUWet+6GHHqJTp04sWLCABx54wHt7ySRTSEiIz8+jMngsG981t27dyrJly0hJSaFNmzbcddddXHnllZXRVynOtbuXSWJiYrjxxhvdzjin5ORkQkNDYeRCCDz3bmut8jJZv34OV+Vl8PMFlgMgfTdsnH/BxwPg2BH4cAr79u0r8zg8U7efL9sOKNdzrWimbrsS6rPP5DZQn1Pqs8/kNlCfU1XVd/LkSQ4ePEibNm18erOcl5fH4cOHadeuXaW32VVUVGTMLvvnoj77TG6Di6tv1KhRjB8/nltuuaWSq/6rorff/fffT5cuXZg0adJ515eamkrLli19uoKK3ffitvY76tu3r3cGR0RERERERERKmzVrFn/+85+rdOKiIh05coQNGzbw7LPPup1S/omL2bNnn/e+mTNnOooRERERERERuRh0797dez6R6ujMk4W6qdwTF99//32pf2dnZ/P111/zm9/8psKiRERERERERETAxsTF6tWrz7otOTmZefPmVUiQiIiIiIiIiEiJCjlrR/v27fnuu+8q4qFERERERC5qJSeny8nJIT8/3+iTxouInItlWZw6dYqcnByg+PtaZSr3HheLFi0q9e+CggK++uoro8/8Wt2EhYW5nVCtafvZZ/q2U599JreB+pxSn30mt4H6nDK1r06dOgQGBpKVleW9tKLH46n0X/xFRCqCZVneCddatWoRFBSEv7+t6374zPGhInXr1iUsLIxnnnmmwqJ89dVXX/Hwww9Tu3Zt7/WXg4KCqryjonXu3NnthGpN288+07ed+uwzuQ3U55T67DO5DdTnlKl9Ho+HZs2aYVkWhYWF3r0utOeFiFQHHo8HPz8//P39K33CokS517Jhw4bK6LClXbt2rFu3jvr16/O///u/vPTSS0yfPt3tLBERERGRMnk8nir9xV9EpLqq1sd3tGrVivr16wNcVN/0ExIS3E4wVlpaGsnJyRf8+Prrr93OrLZMf+2pzz6T20B9TqnPPpPbQH1Omdx38uRJtxMuSH3OmNxnchuozynT++wq98SFn58ftWrVOu9Hyf2+Wrx4MX379qVOnTrcdNNNpe7Lz89n0qRJBAcHExwczOTJkykoKDjrMX755Rdefvll/vSnP5X36RgpMTHR7QTznDoOHj+GDBlCaGjoBT+uuvq3ZGRkuF1cLZn+2lOffSa3gfqcUp99JreB+pwyuS8/P9/thAtSnzMm95ncBupzyvQ+u8q9i8KUKVPYunUrDzzwAC1btuTAgQO8+OKLhIeHc/3115c7oFWrVjzxxBN89tlnpKWllbpvzpw5fPnll8THxwMwcuRI5s2bx8yZM73LHD9+nDFjxrB48WKaNm1a7vVLNVFwAqwiiHgM6gWff7m8DPJi55OdnU1w8AWWAzIyMsjOzr7gMo0aNSrzcURERERERKTylHvi4p///Cd79uzxHqIBcNVVVxEWFsYTTzxR7oBbbrkFgG3btp01cbF8+XKee+45WrZsCcD06dN55JFHvBMXBQUF3HrrrUyePJlBgwaVe91SDdULhkDnE1QZGRm0D+1ATnbWBZdr2CiI5H1JmrwQERGRMuXn51O7dm1dHUREpIKVe+KiVq1a7Nmzh169enlv+/HHHyv8cqiZmZmkpaXRu3dv7229e/cmJSWFo0eP0rhxY/71r3/x+eefk52dzQsvvMB1113HlClTznqsqKgoZs2aVeq2mJiYc643LCzMewbqhISE8+5iWJnLVYc+033yySdceumlZ91e8jyys7OLJy0utAdHXgY5sfP5/vvvyc3NPeci5dl+devWLddzSEpKYvv27Y7Xq+W03OmXA1Sf+tR3fupTn93lPB4PrVu35uTJk9SqVYu6desSEBCAx+OhsLCQwsLCcz5ebm6u9xDrCy1Xckh2VS+nvou37+jRo65tF/Wpzw6PVc7rLr388stMnTqVa665hhYtWnDo0CE++ugjnnrqKe677z7bIVFRUWzbto01a9YAkJqaStu2bUlPT/ceApKenk7z5s1JTU0lJCTE9ro8Ho/Rl5uKiYnhxhtvdDvjnJKTkwkNDYWRC8+750OrvEzWr5/DVXkZ/HyB5QBI3w0b51/w8cq13LEj8OEU9u3bR/v27R09D18fy1c+rbMS1lseJr/2QH1OmNwG6nNKffaZ3Abqc6oq+yzLoqCggJMnT1JQUEBRUdEFf99MTEwsNbFnGvU5Y3KfyW2gPqdM72vatKmt9+Ll3uPivvvuY+DAgcTExHDo0CG6du3KtGnTuPzyy8u98gtp0KABUDxbVDJxcfToUQAaNmxYoeuSi8+Zhx2V934RERGR8vB4PAQEBBAQEODT8unp6UYf6qw+Z0zuM7kN1OeU6X122bp+aJ8+fejTp09Ft5TSpEkTQkJC2LZtGx06dACKz4PRpk0bGjdubOsxo6OjiY6OrsDKymHyDJnxTrv6iJSf6a899dlnchuozyn12WdyG6jPKZP7TG4D9Tllcp/JbaA+p0zvs8vWxMWbb77JW2+9RXp6Ol988QUbN24kJyeH3/3ud+V+rIKCAu9HUVERJ06cwM/Pj9q1a/PHP/6RuXPn8utf/xqAefPmMWHCBDvJAERGRhIZGWn8CZOq07kkjOPr1UcyfoTNr1RdVzVh+mtPffaZ3Abqc0p99pncBupzyuQ+k9tAfU6Z3GdyG6jPKdP77Cr3GTX/+te/8tRTT/Gb3/yGHTt2AMV7R8yePdtWwJw5c6hXrx5z585l7dq11KtXj+HDhwMwY8YMC8S9cAAAIABJREFUBg4cSJcuXejSpQuDBg3i8ccft7UeqWFKrj5yvo+6QW4XioiIiIiIiA/KPXGxZMkSPvnkEx588EHvlUS6devG7t27bQVERUVhWVapj9jYWAACAgJ46aWXyMzMJDMzk8WLF+Pvb2snEaD4UJGIiAjbn19VEhIS3E6QGsr015767DO5DdTnlPrsM7kN1OeUyX0mt4H6nDK5z+Q2UJ9TpvfZVe6Ji4KCAu+JM0sOuTh27Jj3NpNFRkZ6J0VM5sslvUQqg+mvPfXZZ3IbqM8p9dlnchuozymT+0xuA/U5ZXKfyW2gPqdM77Or3BMX11xzDXfddRc///wzAKdOnWLatGmMHDmywuNEREREREREpGYr98TFs88+y7FjxwgJCSErK4sGDRqQmprKwoULK6OvQlWXQ0VEREREREREpFi5TxgRFBTE2rVrOXToECkpKbRp04YWLVpURluFqy5XFRERERERERGRYuXe4+Lxxx/n22+/5dJLL6Vfv37VZtJCRERERERERKqfck9cLF68mB49elRGi4iIiIiIiIhIKeWeuAgODiYvL68yWipddTnHRVhYmNsJUkOZ/tpTn30mt4H6nFKffSa3gfqcMrnP5DZQn1Mm95ncBupzyvQ+u8o9cfHUU08xadIkDh06VBk9laq6XA61c+fObidIDWX6a0999pncBupzSn32mdwG6nPK5D6T20B9TpncZ3IbqM8p0/vsKvfJOe+9916OHz/OypUrCQwMxN//vw+RkZFRoXEiIiIiIiIiUrOVe4+LNWvW8Mknn7B+/XrWrl3L6tWrvR9SMRISEtxOkBrK9Nee+uwzuQ3U55T67DO5DdTnlMl9JreB+pwyuc/kNlCfU6b32VXuiYvw8PDzfpiuupzjIjEx0e0EqaFMf+2pzz6T20B9TqnPPpPbQH1OmdxnchuozymT+0xuA/U5ZXqfXT5NXMyYMeOc/1/dVJdzXIiIiIiIiIhIMZ8mLl544YVz/r+IiIiIiIiISGXy6eScTZo04Y033qBHjx4UFhYSFxeHZVlnLdezZ88KDxSpDjIyMsjOzr7gMmlpaVVUIyIiIiIicvHwaeLixRdf5H/+539ITk6mqKiIXr16nbWMx+OhsLCwwgNFTJeRkUH70A7kZGdV6OP6MtHRqFEjgoODK3S9IiIiIiIiJvFp4uKGG27ghhtuAKBhw4bk5ORUalRliY6OJjo62u0MuchkZ2cXT1pEPAb1LjCJkPEjbH6l7Ac8dRw8fgwZMqTMRRs2CiJ5X5ImL0RERERE5KLl08TF6bp27VoZHVUiMjKSyMhIPB6P2ykXFBYW5naC2FEvGAKbnv/+4xm+PU7BCbCKyp4IycsgJ3Y+2dnZFTZxYfprT332mdwG6nNKffaZ3Abqc8rkPpPbQH1OmdxnchuozynT++wq98TF5s2bK6NDTtO5c2e3E8QEZU2EVALTX3vqs8/kNlCfU+qzz+Q2UJ9TJveZ3Abqc8rkPpPbQH1Omd5nV7knLkRqmrLONaGTboqIiIiIiFQeny6HKlUrISHB7QSBUueaCA0NPe+HL+eiqC5Mf+2pzz6T20B9TqnPPpPbQH1OmdxnchuozymT+0xuA/U5ZXqfXZq4MFBiYqLbCQKlzzUxcuH5P/rf63ZphTH9tac++0xuA/U5pT77TG4D9Tllcp/JbaA+p0zuM7kN1OeU6X126VARkbJU1Ek3RUREREREpNxq1B4X0dHRREREuJ0hIiIiIiIiIj6qURMXkZGRxMbGup0hIiIiIiIiIj6qURMXIiIiIiIiIlK9aOJCRERERERERIyliQsDhYWFuZ0gNZTprz312WdyG6jPKfXZZ3IbqM8pk/tMbgP1OWVyn8ltoD6nTO+zSxMXBurcubPbCVJDmf7aU599JreB+pxSn30mt4H6nDK5z+Q2UJ9TJveZ3Abqc8r0Prs0cSEiIiIiIiIixtLEhYESEhLcTpAayvTXnvrsM7kN1OeU+uwzuQ3U55TJfSa3gfqcMrnP5DZQn1Om99mliQsDJSYmup0gNZTprz312WdyG6jPKfXZZ3IbqM8pk/tMbgP1OWVyn8ltoD6nTO+zSxMXIiIiIiIiImKsGjVxER0dTUREhNsZIiIiIiIiIuKjGjVxERkZSWxsrNsZIiIiIiIiIuKjGjVxISIiIiIiIiLViyYuRERERERERMRYmrgwUFhYmNsJUkOZ/tpTn30mt4H6nFKffSa3gfqcMrnP5DZQn1Mm95ncBupzyvQ+uzRxYaDOnTu7nSA1lOmvPfXZZ3IbqM8p9dlnchuozymT+0xuA/U5ZXKfyW2gPqdM77NLExciIiIiIiIiYixNXBgoISHB7QSpoUx/7anPPpPbQH1Oqc8+k9tAfU6Z3GdyG6jPKZP7TG4D9Tllep9dmrgwUGJiotsJUkOZ/tpTn30mt4H6nFKffSa3gfqcMrnP5DZQn1Mm95ncBupzyvQ+uzRxISIiIiIiIiLGqtYTF/n5+fz6178mKCiIVatWuZ0jIiIiIiIiIhXM3+0AJ/z9/Vm1ahWvvvqq2ykiIiIiIiIiUgmq9R4XHo+Hli1bup0hIiIiIiIiIpXE9YmLxYsX07dvX+rUqcNNN91U6r78/HwmTZpEcHAwwcHBTJ48mYKCApdKRURERERERKSquT5x0apVK5544gnuvvvus+6bM2cOX375JfHx8cTHx/PFF18wb948FyqrVlhYmNsJUkOZ/tpTn30mt4H6nFKffSa3gfqcMrnP5DZQn1Mm95ncBupzyvQ+u1yfuLjlllu46aabaNq06Vn3LV++nCeeeIKWLVvSsmVLpk+fzrJly1yorFqdO3d2O0FqKNNfe+qzz+Q2UJ9T6rPP5DZQn1Mm95ncBupzyuQ+k9tAfU6Z3meXsSfnzMzMJC0tjd69e3tv6927NykpKRw9epTGjRsDMHbsWLZu3UqDBg3YsmULCxYscCtZRERERERERCqYsRMXubm5AAQFBXlvK/n/nJwc78TFW2+9VeZjRUVFMWvWrFK3xcTEnHPZsLAw7yxVQkICiYmJVb7cl19+yS+//GJsn5glKSmJ7du3n/O+8n59ExISAFx5XamvcpcDvI3qU5/6/uuSSy5h8ODBVb5e9alPy2k5LaflavJy5eWxLMuqkEdyKCoqim3btrFmzRqgeI+L4OBg9u7dS4cOHQDYu3cvl112GVlZWd6JCzs8Hg+GPO1ziomJ4cYbb3Q745ySk5MJDQ2FkQsh8OzDewBa5WWyfv0crsrL4OcLLAdA+m7YOP+Cj+facia3ARw7Ah9OYd++fbRv3/78y5WDya89UJ8TJreB+pxSn30mt4H6nDK5z+Q2UJ9TJveZ3Abqc8r0PrvvxV0/x8X5NGnShJCQELZt2+a9bdu2bbRp08b2pEV0dDQREREVVCgiIiIiIiIilc31iYuCggJOnDhBQUEBRUVFnDhxglOnTgHwxz/+kblz53Lw4EEOHjzIvHnzmDBhgu11RUZGEhsbW0HlIiIiIiIiIlLZXD/HxZw5c0qdf6JevXqEh4cTGxvLjBkz+OWXX+jSpQsA48eP5/HHH3crVURERERERESqmOt7XERFRWFZVqmPkr0iAgICeOmll8jMzCQzM5PFixfj729/rkWHioiIiIiIiIhUL65PXFQlHSoiIiIiIiIiUr3UqImL6qLk0nEiVc3015767DO5DdTnlPrsM7kN1OeUyX0mt4H6nDK5z+Q2UJ9TpvfZVaMmLqrLoSIl170VqWqmv/bUZ5/JbaA+p9Rnn8ltoD6nTO4zuQ3U55TJfSa3gfqcMr3Prho1caFDRURERERERESqlxo1cVFdJCQkuJ0gNZTprz312WdyG6jPKfXZZ3IbqM8pk/tMbgP1OWVyn8ltoD6nTO+zSxMXBkpMTHQ7QWoo01976rPP5DZQn1Pqs8/kNlCfUyb3mdwG6nPK5D6T20B9TpneZ1eNmrioLue4EBEREREREZFiNWriQue4EBEREREREaleatTEhYiIiIiIiIhUL/5uB4hI5cvIyCA7O7vM5XJycqqgRkRERERExHc1auIiOjqa6OhotzNEqlRGRgbtQzuQk51V5rL16gdy7bXXEhwcXAVlIiIiIiIiZatRExeRkZFERkbi8XjcTrmgsLAwtxPkIpKdnV08aRHxGNS7wIREXgZ5sfPJzs42duLC9LFhcp/JbaA+p9Rnn8ltoD6nTO4zuQ3U55TJfSa3gfqcMr3Prho1cVFddO7c2e0EuRjVC4bApm5XOGL62DC5z+Q2UJ9T6rPP5DZQn1Mm95ncBupzyuQ+k9tAfU6Z3meXTs4pIiIiIiIiIsbSxIWBEhIS3E4QMZLpY8PkPpPbQH1Oqc8+k9tAfU6Z3GdyG6jPKZP7TG4D9Tllep9dmrgwUGJiotsJUoOlpaWRnJx8wY+kpKQyl0lOTiYjI6NC20wfGyb3mdwG6nNKffaZ3Abqc8rkPpPbQH1OmdxnchuozynT++yqUee40FVFRC7g1HHw+DFkyJCyl/WrBUWFZS7WsFEQyfuSjD3Zp4iIiIiImK9GTVxUl6uKiLii4ARYRWVffSTjR9j8ik9XKckx/ColIiIiIiJivho1cSEiPijr6iPHM3xbTkREREREpALoHBciIiIiIiIiYixNXIiIiIiIiIiIsTRxYaCwsDC3E0SMZPrYMLnP5DZQn1Pqs8/kNlCfUyb3mdwG6nPK5D6T20B9TpneZ5cmLgzUuXNntxNEjGT62DC5z+Q2UJ9T6rPP5DZQn1Mm95ncBupzyuQ+k9tAfU6Z3mdXjZq4iI6OJiIiwu0MEREREREREfFRjZq4iIyMJDY21u2MMiUkJLidIGIk08eGyX0mt4H6nFKffSa3gfqcMrnP5DZQn1Mm95ncBupzyvQ+u2rUxEV1kZiY6HaCiJFMHxsm95ncBupzSn32mdwG6nPK5D6T20B9TpncZ3IbqM8p0/vs0sSFiIiIiIiIiBhLExciIiIiIiIiYixNXIiIiIiIiIiIsTRxISIiIiIiIiLG0sSFiIiIiIiIiBjL3+0AOVtYWJjbCVKNpKWlObrfBBkZGWRnZ5e53KWXXloFNfaZPHZNbgP1OVWT+nz9ftGoUSOCg4PLXK4mbbvKoD77TG4D9Tllcp/JbaA+p0zvs6tGTVxER0cTHR3tdkaZOnfu7HaCVAenjoPHjyFDhrhd4khGRgbtQzuQk51V5rINGwWRvC/JpzcjbjB57JrcBupzqqb0Vcb3i5qy7SqL+uwzuQ3U55TJfSa3gfqcMr3Prho1cREZGUlkZCQej8ftFBHnCk6AVQQRj0G9C/xinvEjbH6l6rrKKTs7u/hNSFnPIy+DnNj5ZGdnGztxISKVS98vREREaiad48JACQkJbidIdVIvGAKbnv+jbpDbhb4p63lc6E2KIUweuya3gfqcqnF9Ffj9osZtuwqmPvtMbgP1OWVyn8ltoD6nTO+zSxMXBkpMTHQ7QURsMHnsmtwG6nNKffaZ3Abqc8rkPpPbQH1OmdxnchuozynT++zSxIWIiIiIiIiIGEsTFyIiIiIiIiJiLE1ciIiIiIiIiIixNHEhIiIiIiIiIsbSxIWIiIiIiIiIGEsTFwYKCwtzO0FEbDB57JrcBupzSn32mdwG6nPK5D6T20B9TpncZ3IbqM8p0/vs0sSFgTp37ux2gojYYPLYNbkN1OeU+uwzuQ3U55TJfSa3gfqcMrnP5DZQn1Om99lV7SculixZwqBBg4iIiODHH390O0dEREREREREKlC1nrjIyMhg6dKlfP755yxcuJBp06a5nVQhEhIS3E4QERtMHrsmt4H6nFKffSa3gfqcMrnP5DZQn1Mm95ncBupzyvQ+u6r1xMXmzZuJiIjA39+ffv36sXv3breTKkRiYqLbCSJig8lj1+Q2UJ9T6rPP5DZQn1Mm95ncBupzyuQ+k9tAfU6Z3meX6xMXixcvpm/fvtSpU4ebbrqp1H35+flMmjSJ4OBggoODmTx5MgUFBd77MzMzadKkifffRUVFVdYtIiIiIiIiIpXP9YmLVq1a8cQTT3D33Xefdd+cOXP48ssviY+PJz4+ni+++IJ58+Z572/SpAlZWVnef/v5uf50RERERERERKQC+bsdcMsttwCwbds20tLSSt23fPlynnvuOVq2bAnA9OnTeeSRR5g5cyYA/fv3Z/bs2RQWFrJ9+3Yuu+yyqo2/yGRkZJCdnX3BZc78GolUNV9eg4WFhdSqVavM5Ro1akRwcHBFZImISBXy5XcWgJycnCqoqVy+Plf9TBORi5nrExfnk5mZSVpaGr179/be1rt3b1JSUjh69CiNGzcmODiYO++8kyFDhhAQEMCyZcvO+VhRUVHMmjWr1G0xMTHnXDYsLMx7CZmEhITzHiNUmcu50ZeRkUHbdqEcyy37B6NIeSQlJbF9+/Zz3hcWFkbdunV9e6BTx8Hjx5AhQ8pe1q8WFBWWuVjDRkF88vGHHDp06Lx9bn8/qKjlSqhPfdW573xjtSwXWq+vy7m1/dR39nI5OTncc+/9Pv3OUq9+INdeey3BwcFGbr+EhIQLLpeTk8PEP99D3vFjZTzT4ue6ft1nDBgwoMr6yvt4Vb391Hf+5WJiYoz+/UV9F3efHR7LsqwKeSSHoqKi2LZtG2vWrAEgNTWVtm3bkp6eTtOmTQFIT0+nefPmpKamEhISYntdHo8HQ572OcXExHDjjTdW6TqTk5MJDQ2FiMeg3gVm6zN+hM2vwMiFENj0nIu0ystk/fo5XJWXwc8XWA6A9N2wcf4FH8+15Uxuqw7LHTsCH05h3759tG/f/ryLeV97vq7X19doWcvlZUDs/DL7ysONsesrk9tAfU7VlD6fv1/4+P2nItsqi/rO5vPvLJXwfb4i+bLt3Hyueu05Y3KfyW2gPqdM77P7XtzYPS4aNGgAwNGjR70TF0ePHgWgYcOGrnVVhdP/OlXl6gVf+JfB4xlV1yJyLr6+RstarhK4OnbLYHIbqM8p9dlnchuo74Jc+D5fkcq17fQz7Szqs8/kNlCfU6b32WXs2SybNGlCSEgI27Zt8962bds22rRpQ+PGjW09ZnR0NBERERVUWHlOP2RERKoPk8euyW2gPqfUZ5/JbaC+i5np2059zpjcZ3IbqM8p0/vscn3ioqCggBMnTlBQUEBRUREnTpzg1KlTAPzxj39k7ty5HDx4kIMHDzJv3jwmTJhge12RkZHExsZWULmIiIiIiIiIVDbXJy7mzJlDvXr1mDt3LmvXrqVevXoMHz4cgBkzZjBw4EC6dOlCly5dGDRoEI8//rjtdVWXPS4SEhLcThARG0weuya3gfqcUp99JreB+i5mpm879Tljcp/JbaA+p0zvs8v1iYuoqCgsyyr1UbJXREBAAC+99BKZmZlkZmayePFi/P3tn5ajuuxxUVFnXhWRqmXy2DW5DdTnlPrsM7kN1HcxM33bqc8Zk/tMbgP1OWV6n12uT1yIiIiIiIiIiJyPJi5ERERERERExFg1auKiupzjQkRERERERESK1aiJi+pyjgsRERERERERKVajJi5EREREREREpHrxWJZluR1RVaKjo4mOjmbjxo1up4iIiIiIiIjUOHamIGrUHhenHypy5iVYz/URHh7uynIXQx9gdJ+vj2dym/rUZ3qb+tRXnj6T29SnPtPb1Kc+09vUp77T++yoURMXIiIiIiIiIlK9aOLiAiIjI11Zzlfqc8aXxzO5rTKW85X6nKnI9ZrcVp7lfKU+Z0zuM7mtMtarvqpZzlf6ncA+9Tmj3wnsU58zpvedxaqBnnzySbcTLuhi6HPzOZi8/Uxusyz1OWVyn8ltlqU+p9Rnn8ltlqU+p0zuM7nNstTnlMl9JrdZlvqculj7atTJOUVERERERESketGhIiIiIiIiIiJiLE1ciIiIiIiIiIixNHEhIiIiIiIiIsbSxIWIiIiIiIiIGKvGTVwcPXqUoqIitzPOKTc31+2Eam39+vXExcW5nXFe+/fvJy8vz+0MERERERGRaqXGTFzs27ePIUOGcPPNNzN27FgOHz7sdpLXnj17GDlyJHfccQe///3v+eWXX9xOsmfPHli5ErZurdLV7t+/n/DwcMaPH8+WLVuqdN2++PHHHwkPD+fmm29mxIgRfP31124nncXUyTwA0y98ZPp4PXDggNGNp06d8v6/aV/rffv2sWvXLrczzislJYWkpCTjthsU/1xbuHAh+fn5bqec07Zt24iKiiIhIcHtlHPas2cPn3/+OUeOHAE0NsrD5HEBGhtOmTw2TB4XoLHhlMljw+RxARU4NiriWqymy8nJsX79619b9913n7Vr1y5rwIAB1o033mjt2rXL7TTr73//u9WqVSvrscces77//nurd+/e1pgxY6yCggK303yXn29Z999vWUFBljV+vGU1amRZc+daVl5elaw+MjLSuvPOO6tkXeV14MAB6/LLL7emTJliHT9+3LrpppusUaNGWdnZ2W6nWZZVPDbuv/9+6/7777c++OAD69ixY5ZlWVZRUZHLZcVtjz76qDV9+nTrww8/tI4fP25ZlhltJZYuXWrVr1/f+v77791OOUtubq41btw4q3v37ta6deuswsJCt5NKycnJsf785z9b48aNs5577jkrMzPTsiwzvr6nTp2y/vCHP1iXXHKJ1adPH2v8+PHWzp07LcuyjNiOubm51vjx463Q0FBr8ODBVmRkpJWQkGBZlhnbLy8vzxo9erTl8XisTz/91O2cUgoLC60HH3zQql+/vjVjxgzrp59+Murn7cmTJ63bb7/datasmTVkyBCrX79+1ubNmy3LMuO1Z/LYMH1cWJbGhhMmjw2Tx4VlaWw4ZfLYMHlcWFbFj40ascfFTz/9RH5+Po8++ihdunRh5cqV1K1b14hZveTkZJ588knmzZtH7969efvtt/nPf/5j1B4hZZo9G3bvhh9/hH/+E/7+d3jmGaiCQ18OHz5MXFwckZGRALzxxhusWLGCn376qdLX7YsdO3bg7+/PlClTqFevHgsXLmTjxo0UFBS4nUZKSgpXXnklBw8exOPxMH36dCZPngyAx+Nxte31118nNDSUgwcPkpWVxaxZs5g/f74RbafbvXs3eXl5LFq0iMLCQrdzvPLy8hg1ahTHjh1jw4YNXHXVVfj5mfPtfseOHfTp04cTJ04wcOBAVq5cyYMPPgiY8fX96KOPSElJITU1lVdffRWPx8OYMWMAXN+OKSkp3HzzzeTl5ZGYmMjMmTPJy8vjb3/7G2DG9qtbty4dO3bksssuY+rUqUYdBrl7926+++47tm7dyuzZs2nbti21atVyO8tr6dKlHDhwgMOHD7NixQp69erFU089Bbj/2gNzx0Z1GBegseGEyWPD1HEBGhsVweSxsWTJEmPHBVT82HD/GVWBWrVqER8fj8fj4amnnuKNN97gmmuuITMzk/fee8/Vtvvvv5+bb74ZKN5l2t/fn379+nHixAlXu8p0+oRPeDjcey80aQKnTsG4cdCsGezYUekZeXl5pKWlUadOHW655RaefvppVqxYwejRo4mNja309ZelefPmfPvtt3z//fcAJCQkMGDAALZt20ZmZqarbVu3biUwMJBVq1bx4osv8vLLL/Pmm2/y73//29Wun376iU2bNvHiiy/y+uuv8/zzzzN+/Hi+++47srKyXG2D4t3vSiYp2rZty9KlS4mOjubjjz92uey/tm3bRkpKCjExMTRt2pRvv/2Wn3/+2XuOFbcPDdq0aRNt27YlOjqaBx54gEcffZS0tDSys7Nda8rNzfXuWrl161aOHTtGvXr1aNSoEXPnzqWoqIjHH38ccGcXzJJf4izLYvjw4SxdupSAgACGDRtG9+7d8ff3B9z52p7+C2ZhYSHZ2dn89NNPfPHFF+zbt4+lS5dWedPpTu9bv349qampdOnShZiYGMaMGcPzzz/Ppk2bAPe+tiVft7i4OO8vc+3ataNr16706NHDu6wbfZmZmd7J9m+//daosVHyc9SyLEaMGMGSJUuMGRclfSXrLioqMm5sZGZmen+ebdiwwbixkZmZ6f0D486dO40aG9988w1JSUne/z9+/Lgx4wJgy5YtpKSkUKdOHYYNG2bUzwwo3mY//vgjAAUFBeTk5Bg1Nk7vW7duHWlpacaMjW+++Ya9e/cCxT8zSiZRTBgXAB988IH30P3vvvuuQsdGjZi46Ny5M926dWPx4sUMGjSI999/n6FDh9KsWTM+/PDDUsdYV7VWrVrRrFkzioqKqF27NocPH8bj8dC+fXvXmi4oJQXGj4d77oGXXiq+7eqr4f8mX6hdG1JTi//bpUul57Rr144uXbowadIkLrvsMnbs2MH7779PeHg4r776qusztr1792bhwoWsXr2abt26MWbMGLp168Y999zDQw89VKVv1FJSUli/fr333/Xr1ycvL4/k5GTeeOMNUlNTeeGFF3jwwQerfI+QlJQU1q1bB0BQUBDXX389119/PYWFhfj7+1OvXj2ys7MJCgqq0q7T+0q2nWVZ3h8Sa9asYcCAAUyZMoVHH33Utb0uzvza1qlTh7y8PHbu3MmoUaO45ZZbuP3227n11luBqp+FP72vqKgIj8fDL7/8wr59+4Di89R069aNgICAKu2C0ucYGj9+POnp6fzqV7+iTZs2rF+/nvnz5/Pyyy/zyiuv8Oyzz5KVlVWlf6Eq6fvDH/7AHXfcQd26dRk/fjxNmjTx/kLv5+fHgQMHvP9f1W0l52dKT0/Hz8+PRo0acfz4cfLy8pg7dy5z584Fik+OXZV7OZ7ed9ttt3HkyBHatGlDp06dmDlzJjNmzKBnz558/fXX3HDDDWRmZrrytb399tu5/fbbOXz4ML169aKgoICYmBhSUlJYvnw5SUlJ/O1vfyM/P7/K+4YPH84dd9zBuHHjSE1NJTQ01IixUdL2hz/8gXHjxgGz7/JDAAAZvklEQVTw+9//nuDgYO/PL7fGxel9d9xxB2PHjiU1NRWPx2PU2Di9Ly0tjZCQEKPGxvDhw7n99tv5/e9/T0pKCj179jRmbHzwwQf079+fBQsWANCpUydatmzp+rg4vW/AgAE8/fTTXHrppdx55500adLEiLFR0te/f3+efvppAPz9/WnYsCF5eXmuj41z9bVv355f/epXPPnkk66PjZK2kj1mLr/8ck6cOMG7777r+rjYs2cPV111FXfccQdHjx4Firdd69atK2xs1IiJC4AnnniCl156idatW/PVV1/Rrl07IiIiWLdunSu/LJ+p5BvHhg0b6NKlizG7bpWybh307w8tWsBll8GLL8KcOcX3WRaUzNr+9BM0bQr16//3tkr06KOPsmvXLtLT0ykqKiIgIIDrr7+eXbt2GXHIyEMPPcS9995L586d2b9/P0899RTLli0jISGBr776qtLXb1kWc+bM4bLLLmPSpEmkpqYCxW8g27VrxyeffMKOHTtYtGgRY8aMwePx8Morr3iXqaq2yZMnk5KSQuPGjbnuuusIDAz0jouGDRvSsWPHKmk6X9+kSZNIS0vDz8/PO9nZo0cPjh07xlNPPUVKSgqLFi3ilVdeYffu3a70lXxts7Oz6dWrFy+88AKhoaEkJyczf/58tm7dypz/G7NVsR3P7EtJScHPz48+ffowZMgQ7r33XkaPHs2UKVNISkqiT58+PPfcc97PrWxLliwhIiKCPn36MHPmTOLj43n88ce59NJLyc3NJSEhgSuuuILOnTsTERFBt27deOaZZ1zpi4qKYseOHfzlL3+hRYsWWJbl/YtZXFwcN954o/fz3Nh2P/zwA5MmTaKwsJCDBw9y5MgRmjZtyr333ktQUBChoaHcfPPNHDx4sNLbztW3a9cupk6dSt26dSkoKODTTz9l6dKlzJgxgzfffJNu3brx8MMPA1UzNk7ve/LJJ4mLi2Pq1KmMHj2a+++/n+XLl/OrX/2KESNGcP311/P66697D4msir4FCxYwZMgQevXqxeuvv058fDxz5syhVatWZGdnuzo2Tm9bsWIFO3bsYNq0abRs2ZKioiLvxLIb4+LMvtdff51du3bx6KOPAv89WbKbY+NcfbNmzSIwMJD8/HzXx8bpff/4xz+Ii4tj9uzZjBs3jnvvvZfXXnvN1bEBxT9jBw4cyP79+1m3bh09e/bk2LFjrv/MOLMvJSWF1atX07x5cyPGxpl9Bw4cYPXq1UDx2EhPT3d1bJzZt3//fj777DPat29PYWEhn3zyiatj4/S2tLQ0PvnkEyZOnMikSZNYtmyZ6z8zunfvTu/evTly5AjDhg0DivdMrsixUWMmLkaMGMHvfvc7Ro0a5Z1x7NOnD40aNTLifBIlf6ndtm0b11xzDQCvvPIKDz/8MMePH3cz7b8+/hhGjiw+f8XDD8Pdd8POnVBQAB7PfycpNm+Gli2hcWPw84PvvoP/m3mrDEOHDmX06NF89dVX3kMJwsPDjTqj7saNG/nmm28IDg4GYPDgwZw4caJK9iDYtm0b+/btIyoqip49e3rfGF599dUEBASwd+9ehg0bxoYNG2jcuDGTJk1izZo1QOXPxJ/ZtmjRIqD4mMvTv34ff/wxbdu2rZKmC/U9//zzANSuXRuAL7/8En9/fzweD7/97W/5n//5H2JiYmjTpo0rfSVf20GDBhEQEMDrr79Ot27d8Hg8XHnllTz77LMsWrSIoqKiKtmO59t+V155JS+++CKjRo0iMzPTe9jejBkzmDp1apX9leDMcwytWrWK119/nQEDBhAaGsqWLVu48soriYyMpKioiPDwcA4cOOBq3zvvvOM9L03JGElPT+fyyy/3fl5VXHb5XOdneueddzh8+DAtWrSgTZs2pKWlsWzZMtLS0khLS2PatGlVNjbOte1WrFhB37596d27N1u2bGHPnj3e5SdOnMjmzZvJzc2tkrFxZt8777zDihUrOHXqFLfccgv9+vVj2rRp/O1vf2PcuHE888wzrF27lqysrCrpq1+/Pu+99x4LFy4kODiYnj17sn37doYNG0aHDh3YunUrffv2dWVsnKutZJd9Pz8/7/rdGBfn6uvRowdJSUl4PB5atmxJ27ZtSUlJcW1snKsvLi6Oq666ij59+vDNN9+QmJjoXb6qx8a5vr47duygSZMmjB49miuvvJKpU6e6MjZKvuceP36cZs2a0b17d5YuXUrXrl257LLL+Oqrr1z9mXGuvjfffJOcnBz8/Py873/cGhtn9nXr1o0333yTo0eP0rJlS1q1auXqz41zbb9ly5bRqVMn+vbty+bNm137uXFmW48ePVi2bBlHjx5l9OjRXH755Tz22GOu/cxITEzk6quv9u4J8v777xMfH8+QIUMIDQ3l22+/rZCfGTVm4qJ27dosW7aMnJwcrrvuOhYuXMgtt9zCgAEDaNasmdt51KpVi4KCAu85G4YMGcL8+fO59tprqV+/vjtRO3dCXFzx/586Bf7+xSfgPHHiv4eE9O1bfB8U3w/www/wpz/Brl0QGgqPPw6VuAt93bp1Wbx4sfeEhPPmzeOKK64gLCzM+2bXbSNHjiQjI4Pp06ezZs0a+vXrR+vWrenQoUOlr7tr165MnjyZyZMnExERwddff82XX35JnTp1GD9+PN988w3x8fHev94WFBQQEhKCZVmVPkt7ZtumTZu8e6GUHFKQl5fHpk2buOuuuwD49NNP+cc//lGpXb705eXl0b9/f95//33atWtHXFwc7du3p1u3btSrV8+VvpKvbe3atZkwYQIdOnTgu+++8y7fokULevTo4b1clht9JdsvPz+fpKQkWrRoQWBgIFB8aFX37t2rbE+pM88xFBAQQK9evfB4PNx3330cPnyY1157jUOHDlGrVi0OHDhA586dq2wvvbLOgeTn58ehQ4c4duwYvXr1YsOGDXTs2NE7QeRGW35+Pj/99BM7duxgwIABzJs3j2+++Ybf/va3REVFcfLkyUpvO1dfydcW4K677iIiIoJ3333X+4eLkl3TGzRo4Fpfv379OHnyJFlZWd7zIpX8UeP7779n1KhRNGzYsEr6/vznP9O3b1927dpF9+7dWbduHYMGDSI2NpbrrruOjIwMXn/9dVfGxpltn332GREREaxevdr7vePgwYPk5uZW+bi4UF9MTAyff/45u3btYtCgQcydO9eVsXG+r+369eu5+uqrGTZsGO+99x6HDh0Cqn5snKtv6NChrF69mu3btxMXF4fH43FlbJS8wcrLy+P3v/89ERERHDhwgA8++IAXXniBzMxMXnvtNQ4ePOjKz4wz+8LDw/nll1/4z3/+A0BAQICrY+N8fe+++y4AP/zwAwMGDHBtbJzv6/v+++/z9NNPc/XVV/Puu++6MjbOt+1K/tAYHx+PZVneyamq/pkxbdo0Tpw4wYQJE+jSpQvTpk1j7NixjBkzhv79+1fcz4xyX4ekmtu5c6f18ssvWzfccIP1zDPPuJ1Tyvbt2y2Px2O1aNHCWrBggbsx27ZZlsdjWTfdZFmnThXf9tlnlnXbbZY1bpxlDR1qWYGBlnXzzZbVvr1lxcQUL3PggGX16WNZrVsXXx712WerLHn79u3Ws88+a11//fXWs1W4Xl+tWrXKuuOOO6wBAwa49tpLSEiwIiMjrVtvvdV728yZM60hQ4ZYjzzyiPXjjz9agwYNsqKiolxru+2227y3FRUVWT///LM1fvx4KyEhwbr22mutSy65xFqxYoURfQMHDrQaNGhgLVq0yLIsy9qyZYsVEhJipaenu9Z35tf2iiuusB5++GErKSnJuvrqq60JEyZUedvpfadvvwceeMAaO3as9cEHH1hZWVnW1VdfbY0fP946VfI9p4qUXJJr8+bN1oABA7yXOXv//fet8PBwq0+fPlZ4eLjVunVr6+uvv67StjP7Bg4cWOrydf/4xz+snj17WjfccIP1/9u796Cq6/yP468DiDgZQRdNitFQBkZCzSsm0x5wV6lW1prssq5GtGOl1YgmpdioqehM2Zg7hjs1iY2X0sxELS/BOGQJ7iYyo6uludpok41kjqAiwvv3x9lzUIPsF0e+3/T5+MfzPefr97zmfPycL7z9XG6++WYrKChwNJv/s8vLy7O33norcN7Ro0dtxYoVrZrt0nwXtm1RUZGlpKRYjx49LC0tzWJiYmzz5s2O5hs4cGDgeObMmZaSkmJZWVmWmZlpMTEx9vHHH7d6vrKyMluzZo2ZmZ04ccIyMzPthRdesAULFtjQoUOtV69ejvWNS7MNHz7cxowZY99++62tXLnSkpOTHesXTeXLzMy0vLw8e+SRR2zp0qWB85zqG8217euvv25er9eSk5Md7RtN5cvNzbWsrCzzer32+OOPt3rf8H/3vvzyyzZlyhQzM5szZ455vV4bMmSIPf/885aRkeHYPaOpfHPnzrW0tDQbMGCAlZSU2KpVqxy7ZzSXz+v12rBhw6xv376O9o3Lte/YsWMtLS3NkfvGL312Q4cOtdTUVPN6vfbEE084ds/Iz8+3xMREW7x4sZmZ7d+/3zIyMmzKlCm2ePFiS09Pb3HfuOYKF35u2bf4QufOnbN58+bZmTNnnI5iVlpq1r+/WWam2cKFF782Z47ZX/7ie9zQYDZ9uq9QYWZWXW3WqZPZ8883FjxamRvb1q++vt7xvZ9XrlxpqamptmTJEjPz/btbs2aNpaWlWXx8vD311FOOZ7vwxrVp0ybzeDzWrl07e/bZZx3LZtaYz/+lfGGBwg37ZV/atmfOnLEVK1bYoEGDLD4+3saOHeuqfN98842NGTPG+vfvb7GxsTZu3DhH882dO9eys7Mveq6qqspWr15tb7zxhkOpGjWVb/bs2RYREWETJ050KJVPU9n8zp4928ppfq6pfMeOHbPly5fb/PnzHUrV6NJ8NTU1VlxcbHl5efbKK684mMzH//22bt0669atm1VUVFhVVZWtWrUqULh1OtuGDRusc+fOtmvXLps9e7aFh4c73i/MGvOtXbvWEhISbOfOnYHXamtrnYoVcGHbxsfH286dO+3YsWO2dOlSV3zv+fMVFRVZUlKSlZaWWnFxsU2ePNmxvjF16lQrKSkxM7PMzEzzeDzWp08fMzM7fvy44/3i0nxhYWGWnJxsZmazZs1yvG809fn169fvonOc7Bu/1L7ff/+9o32jqWwDBw40M7NPP/3U0X5RW1trO3bsMLPGfvv+++9b9+7drbq6Oij3jLArM2DE/dy4+GWbNm0Ci7w47vRpKTLSNxXkk0+kYcOk2Fjp1Clpz57GHUM8Hql/f2nLFun4cd+inPv2+f6uQ9zYtn5O7qlsZvJ4PBo0aJDKysr0wQcfaPTo0dq0aZN69uypkpISnTx5UjfccIPj2VauXKmRI0dqy5YtKikpUU5OjsaPH99q8xwvl+/DDz9UVlaWtm/frsTERMXHxzv67665ti0uLtaAAQM0YsQIVVdXO9K2v5TvwIEDGj9+vKKiohQaGqoOHTo4kq++vl6hoaHatWuXHnzwQUnSm2++qa+//lrTp08PPOeUpvItXLhQx48fV+/evXXo0CF17NjRNdkKCgq0f/9+vfjii+rYsaPatm3rSLbm8vnbdsaMGXrsscccy9ZcvoULF+rAgQPKz89Xenq6o/n8/OvixMXFqaGhQW3bttWNN96ohx56yOlogWxdunRRSEiIOnTooPvuu0/Z2dm69dZbnY4XyNetWzedP3/+oqmE/vWSnHRh29bX1ysiIkIdOnTQyJEjnY4mqTFf165dA/P7ExMTlZaW5th9t76+XqNGjVJtba0SEhI0efJkffbZZyorK1NKSorj/eLSfLm5uSotLdW+ffuUmZmpJ5980tG+0dTnt23bNpWXl2vAgAGSnO0bl2tfJ/tGU9lKS0tVXl6uwYMHKz093bF+ER4err59+wZyhoSEKDY2Vu3atVN1dbU6duzY4r5xzRYucBmnTvmKFSkp0hdfSEuXSpMnS9dd51tw8/vvpR07pFtukfLypCFDfEULydGiBZrnX8wvJiZGo0eP1qhRoxQWFqa4uDitW7dOkhz7xbapbCEhIUpOTtayZct05513OpLrl/KFhYWpW7duWrt2beAct+WLi4vT+vXrFRoa6ljbNpcvNDRUXbt21fr169WpUyfHsklNrzF0+PBhvfPOO45twXu5fIcOHVJhYaEGDx7sumz+z86pYsrl8vkXRnSyT/yafK21Vs7l1NTUKCQkRJWVlcrOzlZaWpprtmxvKlt0dLTj3yl+l+bzer3q3Lmz07EC3Ny20s/zpaenB9Yuc/Ke269fP5WVlSknJ0fDhg0LbO3tX4DdaU3l8+8qkpiY6HS8Zj+/6Ohoh5P5uLl9m8vm/1nF6f+89Xg8OnfunMLDw1VRUaGxY8fq/vvvD97PAy0YEYKr2eLFZiNH+h7/85++NS0GDjRbs8bs3/82+9vfzPr1800RmTnT0aj4/6mpqbG7777brr/+elu0aJHTcS7i5mxm5GspN+dz1RpDTXBzPjdnMyNfS9TX11tJSYl5vV7r1KmTvfrqq05HCnBzNjPytZSb8126DpPbpiiTr2XcnM/N2fx2795t99xzj0VHR9trr70W1GtTuEDTFiwwKyz0Pf77383CwnyLcF44V3nPHrOaGmfy4Tf7/PPPbcKECXb69Gmno/yMm7OZka+l3JzPVWsMNcHN+dyczYx8LXXq1ClbvXq1K9YquZSbs5mRr6Xcns/pNcsuh3wt4+Z8bs+2bNmyK3JP85j9b2NYXP3+9S/pppukuDipocE35eNSZr51KxYtkl5+WWrXzjf144EHpG3bpJwcKTOz9bMjaOx/6w24kZuzSeRrKbfnAwAAgDuxxsW14uOPpT//WRozxleUaG6RSP8vFfHx0p13So8/LmVl+da8MJNcMm8Uv52bf3F0czaJfC3l9nwAAABwJ0ZcXCvee0/6xz98Iy6ys6Xhwy8edVFfL4WGNj535oxvtAUAAAAAAA5ybm9GtA5/Xer0ad8OIElJ0ooVvhEUISG+goXkK1pIjYWMiAjfn/7XAQAAAABwAIWLq51/aPaZM9Jf/yr94Q9SVZX04Ye+5/0Fix9/lB57zDeNRPKNvLjwdQAAAAAAHEDh4mrnH3Fx7JhUWSllZEh/+pO0ZImUkiJt2eJ7vaZG+uYbacEC3zEFCwAAAACAC1C4uNr5R1yYSX/8o+/xF19In30mnT3rK2JIUmys9O670n/+40xOAAAAAACaQOHiWlFfL40a5VvnoqpKys2VbrhB2rGj8ZzEROfyAQAAAADQBLZDvVb06yeVlUk5OdKwYdJ//+t7PirK2VwAAAAAAPwCtkO9VtTVSW3aNB6bNU4jAQAAAADApShcXGvq61l4EwAAAADwu0HhAgAAAAAAuBaLcwIAAAAAANeicAEAAAAAAFyLwgUAAAAAAHAtChcAAAAAAMC1KFwAAAAAAADXonABAAAAAABci8IFAAAAAABwLQoXAAAAAADAtShcAAAAAAAA16JwAQAAflcOHTokj8ej9u3ba9q0aUG7bp8+fRQREaFevXoF7ZoAAKDlKFwAAICg6t27tz766KMr/j5HjhzRjBkzgna9L7/8UosWLQra9QAAQHBQuAAAAEFTV1enPXv2qEePHk5HAQAAVwkKFwAAICiOHj2qyMhI1dXVqUePHmrfvr0qKytb7f29Xq/mz58fOB4+fLimT58eOP7xxx+VmZmpqKgo3XTTTUpPT1dDQ0Or5QMAAL9NmNMBAADA1eG2227T22+/rYKCAm3bts3pOD8zb9481dTU6LvvvlNoaKhKSkrk8XicjgUAAC6DERcAACBoKioqdNdddwWOZ82apQ0bNjR7fnl5uXbv3t0a0eTxePTTTz/p4MGDatu2re69914KFwAA/A5QuAAAAEFTUVFx0a4clZWV6tmzZ7PnL1++XKdPn26NaMrNzZXX69WIESN0yy23aPz48UwVAQDgd4DCBQAACJrKysqLRlwcOXJEt99+uyRpzpw5Gjx4sOLj41VYWKiNGzeqsLBQubm5ys/PD8r719bWBh6fPHnyotciIyM1b9487d27V1u3btWSJUu0cePGoLwvAAC4cihcAACAoKirq9OJEycCx9XV1Wrfvn3g+LnnnlNxcbEqKir07rvvKiMjQ0lJSdq6daumTJkSlAxFRUWqqanRrl27tH37dp06dUp1dXWSpE8++URfffWVzExhYWFqaGhQZGRkUN4XAABcOSzOCQAAgqJNmzbKyclRenq6zp8/r82bNys5OVmSb0ePSZMm6eDBg6qtrdUdd9yhI0eOKDY2NqgZYmJilJCQoKioKOXn52vmzJl64IEHlJqaqoMHD2rcuHH64YcfFB0drZdeekmpqalBfX8AABB8HjMzp0MAAICrT0FBga677jqNHj1aEyZMUEpKih5++GHl5+crPDxcSUlJKi8vv2jL0l/j8OHDSkhIUEREhHJycjRt2jRJvu1Qn376aT366KO/KW///v21d+9ede/eXeXl5b/pGgAAIPgYcQEAAK6IyspKPfPMM5KkQYMGaerUqSoqKlJVVZUmTpyoLl26aNKkSdq3b5/ee++9X33dzp076+zZs0HPu2PHjqBfEwAAtBwjLgAAwFWhpSMuAACAO1G4AAAAAAAArsWuIgAAAAAAwLUoXAAAAAAAANeicAEAAAAAAFyLwgUAAAAAAHAtChcAAAAAAMC1KFwAAAAAAADXonABAAAAAABci8IFAAAAAABwLQoXAAAAAADAtShcAAAAAAAA1/o/53CbPioW/8AAAAAASUVORK5CYII=\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "iVBORw0KGgoAAAANSUhEUgAABC4AAAFfCAYAAACBaY1lAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAAN1wAADdcBQiibeAAAIABJREFUeJzs3XlclPXe+P/XgGwysikqKAaZot5ux61bS0VNj6alqeSCKbbbbXfmUi55RBOORmWlWadSMJcoKrfOscwUT5Z2ax3LVDRURDRAYhEEhmWu3x/+uL4i2zAjzMd8Px8PHnfNtcxrrpk493y4rs9l0DRNQwghhBBCCCGEEEJBDvYOEEIIIYQQQgghhKiODFwIIYQQQgghhBBCWTJwIYQQQgghhBBCCGXJwIUQQgghhBBCCCGUJQMXQgghhBBCCCGEUJYMXAghhBBCCCGEEEJZMnAhhBBCCCGEEEIIZcnAhRBCCCGEEEIIIZQlAxdCCCGEEEIIIYRQlgxcCCGEEEIIIYQQQlkycCGEEEIIIYQQQghl3fIDF+7u7oSEhBASEsKXX35p7xwhhBBCCCGEEELcRAZN0zR7R9iic+fO/Prrr3XaxmAw1FONEEIIIYQQQgghqmPNEMQtf8bFhQsXGDBgAGFhYfzxxx8Wb6dpmrI/27Zts3uDMn2pqeT5+6OlpqrZp/Kxkz7pu0XapE/6pE36bvW+oqIikpOTKSsrs2j9goICzp07Z/H69vhRuU36/rxt0nfr9RUXF5OcnIzJZLJofWvZfeBizZo19OrVCxcXF8aMGVNhWUlJCTNnzsTHxwcfHx+effZZSktLK6xz9uxZ/v3vfzNkyBAWLVrUkOn1Jjg42N4JNWroPidn5zqtr/LxU7kNpM9WKvep3AbSZyvps57KbSB9tlK5z2Aw4OBg9/9XXAghbOLo6Nggz2P3S0U+//xzHBwc2LNnD6mpqWzbtk1ftmTJErZv386uXbsAGDFiBGPHjuVvf/tbpf0UFBQwaNAgfvjhh1qf02Aw2DTaIxrQxYsweDDs3QutWtm7RgghhBCiEpPJRFpaGgEBARYNRhQWFnL58mXatGnTAHVCCFF/zGYzFy5cwM/PD2cL/uBs7Xdxuw/zjh07ljFjxtCsWbNKy9avX89LL72En58ffn5+LFq0iHXr1unLr169SllZGQD79++nXbt2DdYthBBCCCGEEEKI+tfI3gHVyc7OJjU1le7du+uPde/enZSUFHJzc/H09CQxMZHHH38cDw8PXFxc+OCDD6rcV0REBEuXLq3w2Pbt26tcNzg4mA4dOgCQmJjIqVOnGny9AwcOVDtfx+3W919eXgQUF+OiaF9d10tMTASwy/smfbd3H6A3Sp/0Sd//07RpU+69994Gf17p+3P1ubi40LZtW65evYrBYMDJyQkXFxfg2tkYJSUlFfZTXFyMpmmYzWb9DA2z2Vzlc5aT9WQ9WU/WU3E9s9mMpl2bu6e4uLjW339W0xSxZMkSbfTo0fq/p6SkaIB2+fJl/bGMjAwN0C5cuGDTcyn0squ0bds2eyfUqEH7UlO1PH9/TUtNtXgTlY+fym2aJn22UrlP5TZNkz5bSZ/1VG7TNOmzVUP1FRUVacnJyVpZWZlF6xcUFGjJycn1XGUbS1+LvUif9VRu0zTps1VD95WVlWnJycmayWSyaH1rv4vb/VKR6hiNRgByc3P1x8r/uUmTJlbtMzY2lpCQEJvbhBBCCCGEEELUv4iICEaOHMnw4cO5++67iY+PJz09nQEDBjBo0CAmTpxIaWkphw8f5oknngAgPDycI0eO2Llc3EzKDlx4e3vTunVrjh49qj929OhRAgIC8PT0tGqf4eHhJCQk3KRCIYQQQgghxM0UERFBeHi4XZ47JCQEV1dXjEYjRqOxQkdqaiohISE0btyYnj17cvz4cbs0VsXatqFDh+Lr64u3tzdDhgypcInUgQMH+Mtf/oLRaKRnz576d7LTp0/To0cPgoKC2Llzp9XNGRkZ/Nd//RfFxcUVHo+IiGD69OmV1n/llVcwGAzs27ePhIQEPD092b17N/v27cPLy4uDBw/Su3dv/Pz8mDVrFnfccQe9evWyuq+cNccI4MiRI/Tu3RsPDw+6dOnCvn379GXbt2+nX79+uLi41PmzXt223377rf659fDwwGg0YjAY+PHHH61+7eX69eunxOfd7gMXpaWlFBUVUVpaitlspqioSP8AT58+ncjISNLS0khLSyMqKorHH3/czsVCCCGEEEKIP6N3332X/Px88vPziY2N1R9/8skn6dSpE3/88Qfjxo1j0qRJ9ou8gbVtK1eu5OLFi2RlZTFhwgSmTJkCQFFREaGhocyZM4ecnBzGjh1LaGgomqYRERHB6tWr+eGHH3j55Zetbl6xYgWPPfaYRXehAHB3d6dFixY0btyYgoICcnJymDx5MoMGDeLLL7/kypUrAMyYMYN33nmHGTNmWN12PWuOEcC0adMYN24cOTk5vPjiizz88MP6vBCenp7MnTuXJ598ss491W3bv39//XN75coVtm7dSmBgID169LDxCMDs2bNZsmSJzfuxld0HLpYvX46bmxuRkZHs3LkTNzc3hg0bBsDixYvp27cvHTt2pGPHjvTr14+FCxda/VxyqYgQQgghhBDqOXjwIEajkaioKDZv3qz/9fj6y8Zt8dZbbzFnzhySkpLqvO2VK1fYvXs3CxcuxM3NjTlz5nD27FlOnDgBQGBgYIWzug0GA8nJyfq///bbb/Tv3x8PDw/8/f159dVXKz3HxYsX6dChA1u3br2pbTXp0aMHzs7OmM1mysrKOHnyJHBtknGTycSUKVNo1KgRc+fO5ezZsxw7dgxN06q85W9mZqbFzSaTiQ8//JDJkyfrj13//m/ZsqXG91/TNDZv3szQoUPZt28f9957rz5gMG/ePP7xj38wd+7cSttZc4ytOUYAKSkpjBkzBgcHB8aNG0dmZqZ+84CQkBDGjh1L06ZNLe4oZ+m2MTExPPLIIxgMBqDmz2htn89Ro0axd+9e0tPT69x7M9l94CIiIgJN0yr8lB9UJycn3n77bbKzs8nOzmbNmjU0amT9jVDkUhE1ZWVlkZycXOXPhQsXKC0r48KFC2RlZdk7VQghhBBC1IO+ffuSn5/PwoULCQsL0/96bO0l4jcaM2YMjo6O3HvvvQwfPpydO3dWeQeFefPm0axZM4YNG6ZfFpCUlIS7uzuNGzcmJCSEgoIC7rzzzmrvPnOjJUuW8Je//IWcnByOHz9O3759K61TUlLCqVOn6jxQY2vbqFGjcHV15ZlnnuHpp58G0L/sliv/jpaUlMSSJUt45pln6N27N4sXL+abb75h8uTJfPzxxxY3Hzp0CF9fX1q2bKk/dv37P3ny5Frf/yFDhvDOO+/wwAMPkJOTA8BHH33EXXfdRXh4OG3btiUuLq7CNtYe47oeI4CZM2eydetWysrK+PTTT+nduze+vr51el5r5ebmsm3bNh555BGL1q/t8+nq6krPnj35+uuv6yPXYsreDvV2Vn7rOFXdzL6srCwCg9qSdyWnyuX+wF5gcN++5Hl4kXzuDD4+Pg3Wd7Op3AbSZyuV+1RuA+mzlfRZT+U2kD5bqd4nLHPgwAHmzp1L69at+fTTT2tcNzk5mdOnT+tncJdr06YNr7zyCpGRkWzbto233nqL5557jqioKCZOnAhAdHQ0nTp1QtM0lixZwujRo/n111+5evUqTZo04erVqxw/fpyrV6/i4eFBfn6+xa8hIyOD9PR0/Pz8uOeeeyotDwwM1M8aqAtb27744gsKCwv58MMPadeuHXDtvxsXFxc2btzIhAkTWLlyJY6OjhQUFNChQwd+/PFHPv/8cz788EMGDBjABx98QOPGjS1uPnbsGO3bt7d4/YiICAD90p3y//vLL79Uu83SpUsrPWbtMa7rMQK4//77mTZtGosXL8bT05N//vOfdX5ea3300Ud0795db7VEbZ/Pjh071ni8G4Ldz7hoSLfKpSLl9wdX1c3su3LlyrVBi5AFMCK68s+gl8DdF/rOJO9Kjn79WkP13Wwqt4H02UrlPpXbQPpsJX3WU7kNpM9WKvfd+Bdb1VR1OYC93HvvvZX+el5dX3JyMrt37652X05OTnTr1o2//OUvXL16lYsXL+rLevfujbu7O0ajkejoaFJTUzl9+jTu7u7k5+cTEBDA5cuXad26NXl5efpdEKtyfV90dDQuLi706NGD4OBgPv/8c0tfeq1sbQNwc3PjiSeeICwsjKysLFxcXIiPj+eNN97A39+ftLQ02rdvj4eHB4cPHyY0NJSioiJWrVrFxx9/TIcOHfjiiy8sbs7Nza3xLpEq/rdx/THKycmp8Rjl5OQwatQoXn/9dUwmE9u3b2f06NFcunSpQVo3bNjA1KlTLV7fks9nkyZN9DNb7EWd30gNQC4VUZibD7g3q/zT2AcMjuDqZe9CIYQQQghRzywdMKnqdpgff/wxs2bN4uOPPyYkJESfbwCuTaa4adMmBg4cyLBhw/Dy8uLYsWPMmTOnyv0bDAa95a677iI/P18f5CguLubMmTMVzugxmUwA5OXlVdpXq1at2LBhA5cuXWLOnDk89dRTlh0MC1jSZqn8/HzOnj0LXBss+vHHH8nMzCQqKopz587RtWtXunTpwmeffcaUKVNYu3YtM2fO5Mcff2T58uUWP4+Xl1eVxwmqfv8PHDjAf//3fzN+/Pha913bwJWtLDlGp0+fxsXFpcLlSW3atOG7776rt65yJ06c4Oeff2bChAmVllX3GbXk85mXl4eXl32/j91WAxe3isTERHsn1Ej6rKdyG0ifrVTuU7kNpM9W0mc9ldtA+mylcp81p6w3pKrmf2gILVu25OTJk5SVldW4XpMmTSrdDnPChAm88cYbTJgwgYSEBLp06aKv/8orr/Dhhx8ye/Zszpw5w8KFC2nevLm+PCcnhy+//BKTyYTJZGLp0qX4+fnpf0UfNmwYf//73ykqKuL111/nzjvvpFOnTvr28fHxlJaW8v777wPoEzECbN26lUuXLmEwGHB0dKzybIiLFy9y11131flsDEvabty32Wzm5MmTfPLJJ1y9ehWTycSyZctwcnLSz1JKTEzEZDKRk5PDs88+y8CBAwkMDMTV1VXfb1lZGU5OTjRq1IjS0lKLm7t06VLtHBxVvf9VnXFTnZoGLup6jKs7RuWXuVR3jNq1a0dBQQE7d+5E0zSOHDnCyZMn9WNbVlam31Wz/J+vf701dda2bUxMDCNHjsTb27vStjd+RrOzswHLPp8nT56ka9euFh23+nJbDVzcKpeKWDqZjr1In/VUbgPps5XKfSq3gfTZSvqsp3IbSJ+tVO8TlT388MO4u7vTqlUrWrduXe1lwtXdDrM68+fPZ/fu3YwePRpHR8dKy0tKSpg/fz5NmzalZcuWHDp0iB07dug3BvjHP/7BsWPH8Pb25pNPPuGjjz6qsL3JZKJly5YcOHCAadOmVfir9ZEjR+jZsydGo5HVq1ezYcOGKp//zJkzFl0WfaPa2qrat4ODA2+++SatW7fG19eX3bt3s3PnTv1L69atW2nZsiUBAQGYTCY2btxY6XmfffZZIiMj6dChAy+++KLFvXfffTeZmZn8/vvvlZZZ+v7X9Yyb6o5DTaw9RuXvw8KFC/Hw8GDixIm8+eab+kDaxo0b9btqbtq0CTc3twrHt6bOmrYtKytj06ZN1U7KeeNn9IknngBq/3wWFRXx448/MnToUIuOW325rSbnDA8PJzw8XMnrpoQQQgghhLjdeXl5sXfv3kqPN27cuMJZDFu2bGHo0KHMmDGDKVOm6GewODs7U1JSUml7Z2fnGp/X19eXo0ePVrs8ICCA/fv3V7t80aJFFb58Xn/GSmRkJJGRkTU+v7UTR1rSVtW+g4ODa7x0YcGCBSxYsKDG523dujU//fRT3WIBFxcXpk2bxkcffcTs2bMrLPPy8mLPnj21XjLk6enJ7t27cXV15emnn9bPuGnRogVffPFFlbecresxru4Ylb+3NR2j+++/n/vvv7/KZeXfSatTU2dN2zo6OvL7779Xe7bUjZ/RcrV9Pnfu3MngwYNp0aJFtes0hNvqjAshhBBCCCHErad58+Y0b96cAQMG8OOPPzJ48OBKt8OEa5chHD16lClTpnD69Gk7FouavPjii6xbt47i4mKrtq/rGTfCeq+//rp+Zxd7uq3OuBBCCCGEEELcmj7++GP9n81mc5W3Z2zSpEmNZx8INTRv3pzjx49bvP6NZ9xs3ry5TmfcCOsdPHjQ3gnAbXbGxa0yx4UQQgghhBDi1pCcnKz0rXf/DG4842bIkCFyxk0d/Bk+o7fVGRcyx4UQQgghhBBC3HquP+MGkDNubjO31cDFrcKa+y43JHv2paam1rqOvSeOqYm8t7aRPuup3AbSZyvps57KbSB9tlK9TwghhGUMmuo3ka4HBoNB+Xtn3y6Sk5MJCgqCEdHg3qzScv/CbPbuf4XB3cK49P0q0Gq/p3gTDy+Sz53Bx8enPpKFEEIIISowmUykpaUREBBQ690QAAoLC7l8+TJt2rRpgDohhKg/ZrOZCxcu4OfnV+vde8D67+JyxoW4NZSZrg1ahCwAtxoGJAqzyEv4O1euXJGBCyGEEEIoqfz/cS8oKMDFxQVHR0d7JwkhRJ2VlZVRWFgIUO/TMdxWAxexsbHExsbaO6NWiYmJSk+eYtc+N58qz8y4Vch7axvps57KbSB9tpI+66ncBtJnK1X7XFxccHNzIzMzE03TcHR0xGAwKDUPm6ZpSvXcSPqsp3IbSJ+tGqJP0zTMZjNmsxmDwYCHhweNGtXv0MJtNXBxq0zOeerUKSX/R7ac6n0qU/3YSZ9tVO5TuQ2kz1bSZz2V20D6bKVqn8FgoHHjxvj6+lJcXExpaSmapil1KXNRURGurq72zqiW9FlP5TaQPls1RF/5QKuTkxNOTk4N8v36thq4EEIIIYQQQhUGgwEXFxdcXFzsnVKJwWDAaDTaO6Na0mc9ldtA+mylep+1ap89SAghhBBCCCGEEMJOZOBCCCGEEEIIIYQQypKBCyGEEEIIIYQQQihL5rgQQgghhBDCDjRN0yfnNJvNSk3OaTKZMJvN9s6olvRZT+U2kD5bNUSfwWDAwcGBRo0a4ezsLJNz3my3yu1Qg4OD7Z1QI9X7VKb6sZM+26jcp3IbSJ+tpM96KreB9NlK1T5N07h69SpZWVlK3w61pKTE3hnVkj7rqdwG0merhugrvwtSWVkZBoOBJk2a4OXlVa+/wwyaSkO7DcRgMCg1on07S05OJigoCEZEg3uzSsv9C7PZu/8VBncez6VDa6pdT3c1E3bN49y5cwQGBtZfuBBCCCHE/89kMpGWlkZAQAAODrVfiV1UVER6ejq+vr64urpatI0QQqimrKyMwsJC/vjjD/z9/XFycqp1G2u/i8tvSSGEEEIIIRqQpmkYDAYaN24sgxZCiFuWo6MjjRs3Bqj3EwPkN6WCEhMT7Z1QI9X7VKb6sZM+26jcp3IbSJ+tpM96KreB9NlK5T7Vz/5V+Rp+kD5bqNwG1/ouX77MH3/8cVP3m5+fT1paGqWlpTbt51Y4fn9GMnChoFOnTtk7oUaq96lM9WMnfbZRuU/lNpA+W0mf9VRuA+mzlep9Qoiq9e7dm4EDB97Ufb766qv4+flx9OjRm7pf0TBk4EIIIYQQQgghhLhFubq66hP8vvbaa/bOqRcycCGEEEIIIYQQQhnJycn8+uuvN3WfERERaJpGr169bup+VbBixQqefvppe2fUKxm4EEIIIYQQQghR7yIiIujTpw/t27dn8ODBTJkyhaZNm/LVV18BMHfuXP32wJ07d66w7fnz5xk2bBhGoxFvb2/uu+8+TCYTADk5OYwbNw4vLy88PDy45557uHTpEgC//vqrfjaCwWDgyJEj+j5jY2MxGAzMnTsXPz8/AgMDKyyPjIykWbNm9OnTh4kTJ2IwGEhOTq71de7du5du3brh6uqKn58fc+bM0ZdFR0fTtm1bXF1dCQgIYPHixQAkJCTg6urK+PHjCQoK4sUXX8Tb25ulS5cCEBISgtFoZNGiRRiNRvr376+/xlmzZjFhwoRqe1atWkXbtm3x8vJi9OjR+nYAb731FnfccQeurq60a9eOzZs3V9g2MzOTxMREcnNza33d9UkGLoQQQgghhBBCNIiffvqJ7t27s2/fPrKysnB1deXDDz8E4IEHHuCVV17B29u70naLFi1i7969zJgxgxkzZpCTk0NJSQlwbf6Kzz//nAkTJjBr1iycnZ3Jzs4GwM/Pj+joaIYOHVpt044dO5gwYQLnz58nKioKgEOHDvHSSy/h7+/P3XffzSeffGLxa5w6dSoZGRksXLiQhx9+mLNnz+rLvvrqK7p3786CBQsICAhg+fLl7N69G7h2a2UHBwcuXLjAzp076dSpE++9956+bUFBAQcOHCA0NJQDBw6wYMGCWls2b97M7Nmz6dSpEzNnzmT//v1MnjwZgKSkJJ577jmaN2/O4sWLueeee0hKSqqw/Zo1a+jYsSNbt261+PXXh0Z2ffYGFhsbS2xsrL0zhBBCCCGEEOK25O/vz4oVK4iPj2fOnDnExsaSnp4OwMCBA+nfvz9vv/12pe00TcPJyYkePXpw//336wMM5csAunbtysMPP8yyZcv0ZU2bNmXu3Lnk5+fz9ddfV9k0Z84cnnrqKeLi4jh37hwA//rXvwB499136devHydOnGDv3r0WvUZN0/Dw8GDAgAH069cPZ2dnfVl8fDxGo5GMjAw6d+7M+PHj+fnnn+nduzdw7bKPQ4cOMW7cOAIDA5kxY0aF/cbFxeHn58d3333Hnj17am2JjY3Fw8ODVatW0ahRI7KysnjnnXdITU3Vj5u/vz8PPvggnTt3xmAwWPQaG9ptdcZFeHg4CQkJ9s6oVXBwsL0TaqR6n8pUP3bSZxuV+1RuA+mzlfRZT+U2kD5bqd4nxO3IwcEBB4drX0MdHR1xdHTUz5yoyYoVKxg+fDiPPvooTZs2Zfz48Vy9ehW4donJtGnTWLhwIS1atGDIkCGkpaVZ3NS0aVPg2iSX5S3lgylBQUEAtG3b1uL9bdmyBR8fH4YMGULTpk1ZsmQJAKWlpcyaNYvGjRvTunVrxo8fD1w7k6Jc+fGp6tg4Ozvj5+cHQGBgIJmZmbW2pKamcuXKFdq1a0dQUBDvvPMOACkpKbRr1461a9dy8uRJunbtSkBAANu2bauwffncIOHh4Ra//vpwWw1c3Co6dOhg74Qaqd6nMtWPnfTZRuU+ldtA+mwlfdZTuQ2kz1Yq96n6V81y5V8sVSV91lOxrfwv/1B9X+vWrdm6dSs5OTm88cYbfPbZZ2zcuBEALy8vYmNjycrKYuvWrezdu5c33njDpqZmzZoB6GdgnDlzpsa+6w0YMICDBw+SmZnJQw89xLJly0hMTOTrr7/mww8/ZMiQIWzZskWfv+L611+T4uJifX6K8+fP642AflZHUVFRhW1atWqFt7c3W7durfDTvn17NE1jxowZnD59mrNnz+Lj41Npkk9V5ri4rS4VEUIIIYQQQgihpldffRWAK1euYDKZePXVV/H09OSJJ55gxowZ5OXl0bFjR44ePQr8vwHA5cuX85///Ifu3btz4cKFCsu+/PJLfv31V77//nsANm3aREJCQo2TWQIMHz6cqKgoZsyYwYABAyy+TASgb9++9OzZk1atWnHixAm9x8nJCYDc3FySkpKIj4+3eJ/lJk2axJ133snp06eZOnWq/nhQUBAGg4F169bRqFEjWrZsyfTp05kyZQrffPMNsbGx9OnTh4yMDPbs2cOvv/5KUlISoaGhDB06FHd3dzIyMioNqq5Zs4alS5cSExNj17Mu1BtuEyQmJto7oUaq96lM9WMnfbZRuU/lNpA+W0mf9VRuA+mzlcp9lv6F1V7MZrO9E2okfdZTuW3evHnMmzeP7Oxs0tLSmDdvHpGRkQD06tWLn376icjISL755hsmT56sf3Hv1q0bZ8+eZeXKlXz88ceMGDGC2bNnAxAXF8e8efP0+S3efPNN5s2bp59BUZ3+/fsTERHBxYsX+e677xg9erTFr6NXr17s2LGDpUuX8vvvvxMZGUlwcDBDhgxh5syZJCYmsnbtWiZOnFin4+Pu7k6/fv2Ij4+nf//+Feb58PPzY9myZeTl5bFw4UJWrlwJwLRp01i1ahUnT55k2bJlxMfH6/NpeHt74+/vz/r164mKisLHx4f333+/Tk0NxaCp/luzHhgMBqX/x2L79u11+g+jod3MvuTk5GvXjY2IBvdmlZb7F2azd/8rDO48nkuH1lS7nu5qJuyax7lz5wgMDLwpjTfT7fTe1gfps57KbSB9tpI+66ncBtJnq4bqM5lMpKWlERAQYNFp5IWFhWRkZHDHHXfUe5u1zGazkpcUlJM+66ncBmr1lZWV4ejoCMC4ceP4/PPPyc/Px93dvcFbQkJCOHLkCPn5+TWu19DHz2w2c+HCBfz8/CpMQloda7+Ly6UiQgghhBBCCCHEDXr37s2oUaMwmUzs3LmT3r174+bmZu+s25IMXAghhBBCCCGEEDfw9PRk1apVAPTr16/K27SKhvGnGLg4cOAA/fv35/LlyxVmVhVCCCGEEEIIIayxb9++So/Za46QhIQEuzyvKtS4eMhGq1atolevXvbOEEIIIYQQQgghxE12yw9c7Ny5k3vvvdcuE6QIIYQQQgghhBCiftl94GLNmjX06tULFxcXxowZU2FZSUkJM2fOxMfHBx8fH5599llKS0v15WazmXfeeYcZM2Y0dHa9Cg4OtndCjVTvU5nqx076bKNyn8ptIH22kj7rqdwG0mcr1fuEEEJYxu4DF/7+/rz00ks88cQTlZYtX76cAwcOcPz4cY4fP863335b4V61W7Zs4cEHH8TV1bUhk+tdhw4d7J1QI9X7VKb6sZM+26jcp3IbSJ+tpM96KreB9NlK5T6DwWDvhBqpcjvK6kif9eraNmLECDZv3lxPNZXV17H79ttvMRgMxMbG6o+Fh4fTsmVLPD09ufvuuzl06JC+7OLFi9x///3D6MYvAAAgAElEQVR4enpyxx13sGXLljr3vfDCC7z77rsWr5+QkEBwcDDu7u489NBD5OXlWbTd0KFD8fX1xdvbm6FDh3Lq1Cl9WXh4OM7OzhiNRoxGI4MHDwau3ZZ5zJgxtGzZkqVLl1a537Vr1zJ//nyL++uT3f+LGjt2LGPGjKlyUs3169fz0ksv4efnh5+fH4sWLWLdunX68mPHjvHpp58yfPhwfvnlFyZPntyQ6UIIIYQQQgjxp7Zr1y7CwsLsnWGT0tJS5s+fX2kw8/nnn+fcuXPk5uby8ssvM3r0aH3yzZkzZ9KmTRsyMzOJjY3l0Ucf5dy5cxY/Z3p6OnFxcUyfPt2i9QsKCggNDWXx4sWkp6dTVlbGokWLLNp25cqVXLx4kaysLCZMmMCUKVMqLF+4cCH5+fnk5+ezd+9eADZu3EifPn04f/48hw8fJikpqdJ+H3vsMTZt2sTly5ct6qhPdh+4qE52djapqal0795df6x79+6kpKSQm5sLXHuD9uzZw5dffknXrl31UbBbXWJior0TaqR6n8pUP3bSZxuV+1RuA+mzlfRZT+U2kD5bqdynaZq9E2pkrzsnWEr6rGdp27p16zAajTg6OlY4SwGu/RX/ySefpF+/fnh4eFR59vzUqVOZOnVqvfXVxerVqxk5ciQtWrSo8Hi3bt1wc3ND0zRKSkrIyMggKysLuHb2wzPPPIOTkxODBg2iZ8+e7Ny50+K+DRs2MGrUKFxcXCxaf9++fXh5eTFlyhSMRiMvvPACcXFxFm3bo0cPnJ2dMZvNlJSUcPLkyVq30TRNP3tE0zT9d1JmZqa+jouLCyNGjGDjxo0WddQnZW+Hmp+fD4CXl5f+WPk/5+Xl4enpWWH9mm4PExERUen0l+3bt1e5bnBwsD4Sl5iYWOE0m4Za79SpU3Z5Xnv11Yfdu3dX+sVkbd/NXK98uarvr/T9eftOnTpFhw4d7PZ7Q/qkT9U+wK6/N6Tvz9Hn4uJC27ZtuXr1KgaDAScnJ/3LislkoqSkpMJ+iouLgWtf0Mq/ONT2Zcge60nfn7ev/PGa1ps+fTrTp0/XLy24fj1N0/jqq6/497//jaZpdOnShaeeekq/06PZbCYlJaXafd+MPkv3l5aWRkxMDIcOHWL37t2V1vuf//kf1q9fT3FxMWPHjsXHxwe4djmX2Wyu8Jp/++03i/t27drFk08+afHnIDExkU6dOrF//37ee+893nzzTS5fvswff/yBt7d3ra/3gQceYPfu3ZSWljJ79uwKz7t69WpWr15Nhw4dePXVV7n77rsJCwtj0qRJrFq1imeeeQaz2azPHbl69Wp92wEDBrBhwwZmzZpV5fOazWY0TaOgoIDi4uJaf/9ZTVPEkiVLtNGjR+v/npWVpQFaUlKS/thvv/2mAVpOTo5Nz6XQy67Stm3b7J1Qo5vZd+7cOQ3QGBGtMT6m0o//yNe1RGNLzf+/Z9a4nv4zIloDtHPnzt20xpvpdnpv64P0WU/lNk2TPltJn/VUbtM06bNVQ/UVFRVpycnJWllZmUXrFxQUaMnJyfVcZRtLX4u9SJ/16to2cOBALSYmpsJj06ZN05599ln93/v27at99NFHNyPvph+7sLAwva2q16JpmmYymbS4uDjtk08+0R976KGHtCeffFIrKirSdu/erTk7O2uPPfaYxX1NmzbVfvrpJ4s7ly1bpoWFhWmffPKJ1r17d62kpEQDtJSUFIv3UVBQoK1du1b75ptv9Mf+85//aNnZ2VphYaH2+uuva82aNdOysrL05YcOHdKmTZumvfDCC9rFixcr7fPHH3/UfH19q33OsrIyLTk5WTOZTBY1WvtdXNlLRby9vWndujVHjx7VHzt69CgBAQGVzrawVGxsLCEhITepUAghhBBCCCFuT+VnJgA4OztTVFRkx5qqfffdd5w9e5aJEyfWuJ6zszMTJkzg5Zdf1i+zWL16NampqbRq1YoVK1YwZswYPDw8LH7u3NxcmjRpYvH67u7u5OfnExoayn/+8x99Yk6j0WjxPtzc3HjiiScICwvTL3np3r07Xl5euLq68vzzz9OsWTMOHjxITk4OkyZNYu/evaxatYr09HR69OhBREREhX02adKEnJwcixvqi90HLkpLSykqKqK0tBSz2UxRUZF++tz06dOJjIwkLS2NtLQ0oqKiePzxx61+rvDw8BovKRFCCCGEEEII8edw+PBhDh48iMFgwGAwsH//fqZPn17tnTLKyso4fvw4AK1ateKf//wnmZmZfPPNN5w/f55u3bpZ/NxeXl4W3xUEoH379pw4cUL/9xMnTuh3Cqmr/Px8zp49W+UyR0dHADw9PYmJiWHBggUcPnwYNzc3zp8/z5EjRzhz5oy+fl5eXoXpG+zF7gMXy5cvx83NjcjISHbu3ImbmxvDhg0DYPHixfTt25eOHTvSsWNH+vXrx8KFC+1cLIQQQgghhBCiJmFhYXa/G8msWbP0iSc1TWPgwIHExMSwYsUKLl++zPvvv09ubi6lpaWsW7eOpKQkevbsCcCFCxfIysrCZDKxevVqzp07x0MPPWTxc3fp0qXG+XduNHjwYLKzs9myZQtXr14lOjqaCRMmVFjnhx9+4K677uKHH37QHzt58iSffPIJV69exWQy8fLLL+Pk5KTPx1O+rPw1pqen07dvXwwGA66ursC1ARsnJyccHR1xdHSsMC/FyZMn6dq1q8Wvo77YfeAiIiKiwodJ0zT9rAgnJyfefvttsrOzyc7OZs2aNTRqZP18onKpiBBCCCGEEELUrlu3bhiNRr799luefvppjEYjUVFRFm9/8eJFLl68WI+FtnFwcCAuLo62bdvi7e3N6tWriY+PJygoCLg22Xrnzp3x9vZmy5Yt7Nq1q06XiowYMYL9+/dbvH7jxo2Jj48nIiICX19fACIjIyusU1hYyJkzZygsLKzwOt58801at26Nr68vX3/9NTt37tQvMVm1ahUtW7akadOmxMTE8MUXX1Q6i2PYsGH8/vvv+Pr60r59+wo3UUhISOD++++3+HXUF2XvKlIfwsPDCQ8Px2Aw2DulRsHBwfZOqJHqfSpT/dhJn21U7lO5DaTPVtJnPZXbQPpspXqfECr7+eefq1124+1Rq7ocX8VL9K9vatq0Kd9880216953331cunTJ6ueaNm0avXr1wmQyWXxL1JCQEE6fPl3jcu2GWykHBwfz3Xff6f9+/d1EAA4ePFjr8zo6OhIfH1/pcZPJxK5du+o0YFVf7H7GhaisPm8TejOo3qcy1Y+d9NlG5T6V20D6bCV91lO5DaTPVir3qf6HtOu/+KhI+qynchv8efqaN2/OpEmTWL9+fT0XVXQzj9+6desICwvTzwCxp9vqjIvY2NhKo4NCCCGEEEIIIcTNtnLlSnsn2OSZZ56xd4JO7eGsm+xWuatIYmKivRNqpHqfylQ/dtJnG5X7VG4D6bOV9FlP5TaQPlup3Hfj6d6qMZvN9k6okfRZT+U2kD5bqd5nrdtq4OJWUZfZZ+1B9T6VqX7spM82Kvep3AbSZyvps57KbSB9tlK9TwghhGVuq4ELuauIEEIIIYQQQtguISGBwMBAe2fUKiQkBFdXV4xGI0ajkfDwcH3Z999/z6BBg3B3d6/0PbF8/fIfR0dHXnvttTo99wsvvMC7775r8foJCQkEBwfj7u7OQw89RF5eXp2e79tvv8XR0bHC9AjVvcbCwkLGjBlDy5YtWbp0aZX7W7t2LfPnz69TQ325rQYubpVLRYQQQgghhBBC3Bzvvvsu+fn55OfnV/hS7+rqypNPPsmiRYsqbVO+fn5+PpcuXcLV1ZWxY8da/Jzp6enExcUxffp0i9YvKCggNDSUxYsXk56eTllZWZVd1SktLWX+/PmVJiWu7jVu3LiRPn36cP78eQ4fPkxSUlKlfT722GNs2rSJy5cvW9xRX26rgQshhBBCCCGEENccP36cvn374unpSd++fTl+/Li+LCQkpMKX/MDAQP2PwF5eXowYMYKUlBT9jIQvvviiwr6nTp3K1KlTG+JlWK1Hjx5MmjQJf3//GteLi4ujZ8+eBAUFWbzvDRs2MGrUKItvhbpv3z68vLyYMmUKRqORF154gbi4OIufb/Xq1YwcOZIWLVpUeLy616hpmn4HEk3T9Hl3MjMz9XVcXFwYMWIEGzdutLijvsjAhRBCCCGEEELcZjRNY+LEiYwfP57MzEzGjh3LxIkTLZo4Nicnh127dtGmTRv9rIRRo0ZVWCclJYWUlJT6yq+TefPm0axZM4YNG2bV3DcxMTF1HoTZtWsXAwcOtHj9U6dO0alTJ/bv38+UKVPo1KkTly9fJjs7u9Zt09LSiImJYfbs2RY/3yOPPML3339PmzZt6NOnD2azmWeeeYa//e1vFSb4DAkJ4V//+pfF+60vt9XAhcxxIYQQQgghhBBw9uxZkpKS+N///V+cnJx47rnn+O2330hOTr4p+09ISFDiMv3o6GiSk5NJTk6mS5cujB49mtLSUou3T0xM5OeffyY0NLROz3vs2DHat29v8fpXr16lSZMmZGRkcPz4cTw8PIBrl6zUZu7cuSxcuBBXV1eLn69x48bs2LGDHTt2cO7cOdavX89LL73E2rVr9TMxADp27Mgvv/xi8X7ry201cHGrzHERHBxs74Qaqd6nMtWPnfTZRuU+ldtA+mwlfdZTuQ2kz1aq9wlhTxkZGfj4+ODk5ASAs7MzPj4+pKen27ns5urduzfu7u4YjUaio6NJTU3l9OnTFm8fExPDgw8+iKenZ52eNzc3lyZNmli8vru7O/n5+YSGhvKf//xHn5jTaDTWuN13333H2bNnmThxYp36cnJymDRpEnv37mXVqlWkp6fTo0cPIiIiKqzXpEkTcnJy6rTv+tDI3gGishsnVFGN6n0qU/3YSZ9tVO5TuQ2kz1bSZz2V20D6bKVyn8FgsHdCja7/i6uKpM965W3NmzcnKyuLkpISnJycKCkpISsri+bNmwPXJnW8/syEK1euVLmf+uqrDwaDoU77LysrY+PGjXzwwQf6Y5Zu7+XlVae7grRv377CHUhOnDiBr68v3t7eNW53+PBhDh48WOF3yv79+0lMTGTFihXVbufp6UlMTAyurq7s3r0bNzc3zp8/z7hx4zhz5gxt27YFIC