diff --git a/Recipes/Sea_Ice_Coordinates.ipynb b/Recipes/Sea_Ice_Coordinates.ipynb index 0be86323..4e21bc63 100644 --- a/Recipes/Sea_Ice_Coordinates.ipynb +++ b/Recipes/Sea_Ice_Coordinates.ipynb @@ -4,7 +4,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "# Sea ice coordinates" + "# Sea Ice Coordinates & Plotting Examples" ] }, { @@ -13,20 +13,10 @@ "source": [ "This script shows how to load and plot sea ice concentration from sea ice models (CICE5, and SIS2) output, while also indicating how to get around some of the pitfalls and foibles in CICE temporal and spatial gridding.\n", "\n", - "Requirements: The `conda/analysis3` module from `/g/data/hh5/public/modules`. " - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "#Choose which model we are working with\n", - "MODEL='cice5'\n", - "# MODEL='sis2'" + "Requirements: The `conda/analysis3` module from `/g/data/xp65/public/modules`. \n", + "\n", + "- This recipe directly searches the intake catalog for coordinates, and so will require `conda/analysis3-25.02` or later.\n", + "- This recipe was run on a large ARE instance, and may not work if run with fewer resources.\n" ] }, { @@ -38,13 +28,13 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 1, "metadata": { "tags": [] }, "outputs": [], "source": [ - "import cosima_cookbook as cc\n", + "import intake\n", "from dask.distributed import Client\n", "from datetime import timedelta\n", "import cf_xarray as cfxr\n", @@ -59,7 +49,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 2, "metadata": { "tags": [] }, @@ -71,7 +61,7 @@ "
\n", "
\n", "

Client

\n", - "

Client-5fbc968e-6b60-11ee-80a3-00000751fe80

\n", + "

Client-b526e7e8-419c-11f0-b2bc-000003c2fe80

\n", " \n", "\n", " \n", @@ -106,7 +96,7 @@ " \n", "
\n", "

LocalCluster

\n", - "

50bc1efc

\n", + "

a269a625

\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", @@ -143,14 +133,14 @@ "
\n", "
\n", "

Scheduler

\n", - "

Scheduler-67f3cd42-6c5d-4551-9821-1daab7b671a7

\n", + "

Scheduler-34147e78-9818-49cb-bf1a-0792be58e7ca

\n", "
\n", @@ -118,10 +108,10 @@ "
\n", - " Total threads: 28\n", + " Total threads: 7\n", " \n", - " Total memory: 112.00 GiB\n", + " Total memory: 32.00 GiB\n", "
\n", " \n", " \n", " \n", " \n", " \n", @@ -158,7 +148,7 @@ " Dashboard:/proxy/8787/status\n", " \n", " \n", " \n", " \n", @@ -166,7 +156,7 @@ " Started: Just now\n", " \n", " \n", " \n", "
\n", - " Comm: tcp://127.0.0.1:34609\n", + " Comm: tcp://127.0.0.1:46311\n", " \n", - " Workers: 7\n", + " Workers: 0 \n", "
\n", - " Total threads: 28\n", + " Total threads: 0\n", "
\n", - " Total memory: 112.00 GiB\n", + " Total memory: 0 B\n", "
\n", @@ -189,29 +179,29 @@ " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -234,29 +224,29 @@ "
\n", - " Comm: tcp://127.0.0.1:34497\n", + " Comm: tcp://127.0.0.1:39087\n", " \n", - " Total threads: 4\n", + " Total threads: 1\n", "
\n", - " Dashboard: /proxy/43673/status\n", + " Dashboard: /proxy/42941/status\n", " \n", - " Memory: 16.00 GiB\n", + " Memory: 4.57 GiB\n", "
\n", - " Nanny: tcp://127.0.0.1:36635\n", + " Nanny: tcp://127.0.0.1:44185\n", "
\n", - " Local directory: /jobfs/98205487.gadi-pbs/dask-scratch-space/worker-6r3t08wh\n", + " Local directory: /jobfs/142375585.gadi-pbs/dask-scratch-space/worker-c_006lb8\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -279,29 +269,29 @@ "
\n", - " Comm: tcp://127.0.0.1:46043\n", + " Comm: tcp://127.0.0.1:36051\n", " \n", - " Total threads: 4\n", + " Total threads: 1\n", "
\n", - " Dashboard: /proxy/33069/status\n", + " Dashboard: /proxy/35843/status\n", " \n", - " Memory: 16.00 GiB\n", + " Memory: 4.57 GiB\n", "
\n", - " Nanny: tcp://127.0.0.1:34243\n", + " Nanny: tcp://127.0.0.1:41445\n", "
\n", - " Local directory: /jobfs/98205487.gadi-pbs/dask-scratch-space/worker-d42m636r\n", + " Local directory: /jobfs/142375585.gadi-pbs/dask-scratch-space/worker-9n18_k41\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -324,29 +314,29 @@ "
\n", - " Comm: tcp://127.0.0.1:38617\n", + " Comm: tcp://127.0.0.1:33805\n", " \n", - " Total threads: 4\n", + " Total threads: 1\n", "
\n", - " Dashboard: /proxy/46515/status\n", + " Dashboard: /proxy/36935/status\n", " \n", - " Memory: 16.00 GiB\n", + " Memory: 4.57 GiB\n", "
\n", - " Nanny: tcp://127.0.0.1:44115\n", + " Nanny: tcp://127.0.0.1:35159\n", "
\n", - " Local directory: /jobfs/98205487.gadi-pbs/dask-scratch-space/worker-qsg86muz\n", + " Local directory: /jobfs/142375585.gadi-pbs/dask-scratch-space/worker-cqejstgs\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -369,29 +359,29 @@ "
\n", - " Comm: tcp://127.0.0.1:33653\n", + " Comm: tcp://127.0.0.1:41199\n", " \n", - " Total threads: 4\n", + " Total threads: 1\n", "
\n", - " Dashboard: /proxy/36275/status\n", + " Dashboard: /proxy/37075/status\n", " \n", - " Memory: 16.00 GiB\n", + " Memory: 4.57 GiB\n", "
\n", - " Nanny: tcp://127.0.0.1:42325\n", + " Nanny: tcp://127.0.0.1:44687\n", "
\n", - " Local directory: /jobfs/98205487.gadi-pbs/dask-scratch-space/worker-bmavhh68\n", + " Local directory: /jobfs/142375585.gadi-pbs/dask-scratch-space/worker-voya_uch\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -414,29 +404,29 @@ "
\n", - " Comm: tcp://127.0.0.1:35511\n", + " Comm: tcp://127.0.0.1:40215\n", " \n", - " Total threads: 4\n", + " Total threads: 1\n", "
\n", - " Dashboard: /proxy/36113/status\n", + " Dashboard: /proxy/34671/status\n", " \n", - " Memory: 16.00 GiB\n", + " Memory: 4.57 GiB\n", "
\n", - " Nanny: tcp://127.0.0.1:46195\n", + " Nanny: tcp://127.0.0.1:40837\n", "
\n", - " Local directory: /jobfs/98205487.gadi-pbs/dask-scratch-space/worker-y16un6x3\n", + " Local directory: /jobfs/142375585.gadi-pbs/dask-scratch-space/worker-uliyzi5p\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -459,29 +449,29 @@ "
\n", - " Comm: tcp://127.0.0.1:34521\n", + " Comm: tcp://127.0.0.1:37551\n", " \n", - " Total threads: 4\n", + " Total threads: 1\n", "
\n", - " Dashboard: /proxy/42057/status\n", + " Dashboard: /proxy/46461/status\n", " \n", - " Memory: 16.00 GiB\n", + " Memory: 4.57 GiB\n", "
\n", - " Nanny: tcp://127.0.0.1:37443\n", + " Nanny: tcp://127.0.0.1:35617\n", "
\n", - " Local directory: /jobfs/98205487.gadi-pbs/dask-scratch-space/worker-shz_8g77\n", + " Local directory: /jobfs/142375585.gadi-pbs/dask-scratch-space/worker-icr8nl8p\n", "
\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "\n", @@ -508,26 +498,46 @@ "" ], "text/plain": [ - "" + "" ] }, - "execution_count": 3, + "execution_count": 2, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "client = Client(threads_per_worker = 1)\n", + "client = Client(threads_per_worker=1)\n", "client" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Choose a model to use. Note that the `sis2` model is smaller than the `cice5` model, so may be easier to use if you have limited computing power." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "#Choose which model we are working with\n", + "MODEL='cice5'\n", + "# MODEL='sis2'" + ] + }, { "cell_type": "markdown", "metadata": { "tags": [] }, "source": [ - "Start a database session:" + "Open the catalog" ] }, { @@ -538,7 +548,7 @@ }, "outputs": [], "source": [ - "session = cc.database.create_session()" + "catalog = intake.cat.access_nri" ] }, { @@ -547,7 +557,7 @@ "source": [ "The dictionary below specifies experiment, start and ending times for each model we can use (CICE5 with MOM5 or SIS2 with MOM6). This example will work with RYF forcing experiments and sea ice concentration variable, which is called `aice_m` in mom5 and `siconc` in mom6.\n", "\n", - "If you want a different experiment, or a different time period, change the necessary values. A tutorial on how to explore the database for available experiments is available [here](https://github.com/COSIMA/cosima-recipes/blob/master/Tutorials/COSIMA_CookBook_Tutorial.ipynb). Note that we are just loading the last 10 years here.\n", + "If you want a different experiment, or a different time period, change the necessary values. Note that we are just loading the last 10 years here.\n", "\n", "Note also the `decode_coords=False` flag. **This gets around some messy issues with the way xarray decides to load CICE grids**:" ] @@ -564,16 +574,12 @@ " \"cice5\": { #cice5 is part of ACCESS-OM2\n", " \"expt\": \"01deg_jra55v13_ryf9091\",\n", " \"variable\": \"aice_m\",\n", - " \"start_time\": \"1981-02-01\",\n", - " \"end_time\": \"1991-01-01\",\n", " \"decode_coords\": False\n", " },\n", - " \"sis2\": { #sis2 is used for the testing MOM6\n", + " \"sis2\": { #sis2 is used for testing MOM6\n", " \"expt\": \"OM4_025.JRA_RYF\",\n", " \"variable\": \"siconc\",\n", - " \"start_time\": \"1981-01-01\",\n", - " \"end_time\": \"1990-12-31\",\n", - " \"frequency\": \"1 monthly\"\n", + " \"decode_coords\": False\n", " },\n", " #In the future, we will add a CICE6 option (i.e. the future ACCESS-OM3)\n", "}\n", @@ -595,38 +601,247 @@ "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "

01deg_jra55v13_ryf9091 catalog with 34 dataset(s) from 11947 asset(s):

\n", + "\n", + "
\n", - " Comm: tcp://127.0.0.1:34155\n", + " Comm: tcp://127.0.0.1:42569\n", " \n", - " Total threads: 4\n", + " Total threads: 1\n", "
\n", - " Dashboard: /proxy/35385/status\n", + " Dashboard: /proxy/40325/status\n", " \n", - " Memory: 16.00 GiB\n", + " Memory: 4.57 GiB\n", "
\n", - " Nanny: tcp://127.0.0.1:35911\n", + " Nanny: tcp://127.0.0.1:37035\n", "
\n", - " Local directory: /jobfs/98205487.gadi-pbs/dask-scratch-space/worker-_5j2riy4\n", + " Local directory: /jobfs/142375585.gadi-pbs/dask-scratch-space/worker-q4msfv_0\n", "
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variable_units52
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\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "sic = cc.querying.getvar(\n", - " session=session, \n", - " **sic_args[MODEL]\n", - ")" + "cat_subset = catalog[sic_args[MODEL]['expt']]\n", + "cat_subset" ] }, { - "cell_type": "markdown", - "metadata": {}, + "cell_type": "code", + "execution_count": 7, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

01deg_jra55v13_ryf9091 catalog with 1 dataset(s) from 3360 asset(s):

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\n", + "
" + ], + "text/plain": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], "source": [ - "**Another messy thing about CICE is that it thinks that monthly data for, say, January occurs at midnight on Jan 31 -- while xarray interprets this as the first milllisecond of February.** \n", - " \n", - "To get around this, note that we loaded data from February above, and we now subtract 12 hours from the time dimension. This means that, at least data is sitting in the correct month, and really helps to compute monthly climatologies correctly." + "var_search = cat_subset.search(variable=sic_args[MODEL]['variable'], frequency=\"1mon\")\n", + "var_search" ] }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 8, "metadata": { "tags": [] }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.05/lib/python3.11/site-packages/distributed/client.py:3363: UserWarning: Sending large graph of size 12.20 MiB.\n", + "This may cause some slowdown.\n", + "Consider loading the data with Dask directly\n", + " or using futures or delayed objects to embed the data into the graph without repetition.\n", + "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n", + " warnings.warn(\n" + ] + } + ], "source": [ - "if MODEL =='cice5' :\n", - " sic['time'] = sic.time.to_pandas() - timedelta(hours = 12)" + "dset = var_search.to_dask( \n", + " xarray_open_kwargs=dict(\n", + " decode_coords = sic_args[MODEL]['decode_coords'] ,\n", + " chunks = -1 #read each file as a whole\n", + " ) , \n", + " xarray_combine_by_coords_kwargs=dict(\n", + " compat=\"override\",\n", + " data_vars=\"minimal\",\n", + " coords=\"minimal\"\n", + " )\n", + ")" ] }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 9, "metadata": { "tags": [] }, @@ -664,13 +879,14 @@ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n", "}\n", "\n", - "html[theme=dark],\n", - "body[data-theme=dark],\n", + "html[theme=\"dark\"],\n", + "html[data-theme=\"dark\"],\n", + "body[data-theme=\"dark\"],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", " --xr-font-color2: rgba(255, 255, 255, 0.54);\n", " --xr-font-color3: rgba(255, 255, 255, 0.38);\n", - " --xr-border-color: #1F1F1F;\n", + " --xr-border-color: #1f1f1f;\n", " --xr-disabled-color: #515151;\n", " --xr-background-color: #111111;\n", " --xr-background-color-row-even: #111111;\n", @@ -715,7 +931,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -723,7 +939,9 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", + " height: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -735,6 +953,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -756,7 +978,7 @@ "\n", ".xr-section-summary-in + label:before {\n", " display: inline-block;\n", - " content: '►';\n", + " content: \"►\";\n", " font-size: 11px;\n", " width: 15px;\n", " text-align: center;\n", @@ -767,7 +989,7 @@ "}\n", "\n", ".xr-section-summary-in:checked + label:before {\n", - " content: '▼';\n", + " content: \"▼\";\n", "}\n", "\n", ".xr-section-summary-in:checked + label > span {\n", @@ -839,15 +1061,15 @@ "}\n", "\n", ".xr-dim-list:before {\n", - " content: '(';\n", + " content: \"(\";\n", "}\n", "\n", ".xr-dim-list:after {\n", - " content: ')';\n", + " content: \")\";\n", "}\n", "\n", ".xr-dim-list li:not(:last-child):after {\n", - " content: ',';\n", + " content: \",\";\n", " padding-right: 5px;\n", "}\n", "\n", @@ -997,25 +1219,18 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
<xarray.DataArray 'aice_m' (time: 120, nj: 2700, ni: 3600)>\n",
-       "dask.array<rechunk-merge, shape=(120, 2700, 3600), dtype=float32, chunksize=(3, 2700, 3600), chunktype=numpy.ndarray>\n",
+       "
<xarray.DataArray 'aice_m' (time: 3360, nj: 2700, ni: 3600)> Size: 131GB\n",
+       "dask.array<concatenate, shape=(3360, 2700, 3600), dtype=float32, chunksize=(1, 2700, 3600), chunktype=numpy.ndarray>\n",
        "Coordinates:\n",
-       "  * time     (time) object 1981-01-31 12:00:00 ... 1990-12-31 12:00:00\n",
+       "  * time     (time) object 27kB 1900-02-01 00:00:00 ... 2180-01-01 00:00:00\n",
        "Dimensions without coordinates: nj, ni\n",
-       "Attributes: (12/13)\n",
+       "Attributes:\n",
        "    units:          1\n",
        "    long_name:      ice area  (aggregate)\n",
        "    coordinates:    TLON TLAT time\n",
        "    cell_measures:  area: tarea\n",
        "    cell_methods:   time: mean\n",
-       "    time_rep:       averaged\n",
-       "    ...             ...\n",
-       "    contact:        Andy Hogg\n",
-       "    email:          andy.hogg@anu.edu.au\n",
-       "    created:        2020-06-11\n",
-       "    description:    0.1 degree ACCESS-OM2 global model configuration with JRA...\n",
-       "    notes:          Additional daily outputs saved from 1 Jan 1950 to 31 Dec ...\n",
-       "    url:            https://github.com/COSIMA/01deg_jra55_ryf/tree/01deg_jra5...
" + " 2179-04-01 00:00:00, 2179-05-01 00:00:00, 2179-06-01 00:00:00,\n", + " 2179-07-01 00:00:00, 2179-08-01 00:00:00, 2179-09-01 00:00:00,\n", + " 2179-10-01 00:00:00, 2179-11-01 00:00:00, 2179-12-01 00:00:00,\n", + " 2180-01-01 00:00:00],\n", + " dtype='object', length=3360, calendar='noleap', freq='MS'))
  • units :
    1
    long_name :
    ice area (aggregate)
    coordinates :
    TLON TLAT time
    cell_measures :
    area: tarea
    cell_methods :
    time: mean
    time_rep :
    averaged
  • " ], "text/plain": [ - "\n", - "dask.array\n", + " Size: 131GB\n", + "dask.array\n", "Coordinates:\n", - " * time (time) object 1981-01-31 12:00:00 ... 1990-12-31 12:00:00\n", + " * time (time) object 27kB 1900-02-01 00:00:00 ... 2180-01-01 00:00:00\n", "Dimensions without coordinates: nj, ni\n", - "Attributes: (12/13)\n", + "Attributes:\n", " units: 1\n", " long_name: ice area (aggregate)\n", " coordinates: TLON TLAT time\n", " cell_measures: area: tarea\n", " cell_methods: time: mean\n", - " time_rep: averaged\n", - " ... ...\n", - " contact: Andy Hogg\n", - " email: andy.hogg@anu.edu.au\n", - " created: 2020-06-11\n", - " description: 0.1 degree ACCESS-OM2 global model configuration with JRA...\n", - " notes: Additional daily outputs saved from 1 Jan 1950 to 31 Dec ...\n", - " url: https://github.com/COSIMA/01deg_jra55_ryf/tree/01deg_jra5..." + " time_rep: averaged" ] }, - "execution_count": 8, + "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "sic = sic.chunk([3, 'auto', 'auto'])\n", + "darray = dset[sic_args[MODEL]['variable']]\n", + "sic = darray\n", "sic" ] }, @@ -1296,12 +1391,33 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Note that `aice_m` is the monthly average of fractional ice area in each grid cell aka the concentration. **To find the actual area of the ice we need to know the area of each cell. Unfortunately, CICE doesn't save this for us ... but the ocean model does.** So, let's load `area_t` from the ocean model, and rename the coordinates in our ice variable to match the ocean model. Then we can multiply the ice concentration with the cell area to get a total ice area." + "**Another messy thing about CICE5 is that it thinks that monthly data for, say, January occurs at midnight on Jan 31 -- while xarray interprets this as the first milllisecond of February.** \n", + " \n", + "To get around this, note that we loaded data from February above, and we now subtract 12 hours from the time dimension. This means that, at least data is sitting in the correct month, and really helps to compute monthly climatologies correctly." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 10, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "if MODEL =='cice5' :\n", + " sic['time'] = sic.time.to_pandas() - timedelta(hours = 12)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We increase the chunk size in time to speed up reading of data, and choose ten years of interest" + ] + }, + { + "cell_type": "code", + "execution_count": 11, "metadata": { "tags": [] }, @@ -1339,13 +1455,14 @@ " --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n", "}\n", "\n", - "html[theme=dark],\n", - "body[data-theme=dark],\n", + "html[theme=\"dark\"],\n", + "html[data-theme=\"dark\"],\n", + "body[data-theme=\"dark\"],\n", "body.vscode-dark {\n", " --xr-font-color0: rgba(255, 255, 255, 1);\n", " --xr-font-color2: rgba(255, 255, 255, 0.54);\n", " --xr-font-color3: rgba(255, 255, 255, 0.38);\n", - " --xr-border-color: #1F1F1F;\n", + " --xr-border-color: #1f1f1f;\n", " --xr-disabled-color: #515151;\n", " --xr-background-color: #111111;\n", " --xr-background-color-row-even: #111111;\n", @@ -1390,7 +1507,7 @@ ".xr-sections {\n", " padding-left: 0 !important;\n", " display: grid;\n", - " grid-template-columns: 150px auto auto 1fr 20px 20px;\n", + " grid-template-columns: 150px auto auto 1fr 0 20px 0 20px;\n", "}\n", "\n", ".xr-section-item {\n", @@ -1398,7 +1515,9 @@ "}\n", "\n", ".xr-section-item input {\n", - " display: none;\n", + " display: inline-block;\n", + " opacity: 0;\n", + " height: 0;\n", "}\n", "\n", ".xr-section-item input + label {\n", @@ -1410,6 +1529,10 @@ " color: var(--xr-font-color2);\n", "}\n", "\n", + ".xr-section-item input:focus + label {\n", + " border: 2px solid var(--xr-font-color0);\n", + "}\n", + "\n", ".xr-section-item input:enabled + label:hover {\n", " color: var(--xr-font-color0);\n", "}\n", @@ -1431,7 +1554,7 @@ "\n", ".xr-section-summary-in + label:before {\n", " display: inline-block;\n", - " content: '►';\n", + " content: \"►\";\n", " font-size: 11px;\n", " width: 15px;\n", " text-align: center;\n", @@ -1442,7 +1565,7 @@ "}\n", "\n", ".xr-section-summary-in:checked + label:before {\n", - " content: '▼';\n", + " content: \"▼\";\n", "}\n", "\n", ".xr-section-summary-in:checked + label > span {\n", @@ -1514,15 +1637,15 @@ "}\n", "\n", ".xr-dim-list:before {\n", - " content: '(';\n", + " content: \"(\";\n", "}\n", "\n", ".xr-dim-list:after {\n", - " content: ')';\n", + " content: \")\";\n", "}\n", "\n", ".xr-dim-list li:not(:last-child):after {\n", - " content: ',';\n", + " content: \",\";\n", " padding-right: 5px;\n", "}\n", "\n", @@ -1672,169 +1795,261 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.DataArray 'area_t' (yt_ocean: 2700, xt_ocean: 3600)>\n",
    -       "array([[nan, nan, nan, ..., nan, nan, nan],\n",
    -       "       [nan, nan, nan, ..., nan, nan, nan],\n",
    -       "       [nan, nan, nan, ..., nan, nan, nan],\n",
    -       "       ...,\n",
    -       "       [nan, nan, nan, ..., nan, nan, nan],\n",
    -       "       [nan, nan, nan, ..., nan, nan, nan],\n",
    -       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)\n",
    -       "Coordinates:\n",
    -       "  * xt_ocean  (xt_ocean) float64 -279.9 -279.8 -279.7 ... 79.75 79.85 79.95\n",
    -       "  * yt_ocean  (yt_ocean) float64 -81.11 -81.07 -81.02 ... 89.89 89.94 89.98\n",
    -       "    geolon_t  (yt_ocean, xt_ocean) float32 nan nan nan nan ... nan nan nan nan\n",
    -       "    geolat_t  (yt_ocean, xt_ocean) float32 nan nan nan nan ... nan nan nan nan\n",
    -       "Attributes:\n",
    -       "    long_name:     tracer cell area\n",
    -       "    units:         m^2\n",
    -       "    valid_range:   [0.e+00 1.e+15]\n",
    -       "    cell_methods:  time: point\n",
    -       "    ncfiles:       ['/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf909...\n",
    -       "    contact:       Andy Hogg\n",
    -       "    email:         andy.hogg@anu.edu.au\n",
    -       "    created:       2020-06-11\n",
    -       "    description:   0.1 degree ACCESS-OM2 global model configuration with JRA5...\n",
    -       "    notes:         Additional daily outputs saved from 1 Jan 1950 to 31 Dec 1...\n",
    -       "    url:           https://github.com/COSIMA/01deg_jra55_ryf/tree/01deg_jra55...
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    +       "dask.array<getitem, shape=(120, 2700, 3600), dtype=float32, chunksize=(11, 2700, 3600), chunktype=numpy.ndarray>\n",
            "Coordinates:\n",
    -       "  * xt_ocean  (xt_ocean) float64 -279.9 -279.8 -279.7 ... 79.75 79.85 79.95\n",
    -       "  * yt_ocean  (yt_ocean) float64 -81.11 -81.07 -81.02 ... 89.89 89.94 89.98\n",
    -       "    geolon_t  (yt_ocean, xt_ocean) float32 nan nan nan nan ... nan nan nan nan\n",
    -       "    geolat_t  (yt_ocean, xt_ocean) float32 nan nan nan nan ... nan nan nan nan\n",
    +       "  * time     (time) object 960B 1981-01-31 12:00:00 ... 1990-12-31 12:00:00\n",
    +       "Dimensions without coordinates: nj, ni\n",
            "Attributes:\n",
    -       "    long_name:     tracer cell area\n",
    -       "    units:         m^2\n",
    -       "    valid_range:   [0.e+00 1.e+15]\n",
    -       "    cell_methods:  time: point\n",
    -       "    ncfiles:       ['/g/data/ik11/outputs/access-om2-01/01deg_jra55v13_ryf909...\n",
    -       "    contact:       Andy Hogg\n",
    -       "    email:         andy.hogg@anu.edu.au\n",
    -       "    created:       2020-06-11\n",
    -       "    description:   0.1 degree ACCESS-OM2 global model configuration with JRA5...\n",
    -       "    notes:         Additional daily outputs saved from 1 Jan 1950 to 31 Dec 1...\n",
    -       "    url:           https://github.com/COSIMA/01deg_jra55_ryf/tree/01deg_jra55..."
    -      ]
    -     },
    -     "execution_count": 9,
    -     "metadata": {},
    -     "output_type": "execute_result"
    -    }
    -   ],
    -   "source": [
    -    "area = cc.querying.getvar(sic_args[MODEL]['expt'], area_variable[MODEL], session, n = 1).load()\n",
    -    "\n",
    -    "if MODEL==\"sis2\":\n",
    -    "    area=area.rename({'xh': 'xT', 'yh': 'yT'})\n",
    -    "\n",
    -    "area"
    -   ]
    -  },
    -  {
    -   "cell_type": "markdown",
    -   "metadata": {},
    -   "source": [
    -    "Our CICE data is missing x&y coordinate values, so we can also get them from area_t"
    -   ]
    -  },
    -  {
    -   "cell_type": "markdown",
    -   "metadata": {},
    -   "source": [
    -    "So that our new coordinates are recognised as cf standard, we also need to copy the attributes. This notebook is designed to use `cf-xarray`. This means the rest of the notebook is [Model Agnostic](https://cosima-recipes.readthedocs.io/en/latest/Tutorials/Model_Agnostic_Analysis.html)."
    -   ]
    -  },
    -  {
    -   "cell_type": "code",
    -   "execution_count": 10,
    -   "metadata": {
    -    "tags": []
    -   },
    -   "outputs": [],
    -   "source": [
    -    "if MODEL =='cice5' :\n",
    -    "    sic.coords['ni'] = area['xt_ocean'].values\n",
    -    "    sic.coords['nj'] = area['yt_ocean'].values\n",
    -    "\n",
    -    "    sic.ni.attrs = area.xt_ocean.attrs\n",
    -    "    sic.nj.attrs = area.yt_ocean.attrs\n",
    -    "    \n",
    -    "    sic = sic.rename(({'ni': 'xt_ocean', 'nj': 'yt_ocean'}))"
    -   ]
    -  },
    -  {
    -   "cell_type": "code",
    -   "execution_count": 11,
    -   "metadata": {
    -    "tags": []
    -   },
    -   "outputs": [
    -    {
    -     "data": {
    -      "text/plain": [
    -       "Coordinates:\n",
    -       "             CF Axes: * X: ['xt_ocean']\n",
    -       "                      * Y: ['yt_ocean']\n",
    -       "                        Z, T: n/a\n",
    +       "    units:          1\n",
    +       "    long_name:      ice area  (aggregate)\n",
    +       "    coordinates:    TLON TLAT time\n",
    +       "    cell_measures:  area: tarea\n",
    +       "    cell_methods:   time: mean\n",
    +       "    time_rep:       averaged