8vDy8vL4tfR31R978oIYQQQgghhBD14s477+TOO+/krbfeoqSkhDfeeIO2bdvqE1Dedddd/N///R8Ae/furTTXQsuWLUlPT6/2jhNhYWGEhYXV74uoRU5ODl9++SUmkwmTycTSpUvx8/PTL+Ewm80UFRVRUlKi//P1gzVffvklZrOZYcOG1fm5u3TpUqf5NAYPHkx2djZbtmzh6tWrREdHM2HChArr/PDDD9x111388MMP+mOzZs3SJ9fUNI2BAwcSExOjD1pU9xoNBoN+aUlZWRlOTk44Ojri6OhISUmJvv+TJ0/StWvXOr/+m00GLhSUmJho74Qaqd6nMtWPnfTZRuU+ldtA+mwlfdZTuQ2kz1Yq91kyAaI9XT85n4qkz3rlbQaDgbi4OOLj42nWrBmfffYZcXFx+l/un3/+eQ4ePEjfvn3Zs2cPbdq0qbCf9u3b8+ijj9K5c2dat27NV199VWH5xYsXuXjxotV9N0NJSQnz58+nadOmtGzZkkOHDrFjxw4aNbp24cG///1v3NzcePLJJ/n2229xc3Nj+fLl+vYxMTFMnjxZX78ufSNGjGD//v0WtzZu3Jj4+HgiIiLw9fUFIDIyssI6hYWFnDlzhsLCQov3W9trBBg2bBi///47vr6+tG/fvsLZagkJCdx///0WP199ua0uFYmNja1wSx9VnTp1SulTG1XvU5nqx076bKNyn8ptIH22kj7rqdwG0mcr1fuEsLcuXbpw6NChKpe1bduWY8eO6f8eFRVVaZ23336bt99+u8rtVZhb0NfXl6NHj1a7PCQkpMZBxE8//dTq5542bRq9evXCZDJZfEvUkJCQGuffqK0Xrp0dc/3lLJZs4+joSHx8fKXHTSYTu3btqvK9b2i31RkXt8rknEIIIYQQQgghbl3Nmzdn0qRJrF+/3t4pVlu3bh1hYWH6GSD2dFudcSGEEEIIIYQQQjSElStX2jvBJs8884y9E3S31RkXQgghhBBCCCGEuLXIwIUQQgghhBBCCCGUJZeKiD+l1NTUWtfx8PDAx8enAWqEEEIIIYQQQlhLBi4UFBwcbO+EGindV1wABgf69+9f66pNPLxIPnemQQcvlD52SJ+tVO5TuQ2kz1bSZz2V20D6bKVyn6ZplJSU4OTkZO8UIYSwSvnvsYZwWw1c3Cq3Q1X9tl1K95UWgWaGkAXgVsOARGEWeQl/58qVKw06cKH0sUP6bKVyn8ptIH22kj7rqdwG0mcrVftcXFxwdXXl0qVLODo64uTkhMFgwGAw2DtNCCFqpWmaPmhRVlaGm5tbvQ/C3lYDF+Hh4YSHh8v/KNwO3HzAvZm9K4QQQgghKnFwcKBFixaUlJRQXFxMSUmJ/kVACCFUZzAYcHBwwN3dHRcXFxo1alTv37Fvq4GLW0ViYqKyfyEA9ftUpvqxkz7bqNynchtIn62kz3oqt4H02UrlvuLiYlxcXHB2drZ3SpVMJhMuLi72zqiW9FlP5TaQPlup3mctuauIgk6dOmXvhBqp3qcy1Y+d9NlG5T6V20D6bCV91lO5DaTPVir3NdR14daSPtuo3KdyG0ifrVTvs5YMXAghhBBCCCGEEEJZMnAhhBBCCCGEEEIIZckcF0IIIYQQQthB+az8paWlyk3OWVRUZO+EGkmf9VRuA+mzVUP0ld8FycnJqUEm5gQZuBBCCCGEEKJBaZpGfn4+WVlZaJqGg4ODcrdD1TQNk8lk74xqSZ/1VG4D6bNVQ/RpmobZbNZ/fzVp0gRPT896/R0mAxdCCCGEEEI0IJPJRFFREb6+vvqtBFVjNptxcFD3qnLps57KbSB9tmqoPk3TKCsro7CwkKysLNzd3XFycqq351P3iNeD2NhYQkJC7J1Rq+DgYHsn1Ej1PpWpfuykzzYq96ncBtJnK+mznsptIH22UrVP0zQMBgPu7u5KDloIIewrKyuLjIwMe2fUyGAw0KhRI9zd3QHq/VK322rgIjw8nISEBHtn1ErV+42XU71PZaofO+mzjcp9KreB9NlK+qynchtIn61U7lPpspCqqPwXZZA+W6jcBtIHMHbsWO68806rtlX9+Fnrz/mqhBBCCCGEEELUyNXVVZ9f5dVXX7V3Tq1effVVDAZDnf8YfeTIEQwGAxEREfXS1VA+/fRTDAYDsbGxlZbdjNc4atQoZQdVZeBCQYmJifZOqJHqfSpT/dhJn21U7lO5DaTPVtJnPZXbQPpspXKfSncQqYrZbLZ3Qo2kz3rXt61YsYKnn37ajjWVqXzsoGH6EhISyM/Pt2pb1X+3WEsGLhR06tQpeyfUSPU+lal+7KTPNir3qdwG0mcr6bOeym0gfbZSvU+IG+3du5du3brh6uqKn58fc+bM0ZdFR0fTtm1bXF1dCQgIYPHixcC1L7murq6MHz+eoKAgXnzxRby9vVm6dCkAISEhGI1GFi1ahNFoZODAgVy6dAmAWbNmMWHChGp7Vq1aRdu2bfHy8mL06NH6dgBvvfUWd9xxB66urrRr147Nmzdb9BoNBgPDhg3jvvvuw8PDQ+8ESE9PZ9y4cXh5edG+fXs2bNgAQHJyMgaDgXnz5gEwaNAgi88uCAwMpHfv3gAsXboUg8FQYd7D8uOzfPlyvLy88Pb25siRI+Tk5PDggw/SrFkz3N3d6dmzp36mR3lPWFgYf/nLX/D29uaDDz7Q91nd+xgbG8udd95Jv3796NatG88++yze3t6sW7cOgDVr1uhnwBiNxkrHLTQ0FIDp06djMBgIDw+v9BqXLVtW6TVW9z6WlJTwxBNP4OnpyciRI6u8lWpmZiaJiYnk5ubWeqzrkwxcCCGEEEIIIYQCpk6dSkZGBgsXLuThhx/m7Nmz+rKvvvqK7t27s2DBAgICAli+fDm7d+8Grt2pxsHBgQsXLrBz5046derEe++9p29bUFDAgQMHCA0N5cCBAyxYsKDWls2bNzN79mw6derEzJkz2b9/P5MnTwYgKSmJ5557jubNm7N48WLuuecekpKSLH6d+/bto1u3bnh5efHyyy+TnZ0NwOTJk/nnP//J448/jre3N+Hh4Rw4cAAfHx+io6MZNWoUAE8//TTR0dEMGzas1udatGgRzz33HABDhw4lOjqaGTNmVFinoKCAdevW8T//8z+MHTsWk8lETk4Ohw8fZsKECcyZM4czZ84QFhZWYbvt27czYsQINE3jxRdf1B+v6X08d+4cgYGB/PLLL/z000/4+fmxfv16AO69916io6OrnN8iOjqaqVOnAjBhwgSio6OZOHFipdd43333VXiNNb2PmzZt4oMPPqB79+40b96cvXv3VnreNWvW0LFjR7Zu3Vrrsa5PMo2xEEIIIYQQQihA0zQ8PDwYMGAA/fr1w9nZWV8WHx+P0WgkIyODzp07M378eH7++Wf9L+0rVqzg0KFDjBs3jsDAwApfzjVNIy4uDj8/P7777jv27NlTa0tsbCweHh6sWrWKRo0akZWVxTvvvENqaqp+OYK/vz8PPvggnTt3rtPcCL169eK1117DycmJlStXkpKSQkFBAXv37mX69Om8+uqrXLhwgTZt2rBhwwbef/995s6dC8AXX3zBhAkTLL5b5BNPPMGRI0d488036devn76f62maxtdff81dd92lP2YymThz5gxlZWVkZWXx22+/ERcXx+XLl/V1HnjgAaKiojh79iwff/wxubm5eHp61vg+AmzYsIGPPvqIRx99lOTkZD7++GMAunfvTvfu3fniiy9IT0+vsM3cuXP59NNP+fDDDxk+fLh+tkVtr7Gm97H8c1D+2fj+++85ffq0Rce1ockZF0IIIYQQQgihgC1btuDj48OQIUNo2rQpS5YsAaC0tJRZs2bRuHFjWrduzfjx44FrZwqUc3BwwMHBAUdHRxwdHSkpKdGXOTs74+fnB8Add9xBZmZmrS2pqalcuXKFdu3aERQUxDvvvANASkoK7dq1Y+3atZw8eZKuXbsSEBDAtm3bLH6dTZs2Ba5NDgrXLllITU0FoG3btgAEBATg5OTExYsXLd6vtdzc3CoMWgCcPn2aPn364OHhQWBgIHFxcUDFY17V64Dq38dyTk5OAFW+VzdbTe9jZmZmpc/GjSIiItA0rcJAiT3c0gMX6enp9OvXj4EDB3Lvvffy66+/2jtJCCGEEEIIIawyYMAADh48SGZmJg899BDLli0jMTGRr7/+mg8//JAhQ4awZcsWfV4ISydiLC4u1uc1SElJoVmzZvqy8rMBCgsLK2zTqlUrvL292bp1a4Wf9u3bo2kaM2bM4PTp05w9exYfHx+bJ/ls1aoVgH5ZxYULFygpKcHf319fp/xWn3WdILO27aq6hejy5cs5fvw4L7/8Mp9++ql+hoclx7y697E6lr6PNb2O6pbV9D42a9aswmfj/PnzlfaryhwXt/SlIs2aNePAgQM4ODiQkJDAihUr2LRpk72zhBBCCCGEEKLO+vbtS8+ePWnVqhUnTpwArk3KWP4X+tzcXJKSkoiPj6/zvidNmsSdd97J6dOn9bkSAIKCgjAYDKxbt45GjRrRsmVLpk+fzpQpU/jmm2+IjY2lT58+ZGRksGfPHn799VeSkpIIDQ1l6NChuLu7k5GRYfNtNFu3bk1ISAibNm3Cx8eHAwcOAPDII4/o65QPYqxZs4aUlBT90oralJ9R8PnnnxMYGIi/vz/Dhw+vcZvyY37p0iVyc3P54YcfLH4t1b2PtXn//ffJzc3VB23Kb1FbfulH+evfsGEDBoOBdu3ace+991Z4jVu3biUoKEh/jTW9j4MHD2bLli36Z+O3336r1LRmzRqWLl1KTEyMXc+6uKXPuHB0dNRHlnJycujWrZudi26O4OBgeyfUSPU+lal+7KTPNir3qdwG0mcr6bOeym0gfbZSvU+IG/Xq1YsdO3awdOlSfv/9dyIjIwkODmbIkCHMnDmTxMRE1q5dq0/KaCl3d3f69etHfHw8/fv3JyoqSl/m5+fHsmXLyMvLY+HChaxcuRKAadOmsWrVKk6ePMmyZcuIj4/X59Pw9vbG39+f9evXExUVhY+PD++//77Nr3/Lli0MHz6c9957j8zMTNatW8fAgQP15Q8++CAjR45kz549TJ8+3eLLU/z8/Jg/fz4ZGRk8/vjjrFixotZtIiIi6Nu3LzExMRw5coSHHnrI4tdR3ftYm8jISObNm8fZs2cpLi5m3rx5+p1UAO6++26mTp3KL7/8wqOPPlrhTibVvcaa3sdHHnmEadOm8dNPP/H7778zaNAgi19jQzNodr7R65o1a4iNjeXYsWOMGDGiwoevpKSE559/ni1btgAQFhamTypS7sSJEzz++ONcuHCBzz77jD59+tT6nAaD4U97f9tbTXJyMkFBQTAiGtybVVruX5jN3v2vMLjzeC4dWlPterrLp2H/32tf72om7Jqnz+orhBBCCGEtk8lEWloaAQEBVZ5yfqPCwkIuX75MmzZtGqBO3O5CQkI4cuQI+fn59k4Rf0Jms5kLFy7g5+dXaRLSqlj7Xdzul4r4+/vz0ksvsWfPHn1ClnLLly/nwIEDHD9+HIARI0YQFRXF3/72N32dTp068f333/Pzzz/z5JNP1ukUHlG/srKyuHLlSo3r3PieCyGEEEIIIYQQ16vzpSIdO3ZkxYoVXLhw4aYEjB07ljFjxlSYIKbc+vXreemll/Dz88PPz49Fixaxbt06fbnJZNL/2cvLi8aNG9+UJnuraeIWFVjSl5WVRWBQW4KCgmr86d+/fwMUq+PP8N7ak/RZT+U2kD5bSZ/1VG4D6bOVyn2qnzdnlU4AACAASURBVP1b18kPG5r0WU/lNpA+W6neZ606D1wsW7aMw4cP06FDBwYPHkxMTEy9nHaUnZ1NampqhclWunfvTkpKij6j6U8//cTAgQMZNGgQ06ZN47XXXrvpHfZw6tQpeyfUyJK+K1eukHclB0IWXLtso7qfu2fUuq8/kz/De2tP0mc9ldtA+mwlfdZTuQ2kz1aq9wnREBISEuQyEXHLq/OlIqGhoYSGhnLlyhU+//xz4uLimDVrFn/961+ZMmUKI0eOxNHR0eaw8v+4vLy89MfK/zkvLw9PT0/69u3L/v37a91XRESEfsugctu3b69y3eDgYDp06ABcG6Wv7n/w6nO9P0sfAG4+Nc81UZBV/bIGsHv3blq0aFHpcRWOs6wn693M9cpJn/RJX/WkT/qsXc/FxYW2bdty9epV/Q4QLi4uwLUzhEtKSirsp7i4GLj2l1FLb+9oj/Wk78/bV/649EmfreuZzWY0TaOgoIDi4uJaf/9Zy6bJOTMzM4mLi2Pt2rWkpaXh6+tLXl4e77//PiNHjqzTviIiIjh69Kg+OWd2djY+Pj4kJSXRtm1bAJKSkmjXrh05OTl4enpam6385Jzbt29n9OjR9s6oliV9tU26qatlMs0/2+Sclr63lswPAuDh4YGPj8/NSAP+HJ89e1K5T+U2kD5bSZ/1VG4D6bNVQ/VZMzlnRkYGd9xxR723Wev6L90qkj7rqdwG0merhu5TdnLOgoICtm3bxqZNm9i/fz9Dhgxh6dKljB49GmdnZ7Zt28bMmTPrPHBxI29vb1q3bs3Ro0f1gYujR48SEBBg9aBFbGwssbGxNnUJUd/K5wfJu5JT67pNPLxIPnfmpg5eCCGEEEIIIYRK6jwU07x5c1577TWGDRtGcnIyO3bsIDQ0VB9dGTNmDB4eHhbvr7S0lKKiIkpLSzGbzRQVFemnz02fPp3IyEjS0tJIS0sjKiqKxx9/vK7JuvDwcBISEqzeXoiGYPH8ICELyLuSY9GZGUIIIYQQ4vYVERFBeHh4nbdLSEio89nJc+bMwWg04uDgoPx3L6PRWOHH0dFRnzexqKiIadOm0bRpU1q2bMmCBQvqvP+1a9cyf/58i9c/duwYPXr0oHHjxgwaNIiLFy9atF14eDgtW7bUp1M4dOiQvuzUqVMMHz4cLy+vCu+lpmk8/vjjtGjRgqeeeqrKsyD+9a9/MXHiRIv761OdBy4OHTrEjz/+yKxZs/D19a1ynZ9//tni/S1fvhw3NzciIyPZuXMnbm5uDBs2DIDFixfTt29fOnbsSMeOHenXrx8LFy6sa7IQt6by+UGq+3GTsyyEEEIIIYRaXnvtNfLz82nTpo29U2qVn5+v/1y6dAlXV1fGjh0LwOrVqzlx4gRnz57lp59+YvPmzezYscPifRcXF/P3v/+d559/3uJtJk6cSGhoKH/88QcdO3ZkxgzLbmTw/PPPc+7cOXJzc/WrIcrnoWjUqBETJ07k9ddfr7DN119/jaOjoz448s0331Ta7/3338/x48f55ZdfLH4N9aXOAxfBwcEUFRVVeKyoqMjqSTciIiLQNK3CT/nInJOTE2+//TbZ2dlkZ2ezZs0aGjWq89UtutjYWEJCQqzevqFcP5GZilTvU5nqx076bKNyn8ptIH22kj7rqdwG0mcr1fuEqG8HDx7EaDQSFRXF5s2bMRqNeHh46HdpTE1N5a9//SteXl507dqVb7/9Vt/Wy8uLESNGkJKSop+R8MUXXwDwww8/cPfdd+Pp6UlQUBBRUVF1mrdgzZo1FSf0V0BcXBw9e/a8Nk8fkJKSwpAhQ/D09MTf35++ffvW6U5F27Zto0uXLlXeCKAqx48f5/z588yePRs3NzcWLlzI/8fevcdFVed/HH8PAoogAqKCokKo4F1LEy0Xsrx2926kkaumrW6XzTRvYatoWq2a1raK4rqalaVkpV1UKNfStBAkBxVFRAVU7ghymfn9wTI/kdtwzsD5AO/n48Ejmzkz85ozcxj4cs737N+/H9nZ2dXetk+fPrCzs4PRaERhYSFSU1ORllZyEgRvb28EBQXhnnvuKXMbo9FY4VwYaWlpZV7LSZMmYfPmzWY9h9pU44GLsWPHmt6wpfbv328amZKsvhwqIm0jvpv0Psmkrzv2qSO5T3IbwD612Kec5DaAfWpJ7tPpdFonVEny5IMA+8w1aNAg5OTkYOHChQgMDDTtXVA6Z+ALL7yAbt26ITU1FYsWLcLYsWNx69YtAEBGRgb279+Pjh07mm732GOPAQAKCwvx97//HdevX8ehQ4ewdu1afPPNN2Z33bhxo9JBAK3W3datWzF16lTT/z/33HM4fvw40tPTceXKFZw4cQKPPPKI2X379++Hv7+/2Y8fFxcHb29vJCQkYMSIEXB3d4ednR3Onz9v1u1ffPFFNGvWDE888QTGjh0LV9cqTlQAYPjw4bh9+zbatWsHAOjatSvmzZuHV199tcxgSUBAQI1e29pS43fFkSNHys3O/Oijj+LIkSMWiyIiIiIiIqLaU1hYiAMHDuC1116Dra0tJk6cCAcHBxw7dqza2z744IMYPnw4bG1t4eXlhYCAgBodTlC6170Uer0ep06dwvjx402Xde7cGa1atYKrqys6dOiAiRMnol+/fmbfZ0xMDLp27Wr28rm5uWjRogXS09Nx+vRpFBUVwdHRETk5OWbd/oMPPkB2djZ27dqFiRMnVru8TqfDli1bEBkZCSsrK6xevRozZ85EWFhYmTkru3Xrhvj4eNOAllZqPHBhb2+P3NzcMpdlZ2fD3t7eYlG1pb4cKqLX67VOqJL0Psmkrzv2qSO5T3IbwD612Kec5DaAfWpJ7pP0S1tFSo+Pl4p9ypW23bhxAwaDocyhDG5ubkhJSan2PuLi4jBq1Ci0adMGTk5O2Lt3r+kEC5bqq0tbt27FE088UebslXPnzoWtrS0yMzORmpqKo0eP4v333ze7LzMzEy1atDC7wd7eHjk5OfDz88OVK1fQtGlTZGdnw8HBwez7sLW1xfjx4/H3v/8dZ86cqXJZg8GA559/Htu3b8ebb74JR0dHPPjgg5g5c2aZ5UqfQ0ZG9Wc8rE01HrgYNWoUZsyYgdTUVADAtWvXMHPmTIwePdricZZWXw4VqcmxU1qQ3ieZ9HXHPnUk90luA9inFvuUk9wGsE8t6X1EdaWiwxtcXV1hZWVVZqAiOTkZbdq0qfJ2ADB79mz07dsXly9fRkZGBh577LFyg3FWVlbiB+gAoLi4GNu3by9zmAgAnDx5EoGBgXBwcICrqyvGjx+PAwcOmH2/Tk5OZs1PUapr1644f/68aQDoypUruHXrFjp37mz2fZQqLi5GbGxslctYWVnhgw8+QEhICLKyshATE4PLly9Dp9Ph0KFDpuVKn4OTk1ONOyypxgMXa9asQX5+Ptzc3NC8eXN4eHigoKAAq1evro0+IiIiIiIiUsHNzQ1nzpxBcXGx6TIbGxsMHz4c77zzDgoLC/HJJ58gOzsbAwcOLHO7lJQUXL9+vcz9ZWdnw9XVFU2bNsXRo0fx/fffl3tMT09PHD16tMKe9evXK/qFvDYcOHAABoPBdGbLUn379sXHH3+MvLw8ZGZmYu/evejevbvZ99urV68aDZ727NkTnTp1wnvvvYe8vDysXLkSI0eOLLPXxpUrV9C5c2d88cUXpsuuX7+OTZs2ITMzE0VFRQgNDcX58+dx3333ASjZuys/Px8FBQWmf5eeWMPOzg5AyUBHkyZNYGVlBRsbmzJ7z5w5cwbe3t5o3ry52c+lNtR44KJly5bYt28frl69isjISFy5cgX79u3TfATGHPXlUBEiIiIiIiJLmTBhAuzt7dG+fXt07NgRWVlZAICPPvoIsbGxaN26NZYvX47PPvuszBQAXbt2xbRp09CzZ094eHjg22+/BVDyx+yPPvoILVq0wOrVqzFixIhyj7lixQps3boV9vb2WLRoUZnr0tLSEB8fX4vP2Hxbt27FM888U+7sle+99x5ycnLg4eGBzp07w83NDUuXLjX7fkeNGoXIyMgatezatQuffPIJXFxccPr0afzzn/8sc31hYSHi4+NNrx9QsufErl274O3tDWdnZ2zcuBGfffaZ6ewoly5dgp2dHUaMGIHExETY2dlhxowZZe63W7du6NSpE1q3bo20tLQygzgREREijq5QfG5RNzc3uLm5WbKl1gUFBSEoKEj8LM5ERERERESW4uTkZNr932AwmA4B6dixY4V7S9xp48aN2LhxY5nLAgICcPbs2SpvN2jQoErPiBEcHIzg4GAz62vX7t27K7zczc0Ne/bsKXe5uXNcPPnkk/jb3/6GlJQUs0+J2qtXL/z++++VXu/p6Vnu8JtWrVrh4MGDZfruPMSnottUZN26dVi3bl25y3ft2oUdO3aYk1+rajxwYTAY8NVXXyEuLg55eXllrqvJCBQRERERERFRQ2Rra4s33ngD7733Ht5++22tcxT55ptv0L17d/Tu3VvrlJoPXEyePBmHDh3CgAED0LRpU9Pl3IuBiIiIiIiIqMTs2bO1TlBl9OjRIg4TARQMXOzfvx9xcXFwd3evjZ5aFRYWhrCwMK0zquXj46N1QpWk90kmfd2xTx3JfZLbAPapxT7lJLcB7FNLeh8REZmnxpNzdu/evdLT4khXX06H6uvrq3VClaT3SSZ93bFPHcl9ktsA9qnFPuUktwHsU0tyn/S9laX/vM8+5SS3AexTS3qfUjV+Vn5+fggICEBwcDDWr19f5ouIiIiIiEiSgICAave6njVrFkJCQspcNn78eDg4OECn0yEhIaH2AoVT+/wjIiLg6elpsZ669Omnn6Jjx45o0aIFpk+fjqKiohrd/vTp0xg8eLDZy2dmZuKpp56Cvb09fHx88OOPP5p92zfeeAPOzs5o27YtNmzYUOa69evXo23btnBxcSlzhpePPvoI7dq1w8MPP1zulLdAyalWu3fvjtu3b5vdUVtqPHBx6tQpuLm5ITIyEnv27DF97d27tzb6GiW9Xq91QpWk90kmfd2xTx3JfZLbAPapxT7lJLcB7FNLcp85s/xrydwzJ2jF0n3//Oc/sXDhwjKXffbZZ8jJyVF0f5LXn+Q2QE5fUlISpk2bhrCwMCQmJuLUqVNYv359jfqWLl2K1157zezl33jjDRgMBqSkpGDJkiUYP358uRNiVOTTTz/Fxx9/jJiYGHz//fdYsmQJTp48CQA4fvw43nzzTRw8eBDR0dHYsWMHvvjiC+Tm5mLLli04e/Yspk2bVuEZRVq3bo2hQ4di06ZNZj+H2lLjgYvDhw9X+FV6eh1SLy4uTuuEKknvk0z6umOfOpL7JLcB7FOLfcpJbgPYp5b0PrIMDw+PcoNUt2/fRrNmzZCdnQ0AiI2NRe/evdGyZUssW7bMtNwPP/wABwcH2NjY1Pj0nDt37kS3bt3g4uKCSZMmISsry6zb5ebm4sUXX0T79u3h6uqKuXPnmq778ccf0bt3bzg5OWHEiBFISkoyXefp6Ylly5bB29sbrVq1wubNm03XBQQEYN68eRU+x6KiIixcuBAdO3aEu7s7li1bVmbg7Pfff8ef/vQnODk5wcfHB/v37wcAPP7443BwcAAA9OjRAw4ODpg/f36ZddevXz84Oztj5MiRuHbtWpl1U/p4n3/+ebl1cPz4cfj6+uL48eNmrTMthIeHY9CgQRg6dCicnZ3x0ksvYdeuXWbf/urVq/jxxx/x2GOPmX2bzz77DPPnz4eDgwOeffZZODo64vDhw2bdbsaMGfDw8EDPnj0xduxYfPLJJ6brxo0bh549e8LDwwPTp083PQ+dTgedTlfm/VBYWFjmvTx58mT861//Mvs51BZFB8AYjUZER0fjwIEDAEo2huLiYouG1YawsDAEBARonUFERERERBYycOBA01+XS8XExKBLly5o0aIFAODQoUOIjIzEoUOHsHz5cqSmpgIAHnnkEeTk5CAwMLBGj3n06FHMnTsXO3fuRHJyMpo3b47FixebdduXX34ZiYmJiI6ORmJiIh588EEAwK1btzBu3DgsXboUqamp6Nq1K1544YUytz1+/DhOnz6NzZs3Y968eWX++l/Zc1y9ejUOHjyIEydOICYmBuHh4dizZw+AkkMTRowYgeeeew7Xr1/Ht99+i2bNmgEA9u3bZ9rjJDY2Fjk5OabTel68eBFPP/00Vq9ejevXr2PgwIGm1itXrmDmzJnYvXs34uLiyr02pc81Li4Ot27dMnud17W4uDh0794dH3/8MebNm4fu3bvXaDD0+++/x4ABA2Bra2vW8mlpabhx4wZ8fHwwbNgwnDt3Dt26dTPrMUtbX331VXz66adlWkuve/fdd7F27VrTdfb29pg6dSo6d+6M0NBQTJ8+HWvXrsXkyZPLHBo0cOBAnD9/vswgmhZqPHARFxeHHj16wN/fH+PGjQNQsmvKc889Z/E4S6svk3MSEREREZF5Sgcu8vLy0KpVK5w7dw4nT56En5+faZnAwEA4OzvjvvvuQ+vWrXHhwgVVj7l161ZMmzYN/fr1g62tLf7617+adei8wWDA9u3b8e6776JVq1Zo3rw5Jk6cCAD4+eef4ejoiHHjxsHW1hbz5s3Dt99+W2ZehT//+c+ws7PDo48+ioyMDNPgRFXPcevWrVi6dCnatGkDV1dXPPfcc6bWr776Ct7e3vjzn/8MGxsbeHp64qGHHqr2eezcuRMjR47EsGHDYG1tjVdeeQVff/01CgsL8e2332LQoEG4//774ejoWOEpQQMCAmA0GkX/UTk3NxctWrTAlStXcO7cOTg6Otbo0KGYmBh07dq1Ro8HAM2aNUNsbCzS09PNfszS1nPnzuHq1atlbld6XUJCAi5evFjmuhdffBExMTHw9/fHokWL0KdPH+zevRu9e/c23be1tTU6d+6M6Ohos59Lbajx6VBnzpyJl19+GTNnzoSzszOAkvO7zps3z+JxREREREREVfHz88OSJUtw9OhRdOjQAQcPHsRvv/1WZuDCxcXF9G9bW1vk5+eresykpCTs2LHDdOy/0Wg0a+LG69ev4/bt2xVOVpmamoq2bdua/t/NzQ3FxcW4ceMG3NzcyjyP0r/i3/k8KnuOSUlJmDx5sulsE8XFxaa9PJKSkhRNnJmUlIR9+/bBycnJdJmNjQ1SUlKQmpqKNm3amC6/8znVJ/b29sjJycHy5cvx2muv4ffffzcdOmOOzMzMGj13e3t7ACVHM1y9ehUAkJ2dbdZjlrbu27cPBoMB69atM92u9Lr3338fALBnzx7TdatXr8bZs2cxd+5cxMfHY+rUqfD29sbu3bvh6upquv8WLVogIyPD7OdSG2q8x0V0dDRmzJgB4P9P49SyZUvRu/kQEREREVHD1L9/f8TExODgwYMICQlBREREuT0u1Lh7DgCgZF6Nt956CxkZGcjIyEBmZqbpL+ZVad26NZo2bVrhWTratGmDlJQU0/8nJyfDysqqzC+QSnh4eODQoUNlWkvnsfDw8Kj2jCEVnbq3dK6E0vvMyMhAfn4+PDw80KZNmzJ7gtz5nOqTrl274o8//jD9/x9//AEfHx+zb+/k5GSaY8UcLi4ucHV1VfSYVbVWdd3cuXOxefNm9OnTBytXrkRUVBRmzJhR7oyh2dnZZQaptFDjgQtPT0/89NNPZS775Zdf4O3tbbEoIiIiIiIiczRv3hydOnXC3r17MWLECGRkZCAxMRHdunWzyP17enri6NGjZS577rnnsHHjRsTExAAALl++jPDw8Grvy8rKCoGBgZg3bx7S0tKQl5eH3bt3AyjZcyQjIwO7d+9GYWEh1qxZgxEjRsDausY7yZdrXbJkCVJSUmAwGBAdHY3//ve/AIBHH30U58+fR1hYGIqKinD58uVyh9a7ubnh9OnTZS6bNGkSPvvsMxw5cgRGoxHXr183TQY5YsQI/PLLLzh+/Diys7Pxz3/+s1zTsWPH0LlzZxw7dkzVc6tNTz75JI4ePYqIiAhkZGRg3bp1psN6zNGrV68aTxA8fvx4rF69Grm5udi5cyeysrLKHboTEBBQZpJUAJgwYQI2bdqEK1euIDY2Fp9//jkmTJhgus/du3cjNjYWV65cwebNm03Pw87OznQfRqMRTZo0ga2tLQoKCkyXFxUV4fz582UOH9FCjQculi1bhtGjR2PmzJm4ffs2lixZgrFjx9Z4Fl6qXE1G8rQgvU8y6euOfepI7pPcBrBPLfYpJ7kNYJ9a0vvIcgYOHAhfX180adIE9957L/r27Ws6NKIqpWfO2LFjB0JCQuDg4IBZs2aVWeYf//gHXn/9dTg4OJjOrvDggw8iJCQEkyZNQosWLfDQQw8hPj7erNa1a9eiXbt26NGjB9q3b286O6O9vT12796NZcuWoXXr1tDr9RX+0l9T8+fPx3333YeBAwfCyckJ06dPN81x4OTkhAMHDiA0NBStWrWCv79/uT1HQkJCMGvWLLRv3970O5+3tzf+85//4OWXX0bLli1x7733mibhbN++PT766COMGzcOXbt2hb+/f7mmvLw8xMfHm3WqT6106NABW7ZswZQpU9ChQwf07t0bL730ktm3HzZsGE6cOFFmEKA6K1euBFCyZ05wcDA+++yzMoMLAJCQkFBuL5YJEyZg4sSJ6NmzJx5++GG89dZb6N+/P4CSbePNN9/EQw89hJ49e2Ly5MkYO3Zsucd+5ZVX0LVrV6xevbrM8ywdZPLw8DD7edQGnVHBSaRPnDiB0NBQJCYmokOHDpg2bRruv//+2uirFRXt7kWWlZCQAC8vL2DUGsC+it3brp8FIldWuly7vHQcilyNoT3H4eovG1Tfn0nuDWD/PFy8eFHRcX21yex1J/g5EBERNSa3b99GcnIyOnToYNYvy3l5ebh+/To6duxYB3VEpJWxY8ciMDAQY8aM0TpFsb/85S/o1q0b5syZU+H1BoMBly9fhru7u1lnUFH6u7ii/Y769+9vGsGpT8LCwhAWFqZ1BhERERERETVwy5YtwwsvvFBvBy5u3LiBw4cP47333tM6peaHirz11luVfklXX06HqtfrtU6okvQ+yaSvO/apI7lPchvAPrXYp5zkNoB9aknuk773r8Fg0DqhSuxTTnIb0LD6evbsaZpPpK5Ycv2VThbatGlTi92nUjUeuPj999/LfEVGRuLtt9/Gzz//XBt9jVJNJ3Gpa9L7JJO+7tinjuQ+yW0A+9Rin3KS2wD2qSW9j4iIzFPjQ0X27NlT7rKEhASEhIRYJIioIcvOzq72lFNJSUl1E0NERERERFQPqDu3zv94enrit99+s8RdETVYaWlpmPnCLOTdqv4c30RERERERFSixgMX69evL/P/RUVF+Pnnn82aQZmoMcvKyioZtAh4A7BzqXzBtAvAsQ/rLoyIiIjqVOms+pmZmWjWrBlsbGyg0+mg0+m0TiMiqpbRaITRaERBQYHplLa1/f1L9aEizZo1g4+PD959912LRRE1aHYuVZ/m9FZa3bUQERFRnWvatCmaN2+OnJwcZGRkmC6XNHBhNBpF9dyNfcpJbgPYp1Zt9909sbCNjQ1cXFxgY2NTa48JKBi4OHz4cG10EGmiuvkkHB0d4eJSxd4RRERERDWk0+nQvHlzODg4oLi4GEVFRaa/YEqRl5cHOzs7rTMqxT7lJLcB7FOrLvpK9xCzsbGpsyMvLDLHRX0RFhaGsLAwrTOq5ePjo3VClaT3maXgFqCzwpAhQ6pcrIWjExIuxjeawQvpry37lJPcBrBPLfYpJ7kNYJ9akvtK/zrZpEkTNGnSROOa8qysrEScArEy7FNOchvAPrWk9ylV44ELKyurKnc9Kd01pbi4WFVYbQgKCkJQUJDoXXsAwNfXV+uEKknvM0tRPmA0VD3fRF4asiNWIisrq9EMXEh/bdmnnOQ2gH1qsU85yW0A+9SS3Cf9Fwv2qSO5T3IbwD61pPcpVeOBi3nz5uHEiRN46aWX4O7ujmvXruH999+Hv78/Hn/88dpoJKo91c03Yaa0tDRkZWVVuQxPc0pERERERFRzNR64+M9//oNz586hefPmpsuGDh0KHx8fLF682KJxjZVerxf9FwLpfXUtLS0Nnl7eyM7KqH7hWmDOgIi5c3VIf23Zp5zkNoB9arFPOcltAPvUktx3+/Zt0X8ZZZ86kvsktwHsU0t6n1I1Hrho0qQJzp07hz59+pguu3DhAk+HakFxcXFiP2QB+X2WVt3AQFJSUsmgRV2f5tTMeToA8+fqkP7ask85yW0A+9Rin3KS2wD2qVXXfUVFRbC1tTVr2cLCQtG/XLBPHcl9ktsA9qklvU+pGg9cLFiwAA8++CBGjhwJNzc3pKSk4MCBA1i1alVt9BFppwYDAwDq/jSn5szTATTKuTqIiIjqko2NDZo2bYpr167B2toaNjY2pln3K5tbraCgALdv367jUvOxTx3JfZLbAPapJb1PqRoPXLz44osYNGgQwsPDkZKSgu7du2PBggW49957a6OPSDvmDgxYek+KmrLQPB1ERESkjJWVFdq2bYuCggIUFBSgsLDQdHrTyk5xeunSJXTu3LmOS83HPnUk90luA9inlvQ+pRSdDrVfv37o16+fpVuIZKrrPSmIiIio3tHpdGjatKnZu2j/97//hZ+fXy1XKcc+dST3SW4D2KeW9D6lFE1MsWvXLowZM8a0C31kZCS++uori4YREREREREREdV44OLvf/87Vq1ahT/96U+Ijo4GADg7O+Ott96yeFx1fv75ZwwaNAj+/v549NFHkZGhzVkdiIiIiIiIiKh21HjgYtOmTfjuu+/w8ssvm84k0qNHD5w9e9bicdXp1KkTDh48iMjISDz++OPYuHFjnTfUBh8fH60TqiS9j5ST/tqyTznJbQD71GKfcpLbAPapJblPchvAPrUk90luA9inlvQ+pWo8x0VRjO/sKAAAIABJREFUUREcHBwAwDRLcm5urumyutSuXTvTv62trWFtrWjKDnEkn1YMkN9Hykl/bdmnnOQ2gH1qsU85yW0A+9SS3Ce5DWCfWpL7JLcB7FNLep9SNd7jYuTIkZg2bRquXr0KoOR0KwsWLMCoUaMUBWzYsAH9+/dH06ZN8dRTT5W5rrCwEHPmzIGLiwtcXFwwd+5cFBUVlbuPmzdv4oMPPsCf//xnRQ1EREREREREJFONBy7ee+895ObmwsPDAxkZGXBwcMDly5exZs0aRQHt2rXD4sWLMWPGjHLXLV++HEeOHEFsbCxiY2Px008/ISQkpMwyt27dwvjx47Fhwwa4ujaMU0Lq9XqtE6okvY+Uk/7ask85yW0A+9Rin3KS2wD2qSW5T3IbwD61JPdJbgPYp5b0PqVqPHDh5OSEffv24dq1azh27BgSExOxb98+ODk5KQoYM2YMnnrqqQoHHbZs2YLFixfD3d0d7u7uWLRoEUJDQ03XFxUVYdKkSZg7dy4GDx6s6PEliouL0zqhStL7SDnpry37lJPcBrBPLfYpJ7kNYJ9akvsktwHsU0tyn+Q2gH1qSe9TqsYDFwsXLsTJkyfRtm1bDBgwAG5ubrXRhfT0dCQlJaFv376my/r27YvExERkZmYCAD7++GP8+OOPWLduHQICAhTv9UFEREREREREMtV4NssNGzYgODi4FlLKysnJAYAye3KU/js7OxstW7bElClTMGXKlGrvKzg4GMuWLStzWXh4eIXL+vj4mCY00ev1lY5Y1eZyDaWPZImPj8epU6cqvE7C+4rL1e5ypdjHPvZVjn3sq+vl9Hq96M8P9jXcvvDwcNE/v7CvYfcpoTMajcaa3MDT0xOnTp1Cy5YtLRJQKjg4GFFRUdi7dy+Akj0uXFxccP78eXh7ewMAzp8/jy5duiAjI0PV4+t0OtTwadep8PBwPPnkk1pnVMqcvoSEBHh5eQGj1gD2Vcw9cv0sELmy0uXa5aXjUORqDO05Dld/2aD6/mq0nCXvS8vlcm8A++fh4sWL8PT0rHw5NIz3npYk90luA9inFvuUk9wGsE8tyX2S2wD2qSW5T3IbwD61pPcp/V28xoeKrFq1CnPmzEFKSkqNH6wmnJ2d4eHhgaioKNNlUVFR6NChg+JBi7CwMAQEBFiokIiIiIiIiIhqW40PFZk9ezZu3bqFnTt3wt7eHtbW/38XaWlpNQ4oKioyfRkMBuTn58PKygq2trZ4/vnnsWLFCjzwwAMAgJCQEEyfPr3Gj1EqKCgIQUFB0Ol0iu+DiIiIiIiIiOpOjQcuSg/lsJTly5eXmX/Czs4O/v7+iIiIwJIlS3Dz5k1069YNABAYGIiFCxda9PEluvN4YImk95Fy0l9b9iknuQ1gn1rsU05yG8A+tST3SW4D2KeW5D7JbQD71JLep1SNBy78/f0tGhAcHFzpZJ82NjbYuHEjNm7caJHHCgsLQ1hYmEXuqzZJn9xSeh8pJ/21ZZ9yktsA9qnFPuUktwHsU0tyn+Q2gH1qSe6T3AawTy3pfUqZNcfFkiVLKvx3fRMUFISIiAitM4iIiIiIiIjITGYNXKxbt67Cf1Pt0Ov1WidUSXofKSf9tWWfcpLbAPapxT7lJLcB7FNLcp/kNoB9aknuk9wGsE8t6X1KmTVw4ezsjB07diA6OhrFxcWIiYlBdHR0uS/p6stZRSx1rtvaIr2PlJP+2rJPOcltAPvUYp9yktsA9qkluU9yG8A+tST3SW4D2KeW9D6lzJrj4v3338ff/vY3JCQkwGAwoE+fPuWW0el0KC4utnigJfGsIkRERERERET1i1l7XDzxxBM4d+4cCgsL0bx5cxgMhnJf0gctiIiIiIiIiKj+MWvg4k7du3evjY46UV8OFSEiIiIiIiKiEjUeuDh27FhtdNQJnlWEiIiIiIiIqH6p8cAFEREREREREVFd4cCFQD4+PlonVEl6Hykn/bVln3KS2wD2qcU+5SS3AexTS3Kf5DaAfWpJ7pPcBrBPLel9SjWqgYv6MseFr6+v1glVkt5Hykl/bdmnnOQ2gH1qsU85yW0A+9SS3Ce5DWCfWpL7JLcB7FNLep9SjWrggnNcEBEREREREdUvjWrgor7Q6/VaJ1RJeh8pJ/21ZZ9yktsA9qnFPuUktwHsU0tyn+Q2gH1qSe6T3AawTy3pfUpx4EKguLg4rROqJL2PlJP+2rJPOcltAPvUYp9yktsA9qkluU9yG8A+tST3SW4D2KeW9D6lOHBBRERERERERGI1qoGL+jI5JxERERERERGVaFQDF5yck4iIiIiIiKh+aVQDF0RERERERERUv3DggoiIiIiIiIjE4sCFQD4+PlonVEl6Hykn/bVln3KS2wD2qcU+5SS3AexTS3Kf5DaAfWpJ7pPcBrBPLel9SnHgQiBfX1+tE6okvY+Uk/7ask85yW0A+9Rin3KS2wD2qSW5T3IbwD61JPdJbgPYp5b0PqUa1cAFzypCREREREREVL80qoGL+nJWEb1er3VClaT3kXLSX1v2KSe5DWCfWuxTTnIbwD61JPdJbgPYp5bkPsltAPvUkt6nVKMauKgv4uLitE6okvQ+Uk76a8s+5SS3AexTi33KSW4D2KeW5D7JbQD71JLcJ7kNYJ9a0vuU4sAFEREREREREYnFgQsiIiIiIiIiEsta6wAiqhtJSUnVLpOdnV0HJURERERERObjwAVRQ1dwC9BZYciQIdUuatfcHqNHj4aLi0sdhBEREREREVWPAxdEDV1RPmA0AAFvAHZVDEjkpSEvYiWysrI4cEFERERERGJw4EIgHx8frROqJL2PKmHnAti7al2hivT3nuQ+yW0A+9Rin3KS2wD2qSW5T3IbwD61JPdJbgPYp5b0PqUa1eScYWFhCAgI0DqjWr6+vlonVEl6HzVc0t97kvsktwHsU4t9ykluA9inluQ+yW0A+9SS3Ce5DWCfWtL7lGpUAxdBQUGIiIjQOoOIiIiIiIiIzNSoBi7qC71er3VClaT3kTpJSUlISEio8istLU2TNunvPcl9ktsA9qnFPuUktwHsU0tyn+Q2gH1qSe6T3AawTy3pfUpx4EKguLg4rROqJL2PFLrj7CNeXl5Vfnl6eWsyeCH9vSe5T3IbwD612Kec5DaAfWpJ7pPcBrBPLcl9ktsA9qklvU8pTs5JRCVqcPaRbJ59hIiIiIiI6ggHLoiorAZw9hEiIiIiImo4eKgIEREREREREYnFgQsiIiIiIiIiEosDF0REREREREQkVr0euCgsLMQDDzwAJycn7N69W+sci/Hx8dE6oUrS+6jhkv7ek9wnuQ1gn1rsU05yG8A+tST3SW4D2KeW5D7JbQD71JLep1S9npzT2toau3fvxkcffaR1ikX5+vpqnVAl6X3UcEl/70nuk9wGsE8t9iknuQ1gn1qS+yS3AexTS3Kf5DaAfWpJ71OqXg9c6HQ6uLu7a51B1CglJSVVu4yjoyNPmUpERERERKpofqjIhg0b0L9/fzRt2hRPPfVUmesKCwsxZ84cuLi4wMXFBXPnzkVRUZFGpXVHr9drnVAl6X1UywpuATorDBkyBF5eXlV+eXp5Iy0tzWIPLf29J7lPchvAPrXYp5zkNoB9aknuk9wGsE8tyX2S2wD2qSW9TynNBy7atWuHxYsXY8aMGeWuW758OY4cOYLY2FjExsbip59+QkhIiAaVdSsuLk7rhCpJ76NaVpQPGA1AwBvAqDWVfwW8geysDGRlZVnsoaW/9yT3SW4D2KcW+5ST3AawTy3JfZLbAPapJblPchvAPrWk9yml+cDFmDFj8NRTT8HV1bXcdVu2bMHixYvh7u4Od3d3LFq0CKGhoRpUElE5di6AvWvlX3Y8RISIiIiIiNQTO8dFeno6kpKS0LdvX9Nlffv2RWJiIjIzM9GyZUsAwIQJE3DixAk4ODjg+PHjWL16tVbJRERERERERGRhYgcucnJyAABOTk6my0r/nZ2dbRq4+PTTT6u9r+DgYCxbtqzMZeHh4RUu6+PjY5qJVa/XV7qrTW0u11D6iAAgPj4ep06dqvA6Ce/nxrJcKfaxj32VYx/76no5vV4v+vODfQ23Lzw8XPTPL+xr2H1K6IxGo9Ei96RScHAwoqKisHfvXgAle1y4uLjg/Pnz8Pb2BgCcP38eXbp0QUZGhmngQgmdTgchT7tC4eHhePLJJ7XOqJQ5fQkJCfDy8iqZ68C+/GFAJtfPApErK12uXV46DkWuxtCe43D1lw2q769Gy1nyvhrjcrk3gP3zcPHiRXh6ela+XA00hG1DK5LbAPapxT7lJLcB7FNLcp/kNoB9aknuk9wGsE8t6X1KfxfXfI6Lyjg7O8PDwwNRUVGmy6KiotChQwfFgxZhYWEICAiwUCERERERERER1TbNBy6KioqQn5+PoqIiGAwG5Ofno6CgAADw/PPPY8WKFUhOTkZycjJCQkIwffp0xY8VFBSEiIgIC5XXnjt3q5VIeh81XNLfe5L7JLcB7FOLfcpJbgPYp5bkPsltAPvUktwnuQ1gn1rS+5TSfI6L5cuXl5l/ws7ODv7+/oiIiMCSJUtw8+ZNdOvWDQAQGBiIhQsXapVaZ6TPESG9jxou6e89yX2S2wD2qcU+5SS3AexTS3Kf5DaAfWpJ7pPcBrBPLel9Smm+x0VwcDCMRmOZr9K9ImxsbLBx40akp6cjPT0dGzZsgLW18rEWHipCREREREREVL9oPnBRl+rLoSJ6vV7rhCpJ76OGS/p7T3Kf5DaAfWqxTznJbQD71JLcJ7kNYJ9akvsktwHsU0t6n1KNauCivrDUKWNqi/Q+arikv/ck90luA9inFvuUk9wGsE8tyX2S2wD2qSW5T3IbwD61pPcp1agGLnioCBEREREREVH90qgGLurLoSJEREREREREVELzs4oQUcOWlJRU7TKOjo5wcXGpgxoiIiIiIqpvGtXARVhYGMLCwrTOIGocCm4BOisMGTKk2kVbODoh4WI8By+IiIiIiKicRjVwERQUhKCgIOh0Oq1TiBq+onzAaAAC3gDsqhiQyEtDdsRKZGVlceCCiIiIiIjKaVQDF/WFj4+P1glVkt5Hwti5APauFrkr6e89yX2S2wD2qcU+5SS3AexTS3Kf5DaAfWpJ7pPcBrBPLel9SnHgQiBfX1+tE6okvY/qJ3PmwmjTpk0dlCgneduQ3AawTy32KSe5DWCfWpL7JLcB7FNLcp/kNoB9aknvU6pRDVxwjgsigTgXBhERERERVYGnQxVIr9drnVAl6X1Uz9w5F8aoNZV/BbyB7KwMZGVlaV1cKcnbhuQ2gH1qsU85yW0A+9SS3Ce5DWCfWpL7JLcB7FNLep9SjWrgor6Ii4vTOqFK0vuoniqdC6Oyr6om+BRC8rYhuQ1gn1rsU05yG8A+tST3SW4D2KeW5D7JbQD71JLepxQHLoiIiIiIiIhIrEY1xwUR1X/mTOLp6OjIeTCIiIiIiBqIRjVwwck5ieoxTuJJRERERNQoNaqBi6CgIAQFBUGn02mdQkQ1decknlXNd5GXhuyIlcjKyuLABRERERFRA9CoBi6IqAEoncSTiIiIiIgaBU7OKZCPj4/WCVWS3kekFcnbhuQ2gH1qsU85yW0A+9SS3Ce5DWCfWpL7JLcB7FNLep9SHLgQyNfXV+uEKknvI9KK5G1DchvAPrXYp5zkNoB9aknuk9wGsE8tyX2S2wD2qSW9TykOXBARERERERGRWI1q4CIsLAwBAQFaZ1RLr9drnVAl6X1EWpG8bUhuA9inFvuUk9wGsE8tyX2S2wD2qSW5T3IbwD61pPcp1agGLoKCghAREaF1RrXi4uK0TqiS9D4irUjeNiS3AexTi33KSW4D2KeW5D7JbQD71JLcJ7kNYJ9a0vuUalQDF0RERERERERUv3DggoiIiIiIiIjE4sAFEREREREREYnFgQsiIiIiIiIiEosDF0REREREREQkFgcuBPLx8dE6oUrS+4i0InnbkNwGsE8t9iknuQ1gn1qS+yS3AexTS3Kf5DaAfWpJ71PKWusAKs/X11frhCpJ7yPSiuRtQ3Ib0HD60tLSkJWVVe1yjo6OcHFxUZtl0lDWnxYktwHsU0tyn+Q2gH1qSe6T3AYAbdq0QUJCQrXLWfqz1FzS15/0PqUa1cBFWFgYwsLCtM4gIqIGKC0tDZ5e3sjOyqh22RaOTki4GK/JD1xERERS8bOUKtOoBi6CgoIQFBQEnU6ndUqV9Hq96JEy6X1EWpG8bUhuAxpGX1ZWVskPWgFvAHZV/BCVl4bsiJXIysqy2A9bDWH9aUVyG8A+tST3SW4D2KeW5D7JbVp+lppL8voD5PcpxTkuBIqLi9M6oUrS+4i0InnbkNwGNLA+OxfA3rXyr6p+EKuLPg1I7pPcBrBPLcl9ktsA9qkluU9ym4kGn6Xmkr7+pPcpxYELIiIiIiIiIhKLAxdEREREREREJBYHLoiIiIiIiIhILA5cEBEREREREZFYHLggIiIiIiIiIrE4cCGQj4+P1glVkt5HpBXJ24bkNoB9arFPOcltAPvUktwnuQ1gn1qS+yS31QfS15/0PqXq/cDFpk2bMHjwYAQEBODChQta51iE9PPuSu8j0orkbUNyG8A+tdinnOQ2gH1qSe6T3AawTy3JfZLb6gPp6096n1L1euAiLS0Nmzdvxo8//og1a9ZgwYIFWicRERERERERkQXV64GLY8eOISAgANbW1hgwYADOnj2rdZJF6PV6rROqJL2PSCuStw3JbQD71GKfcpLbAPapJblPchvAPrUk90luqw+krz/pfUppPnCxYcMG9O/fH02bNsVTTz1V5rrCwkLMmTMHLi4ucHFxwdy5c1FUVGS6Pj09Hc7Ozqb/NxgMddZdm+Li4rROqJL0PiKtSN42JLcB7FOLfcpJbgPYp5bkPsltAPvUktwnua0+kL7+pPcppfnARbt27bB48WLMmDGj3HXLly/HkSNHEBsbi9jYWPz0008ICQkxXe/s7IyMjAzT/1tZaf50iIiIiIiIiMiCNP9Nf8yYMXjqqafg6upa7rotW7Zg8eLFcHd3h7u7OxYtWoTQ0FDT9QMHDkRkZCSKi4vx22+/oUuXLnWZTkRERERERES1zFrrgMqkp6cjKSkJffv2NV3Wt29fJCYmIjMzEy1btoSLiwuee+45DBkyBDY2NmUGNYiocUtKSqp2meLiYjRp0qTa5RwdHeHi4mKJrBpJS0tDVlZWlcuY25adnY2EhIRql9PquWrFnHUMlKw/SzPnPWrp18Pc52vpxzXn/dfY3nuNjVbvPUtqCM9BS1x/RKSG2IGLnJwcAICTk5PpstJ/Z2dno2XLlgCAWbNmYdasWVXeV3BwMJYtW1bmsvDw8AqX9fHxMZ1CRq/XV3qMUG0u11D6iDRRcAvQWWHIkCHVL2vVBDAUV7tYC0cnfPftfqSkpFR4fW1sb23atIGnlzeyszIqXObOtoSL8UhNTa30/tq2bYuZL8xC3q3cKu/L3Purjedbqi6/r7Vt2xbDR4yqdh0DgF1ze4wePbrK9eLg4FDt/QCo0XvU3NejlKWeryXfB+a+/+wdHJF46SJcXFzq9H1wJ60+Vxt6X3Z2NmbN/gtyc6r/pdXS7wNz+sy5v+zsbLO/j9o1t8ehgz/Az8+v2sfV6/Wa/1xXF31cf/L6wsPDRfxecfdylf2sVZnvvvsOf/rTn7j+6lmfEjqj0Wi0yD2pFBwcjKioKOzduxdAyR4XLi4uOH/+PLy9vQEA58+fR5cuXZCRkWEauFBCp9NByNOuUHh4OJ588kmtMyplTl9CQgK8vLyAUWsA+/KHAZlcPwtErqx0uXZ56TgUuRpDe47D1V82qL6/Gi1nyfvicnW/XMAbgF0Vf7FJuwAc+7D65fLSgIiVuHjxIjw9PStfDpbddk3bUFV9ZraZdV81uL/aoMX3PUuvlxp/36vj955W7wNLvpdrQ0P4zNWS5PeeuX3mqI3n0BBeW3Nx/ckiuc3sz9LcG8D+efzcqID0PqW/i4vd48LZ2RkeHh6IiooyDVxERUWhQ4cOigctwsLCEBYWZsHK2nHnX88kkt5HBKDkB6OqPvBupZm3XA3UyrZhwT6L3peFafp9Rav1otV7rwE8X0uS/pnWoPo0eA9YfP1J/8ywIOmfaY1y/VmI5Lb6QPr6k96nlOaTcxYVFSE/Px9FRUUwGAzIz89HQUEBAOD555/HihUrkJycjOTkZISEhGD69OmKHysoKAgREREWKq890g+1kN5HpBVuG8px3anD9aec9HXHPnUk90luA9inluQ+yW31gfT1J71PKc33uFi+fHmZ+Sfs7Ozg7++PiIgILFmyBDdv3kS3bt0AAIGBgVi4cKFWqURERERERERUxzTf4yI4OBhGo7HMV+leETY2Nti4cSPS09ORnp6ODRs2wNpa+VhLWFgYAgICLBNei/R6vdYJVZLeR6QVbhvKcd2pw/WnnPR1xz51JPdJbgPYp5bkPslt9YH09Se9TynNBy7qUn05VMRSM6/WFul9RFrhtqEc1506XH/KSV937FNHcp/kNoB9aknuk9xWH0hff9L7lGpUAxf1ZY8LIiIiIiIiIirRqAYu6sseF0RERERERERUolENXBARERERERFR/cKBCyIiIiIiIiISq1ENXHCOCyIiIiIiIqL6RWc0Go1aR9Q1nU6ndQIRERERERFRo6NkCKJR7XFxJ6PRWO2Xv7+/Jsuxr+LH06Kvvq879jX8Pslt7GNfTfokt7GPfdLb2Mc+6W3sY9+dfUo02oELIiIiIiIiIpKPAxdVCAoK0mQ5c7FPHXPuT3JbbSxnLvapY8nHldxWk+XMxT51JPdJbquNx2Vf3SxnLv5MoBz71OHPBMqxTx3pfeUYG6E333xT64QqsU/d40lef5LbjEb2qSW5T3Kb0cg+tdinnOQ2o5F9aknuk9xmNLJPLcl9ktuMRvap1VD7GuXknERERERERERUP/BQESIiIiIiIiISiwMXRERERERERCQWBy6IiIiIiIiISCwOXBARERERERGRWI1u4CIzMxMGg0HrjArl5ORonVClX3/9FRcuXAAA1Pmcrg1gDtkrV64gLy9P6wwiIiIiIqJ6pdEMXFy8eBFDhgzB008/jQkTJiA1NVXrJJNz585h1KhRmDp1Kp555hncvHlT66RyvvnmGwwcOBCrV68GAOh0utp7sMRE4KWXgJAQ4NAh/O8Ba+/xatmFCxfg7++Pp59+GiNGjMAvv/yidVI5UgfzAA0GyWpI4vZ6p2vXroluLCgoMP1b2mt98eJF/PHHH1pnVCoxMRHx8fHi1htQ8rm2Zs0aFBYWap1SoaioKAQHB0Ov12udUqFz587hxx9/xI0bNwBw26gJydsFwG1DLcnbhuTtAuC2oZbkbUPydgFYbttoFAMXOTk5mDJlCnr37o2NGzfiypUrmDlzJs6cOaN1GjZt2oSAgAD069cPS5cuxZkzZzB79mwUFxdrnVZGVlYWBg0ahKtXr2Lv3r0AaumX3VWrgN69ASsrQK8HFi4E/vWvkuuEbYTmSE5Oxvjx4zFw4EBERkaiVatWeOedd5Cdna11GoCSbWPOnDn461//iv379+PWrVsAZHzDy8nJwfz587FkyRIcOHDAtLeKhLZSoaGh6NixI6KiorROKSc3NxeTJk3C8OHDcerUKXGDUzk5OZg1axamTp2KtWvXIiMjAzqdTsTrW1hYiClTpmDAgAF49tln8eyzzyI2NhaAjEG+3NxcPPvsswgICEBQUBCmTZuGuLg4ADK2j/z8fCxcuBDz589HZGSk1jllGAwGvPLKK3jggQdgMBjQvHlzUZ+3BQUFmDp1Kh544AEsXrwYo0ePxvHjx6HT6US89yRvG9K3C4DbhhqStw3J2wXAbUMtyduG5O0CsPy20SgGLi5duoTCwkK8/vrr6NatG3bu3IlmzZqJGNVLSEjAm2++iZCQEPTt2xefffYZvvjiCzF7hJR+Q7t16xZat26NHj164OOPP0Z2djasrKws+w0vJgY4cwYIDwf+8Q9g3Tpg2DDgyBGgsLBe7nURHR0Na2trzJs3D3Z2dlizZg0iIyNRVFSkdRoSExNx//33Izk5GTqdDosWLcLcuXMB1PIeNWbYtm0bvLy8kJycjIyMDCxbtgwrV64U0Xans2fPIi8vD+vXrxfzIQYAeXl5GDt2LHJzc3H48GEMHToUVlZyvt1HR0ejX79+yM/Px6BBg7Bz5068/PLLAGS8vgcOHEBiYiIuX76Mjz76CDqdDuPHjwcAzddjYmIinn76aeTl5SEuLg5Lly5FXl4e3nnnHQAy1l+zZs3QuXNndOnSBfPnzxd1GOTZs2fx22+/4cSJE3jrrbfQsWNHNGnSROssk82bN+PatWtITU3F9u3b0adPH6xatQqA9u89QO62UR+2C4DbhhqStw2p2wXAbcMSJG8bmzZtErtdAJbfNrR/RnWgSZMmiI2NhU6nw6pVq7Bjxw6MHDkS6enp+OqrrzRt+8tf/oKnn34aQMmombW1NQYMGID8/HxNu0qVfkPLy8vDM888A39/f9y8eRNffPFFmesVO30aOHWq5N/OzsDkycDgwUBxccn/FxUBBgNgY6PucTTSpk0bnDx5Er///jsAQK/Xw8/PD1FRUUhPT9e07cSJE7C3t8fu3bvx/vvv44MPPsCuXbvwySefaNp16dIlHD16FO+//z62bduGtWvXIjAwEL/99hsyMjI0bQNKBvNKByk6duyIzZs3IywsDN9++63GZf8vKioKiYmJCA8Ph6urK06ePImrV6+a9lrRehT+6NGj6NixI8LCwvDSSy/h9ddfR1JSErKysjRrysnJMQ3EnjhxArm5ubCzs4OjoyNWrFgBg8GAhQsXAtDmL1SlP8QZjUYMHz4cmzdvho2NDYYNG4aePXvC2toagDav7Z0/YBboezQpAAAbMUlEQVQXFyMrKwuXLl3CTz/9hIsXL2Lz5s113nSnO/sOHTqEy5cvo1u3bggPD8f48eOxdu1aHD16FIB2r23p6xYTE2P6Ya5Tp07o3r07evXqZVpWi7709HTTYPvJkydFbRuln6NGoxEjRozApk2bxGwXpX2lj20wGMRtG+np6abPs8OHD4vbNtLT001/YDx9+rSobePXX39FfHy86d+3bt0Ss10AwPHjx5GYmIimTZti2LBhoj4zgLLz5hUVFSE7O1vUtnFn38GDB5GUlCRm2/j1119x/vx5ACWfGaWDKBK2C6BkeoHjx48DAH777TeLbhuNYuDC19cXPXr0wIYNGzB48GB8/fXXeOihh9C6dWvs37+/zDHWda1du3Zo3bo1DAYDbG1tkZqaCp1OB09PT82a7lT6hkpJSUFUVBRGjhyJYcOGYdu2bfDz88N3332n/M5PnSo5LCQ4uGSPCg8PYOTIkkGK0gGRFi2Arl1LY9Q9GQ307dsXa9aswZ49e9CjRw+MHz8ePXr0wKxZs/DKK6/U6S9qiYmJOFQ6ZwiA5s2bIy8vDwkJCdixYwcuX76MdevW4eWXX67zPUISExNx8OBBAICTkxMef/xxPP744yguLoa1tTXs7OyQlZUFJyenOu26s6903RmNRtOHxN69e+Hn54d58+bh9ddf12yvi7tf26ZNmyIvLw+nT5/G2LFjMWbMGEyZMgWTJk0CUPej8Hf2GQwG6HQ63Lx5ExcvXgRQMnFtjx49YKPBAOWdcwwFBgbi+vXruOeee9ChQwccOnQIK1euxAcffIAPP/wQ7733numQlrrue/bZZzF16lQ0a9YMgYGBcHZ2Nv1Ab2VlhWvXrpn+XddtpfMzXb9+HVZWVnB0dMStW7eQl5eHFStWYMWKFQBKJseuy70c7+ybPHkybty4gQ4dOqBr165YunQplixZgt69e+OXX37BE088gfT0dE1e2ylTpmDKlClITU1Fnz59UFRUhPDwcCQmJmLLli2Ij4/HO++8g8LCwjrvGz58OKZOnYqJEyfi8uXL8PLyErFtlLY9++yzmDhxIgDgmWeegYuLi+nzS6vt4s6+qVOnYsKECbh8+TJ0Op2obePOvqSkJHh4eIjaNoYPH44pU6bgmWeeQWJiInr37i1m27h73reuXbvC3d1d8+3izj4/Pz+8/fbbaNu2LZ577jk4OzuL2DZK+wYOHIi3334bAGBtbY0WLVogLy9P822joj5PT0/cc889ePPNNzXfNkrbSveYuffee5Gfn48vv/xS8+3i3LlzGDp0KKZOnYrMzEwAJeuuffv2Fts2GsXABQAsXrwYGzduRPv27fHzzz+jU6dOCAgIwMGDBzX5Yflupd84Dh8+jG7duonZdau0w2g0YtiwYQBK/lr6008/IT8/H8OHD1d+51lZwIABJXtUhIbifw9U8t/Sb6Q//AB4e5fGKH8sDb3yyiuYPXs2fH19ceXKFaxatQqhoaHQ6/X4+eefa/3xjUYjli9fji5dumDOnDm4fPkygJJfIDt16oTvvvsO0dHRWL9+PcaPHw+dTocPP/zQtExdtc2dOxeJiYlo2bIlHn30Udjb25u2ixYtWqBz58510lRZ35w5c5CUlAQrKyvTYGevXr2Qm5uLVatWITExEevXr8eHH36Is2fPatJX+tpmZWWhT58+WLduHby8vJCQkICVK1fixIkTWL58OYC6WY939yUmJsLKygr9+vXDkCFDMHv2bIwbNw7z5s1DfHw8+vXrh3/84x+m29a2u+cYio2NxcKFC9G2bVvk5ORAr9fjvvvug6+vLwICAtCjRw+8++67mvQFBwcjOjoaf/3rX+Hm5gaj0Wj6i1lMTAyefPJJ0+20WHdnzpzBnDlzUFxcjOTkZNy4cQOurq6YPXs2nJyc4OXlhaeffhrJycm13lZR3x9//IH58+ejWbNmKCoqwvfff4/NmzdjyZIl2LVrF3r06IFXX30VQN1sG3f2vfnmm4iJicH8+fMxbtw4/OUvf8GWLVtwzz33YMSIEXj88cexbds2BAUF1Vnf6tWrMWTIEPTp0wfbtm1DbGwsli9fjnbt2iErK0vTbePOtu3btyM6OhoLFiyAu7s7DAaDaWBZi+3i7r5t27bhjz/+wOuvvw7g/ydL1nLbqKhv2bJlsLe3R2Fhoebbxp19//73vxETE4O33noLEydOxOzZs7F161ZNtw3g/+d9u3LlCg4ePIjevXsjNzdX88+Mu/sSExOxZ88etGnTRsS2cXfftWvXsGfPHgAl28b169c13Tbu7rty5Qp++OEHeHp6ori4GN99952m28adbUlJSfjuu+8wc+ZMzJkzB6GhoZp/ZvTs2RN9+/bFjRs3TL8zduzY0aLbRqMZuBgxYgQee+wxjB071jTi2K9fPzg6OoqYT6L0L7WlezUAwIcffohXX33VNGGiloqLizFlyhS0bt0aN2/exOuvv46WLVuadgVS5NYtwNER6N8f+Ppr4PLlksGJ0r/2X70KXLgABAaW/P/OnYCg3fFrIjIyEr/++itcXFwAAA8++CDy8/PrZA+CqKgoXLx4EcHBwejdu7fpF8OHH34YNjY2OH/+PIYNG4bDhw+jZcuWmDNnjmkC1toeib+7bf369QBQbpLGb7/9Fh07dqyTpqr61q5dCwCwtbUFABw5cgTW1tbQ6XR45JFH8Le//Q3h4eHo0KGDJn2lr+3gwYNhY2ODbdu2oUePHtDpdLj//vvx3nvvYf369TAYDHWyHitbf/fffz/ef/99jB07Funp6abD9pYsWYL58+fX2V8J7p5jaPfu3aa9yby8vHD8+HHcf//9CAoKgsFggL+/P65du6Zp3+eff26al6Z0G7l+/Truvfde0+3q4rTLFc3P9PnnnyM1NRVubm7o0KEDkpKSEBoaiqSkJCQlJWHBggV1tm1UtO62b9+O/v37o2/fvjh+/DjOnTtnWn7mzJk4duwYcnJy6mTbuLvv888/x/bt21FQUIAxY8ZgwIABWLBgAd555x1MnDgR7777Lvbt24eMjIw66WvevDm++uorrFmzBi4uLujduzdOnTqFYcOGwdvbGydOnED//v012TYqaivdZd/Kysr0+FpsFxX19erVC/Hx8dDpdHB3d0fHjh2RmJio2bZRUV9MTAyGDh2Kfv364ddffzVN3AjU/bZR0esbHR0NZ2dnjBs3Dvfffz/mz5+vybZx97xvPXv2xObNm9G9e3d06dIFP//8s6afGRX17dq1yzQvXenvP1ptGxXNm7dr1y5kZmbC3d0d7dq10/Rzo6L1Fxoaiq5du6J///44duyYZp8bd7f16tULoaGhyMzMxLhx43DvvffijTfe0OwzIy4uDg8//LBpT5Cvv/4asbGxGDJkCLy8vHDy5EmLfGY0moELW1tbhIaGIjs7G48++ijWrFmDMWPGwM/PD61bt9Y6D02aNEFRURHy8vKQlJSEIUOGYOXKlRg9ejSaN2+udR4GDBiArl27YsuWLThy5AimT5+OBx98UN0v3tnZwOOPAyNGlAxW7NhRcvn//oqI5GRg9OiSQ0r8/IDXXwf+9wtjfTNq1CikpaVh0aJF2Lt3LwYMGID27dvDu3RvklrUvXt3zJ07F3PnzkVAQAB++eUXHDlyBE2bNkVgYCB+/fVXxMbGmv56W1RUBA8PDxiNxlofpb277ejRo6a9UEoPKcjLy8PRo0cxbdo0AMD333+Pf//737XaZU5fXl4eBg4ciK+//hqdOnVCTEwMPD090aNHD9jZ2WnSV/ra2traYvr06fD29sZvv/1mWt7NzQ29evUynS5Li77S9VdYWIj4+Hi4ubnB3t4eQMmhVT179sSlS5fqpO/uOYZsbGzQp08f6HQ6vPjii0hNTcXWrVuRkpKCJk2a4Nq1a/D19a2zvfSqmwPJysoKKSkpyM3NRZ8+fXD48GF07tzZNECkRVthYSEuXbqE6Oho+Pn5ISQkBL/++iseeeQRBAcH4/bt27XeVlFf6WsLANOmTUNAQAC+/PJL0x8uSndNd3Bw0KxvwIABuH37NjIyMkzzIpX+UeP333/H2LFj0aJFizrpe+GFF9C/f3/88ccf6NmzJw4ePIjBgwcjIiICjz76KNLS0rBt2zZNto2723744QcEBARgz549pu8dycnJyMnJqfPtoqq+8PBw/Pjjj/jjjz8wePBgrFixQpNto7LX9tChQ3j44YcxbNgwfPXVV0hJSQFQ99tGRX0PPfQQ9uzZg1OnTiEmJgY6nU6TbePued8CAgJw7do1fPPNN1i3bh3S09OxdetWJCcna/KZUd28dDY2NppuG5X1ffnllwCAM2fOwM/PT7Nto7LX9+uvv8bbb7+Nhx9+GF9++aUm20Zl6670D42xsbEwGo2mwam6/sxYsGAB8vPzMX36dHTr1g0LFizAhAkTTGdWtNhnhrGROX36tPGDDz4wPvHEE8Z3331X65wyTp06ZdTpdEY3Nzfj6tWrtc4po6CgoMz/GwwG9Xe6davRGBhY8u+PPjIaH3rIaBwyxGj8179KLlu3zmjU6YxGJyej8a231D+exnbv3m2cOnWq0c/PT7P3nl6vNwYFBRknTZpkumzp0qXGIUOGGF977TXjhQsXjIMHDzYGBwdr1jZ58mTTZQaDwXj16lVjYGCgUa/XG0ePHm1s1aqVcfv27SL6Bg0aZHRwcDCuX7/eaDQajcePHzd6eHgYr1+/rlnf3a/tfffdZ3z11VeN8fHxxocffvj/2rv/mKzq/o/j70sQ6RYNEteEnIoynAhpqEGQXMDupDWu2b1lbt2pOaeGlaKJCTbpq6L3Cmcuwy2n6PyJtzMR/MGSudZS9M5LvFUsJ1OnJi3CpigI+L7/uDoICtZXDpyjPh//eB2vz855eT5+zrl4c67PR6dMmdLp2Zrna37+Zs6cqePGjdM9e/botWvXNCkpSd966637rjcdrbGxUVVVS0tLNTo6WhsaGlRVtaioSOPj43X48OEaHx+vwcHBevjw4U7Ndm++mJiYFtffDRs2aGRkpLpcLg0MDNTc3FxLsxnnLjMzU7/66qumdpcvX9YtW7Z0arZ78zXv24KCAo2OjtbIyEhNSEjQoKAgLS4utjRfTExM0/aiRYs0OjpaJ02apC6XS4OCgnTPnj2dnu/w4cO6c+dOVVWtrq5Wl8ulH374oa5cuVLHjBmjw4YNs2xs3Jtt7NixOnXqVL148aLm5+drRESEZeOitXwul0szMzP1zTff1I0bNza1s2pstNW3y5cvV6fTqREREZaOjdbypaen66RJk9TpdOrEiRM7fWwY196PP/5YMzIyVFV16dKl6nQ69ZVXXtEPPvhAk5OTLbtntJZv2bJlmpCQoC+++KKWlJTo9u3bLbtntJXP6XRqSkqKjhgxwtKx8Wf9m5qaqgkJCZbcNx507saMGaNxcXHqdDr1nXfeseyekZ2drYMHD9Z169apqurZs2c1OTlZMzIydN26dZqYmNjusfHEFS4MpvzgbbLbt29rTk6O3rp1y+oobTI+9Jli5UrVvDzP6ylTVL29VQcMUDX+/dnZqunpqtevm3dMizU2Npp7Dh9Cfn6+xsXF6fr161XV8/9u586dmpCQoKGhoTpt2jTLszW/ce3fv18dDoc+9dRT+t5771mWTfVuPuOi3LxAYfzAYaV7+/bWrVu6ZcsWjY2N1dDQUE1NTbVVvnPnzunUqVN11KhR2rdvX50xY4al+ZYtW6aTJ09u8XdVVVW6Y8cO/fzzzy1KdVdr+ZYsWaK+vr46Z84ci1J5tJbNUFtb28lp7tdavsrKSt28ebOuWLHColR33ZuvpqZGDxw4oJmZmfp/NijcG9e33bt366BBg9TtdmtVVZVu3769qXBrdbaioiLt16+fHj9+XJcsWaI+Pj6WjwvVu/l27dqlYWFheuzYsab36urqrIrVpHnfhoaG6rFjx7SyslI3btxoi+ueka+goEDDw8P122+/1QMHDuj8+fMtGxsLFizQkpISVVV1uVzqcDg0KipKVVV//fVXy8fFvfm8vb01IiJCVVUXL15s+dho7fyNHDmyRRsrx8aD+vfq1auWjo3WssXExKiq6jfffGPpuKirq9MjR46o6t1xu23bNh0yZIjeuHHDlHvGE1u4QAcpKlI9evTBbYyiUW6uamCgat++quHhqgsWqDqdqn9U2NUGN/THiVGsu3z5ss6ePVtTUlJU1fNhpaKiQlVVr127ZotsLpdLVVWLi4t13rx5Onv2bL148aIl2VrLZ5y7goIC/emnn1q0sVO+wsJCraio0IaGBsv69kH59u/fr6dPn9YrV65oZWWlZfmMYuL48eM1Pz9fVVVXrVqlM2fO1OrqastyGVrL98UXX2hWVpYWFBTo1atXbZXtyy+/1LS0NEtzGR7Ut1aOCUNbfTtr1iy9efOmldFaqK+vV1XVU6dOaUhIiJ4+fdriRHc1zzZgwAC9cuWKut1u/fnnny1O5tE838CBA7W8vNziRC3ZuW9V7+9f4/xZec+dP3++BgcHa2BgoMbGxmpGRoa+/PLLeujQIcsyNddavri4OC0vL9cTJ05YPjZayzd69GhLnmhsjZ37t62+Nc6d1b+YN45vPDn7/fffa1RUlGmfB7w75psueOKcPSsybZrIiRMiW7c+uK0xCUtoqMjQoSITJ4pMmuSZ80JVJCjI8/4jOp+FXRmT+QUFBcmECRPk7bffFm9vbwkJCZHdu3eLiMjTTz9tm2xdunSRiIgI2bRpkwwdOtSSXA/K5+3tLYMGDZJdu3Y1tbFbvpCQECksLBQvLy/L+ratfF5eXjJw4EApLCyUPn36WJZNpPU5hi5cuCBr1661bAneP8t3/vx5ycvLk6SkJNtlM87ds88+a2m2tvIZEyNaOSb+Sr7Omivnz9TU1EiXLl2krKxMJk+eLAkJCbZZsr21bAEBAZZfUwz35nM6ndKvXz+rYzWxc9+K3J8vMTGxaaJuK++5I0eOlMOHD0taWpqkpKQ0Le1tTMButdbyGauKDB482Op4bZ6/gIAAi5N52Ll/28pmfFaxelVKh8Mht2/fFh8fH3G73ZKamiqvvfaaeZ8HTCl/4Mn2r3+p+viopqU9uJ3xFQnjkXob/TbpSVJTU6MvvfSS9ujRQ1evXm11nBbsnE2VfO1l53x2nmNI1d757JxNlXzt0djYqCUlJep0OrVPnz766aefWh2piZ2zqZKvveycr0PmfTMR+drHzvnsnM1w8uRJHT16tAYEBOhnn31m6r69srKysswpgeCJtXatSO/eInl5nqcp9uwRqa0V+dvfRLp187RRFTGW4zGqgd7enteNjXffQ4c7evSoXL9+Xfbu3SvR0dFWx2nBztlEyNdeds73zDPPiL+/v2zatEni4+OtjnMfO+ezczYR8rWHw+GQ3r17S2BgoKxatUpGjx5tdaQmds4mQr72snM+Ly8vEfGs+tN8CV67IF/72DmfnbMZevXqJb6+vrJmzRrTx61D9Y+FYYGHZXxNpH9/kUOHPAWJLl1EAgJEli8XMdaKrq4WSU0ViY8XmT7dU7D4YwCi86iqLS90IvbOJkK+9rJ7PgAAANgTv+ZG+4WGivz9756ixbx5Iv/9r8iOHSLdu4usWydSVeVpd+OGyLlzIitXerYpWljCzj842jmbCPnay+75AAAAYE88cQFz3L4tUlYmMnKkyJ07nicu/v1vkcxMkf/8R6RHD0+7M2dEbDAxEAAAAADg0cATFzCHj4/IiBGe142Nnj+Dgz0Fi9rau+0oWgAAAAAA/h8oXMA8DofnyYuuXUXcbs98FsnJnok7AQAAAAB4CBQuYK6zZz2TbyYlifzznyKLF1udCAAAAADwCGOOC5irsVFk2zaRf/xDxNfX6jQAAAAAgEcchQsAAAAAAGBbfFUEAAAAAADYFoULAAAAAABgWxQuAAAAAACAbVG4AAAAAAAAtkXhAgAAAAAA2BaFCwAAAAAAYFsULgAAAAAAgG1RuAAAAAAAALZF4QIAAAAAANgWhQsAAPBIOX/+vDgcDvHz85OFCxeatt+oqCjx9fWVYcOGmbZPAADQfhQuAACAqV544QX5+uuvO/w4ly5dkk8++cS0/f3www+yevVq0/YHAADMQeECAACYpr6+Xk6dOiWRkZFWRwEAAI8JChcAAMAUly9flp49e0p9fb1ERkaKn5+flJWVddrxnU6nrFixoml77NixkpWV1bT922+/icvlEn9/f+nVq5ckJibKnTt3Oi0fAAB4ON5WBwAAAI+H4OBgWbNmjeTm5sp3331ndZz75OTkSE1NjVy5ckW8vLykpKREHA6H1bEAAMCf4IkLAABgGrfbLcOHD2/aXrx4sRQVFbXZvrS0VE6ePNkZ0cThcMi1a9ekoqJCunXrJq+++iqFCwAAHgEULgAAgGncbneLVTnKysrk+eefb7P95s2b5ebNm50RTdLT08XpdMobb7whvXv3llmzZvFVEQAAHgEULgAAgGnKyspaPHFx6dIlee6550REZOnSpZKUlCShoaGSl5cn+/btk7y8PElPT5fs7GxTjl9XV9f0+vfff2/xXs+ePSUnJ0fKy8vl4MGDsn79etm3b58pxwUAAB2HwgUAADBFfX29VFdXN23fuHFD/Pz8mrbff/99OXDggLjdbtmwYYMkJydLeHi4HDx4UDIyMkzJUFBQIDU1NXL8+HE5dOiQXL9+Xerr60VEZO/evfLjjz+Kqoq3t7fcuXNHevbsacpxAQBAx2FyTgAAYIquXbtKWlqaJCYmSkNDgxQXF0tERISIeFb0mDt3rlRUVEhdXZ0MGDBALl26JH379jU1Q1BQkISFhYm/v79kZ2fLokWL5PXXX5e4uDipqKiQGTNmyC+//CIBAQHy0UcfSVxcnKnHBwAA5nOoqlodAgAAPH5yc3Ole/fuMmHCBJk9e7ZER0fLuHHjJDs7W3x8fCQ8PFxKS0tbLFn6V1y4cEHCwsLE19dX0tLSZOHChSLiWQ51+vTpMn78+IfKO2rUKCkvL5chQ4ZIaWnpQ+0DAACYjycuAABAhygrK5N3331XRERiY2NlwYIFUlBQIFVVVTJnzhzp37+/zJ07V86cOSNbt279y/vt16+f1NbWmp73yJEjpu8TAAC0H09cAACAx0J7n7gAAAD2ROECAAAAAADYFquKAAAAAAAA26JwAQAAAAAAbIvCBQAAAAAAsC0KFwAAAAAAwLYoXAAAAAAAANuicAEAAAAAAGyLwgUAAAAAALAtChcAAAAAAMC2KFwAAAAAAADbonABAAAAAABs63+b7mL6CjmHfQAAAABJRU5ErkJggg==\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "cell_type": "markdown", + "metadata": {}, "source": [ - "import matplotlib.pyplot as plt\n", - "from matplotlib.font_manager import FontProperties\n", - "from matplotlib.patches import FancyBboxPatch\n", - "import os\n", - "\n", - "# Start creating plots\n", - "# Create figure for median plot\n", - "fig_median = plt.figure(num=None, figsize=(12, 4), dpi=90, facecolor='w', edgecolor='k')\n", - "\n", - "# Add plot and set title\n", - "ax_median = fig_median.add_subplot(111)\n", - "\n", - "y_data = np.array([])\n", - "\n", - "for i, subdir in enumerate(subdirs):\n", - " for (j, csv_vec) in enumerate(output_dataset[i]):\n", - "\n", - " # Create figure\n", - " fig = plt.figure(num=None, figsize=(12, 4), dpi=90, facecolor='w', edgecolor='k')\n", - "\n", - " # Add plot and set title\n", - " ax = fig.add_subplot(111)\n", - "\n", - " # Set grid\n", - " ax.set_axisbelow(True)\n", - " ax.grid(True, linestyle='--')\n", - "\n", - " x_limit = 0.00005\n", - " bins = np.arange(0, 50, 50 / 100)\n", - "\n", - " # Data in plot\n", - " # http://www.color-hex.com/color-palette/33602\n", - " csv_vec_t = csv_vec.transpose()\n", - "\n", - " ax.hist(csv_vec_t[2] * 1e6, label=settings['histograms']['labels'][0],\n", - " edgecolor='black',\n", - " bins=bins,\n", - " color='#00549f')\n", - " ax.axvline(medians[i][j], color='red', linestyle='-', linewidth=1, alpha=0.85)\n", - "\n", - " # Set axis and calculate values above limit\n", - " plt.xlim([0,x_limit])\n", - "\n", - "\n", - " # Set ticks\n", - " ticks_unmodified = ticks = np.arange(0, x_limit * 1e6 + 1, 2)\n", - "\n", - " nearest, nearest_idx = find_nearest(ticks, medians[i][j])\n", - " ticks = np.append(ticks, medians[i][j])\n", - "\n", - " # Explicitly set labels\n", - " labels = []\n", - "\n", - " for