    " + ], + "text/plain": [ + " Size: 5GB\n", + "dask.array\n", + "Coordinates:\n", + " * time (time) object 960B 1981-01-31 12:00:00 ... 1990-12-31 12:00:00\n", + "Dimensions without coordinates: nj, ni\n", + "Attributes:\n", + " units: 1\n", + " long_name: ice area (aggregate)\n", + " coordinates: TLON TLAT time\n", + " cell_measures: area: tarea\n", + " cell_methods: time: mean\n", + " time_rep: averaged" ] }, "execution_count": 11, @@ -1843,39 +2058,16 @@ } ], "source": [ - "sic.cf" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Now that we have axes with cf compliant coordinates, we can select using `latitude` keywords." - ] - }, - { - "cell_type": "markdown", - "metadata": { - "execution": { - "iopub.execute_input": "2023-10-02T04:31:53.852863Z", - "iopub.status.busy": "2023-10-02T04:31:53.851848Z", - "iopub.status.idle": "2023-10-02T04:31:53.862609Z", - "shell.execute_reply": "2023-10-02T04:31:53.861317Z", - "shell.execute_reply.started": "2023-10-02T04:31:53.852807Z" - } - }, - "source": [ - "# Sea Ice Area" + "sic = sic.chunk({\"time\":11})\n", + "sic = sic.sel(time=slice(\"1981\",\"1990\"))\n", + "sic" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Let's look at a timeseries of SH sea ice area. Area is defined (per convention) as the sum of sea ice concentration multiply by the area of each grid cell (and masked for sea ice concentration above 15%)\n", - "\n", - "By convention, sea-ice area for a region or basin is the sum of the area's where concentration is greater than 15%. \n", - "We also need to drop geolon and geolat so we have unique longitude and latitude to reference" + "Note that `aice_m` is the monthly average of fractional ice area in each grid cell aka the concentration. **To find the actual area of the ice we need to know the area of each cell. Unfortunately, CICE5 doesn't save this for us ... but the ocean model does.** So, let's load `area_t` from the ocean model, and rename the coordinates in our ice variable to match the ocean model. Then we can multiply the ice concentration with the cell area to get a total ice area." ] }, { @@ -1884,233 +2076,2575 @@ "metadata": { "tags": [] }, - "outputs": [], - "source": [ - "sic = sic.where(sic >= 0.15)\n", - "\n", - "si_area = sic * area\n", - "\n", - "if MODEL=='cice5':\n", - " si_area = si_area.drop({'geolon_t', 'geolat_t'})" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": { - "tags": [] - }, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.05/lib/python3.11/site-packages/intake_esm/source.py:280: ConcatenationWarning: Attempting to concatenate datasets without valid dimension coordinates: retaining only first dataset. Request valid dimension coordinate to silence this warning.\n", + " warnings.warn(\n" + ] + }, { "data": { - "text/plain": [ - "Coordinates:\n", - " CF Axes: * X: ['xt_ocean']\n", - " * Y: ['yt_ocean']\n", - " Z, T: n/a\n", + "text/html": [ + "
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    +       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)\n",
    +       "Coordinates:\n",
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    +       "    geolat_t  (yt_ocean, xt_ocean) float32 39MB nan nan nan nan ... nan nan nan\n",
    +       "Attributes:\n",
    +       "    long_name:     tracer cell area\n",
    +       "    units:         m^2\n",
    +       "    valid_range:   [0.e+00 1.e+15]\n",
    +       "    cell_methods:  time: point
    " + ], + "text/plain": [ + " Size: 39MB\n", + "array([[nan, nan, nan, ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " ...,\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)\n", + "Coordinates:\n", + " * xt_ocean (xt_ocean) float64 29kB -279.9 -279.8 -279.7 ... 79.75 79.85 79.95\n", + " * yt_ocean (yt_ocean) float64 22kB -81.11 -81.07 -81.02 ... 89.89 89.94 89.98\n", + " geolon_t (yt_ocean, xt_ocean) float32 39MB nan nan nan nan ... nan nan nan\n", + " geolat_t (yt_ocean, xt_ocean) float32 39MB nan nan nan nan ... nan nan nan\n", + "Attributes:\n", + " long_name: tracer cell area\n", + " units: m^2\n", + " valid_range: [0.e+00 1.e+15]\n", + " cell_methods: time: point" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "var_search = cat_subset.search(variable=area_variable[MODEL])\n", + "\n", + "dset = var_search.to_dask()\n", + "area = dset[area_variable[MODEL]].load()\n", + "area" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Our CICE data is missing x&y coordinate values, so we can also get them from area_t" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "So that our new coordinates are recognised as cf standard, we also need to copy the attributes. This notebook is designed to use `cf-xarray`. This means the rest of the notebook is [Model Agnostic](https://cosima-recipes.readthedocs.io/en/latest/Tutorials/Model_Agnostic_Analysis.html)." + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "if MODEL =='cice5' :\n", + " sic.coords['ni'] = area['xt_ocean'].values\n", + " sic.coords['nj'] = area['yt_ocean'].values\n", + "\n", + " sic.ni.attrs = area.xt_ocean.attrs\n", + " sic.nj.attrs = area.yt_ocean.attrs\n", + " \n", + " sic = sic.rename(({'ni': 'xt_ocean', 'nj': 'yt_ocean'}))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    +       "dask.array<getitem, shape=(120, 2700, 3600), dtype=float32, chunksize=(11, 2700, 3600), chunktype=numpy.ndarray>\n",
    +       "Coordinates:\n",
    +       "  * time      (time) object 960B 1981-01-31 12:00:00 ... 1990-12-31 12:00:00\n",
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    +       "    long_name:      ice area  (aggregate)\n",
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    +       "    cell_measures:  area: tarea\n",
    +       "    cell_methods:   time: mean\n",
    +       "    time_rep:       averaged
    " + ], + "text/plain": [ + " Size: 5GB\n", + "dask.array\n", + "Coordinates:\n", + " * time (time) object 960B 1981-01-31 12:00:00 ... 1990-12-31 12:00:00\n", + " * xt_ocean (xt_ocean) float64 29kB -279.9 -279.8 -279.7 ... 79.75 79.85 79.95\n", + " * yt_ocean (yt_ocean) float64 22kB -81.11 -81.07 -81.02 ... 89.89 89.94 89.98\n", + "Attributes:\n", + " units: 1\n", + " long_name: ice area (aggregate)\n", + " coordinates: TLON TLAT time\n", + " cell_measures: area: tarea\n", + " cell_methods: time: mean\n", + " time_rep: averaged" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sic" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Note\n", + "\n", + "Using the '1d' coordinates of `xt_ocean` and `yt_ocean` isn't strictly speaking correct due to the tripolar grid. However, because we will sum over the whole of each hemisphere, it doesn't matter in practice.\n", + "\n", + "The real longitude and latitudes are the 2 dimensional `geolon_t` and `geolat_t`, respectively." + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Coordinates:\n", + " CF Axes: * X: ['xt_ocean']\n", + " * Y: ['yt_ocean']\n", + " Z, T: n/a\n", + "\n", + " CF Coordinates: * longitude: ['xt_ocean']\n", + " * latitude: ['yt_ocean']\n", + " vertical, time: n/a\n", + "\n", + " Cell Measures: area, volume: n/a\n", + "\n", + " Standard Names: n/a\n", + "\n", + " Bounds: n/a\n", + "\n", + " Grid Mappings: n/a" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sic.cf" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now that we have axes with cf compliant coordinates, we can select using `latitude` keywords." + ] + }, + { + "cell_type": "markdown", + "metadata": { + "execution": { + "iopub.execute_input": "2023-10-02T04:31:53.852863Z", + "iopub.status.busy": "2023-10-02T04:31:53.851848Z", + "iopub.status.idle": "2023-10-02T04:31:53.862609Z", + "shell.execute_reply": "2023-10-02T04:31:53.861317Z", + "shell.execute_reply.started": "2023-10-02T04:31:53.852807Z" + } + }, + "source": [ + "# Sea Ice Area" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Let's look at a timeseries of SH sea ice area. Area is defined (per convention) as the sum of sea ice concentration multiply by the area of each grid cell (and masked for sea ice concentration above 15%)\n", + "\n", + "By convention, sea-ice area for a region or basin is the sum of the area's where concentration is greater than 15%. \n", + "We also need to drop geolon and geolat so we have unique longitude and latitude to reference" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Coordinates:\n", + " CF Axes: * X: ['xt_ocean']\n", + " * Y: ['yt_ocean']\n", + " Z, T: n/a\n", + "\n", + " CF Coordinates: * longitude: ['xt_ocean']\n", + " * latitude: ['yt_ocean']\n", + " vertical, time: n/a\n", + "\n", + " Cell Measures: area, volume: n/a\n", + "\n", + " Standard Names: n/a\n", + "\n", + " Bounds: n/a\n", + "\n", + " Grid Mappings: n/a" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sic = sic.where(sic >= 0.15)\n", + "\n", + "si_area = sic * area\n", + "\n", + "if MODEL=='cice5':\n", + " si_area = si_area.drop_vars({'geolon_t', 'geolat_t'})\n", + "\n", + "si_area.cf" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
    \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
    <xarray.DataArray (time: 120)> Size: 480B\n",
    +       "dask.array<sum-aggregate, shape=(120,), dtype=float32, chunksize=(11,), chunktype=numpy.ndarray>\n",
    +       "Coordinates:\n",
    +       "  * time     (time) object 960B 1981-01-31 12:00:00 ... 1990-12-31 12:00:00
    " + ], + "text/plain": [ + " Size: 480B\n", + "dask.array\n", + "Coordinates:\n", + " * time (time) object 960B 1981-01-31 12:00:00 ... 1990-12-31 12:00:00" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "SH_area = si_area.cf.sel(latitude=slice(-90, -45)).cf.sum(['latitude', 'longitude'])\n", + "NH_area = si_area.cf.sel(latitude=slice(45, 90)).cf.sum(['latitude', 'longitude'])\n", + "\n", + "SH_area" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As we are using a repeat year forcing experiemnt, the sea ice cycle is very regular:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.05/lib/python3.11/site-packages/distributed/client.py:3363: UserWarning: Sending large graph of size 42.94 MiB.\n", + "This may cause some slowdown.\n", + "Consider loading the data with Dask directly\n", + " or using futures or delayed objects to embed the data into the graph without repetition.\n", + "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "SH_area.plot(label = 'Antarctic')\n", + "NH_area.plot(label = 'Arctic')\n", + "\n", + "plt.legend(loc='lower right')\n", + "plt.ylabel('Sea Ice Area (m$^{2}$)');" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "And the seasonal cycle of sea-ice area:" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": { + "scrolled": true, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.05/lib/python3.11/site-packages/distributed/client.py:3363: UserWarning: Sending large graph of size 42.94 MiB.\n", + "This may cause some slowdown.\n", + "Consider loading the data with Dask directly\n", + " or using futures or delayed objects to embed the data into the graph without repetition.\n", + "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n", + " warnings.warn(\n", + "/g/data/xp65/public/apps/med_conda/envs/analysis3-25.05/lib/python3.11/site-packages/distributed/client.py:3363: UserWarning: Sending large graph of size 42.94 MiB.\n", + "This may cause some slowdown.\n", + "Consider loading the data with Dask directly\n", + " or using futures or delayed objects to embed the data into the graph without repetition.\n", + "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Sea Ice Area (m$^{2}$)')" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "SH_area.groupby('time.month').mean('time').plot(label='Antarctic')\n", + "NH_area.groupby('time.month').mean('time').plot(label='Arctic')\n", + "\n", + "plt.legend()\n", + "plt.ylabel('Sea Ice Area (m$^{2}$)')" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Making Maps" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "If we just plot a selected month now, you see that everything North of 65N is skewed. " + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", 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    " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ax = plt.subplot(projection = ccrs.PlateCarree())\n", + "\n", + "sic.sel(time='1985-08').plot(cmap = cmo.ice)\n", + "ax.coastlines()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Most of our work is in the Southern Ocean, so maybe we don't care. But if you are interested in the Arctic, then we need to account for the tri-polar ocean grid that out models use. The easiest way out of that is using contourf, and the passing the x and y coordinates.\n", + "\n", + "See [Making Maps with Cartopy](https://cosima-recipes.readthedocs.io/en/latest/Tutorials/Making_Maps_with_Cartopy.html) tutorial for more help with plotting!" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We need the geolon and geolat fields from the model for the actual (two-pole) coordinates, instead of the model (three-pole) coordinates." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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    <xarray.DataArray 'area_t' (yt_ocean: 2700, xt_ocean: 3600)> Size: 39MB\n",
    +       "array([[nan, nan, nan, ..., nan, nan, nan],\n",
    +       "       [nan, nan, nan, ..., nan, nan, nan],\n",
    +       "       [nan, nan, nan, ..., nan, nan, nan],\n",
    +       "       ...,\n",
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    +       "       [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)\n",
    +       "Coordinates:\n",
    +       "  * xt_ocean  (xt_ocean) float64 29kB -279.9 -279.8 -279.7 ... 79.75 79.85 79.95\n",
    +       "  * yt_ocean  (yt_ocean) float64 22kB -81.11 -81.07 -81.02 ... 89.89 89.94 89.98\n",
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    +       "    geolat_t  (yt_ocean, xt_ocean) float32 39MB nan nan nan nan ... nan nan nan\n",
    +       "Attributes:\n",
    +       "    long_name:     tracer cell area\n",
    +       "    units:         m^2\n",
    +       "    valid_range:   [0.e+00 1.e+15]\n",
    +       "    cell_methods:  time: point
    " + ], + "text/plain": [ + " Size: 39MB\n", + "array([[nan, nan, nan, ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " ...,\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan],\n", + " [nan, nan, nan, ..., nan, nan, nan]], dtype=float32)\n", + "Coordinates:\n", + " * xt_ocean (xt_ocean) float64 29kB -279.9 -279.8 -279.7 ... 79.75 79.85 79.95\n", + " * yt_ocean (yt_ocean) float64 22kB -81.11 -81.07 -81.02 ... 89.89 89.94 89.98\n", + " geolon_t (yt_ocean, xt_ocean) float32 39MB nan nan nan nan ... nan nan nan\n", + " geolat_t (yt_ocean, xt_ocean) float32 39MB nan nan nan nan ... nan nan nan\n", + "Attributes:\n", + " long_name: tracer cell area\n", + " units: m^2\n", + " valid_range: [0.e+00 1.e+15]\n", + " cell_methods: time: point" ] }, - "execution_count": 13, + "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ - "si_area.cf" + "area" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 22, "metadata": { "tags": [] }, "outputs": [], "source": [ - "SH_area = si_area.cf.sel(latitude=slice(-90, -45)).cf.sum(['latitude', 'longitude'])\n", - "NH_area = si_area.cf.sel(latitude=slice(45, 90)).cf.sum(['latitude', 'longitude'])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "As we are using a repeat year forcing experiemnt, the sea ice cycle is very regular:" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "SH_area.plot(label = 'Antarctic')\n", - "NH_area.plot(label = 'Arctic')\n", - "\n", - "plt.legend(loc='lower right')\n", - "plt.ylabel('Sea Ice Area (km$^{2}$)');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "And the seasonal cycle of sea-ice area:" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": { - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "SH_area.groupby('time.month').mean('time').plot(label='Antarctic')\n", - "NH_area.groupby('time.month').mean('time').plot(label='Arctic')\n", - "\n", - "plt.legend()\n", - "plt.ylabel('Sea Ice Area (km$^{2}$)');" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# Making Maps" + "sic=sic.assign_coords({\n", + " 'geolat': area.geolat_t,\n", + " 'geolon': area.geolon_t\n", + "})" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If we just plot a selected month now, you see that everything North of 65N is skewed. " + "Use contourf, and the geolon and geolat fields" ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 23, "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": 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M6NGj0ev1Yh07X331Fd988w2TJ0+madOmJCcn88MPP9C2bVv+/vtvatasCUCxYsWyCM0+ffpQv359PvjgA4YMGYJSqUQQhCye6w+b2B9eivgvD3+W23E9/L2ATYg93E/79u05fvw4KSkpHD58mOnTpxMXF8eGDRsKbO4vKKdOnaJv3740aNCAqVOnZvn8v+dmJ7fX8FF1/1temMeSeH6RgvzkD0n4P6f8VyNRq9WPLM/IyAAgJiYGgLp162bb7+OEh1qtpkaNGrka48NaV0H57LPPSE1N5csvv+Szzz4DbBOdN954g0WLFlG8eHEALl26xGeffcaMGTMYP3682L5jx45UrlyZsWPHPnKCo1Kp6NevHx988AGhoaEEBQWxfPnyLGu/dlOgp6dnJu3eTnx8PPDg+8jLuP67hr506VKGDBkivnd3d6dOnToAtGzZkrJly9K/f382bdpEjx49HnEVny6nT58WLUjbtm3Ldpnmv7i7uyOTyXJ1De1WhLi4OHx9fbPUzU5Lf1bHknh+ECjgPn9eTukvCf8XDC8vLwDWrl2byekptzwLsz/YNO1Zs2YxZcoUwsLC8PLyolixYrRv357SpUsTEBAAwNmzZxEEIcvkRqVSUb169Szb77LD/qCwT4S6du2ao7WjatWqnDt3Lku5vSw4ODjP4/rvsR53ve3OdVevXn1kvafJ6dOnadOmDYGBgfz9999ZHBtzQqfTUa5cuRyvoU6no0yZMoDtWtvLK1euLNYzm81cvnw501LIsz6WhERRRxL+hYBdQ0pPT3/qx2rfvj1KpZLr16/Tq1evPLd/Fmb/h3FychIfzKdOnWL37t18++23mcYHNm/t5s2bi+UGg4FTp06Jk4ScMJlMrF69Gi8vL3Ed3tPTM8vatZ0ePXrwzjvvcPToUerXrw/YBMSvv/5K/fr1xfHkZVx2rT632C0GefEbeJKcOXOGNm3aEBAQwM6dO3F3d89T+x49ejBnzhwiIiIoUaIEACkpKaxfv55u3bqJSyz169enWLFiLFu2jH79+ont165dS2pqaq723xfmsSSeDySzf/6QhH8hYBdmc+fOZfDgwahUKjGK25OmVKlSTJkyhY8//pgbN27QoUMH3N3diYmJ4dixYzg6OvL555/n2F6tVudZOD2KEydOiM5TycnJCILA2rVrAdvShN06sXfvXo4fP061atUQBIFjx44xffp0OnTowLvvviv216RJE+rWrcvkyZPR6/U0a9aMpKQkvv/+e8LCwlixYoVYd+zYsZhMJho3boyfnx8RERF8//33nDlzhqVLl+Zq2eLNN99k3rx59OnTh2nTpuHj48P8+fO5cuUKu3btyte4cuKnn37iwIEDtGvXjhIlSpCWlsaBAwf4/vvvadSoUZZAP/braPdgP3HiBE5OTgD07t37kcfS6/Vs27YNsE1YAPbt20dsbCyOjo507NgRgCtXrtCmTRvA5tMQGhpKaGio2E/ZsmUzBW9SKpU0b948UwTE8ePHs2LFCjp37syUKVPQaDRMmzaNjIwMJk+eLNZTKBTMmDGDQYMG8fbbbzNgwABCQ0OZMGECbdu2pUOHDpnOoTCPJfH8UlCP/ZfV218K8lNIfPjhh4K/v78gl8szBVRp3rx5psA3OQWm2bNnjwAIf/zxR6bypUuXCoBw/PjxTOUbN24UWrZsKbi4uAgajUYIDAwUevfuLezateupnF9ODB48WACyfT0clObQoUNC/fr1xfEGBwcL33zzTbYBZhITE4WPP/5YCAoKEhwcHAQfHx+hRYsWWQKzLF68WKhXr57g4eEhKJVKwd3dXWjfvr2wY8eOPJ1DdHS08PrrrwseHh6CVqsVGjRoIOzcuTPf48qJQ4cOCV26dBH8/f0FtVotODg4CNWrVxe++OILIS0tLUv9nK5rbn7W9vssu1dgYKBYz35/5eY7tI8pu0BO165dE7p37y64uLgIDg4OQuvWrYWTJ09mO7bffvtNqFatmqBWqwU/Pz9h1KhRQkpKSrbnX1jHknj+sAf5+XTnYeGrkHP5fn268/BLGeRHJggv67RHQkJCQqKokpycjKurKx//fRito1O++8lIS+Wrdg1JSkrCxcUl1+3mz5/PzJkziYqKokqVKsyZM4emTZvmWH/lypXMmDGD0NBQXF1d6dChA998802OS45PGynIj4SEhIREkUUQCv7KK6tXr2b06NF8/PHHnD59mqZNm9KxY0fCw8OzrX/w4EFef/11hg4dyoULF/jjjz84fvx4rmKNPC0k4S8hISEhIZEHZs2axdChQxk2bBhBQUHMmTOHEiVKsGDBgmzrHzlyhFKlSjFq1ChKly5NkyZNePvttzlx4kQhj/wBkvCXkJCQkCiyWAWhwC+wLSM8/DIYDNkez2g0cvLkSdq1a5epvF27djmm727UqBG3b99m27ZtCIJATEwMa9euzRK0rTCRhL+EhISERNGloCb/+2b/EiVK4OrqKr6yi2AJtlDrFoslS3AoX19foqOjs23TqFEjVq5cSb9+/VCr1fj5+eHm5sb333//JK9EnpC2+klISEhIFFke1t7z2x4gIiIik8Pf4yJY/jcEtCAIOYaFvnjxIqNGjeKzzz6jffv2REVF8f777zNixAgWL16c77EXBEn4S0hISEi89Li4uOTK29/LywuFQpFFy797924Wa4CdqVOn0rhxYzG9e7Vq1XB0dKRp06Z8+eWXFCtWrOAnkEdyLfwzMjLE1KsSEhISEhI5cScljVKe7mi12qd+rPx67D/cPi+o1Wpq167Nzp07M+Xa2LlzZ5ZAXHb0en2mZGHwIDfKs9ptnyvhn5GRQbGSJUm8d+9pj0dCQkJC4gXAz8+PsLCwpz4BEJ5BhL+xY8cyaNAg6tSpQ8OGDVm4cCHh4eGMGDECgA8//JDIyEh++eUXwJY/ZPjw4SxYsEA0+48ePZp69eqJocELm1wJf6PRSOK9e3y/9xBynQ6VXI7BYsVgtmKx2tY5lHLZ/bUXMJgspBksqFVyVHIZMpkM+f2lkIfjKAuCgEUQkCFDQMDy0IcWWzp0ZDKwWAX0GbaUqxHhaSTHZmAxWtG5qfH01RG25hyCvw9KNzVN2xentIcDjiolcpmMDoG2bHB778TgoFRSz8eTLWERdCldgo7/20y1ziVoWt6TiKR0ynk64ahSoZTL0ZvN4jklphvoVqYkv16+Tjl3V9RKBcr7azsZZtu4jFYLTfx8xPH/ExmN8v5JNyuWvSkoP/wdHkm7ksX5Nz7Rdj15sOZltlhJzDCw9mAEi15rkKXtxuvhaJUKUowm0s0W9EYLCWkmdny4mL37ZjFs5RFeb1Wa7eej0GoUTGpWVWy74MxVSrs70iGwOFvCIkg2mvB11GEVBNqW8Gf37SgcVSoa+HrlOPa9d2Iwms20K2n7Ttq0nYzKyQtkcpApwN0DXB1QeWhw9dMhV8jQOapwclSg09lS76qUcpQKGSqlzVdVIZehVshRKx/4rtrX3swWKyaLIN5biakmvFw0uDmocFYrsAq29nJkWBFQ30/0Y7+PLYJVvF/lMjDff2O5/7Cwin8f1LEKD/7a/7e/t9cV7vdvP47ZYkV+/36ylz3cRimXIZPZNBSrYDsX+2fpRgtpGWYsFgGFQobJLJCaaibqRgoWoxWr2YolzQIWKzKdEq27GmSQHp2BTCHDmm5CFh0LFgsolVhT4jClJ2C1ZBAREYKDzhbHPy4hnMjb/z7y3nyRCCxVG0GwolE7o1ZpkctVOOg8USjUqNSOgAy5XInWLRCZkzuCkyMydwfkKjlKBwU6NxU6RyU6RxUWk5W0VBMpdzMwp1uxxOlBIUPmoEamkmNNMeJR2Q2VRoFaI8fZWYVOp6C4hw6lQiY+R6wPff/2e8B+LwnY/tqftwBGi1V87sqwPYNVCrl4jwn/uX9TM8y4OqhQK+UPHVNALpOJf81WAbXiwbq2RinHSaVEfV+LtT8P01NTGdGsIUajsVC0/8KmX79+xMXFMWXKFKKioggODmbbtm1iuPKoqKhMe/6HDBlCSkoKP/zwA+PGjcPNzY1WrVoxffr0Z3UK5CrCnz2S0sLjZ3B3cxMfeoIgYLYK6M0W8X/7TWm2PpiNKeSy+w8wmVhmf5DabzyLVRAfeIIgoJDLUMhlZJis4rEsVtCp5eLD0Wi2km60cjtKT2BxRyY3rcqI9ceoXcEdV40KpVyGUm67keUyGQq5HIvVipeDA3W8Micn2XMnGrVcgUapRCmXcTA8hndrVOSD3WeoE+iOu06Dk0qFo1plE7RWgXSTiQyLBQelkob3hd7rK0L4ZVAjsd9tt27TKfDRyWbywtG7cdT3eRAR6mJSCqlGE/L7E7Akg4F0kxm9yUy6yYJOpSDNaGZQUNksfb0ydy/6eCM7P3+wZeWHM1eIjM9g+5hZnDm7XDwH+4MHEM+/d7nAXI35z7AIupUu8cg6uyOjuR6fzO+/XMOabECWlIayvDcqRyWu3hpUKjlGoxXF/QePIAioVHIcHJWo1QrUajlqlRxBAJXS9n1rVHKctUo0ygf3gNlqRatQoFMpHrr3rPfvWStWIN1kwVGlwAriJM8qCJgFAZPFKt7f8vsT0/8KcoX8wcPRPjGG+xMNGeL7h38PYOvTZLFN5Ox1DGYrGqUcD52a0HtplPd2xCwI/BueTFqaCScnFWazgFIpIz3dgkYt5/rVZFJjMlBobQ9kS4YF5GDNsIBMhkKrQKFVYIjNQEjMgJgoBEMaMo0jVn0iFmMqMqUGq0lP7N1z3Lp9Cp3OhaTE6+JYgyq+wqUrm3L1/RdlSpZoTNTdK/h4lcHJ0Rud1gOzOQO5XIUgmJHJbPqTRuuG1qkYCjc/BF8vFB5alFoFyGQIFgHj7RT2Le5FndojOHHyR0qWaEx4xCFKlGhIRMRhAFr0W4FT3eJ4BzhQwt8BVwfbM0yjlIvPVnhocnr/GWsvt1hBIQeTRcBktoqTW0EQMJoFrFYBpUJmu2etYDbb7lW5QoaTTinet0qFLNMEwP6sBttzV6OUo1LI79/LcuTYlBCz1Xq/jgxrup5hdarnOWpeXrDLpbGbD6IpQIQ/Q1oqs7o2eapjfR7Jk/Cfd/QUJqWO5HQzJosVb2e1OJNU3hfWYLspM9+sZKrz8EzWjv2GBrK96TJMFlQKOQq5DNN9TUkhl2EwW4m4m05pPwf+V6sSh6Lv0djvQaKRjTfCUSvkKOVyNEoFze9r4X9H3KFdiQfmlsMxsaQYjbhqNJitVuLSMx4rsP57rP/yZ1gEZquVnmVzJyTzw+7IaFoX98tX2w5Td9G+XXFuxaQzp1OtLJ/vi4phx+Voqvq7MKBiaf4Mi8AqCOL1zDBbsr1GW27epkupBxMee7vuZUrmaXz9Fx8k+t8E25NFEJDplKicVSg1ctLjDCCA2kWF1kWFzkmJWi1HLpehc1Di5KQUH2hymU3QqhS2e8b+4LJYBVQKOaqHNBn7xPLhe9he3y70TRYrGSYrxvuWL7nMppk/LPRFQX+/rf2BqZTLUMpsExH5fyxi9smHXcsCSDOa2X/iHkaDhVKlnZnV8cH3NOyPo4TuiSagnhdms4CPrxZBgPg4A7ERekwpJoQMC0K6CdQKZAo5QpIeHDXIndQodAp8SjsRcy3l/nYpAevlSCyJMVhNegCSE0IJjzyZSfC/rHh5VUGpVOHk6I2zc3Gc3Mpi1MdiMCSSnh6LTueFztEXjXc5BDc35D5OCBYB4V4KaRf3cOLkT5n6a9J8Mgf3Tab5O5uQxcQjuLsic1ShctPgFehAiZJO+Liq0Txk1bLfgwaT5f5k84GCZbEKGM1WBAFMZivm+wJfrZZjtTx4FpvNVqz3LbYKhQyVSo5GbbtP0w1W8X+jWcBBo0CttP1utCoFKsWD+/bh57p9Imu02CbFJn0aoxvVLhThP+bPggv/2d1ePuGfJ2//g2fjcPJwwcNNjaNWSbrJitEioFPJkclsN59CLkOntGkcZiHzTPWhZ6P4cLOblOz1Htak7OYl+ww2zWAWZ7xgM4OaLVbUajm790Xh46hh/8VYaAgpRqPYb6fAAPbcicZRpRaP/7Dg77/4IANbl8JZo0Ihl2O2WnHVqjkcEytq9NnxKMH/4NxydWlzjVrrgzHjrvj+4t3EHIX/vqgYlDI5ZsFKeGJqFu3/rw/bsPbaLW7HZmRpuyb0JgazhVu3Uvm6ZXWAx06G7Dws+PPS7r+sGtqEv8IjOR6RQFKaCbVKzrVryaQmGLGmmlB5apEpZFjMVuIj01Fq5WgdlSQnGYk0WDEZrKh1ChxdVKhUciwW28PQZLSi0SrQ6BQ46GxLChqVXBTgFquA9v49DaCQ2zUam1Yll4HBZBXvL5nM9l3bJxf2CYZSLhMflnaBb5sAy8UlJbh/f/NAS7P/luQySAPKl3Nh7+TNrN/zsXhtxm4/xaI+9Wm+9HsuhmzApVEPoq0CMq0SQW9ElpACRgOo1MisVgRHB0jPgOQ4ZGoHBAdH5FX8+O2NxgBodH7Ua/AeimKlkRtcsBhTMWYkkKaPxWDU5+v7e9GIjb0g/u/sUopSJTNIT49DoVBjMKaSmHQbB50H/go1KgdHZEoZ1lQjxN3LIvgBlL5laDFgJYqSHpRsXAk3dw0WixWNRoFaJcdBo0DxkBnfZLFNOE0WAfN9C5FwfwJg0+YFUcjbn8XIZRiNVtvEzgoWixWTWcBisk0OTCYrSqUMR2cVzk4qHHW2Z7dKIcfdSSFOXO3PXdv9L4jC3irYrFMZJisJqSYyMizcu5tOQkR8IXwjEgUhT8LfwVGBVqPAYhXQqeV4OqpxVCnRKhVYBQGD2TYbtWtKD68VPYx9MmB9yFFDNCsrHpiX4YE5SaWwDdW+3pVhspmsNColjkDFYDdWbLrBa91KZxHKr8zZy6bRLbKcz/rrt+hZNpBVQ5uw50407uLalBLMZiKSU7MI/7/CI+lwf836UYzcdIJXavlnEYQFpcPU1QD0+ekA8bfS2P119qlHD0TdxVWjIclgwGC24OukY+nFa9yKS2fv+lvoD+1AJlNS4o0e3Dt+D9rXzNR+3tQTXNryOXfvngNswsGQnn0Ai0fRctxW9nybuyhWLd/fxulF/yMx4UHK2A4li/Pd75exGK0otQoUShkI4FTamdIVXUhMMKJPM2ExCTi52dazjekWkm+konBRYUwxkZFqxnD6NiiVCB7OuJZ3ISk6HaVWgVqnQOOgRKORo9YqcHFS4eigFO8vgKQUEwAKpQylQo5KKUMQQK18MGFQKWwPabXCZqZVyB/S7kEU/A8vA9geqFYU930NbEsKNsuKvb2zWsnBG7EcuC/4e/+4n7UjmrGwXw8WAqnJt8Rrpdb6IJcr0Kgd8HQPxMWlBHK5EplMjkbnhcWcgdViQKl2wnrPhJAcCNiWfAzp0VQJ6oVXYAVkGh0KtRNOPmVRaVy4HXU+z9/7i05K8k3x/4aNJnA74gAASoWasOs7UIfvxzs0mOMn5mdpW7ZMGzQaF6wWE36Vu+HgUwxnFxUKhQyLBVJTTajVCkxmm7DXqW3PXIPJium+tclivr/2f39CK9wXzvb/ZTKb+V6hkCMIAgajFX2qCbNJID3VhNlgBRko1XKUKjmpiSbitXI0WgVaByUOOgVWq80a5OaqRqe2WQDsipjFKpButKBWyknLsKBSysRlBV8/B7SqwtsZ9iwc/l4E8iT87eutFrPNvGQX6ukmM4r7ZnV7mdlqf5ApRI3f/jAEskwK7OvItr/WTMe1a8/OahVymUx8SNotC2arFU9HFf6ttWw/Gs3tpHQm1q8itjff9xv45vhFxtetDEC/RQd5rXUge+5E46BU4anToVOpMJjNWAWBqFQ9aoWcU3GJ1PJ0E/vKjeBv0Wc57cbWznIeTwI3Lw2TD5yjdUNf/rZEZVtnX1QMFn06F2/c4Pbdu6xcdJbZ4xpT3GymjEZD14HFSOrag6SkJIzGKCYdWk2J4jNISbvL9u2/odVqWTC+MtpPNnH37l1cXV2zFfxrr93ig/bDuHZ9J55eQTg5eJKYHJXJRJyT4DebzVy9epXLly9jsVhQKpWMaaogufok3njjDaKiojAYDBgMBoxGI3K5HKVSiVKpRKFQoFQqCdliQqVS4e/shKtGQ0BAAKVKlaJ02dKUal2GUqVK4ejoKB6z47Td3F7xE+knfNEFN8fs7UhaqhGlqwaVkxKVVkGsUobWUYmDkxInR9tEQKtVYLbYHmyCAInJJpwclaQbLZjMVpQKOSaz7bt20CpsTlOKB8sLivu+J2aLzanQLHvwsHFUq8T/lXLZA6dCq5U0s4UD52M5+NkE3MbeJU2fgMkQC2QW+nYetgj9F1e3snh7lkGtdiYp6jaRkcey1MkwJEFUBCjvT4KNRkyGJBx0rjn2KwGHQ2Zkeu/nV4Obt47j5BKIWuNNpfJtcfWugiEt2uY46OCFg2Mx1DoPlNVK4uKhwWKxaeFqtQKZTEaa3oxcrkKvN2IwWlApbfePQm57HqpVctIzLJgMFqxWkMvBYhEwZFgwGawIVgGD3gJWAaVWgdloxWKwYEm3gCAgVytQaOSglmNMt2DOsJAWJyBTyHBwV5McqccaqwedCqW7BrWTioByzrg4q5DLwWq1TTCSTCYEAWKi01Gp5Hh6aWyTAGX2wW6eBnbn2oK0fxnJ05r/m7/+g6uHKy5OKjydVLhpVThrbN7xdk3faLGiVSpEbeZh7HXs5BSVyW4FMFks//GetjtD2fo2Wiw2xzuz5f5kw2aCuhyewg/d6gDQtMUXZKRGoXH0RdusAR26lcDXSYMV8NRpUMpluGo0OGvUzNpxkSX9GnA9LZ2yjrr8XE8Aes7fx/p3mue7/aNY9u8lDCkptPHzJDY2loiICA4cOEBYWJhtvcrLm79+/524uzFP5fiTJ0/m008/JSUlRXzp9Xpx9i2TyahUqRIqlYp///2XkydPolarqVSpEhUqVODSpUsMGTKEyMjIHGNnV61alfLly6PRaMSXIAiYzWYMBgN79+5Fr9eTkJCQqzE7OzsTFxeHSvVA0JYu1ZIS5Toi17lgjAtD5RYAnt6gUaPw1KFyUiJXyXFyV9u0e6UMrYMSk8GKxWLF2VWNXAYuLmqMRis6rQJ9uhkPVzVpGRacdUpcdEq8HNToVArR8VQpl6OQyzFZLCjkctSKB78Tw31P6QyzhaQMI+lmCwl6E5euJXPnWgoWgxVzTBqyVD2YTAj6ZJArEEwZpMZe5k7USeIT7+Q4CXBwCsBsMmA0ZL9l18urCharCQ+3knh6VsLBvxp3r/5FVMx5EuKv5upaS2SlfNn26DMSCAhojNViQOPoi1ztgKxkGRwruOHkrkahtGnpAKlJRqwWmyVLpbKV2Xd72P8qVDJSEk2kJRqxmB9IP8t9IS+YBQS9CYxmUCmQ6VQI8WnI9OmgUCA46pC5aJGp5QhmwdavwYKQnG7zr7FYEVwdUPs6oHVRoXFQ4ONneyaazAJqlZx7d9MJCHBEqZKTnGxEpZLftzCYkQkZ/PpG60JZ8x+18UCB1/y/6970pVvzz5PwH7XxAK7uLqiVcnRqBW46Ja4aNQ73H24Pr2Wq5QpRu1cpFA+Z9zP/zbzFKfNQrNgTLzyYDNjrGy1WlHLbZMP+Pt1sIc1oxmIVuJdiZN+qMIxnDqHxKI2yZhmqNPBCIZdR2s8Bo0VgXJ2gTMerVKErl69uLsj1fKKYTCZu376NyWRCJpMxdOhQDhw4kKVe6dKlURcrgcKg5/qF8zTr0JGgZi3oUbMa7u7u6HQ6UWtee+EqV+7EMaFFHVxdXVGr1aKGbTAYyMjI4LfffuPrr7/OdkwKhQK5XI7JZMpx3HYhazKZUCqVWCyWbE1rcrmcqKgo1Go1FosFs9mMSqXCw8Mjx77XrFlDv379HnfpsjBu3Dji4+PZeSaUlHtxGPVJaLVySvv5cPbsBZtG5uiLo4MHxfxsSyBOftVR1iqLb1knEu5moL+TjlOAAw4uKhycbX4EOq0CuVyGg06BPt2Cl5san/uOsL6OWlKNZuQyGRarFb3Zdv+6alSYrQLuOg3pJjNJGUZC76WxbsQXtP3mAxqU8yDNZMZgtlm44lJN3LmbTlxsBolRGZiSjKCQIVfLUagVmNPMWA0WhPg04k9tICkpgoSkyEym6bzg5l4eH6/yeBerQ1piGPEJNwiPOJSvvp41FouFmJgYFApFjtHXnhY+PlWp3GQMsZe3I5PJSM9IwNHBB52jLwq1E0pHT2TlyqD20iBT2lR6i8mKKToNTFbQKpFplcgUMuTqhwLCWMGaYbY5chrMyExm21ZNsxmMBgRTBoLFhEwmRxBsz0eZQmWbKBrT779XIlM7gFpjm1EYMjAnRwMylE7e4OKK4OqIwlWDS3Edap0CBwclcTEZCFYBv0BHlAoZTk4qUlNNmMwCTo5KTCYrDg5KjPpUvu/RrFCE/3sb9hdY+D/tsT6P5En4f/HPUYr5uOOqUaNVKtCplKjlclHw29c1H9buH2zpszuoCOKSgBUBreLBykOmtf779a0ImfrKvM3QKk4MjBYrJosVvdkM2Na/4tJMRMVmkJxkxMVVzd2YdFYNbZLjeZYv257Q6ztye+2eGnq9ngULFjB+/Pgc63h7e9O8eXOqVasm3rDXk1Nxc3YiIjKSD4YNpWLFipnazD97hXeqV8yuOzaF3iDlaAgHDx7kp58yOycpFAosFptW6unpyeeff46XlxcuLi44Ozvj4OCAXG5zkDObzRw5cgRBEKhbty7Vq1dHEARCQ0MJDQ3l33//Zfny5dy6dYt69epx9OjRPF0bi8XCggULuHv3Lk5OTjg7O6PT6UhMTOTOnTvcuXMHjUbDkiVLxDYODg74+fmh0+nQaDSkW6xcu3ghywRmwoQJ/LxoE/Fxl3H3qICPV3mK1X5V3APvWNMPJ3ebNlaypCM6tQKj2Yrm/hZDd0cVfk5a0kxmYlIMxKcYuXQuEbPJytb3W2V7Pk1bfoWydg2adC2BgzER/d1o9AlxxN+LRefoiIevH5f/PYtMqUTp4oGDhw8OfoFY5Q64OKtsa8EGC4kJRuLvZpAanY75xBlu39hJ2M09ubqmFy5coFmzZsTHx+Pj40NsXDIyBCwWm2XG2TkAg8mUL5+PwiYpKYkVK1Zw5swZjhw5wqVLl7DeX34LCgqiffv2DB8+nMqVKxf62NQab2pU74/OrRQo1WC1INM5IXh7IFMrETLMyBKTMd+7hcLRA5mLO4JWAxol6A3IDMb7Qt6EYDKA2YjVlIHFmIrFnIHFnI7ZlIbFakKwWlAqtVisJlRKB1QaV6z3v0/r/c8B5AoVIEMmk2PISETAikKuwsHJH5WTj62eYEXu6Y/gfH8JTaNE7qhCMFmR6xS4FNNRsowzjg5KlAqZbQeCUc+0jo0KRfi/u77gwv+HnpLwzxb7RZ57+BS+Hm64atXoVEp0SpUtwIpCcT+QjyyL9m43Bf/3MA9bAB7e5md/b7FaMVutYp9WhExb/yxWK8b7a//2OkaL9X47AaPVSrrJFsjmangql+bt4sTReaSnRRb0muWKnPZBPyr5g52OHTvy119/4eTkhJOTE7Nnz8bJyYnly5cTEhJCVFTUY51U/MuUJfL6tUxlBoOB1NRU0tPT0ev1nDlzhvDwcI5eu86RrVu4ffs2FStW5MqVK5naKVWuqFQ6jh3dSeXKlZFns6TzvHHlyhUuXLhAgwYNuHXrFo0aNcr0uVarJTg4mKpVq1K1alWCg4Np0qQJOp3NtOnjU5WyZdujrlgf38Z+GPQWBKtA8VJOeLqryTBaSU+3IJNBYoKR2sHu+DtrUcjl9C4XyIxjF3HTKVm7/iZ/T7I51Z0/f55Vq1Zx584dli3/FblcjUatQ67QYlWCPuF2rs9PJpPxVcg50o0Wou9lEHNbT1JYKsQkEXduM+fOr8p1X5s2baJ79+45fu7hUYFKQb2Ju/sv8Yk3RSfQ55HevXuzbt06ACpVqsTo0aMpXrw4qamp7Nmzh02bNhETE0PLli35/vvvKV++PGAL2fq08fKqQjG/qnj410Xm7oOQHI9gNiJ3ssUcETLSEMxGzGmxZKTHYjalYzSmkJRyhzR9AslJN7LtV63xtsVvUNgsbkqFCqVSjcGoR6lQo1SqUau0mM0mrIIFg1GP9b7wT0+LRK3xRqNxRK3WodU4I5cr0GndUSq1yGUKHJz8UCodULsHglJpsxZkpCO4uIKTFm2AEy4+WsqVd0GrtlmFTfo0PmlZr1CE/8h1BRf+83o9X8L/33/zHlCrcuXKWUIIP4o8Cf+lp/7Fw80NZ40KR5VN+7evv9uF/8Nk5+X/8F8hO1O/YHf6y2opMAtWcQJgL7e1ydwu3WTT/lOMZlINFvQGCzdvpxG2/Rbntk4iPu5yri9QXhAEgV27drF//340Gg3VqlWjW7du4ufXr1+nXLlyAFSsWJEyZcpQtmxZateuzcCBA1m8eDHh4eFER0dn0lwBNm/eTJcuXQCbs9zZs2fp0aMHERERYp0+b4/A28ubgNKl8alei6F1qmfqI7tJh6OjI87OzpQsWZIqVaoQExPDtm3bMtVxc69AQvyVLG2LCqmpqTg7O4vvly5dSq9evTKV2XFyCcTXqzzu7mVx8q+JonopBJNAmToeqJRy3N3UONzf8ZKiN5OQaORepB6z0Yr+xG2uHvqB9IykbNfIBw8eLIb77NKlCwcOHCA1NRVkavwCGpCccZuUmGu5Cjbu7FKCcqXbkJwSQdTdK6SlhD+2zePYvXs3GzZswN3dnW++XUipwMZ4lmiIqnoVrEkZcPsOyXdOEH77KHGxlwp8vKfB3bt3Wb9+PStXruTgwYMEBARQs2ZNihcvjr+/v2gVunLlCkFBQVy+fBm1Wk2pUqVo0KABrVu3ZuDAgY+doOcWV7eyuLsF4KjzQufghdmkJzUtGqvVgrt7WQwZiRhNaRhNaWQYUkhNi8No0Ofol1GYuLmXR6d1wd21BGq1M1oHb+LjLuPmXhaNox8yuQJZhUqofRxwcFej1MjxD3DA31uHzKDnwxaS8M8vdktqbnciyOVyrl69SpkyZXJ9jDwH+fHx8MDTQYODUoVKoUCtkN8PcvJA85dnMxGArGZ9IFtfgIfX+bNbKrALebtDoPG+Sdrm8GfBKticAAHSTVZSMswkppq4E6kn8vcjXLuwOltv59wgCALp6enIZDLRiczX1xeDwcDAgQNZu3ZtpvoREREEBNi2+y1fvpwhQ4bk+lhBQUFcumR7yDo4OODj44ODgwPp6elERERgvr/EYWfLtTDcHB0xC1YMZgvLd4exckhjMjIymD9/PuPGjRPr7tq1i4EDB2bKTKXT6ahZsyaVK1embNmyfDZpBlqtKyqV9rl92OcGWzRAFYMHD+ann36iePHaxMSczbaum3t5ivtVw7tKVxSV/FA5KlFpFHj56/D00BARnkZKnAH90VsI+mTMabEY9PdITo4gMvr8I4VwfHw8PXr0YP/+/VSsWJEePXpQrVo1+vfvj0wmIzo6mq+//jrbHN+enp506NCBTz75hJIlS+Lg4PDErk926ByLU6JYVXxLNkNRpSoKVxXmu3pkd2LQ373IsWPPLg95bjAYDGzfvp1Dhw5x8eJFcUkoNTUVnU5HXFxcjm1v3rwphml9mXFyCcRo0OPo6I67awCOjj4oFBrSUqNRKrXodJ44eQchd3BF26AMAeWccXdT4+GsJj4ukW+6PN3AOXa59M7afWgcCiD89anM7938uRP+x44dw9v70bFkwPZ8Cw4O5t9//82T8M/TVj+5TIa7ToNS9iAAit00r5TLbXH6szH9P44HAv+B0LeXZ/qczEsEtjHZQkwaLVbSTGYS002oFDLSTVbMFitG84NALK5uauKaV6dYXN48lwVBICQkhDVr1rBx48ZMMZt1Oh1paWls3749i+D39PQkNTVVNPW/9tprxMXFERsbS7Fixbhx4wanT59m3759AMydO5eFCxeK29/sgr9evXrUqlULo9GIk5MTt27d4tatrFu9Lh45TKPWbQBbEKOGvZxp1aoVe/bY1n7r169PgwYNGDZsGJUrV6ZOnTps2bJFbJ+enk5ISAghISEAaLReJCeFZXtN1Brv50I7eRyxsbGcOnUKi8XCkiVLePPNN3MU/IAYY8DRuSRuh/1w0LpTvOYAkn3cCYtPwXT7EnKVAwpHDyzpSVjNGchkCszmDNSqR8cw9/DwYO/evYSEhDBz5kymTZsG2Ex8bdq0oX///sTGxvLll1/i4uLCqFGjxLZxcXGsXLmSX3/99QlclcdjXx4rWaIxPknhOHpXwph8h5TEMOISbqBzLJ6rJbSoqCjOnTtHXFwcRqORHj16FMoDVqPR0L1792yXM2bMmMHEiRPx8/PDbDaTnJycKWNpqVKlWL9+PdWqVRMn+nK5nBIlSuDklH8hU5RwcArA1dkXlasWRweb1ULr4INgNaFW2yxmagdbDBTB3weto5L4uxmkp5lJcjZhzWEnz9PgRdzq17x5c8qVK4ebm1uu6jdr1kxcsswtedL8V545j6+XJw5KJSqFQnTwg8xR/B7W/B/25n9Q72ELAFk+FzJNBjILfbsvgB3j/VC/5vtr/FZBION+0qGM+wmGUtPNZGRYSE0zE3YklvBNs7gR9k+uLtDt27cpUSLnCHWOjo74+PhQokQJXFxcUCqV1KxZk2XLlhEWZhOcnTt3pm/fvmg0Grp06YKjoyPXr19n5MiR6PV6zp49S3JyMgABAQHcvp37tV9vb29cXV25du0a/oGBWMwWdE6OVAgMxNnZWVz/BKjdZQYnNr+fqb0gCDmu4Q8cOJA1f2zBarXwzv+9gUajQafTUaZMGRo0aED58uWf6/X/mJgY/PwyRz/86KOP+Oqrr3LVXq31wdO9BG4uAURGn8NoSsfPuzy+frWRK1T3Haz0xMeHcvPW/jyNzWq18sEHHzB79mxxN4S3tzfHjx8nMDAQQRA4cuQIERERZGRkULVqVYKCgp5pkpTSpVoSWONV9m4cTqnAZty8tR+9Xs+5c+c4deoUp0+fJjo6muTkZJKSkrh8+TIZGZmjR9aqVYuTJ08+tTGazWZSUlK4ceMGBw4cQK/Xk56ejre3N4IgcPDgQc6ePYvJZOLmzZtUrVqVPn36ULVqVb766itOnDiRY99yuZzg4GCaNWvG6NGjKVs2a76MJ8nNmzf566+/iIuLIyMjA6VSiaOjI2XLlqVChQqULVv2qd0Pvr7VcdDZdt2oVDrUKkeMxhSM5nSM930JtFpXHBy8cfasiKJyMNriDngW0+HsosLD0cLUDoXj8Dfij4Jr/j/2eb40/8IgT8J/wbHTeLm746RW3vf0V9zf3pdVADyc5OFhstvi9yDZj1Usswv8B/0JmTz8zfcd/uyhfo0POQgazFbSjBZSM8xcD0sh6noqpn9vc+/SVi5cWkdeSExMxN39QRIgX19fGjZsyM2bNzlz5gxgS135sPn8UUybNo2JEyeyefPmTP4An3zyCTdv3uTXX3+lb9++HDx4kLi4ONGT3dvbm27durF48WLA5qCkUqlQKBSkGYxYjYYs60NKpZKqVasyfPhwmjVrRpUqVWjR9xcu759FdPQZsZ7VaiUkJITff/+dHTt2kJCQIO6vV6lUKJVK5HI5Fy5cwt/fjzt37gDg4uLCRx99xPvvv/9cTgIEQWDevHm89957AKxatSrP2wR1jsVxdvTAwcEDtVJHuiGJ+MTIJ7LGbicuLo74+Hj8/Pyy9UN4HnBxLYMgWElJvsm+fftYt26dKEituQhm5eDggL+/P9OmTaNXr15PZEwpKSmsW7eO+Ph4Tpw4wd69e4mKehD4SqFQ4OHhgU6nIyYmBkEQqFevHnXq1EGj0eDp6cmoUaPQaDSZ+rVarSxZsoTixYvj5uZmS55jsRASEsJ3333HnTt3qFmzJqdOnXoi55EdsbGxosnXfg537tzJ8huvW7cuVquVkydP0qZNG8qXL49WqyUwMJB3331XzBmfH5xdSmEyG5DLFZjNRowZd3FwCsDFyQu1yhGzxYjBmIpSocbdtSQ+gc1Q1a1K6ZrueDtbmNaxcaEI/7fX7C2w8P+pbwtJ+GeH/SI3GbmGck1KUD7QieJuOrQKOc4aFTqVEq1CmUng/zean708uwh+ZuGB457h/jq22Spkap9xP3Og0WLFfH/N/+FMgob7WawS00ycOx1PSlgqwrUbZMTdIDXlNglJ4dy5czzXF2blypVs2LABPz8/UlJSsFqt+Pv7ExAQgFKpZNq0aZnM/7lBq9Xy119/0bx5c3E73y+//JLJszMgIACTyURMzIMgPU2aNOHgwYPI5XK8vb0zfZYdcrlcfCDL5XL0en2WB1xBSExM5NixY3Tv3p309HSCgoL4888/RWfG54n58+czcuRIAN5//31mzJjxyPourmVwcfZBqdSgUmhJNySRlBxNhiFVjK73sqLX69m4cSOvvfYaAIMGDeLq1atcvHiRlJQUAKpVq0ZwcDCVKlWiYsWKooZa0EmN/TFlX248ceIEdevWBWxLb1WrVqVly5ZUrFgRZ2dnXFxcaNy4sRjh0W6ByKumfOXKFVq2bJlpUuHj48OsWbPE6/A0uHHjBhUrVsRsNuPu7k5qamq2sTX69u3LmjVrsu3jYX+jh1FpvJ7avaxzLI6vdzk8ilfldMi8whH+q/eiLoDwN+pT+alf0RP+ERERTJo0KYtzeG7Jk/C3XxytQzEcdK6YTBmYLSZ8vcsRWKEblC+H2luHo4caq0VArpChUMnx9rX94EwPrb+rlHIcHJSYzVaMRiuuLiqMRpsAV6vlxCcYCL+YhMZZRWqkHmuSAeSARbAFv5DLEcwWEECWmIo1LgpTagypKbdRq51JT48jNTWGxOSoHLfIPPLCPGSxaNy4Menp6dy9e5fY2FhMJpO47x1g+PDhuLm5MXPmTMqWLUujRo0IDg4mKCgIjUbDlStX2LhxI4cPH6ZEiRJMnjyZAQMGYLVaGTNmDD/99BOurq54eXlx8eJFunfvTnh4eI6aRZMmTbh9+zaJiYkkJydjtVrx8S+Om5MjaWlpJCUl4eHhQUxMDI6Ojvj5+eHj40PHjh3p378/JUvmLbteTpjNZg4cOMCIESOIj49n8+bNNGjQ4In0XRCMRiM//PADZrOZiRMniuWffvopU6ZMeWRbnWNxAvyCkclkGE169OkJJCbHPDJ07svAwxawevXq8eabb7Jy5UoOHDhA+/bt6d69O127dqV48UeHvxYEgdjYWDHA1OPYsmULH3zwAeHh4aSkpIjhne3RIevWrcuxY/lz3s0NY8aMYc6cOVnK69evT0xMDDKZTJxslClThrFjx+Lk5IROp+Pw4cNMnDgRLy8vvLy8UCgUODk50bFjR7p16/ZYQWO3yO3atYvjx49n2oVTvnx5vv32W7p06YIgCFy5coUzZ86QkJCAWq2mS5cuWZa87BSGv06dOs05eXK/JPyfImfPnqVWrVqZZFFeyJfwzw/2h2psQhhqlQ6VSoejgyc6nRdqtbMYiUqu0CBYTSQm3iAxKQJHBy+MpjT06YlkGNKydTJSa31QqbRoNY64OPmRkHQ7U3KYvHLjxg3q1q1LfHw