value in ticks:\n", - " if value == nearest and np.abs(nearest - medians[i][j]) < 200:\n", - " labels.append(\"\")\n", - " elif value == (medians[i][j]):\n", - " labels.append(value)\n", - " else:\n", - " labels.append(str(int(value)))\n", - "\n", - " plt.xticks(ticks, labels, fontsize=10, family='monospace', rotation=30, horizontalalignment='right', rotation_mode=\"anchor\")\n", - "\n", - "\n", - " for value in ax.get_xticklabels():\n", - " try:\n", - " if int(float(value.get_text())) == int(medians[i][j]):\n", - " value.set_color('red')\n", - " except ValueError:\n", - " # We got some empty values. Ignore them\n", - " pass\n", - "\n", - " from matplotlib.ticker import MultipleLocator\n", - " minorLocator = MultipleLocator(1)\n", - " ax.xaxis.set_minor_locator(minorLocator)\n", - "\n", - " plt.yticks(fontsize=10, family='monospace')\n", - "\n", - " # Labels\n", - " ax.set_xlabel(settings['histograms']['axis_labels']['x'], fontsize=10, family='monospace', labelpad = 4)\n", - " ax.set_ylabel(settings['histograms']['axis_labels']['y'], fontsize=10, family='monospace', labelpad = 6)\n", - " ax.set_yscale('log')\n", - "\n", - " # Create text for offset\n", - " off_bigger_50us = round((np.size(csv_vec_t[2][csv_vec_t[2] > x_limit]) / np.size(csv_vec_t[2])) * 100, 2)\n", - "\n", - " offset_text = '$\\mathtt{{t_{{lat}}>50µs: }}${0: >5.2f}% ($\\mathtt{{t_{{lat}}^{{max}}}}$: {1:>7.2f}µs)'.format(off_bigger_50us, round(np.max(csv_vec_t[2]) * 1e6, 2))\n", - "\n", - " # Create text for missed steps\n", - " missed_text = ' in: {0:6d} ({1:5.2f}%)\\n'.format(missed_send_arr[i][j],\n", - " perc_miss_send_arr[i][j])\n", - " missed_text += 'out: {0:6d} ({1:5.2f}%)'.format(missed_recv_arr[i][j],\n", - " perc_miss_recv_arr[i][j])\n", - "\n", - " # Create text for missed steps\n", - " never_transferred_text = 'total: {0:5d} ({1:5.2f}%)\\n'.format(never_trans_total_arr[i][j],\n", - " perc_never_trans_total_arr[i][j])\n", - " never_transferred_text += 'while connected: {0:5d} ({1:5.2f}%)'.format(never_trans_after_arr[i][j],\n", - " perc_never_trans_after_arr[i][j])\n", - "\n", - "\n", - " # Set font properties for headers and text\n", - " font_header = FontProperties()\n", - " font_header.set_family('monospace')\n", - " font_header.set_weight('bold')\n", - " font_header.set_size(9.5)\n", - "\n", - " font_text = FontProperties()\n", - " font_text.set_size(9.5)\n", - " font_text.set_family('monospace')\n", - "\n", - " # Set box constraints for wrapper and plot wrapper\n", - " left, width = .673, .33\n", - " right = left + width\n", - "\n", - " plot_fancy_box(bottom = 0.46, height = 0.65)\n", - "\n", - " # Set box constraints for text boxes\n", - " left, width = .685, .30\n", - " right = left + width\n", - "\n", - " # Offset boxes\n", - " plot_fancy_box(bottom = 0.9085, height = 0.085)\n", - "\n", - " ax.text(right, 0.975, offset_text,\n", - " verticalalignment='top', horizontalalignment='right',\n", - " transform=ax.transAxes,\n", - " color='black', fontproperties = font_text)\n", - "\n", - " # Missed steps\n", - " plot_fancy_box(bottom = 0.695, height = 0.18)\n", - "\n", - " ax.text(right, 0.868, \"missing samples:\",\n", - " verticalalignment='top', horizontalalignment='right',\n", - " transform=ax.transAxes,\n", - " color='black', fontproperties = font_header)\n", - " ax.text(right, 0.804, missed_text,\n", - " verticalalignment='top', horizontalalignment='right',\n", - " transform=ax.transAxes,\n", - " color='black', fontproperties = font_text)\n", - "\n", - " # Never transferred\n", - " plot_fancy_box(bottom = 0.487, height = 0.175)\n", - "\n", - " ax.text(right, 0.657, \"samples not transmitted:\",\n", - " verticalalignment='top', horizontalalignment='right',\n", - " transform=ax.transAxes,\n", - " color='black', fontproperties = font_header)\n", - " ax.text(right, 0.593, never_transferred_text,\n", - " verticalalignment='top', \n", - " horizontalalignment='right',\n", - " transform=ax.transAxes,\n", - " color='black', fontproperties = font_text)\n", - " \n", - " \n", - " #Save plot\n", - " if settings['histograms']['export_figures']:\n", - " plt.minorticks_on()\n", - " plt.tight_layout()\n", - "\n", - " fig.savefig('{}/{}_{}_{}i_{}j.pdf'.format(rootdir, settings_array[i][j][0], settings_array[i][j][2], i, j), dpi=600, format='pdf') \n", - " \n", - " \n", - " ###################################\n", - " # CREATE MEDIAN PLOT ##############\n", - " ###################################\n", - " x_data = np.array([])\n", - " for k in range(0, len(medians[i])):\n", - " x_data = np.append(x_data, k)\n", - "\n", - " ax_median.errorbar(x_data, medians[i], yerr=[lower_limit[i], upper_limit[i]],\n", - " capsize = 3.7, elinewidth = 1, markeredgewidth = 1, \n", - " marker='v', zorder = 2 + i, color=settings['median_plot']['colors'][i],\n", - " label=settings['median_plot']['labels'][i])\n", - "\n", - "\n", - " \n", - "###################################\n", - "# CREATE HISTOGRAM LEGEND #########\n", - "###################################\n", - "if settings['histograms']['export_figures']:\n", - " import pylab\n", - "\n", - " # create a second figure for the legend\n", - " figLegend = pylab.figure(figsize = (settings['histograms']['dimensions']['legend'][0], settings['histograms']['dimensions']['legend'][1]))\n", - "\n", - " # produce a legend for the objects in the other figure\n", - " pylab.figlegend(*ax.get_legend_handles_labels(), loc = 'upper left',\n", - " prop={'family':'monospace', 'size':'8'}, ncol=settings['histograms']['legend_columns'])\n", - " figLegend.savefig(\"{}/legend_histogram.pdf\".format(rootdir), format='pdf')\n", - "\n", - " \n", - "\n", - "###################################\n", - "# SET AXIS OF MEDIAN PLOT #########\n", - "###################################\n", - "ax_median.set_ylim([settings['median_plot']['ticks']['y'][0], settings['median_plot']['ticks']['y'][-1]])\n", - "ax_median.set_xticks(np.arange(0, len(settings['median_plot']['ticks']['x']), 1))\n", - "ax_median.set_xticklabels(settings['median_plot']['ticks']['x'])\n", - "ax_median.set_yticks(settings['median_plot']['ticks']['y'])\n", - "ax_median.set_xlabel(settings['median_plot']['axis_labels']['x'], fontsize=11, family='monospace', labelpad=6)\n", - "ax_median.set_ylabel(settings['median_plot']['axis_labels']['y'], fontsize=11, family='monospace', labelpad=6)\n", - "ax_median.set_axisbelow(True)\n", - "ax_median.grid(True, linestyle='--')\n", - "\n", - "\n", - "ax_median.yaxis.grid(True, linestyle='-', which='major', color='black', alpha=0.8)\n", - "ax_median.yaxis.grid(True, linestyle='--', which='minor', color='lightgrey', alpha=0.3)\n", - "\n", - "\n", - "#Show plot\n", - "#plt.show()\n", - "\n", - "###################################\n", - "# EXPORT MEDIANS AND CREATE #######\n", - "# LEGEND OF MEDIAN TABLE ##########\n", - "###################################\n", - "if settings['median_plot']['export_figures']:\n", - " import pylab\n", - "\n", - " # create a second figure for the legend\n", - " figLegend = pylab.figure(figsize = (settings['median_plot']['dimensions']['legend'][0], settings['median_plot']['dimensions']['legend'][1]))\n", - "\n", - " # produce a legend for the objects in the other figure\n", - " pylab.figlegend(*ax_median.get_legend_handles_labels(), loc = 'upper left',\n", - " prop={'family':'monospace', 'size':'8'}, ncol=settings['median_plot']['legend_columns'])\n", - " figLegend.savefig(\"{}/legend_median_plot.pdf\".format(rootdir), format='pdf')\n", - "\n", - " fig_median.savefig('{}/median_graph.pdf'.format(rootdir), dpi=600, format='pdf')\n", - "\n" + "### Import all necessary libraries to plot" ] }, { @@ -1415,135 +421,349 @@ "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "import matplotlib.pyplot as plt\n", + "from matplotlib.font_manager import FontProperties\n", + "from matplotlib.patches import FancyBboxPatch\n", + "from matplotlib.ticker import MultipleLocator\n", + "import pylab \n", + "from mpl_toolkits.mplot3d import Axes3D\n", + "import matplotlib.pyplot as plt\n", + "from matplotlib import cm\n", + "from matplotlib.ticker import LinearLocator, FormatStrFormatter\n", + "import matplotlib as mpl" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Start with histograms if they are enabled" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "scrolled": false + }, + "outputs": [], + "source": [ + "if settings['histograms']['enabled']:\n", + " for i, subdir in enumerate(subdirs):\n", + " for (j, csv_vec) in enumerate(output_dataset[i]):\n", + " # Create figure\n", + " fig = plt.figure(num=None, figsize=(12, 4), dpi=90, facecolor='w', edgecolor='k')\n", + "\n", + " # Add plot and set title\n", + " ax = fig.add_subplot(111)\n", + "\n", + " # Set grid\n", + " ax.set_axisbelow(True)\n", + " ax.grid(True, linestyle='--')\n", + "\n", + " x_limit = 0.00005\n", + " bins = np.arange(0, 50, 50 / 100)\n", + "\n", + " # Data in plot\n", + " # http://www.color-hex.com/color-palette/33602\n", + " csv_vec_t = csv_vec.transpose()\n", + "\n", + " ax.hist(csv_vec_t[2] * 1e6, label=settings['histograms']['labels'][0],\n", + " edgecolor='black',\n", + " bins=bins,\n", + " color='#00549f')\n", + " ax.axvline(medians[i][j], color='red', linestyle='-', linewidth=1, alpha=0.85)\n", + "\n", + " # Set axis and calculate values above limit\n", + " plt.xlim([0,x_limit])\n", + "\n", + " ###################################\n", + " # SET TICKS #######################\n", + " ###################################\n", + " ticks = np.arange(0, x_limit * 1e6 + 1, 2)\n", + "\n", + " nearest, nearest_idx = find_nearest(ticks, medians[i][j])\n", + " \n", + " ticks = np.append(ticks, medians[i][j])\n", + "\n", + " # Explicitly set labels\n", + " labels = []\n", + "\n", + " for value in ticks:\n", + " if value == nearest and np.abs(nearest - medians[i][j]) < 200:\n", + " labels.append(\"\")\n", + " elif value == (medians[i][j]):\n", + " labels.append(value)\n", + " else:\n", + " labels.append(str(int(value)))\n", + "\n", + " plt.yticks(fontsize=10, family='monospace')\n", + " plt.xticks(ticks, labels, fontsize=10, family='monospace', rotation=30, horizontalalignment='right', rotation_mode=\"anchor\")\n", + "\n", + " for value in ax.get_xticklabels():\n", + " try:\n", + " if int(float(value.get_text())) == int(medians[i][j]):\n", + " value.set_color('red')\n", + " except ValueError:\n", + " # We got some empty values. Ignore them\n", + " pass\n", + "\n", + " minorLocator = MultipleLocator(1)\n", + " ax.xaxis.set_minor_locator(minorLocator)\n", + "\n", + " ###################################\n", + " # CONFIGURE AXIS ##################\n", + " ###################################\n", + " # Set labels\n", + " ax.set_xlabel(settings['histograms']['axis_labels']['x'], fontsize=10, family='monospace', labelpad = 4)\n", + " ax.set_ylabel(settings['histograms']['axis_labels']['y'], fontsize=10, family='monospace', labelpad = 6)\n", + " \n", + " # Set scale\n", + " ax.set_yscale('log')\n", + "\n", + " ###################################\n", + " # CREATE TEXTBOXES ################\n", + " ###################################\n", + " off_bigger_50us = round((np.size(csv_vec_t[2][csv_vec_t[2] > x_limit]) / np.size(csv_vec_t[2])) * 100, 2)\n", + "\n", + " offset_text = '$\\mathtt{{t_{{lat}}>50µs: }}${0: >5.2f}% ($\\mathtt{{t_{{lat}}^{{max}}}}$: {1:>7.2f}µs)'.format(off_bigger_50us, round(np.max(csv_vec_t[2]) * 1e6, 2))\n", + "\n", + " # Create text for missed steps\n", + " missed_text = ' in: {0:6d} ({1:5.2f}%)\\n'.format(missed_send_arr[i][j], perc_miss_send_arr[i][j])\n", + " missed_text += 'out: {0:6d} ({1:5.2f}%)'.format(missed_recv_arr[i][j], perc_miss_recv_arr[i][j])\n", + "\n", + " # Create text for missed steps\n", + " never_transferred_text = 'total: {0:5d} ({1:5.2f}%)\\n'.format(never_trans_total_arr[i][j], perc_never_trans_total_arr[i][j])\n", + " never_transferred_text += 'while connected: {0:5d} ({1:5.2f}%)'.format(never_trans_after_arr[i][j], perc_never_trans_after_arr[i][j])\n", + "\n", + " # Set font properties for headers and text\n", + " font_header = FontProperties()\n", + " font_header.set_family('monospace')\n", + " font_header.set_weight('bold')\n", + " font_header.set_size(9.5)\n", + "\n", + " font_text = FontProperties()\n", + " font_text.set_size(9.5)\n", + " font_text.set_family('monospace')\n", + "\n", + " # Set box constraints for wrapper and plot wrapper\n", + " left, width = .673, .33\n", + " right = left + width\n", + "\n", + " plot_fancy_box(bottom = 0.46, height = 0.65, ax = ax)\n", + "\n", + " # Set box constraints for text boxes\n", + " left, width = .685, .30\n", + " right = left + width\n", + "\n", + " # Offset boxes\n", + " plot_fancy_box(bottom = 0.9085, height = 0.085, ax = ax)\n", + "\n", + " ax.text(right, 0.975, offset_text,\n", + " verticalalignment='top', horizontalalignment='right',\n", + " transform=ax.transAxes,\n", + " color='black', fontproperties = font_text)\n", + "\n", + " # Missed