8ly9fFoPlWK1Wfv/9d2bPnp3juqVaraZDhw4kJCRw7tw5EhMTs9Tp3r07c+bMoWLFiuJDbOLEiWzatInLlx9sQxwyZAh9+/Zl7NixYnm9evW4dOkSSqWSFi1asGHDBrF+mTJlCA4OxsvLi2XLluVojr1x4walS5fO17XJjri4OF555RUOHTrE0qVL87Sj4UkTGRlJ06ZNRX8LAFdXV0JCQnId2MXBKQC5XJFt/PyXkRUrVjB8+HAMBgPFihVj6NChzJgxg4CAABYtWkTLli1z1U9sbCytWrXi3DlbnAAvLy9q1qzJunXr6NWrF+Hh4ezZs4e7d+8SFRWF0Whk1qxZ7N+/n6lTp+Lp6YnJZMJsNuPo6IhWq6Vx48ZP1TPfPlkJCwvjwoULpKamMnfuXBo0aCD6AqWkpBAREcGff/6ZbR9vvvkmsbGxWK1WoqOjOXHiBH5+fly+fBlX18fnTdi+fTsDBgwgKSkpU3mXLl0IDg7Gw8MDT09P8W/58uVzFPyFxZOQGbk9xlur9hRY+C/s3/K5E/453U92bty4wbhx4/It/PPk7b948WKaNWtG7dq183ygx3kGC4LAxYsXEQSBMmXK5Gkr05PUyqxWK1WqVCEjI4NJkyaJ5vI7d+7Qtm1bLl68CNgsAy1atGDgwIHI5XI++ugjhg0bhqOjIxs2bECr1TJs2DC++eYbwBYT/+LFi6xZs4ZOnTphtVozxbZPT0/np59+4oMPPuDw4cO4urqybNkyli1bhre3N5MnT6Z3797MmDGDmzdvsnfvXipVqkRcXBzvvPMONWrU4MMPPxQtFi1atOD1119/6Mzk+Ph4cffuXcqUKSP6AlgsFtq0aUNwcHC+r5mnp6co/EeNGoWfnx9t27Yt0HpjfkhNTWXo0KGZBP+QIUNYunRpnvrRp+be4fJZIQgCGRkZefbwzSs//PCD6DNx9epVrFYrlSpVomfPnvz666+5Or4gCOzevZuJEydy584dVq1ahV6v580332Tnzp3UrFmT69dtyaD8/f2z7eO3337j7Nmcd2k8LWQyGd7e3nh7e1OvXj0A8Xr8l4iICCIjI0Unw/T0dMqUKUOtWrUy1evRowcbN25k69atvPrqq6xcuZI//viD5s2b4+zszNWrV3FyciIoKIjQ0FA+/tiW0fF///sfKSkpxMfHk5SURFRUFBcuXBDf29FqtXz44Yf07t2boKCgJxazILckJCQQGpp/5SuvCEKuQmM8sv3zSPfu3R+7178g322eNH87e/fupXnz/CeuSU1N5fLly5w5c4aDBw8SHR1NWFgYV6/atuCp1Wrq1KmDg4MDFouFHj16ULFiRVJTUylTpgzly5fPlK3tSZCYmMi///5LjRo1mD17NkuWLCEyMhKLxYKXlxexsbY1surVq2d5CH333Xeo1Wrc3d2pUKECNWrUED9bsmQJe/fuZd68eTg7O9OnTx/27dvHsGHDaNeuHYIgsHXrVpYsWSImqrHPmOvXr49MJuPcuXM4ODiwYcMGTp06JW4Be/vtt/n222+zvRZGo5Fdu3bh6+tL+/aDSEq5i8kQS1JSElu2bGHIkCGYzWaUSiWCINChQweCg4MJDg7OlUnyv3z88cdZ8gEEBARw4cKFQptNPzyGWrVqcerUKdRqNenp6c+lQ+LjsOc7MJvNzJ07l0WLFmG1WpHJZGLWw4oVK1KvXj1Kly7N+PHjn7jD4B9//EHfvn0B286WQYMG8eOPP4qfX7x4kaCgoJyaA7b7dOHChdSpU4fvvvuOhg0bYjKZcHd3Jy0tLUv9n376iU6dOqFWqwkPD+eTTz6hcePGfPrpp0/03J4Vx48fp3379iQkJBAcHMyFCxcIDg7m6tWrmEwmAgMDSUlJITY2FicnJ1sgKCA0NDRHvxqTyURiYiJxcXEsWLCAhQsXkpGRQalSpahYsSJpaWmkpqaSmpqKwWDA3d0dX19fXn31VQYPHvzEJgiXL18mKCgIpVKH2ZxeKJr/8N8Lrvn/POD50/yLFy/OvHnzcoy+eebMGWrXrl04Zv9evXpRu3Ztxo8fnylDWl749ttvmTJlCsnJycjlcqpXr06pUqVwd3end+/eODs7s2PHDvbv34+DgwN//fVXtv1otVqcnZ0JCAgQ171r1qxJUFAQpUuXpnTp0lStWlX0mLVarZw7d47Q0FA8PDw4f/48u3bt4uLFixgMBhwcHLh69SpeXl68//77nDlzhrNnzxIUFMStW7coUaIEnTp1ol+/fsydO/eRD6J79+7h5eWV7WcRERF89NFH/Pnnn+L2vs8//5y2bdvy1VdfERoailKp5Pbt23z77be8/vrrJCYmiklJNm7cyJtvvkl8fLzYp7u7OyqVCicnJ1xdXfHz8xNj6s/8Zq4tFoJSx9y50xgyZAhqtZrY2FjkcjmOjo788MMP4rUIDw/Hzc2NNWvW0LZt2zx9t//3f//Hjz/+iFKpFAMQPe01WTsPO4D9F4PBUCjhW58Ely5dYtGiRRw5coQzZ86g1+sBxCBFvr6+WK1WihUrhpOTExs3bsxkHpw5cyavvvpqjhp0fkhJSeH06dNMmzaNiIgIkpKSxMiSf/31F+3bt2fjxo3s2bMHf39/ihcvTsmSJalVqxZOTk7079+f1atXZwmeExISQuPGjQHbhHfPnj1ERkbSsWPHQrcaFTbp6emsXbuW3bt3ExAQwJQpU8RYA3anxNjYWBwdHfNl3UlPT2fPnj1s27aNO3fu4OzsLIYLV6vVJCQksHfvXi5cuMCsWbOoVq0at2/fFpNrFStWDA8PD9LS0pDL5TRq1IiVK1cyefJk/Pz88PX1xcfHB7lcjsFgwMnJicqVKxMYGMiXX35JtWrVWLBgQaEI/2G/FVz4L3r1+RP+3bp1o0aNGjn6KZ09e5aaNWvmardNduRJ+C9ZsoTBgwfnSYs6f/48v/76K0ajkbNnz/LPP/8wZMgQRo4cSYUKFR57sQVBID4+npSUFBwcHLhx4wahoaEkJCSQnJxMeHg4rq6uWK1WTp8+TWhoKJGRkWJgnQYNGhAcHMzOnTu5efOm2K9araZp06bUqFGDe/fuERYWRv/+/Tl16hRLly7NdEFLlCiBxWIRt7iVKFECd3f3LPGXy5cvz5tvvkm9erawlomJiVy/fp39+/dz+/Zt0tPTKVeuHNWrV2fdunXi9sBu3bplu74jk8moWLEi27dvz7RG7+zsTIUKFRgwYAC+vr589913nD59Gq1WS0ZGhih45XIlapUTcoUKozEFs9nm8bx7927q1q2bRUsUBIEpU6YwefJkNBoNoaGhj4xx8F++/PLLbCdFuQ1RmV+Sk5PZvn07/fv3z1Tu5OTE1atXKVas2FM9fkERBIEDBw4wc+ZMtmzZgq+vLy1btqR27dr4+vpiNBpp2bJlttG7LBYL/fv3Z+3atfj5+ZGQkIDBYMDT0xNfX198fX1p0qQJXbt2pXbt2pl+u1arlRs3buDj4/PI32FaWhpHjhxhx44dlCxZkmHDhmEwGEhJSWHv3r3cu3ePsWPHZmknl8tp0KABV69eFS1nM2bMYNy4ccjlcg4cOECzZs3E+lu3bqVTp04FuZQSeeD69evUqFFDtCw8iqpVq4q+Gi1btkSj0XD37l2sVisajYbExESuXbuGxWJBLpfz1ltv8eOPPxaK8B+68p8CC//Fr7V67oT/gQMHSEtLo0OHDtl+npaWxokTJ/Jthc+z2V+n0zF69GiGDBlChQoVHtnOPou0U716dUaPHs3rr7/+VM2wRqORW7ducejQIbZs2cKNGzcICgpi6NChVKtWjYSEhEfuqY6NjcXBwYFTp07h6+srmtpCQ0M5fPgwV65c4dKlS1y+fJmwsLAc89LnhIuLC3q9HrPZzKeffkqDBg1Yu3ZtlrVpHx8fkpKSiIyMxMPDg1u3bmVx1Ltw4QItW7akRYsWrF69GrBZV8aPH4+nRwX8i9UmJTWK9IwkYmJOi+3UajXt27fn22+/FZObpKWlZYpgNmjQIKpWrUrXrl2pVKnSY89LEATOnDmTaY1z7ty5mSLVFYS0tDSWL1/Orl27yMjIICoqivDwcNEKUr58eTp16kS3bt1o1qxZnpJcPAsEQWD9+vVMmzaNEydOEBwczPjx4xkwYECeLRV6vR6dTicu64SHh3P37l0iIiL4559/SExMxM/Pj86dOzNy5Ehq1qzJtm3b6Ny5M2CbaHp5eXH06FFcXV05ePAgBw4c4MCBA5w8eTJLKOmHeTjr4+nTp6lQoQI3btwgJCSEbdu2sXXr1kztjxw5Qv369QkPD89kCejSpQubNz8/KbVfBsxmM+fPn8fR0ZHAwEBUKhUGg4GoqCgSEhJwcnIiKiqKKVOm8M8//+Dp6cnJkyezdbI0GAyEhoYSEhKC2Wxm5MiRhSL83/y14MJ/ycDnT/g/bfIk/CdNmsTRo0c5cuQIiYmJKBQKhg8fTvny5XFxcaFevXpUq1YtU9tffvmFVatWsXfvXtRqNR9//DF9+vShVKlST+ucCpUjR47QsGHDLOUP77UH2zpfUFAQS5cuZeXKlSgUCs6cOZNlzbNdu3bUq1ePL7/8ErVazddff50pJv+5c+eoUKECU6dO5fPPP0er1VKyZEkOHjyIt7c3pQJbEBF5AqsljeL+9XF3L0Va2l1u3zmDyZgg9vPWW2+xcOFCKleuzIULF8TyxMREdu/ezY4dOzh27BjXrl3DaDQybtw4atasSbVq1R45EZg8eTKff/4533//Pb17935iXsfnz5+nd+/eXLt2jaZNm+Lq6kqxYsUoWbIkJUuWpF69euIkpihgMBgYOXIkixcvpnXr1owbN44OHToUeO3VYrFw48YN3NzcxCUvs9ksToTXrVtHWFgYhw8fpkqVKlkedjKZDLVajcFgoHjx4jRr1oymTZtSoUIFJk+eTEZGBr1796ZMmTJoNBrq1atHeno6W7ZsoU+fPtl+32lpaezYsYOtW7dSvXp13nvvPWQyGTt37qR///7i5K1r166P9XCWeHbYfYRyQ2F6+0vCP3/kSTXy8PBg69atGI1GZs6cyWeffcaPP/6Is7OzGOSjbt26/PTTT9SsWZNr166RmJiIi4sLCoWCpKQkJkyYwIQJE5g9ezajR49+GudUqDRo0ACr1cq9e/fENTpHR0dcXFwIDw9nx44d9OzZUzQ9v/vuu7z77ruAzUnn4sWLuLi44OHhgdVqxc3NjdTUVBQKBePHj88SS7xq1aoAfPbZZ3h5eYnWiDZt2lCyZEki7xzFaslAqXTAw7M8KqUWvT4WlcqRenUrYzabGThwoBhCuHbt2pnSDJvNZjZt2kRERASvvPIKY8aMYdasWUybNg2TyURQUJC44yE77DkHKlWqlG/BLwiC6Ml86dIl1q9fz4EDB6hSpQoXLlwQt17mxL///svUqVO5ffs2JUuW5K233uL69escPnyYoKAgzp07x99//82dO3eYPHkykyZNytc488udO3fo1asXp0+fZtmyZQwePDjHuiaTiatXr3L16lWqVKnyWGvbqFGjmD9/PgBubm7UrFlTDLrj5OSEp6cnYWFhNGzYMNvrKAgCAQEB7NixgzJlymSajLRu3TrH4+bkAQ82R8GePXvSs2dPsezhXQQAnTp1Yvny5Y88N4lny/NqSRMeihKb3/bPGz179mTZsmW5noy89tprzJ49Gx8fn1wfI89m/+DgYFxdXenUqRMqlQqtVkv9+vUZN24cBw8eBGw/5Hbt2onCvX79+jRu3Jh58+aJJvK+ffuyatWqQt+G8iKh1+t55ZVX2LVrF2ALPWyW+eHhXAK/Ui0wpcaQkhiGPj2W5OQ79OzVHLPZTGhoKAcPHqRJkybs378/03ewatUqBgwYIL4vXbo0I0aMYPPmzRw8ePCxZvy//vqLjh07Uq9ePTZu3Jin9fbjx48zceJEzp49K2qDKpWK1q1b06tXL1577bXHOj/ltP1NJpNRuXJlQkNDKV26NN26dWPevHno9Xq+++67RwqvJ8k///zDgAEDUKlUbNiwIUcnRYB9+/ZlmqiBTQDv3Lkzx99NaGgo7dq14+bNm7i4uFCzZk0xcdTDdO7cmdKlS/PXX3/Rq1cvPv/8c0JCQsRlrqftIPnrr78yaNAgOnXqxKhRo2jZsmWRccqUeDyRkZEEBAQUiuY/+JfdBdb8l7/e+rnS/BUKBVevXs11Vr8SJUpw5syZp5fSt0uXLri7u3P79m327NmDi4sL3bp14/Lly5w/f55hw4ZRrVo1XnvtNe7du0enTp24ePEiZcqUETNkCYLAuXPniIqKIiAgIFM+eonHY1+ju3v3Ll9++SVHjx4Vs/25uLhw584d5EoN7oHVKeXTjFuh20lKDsdkTMnS18CBA5k1a1amGyw5OZkJEyawaNEicR1XLpcTGBjIokWLaNWq1WPHuH//frp168a7777Ll19+mavzSkhIwN/fn9KlS/Pqq69SpUoVqlatSvHixfPk7SwIAhqNJlMo1P3791OmTBmKFy+OxWLBYrFw4sQJ/vzzT6ZPn46Pjw+RkZFPVbNJTExk2rRpzJw5k5YtW/Lbb789cpaempqKs7MzHh4efPzxx6xdu5bDhw/j5uZGdHT0Y8M1BwcH4+3tzd69e7N89tprrxVadkCJl4eZM2cyYcIEvLy8aNGiBWvXrpWEfz6Ry+V5VoxDQ0OfXkrflStXihfn4MGD7NmzhxUrVhAdHU3fvn354YcfAFuu+L59+3L+/Hn++ecf1q9fz9mzZ7l48aK4lx3IU/Y6CdsWwubNm4upfgMDA8XtQaNHj+b8+fNs3LgRq9lA3PVjxF0/hoODF7O+/Zr//e9/4nKExWIhOjqa33//nV9//ZWmTZuyb98+TCYTpUuXJj4+noULFxIXF8cnn3zChx9+yKRJk3ItHJs1a0aHDh34+eef6dGjx2ODQmVkZDBnzhwyMjL45ZdfqFOnTr6vkUwm486dOzRv3lxcnhg0aBClSpWiePHi3L59m2PHjpGRkYGjoyODBw/m66+/fiqCXxAELl26xJo1a5g7dy4Gg4HJkyfz0Ucf5biVLS4ujp9++kkMKRsfH8+4ceMoW7YsCxcupH///rnK09C3b19mz54tvt+yZQt79uzBYDAwZsyYJ3J+EhIPY/fjio2NFXegFAYvYpAfexr2vPC40Nr/5YmF950+fToffPBBlnbOzs5ERUXRvn17cauIv78/JUuW5H//+1+W7VkSWYmPj2f8+PHiboA///yTChUqkJycTP369cU1q8DAQHHN3c64ceN4//33+fPPP4mKiqJSpUqULl2a6OhoUlJSxOQkgYGBtGvXjp9//jnL8Xv06MH69evzNOZ79+7RoUMHzp07x9SpUxk7dmy2M9mjR4/Svn17UlJS+OCDD3KdbvdxmEwm1qxZQ3x8PBEREURERHD79m18fX1p1KiRuM0zv/EqHoXZbGbOnDksWrSIK1eu4OTkxODBg/n4448fuQyyePFi3nvvPaxWK4MGDWLr1q2kpKTwww8/8Nprr+V5gmK1Wjl+/DgWi4VGjRoV9LQkXnASExNZtGgRcXFxjB07NlcmZ7BNci9cuMDu3bs5cuQIq1atYtiwYSxatKhQNP9By3ajdsh/0DejPo0VQ54vzb8weGLqzsSJE5k4cSJRUVEcOXKE2rVr4+zszN27dyldujQuLi5s374dDw8PqlWrlqfsWoIgEBcXl2PgnBeZ69ev06JFC1JSUvjkk0+oV68eXbt2FT+3Wq0kJiZy+/Zt1q9fLzqvzZkzh/379/Ptt99y6tQp9uzZg0ajybIt0d/fX3TEsvsOPMwrr7zCRx99lOdxe3t7c/jwYT7++GPGjx+Pt7f3f8IN24iKiiIpKYnVq1eLkeSeBCqV6qlmXXsUI0eOZNGiRQwaNIhvvvmGNm3aPPZ+j4+PZ+zYsXTt2pXvv/8ed3d3AgICaNq06SMdAh+FXC6nfv36+Wor8WISHR3NX3/9xY0bN7h58yadOnWif//+hIeHM3ToUPEZ0L1790cK//j4eBYvXszx48c5ePAgUVFRaDQa0W/jaUyqJZ4sT9zWWaxYMXr06AHYhHZISAgGgwE/Pz/at2+f53WM1atXi9aBU6dOYbVaWbRoEWlpafTo0YNWrVrlKjlGUSQ+Pp5WrVrh4OBASEhIjgF33NzccHNzIzAwkKZNm1KtWjU8PT1xdXXl7NmzDB06VIz2Vb16dcLDw3FyckKv1zN79mx++OEHZDIZrq6u/Pnnn7i5uXH58mUMBgMjRox45B7vR6FWq5k5cybR0dEMGTKEFStWiL4JY8aMoUaNGpw7dw61Wp3tdsmiSmRkJO3bt2fZsmW5bvP333+TnJxMq1atRF+AJk2acOnSJVJTU8VdH0lJSVy5coWUlBR0Oh0NGjQokqGLJQoXQRBYsWIF//vf/0hMTMTf3x9nZ2dWrVrF77//nmmLZceOHTNNGqOjozl27BjNmzcnKiqKefPmsXTpUsxmMw0aNGDgwIG0bduWJk2aiLEmBEFgwYIFhXRuL57ZvzB4qns3XnnlFTFox7lz56hbty7BwcEIgsCkSZMe6Zxw9+5dvvnmG2bOnAnYMoBt2LCBL774ArBteVuxYgUymYzg4GC0Wi0ymYyaNWtSp04dmjZt+tgtYc878+fPJzY2lsuXL+cq0p6zs3OmDGtDhgxhyJAhWK1W3nz7fyxfvpzly5fj6ekp1lm2bBkDBw7k7NmzjB8/nrt379K1a1eaNm1KfHw8rVu35tKlSxw6dCjf++iXLl1K48aN2bp1KyaTiUOHDrFixQqqVq3KlStXeOedd/IUSfB5p2zZsvz9999ZyhMTE3F2ds52vb9Xr17079+fESNGcOXKFWbNmkVgYCDr16+nRo0aVKpUie3bt2cJ5ens7ExERMQLOwGWeDQPb9MF2z32zz//4OLiQtWqVfH19UWv19OpUydx98icOXPw9PTEYDBQt27dLLEVAgIC6N27Nzdv3kQul3P8+PFMn/v4+DB27FjefffdbJ1WXV1dxdDlhcGLuNWvMHiqwv+dd94Rhf/nn3/Ovn37uHz5MkePHmXz5s3UqlWLYsWK0bNnT65du4a7uzvDhg3DarVSsmTJTCbq2NhYvvnmG2rVqkW3bt2YNGkS165dY//+/Rw5cgRBEDAajRw6dIiff/4Zq9VKjx49mDRpEtWrV3+ap/nUuHr1Kh4eHmzfvp3XX389T0slD7N+/XpM6Uk5JoBo06YNbdq0YeHChaxYsYLg4GACAwPp27cvx44dw2Aw0K5dO/bs2ZOv4ExKpZIRI0YwYsQIwLYev3TpUk6fPk337t2zDQ37vHHv3j1u376NxWKhZMmSj/TUr1y5MvPnzychIQF3d3f0ej0zZsxg+vTp1K9fn61bt2ZJxhQWFkbZsmUBxDwOs2bN4q233iIoKEjMevdfgoKCJBPrS4LZbGbhwoVs2rSJmJgYYmJiuHfvHgqFAldXV1xdXYmMjCQ9PV1s8/nnn7Nnzx5xu+eKFSvEz+yJ1ORyOf/3f/+Ho6MjM2bMYPXq1RQrVgy1Wk3FihV59913qVOnDkuXLiU9PZ1vv/02V06nEs83T8zhLy80btyYkJCQbD+Lj49nzZo1oqCYPn06ycnJ1KxZk44dO+Yq1W9aWhp//PEHX3zxhZi7vnjx4qhUKnx9fZk+fTolS5Ys8Hk8bRYuXMi0adO4desWEydOzJI1L7f4BDXl3uWDfPLJJ0yZMiXHpZcffviBr7/+mrt3bSmStVotf//9NyVKlKBly5YYjUb279//wkRnzC1nzpyhZcuWJCYmAjav5mPHjuW4Jnrnzh1Kly6Nh4cHtWrV4sSJEyQmJtKlSxfWr1+fbWChevXqcfHiRYYMGcL3338vfkfx8fFMnTpVTA19/fp1UlNTiY+PJyAgIMcsbxIvFocPH+add97h7NmzdOjQgVKlSonJdSwWC0lJSSQnJ+Pp6Um/fv2YN28eM2fOxNfXF39/f1JSUnjrrbd46623WLNmDefOnWPhwoWUK1eOFStW8Ndff4lpybNz+s0rhRnh79XFuwrs8Pfb0DYvncPfMxH+6ekPUj3+/fffjB07lrCwMKpWrcrFixexWq2ZTDG7du16ZHSxnDCZTGzdupV9+/YRHx+P0Whk9+7dYmKdovJFf/DBB3z//fd07doVg8FAgwYNaNmyJXXr1s2VD0VAQH2qd67NtoULWLp0KUOGDMmxrtlsZv78+SiVSgYMGIC7uztgW8du1qwZcrmcw4cPv1TOl02aNCElJYW7d++KyZgqVKjAlStXcmxz7tw5Fi1aRGhoKEePHsXPz0/ceujk5MS5c+fESVRaWhqurq788MMP4qQXbJOxsWPHZopZ8LKaKF9WYmNjmThxIkuWLKF27drMmzcv306cJpOJ1157jT/++IMyZcrQs2dPvvjiC7RaLe+++y7z5s2jRIkShIeHF3jchSn8BywquPD/fdjzKfyvXLnC77//zoEDB7h58yZ6vR5vb29q1qxJ+/bt6dWrV76tMM/EUygjI4MLFy4wevRoevbsSVhYGGB7YL711luiGdjZ2ZkJEybQpEmTfB1HpVLRvXt3Zs+ezfLly/n9999Zvny5GOY1NDT0iZ3T0+Tjjz+mTp06xMTEkJKSwpdffkn9+vWpWrUqGzduFDXSnLh9+yiJl7xx9Cr+2NjpSqWSUaNG8c4774iCH2x7SKdNm8a1a9f44osvXhohZM8W6evry969e8WgRY9LmVu1alXmzp3L2LFjiY+Pz7TOr1KpePXVVzEYDMycOZOhQ4ciCAJt2rQR6+j1esaMGcPAgQMZOnQoLi4ufPjhh0/nJCWeO6xWK4sXL6ZixYqsX7+e+fPnc/To0QLt3pg9ezbr16/nu+++4/r168ycOVNcShwzZgwNGjQomr9rq1DwVz6YP38+pUuXRqvVUrt2bQ4cOJBj3SFDhiCTybK8qlSpkm3906dP07ZtW6pXr87+/fupW7cuo0eP5osvvmDgwIEIgsDHH3+Mv78/06dPz3NyOQCEXJCUlCQAQlJSUm6q58ipU6eEsWPHCkCW1xtvvCHcuHFDEARBsFqtwqVLlwS9Xl+g4+XErVu3BC8vL6Fly5bCmTNnnsoxniYmk0nYvXu30KRJEwEQ5HK50LlzZ+H9998XJk+eLCxYsED8riwWi3DkyBGhc+fOAiCsXr0638e9fPmyULx4cQEQWrduLfz+++/ChQsXntRpPXdcvHhR+Omnn4RevXoJgNC/f3/hzTffFABBq9UKUVFRj+1jxYoVAiB8/vnnWe75WrVqCQqFQvD19RW+/PJLwWAwCBaLRRAEQTh9+rQACEuWLHnapynxnPHvv/8KjRs3FgBh0KBBQnR09BPpt2rVqsKrr76apdxqtQrVqlUTAOGtt956Isd6UjIjN8cYsHCnMPjXkHy/Bizcmeexrlq1SlCpVMLPP/8sXLx4Ufjf//4nODo6Crdu3cq2fmJiohAVFSW+IiIiBA8PD2HSpEnZ1i9ZsqTw/fffC3FxcY8cR0hIiNCnTx/hq6++yvXY7RSK2d9sNtOiRQsOHTqUqfztt9/G39+fjh07UqdOnUKL83/8+HG2bNnCzz//zL179zh16pSYMKcoIQgCV69eZffu3fz222+iA1BSUhK//fYbzZo1IyAgAIASJUrw/fff88orrxT4mNu2bWPs2LGiw1DPnj1Zu3btC5OnITExkSlTpvDdd99lcZJs1KgRH3zwAW+99Raurq7MnTuX9u3b59hXREQE5cuXR6vVkpSUhKOjo5jJ0cnJiYkTJ+Lg4MC2bds4ePAgCoUCZ2dnYmJiAFi+fHm28REkXkxOnTolRsSsW7cuu3btYsOGDTg5OdG5c2dSUlJYsmQJw4YNy7RrJzeUKlWKnj17MmvWLLHsxo0bfPLJJ/z++++0bds2210q+aEwzf79F+5ErSuA2T89jVVvtc3TWOvXr0+tWrUybWcMCgqie/fuTJ069bHtN27cKFq9s0uPbDQa85TrIq/14Sl7+9tRKBSiB/PYsWPp06cP9evXfybCIjo6mnr16gG2+Ofp6ek0a9aMDRs20KJFi0IfT0GQyWRUrFiRihUr8s477wAQExODn58fgiDg4eGBp6cncXFxXLlyJU8x8h91zM6dO9O5c2fi4+NZu3Ytb7/9Nm3atOHHH38sUml1c6Jx48bcvHmTKVOmMGrUKJydnWnYsCGHDx8mJCSEuXPnsnXrVkaMGMHrr7/OtWvXcHZ2FtvfvHmTjRs3curUKc6dO4fBYKBKlSpotVrR0dXFxYXk5GQ+/fRTNBoNrVq1YurUqZw5c4bLly/z+uuv89FHH+Hm5vaMroLEs6Bs2bKMHTuWuLg4cVuuPc5GrVq1MJlMnDt3jvPnz2fy3M8NzZs3z5TkKTk5mTFjxnDkyBE++OADhg4d+kTPpbAQntBWv/9uT9RoNNmupxuNRk6ePJklom27du1ydGT/L4sXL6ZNmzbZCn4gR0GekZGR7a6v/CTFKhThL5PJWLduXWEc6rF4eXmJYXDPnz/PrVu36NKlC++++y7Tpk2jS5cuz3qIBcLX15e6desyd+5c+vXrx65du8TMbh06dHiix/Lw8GD48OFYLBY++ugjvvzyyxciLWu5cuXQ6/V89NFH4o/ZbkFxdXWlQYMG1KpVi7Vr11KpUiUCAwN5/fXXmTNnDqdOnRID75QvX57ixYvzyiuvMG3aNCpWrMi///5LQEAA7u7u/Pnnn6Snp9OtW7csW/8kXk5cXV359ttvARg6dCiHDx+mR48epKSk0KNHD9EZLz8aeosWLVixYgVxcXEsWbKECRMmALww6dULyn9jjUyaNInJkydnqRcbG4vFYhEVWju+vr6iQ/CjiIqKYvv27fz222+5GpfVauWrr77ixx9/JCYmhqtXr1KmTBk+/fRTSpUqle9J2/OZoPkpolQquXDhghgxbceOHcydO5c2bdrQtWtXbt26VSS2AT6KOXPm0KRJE7p168bAgQMBMu39fZJERUWh1+sxmUyiN3tRJjo6mt27d6NUKmnYsCFHjhyhXr16/PHHHwC0bNmSKVOmAFCyZEm2bNlC69atWbRoERMnTuTtt9+mQoUKHD58OJM1wM7DMSe6d+9eKOckUTRp2rQpTZs2BWzaaZkyZQgPD+f111/n119/zRLg53F06NABQRCYOXMmv/32Gx07duTLL7+kZs2aT+sUCoUnFeEvIiIik9n/cV70/732uf0+li1bhpubW65//3alasaMGQwfPlwsr1q1KrNnz5aEf15wdHTEaDRy+PBh6tSpg4ODAzNnzmTcuHGMGDGCgQMH0q1bN3GCUNRo1KgRmzZtYsSIEWzbto169erRrVu3PPdjtVrR6/UA6HS6TB7rmzdvZuzYsVy7dk0se/j/oopKpeKVV17h2rVr+Pr68uuvv9K9e3fxXti4cSOjRo2icuXKXLt2Tbw+ZrMZf39/HB0d+euvv7IV/BIS+WX37t3s3bsXNzc3MdLj0aNHadCgQa77KFasGE2aNGH69OkEBQUxa9YsKlWq9BRHXUgUUPhzv62Li0uu1vy9vLxQKBRZtPy7d+9msQZkOZQgsGTJEgYNGpRrU/0vv/zCwoULad26daatwNWqVePy5cu56iM7XkrhD7aHfLNmzcT3a9asAWD79u1s374dBwcHZs+ezRtvvFEkI6h17dqV5s2b8++//9KgQYMcU8hmh9Fo5P3332fevHmZHN7c3d3x9fXl3r17xMXF0a5dOzIyMsTUzCVLluTy5ctUqFChyMab9/T0ZOXKlZnK7AF27MybNw+FQkGJEiXE1MAlSpRg0qRJtGnT5qWKgSBROISFhSGTyejZsydnz57F3d2dTz/9lL///jtP2v/ixYv5+++/GT58uBSlL5+o1Wpq167Nzp07xTw2ADt37nysQ/W+ffu4du1anrT1yMjIbIN5Wa3WTDFA8krRfEI/Bb7//nvRxAa2fdZvv/02JUuWZMOGDc9wZPnHxcWFJk2a5DoVrMVi4eOPP0aj0WTr6Z6QkEBCQgJjx45l/fr1BAYGEh0dLXon//vvvwQFBaFQKIiMjHzi5/OsaNOmDS1btuSdd95hwIAB9OzZE4vFws2bN8XkS2vWrKF///6S4Jd4Khw7doyKFSsSHR3NyZMnuXr1Krt27eKvv/7KUz8VKlTg3XfffaEEv93hryCvvDJ27FgWLVrEkiVLuHTpEmPGjCE8PFzUzD/88MNsd+ksXryY+vXrExwcnOtjValSJdsYAn/88UeBlmxeWs3/v9StW5f9+/dz6tQp3nvvPdHRKzo6mp49e2I0GoukBSC3GAwGmjdvztGjR8WyoUOHsnjxYsCWsvnQoUO0adOGjz76iF69erF+/XrGjBnDZ599RmJiIidOnGDEiBHExcXx0UcfvRDOfwA1atRg9OjRWWb1H374IRMnTpSS6kg8VUJDQ9mwYQOvv/66GKSrVq1aJCcnZ0n09DLyLLL69evXj7i4OKZMmUJUVBTBwcFs27ZN9N6PiorKEikxKSmJdevWMXfu3Dwda9KkSQwaNIjIyEisVivr16/nypUr/PLLL2zZsiXvg7/PMwnv+7wjCAKjRo3ihx9+EMvOnTuXp9laUeL27duZPF03b95Mx44dEQQBV1dXevXqxc8//yxqC9u2bWPKlCmZJgr/RafTievhLwKhoaFUq1aNjIwMihUrxnfffUfv3r2f9bBELBYLJpMp0zYgq9VKQkICGzdu5Pfff0etVvP777/nerKSnJzMpk2bcHV1xcvLi6pVq0q+DIXMpUuXaNWqFe7u7vzzzz80aNCAW7du0bt3b1atWpWn5bzCpDD3+feetwNVAfb5m9LTWDuy/XMt33bs2MHXX3/NyZMnsVqt1KpVi88++4x27drlu09J+OfAnTt3KF68OG+88QaRkZGsW7euyDoAPo5x48Yxa9YsnJ2dCQsLyxQ8pF27duzcuVN837lzZ7Zu3crIkSNp1aoVZrMZmUxG3759M/XZrFmzTHuKXwTMZjMnTpxgwoQJnDx5ku3bt2fyG8kL9p/dk4h1sXLlSnFXx4cffkiHDh2IiIjg/fffJyoqKlNde6KrR3H79m2GDBnCwYMHM4UNHTFiRKHlaJew7elu0aIFSUlJ7Nu3Dx8fn0z3y549e57b2CSFKfx7/fBXgYX/unc7vFTyDaQ1/xzx9/fH09OTsmXLsmPHjhdW8AN89dVXREVFiVnBzGYzq1at4uuvv+bcuXOZ6m7duhWwOb21adOGvn370qdPH/R6PSkpKYSGhrJs2TLWrl37LE7lqaJUKmnQoAE7duygYsWKfPHFF/nq548//sDV1RW5XM7gwYNJSkrKVz9Wq5U1a9bwxhtvUKVKFeRyOVOnTqV58+YsWrQoi+CPiIh4pOA3GAz07t2bwMBALl26xPTp01m1apUYwfDOnTv5GqdE3rl37x6tW7fm7Nmz/PTTT2IK6eDgYJRKJVWqVMkxQMzLht3sX5DX80yZMmWIi4vLUp6YmEiZMmXy3a8k/HNAEIQXfp3fjlarFaMCnjp1ilatWjFgwAA+/vjjbINWNGnShD179mSaJet0OpycnChXrhyDBw/OMd3ti4BOp8PLyytXWoIgCGzZsoUff/yRe/fuAbaQvSkpKYBtG8+rr76ar3HMnDmTfv36UblyZU6dOpXJ+Wvv3r2Z6rq6urJ58+ZH9rdo0SLWrVvH7NmzOXr0KAkJCfTv358dO3ZQuXJlKS5BIXH58mUaNGjAtWvX2Lt3r2hdio6O5vz585jNZoKDg7lx4wY//PDDU4vhUVR40YX/zZs3szhfg22yXhDHasnhLwfsGfQKMrMqSixevJhJkyYRGRmJt7e3aN6306NHD3r37k3r1q0fu5e1qGOxWFi9ejULFizAxcUFT09PVCoVpUqVwmq1olAoOH36tGhqt6PX6zly5AhXrlyhePHiqFQqpk6dKnrqjhw5kt27d1OjRg22bt1KxYoVxVwJkydPZvjw4RQvXjxXY0xLS+OXX37B0dGRffv2oVaradu2LXv27OH//u//qFevHkOHDqVy5cp8+umnLF68mHfeeYdly5axc+fObCcu9olu2bJlCQgI4MyZMwC8//77zJgxowBXVOJR3Lt3jzt37lCtWjW2b9/OwIEDKVasGLt37xbTPt++fVuMyT9z5ky++eYbVq9eDdgibeZ3Ainx/PJwBtYdO3Zk8tWxWCyZ7o98kZvsP4WRoel5Y/78+YJSqRTu3LnzrIfy1Dl+/LgACH379hV27twpmEwmISUlRejdu7fQuXNn4eTJk896iIXK5MmTBUBo0aKF0LlzZ6Fp06ZCvXr1BG9vb6FYsWKCr6+vUKtWLSEyMjJTu6pVqwqAIJPJxMx9NWvWFGbOnCl4eHgIbm5uQtOmTYWEhARh3rx5AiB88sknwtixYwWtVivodDrh3XffFa5cufLYMU6YMEHQaDTC3r17c3VOJpNJ6NWrl6BWqwWtViv89NNPWepYrVbB0dFR6N27t9imevXqglKpFPr16yeYzeZcHUsid+j1euH9998XnJycBEAICAgQAKFVq1ZCQkKCWC8jI0MoX768eE/t2LFDGD16tPh+3rx5z+4kcqAws/p1n7td6LNwf75f3edufy7lm0wmE2QymSCXy8X/7S+1Wi1UqFBB2Lx5c777lzT/HNBqtVgslqKZ3zqXCIJAbGysqEGsWbOG3377DYVCgZOTkxjS9mWjcuXKgM2vwf7/47h16xbnzp1jzJgxzJw5k5iYGKKjo6levToNGjQgPj6erl27snfvXurUqcPPP//Mp59+KvoNdO7cmZo1a/Lzzz+zcOFCNm7cSMeOHXM83p07d5DJZAQEBCAIAmazmaVLl7Jq1SrOnTuH0WikWLFivPnmm7z++uv4+fmxdu1abty4wZtvvsn48eMZOnRoJm9xmUzGpEmTmDBhArNnz2bMmDHs2rWL3r17s3r1alavXs2ff/5J165dC3B1JcAWH75Ro0aEhoYyfPhwMWJkz549admyZSbHvtu3bxMaGkq5cuW4du2a6IMxefJkevfunet79IXFPg0qSPvnEPs2ztKlS3P8+PEnHkNEEv45UK1aNQRBIDIyEn9//2c9nCfO4MGD+eWXX7KUvyhpeQuCPXDGhQsXHvtg3b9/P0OHDuX69euULFmSd999F4VCgb+/P/7+/kRFRXHjxg3AFqxj1qxZDB48mFatWuHi4kKXLl3YsmULW7du5cSJE8yZM4cBAwZw4MABUfjfunWLtWvXsnPnTtzd3alTpw4bNmwgIyODcuXKoVAo0Gq16PV6OnbsyKhRo9DpdJw9e5bPPvuMiRMnUrlyZQwGgxicqGbNmtlGYRw/fjxxcXGMHTsWi8XC6NGjmTBhgrhzo1u3bpw9e5Zq1ao9yUv+wmA0Glm+fDm7du1i2rRpOTpYfvLJJ4SGhrJp0ya6du36yN9diRIlcHZ25tq1a+h0OjZu3EhiYmKWHTYSLyZhYWFPpV9J+OfAzZs3AcR0mi8KFouF2NjYTIJ/5MiRTJs27YXe0ZAX7Nrw46w+d+7coVevXsjlchYtWkSvXr2y7KFPS0sjPj4egHXr1ok+AP/88w8LFy7kjz/+oG7duhw/fpyYmBgGDBgA2Bz2rFYrJ0+eFFNQ21m1alWm99999x3Jycl07NgxU+IgsCV52r59OwcOHMDFxQWZTEaVKlXo379/tgJHJpMxdepUpk+fzvvvv09aWlqmUKR+fn7SfZID58+fp3///ly4cAGAixcvMnjwYO7du0e/fv2oVasWx44dY9y4cRw8eJBOnTrRpUuXx0647Ttphg8fzs8//0xMTAyDBg0qjFMqEjyLID+FTVpaGvv27SM8PByj0Zjps1GjRuWrT0n450CbNm0oVaoUP/74Iw0bNnzWw3kiHDp0iCZNmojvd+zYUaAgES8qn3/+OY6OjrRp0+aR9ZYuXUpsbCwxMTHiVqz/8vB2LAcHBwDkcjlt2rShTZs2bNmyJZMZvUaNGrRu3Zpvv/2W6dOn89prr4mfzZkzBxcXF958803q1KnDggULKFu2LO7u7jmO0dPTk4EDB2ZxTnwUSUlJFC9eHC8vL1599VXc3NzEz/bt2/fSOMHmllOnTjFy5EjOnz+fSdM/f/48kyZNQq/XM2PGDE6dOsWYMWMICQlh4cKFDBs2LFeWNqVSiUwmo0KFCgBZtnC+7Aj5DNH7cPvnmdOnT9OpUyf0ej1paWl4eHgQGxuLg4MDPj4++Rb+0la/HHB1dWXQoEGsXLlSXBMvyhgMhkyCv3nz5pLgz4Ho6GjMZvNj97XbrScPB8L5LyqViv/97380atSIzz//HLBphG+99RZjx47lxx9/FOu2atWK06dP88033zBmzBg++eQTMWkSQPny5cWJaIcOHahTp84jBX9+Wb16NZGRkSxfvpzy5cvj5OTErl27AFviK4nMfPPNNxw5coQSJUqwa9cu0QN73rx5JCUl0bx5cwCuX7/Om2++CcCmTZty1bfZbObDDz9EqVSyfv16HB0ds40ZL/HiMmbMGLp27Up8fDw6nY4jR45w69YtateunSXpWF6QhP8jmDRpEi1btmTQoEFFfrb9Xw1j3bp1z2gkzz9z5szBYDAwZMgQZs+ezb///gvYHsQmk4nExETatm3L1atX+fbbbylRogQmk4nw8HDOnj3L4cOH+fvvv/nss8/48ssvqV27NsWLF2fq1Kl88sknLFu2jJ9//pnZs2eL2ykbNmyYKZLizJkzCQgI4LvvvhPL9uzZg7u7O2XLlmXRokXcu3dP1FpMJlMmDSYxMTHfGb/q1KkDIIZ1DgsLE52NcpuG9GXiiy++wMvLi0uXLlG7dm1xyXDx4sXI5XIxbW6fPn0AW3jsrVu3smjRohz7XLduHWPHjqVRo0bMnz+fadOmcfXqVcaOHYufn99TP6eixIu+z//MmTOMGzcOhUKBQqHAYDBQokQJZsyYwUcffZTvfiWz/yNQKBT8/vvvVKhQgY8++oilS5c+6yHlG7VazY4dO2jfvj19+/bNFMJXIjN2U/3Jkyc5efIkWq2WAQMG8Pvvv5ORkQHYMibOmzcPg8FA1apVuXDhQhbzobe3N2lpaej1eipVqsTly5c5evQo69ev55NPPuH333/n+vXrFCtWTEwkZUehUDBy5EgmTpwovv/kk09wdXVl3759VKpUCR8fH0qXLk1QUBDbtm3D09OT9957j8TERH744QfMZjNly5bl2rVreTr/2rVrs337dpYuXcpbb72V6TPpvslK2bJlCQ8P5+OPP+aff/4RrTWnTp0iJSWFH3/8kaZNmzJw4EA++eQToqKi6NatG7/++ivDhw/P0t/du3fp378/ZrOZChUqEBISgqenJ+PHj6ds2bKFfXrPPS+62V+lUonKm6+vL+Hh4QQFBeHq6poleVBekIT/Y/Dy8uKbb75h6NChVKpUSXwYF0Xatm1LQEDACx+kp6DodDoSExNJSUlBrVbj6+srTvx0Oh1BQUFERUUxcuRI5HI5/fv3Z9SoUQQEBODp6YlarSY9PZ369etjMBjQ6/V4enrSrFkzDhw4QNu2benRowdffPEFR44cEX0B/su4cePw8fFhzZo1bN++HTc3N8qVK8e3337L4cOHOXnyJBs2bODUqVOMGDGCu3fvMnXq1EzLENevX8/XNejQoQMdOnTg66+/5vr162JIWeneyR6dTkfLli358ccf8fT0ZPHixTRp0kR0ALXnfe/fvz+pqamYTCYxMt+9e/eYMGECp0+f5tq1ayiVSpydnTl06BBlypRBrVYza9YsBEHI4tAp8eJTs2ZNTpw4QYUKFWjZsiWfffYZsbGxrFixgqpVq+a7XymxTy4ZP3483377LR999BG9e/cuUB7lZ8GaNWuYPn06p06dYtOmTXTr1u1ZD6lI8OOPP/J///d/dOzYUfQFuHjxIkFBQYwbN45GjRqJjliPQhAEXnvtNVatWkVycnKePOZPnz5NrVq1MpVZrdYsSzn/3b7Zrl070tPT2b9/f66PJZF/ypcvL4bkta/zP4xSqcRisaDT6UhPT2fmzJmUKlWKCRMmZNnOtWDBAnbt2kVERAT37t0jLCyMdu3asW3btuc2k9/DFGZiny4ztxY4sc+W9zs/t/LtxIkTpKSk0LJlS+7du8fgwYM5ePAg5cqVY+nSpfmeEErCP5ckJibSr18/Dh8+TEpKCu3atWPlypVPPPDCkyYsLIzevXtz6tQpOnbsyDvvvEOXLl2e9bCee0JDQ5k2bRrLli1j2LBh/PTTT+JndsGbl5gIaWlposCPiorK87qtIAgcPXoUg8FApUqVstXAQ0NDmTx5MvXq1aNJkybUr1+fTz/9lEmTJuXpWBL5Y//+/bz11lu4ublx5MiRLJ+/9tprnD9/nm7duok7PXJy2PL29kan09G2bVucnZ3p0KEDrVu3RqksGsbawhT+nacXXPhvnfj8Cv+nhST880haWhrfffcd33zzDcHBwc912trNmzczYsQIwObE1rt3bymITy44ffo0zZs3x8nJiQkTJvDOO+88EUe3BQsW8N5774nbtooXL06HDh0YMGAAxYoVy1Q3JCSEGTNmEB8fL1oZcmNhsPP666+zc+dObt68iUajKfDYJXLH5s2b6datG+vWraNnz5451hs7diyzZ8/O9rMWLVrg7OzMkiVLnnvlIicKU/h3mr4FlbYAwj8jjW0Tu7x08k0S/vlkzZo19OvXj9OnT3PixAnu3r3LK6+8QpUqVZ710ACbp/GwYcPo2LEjP/zwg7Q3Ow/06dOHM2fOcPr06Sce0ObOnTts3LiRM2fOEBkZye7du3F1deXChQvig/706dPUqVOHqlWris58ycnJVKtWjTZt2lC+fHnq1KlDrVq1kMlk7N27l9u3b1OjRg2qVKlCcnIyxYoV44MPPpC0/kJGEAR69erF7t27OXbsGBUrVsy23vXr1ylXrpz4vkePHrRr146ePXvmGDOiKCEJ/ydHzZo1cwzIpdVqKVeuHEOGDKFly5Z56lcS/vnEbDZTsWJFKlSowN9//y3GYQ4JCXnqQYEEQSApKQm1Wi0e92EhZTKZ8PDwoE+fPixevFjS9vNASkoKHh4eTJ06lfHjxz/144WHh1O5cmXRQbBHjx7ExsYyY8YMMbR0TEwMf/zxB3/99Zd4r1ksFnx9ffH09OTixYtifw4ODuj1esA2iahRo0a+xiUIgnTf5JMTJ05Qt25dZs6c+ch7qGPHjvz1119UrFiRixcvZhtuuahSmMK/47SCC//tHzy/wv/DDz9kwYIFVK1alXr16iEIAidOnODff/9lyJAhXLx4kd27d7N+/XpeeeWVXPdbNBaQnkOUSiXffPONaNpr2LAhZ86cYdGiRU9M+BuNRg4ePEhoaCjly5dHpVLRpEkTGjZsyNGjR8V6Go2GQYMGER8fT7NmzXjjjTdITU2lSZMm0gM8j+h0OhQKRaE9iEuWLMmFCxfYuXMn27dv59NPP8VgMFClShW8vb0B2/aed999l3fffRewTe5CQkLYsmULt27d4ptvvqFBgwb83//9HwkJCfj7+9OvX798eQKHhYUxbNgwTp48Sbly5ViwYAF169Z9ouf8omNPiPU4q9HChQtZvHgxb7/99gsl+AudFzSxj53Y2FjGjRvHp59+mqn8yy+/5NatW/z9999MmjSJL774Ik/CX9L8C4AgCLRt25bdu3dnKt+/fz9NmzYtUN9Xrlyhd+/enD9/PlN5jRo1xDzry5cvR6FQ8O+//zJjxgxKly5NWFgYc+bMYc2aNWg0Gnbv3i1NAHJJamoq48aNY+HChaxfv17cnlWYREdHc+DAATp16oSjY960mZYtW7J3716uX79O2bJlGT16dI7ryjmxYcMGevbsibOzMykpKdSrV48jR45I91AeiIyMJCAggKFDhz4ykM+LTKFq/lOfgOb/4fOr+bu6uoqT8Ye5du0atWvXJikpicuXL1O3bl1SUlJy3a803SwAMpmM9evXZ9GMBg4cyN9//52vPg0GA2+++SZBQUFkZGRw+PBhDAYD586dY8OGDVSoUIFu3bqxc+dOXn/9dV577TWmT59OcnIyN27cYMCAAXz11VeMGzeOPXv2cPDgwSdxqi80CQkJTJkyhUaNGvHrr7+yYMGCZyL4wZY4p0+fPnkW/GCLCwCIgWB+/vnnPPfRrFkzNBoNEydOZO/evRw7dozp06dnSSYikTP2qI2SxaRwsAf5KcjreUar1WYJAga2JWatVgvYdiDl1bFXMvsXELVazenTpwFwdHQkLS2N8PBw2rdvzz///JNnJ4xZs2bx66+/8t133/Hmm2+KAWCCg4MJDg6me/fu2bZzdnYGwN/fH5PJRLt27XBxcWH79u34+fmRnJyMv79/Fq/ylx2z2UybNm24evUq9erVY8WKFUU2kMp/t3CmpaWxZ8+ePN2Dnp6eDBkyhM8++4xffvmFMWPG8OGHH/L999/zyy+/0KpVK0JCQjhw4ABt2rQRQwFL2AgJCWHEiBG0bduW/v37P+vhvBS86Fn93nvvPUaMGMHJkyepW7cuMpmMY8eOsWjRIjG8744dO/Ice0Yy+z8BZsyYkSnyn5OTE15eXkRGRrJs2TJeffXVXPc1ZMgQLl++nO0+4dxw6dIlqlWrxqeffsrNmzcJCQnhypUr4ucREREEBATkq+8XjbS0NAYPHsyGDRs4cuTIC6GpXbhwgeDgYGbMmMGOHTs4f/48V65cyZJq+FGkpaUxYMAANm/ezGeffUZwcDA//vgj//zzDx4eHmKKYrClm9XpdE/jVIocRqORGjVq4OLi8v/tnWd4FFUXgN/tu+mNFAgJHQKh996kiYCggqggCoKISLWgfDZUFLCgAiKgSJOiIkWkI70JSMdQkwCBEEhPts/3Y7NDlmYaCSH39dkHMztz58zs7px76mXnzp3FohnP/aIw3f6dPl6Vb7f/une6PdD6beHChXz77bfys7xq1aoMHz5c1i2ZmZly9n9OEcq/gIiNjWXUqFHygjnvv/8+77//PtWqVePPP/+UV/r6L4YOHcrixYtJTEzMsyzjxo1j0qRJqNVqIiMjKVWqFMeOHePSpUskJCSI/uxZfPTRR3z00Uf8+OOP9O3bt6jFKTD69OnD1q1b2bhxIw0bNqRXr14sXLgwV2NYLBa5t0FISAixsbGsW7eOxYsXM3/+fHm/kJAQIiMjqVevHhEREQQEBHD16lWMRiNms5mrV6+Snp7O2LFjCQsLK9DrfNAYP348n376KWvXriUmJobnnnuuxC6EVJjKv+NHK/Ot/NeP717i9JtQ/gWMn5+frLg/+OADvvvuOwwGA1u2bMnRw69BgwaEhoby+++/51kGi8VCjx49+PPPP/n222+5dOkSEydOZMqUKXJcuKSTkpJCs2bNCA0NZe3atUUtToFy+fJlqlatymOPPUaDBg0YO3Yse/fupVGjRrkap3z58vIKdVu3buXGjRu8+uqrXLp0CYDHH3+cGjVqcOTIEQ4fPuyyyIhGo0Gj0RAUFERqaiqenp4cPnxYDk89TEiSxE8//cQLL7zAG2+8weLFi4mJieGrr75ixIgRRS1ekVCoyn9CASj//z3Yyj8pKYlffvmFc+fOMXbsWPz8/Dh48CBBQUGUKVMmT2OKhL8CZsKECfL/v/feeyxevBibzUa9evU4ePDgPY+12+0cOnSIjh075kuGzMxMZs6cydmzZxk2bJhcMrZly5Z8jfuwIEkSffr0ISYmhrfeequoxSlwSpcuzddff83ixYvx8/MjNDSUli1byoloOeXIkSNyc6jWrVvTs2dPvL29uXz5Mj179mTVqlVs3LiRbt26ER0dTWpqKrGxsZjNZsxmM+np6Zw7d47du3cTExNDu3btXEpUHwYuXrzIE088wQsvvMCAAQOIjY2VJ0H169cvYukEDwNHjhyhSpUqfPbZZ0yePJmkpCTAUZkzbty4PI9b5Mo/JSWlqEUoUIYNG8a5c+fkzMsjR45w4MABKlSoQNeuXWWr6U6kpqZit9vx8/PL9XltNhvvvPMOCoUCb29vwsLCqFixIs2bN0ehUPDcc88VStOa4sC+fftYu3Ytc+bMoU2bNkUtzn2hXbt2gCMR6Pjx47Rq1YrXXnsNi8WS4zE8PT05c+YMW7du5cSJE/J3OSQkhMWLFzNt2jQCAgIYPHgwX331FR4eHoSGhqLRaFzGqVSpEqtXrwagSZMmLosPFSTOBNsPP/zwvmZw//HHH4wcOZI+ffpQrVo1du3axbJly/jxxx/Zv38/4FgWulmzZvdNBsFNnAl/+Xk9yIwePZoBAwZw+vRpl5h+ly5d8rVoV5G6/deuXcubb77JuHHjqFChgpzJ+DCwdetW1q5dy//+9z/c3NyIj4+nVq1aPProo/zwww93PCYmJobw8HAWLlx4zyTB9PR0Dh48SHp6OkqlkkceeYSePXuycuXKe8o0evRoJk6cWGLjkOCw+jt16sTevXuJjY19YN18BcGUKVN48803GTJkCJ07d6ZHjx6cPXu2QFs9S5JEYGAgqampZGRk3LNZjclkkh9ezhIr57MlL2RmZrJixQr27NnDggULuH79uvzeypUr6datW57Gdco6b948UlNTeeSRR9Bqtezdu5dly5bJHpQ2bdrQuHFjxo0bJ1/DiBEj+Prrr5k4ceJD6VXKKYXp9n/kgxX5dvtvfK/HA+v29/b25uDBg1SsWFEOn1WoUIHo6GiqVq2K0WjM07hFavnXr1+f1q1bM2fOHBo3boy3tzeffvppUYpUYLRu3ZqJEyfKpXqBgYE8+uijzJ07V26/eitly5alefPmTJ8+/a7jvv322/j5+dGqVSu6dOlCp06d+P3336lbty56vZ558+Zx9epV5s+fz/Dhw11Wj/viiy/Q6XTUq1fPpQKgJJGSksKGDRt47rnnHsgfekEyduxYBg4cyLx58+S44N9//11g40uSxMyZM7lx4wajR4/+zy51Op2O0aNHA46FhypXroyPj89ty9nmlEWLFtG3b18WL16MxWIhMjKSX3/9lapVq8qJt3nhwIED1KtXj5dffpkxY8ZQu3ZtIiIiGDBgANevX2fatGmcOHGCLVu28Omnn7pMXj7++GO++eabEhvrLxKkAng9wOj1+jt6yP/99185pJsnpByQnJwsAVJycnJOds81ycnJ0hdffCF5e3tLKpVK6tevn2Q0Gu/LuYqSMmXKSIBkt9vvus+8efMkQFq8ePFt75lMJkmhUEj9+/eXjhw5IvXr108CpL///vuu49ntdunLL7+841d++PDh0muvvSb17dtXmjhxonT06NECuc4HGbvdLrVp00by9vaW0tLSilqc+877778vAZLVapW6desm6XQ6afbs2QUy9ueffy4BUqdOnSSLxZKjY+x2uzRp0iSpatWqUvPmzSVAWrJkSa7Oa7PZpOXLl0sRERFS6dKlb/s9ffbZZ5JCoZA+/fRTyWQy5Wrs48ePS97e3lL9+vWlw4cPS0OHDpUASa1WSydPnszVWCWZ+60zsp/jkfdXSF0+3Zjn1yPvr7jvsuaHl156SXr88ccls9kseXh4SOfOnZOio6OlunXrSiNGjMjzuA+E8neybt06WTEtXLjwvp6rKJg2bZoESCNGjJCuX79+x33sdrvUq1cvKSQkRNq/f79kt9slu90unTlzRho3bpwESHv27JEkSZJKly4tNWnSJEfnbty4sQRINWrUkMLDw6VGjRrJ97pKlSqSQqGQACksLEyKi4uTrFarZLPZCuzaHyR+/fVXSalUSrGxsUUtyn1n6dKlEiDFxMRISUlJ0gsvvCAB0v79+/M17tWrVyW9Xi9VqFBBSkpKytMYmZmZEiDNmzcvx8dYLBapV69eEiC1bNlSOnbs2G372Gw26dFHH8312JIkST179pSqVKkiJScnS19//bXLZDmnzyTnb7YkU6jK/70VUueJG/P8euS9B1v5JycnS82bN5d8fHwklUollS1bVtJoNFKrVq3yZcAUecJfdho3biy72/ITr3tQGTp0KBMnTpTDHFOmTHFZkQ0cLYOnTJmCzWajYcOGBAQE4O3tTaVKlZg0aRJjx46lUaNGvPfee1y+fDlHCzn8+OOPcpZ106ZNmTt3Lvv27ZPfj4qKknMtYmJi6NOnD2q1GpVKxYcffliAd+DBoGLFimi1WqKjo4talPtOhw4d0Ol09OnTh8zMTGbNmkWZMmWYNGlSnpPi9u3bR7169TAajTz33HN5jtnrdDpKlSpFVFRUjvZ3nm/lypX89ttvbNu27Y5LaCuVSlasWEHdunX57LPPsNlsOZbJy8uL69evk5qa6pKc26xZsxx17Pvnn38wGAwolUpefPHFHJ9XkHekh7y9r5eXFzt27ODXX3/l008/5dVXX2XNmjVs3bo1T23AnTxQyt+5gMGMGTMeynpghULBW2+9xd69e6lSpQpvvfUW9erV4+233+by5cvyfs766p9//pnWrVszbtw4Vq9ezfXr15k8eTIKhULu2T9o0KD/PG/2L8jcuXOpWLHibU2H7HY7AwYM4JlnnqFPnz4uMj9s6HQ6uQnNw46Pjw9r1qzhzJkzvP7666hUKj777DOWLVvGu+++m6uxTp8+zWuvvUbjxo25evUqW7Zs4YMPPsizbAqFgubNm7Nz587/3PfEiRM0adKEFStWsGTJkv9ce8G56ubx48c5duwYkiRx6tSp/zzP559/jk6no3///rz66quMHz+eGTNm8Pvvv+do5b2FCxdiMpkAx6Q7NxMPQfFi+vTplC9fHr1eT/369dm+ffs99zeZTLzzzjuEh4ej0+moWLHiXZO/nVitVtRqNceOHaNdu3aMHTuWN954g0ceeSTf8j9Qyr+kUL16df744w9SUlIYNWoUU6dOJTQ0lFq1ajFr1iyuXr1KRkYGaWlp9O7dm+HDh9O1a1fZwrLb7aSlpVGuXDm8vLw4deoUhw8flus/b6V3795cu3aNQ4cOkZKSQtmyZTl//jySJGG321m3bh2pqan8+OOPLFy4kFdeeUWeEd+6jOTDwJ9//olSqczTkrfFkXbt2vHuu++yaNEiLl++zLPPPssrr7zCp59+es/SUyd//fUXERERVKlShW+++YZmzZqRlJRUIGWSjRs35u+//76rkjQajaxfv562bdsSExPD7t275WW0/wvnxPXSpUs89thjREREsHz58nse4+/vz/z589myZQuvv/46Y8eO5eWXX85RYpXZbGbKlClUrVqV9957D4VCQXp6eo5kFeSDIkj4W7JkCSNHjuSdd97h0KFDtGzZki5durg0urqV3r17s2nTJubMmcO///7Lzz//TLVq1e55HrVaTXh4+P2ZROY05sADHBMp7iQlJUk//fST1KNHDwmQFAqFpNFo5Dh8mTJlpAMHDsj779q1645fYa1WK7377ruS2Wwuwqt58OnTp49Uvnz5ohajUElISJA0Go3Uq1cvKSkpSfr7778lQPrzzz/vekxmZqb0xx9/SN7e3lKVKlWkn3/+WUpISCjQePb27dslQPrtt9/u+H7btm0lQKpevbq0Y8eOXI39ww8/yL+NoKAgCZC6deuWo2MXLVokeXl5SV27ds3x9Z4+fVoCJKVSKQFSr169ciXvw0Rhxvzbjf9d6vjRhjy/2o3/PdeyNmrUSHr55ZddtlWrVk1666237rj/n3/+KXl7e9811+te/PDDD1KXLl3ydOy9EKv6PQB4e3vTv39/+vfvz9WrV1m1ahUZGRn07duXlJQU+vbtS7t27fjtt99o164djRs3ZurUqRiNRvz8/PDy8sLPz49Vq1bx4YcfUqlSJfr161fUl/VAMmnSJJYsWcK3335b1KIUKv7+/ixZsoTnn3+e2rVr8/LLLwMOV37nzp1d9jUajYwbN47vv/+ejIwMatasyQ8//HBfVvBr3rw5jz32GK+88godOnTAw8NDfi8tLY0tW7bw9ttv89FHH+U6BPX8889Trlw5oqKi6N27N++//z5r1qzJ0bF9+/ZFo9Hw1FNPceTIkRyt9Ogsq7Xb7YAjvyY2NpayZcvmSm5B0XBrOZ1Op7vjMrlms5kDBw7c1sehY8eOd1x6Fxx9Jxo0aMCkSZOYP38+7u7udO/enQkTJvznwlhff/01Z86coXTp0oSHh98W5/+vzrF3Qyj/B4ygoCCXOH6pUqXYuHEjvXr1on379vj5+dG9e3d69+6N1WqladOmBAQEAI51Bb7++mt8fHyKSPoHn8jISMARSytp9OzZk7p16/L000/L/TQOHDgAwOHDhzl69Ci//PILK1asQKvVMm7cOJ588klq1Khx33I/FAoFX375JZUrV2bTpk0uCazu7u74+fnh5uaWp/MrlUratm0rL2ncrFkzvv76a6Kjozl37hwxMTH06tXrrvlFXbt2RavVsnXr1hwpfw8PD7p168aqVasAeP3113n99deZPHmy6K55P7FLjld+jofbJmnvvfce77///m27JyQkYLPZCAoKctkeFBTElStX7niKc+fOsWPHDvR6PcuXLychIYFXXnmFGzdu/Gfc/27LuOcXofyLAV5eXqxbt47ff/+dAwcOMH/+fObOnSu/b7fbUSgUHD58GLjZ2jUnZGZmsm/fPpo1a3ZbW9aHkUcffZQqVapw5MiRohalSChXrhzr16+nffv2/P333/z000/ExcWxfv16wFEJ8fHHH9OjR487ZtLfDypVqkRwcDB79uxxUf4KhQJfX1+uXbtWIOfp1KkT3t7eTJw4kZkzZwIOT9CqVavu2PXQYDBQpUqVHCUKOqlUqdJt215//XXKlClDnz59cpQ0KMgd+W3R6zz21o6fd7L6s3PrhFSSpLtOUp3P6IULF8q5W1988QVPPvkk06ZNu6f1/9577+XkMnKN+CYWE1QqFU888QSffPIJMTExHDp0SHYzvv/++0iSxLlz59BoNDl6wBiNRk6cOEHz5s1p06YNWq2WsLCwHGVeF3ciIyNZu3Ytp0+fLmpRigQvLy+51z44FqcZP348KSkpnDlzhkGDBpGSksJ7771H9erV+euvv+67TF27dmXOnDkuSavHjh3j7NmztGzZskDO4ePjQ0REhEt57enTp6levTrHjx+/bX9JkkhKSsrxWhtWq5VRo0YBoNVqGThwoDyBeuaZZx661SMfNry8vFxed1P+AQEBqFSq26z8+Pj427wBTkJCQihTpoxLWWxERASSJHHx4sWCu4hcIJR/MUShUFCnTh3i4uKYMGECH374IYMHD+bo0aOUKlXqnrPIGzdu0KtXLwwGAzVq1ODQoUPye7GxsbRo0YI+ffqwceNGNm7ciN1uZ/Xq1cyZM4fnn3+et99+m6+++qoQrvL+MW7cONLS0qhduzYLFiwoanGKhOwPtu+//56KFSvy2Wef0aBBA0JCQmjWrBmffPIJJ0+ezJXlm1fef/99TCaTS/mhs/y1YcOGBXae0qVLs337dvR6PUlJSSQlJRESEsJrr73GuXPn5P0uXLhAr169uHjxYo7P37FjRxo0aEB8fDxms5k5c+a4TCpmzZpVYNchyEYhr+yj1WqpX78+GzZscNm+YcOGuy7m1Lx5cy5fvkxaWpq8LSoqCqVSSWho6D3P5+vri5+f320vf39/ypQpQ+vWrfnxxx9zdQ0glH+x55133gFg9uzZmM1mLl++zOLFi+X3L126REJCgvz35MmT2bBhA4MGDWLWrFl89NFH8nvHjh1jxIgRLF26lA4dOtChQweCg4Pp1q0bgwYNYt68eUycOFG2boorDRo04MKFC3Tq1ImXXnpJXomtJOHj40N0dDTBwcG0aNGCF198kR9++IEKFSrw3XffceDAAXnFsLCwsPsuT2hoKMOGDWP+/PmYTCasVquc+5J9wZ78kpycDDjiqN7e3ri5uTF16lS2bdtGxYoVmTRpEhs3bqR69ers3buXX3/9NUeNtFavXs2WLVuIj48nICCAiIiI2/bp1KlTgV2H4CYS+dT9eTjn6NGjmT17Nj/88AMnT55k1KhRxMTEyIm048aNo3///vL+zzzzDP7+/rzwwgucOHGCbdu28frrr/Piiy/+Z8Lfu+++i1KppGvXrnzwwQe8//77dO3aFaVSybBhw6hSpQpDhw7N/eQyJyUBotTvwcbZ9tf5atmypdS+fXupf//+8rYmTZpIs2fPlgCpe/fu8rEvvfSSyzabzSZFRUVJZ8+elVauXCm98MIL0jfffCNdu3ZNqlixoqRQKCQ3NzcpJSWlqC63wLhy5YpUv359ydPTUzp9+nRRi1MkxMfHS5s2bZISExNve+/DDz+UvLy8cty3P78cPXpUAqSVK1e6fHcB6ezZswVyjtq1a0uA5OXlJSUkJMjbExIS5HJAnU4ndenSRUpNTc3RmAsWLJDl3LRpkyRJkvTjjz/K255++mn5/+Pi4grkOh50CrPUr82bv0mPvLsuz682b/6WJ1mnTZsmhYeHS1qtVqpXr560detW+b3nn39eat26tcv+J0+elB555BHJYDBIoaGh0ujRo6WMjIz/PE+vXr2kGTNm3Lb9u+++k8tJv/76aykyMjJX8hfpkr6CguPEiRO88cYb/PHHHyiVSux2O25ubvIKgl5eXnh6elKhQgVmz55NlSpVADh+/DivvfYab7zxRo4skz179tC0aVN0Oh3ff/+9y+y2OJKamkqlSpXo378/kydPLmpxHhhsNhuVK1emefPmzJ8/v1DOKUkSjRs3lj0x5cuX5/z58yiVSrp06eKSp5AXbl0+eMKECYwfP17++/XXX2fKlCkMHTqUL774wmXt9LthNBply23Dhg1y57Xo6Gjat2/P2bNnXfZfsmQJvXv3ztd1FAcKc0nfNm/+hlqX9za3VlM6f33W64HVbx4eHvzzzz+3JZOeOXOGOnXqkJaWxtmzZ6lVq1aumkoJt/9DQvXq1Zk7dy7PPfec3KvaqfgDAwNRqVT89NNPbNy4UVb8ADVq1GDTpk05dkk2btyYtWvX0rNnT55//nm+/vrrgr+YQsTT05NHH32UOXPmsHbt2ge+z3dh8csvv3D+/PlCXZpWoVCwYsUK6tSpwxNPPMHYsWNRKpVMnTqVP/74gxs3buRr/Fvdq7/88oscBgDHcryHDh1i+vTpOVL84GjZOmrUKI4dO+bScrVv374uiv/nn38G4OTJk/m5BMEdkB7y3v7OHi63smrVKjkZNT09Pdct8UWp30NEQEAA8+fPZ/78+Xz44YfMmjWLyZMnU7t2bfr378+iRYto3759vs6hUCjo1KkTHTt25NKlS4wYMQIPDw+6du3KuXPnqFixIoGBgQV0RYXDl19+yYULF+jSpQu9e/dm7ty5/xmHy87p06fZtm0bsbGx2O12IiIi6Nu3732U+P5isVj44IMP5AS2wiQkJEROQl2/fj12u132BCQkJOQ48/5OaDQarl+/zpQpU5g4cSKHDx+mdOnSLFiwgJ49e6LVaqlTp06Ox7NarXTs2JF9+/bh7e3tUhqp0+lkDxwgfx8edEVTLMlji16X4x9g/ve//zF06FC2bNlCo0aNUCgU7Nu3jzVr1vDdd98BDq9T69atczWucPuXEJ588kmioqIKtL796tWrjB49mkWLFrlsr1u3LoMHD2bIkCHFZmEgSZJYtGgRAwcOJCwsjF9//VXu/Z+ZmcmJEye4dOkSpUuXpnLlynh4ePDTTz8xY8YM/v77b5RKJUFBQahUKi5evFisG7t89dVXjBkzhgMHDuRKGRY0ZrOZunXrcuLECZ544gmWLl2a6zr5pKQkxo0bh1arpXz58jz11FP4+/tTpUoVKlSogKenJ6tXr2bRokW5mrBdu3aNAQMGsH79eqpVq8axY8do1qwZc+fOpXLlyqSlpaFSqdi4cSPdu3eXj7t48SJlypTJ1TUURwrT7d/69V/z7fbfOvmJB1q/7dy5k2+//ZZ///0XSZKoVq0aw4cPv2t1QU4Qyr+E8Oyzz3L48GGOHTtWoONKksT+/fs5efIkFSpUICYmhuXLl/Prr7/Ss2dPfvnll2LV2OTUqVP07duX06dPM3jwYIxGI4sWLXJxDyuVSry9vUlMTKRbt248//zzdOrUSW5NO3z4cObNm8fUqVM5efIkmzdvZuTIkTz77LNFdVk55siRIzRu3JiBAwc+EC2Qk5KSMJvNefYmHT16lFq1agGg1+sJDg5m165d9O/fnytXrnDkyBGeffZZ1q5dy9WrV3PU6OrMmTO0atUKk8nEzz//TMuWLXFzcwMcK/kNGDDAZf9jx47x008/MXLkyBKh+KFwlX+rsb/kW/lvm/JkidNvQvmXEBo1asT+/fuxWCyo1fc/2vPDDz8wcOBAhg4dyvTp0+/7+QqStLQ0JkyYwOzZszEYDPTr14+ePXsSFhbGuXPnOHbsGLGxsfTq1Yu6devedvyNGzdo0aIFJ0+elH83er2e9evXF1jDmvtBfHw8TZo0wcvLi927d+cq9PGgIkkSr776KjNmzGDUqFEsWbIErVbLkCFDeOutt+Qlf/v06cO1a9fkVtl3Iz4+nmbNmsnLagcFBfHpp58ybtw4IiMjOXjwYInolPlfFKryH1MAyv/zB1f537rmgBOFQoFOp0Or1eZpXKH8SwBbtmyhXbt2tGrVir/++qvQXPEjR45kzpw5XLt2LccJVA8LFouF69evExgYSHx8PB07dkSn0z2wPQXi4+N57LHHiI2NZe/evYVS219Y2O12Xn/9db744gsmTJjA4sWLiY6OJiAgAB8fH8aNG0efPn3Yv3//XXMcDh8+zGuvvcaBAwfw8PBg9+7dlC9fHnD0dK9ZsyYbN24szMt6oBHKv+BQKpX3fGaHhoYyYMAA3nvvvVx5WYuPP1aQJ5KTk2nXrh0hISHMnTu3UGPwQ4YMIS0tjTfffLPQzvmgoNFoCA4ORqlUEhwcTMWKFW9bjetBYdOmTTRo0ICYmBj++OOPh0rxg+Ph+fnnn9O3b18++OADnn/+eapWrcrFixc5fPgwQ4YMARyJVbeyfPlyOnbsyIsvvsixY8d4//33XRQ/wIABA9i0aRNRUVHA7Ul9ly5dYtOmTQDMmTOHvn37PrCTwGLJHRc4z+XrAWbu3LmULl