steps\n", + " plot_fancy_box(bottom = 0.695, height = 0.18, ax = ax)\n", + "\n", + " ax.text(right, 0.868, \"missing samples:\",\n", + " verticalalignment='top', horizontalalignment='right',\n", + " transform=ax.transAxes,\n", + " color='black', fontproperties = font_header)\n", + " ax.text(right, 0.804, missed_text,\n", + " verticalalignment='top', horizontalalignment='right',\n", + " transform=ax.transAxes,\n", + " color='black', fontproperties = font_text)\n", + "\n", + " # Never transferred\n", + " plot_fancy_box(bottom = 0.487, height = 0.175, ax = ax)\n", + "\n", + " ax.text(right, 0.657, \"samples not transmitted:\",\n", + " verticalalignment='top', horizontalalignment='right',\n", + " transform=ax.transAxes,\n", + " color='black', fontproperties = font_header)\n", + " ax.text(right, 0.593, never_transferred_text,\n", + " verticalalignment='top', \n", + " horizontalalignment='right',\n", + " transform=ax.transAxes,\n", + " color='black', fontproperties = font_text)\n", + "\n", + "\n", + " ###################################\n", + " # SAVE PLOT #######################\n", + " ###################################\n", + " plt.minorticks_on()\n", + " plt.tight_layout()\n", + "\n", + " fig.savefig('{}/{}_{}_{}i_{}j.pdf'.format(rootdir, \n", + " settings_array[i][j][0], \n", + " settings_array[i][j][2], i, j),\n", + " format='pdf') \n", + "\n", + " ###################################\n", + " # CREATE HISTOGRAM LEGEND #########\n", + " ###################################\n", + " # create a second figure for the legend\n", + " figLegend = pylab.figure(figsize = (settings['histograms']['dimensions']['legend'][0], settings['histograms']['dimensions']['legend'][1]))\n", + "\n", + " # produce a legend for the objects in the other figure\n", + " pylab.figlegend(*ax.get_legend_handles_labels(), loc = 'upper left',\n", + " prop={'family':'monospace', 'size':'8'}, \n", + " ncol=settings['histograms']['legend_columns'])\n", + " \n", + " figLegend.savefig(\"{}/legend_histogram.pdf\".format(rootdir), format='pdf')\n" + ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "if settings['median_plot']['enabled']:\n", + " # Create figure and axis\n", + " fig_median = plt.figure(num=None, figsize=(12, 4), dpi=90, facecolor='w', edgecolor='k')\n", + " ax_median = fig_median.add_subplot(111)\n", + "\n", + " for i, subdir in enumerate(subdirs):\n", + "\n", + " ###################################\n", + " # CREATE MEDIAN PLOT ##############\n", + " ###################################\n", + " x_data = np.array([])\n", + " for k in range(0, len(medians[i])):\n", + " x_data = np.append(x_data, k)\n", + "\n", + " ax_median.errorbar(x_data, medians[i], yerr=[lower_limit[i], upper_limit[i]],\n", + " capsize = 3.7, elinewidth = 1, markeredgewidth = 1, \n", + " marker='v', zorder = 2 + i, color=settings['median_plot']['colors'][i],\n", + " label=settings['median_plot']['labels'][i])\n", + "\n", + "\n", + " ###################################\n", + " # SET AXIS OF MEDIAN PLOT #########\n", + " ###################################\n", + " ax_median.set_ylim([settings['median_plot']['ticks']['y'][0], settings['median_plot']['ticks']['y'][-1]])\n", + " ax_median.set_xticks(np.arange(0, len(settings['median_plot']['ticks']['x']), 1))\n", + " ax_median.set_xticklabels(settings['median_plot']['ticks']['x'])\n", + " ax_median.set_yticks(settings['median_plot']['ticks']['y'])\n", + " ax_median.set_xlabel(settings['median_plot']['axis_labels']['x'], fontsize=11, family='monospace', labelpad=6)\n", + " ax_median.set_ylabel(settings['median_plot']['axis_labels']['y'], fontsize=11, family='monospace', labelpad=6)\n", + " ax_median.set_axisbelow(True)\n", + " ax_median.grid(True, linestyle='--')\n", + "\n", + " ax_median.yaxis.grid(True, linestyle='-', which='major', color='black', alpha=0.8)\n", + " ax_median.yaxis.grid(True, linestyle='--', which='minor', color='lightgrey', alpha=0.3)\n", + "\n", + " ###################################\n", + " # EXPORT MEDIANS AND CREATE #######\n", + " # LEGEND OF MEDIAN TABLE ##########\n", + " ###################################\n", + " plt.tight_layout()\n", + " fig_median.savefig('{}/median_graph.pdf'.format(rootdir), dpi=600, format='pdf', bbox_inches='tight')\n", + "\n", + " # create a second figure for the legend\n", + " figLegend = pylab.figure(figsize = (settings['median_plot']['dimensions']['legend'][0], settings['median_plot']['dimensions']['legend'][1]))\n", + "\n", + " # produce a legend for the objects in the other figure\n", + " pylab.figlegend(*ax_median.get_legend_handles_labels(), loc = 'upper left',\n", + " prop={'family':'monospace', 'size':'8'}, ncol=settings['median_plot']['legend_columns'])\n", + " figLegend.savefig(\"{}/legend_median_plot.pdf\".format(rootdir), format='pdf')\n", + "\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Create 3D-Plot if enabled" + ] }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "metadata": { "scrolled": false }, - "outputs": [ - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" - }, - { - "data": { - "image/png": "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\n", - "text/plain": [ - "" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "from mpl_toolkits.mplot3d import Axes3D\n", - "import matplotlib.pyplot as plt\n", - "from matplotlib import cm\n", - "from matplotlib.ticker import LinearLocator, FormatStrFormatter\n", - "import numpy as np\n", - "import matplotlib as mpl\n", + "if settings['3d_plot']['enabled']:\n", + " fig_3d = plt.figure(num=None, figsize=(16, 7), dpi=90, facecolor='w', edgecolor='k')\n", + " ax_3d = fig_3d.gca(projection='3d')\n", + "\n", + " # Make data.\n", + " X = np.array([])\n", + " for k in range(0, len(settings['3d_plot']['ticks']['x'])):\n", + " X = np.append(X, k)\n", + "\n", + " Y = np.array([])\n", + " for k in range(0, len(settings['3d_plot']['ticks']['y'])):\n", + " Y = np.append(Y, k)\n", + "\n", + " X, Y = np.meshgrid(X, Y)\n", + "\n", + " Z = np.array([])\n", + " for k in range(0, len(settings['3d_plot']['ticks']['y'])):\n", + " for l in range(0, len(settings['3d_plot']['ticks']['x'])):\n", + " Z = np.append(Z, medians[0][k * len(settings['3d_plot']['ticks']['x']) + l])\n", + "\n", + " Z = np.split(Z, len(settings['3d_plot']['ticks']['y']))\n", + "\n", + " # Plot the surface.\n", + " surf = ax_3d.plot_surface(X, Y, Z, cmap=cm.Blues, linewidth=135,\n", + " antialiased=False, shade=True)\n", + " ax_3d.plot_wireframe(X, Y, Z, 10, lw=1, colors=\"k\", linestyles=\"solid\")\n", + "\n", + " # Customize the z axis.\n", + " ax_3d.set_zlim(0, np.max(np.ceil(Z)))\n", + " ax_3d.zaxis.set_major_locator(LinearLocator(10))\n", + "\n", + " ax_3d.set_xlabel(settings['3d_plot']['axis_labels']['x'], fontsize=11, family='monospace', labelpad=14)\n", + " ax_3d.set_ylabel(settings['3d_plot']['axis_labels']['y'], fontsize=11, family='monospace', labelpad=8)\n", + " ax_3d.set_zlabel(settings['3d_plot']['axis_labels']['z'], fontsize=11, family='monospace', labelpad=8)\n", + "\n", + " ax_3d.set_xticks(np.arange(0, len(settings['3d_plot']['ticks']['x']), 1))\n", + " ax_3d.set_xticklabels(settings['3d_plot']['ticks']['x'])\n", + "\n", + " ax_3d.set_yticklabels(settings['3d_plot']['ticks']['y'])\n", + " ax_3d.set_zticks(np.arange(0, len(settings['3d_plot']['ticks']['z']), 1))\n", + "\n", + " x = np.argmin(Z) % (len(settings['3d_plot']['ticks']['x']) + 1)\n", + " y = np.argmin(Z) % (len(settings['3d_plot']['ticks']['y']) + 1)\n", + " z = np.min(Z)\n", + " ax_3d.plot([x,x],[y,y],z, marker='v', color = 'green', markersize=11, label=\"Minimum: \"+str(z)+ \" µs\")\n", + "\n", + " x = np.argmax(Z) % (len(settings['3d_plot']['ticks']['x']) + 1)\n", + " y = np.argmax(Z) % (len(settings['3d_plot']['ticks']['y']) + 1)\n", + " z = np.max(Z)\n", + " ax_3d.plot([x,x],[y,y],z, marker='^', color = 'red', markersize=11, label=\"Maximum: \"+str(z)+ \" µs\")\n", "\n", "\n", - "fig_3d = plt.figure(num=None, figsize=(16, 7), dpi=90, facecolor='w', edgecolor='k')\n", - "ax_3d = fig_3d.gca(projection='3d')\n", - "#ax_3d.w_xaxis.set_pane_color((0,0,0,1))\n", - "#ax_3d.w_yaxis.set_pane_color((0,0,0,1))\n", - "#ax_3d.w_zaxis.set_pane_color((0,0,0,1))\n", - "\n", - "# Make data.\n", - "X = np.array([])\n", - "for k in range(0, len(settings['3d_plot']['ticks']['x'])):\n", - " X = np.append(X, k)\n", - "\n", - "Y = np.array([])\n", - "for k in range(0, len(settings['3d_plot']['ticks']['y'])):\n", - " Y = np.append(Y, k)\n", - "\n", - "X, Y = np.meshgrid(X, Y)\n", - "\n", - "Z = np.array([])\n", - "for k in range(0, len(settings['3d_plot']['ticks']['y'])):\n", - " for l in range(0, len(settings['3d_plot']['ticks']['x'])):\n", - " Z = np.append(Z, medians[0][k * len(settings['3d_plot']['ticks']['x']) + l])\n", - "\n", - "Z = np.split(Z, len(settings['3d_plot']['ticks']['y']))\n", - "\n", - "# Plot the surface.\n", - "surf = ax_3d.plot_surface(X, Y, Z, cmap=cm.Blues, linewidth=135,\n", - " antialiased=False, shade=True)\n", - "ax_3d.plot_wireframe(X, Y, Z, 10, lw=1, colors=\"k\", linestyles=\"solid\")\n", - "\n", - "# Customize the z axis.\n", - "ax_3d.set_zlim(0, np.max(np.ceil(Z)))\n", - "ax_3d.zaxis.set_major_locator(LinearLocator(10))\n", - "\n", - "ax_3d.set_xlabel(settings['3d_plot']['axis_labels']['x'], fontsize=11, family='monospace', labelpad=14)\n", - "ax_3d.set_ylabel(settings['3d_plot']['axis_labels']['y'], fontsize=11, family='monospace', labelpad=8)\n", - "ax_3d.set_zlabel(settings['3d_plot']['axis_labels']['z'], fontsize=11, family='monospace', labelpad=8)\n", - "\n", - "ax_3d.set_xticks(np.arange(0, len(settings['3d_plot']['ticks']['x']), 1))\n", - "ax_3d.set_xticklabels(settings['3d_plot']['ticks']['x'])\n", - "\n", - "ax_3d.set_yticklabels(settings['3d_plot']['ticks']['y'])\n", - "ax_3d.set_zticks(np.arange(0, len(settings['3d_plot']['ticks']['z']), 1))\n", - "\n", - "x = np.argmin(Z) % (len(settings['3d_plot']['ticks']['x']) + 1)\n", - "y = np.argmin(Z) % (len(settings['3d_plot']['ticks']['y']) + 1)\n", - "z = np.min(Z)\n", - "ax_3d.plot([x,x],[y,y],z, marker='v', color = 'green', markersize=11, label=\"Minimum: \"+str(z)+ \" µs\")\n", - "\n", - "x = np.argmax(Z) % (len(settings['3d_plot']['ticks']['x']) + 1)\n", - "y = np.argmax(Z) % (len(settings['3d_plot']['ticks']['y']) + 1)\n", - "z = np.max(Z)\n", - "ax_3d.plot([x,x],[y,y],z, marker='^', color = 'red', markersize=11, label=\"Maximum: \"+str(z)+ \" µs\")\n", + " norm = mpl.colors.Normalize(vmin=np.min(Z), vmax=np.max(Z))\n", + " cb = fig_3d.colorbar(surf, shrink=0.8, aspect=10, fraction=0.1, norm=norm)\n", + " cb.set_label(settings['3d_plot']['axis_labels']['z'], fontsize=11, family='monospace', labelpad=8)\n", + " plt.tight_layout()\n", + " plt.show()\n", "\n", "\n", - "norm = mpl.colors.Normalize(vmin=np.min(Z), vmax=np.max(Z))\n", - "cb = fig_3d.colorbar(surf, shrink=0.8, aspect=10, fraction=0.1, norm=norm)\n", - "cb.set_label(settings['3d_plot']['axis_labels']['z'], fontsize=11, family='monospace', labelpad=8)\n", - "plt.tight_layout()\n", - "plt.show()\n", + " fig_3d.savefig('{}/median_3d_graph.pdf'.format(rootdir), dpi=600, format='pdf')\n", + "\n", + " # create a second figure for the legend\n", + " figLegend = pylab.figure(figsize = (settings['3d_plot']['dimensions']['legend'][0], settings['3d_plot']['dimensions']['legend'][1]))\n", "\n", "\n", - "fig_3d.savefig('{}/median_3d_graph.pdf'.format(rootdir), dpi=600, format='pdf')\n", + " # The markers are too big, so lets create smaller markers\n", + " ax_custom = figLegend.add_subplot(111)\n", + " ax_custom.plot(0,0, marker='v', color = 'green', label=\"Minimum: \"+str(np.min(Z))+ \" µs\")\n", + " ax_custom.plot(0,0, marker='^', color = 'red', label=\"Maximum: \"+str(np.max(Z))+ \" µs\")\n", + " ax_custom.set_visible(False)\n", "\n", "\n", - "# produce a legend for the objects in the other figure\n", - "import pylab\n", - "\n", - "# create a second figure for the legend\n", - "figLegend = pylab.figure(figsize = (settings['3d_plot']['dimensions']['legend'][0], settings['3d_plot']['dimensions']['legend'][1]))\n", - "\n", - "\n", - "# The markers are too big, so lets create smaller markers\n", - "ax_custom = figLegend.add_subplot(111)\n", - "ax_custom.plot(0,0, marker='v', color = 'green', label=\"Minimum: \"+str(np.min(Z))+ \" µs\")\n", - "ax_custom.plot(0,0, marker='^', color = 'red', label=\"Maximum: \"+str(np.max(Z))+ \" µs\")\n", - "ax_custom.set_visible(False)\n", - "\n", - "\n", - "pylab.figlegend(*ax_custom.get_legend_handles_labels(), loc = 'upper left',\n", - " prop={'family':'monospace', 'size':'8'}, ncol=settings['3d_plot']['legend_columns'])\n", - "figLegend.savefig(\"{}/legend_median_3d_plot.pdf\".format(rootdir), format='pdf')" + " pylab.figlegend(*ax_custom.get_legend_handles_labels(), loc = 'upper left',\n", + " prop={'family':'monospace', 'size':'8'}, ncol=settings['3d_plot']['legend_columns'])\n", + " figLegend.savefig(\"{}/legend_median_3d_plot.pdf\".format(rootdir), format='pdf')" ] }, {