2at99+m99//53ly5fz9ttvU6ZMGWbMmMHgwYP5+uuv5cW6coqw/B9ioqKi6NixI9HR0UVWX1y/fn0OHjyIyWTKs3uquCNJEm5ubvTt2/c/V/AqTCwWC2PGjOGbb76hTZs2zJs376FeftZsNjN06FAWLVrEoUOH+OOPP1i2bBl79+4FHBM2s9ks75+SkkJQUBClSpVCq9UyefJkevbsedu4mzdvlqtoli5dypAhQwgKCiIsLIzw8HC581pycjJVq1blypUrhIWFER0dXQhXXTQUpuXfctQvqHVueR7Haspg+5cPruXfvn17hgwZctvze+nSpcycOZNNmzYxf/58Pv7441y14haW/0PMZ599RnR0NAsXLiwSxZ+UlCTXOi9atCjfddrFlczMTIxGo5x49iBgNpvp1q0b3333HV9//TWbNm16qBU/OHqyf/bZZ1gsFn7++WfGjBnD9u3bqV+/Pjqdjk8++cRl/+joaIxGIz///DNnzpy5o+IH5AldYGAgvXv3JjExkVOnTrF+/XpZ8b/wwgt4eXnh7+8P4NJy22q1cuHCBbksUCDIzu7du++YW1S3bl12794NQIsWLYiJicnVuEL5P6RER0czb948xowZwzPPPFMkMnh4eNC2bVu0Wi0vvPAC/v7+tGjRgsmTJ8uLtpQEnA1eunXrVsSS3GTgwIFs2bKFP//8k+HDhxerioz8EBAQwBtvvMGHH37ITz/9hEaj4bvvvsNkMnH+/HmXfUuXLg0gL5V9J5xLYr/44ou8/vrr8vbsFuTixYvlSYCzfLRRo0ZcvHiRxx9/nKpVq1K+fHmCg4OZNGlSgV1ricFeAK8HmNDQUObMmXPb9jlz5sgT9uvXr+Pr65urcUvGL74E8ssvv2C1WnnhhReKTAa1Ws3y5csxmUxUr14dd3d3SpUqxbvvvkvZsmV5++23i0y2wiQ6OhqtVvtAuBTtdjuTJ09mwYIFfPfdd/lu+lQc+fjjj+nbty9vvvkmaWlpVKpUiRo1ajB9+nT+/vtveT9/f3+eeeYZRo4cya5du+441nPPPUdMTAy9evVi5cqV8nZnhrZer6d3796oVCoAZsyYQZs2bXjvvfeIiYlhxYoVnDt3js6dO+Pm5sY777yD1WolOjqaoUOH0qFDB9566y1iY2Pv4x0p3jzsHf6mTJnCl19+Se3atRk0aBAvvfQSderU4auvvuLzzz8HYP/+/fTp0ydX4wrl/5BisVgAx9r1mZmZRSwN7N27l+TkZJYvX86VK1fo27cvEydORKPR0LZtWz766COmTZvGvHnzMJlMRS1ugTJ8+HDc3d0ZNGhQkbt2+/TpwxtvvMFrr73G888/X6SyFBUKhYJPPvmEpKQk/ve//+Hj48PBgwcJDw+nYcOG8gMVHMsdK5VKZs2axY4dOzAajSQmJsrvHz16lFdeeYWaNWuyb98+XnrpJfm92rVrk5mZKSfZXrp0CYvFwrPPPsvWrVs5f/68vALn2rVriY6Oxmq1Mnv2bKpXr85vv/2Gl5cXM2fOpEKFCjRv3pzx48e7LD18J5whptatW7v0p3hoecgT/rp3705UVBSPPvooN27cICEhgS5dunDq1Ckee+wxAHk9itwgEv4eUs6ePSsvBGE0Gl3Wb38QOHr0KG+//Tb16tXj0KFDbN26FZPJhNlsply5ckyfPp3OnTsXtZgFxh9//CE3BJo9e7ZsCRYm//77L9WqVWPw4MHMnDmz0M//oPHVV18xatQoZsyYwcsvv8z58+d54403WLlyJZmZmXIopHv37i691TUaDc2aNaNp06Z8+umnzJo1i4oVK9KuXbvbzmE2m9FoNKxevfquYZ/evXuzdOlSl20NGjRgy5YteHh4kJaWxqJFi9iwYQPr168nJSWFJk2a0KNHDwYNGnRbb4Lr16+7bDt58iTVqlXL833KC4WZ8Ndi+LJ8J/zt+OapEqffhPJ/SOnYsSOHDh3i999/p3nz5kUtTo45efIkI0aMYNOmTXz55Ze88sorhdKUqDBYtGgR/fr144033mDixImFem5JknjiiSfYvXs3Z86ceWDLDgsTZwOg2bNnM3nyZIYNG8bYsWNZvXo1p0+flvez2+3ExcXx22+/kZqaitlsZs6cOVy8eBFwTLTLlStH5cqVb7PKX331Vb755huuXr1KtWrVqFevHrVr10ar1bJv3z62bNnCoUOH6Ny5M1evXpWPe/755xk/fvxtK7llZGTw66+/snz5ctatW4ePjw8rV66kfv368j4mk4lTp065tGZ2epwKq9S3UJX/q0vzr/y/7f3A67eMjAxiYmJcKlKAPCcSC+X/kOLv78/TTz/NtGnTilqUXGOz2RgzZgxTp05Fq9XSoEED/vjjD3x8fIpatHwzadIk3nzzzXs2lLkf7Ny5kxYtWvDdd9/Jde0Ch6IcPXo006dP57HHHkOpVHLt2jU2bNhwzwnSxYsXSUtLw8vLS04MfPnll+/oUclJTDk6OprExES+/fZbzp07x5EjR7hx4wY9e/Zk/vz5cvvg7Fy+fJmuXbsSExPDpk2buHDhAhs3bmT69Oku53zppZfYvn07Pj4+7Nq1q1AmAIWq/IcVgPKf9uAq/2vXrvHCCy/w559/3vF9m82Wp3FFzP8hJTQ0lOnTp9+1NeSDjEql4quvvuLgwYNMmDCBXbt28dtvvxW1WAXCmDFj8PHxkVfjKix+//13NBoNAwcOLNTzPujodDqmTZvGmjVr2LhxIytXrmT37t14eHjw6KOPEh0dzZUrV5g2bRrbtm2Tra7Q0FCqVasmK35w5NeAo5Ji5cqV+Pj4MHny5BzJER4ezqlTp5gzZw4VKlQgNjaW77//ntWrV/Pll1/e8ZjSpUvzww8/oFarqVu3Li+++CLTpk1zUfwzZszg+++/59SpU+zZs4cxY8bIHgtB8WDkyJEkJiayZ88eDAYDa9eu5aeffqJy5couSaa5RVj+Dyk//vgjgwcPplq1auzYsQNvb++iFinPNGrUiIoVK8olc8Wdl19+mVmzZnH58mWCgoIK5ZwLFy7kueee45NPPmHcuHGFcs7ixvHjx2UFHhERwcmTJ2/bx8fHhyVLltC0adM7rp8uSVKeLev58+fTv39/fvvtN7mnQM2aNdFqtRw4cOC2/ePj49FoNJw8eVIO7X3yySds3ryZqlWr8uabb8qlYOvXr6dTp07ysR988AEVK1akb9++96XMszAt/+av5N/y3zn9wbX8Q0JCWLFiBY0aNcLLy4u///6bKlWqsHLlSiZNmsSOHTvyNK6w/B9SXnjhBf755x/+/fffYl87HBISwpUrV4pajALj448/BmDFihWFds4ePXoAlLg1FnJDjRo1WLduHTVr1rxN8ZctW5ann36apKQkOnXqhJeXF5GRkZw7d47ffvuNxx57jKlTp7Ju3TomTZrE4sWLGT58uNw9MCoqilWrVvH555/ftfqmX79+WK1WWfFv2bKFY8eOcfDgQcaMGcPx48cBh9Lv3r07wcHBBAYG8uGHH6JQKHBzc6NHjx5s2LCBb7/91qVpU8eOHTl48KDcb2DmzJk899xzqFQqpk2bRlxcXIHfz0JDkvL/eoBJT0+XV7X08/Pj2rVrgGNiePDgwTyP+3BkUgnuSI0aNXjrrbf4+OOPGTBgAJUrVy5qkXKNyWRi9+7dDB48uKhFKTB8fHzQ6XR3tObuF06L9GEroyxoOnbsyJEjR7h27Rp///03KpWK7du3s27dOv744w+XfY8fP86YMWP4/fffAW57HxyNrj799FN5H4Bq1arRtWvXO54/exWI88GuUCj48ccfmT17NoMHD2bPnj3s2LGDCRMm4O3tzZgxY3j22WfZv38/bdu2Zd68eS5WvpO6detSt25dBg0axLVr16hcuTLJycm8+uqrfPDBB8THx+f2dgkKgapVq/Lvv/9Srlw56tSpw8yZMylXrhzfffcdISEheR5XuP0fcoxGI+XKlaNbt27yrL+4YLPZeP7551m2bBl///233B2tuJOZmYmvry9jx47lo48+KrTz9uvXj7/++osTJ07c0WUt+G/sdjtJSUmsXbuWiIgILl++zLBhw2jWrJkcllKpVPTo0YNOnToxevRo0tPTAcdk/MMPP6Rnz545Dg2kp6ej0+nIzMzkpZdeYv/+/Zw/f54OHTqwfPly3Nzc+OKLLxgzZgzVq1fnxIkTADz99NMsXLjwni79TZs28cgjj7ic606JhXmhUN3+Ly/Jv9v/uz4PrH5buHAhFouFAQMGcOjQITp16sT169fRarXMnTs31819nAjlXwKYNGkS48ePJyoqinLlyhW1ODnCbrfTr18/lixZwqJFi4pkbYL7yaBBg/j99985ffp0rtty5pUjR47QoEEDhgwZwjfffFMo5yxJfPbZZ7z11luAo6EPQJkyZQCHV+DRRx+943Hnz58nKipKboV9Lw4cOMBbb73FnDlzXFZfnD17NqNHjyY1NVXetmPHjnuW+RqNRsaMGcOhQ4fYvXs3FSpUICoqqkB6UBSq8h+yOP/Kf+bTxUa/ZWRkcOrUKcLCwm7r8ZAbhPIvAaSnp1OxYkU6duzIvHnzilqcHDFv3jyef/75IluN8H6zd+9emjRpwp49e2jcuHGhnbdr165oNBoXN/Sd2L9/v1yPLsg5kiSRnp6Oh4cHAFeuXMHHx+euuRbZ9y1dujSvv/46QUFBnDt3jkcfffS2BV169OjBypUreeWVV24r47Xb7Vy6dEkuCRs4cGCOFLnRaCQ8PJwOHTowd+7cAumrIZT/g49I+CsBuLu7895777FgwQI5AelBxpng9NRTTz2Uih8crjy1Wu2yLnxh4ObmRlpa2j33Wbt2LY0aNWL48OGFJNXDg0KhkJU5QHBw8F0V/759+1w8cRaLhVGjRvHMM88wfvx4WrRo4dIOOiMjQy7tWrx4sYuVD6BUKilbtiyDBw9m8ODBObbg9Xo9V69eZcGCBcWzoZZE/hb1eQDz/T799FMyMjJytO/evXvvmG/yXwjlX0J46aWXiIiIYOjQoUUtyj3JyMigffv26PV6ZsyYUdTi3Bd+//13vvnmG7788ks5i7ewCAoKcllO9lZOnz4tK/3vv//+oV5zvrA5f/48q1evxmw2YzQaady4MSaTiWXLlhEVFUV8fDwmk0nuDdCqVSuXmL2zAmHKlCncuHGD9evXF8l1PHA8hNn+J06cICwsjKFDh/Lnn3/KGf7gWAL6yJEjTJ8+nWbNmvH000/nyWMhlH8JQa1W069fPw4dOvRAl/UcPXqUpKQkFi1aJK99/rAxbdo0WrVqxauvvlro59br9fds/PT5559z5swZeeJVHDxFDzppaWlUrlyZChUq0K1bNxo1asRTTz0FOJZ7fvLJJ+VKHK1Wy6FDhwBYsGCByzhJSUmAoyIB4Mknn7yvZbynTp1i3bp19238guJhXNVv3rx5bN68GbvdzrPPPktwcDBarRZPT090Oh1169blhx9+YMCAAZw6dYqWLVvm+hxC+ZcgBg0aRFBQEE2aNHlgrQbnAkQGg6GIJbk/pKens3PnTrp3714k57fb7Xe0/BMSEhg+fDgzZ85k9OjRcinaxo0bC1vEhwqr1Urfvn05c+YMVatW5a+//uLKlSusXr0aT0/PO5b8/fHHH5QpU8al1z/c7NGQmprK1KlTAeRW0feDcePG0blzZ/7666/7Mr7g3tSqVYuZM2dy/fp1Dh48yLJly5g1axbr1q3j6tWr/P333wwePDjPi7YJ5V+CCAgIYN++fVSoUIFOnTrx1FNPuSxg8iBgtVqBnPVDL45s2LCBzMxMHn/88UI/9/Hjx5kzZw4vvviivO3ChQt06NCB0NBQvv32W7788kumTJnC9OnTAccKcYK8sW3bNnlFv19//ZVTp07RunVr/v33Xw4cOHDXPg+LFy9GkiRq1KjhUiq4b98+9Ho9kZGRvPbaa3LjqzNnztwX+Z977jmAXOV+mEwmvvnmm0ItYX3Yl/RVKBTUrl2bHj168PTTT/PII4/kK8vfiVD+JYywsDA2b97MggUL2LVrFxEREbzwwgvyA6aocXYxK+wlSAuLCxcuoNVqqVChQqGdc+/evfTp04c6depQrlw53nvvPfm9H374gY0bN/Lhhx9y7tw5Ro4ciUKhkLvQff/994Um58PEwYMHad26tfx3dk+Pt7c39erVu2vTrc6dO3P+/Hk+//xzvv76a0qXLs2cOXOYPXs27dq1k+O7QUFB1KxZk08++eS+TJafeOIJABITE+VJ+b2IjY2lR48evPbaa4XrWXwIY/6FgVD+JRCFQsGzzz7L2bNn+fzzz5k7dy6PPvrobW7GomDLli2UL1/+oW1CExISgtlsdknguZ9Mnz6dJk2acOjQIaZMmcKOHTtc+gqsXr2a3r1788Ybb7hUHuzcuZNevXo9tHkX95tFixYBjq5627Zty3UWvVarZfTo0Rw+fJjGjRszaNAgoqKiGDNmjMt+b775JseOHbttKeGCwmq1Eh0dnSP5+/btK+cIFMfVREsaQvmXYPR6PSNGjGD58uUcPny4yNcAsNvtLFmyhL59+xapHPeTZs2a4e3tzcCBA+9raMNqtTJo0CCGDRvGyJEjOXXqFCNGjLhtUlWmTJnbJiLXr1/n0KFDLt3fBDnn0KFDfP311zz77LMcPHgwT8lYTpzrDRw9epRz587Rrl07l/edHrKffvrprmsG5AeVSpXjksHWrVtTqlQpXnnllcLtxvmQu/3vF0L5C3j88cdp1arVHVcxK0z279+P0WikWbNmRSrH/aRs2bLMnDmT1atX888//9y38zzxxBPMnTuX7777ji+++OKubV47duzIli1bXCoAli1bJo8hyBmxsbGMHz+evn370r59eypVqsScOXMKZGyFQkFkZKTLQj1O6tWrx6uvvsonn3xCZGRkvpPzrly5wvTp07l8+XKuj/3444+Jj48vfKtfuP3zhFD+AgACAwOLNLkrJSWFp59+mvr169O+ffsik6Mw6NWrF2XKlOHrr7++L+PbbDZWrVrFkCFDGDJkyF37yEuSxMqVKylTpoxLY5pFixbRoUOHQu9BUNy4fPkygwcPpnz58oSHh/PZZ58RHR3N4MGD2bp1a56zsHODQqHgm2++4cSJE1y7do22bdvKeTN5Yc2aNQwbNowyZcqwatWqApRU8KAhlL8AcJTW5bSj1P1g7dq1XLhwgQULFjz0y85qNBrGjh3LvHnz2LlzZ4GPr1KpePLJJ5k+ffo9E7UWLlzIxo0bGTt2rOwZiIuLY8eOHXleLKQkcPjwYapWrUrdunVZsWIFjzzyCNOmTePSpUvs2rWLTz/9lFKlShWqTFWqVOHEiROUKlWKgQMHYjQa8zRO3759qV27NuBIUnzvvfce/MobYfnnCaH8BYDDisnP8pB5wWq18vfffzNhwgSeeeYZatasSdWqVQtVhqLi1VdfpWHDhgwZMuS+jP/ss88CsHnz5rvus2vXLsLDw3nttdfkbb///jsqlarI+hAUB+rUqUNUVBSdOnXi8OHDzJo1i6FDhxa5pyQ0NJS3336bvXv3YjAYiImJyfUYBoOB3bt388ILLwDw4YcfcuzYsYIWtWDJT2tf5ysPTJ8+nfLly6PX66lfvz7bt2+/675//fUXCoXittepU6fydvICQCh/AeCoFa5UqdJ9P48kSZw4cYKRI0fi6+tLw4YNeffdd6latSp79uzJ8VKnxR21Wk3fvn05f/78fRk/PDwc4J4WoHNJ2uzruP/555+0aNECPz+/+yJXccfZa1+hUPDTTz8RHBxcxBK5MnToUEaMGAHAr7/+mqcxDAYDP/zwA3v27GH58uVERkYWpIgPBUuWLGHkyJG88847HDp0iJYtW9KlS5f/nHD9+++/xMXFya+7lXsWBkL5C7Db7YWi/KOjo+nQoQM1atRg1qxZjBw5kl27dnH58mUOHDhQYGuJFxc8PDzIzMws8HDLtWvX+OKLL4B7d0p8/PHHsVgs7Nu3D4Dk5GQ2btxIly5dClSeh4k9e/YADsX6IE5UdTodX331Ff369WPMmDFyJ8C80LhxYx5//PEH8jpdKAK3/xdffMHAgQMZNGgQERERfPXVV5QtW/Y/1yMJDAwkODhYfhXE8sl5pRgu4SQoaC5evEhGRsZ9bawTHR1N48aN0el0/Prrr3Tu3LnEKftbqV+/PpIkceDAgXyVgzkxm8288cYbzJw5E4DXX3/9nsmTpUuXpmzZsgwdOpTly5ezdu1arFar3NlNcDvOjPsDBw7Qs2fPIpbm7sydO5egoCBGjhyJn58f/fr1K2qR7h/5jdtnHXvrmhc6ne6OSZtms5kDBw7w1ltvuWzv2LEju3btuuep6tati9FopHr16owfP562bdvmWMwTJ04QExOD2Wx22Z7XEJ2w/AVye9D76YIaNmwYBoOB/fv306tXrxKv+AEiIyPx9/eX11/PL2vXrmXq1Kk88cQTXLx4kUmTJt21xA8ciYHr16+nTZs2rF69ml69erFnzx5Kly5dIPI8jDgf7h9//HERS3JvlEolkyZNolu3bvmy/osFBVTnX7ZsWby9veXXxIkT73i6hIQEbDYbQUFBLtuDgoLklsu3EhISwvfff8+vv/7Kb7/9RtWqVWnfvj3btm37z8s7d+4ctWvXJjIykq5du/L444/z+OOP07Nnz3xNQIXlL5BX+bufD/1Tp07RtWvXIk+KepBQq9V07NiRjRs38sknn+R7vDJlygCOjO2cduarVq0aCxcuzPe5SwrZuyBKkvRAu8QVCgV169a9bwv/PGzExsa6LI37X6Wat3729/o+VK1a1SWZuWnTpsTGxjJlyhRatWp1z/OMGDGC8uXLs3HjRipUqMC+ffu4fv06Y8aMYcqUKf91WXdFWP4Cjh07ho+PD+7u7vftHHq9HpvNdt/GL6488cQT7N+/n59//jnfY+3btw+1Wk2bNm3yL5jgjjRq1IgBAwZQpkyZHPW7L2qCg4O5evUqUVFRRS3K/aOAYv5eXl4ur7sp/4CAAFQq1W1Wfnx8/G3egHvRpEmTHC2stnv3bj788ENKlSqFUqlEqVTSokULJk6c6FKpk1uE8i/hmEwmZs6cSf/+/e/bOWbPns3x48cLJK79sNGrVy/69etHv3798lVSFR0dzfTp06ldu/Z9ncQJYMCAAVy6dOk/k7seBJ566ikkSeLw4cNFLcr9o5AT/rRaLfXr12fDhg0u2zds2JCr7qSHDh3KUXm1zWaTm3AFBATI3RfDw8P5999/cyG5K8LtX8KxWq0kJibSsGHD+zL+nj17GDx4MIMGDRKNY+6AQqFgzpw57N69m7Fjx/Lnn3/m2pV87do1WrRogUqlYt68efdJUoGT1q1b06NHD7777rt8WV6Fwd69ewFHWaeg4Bg9ejT9+vWjQYMGNG3alO+//56YmBhefvllAMaNG8elS5fk3+NXX31FuXLlqFGjBmazmQULFvDrr7/mqBwzMjKSI0eOUKFCBRo3bsykSZPQarV8//33+VodVCj/Ek5ycjJwe/yqIDAajQwePJh69erx3XffFWlZy4OMRqNh0qRJ9OrVixUrVvD444/n+FhJkhg5ciSpqakcP35cjvsL7i9NmjRh06ZNpKenP9Celi1bthAWFkaNGjWKWpT7RwFl++eGPn36cP36dT788EPi4uKIjIxkzZo1cn+NuLg4l5p/s9nM2LFjuXTpEgaDgRo1avDHH3/w6KOP/ue5xo8fLy+5/tFHH/HYY4/RsmVL/P39WbJkSa5ld6KQctC7MSUlBW9vb5KTk10SIgTFn+3bt9OqVSuOHj1aoM08rl69Sp8+fdi7dy+7du2ibt26BTb2w4gkSXTv3p19+/Zx+vTpHP3ObDYbw4YNY+bMmSxatOihXg3xQSM6OprKlSvz8ccf8/rrr+fomPT0dNLS0ti8eTNr167l6NGjpKSkEBwczIsvvkjz5s0LvMNlz549uX79eo6yyguSwtAZznM06z0HtTbv1UNWcwa7lg4sVvrtxo0b+Pr65stoEzH/Eo7TbVSQ64GbzWaaNWvGiRMn2Lhxo1D8OUChUPD4448THx+fo88iISGBXr16MWvWLObMmSMUfyETHh5OmzZt7tnSFRwTtJ9//plOnToREhJCcHAwzzzzDP/88w8NGzbkiSeeQKlUMnDgQKpVq0b37t3lxNi0tDS5AVNe2LRpE6tWreLJJ5/M8xiCB4czZ86wbt06MjMzC6QDp3D7l3CcvaXDwsJyfWxKSgoKhcJljXhJkhg7diznzp3j2LFjD7e7sYBxhkWyWx+JiYkcOnSIpKQk/P392bNnD1FRUfzyyy8oFApWrVqVI9ehoGCJiopi9+7dPPXUUy7bY2JiOHfuHHa7HR8fH3744QemTZtG/fr1GTduHJUqVaJZs2a3hWdSU1Pp1asXq1at4oMPPmDEiBGEhoZiNBoxm81oNJpcyXfy5Ek6depEq1ateOmll/J9vQ80kgT2wnX7FybXr1+nd+/ebNmyBYVCwenTp6lQoQKDBg3Cx8eHzz//PE/jCuVfwvnll18oXbq0vJJXbujbty9r1qzhxRdf5LHHHqN06dIsXbqUb775hm+++UYo/lzirIZo06YNr732Gn/++Sc7d+7EZDK57Ofj48Pw4cMZPnx4rkqLBAXHkiVLSEtLQ6lUYrfbOXfuHP/73/9YvHjxbfuOGjVKbrd8Nzw9PVm/fj1vvfUWEyZMYMKECfJ7J06cyPXv86233qJ06dL8+eef92Vp4a+//hqVSsUrr7xS5L0OFJKEIh8KPD/HFgajRo1Co9EQExPjkrjZp08fRo0alWflL2L+JZikpCTKlCnD66+/zvvvv5/r4998800mTZrksk2n0/G///2Pd955p4CkLFm89NJLLF26lJSUFDp27EinTp3o2LEjAQEBXLp0CU9PT8LDwwtlrXjB3Tl37hxvvfUWy5Ytk7f5+/szYsQIubwuNTWVUqVKUa5cuRwryNjYWGrVqkVSUpK8rVSpUly+fBm1Ome22r///ktERASzZs1i4MCBubqunOLt7U1KSgqNGjVi1apVtzXvKsyYf/MnZ6HW5CPmb8lg5y8vPbD6LTg4mHXr1lG7dm08PT05fPgwFSpU4Pz589SsWZO0tLQ8jSss/xLMggULMJlMeV5W9rPPPuPy5cssWLCAVatW4e/vT7ly5Qp9aeCHiVmzZvHNN99w7do1uY+8kwdtBbmSTIUKFVi6dCn79u3j8OHDqFQq+vTpk+/M/7JlyxIXF8fGjRuZMWMGa9as4dq1azz22GM5LgMdP3485cqVu6+ltUuXLqVz587s27ePYcOGMWvWLHx8fO7b+e5JEWT7Fybp6el3bIeekJCQLyNAJPyVUM6cOcMbb7zBY489li9l7VzcYv/+/TRt2lQo/gJAr9ffpvgFDyaNGjXipZde4sUXXyywkj+9Xs9jjz3GH3/8gdFo5KeffmLdunU5Sv6TJIkVK1bw4osvyo1h7gedOnWS1wz45Zdf8PX1BeDy5cu3hanuOxL5bPJTuOLmllatWrn071AoFNjtdiZPnpyrhYFuRSj/EsqOHTvIzMzkjTfeyPMY0dHRfPDBB7i5ufH0008XoHQCgQAcYbS+ffsSEhLCCy+8wLfffsuePXtITEzkqaeekkMMP//8M7Vr18bDwwOLxUL16tXvu2zDhw+nSpUq8t8VKlSgTJkyhZ+AWgRL+hYmkydPZubMmXTp0kVeuTMyMpJt27bx2Wef5Xlc4fYvoTgty9zEuPr378/Ro0dxd3fn0qVLXLhwATc3N2bPni06iAkE9wmNRsPGjRsZPnw4o0aNwmq1olKp5JLAKlWqcObMGbp168YLL7xArVq1aNeu3X2X6+jRo6SlpTFw4EB69uwpVxWIJNSCpXr16hw5coQZM2agUqlIT0+nV69eDBs2LF+eVqH8SyjOpV5jYmJy3Nxn/vz5APTr14+WLVsSGRlJjx497qt7USAQOBTApk2bMJlMHDhwgO3bt9O1a1fOnTvHjz/+yDvvvMOAAQMKVaZPPvmEy5cvo1AoCAwMJC4uDpVKxejRowtVjoc55m+xWOjYsSMzZ87kgw8+KNCxhfIvoSxdupRKlSrRuXPne+63aNEizpw5Q506dQB4++23H/i1zAWChxWdTkezZs1o1qwZ06dPZ8uWLTzyyCNcunSJd999l6eeeoqaNWveVxmOHj1K//798fX1pUKFCsyePZv9+/fj5eXFhQsX8PX1JSUl5b7K4MJDrPw1Gg3Hjh27L+WUQvmXUA4fPkx4ePg9v1QWi4XnnnsOZzVoqVKleOSRRwpLRIFAcA9++eUXtmzZwi+//IKXlxcpKSmkpKTw1Vdf3bdzpqen8/TTT3PixAmX7YcPH2bJkiVy4p+g4Ojfvz9z5szh008/LdBxhfIvgVitVnbv3g1AixYt2Llz5x3302g0lC1bVl6gIjo6GoPBUGhyCgSCuzN+/Hi2bNnCsmXLiIyMJCIiIse9APKC3W5nzJgxnD17lrVr19KtWzfc3Nzo1KkTffr0oVevXvft3PfkIbb8wdEuffbs2WzYsIEGDRrcVlXyXw2k7oZQ/iWQM2fOyP+fkZFx1/1MJpPsGWjevHmRd/ISCAQ3adOmDVWqVGHEiBHyGu/PP/98gZ9HkiR2797N6NGj2bdvH59//jlPPfUUFouFFStW0Lp16wI/Zy4FfKiV/7Fjx6hXrx7gaCudnfw8k4XyL4GYzWb5/zt27HjX/Q4dOkR0dDRr1qyhS5cuhSGaQCDIIUqlksWLFzN8+HDCw8N5+eWXCzzef/78eZ566ikOHDhA7dq1mTp1Kh988AGpqalERkYWveIvAWzZsuW+jCuUfwlk69ataLVaOnTowLPPPnvb+/Hx8QwcOJDVq1fj6elJmzZtCl9IgUDwn9StW5cdO3bcl7FPnTpFs2bN8PX1Zc2aNXTs2JGnnnoKLy8vtmzZQqVKle7LeXPNQ2753y+E8i9hxMXF8dFHH9GgQQNWr159x33effddtm/fzqRJk2jSpImI8wsEJZAJEyaQmJhI37598fT0ZNSoUSxfvpz58+ff94qCXCHZHa/8HP+As3//fpYtW0ZMTIyL5xbgt99+y9OYosNfCWPq1KnEx8eza9euu7YLNRgMJCcns3XrVjIzMwtZQoFA8CDQr18/WrVqxaJFi2jZsiVz585l0qRJPPPMM0UtWoli8eLFNG/enBMnTrB8+XIsFgsnTpxg8+bNeHt753lcYfmXMPr06SO3hAwLC7vjPl988QXe3t588MEHBAQE3DMvQCAQPJx07tyZzp07k5aWxrlz5wgNDcXPz6+oxbqdh9zt/8knn/Dll18ybNgwPD09mTp1KuXLl2fIkCH56vAnLP8SxsKFCwkMDCQjI+Ouq8Rt2bKFTz/9FG9vb4YNG1bIEgoeVg4fPkyLFi3o169fnl2VgsLHw8ODWrVqPZiKHx763v5nz56la9eugKPJU3p6OgqFglGjRvH999/neVxh+ZcwjEYjwcHBd43jHzx4kFdeeYUGDRqwZs2aB3J9a0HxZPHixezcuZOdO3cSFRVVdHXhgocLu93xys/xDzB+fn6kpqYCUKZMGY4dO0bNmjVJSkq6Z6n2fyGUfwkjKCiI8+fPc/Xq1dsW4NixYwctW7akXLlyzJgx466K3263k5GRQWJiIm5ubvj7+xeG6IJiTq9evYiLi8NgMDB48OCiFkcgKBa0bNmSDRs2ULNmTXr37s2IESPYvHkzGzZsoH379nkeVyj/Ekb37t1599132bhx421lfmfPngVg8+bNlC9f/o7HnzlzhqpVq2LPNlves2cPjRs3vn9CCx4KGjZsyNy5c4taDMHDxkMe8//2228xGo0AjBs3Do1Gw44dO+jVqxf/+9//8jyuUP4ljJCQEKpXr86ECRPw8vKiW7duWK1WPvroIzkRMCIiQv6y3crZs2ddFD/kbllggUAgKFAecuWfPddCqVTyxhtv8MYbb+R7XKH8SxiBgYFMnjyZrl270r17d6pUqUKpUqXYuXMnWq0WT09P9Ho9SUlJ+Pj43HZ8mzZtWLhwIdWqVcNms1G7dm20Wm3hX4hAIBAI8oxQ/iWQjh070q1bN1atWkVUVBRRUVEoFAp2796Nn58ftWvXpmzZsgwcOJAGDRrw9NNPywuG6HQ6UecrEAgeGCTJjpSPRj35ObY4I0r9SiBqtZqVK1eydu1aatSoATgW73j33XdZv349zzzzDGlpaUydOpV+/fqxdevWIpZYIBAI7oZUAK+Sh7D8SzCdOnWiY8eObN26lfXr17N161Zefvll1Go1ZcuWpXHjxtSrV4927doVtah3xc0jlBrVuuPepDNcSyYl6i9iL+7l2rVjhSZDmTKNsNttpKRdw2Ix4mbwJjSkDm4ewRgCqpIRfwKFQsmVK4eIib3z8skCgUBQmAjlX8JRKBS0adNGXrzHZDJhs9lwc3MrWsH+g9KlGxIa2oRGnSZgaBiG1WijfNtgggJqExefySPvrsNyMRVFciqoVCQcW0XMpQOkJJ/L97m9fSoS6F+J0h2HUrZJID2mTUOhUJB4w0Ryggmr0Ya7nxZ3Tw2ZGVYSospj2r0FoymlAK5cIBC4IuWzP3/xsPzPnDnD2bNnadWqFQaDAUmSxJK+goJDp9MVtQj/iYdXOMGlqqBAiSayDD6BOprVDcBHr0GrUhLkrSM02I0Mkw1Jkrh+w0Rgh9co9W8KbXrOJuncdv45/NNdx3fzCEWlVONm8MbTIxCbzYrNZsbbqwx+4a2o0/Mz/BuUIiTUHTc3FRaLhNVqR2dQERBiwNdPh1IBSpWCM6eSwWxD4x5IxYqdaP3KCkgzgkaNIv4aaZf/IeH6SfRaL9RqPf5tnyNz/0bUajcy0q8Qf+0EmcZk0tMTMZuuFeJdFgiKCQ95tv/169fp06cPmzdvRqFQcPr0aSpUqMCgQYPw8fHh888/z9O4QvkLHlh0hmC0Gj21aj+HOfMGSqUGfYN2NBn5PX5l3ShX3pMyfnoq+3tg0KhpWzqYCTuPUdpHh6+7htI+OlRKBepQLzItNi5X9eZGUhCXYyvT5tWVEHsFyZQBkh2FbyCU8kYfYqD9h/MxeKrx8NIQGKDHYpXw99Jgl8BotlHaV49dAoNGSabFjs0uoVEpsEugUyvx0Kgx2+2oFQpqhHpiby9hs1dDoVBgstq5nGgkJdXC5dgA/IigS6QvOo1SHif1iXJkZFpJTrFw8WQyccu+5/jJX4v64yh06tYZgIdvZa5d2kP89dNo1Dr8fcvjX7oRZ07+SlzcgaIWUSC474waNQq1Wk1MTAwRERHy9j59+jBq1Cih/AUPB8HBdQgOqo3BPYg6tfoCEPR0B4LLuOHmpqaMv54ANy1alRJfgw6DWo1SoeDU9SSSjWaqBnqgV6tQKx3LXupVSnRqFd46DaFebijDwVpTIrODFas9EqPNRobZRprJhs0ukZZpxV2vRq1S4G1Q465Vo1YoUCsVqJRKbHY7dgk0KkeurHeWo0StdLjflAoFWpUSuyShVChQZnPLKRQKJEmiir8niZkmjJV9UQIGjRq7JKFXqwBIN1tJs1i5nGTEbLRhrdGNCuXbkZF5Ay/P0phMKUTH3J813IsKX78qJN6IQu8WgrubD2qVlmpd/4ciPZMAuxWrzYiHezB6t1KY0uKoUqc/nl7lSE25UNSiC4qah3xJ3/Xr17Nu3TpCQ0NdtleuXJno6Og8jyuUv6BA8PGtTJngWrh7lsZQtx2aIDesKRakxAy4chHJakah1mJJvYrVmoEhoAoEBoNeg9JLi3H7ZqyWDKpEPoMysjqB1b0xZdrwDdAREuJG60oBeGq1ZFit2Ox2jFabHO+ySnYq+HqiVCgw2+zY7HbcNWqUCnDTqPHUalErlVjtduxZLj5vvRarXZL/lrL+tdrtKBUK7JKEXQLlLSE1tVIj76NUKFBkU/BapdJF4TvGkOTxtCoV1qwGSd5Z4RWr3U66xYJKqZRlAcfk4jJG4k4mIxn0hNXvj6pqMNaETK5u+QGtrhQSEmFl6uDhHkR8winZEvb2qYjRlI4p8wpwM0xit9s4d35zgX/2BUHijSgqVniEsiG1KF21G5QuDSYzkl5H+YEdCMlshzHdimSXSItNx7+aN/UUY6ke0YtLcYfx9S6DJNnJyEzi2rVj8sQgKKg2iclxmI3xAAQE1CAh4TgA5cJbcSF6m4scpUs35PLl/bfJ5+YRirvBp1ATSfOLVlcKhVIlfw8eWh5yt396evodc7ASEhLyFaZVSNJ/X3lKSgre3t4kJyeLbm4lFL1bCP6+ZQkKrInVkolCoUChVOPmHow2sBL+nary69BWjF1/iLjLGTSq5Y+HTkVZL3dKe3rgrtWiVCg4cPkK5xMzuJZs4vD+6wSVdSOsrDs1gj3x1mu5lm7E383xhdaoVHjrdJisVvzdDOjUalJNJsw2u2xhOxW4XZJkBe7826l4AXRqNWqlwzXvVLIWm81F4YJjIqFEgR0JJQ5Fbs2yDJx/Z7fmdWq1rNCdSt4pm3MyolSAyWpzkcs5pl0Cm935/xIqpZJMixWzzTFRSTKaSTXZiLthpFKwOydiUok6mohKrcQ7QIfVYsfNXU1qioWEv6/BxWgUvoGoq5TCEp+JIv4GGRcPoUCJISgCKSQQ05EdpCSdI7ByZ3Bzx349jmuxOzkXsxc3g+P3nXgj6o7fg7JlmyJJEjqtB2G9RuFbwQNjmpWMPdGY4k4Q+PRjxP44D6+WPTn281uyos2Ot09F6g36mtY9wrgcn0nUouNIPl54R/qRvOE49oxElOFVKd+xLDWr+mC12dFrVGhUDg9MutlGYroFL4OamKuZKJUKLpxJIel0KgqdEnumFc7HYkm+hGS3oKvfCslsBaMFrl5CEVEFJAnrPwdJTjjO9cTzKBQKvL1CKdXyObwjfHHz0lAqUI/FYsdosmPQq7DaJE7/dQXpXAzH981wubby5dqiUqnx9a2MRuvJ/gNzsJgScvMTK1ACAmoQHFgdrdaT9IyrZGTeIDZ2t8s+Ti+LxWKiYvlWHPpnLlUqdSbqzNp8n78wdIbzHE3bfIharc/zOFarkd1/vZtrWadPn87kyZOJi4ujRo0afPXVV7Rs2fI/j9u5cyetW7cmMjKSf/755z/379q1K/Xq1WPChAl4enpy5MgRwsPDefrpp7Hb7fzyyy85ljk7D7zyL1OmEWXLtkDjFoC6Xm2kmOuQkY7p+lmuxB0guHRDdL7lwMOT5H834eZRhsSE42Qak/H3r0pS0lluJMWSkZmMQqGkTHB1/PyqYrdbUal0GBo/graUHpvJhvVqBorEZK6f+pN/z/4lWwvgmEWr1Fq5IYSnu3+xsgJuxc+/Gjeun7ptu0YXQNWKbQGIiz9GoH8V/IJqk3L9FD5BdVBWjsCrqg8NGgXQrmIQ09ZEUau6D90jwmSlqFAo0GcpRYcCtGGx2fAxGLDYbCRmGrHYbMBNReznZnBRgkarDbVSiV6tki18rUp1R6taqVBgtFqRJAmr3Y7VLrlY7GqlUnbZZ8dsu7u7L/ukwDmxcFr5aqUi6xw3ZVErXS3+m8c6QgLOczknHFbJftt+SgVolQ7Xv0alItNqITHThK9BR7rZgtXuuL74dBM30s2kZtpITbMgSeDtpUGrVqJWKbgcnynfM7PFzqWzqWRczkAy2VBoVCg91CjVStz9dejcVHj5arlxzdHO2WaRSP7rDLakq2SmxGAyJuJf4zGqPV0Nd3cNSiWkplrw9dFhtdkxmex4eaix2hzXYrNLqFVKdBql/LfJYic11YKHh5rwUm5oVQrcs0IdjsmV41h3jRqLzU6q2YJGpcRis1OjlC/pFos8wUozW9GqHN8Lq93xPUk1W7BLEtfTLSgV4G3QYLLaSTVaKefrJudf2CUJQ9Y5HPdYyZU0Izq1I9/CZL35mdjsjs/bOfFQKiDD7PjOphltxF5Mx26XuBFvzPI6S2TGG1FolUhmO7oAHTajHbvVji3TBufjkIzpXDi+LFchG4N7GTLTL+HmEYqvd2nM5ow7Pnd8fCuTlHgacCj+kOCaqNV6vKu2hzJ+SDcyUPi5QXQ8qFRISdewpCegVOtRewVhz0xB6RuEW4NQ3Lw1JESlkrH9TzLSr2I0JXHm7AYCAmqgUqm5evXwf8r9sCv/JUuW0K9fP6ZPn07z5s2ZOXMms2fP5sSJE4SFhd31uOTkZOrVq0elSpW4evVqjpT/iRMnaNOmDfXr12fz5s10796d48ePc+PGDXbu3EnFihVzeqkuPJDKv1qVbnh6lcU9KBIpvAxuYR5UjvRBq1US4qfHx6DGQ6PGLsH1TDNJGRauJBixWu0oFArMFjs2i53EBBOZSWbMSWakGxkoA9yR7BIaby0hFT2wWOzY7aBWK5AksJjtmI02zJk2TIlmbMkmFBfjMN04jykjAZ3BD11QVYxXTmLMuEZa+hVuJMWSln7DZaLwIKEzBMtuPz//alQo1xr3mo+g9HdDupSIKeYImelX8fSvilKjR6HWY0m+hCasBvh7AqDQKfEq607zpoFEBnkRfSMFrxvxLJ39PetW/M4zL79Cz+Ej8NBpCPXywqDVkG4yuyg3KcuqVWZT5ADmrEmAUqGQH/AABo1DmZmtrgpakiRUKtfeVE6LGyDTbHFRwg5lrcyaFNizYvaSy/vOv+/mrncqZnWWa94uSbL3IbsMSsXNMZwTEOcxTsXtvAaFQoEta3LknCSplErUSse1WWw2VEqnArVjttkwZ8lustrksS6nZpJmsqFUgEqpINNsw2ixo1EpyTTbkCTQa5WkpFtRKECtUhDgpSUl04rVJuGhV2GzQ2kfHTa7hEqpICnTSmKamVA/AwFujsoFi82Ou1YDQGKmCbVSiVKBPMlQKxVoVSqMVhvpFisGtQq1UoHFZpdDGhabHYNGhcXmkM85MXLeP7XS8VkZ1DejkTq1mlSzGZvdcYzTg+J8zxlqsUp2l/uiVirlvIxbP9ub37ebHiPnpBHAaLWhV6tkr43jOOTrTDdbMdvtmKx2UoxWLicYibucQXK8EbtVwmayodKpUOuVKJUKUIBKpcS3lI6MdCtpiWZUGiUppxIxH9uD3WbBEFgVe2YKaQmn0LsHoWvSAvPeXaQlX0BvCMBsTkaj9USp1BAbuwOFQole54nB4I9KpUOl0qL3CMGSeQMUCtzCG0BmBlJQIAoPLWovRwturaca/2ADNpvjujUaJRqd47eoVDpyUmw2CTeDGr1exdUrmZhNNjJSLSgUCjITzVjTrRh3bSI1OfquiaiFqvxbf5B/5b/1vVzJ6uyBMmPGDHlbREQEjz/+OBMnTrzrcU8//TSVK1dGpVLx+++/50j5A1y5coUZM2Zw4MAB7HY79erVY9iwYYSEhOTo+DtRaMo/KKg2fj7lcPcIQalU41apKZKvh+PNM2e4cXk/Xr6VcGvXCp2nGp9SepRK8PXT4emuxstNg7+7hgq+ngS5u5OYaSTDaiXVZCbZ5HjgKwGjzY7FZifDbEOT5Rb20qu5kW6mtJeeUu56VEol8WmZJJssWGyOGb/VZicuwUhKsoWURDManRK/AB3u7hrMWTP+TKMNU6aNlBtmkk4lQYYJe+wZFEoVSr0Xks2MJSWO5MQzpGdcw2ROx2hKRalU4e0ZQnDpxqj13iRdPYLFko7NbuHqtX/JyEzGoPfCw90flUqNt2coWq0nNxLPyDHJKpU6E1S2JUqNnpT4o8Re3I/B4OVw5xp80Go90el8AAmbzYS7dzlU4REgSShSUwl6LAJzpg2b1U7qpQwkq4T9+EnU9SJRqBSo3dXYjDbc/LTo3NRcO5mMXxVPfPx1NI7wxXg+ir07d/Hz5E9v+2yDq9Zgzc7tBHk5JguWrIew2eYotdOoVJis1izr1Y5GpUKvVmW54pXoNGpZCTiT4pwK136Hb6dKqZAVlc0uYbXZXVz+TpwKH8gaU5Lj9M79s9fJOpWxk+z7W2w22Y1/63mc/+9U3E65s08ysp//1vh+9nCBU+krb5FLpVRisdkw2qxkWqxY7Q4rNtNiJdVkQa10yOlUuMkmC5kWOz4GDXZJ4kaGBbPVTqCnFje1mkAPAwB6lUqWW6dWkZ5lRauVSsx2GyarDWM2hZv9Wp3hjewTGXu2z9tql2SFbpckdFkJjY5xsiZUCiValcpFKdsliTSLBbes74dzwgW4hGDUSiU6tRqT1eoS4skehnH+q8uaUDhCRXZ5XGd4xXnvNSqVI6fEZsVdo5UnXs4wkPNeOe+F2W7DLkGqyUymxUaG1YrJaudGugWrzSF3htGGJsu74GlQE+Sllb933joNbhq17NlxXKOEQa1CkiRSzFZsWdszLbas74NEmtGG2WrnxNFEzEYbnn46LGYbNouEm6catVqJQgEZ6VYsJjs6NxUGgxpfPx2BvlosNgmDViX/ngwaJRabY4JmttpRKRUYLXaMZjsZmVZsNgm7XcJssWPPkketVnI1NoPkmHSSNy/j0D9z5Xuj1vphsyQWjvJv9V7+lf+2D4iNjXWRVafT3TGmbjabcXNzY9myZfTs2VPePmLECP7555+7dkT98ccfmT59Ort37+ajjz7KlfK/H+Qq4a90mUgsVjMe7r5cTzh52/uhoU3Q6zyJTziL0ZiKr09pQoLr4BPamIimr0JoEFKmBdRK0KrBbsetrAe+DZtQJ7ANvl5a/D00aFRK3DUqdGqHkgj2cJctDbPN8UDXqdV463WUcjNgsjp+tBabQ+k4k8Kyx4NDPAyOH6LFil0Cd60afzed/HemxYqnXo21tERZbzcSjWaSMy1cT7Wg1SiJjXW4+SRJQu+hJrRJKSwWO2k3AlBplJhSLdgsdtRUw9PQAaVKgSrLo6BzV4EEpgwblgwrvperQoYJRVISpYIvonYPQOHhg+TlgcJbj5RkhMsx6N1K0bLdJ6h8ggnpNBTP8p6gAHdrHbwPd0RSKMDHDYVSib60AZXaIYe7v46Qsm5oNEpsNscP1mKyo9MpSUk041/JE41Wia5xS7y9NBj0KvRaFd5uauKTzWjUClo1KkXb8qVJuRbPqBdfYN8OV1dl2QoVqFW3Lo/37kPrTp3wdHckpGSarS5WtirL6s6u+N00ajx1uqyHrw272YJOrUapdFrPNxPtsrvvHUpGkh+Gzn/VWRZeZpbiyh6Xz650ZSVLNgswa+zsyiP75OD2eL5TqShkaz77+Zzuf6dScWzLUn7Zcg60KoeV79xPq1Ji0GjksIBzkuGwQBVymESpUOCt02G0Oax9f4Mef4NeVoJmu2M/d62j54FO7VCs5XyyrGuFUh5HpVS65CY4J2NOy9dqt4PuZnjEarORnJaKl7sHyjtMYJz/KrJktNntGDRqUk1m+XzOSYIiyyPj/E1rlDcrJDRZ+zo9JJpsCtddmd2zctNr4vydOycEHloNmqwES3WWR8VN5/BcmCw20kwmVEolCuDYgb9xc3OjRq3a2CQJm92OJ1rH9auUuGs18udkszu8i877Zpckx7NDmzVRsNsczx1/CYvNEbqS98fhHXGGj5yTJ3etFk2WpyTm/HnmzZ5DnxcHEhYWhtlmkyfO2fNFMi1WdGoVzcr7k2w0U8pdT4rJInuGdGrH7+xahpE0kxWdWsnFRCNatRJ3nZpAd50jATbrN+D8LOyS4ztvzrpvmRZbVs6KXb7vdulmgmyVMA9sTSW8B7zNwKV7ObsngZQtv+HlUYrExMTbdMSDTNmyZV3+fu+993j//fdv2y8hIQGbzUZQUJDL9qCgIK5cuXNy5enTp3nrrbfYvn27vE5KTvnxxx/x8PDgqaeectm+bNkyMjIyeP7553M1npNcSdHmf99hTFVRu0Ugr60+QOz5NG6cSsI93AOr0U7F7uPAaKGMQgEqBSiVYLYi2eyOpiZaFW6h7nj6a9FqVegMKoJK6fE0qOWyKoNahYdWLbv0PHVaMi1WLDYbOrUafzcDBq1GtvY0ahWqLGsn02wh3WxGp1a7ZHEbbVaXhx7cfNh7arVy/DXY0znDtuKrd5ST+bs7ssKrBLuTaXGUg3no1KSZrKQarahVSrz0ahIzLMQlGLHbJUqX0mPQqjh3OZ2MTBuKLPeoXqdEr1dhsQTIEwkP96ZkZFqJjU4jI9mCNdOGwluLqkotggJ0ePvqcDOoSLxholFNf85fzcBNr0LVLJB6oT6kmizcyDRz6YYRhUKBTqOUa8bTjTYCvLT4GNTEp5px06rwMWi4lJTJ9RQLlUPcUSkVuKlVpFusBHsYKO8r4W/Qk3z5EuNeGsSfy3/DZrPh7+/P9evXGfjeh0x8953bXObOh4HTarVLEmQ97DUqFSqlUn4YG602zLZM+cHnfKja7MgWrkalQq1Sulj1TmtJqVTIngIAs9Wxj1MZOB/41qzJh4qb1reTm2V7rhanU+molEo02SxJKdt7ZptNVoi3upMdz0gJk9Uqu+1vWpq4KA2nQnE8sO1yKMGpFIxWR36ENuv+KSQJvUKBQaMmUKOR5XIqV41KhbtWg9Uu4a7RunQAc/6/8zpuJks6ZHeWGdolyZFcqVGjUSnZsn49K5Yt48CevVw4ewaTyYRSqSSodGke792bNyZ8TIrJ5FL94LCW7dhwKHaDRiN/Xla7Up4g3UyOVLlMopzyOJWkXq2Ww0O3elkuxcSwaM5sBr02AncfH1n5a9VKeYIQn5pGHT8fYoxmtGolYXot17RqzuzdyzsffMCWdesAqFS1Kq+NG8ejvZ5Eo9HIExVzZjo71q1j1bJlJFyL5+TRo5SvUoWXx7xOrXp18fXzR2cwuHgFEpOTOfD3fuw2GxHVqqDTGzh77jwatYqwsqHo3Nw5cewYF6OjSUlORqWAGzcSWbfid04dP872jRtYsW07nnotStNNz4Vdkkg2mjCoNZisVkp7euCpM6FVqvDM+i0BGLMmkZV8veRJZb0Qx2dsslox2mxy7orzc8iec+MMd2FArpKx2OyyQZZisgC4lLX2aVqWa7VKYR40jmOHY/jimfZ3VyYFSEEt7HMny/9e3Npd724d92w2G8888wwffPABVapUybV8n376Kd99991t2wMDAxk8eHCelX+u3P6rTkWh1Bu4mJJBitFKWW8DAe4GUk1mTFbHA9Ga9SWxZlloZpsku3HB4WLSqR2zTI3K8RBSKxQYNDddwXrVzaQn58PKmamtVirw1uvRa9VZrjpHXM5stctWk1OZ2KWbcVbnD9MZf3WN6bomb2W/Jc4x7EhZ12SX44O3Wj5alZJko1l267pp1JT29MAuSVxJS+diSgYJaWaHu1OlRKVUyPkLRpsjZhnsYcBXr0OpUHAuMQWjzY5WpSTEw4AxywXrlNtp+Tpn7KpsD1VnUlOgh0G+d859TVbHgzQjy33s76ZHr3Lce0+dlmnffMOM9/5HqVKl0Gg0xMTEyNe5YsUKunfvzpVsyi37fTNZbGjUKtkKz251Z5+YOVzXDuWlU6tkNzKQzSpUyBYjOJQ+gN0uoVQq5H9ttpvu/exKxWi1uiiU7LI4z+1UiM5zZs87uPkdupOLXyFvvzVnIHuCn5PscX5Nlpvb6RkB5LCC07LLXllwp7wEh0Xvem61UoFBo0GnVpNmMrnkU2Tfz/m7UigUuGk0mLMm1jZTJkqVivWrVrF29WquXb3K9k2bqFy5Mu3btyciIoKAgABSU1PZuXMn8+fPp2qNGjzz4ouUKVeepm3a4m4wkGGxEHvuHBnJyVSJjESj093mLrfa7XICp/EWt71TTk+91jEZtFjYvnkzh/bvR6fXc/riZbQpSQBs3bqVCxcuEFa+PG07deKq0UKIwo5Fb6CUXse+CzF0qlsbX19fkpKSSEpKIi0tjfj4eJYvX06lSpX45JNP8PX1ZerUqaxevZqQkBACAwOx2WxcjovjxvXrgCPOW6lSJSpXrsxff/3FX3/9BYDBzY0mLVtSqVoEnt7eXLp4kT9+/ZW05CRygk6nQ6VS4e3tTUhICI0aNeKHH37A09OTgIAAMjMzMVkspKWmItnt2LLCaXqDAQ9vb9p36cLw9z7AiEJW6s7vRvbnWrrZgptG7eKJcIYzjDYbF1PSOXctg0qB7hjUKkq562WvUPbKmlsTZwGXZwFASnIyT0ZGFIrbv0mL8fl2++/Z8VGOZc2t2z8pKQlfX19UqmxhL6dBoVKxfv36e66fotfrOXXqFOXKlXPZfuHCBSIiIsjMzMzhlbqSK+X/x7+n0bk74vROV6Vdkijl5obR6nBPWSVXxZj9oZed7A96Z7KUVulQAp66mzNYZwzOOYbTssyuHLJbhBbrTQvh1ge5cwabPZErO07r42Z8N+tfuw21QulSnnXzOlzLtZzndk5YnOdyxk5vtRjlJCeNWh7PkqXMNCqV/CM1Z7nRs2ecK1GQbrHgqdVi0GjItFjIsFqzJlRK2eUIjtn+rXFLZ4KZVqWU72tVT3fKli+Pj4cH3bt355NPPmH48OGMGzeO4OBgFAoFV7PuS/Z767wnDtergkyzlUyLRf4cPbPNop2fg9Pis9rtctzWiTNDP3uWvXP87J6A7HI47+utbv5blf6tNf/Zj8keP86uNLPjdC87JwbZv2fOz8aczWMByHFjq13CQ6ORPRxOmVy+h9msGK1SJZ8vuxWf/ffhtJQ9dToMWjWZmZkoVWrMWb9D56TY8T3TyL+3+MuX+PfECfbt3Mnmdes4euiQfN769esTEBBA165defXVV+9o0axatYpvv/2WzZs3Y7Va8fX1pXGLFqSkpLB72zb5+gODgykdGoqXtzehYWF88vXXct1ydgWVaXZUbOg0KhTAXxs28NeGDaxfvZpzp0/j5+eHxWLBy8uL0NBQlEolYWFhPPPMMyxdupTDhw9jNBrx9/cnJSUFm82Gj48P//77L5mZmfj6+uLh4YGnpyc2m42xY8fy3HPPocymuA4dOsTPP/9Menq6w8MRFES5cuVo0qQJlSpVcrn+gwcPcu3aNQ4dOsT27duJiooiJSUFHx8funfvzosvvoibmxsXLlwgPT2d8PBwJEni0qVLpKamUr16dSpWrHhHC/Off/7ht99+k2u81Wo1np6eqNVqlFm/i8zMTObNm8fx48epXqs2jz7xBHUaNiK0QgU03j5YJLtssIBjwqhVOn5zmVYr4JxoO8JBzmfdol0xxEWn0aplME3LBsi/U3lieou3y5nA6ci7cjyrjGmpPFatykOp/MExEaxfvz7Tp0+Xt1WvXp0ePXrclvBnt9s5ceKEy7bp06ezefNmfvnlF8qXL4+7u/tdzxUWFsa3335L9+7dXbavWLGCYcOGcfHixRzJfCu5Uv4rTkbh6eWJxWa/qXAVCrTKmy51ZwLMzZitsyzq5njOL8mtM32nstOp1S4xTsieVayUrQansnZuB8dD1pmkc2tC0E157LIXIbv15lQszgeS1W7HKtnRKh1uV1PWD0YeJ9tD2jnhcc6Q5Sxmbt4nb72OVJNZVkDO2vN0s8OFZsiqYHCEOFQuEwWn5exMjsrunr7VKnTidDE7r885kXLu63D/qtjy5xrWr1pJZO3adO7Rg85NmhDRqDEDej7OoEGDqFu3Ln379mXo0KF4eHjwb2o6fu4G+TxOT4PTEndee6rRLCs2k9WKt16PRq3CYrW5fK6SJGHMytNwXsutStc5WciOU/lnn9Bl/zf7533r3+BaX5/9uOxWu1KBHKcF5Mxw5/3LroiNVpuLBe8MLZjtNvn77vwMdGq1PHHMnh/hvAfOMZzJkVa7hKdOi8lqdZQBWizyhEutVBDo6Y7Zamfh7Fl8+MbrWC0WevXtS4fHHkOhVNG+SxfUKiULZs9m119/sWXdOtLS0gAICAigY8eOPPLII9jtdpo1a+bSRvS/sNvtnDp1ioULF3Lo0CEMBgNdu3alRo0anDhxgujoaC5dukRKSgqrV6/m6aef5pPvv8/6DKSb98FmR6dRkZmRQb/HH2fH5s2EhobSpk0bhg8fTsOGDfO0kInTUs5trLU4YLFYmDZtGqtXr2bv3r3yZ6rT6QgND6dyhQrY7Xa2bdtGrYYN6fXsc9Ro1AS9jw92tfqW3JSbz2BnmDR7mMX5/2a76+T/Ns+XQklSclLhKf/mb+df+e/8JE+lft999x1Nmzbl+++/Z9asWRw/fpzw8HDGjRvHpUuXmDdv3h2Pf//993Oc8PfGG2+wdOlSfvzxR1q1agU4PF4vvvgiTz75JFOmTMnxtWYnV8p/XdRZdB7u6FVq+UeY/YENyAlHd8vWzq4U7UholSrZevc16LOOlVysfedD02KzuZw3e3w5e0Z0dssNkB/S1mwP++y139nd+LZsM1xAVuS3uvhv/XFk/zFkDzE438s+WXLeB+Ut27L/0G61Bu2SJMf9Mi03JyHOH6ztDtd2631w/r9GrcJud1hYu7ZupVf79lSsWJGzZ89Stlx5TMZMdm7fTqVKlVizZg1z585lxYoVNGzYkK1bt3ItS7FlJ7v1r1I6PyPJ5R7Ik6pbrOLs1rnTwnB+/tkngbd6Au6k7LOP6eRulQDZ3epmm80lNOL0LmU/l9NFnm42k2mxunhOsnsZ5NJCk4l1v/1KWnoGWp2WWvUbEFm7NteTkti8bh2x58/h6+NLSEgwJ44fJyM5GZPJiA0Fnn5++Pj707BxUyJq1cSgcSSrpZst+LsZsNvtXLl8iUNHjxGzbw9HjhzhzJkznD59mhdeeIFy5crxzTffkJDgaDQTGByM3mAg5vx5mjZtyqOPPkr9+vWJiIggLCzMxfq9H1itVpYuXcqQIUMIDAzk7Nmzjs/Ebmfq1Kn8uXkL6WmpXLt6lQtnzqDValm2bBmdO3fO18plJQmbzcapU6c4c+YM0dHRXLhwgXPnzmGxWKhXrx47d+5ky5Yt8v7uXl50fLwXnXo9QbX69SGrlNKalajp9AY4n2fOZ9JND6iEWqHETta/2Z5fGampPFK5QqEo/8bN3sq38t+769M8NfmZNGkScXFxREZG8uWXX8rKecCAAVy4cEEODd1KbpS/2WymX79+LFu2TJ7A2u12+vfvz3fffYdWq82xzNnJlfLfcPocGnc3+YOWH3hZ7mRH4pzjGLdsCSrOf7PHdTVZVlz2OCU4rF5nrBJuujidL7jdtevEOUHIrkic72evy85u5d8sLbsZ25fHvsU7kd1dfieyy3Rrkxmj1SaHSZwTCq1KJXsoblVemqwSLJVSSbrZLI/jvAc+bnosNrsc73aW1Tm5GR7IFjvPUlLJmUa8dBpiz59n1fz5fPLJJxiNRj7++GMmTJhAaGgox48fd/kh7Nixg9atW9O7d28+/+knNNk+X0mSyDQ7JiQGrdrFSnYtpcuaYGXzHN06Kct+Lx3HOCdhdpf7q8mKF2cvBXNkz9vuGJO03jJJhewTMaU8AVQrQLJa8fbwINNqZcfmTVy+dJmuj3ZB7+uH2WolIzmZUlYzXl5ehISEkJKSwsmTJ+UH7sGDB2VlbLVaUSqV2Gw2VCoV3bp14+DBg8TExODj40NSUhIAfn5+BAcHo9VqsVgsXL16lYSEBJRKJY0bN+bKlSukpqdDVsw3LS0Ni8XhMQoODqZhw4aEhYXRuXNnunbtikKhwG63c/36da5evcoPP/xARkYGffr0oW3btnf6+t5XpkyZwuuvvw7AggULePbZZ0lISGDs2LH89NNPtG/fHn9/f4KDg6lYsSJdunShcuXKhS7nw86VK1f4559/iI+P59ixY8yYMYO0tDTCwsKoWLMmWq0OvU6HwWDAbLWgd/fALzCQilWrUb5WLbz8/LDY7CRmmuSQgZvGkX/lDCvYJYnMtDQ6FKryz3ubW6vVlCflX9hERUVx+PBhDAYDNWvWJDw8PF/j5Ur5bzpzHl1WbCK7y9tpxWdXmk63NrhaUs4YJdxs9GLMcqc7rfDsSu5Wqy57rPjWGHH2/bJbjU6Fmz0PIftkwjkRya6sXK1l1/uR3auR3btxa6jD6TG4Nf7sa3C4zHdu28aGlSuoWKkiPn5+ePv4EBgcTFpqKnUaNcZgMMhj2iUwWawuEyFnfoLTA2K12+WqCPmzyTYJAJi55xTRv8/lz0ULSUxwLBFbu3Zt/vnnH8eiM1WqcOHCBTp37syqVatcrnvhwoU899xzrF69mgadO2fzumRVSZgtcs2+XXLU+2vUNz9vZ4WDSqWUa4WduEzAJEm+ruz143dS3tknYrdmKzv3cU4KnN+/W8dwsmv9WsaPGMHFixfx8/PD19dXtlABypcvT1xcHEajUd7mrIJw4unpSWRkJA0aNKBatWo88sgjlC5dGoVCwTfffMPSpUupWrUqb7/9NjVr1uTMmTPExcXRokWL2yxcq9XKzJkz2bZtG+XKlcPLywtVVgjCw8OD8uXLU65cOapVq3bfLff8sn37dtkqiouL48yZM/Ts2ROj0cjnn3/O4MGDi1jCkonNZuPvv/9m4cKFREVFYbFYsFgsGI2O6qHk5GQuXbokhxPKlCtHv1FjaPxYdxKNZkxWO55aNb4GLZ5ZLbwB0lNT6VSlolD+DzC5dvu7ezoaudwa93HijKGrlQrcNVr5we2u1chlUlb7zdi4s6zr9nFuxqazJ7opFQq5BlmnVssTiEyLRXbdOjO5s2dVg0MpGDS3Nw5xThyyTzSyW6bOY53/3qrQs+cbyFZ2VgjCOb6zllepgNMnT/L7kiX8NGsW1+Pv3BnQ09OTM4mJcujDeV+VCgVLFi4k/tIleg94AXcvL1IzM3HTO9xe2WuL9Wq1bIlnzw+oV74Cl2NjXM7XuHFjTp48SUpKCpUrV+b06dNkZmai1990p0mSRGBgII8++ihTfvzxNpmdXgCr3WHd35pnkX2Sdeu9vi18lGXB3ylmf+tn4Dz3TQ/CzfCS8144PyO1UolGrXLIZzVz/MgRzuzfz4oVK/jrr7/o1q0bTz31FNu2bePIkSNUrVqVTz75hHnz5pGSkkJISAhhYWH4+flx6NAhDhw4QNu2balTpw7ly5fHx8dHuKnvwK5du2jevDkAKpUKm81Go0aNWLly5W310oIHC0mSuHDhAt9++y1ffPEF7R7tyvhZs7mWbiTTakOtUOCp02DQOCq1lAoFqSkpdKlaqVCUf6Omb+Rb+e/bPemBUv6jR49mwoQJuLu7M3r06Hvu+8UXX+TpHLlS/n/+e0ZW/re6TJ3u/+zWv3M/5yu7VZ9d2d5qbd+a1e48h/N9ZwJh9uSsm5mnttvKim66iW9agk4F4ix70qkdTYcqeTmqGeo0bESf55+nbadOPNa8GTXq1qNazZrEXYzFbDQxeeb3eHp6Ypck0jIy2LtzB+UqViKwTBl5cqPK5nIHRzvS2KRkti5ZxDsjR97xXms0GnQ6HRUrVqR+/fqcPXuW6OhokpOTqV69OpIksWvXLlmh63Q6TCYTbTt1IqxcObx8fCgdGkpwSAgfTfgIrd1GkwYNyMjIIDIykl69ehEdHc3cuXOJvnyZv3fvlktOnG5kjUbD+PHjeffdd2+T78033+SLL77gcGwspQID/+urQ/ZkQHVW2CN7ad6tEzGXcNIt1r7JanXxKDlDRI6mTRqXCYJGpZKTD51loBWzkhSNRiN9+/Zl1apV2Gw2tFotrVu3ZuDAgTz11FMPvBVdXDl//jw7duwgPT2dChUq0KZNmzzHKwWFgyRJ7Nmzh4MHDzLu7bepGBHBR7PmoPfzlxOVvfVaue2yTq1CrXDE/DsXlvJvMjb/yn/PlAdK+bdt25bly5fj4+NzzzCdQqFg8+a8rdSZa7e/R9bNyZ7VfKsH4NZkqjslvjk7St0pOS57tnT2TmtORX+rJ8BhfbvWoyoVCjIzM7l49jRRR49y6uhR4i5exMfPF7VKRfKNG/gHlMLH3w+7zca1q1exWiysXLbM5Vqee+45FixYcNs90RsMuLm5ERgcTPS5c2RmZqLRaHj17XdIz8ggJDSU5q1aExQSguctE6bM9DRa1YwkLTmZgIAAXnzxRV566SUOHz7MZ599xpkzZwAoXbo0FSpUoHz58nh6enL8+HGUSiUtWrSgS5cu7Nq1i4SEBOx2O7///jvJycncuHGDS5cuYbVaqVixIpUrV+bGjRvo9Xr++ecfUlJS5GuoUKGCHCsOCgoiKCiI8PBw6tati4eHh7yf3W5n6dKlnDx5kh9//JH0jAz+PnfOZZ87YZGrFVxDI9mrQcxWu1yi6fwuqZTKrG5/jpBL9o572XH2NrgVZwa50wMRbnB9MMyfP5/+/fsDjhW26tevn6+lMQWCh43Y2FheHz+eQ/v/Juqko0ytdceOTP1pPiq9nsRMo2zsBbm7467VcjHZ8WwxaDSkp6bQqny4UP4PMLm2/H19fG5T+E53cvYEOidO6/qmS/im+/dWV64zVuycFGS3BsF1Fba4mBiWzZnF9bg46jZsSFpqKiePHuX86SgsFitpqSkk3biBPWuiULlyZSpUqMCNGzeQJImAgACuXLlCYmIiGo2GwMBAtFotiYmJ3Lhxg/T0dFQqFVqtFpPJJMfAPDw86NChA7Vr1yYtLY0rV65QsWJF2rRpw6xZs5g5cya+vr4kJibK96FytWoYvLwxpacRc/48FrMZa7ayQYDBgwczc+bMPH2It2I2m7l48SLlypVzsWLT09PZvn07Hh4eVKlShcC7WO6SJBEfH8/58+fZs2cPS5cuZffu3YSEhFCnUSPenzyZ8nlcSQock4KbIZebvfZvDbXAzeRK5/fHLjmaQyVlGGUL31mCeSMjk9iUNJ6s5JoIk5KSwsGDB9m7dy+7du1iw4YNZGZm0rZt2zzPmgWCh5G0tDTe+egj5kybhpu7Ox0fe4wuPXpQq0kzFBpNVrdGJclGo0vLYQBfgx5DVufJy9eu0a5i+cJR/o3H5F/57/1cKP874bzJW85dwM/HB51aLfdqz27Zg2uZWnYFfvP9W0uyXN+7tfzN2W88u2fgzL//0rt9W27cuEHjxo3Zv38/wcHBREREUKtWLXQ6HZ6engQGBlK9enVq1ar1n1ZqQZGUlISXlxcJCQkcPXqUixcvsm/fPtLT0/Hy8qJcuXLo9XoyMjK4cuUKMTExxMXFMX36dGrWrHlfZUtPT8dut2M2m0lLS8ta1UuD3W7n4sWL/PTTTxw9epQTJ07IWeg6nY5mzZrxv//9767up2t3yK6/E87cizs158ktmWZHX4CUxBts2LuPshYTly9f5urVqxiNRpKTk4mLiyMqKorz588D4O7uTpMmTWjfvj19+/a9rWOWQFDSadelC3u3bWPA0KGMeOstfP38slXeSFisNlJNJjKyyo0tNtsdk78zU9MKLebfsNGofCv//fu+FMr/Tjhv8olrCXh6eWG3S6QYjS5NSZwd5pzlac5kN6crXqlQ4K7VYrbZSDWZ0atVcq/3yePfYe/2bTz2xJPYbDZSEhO5nnCNiMia1G3UiOTERE6dOsWlE8fZvn07sbGxAHh7e5OQkIBCoXBpnSi4nZUrV9KjR4977lOuXDmaN29OREQE1atXp1y5ckRERLgk/eWEi1nrsd8tLJQfbDYbJ48dY8/27Wxeu5ZNa9fKngKDwUBwcDAGgwFPT09CQkKoVKkSkZGR1KtXj+rVq4vviUBwFxISEihVqhSjx4/nrQ8+cHnPsTSzo526xWpDp1GTajSRbDRhslrl9Rucxpo5M4PIwFJC+T/A5KrlVWJ6Bno3dznTPnsrVLVSSYi3o/ufyWKVF5MI8tLJFp/ZYmXjqpWo1Sq8fP0pX706Sq2Ok//8w4msl7+/P35+fvj5+bFyyRLZPe7u7k7NmjV56qmn6NixI5UqVSI4OPih7Np1PzAYDLdtq1y5MlOnTkWlUuHm5kaTJk0K5H6GY8LuFQAADa5JREFUZq377uRcSgobVq3irw0bOHfmDCqVioqVK9Ouc2c6dO16z3h73KVLzJs1i6OHD3Pp7FnOnj2L0WhEq9XSqFEjZs6cSePGjQkLC8Pb21tk2gsEecTHx4emTZvy3Zdf4uHtg+TlzZCuXShTpgwolRxJTOZ6ZiamrA6d4T7eBHm4O4w/raM7qZx4nbd283lDsjte+Tm+BJIry/9OM6Of/z1PRClf1p2+RLdqYWRYHIupOPvzO+vy7ZLEwf37eLrdTdexm5sbzz77LF26dGHAgAGkpKQQHh7OwIEDCQoKIiMjA5VKRfny5QkPD8fd3Z3w8HBhveWSY8eOySGFgIAAuevbxx9/zNtvv31fz71t2zb69etHTEwM9erVo1q1atjtdo4ePcrx48dp2bIlW7Zsuetn2qFDBzZu3EjLli2pUKECPj4+hIeHU6dOHQwGAw0aNBATQIEgH0iSxKZNm7h06RLXrl2TmzE5MZlMua7KuJfOKCic52jQ8LV8W/5/7/9aWP65pW/V8gDUaezzn/vqK1UkNDRUXoggIyODWbNmER4ezsWLF/nrr79YvHgxkydPlmPSt+Lm5kbdunVp2rQpb775JgEBAfm9hIcek8kk//+QIUN49tlnCQkJwdvb+57HORvaaDQaDAYD7u7ubN26lUmTJtGgQQPeeeed234sSUlJ7N+/n/Pnz7Nt2zZ+/vlnWrZsyebNm6mYLUnQYrEwadIkxo8fz+7du2nRosUdZTBndTfcvn0727dvv+390aNHM2nSJDEhFAjyyPPPP8/8+fPlv4ODgylXrhxms1m0V36Iybfln1vsdju7d+9m8+bNWCwWfH19efLJJylbtiwHDhwgIyMDPz8/bDYbsbGxnDt3Dh8fH8LCwjh8+DALFixg//79AAwdOtRlVSXB3YmNjeXdd99lwYIFcihFrVbLHeLq169Pw4YNqVmzJmXLlkWRrSzzbvzyyy888cQTLtsiIyM5fvy4/Hfbtm159tlnuXbtGhcvXiQ6OpozZ87IrW8B9uzZQ+PGjV3GsdlsxMfHc/DgQebMmcPFixdJTU1FqVRit9tJS0uTJ5Hvv/8+7733Xr7vkUBQkpAkiRdffJG5c+fyzTffMGTIENRqdYEo+0K1/Bu8mn/L/+9vS5zlnyvlHxsbe99ujtFozPHqRL6+vpQrV45mzZrh6+t7X+R5WDEajcTFxZGZmUlGRgaJiYkkJCRw+fJleV1olUqFwWAgKiqKa9euodfr0WX1+3Z6AMLCwujfv/9tFvfGjRvZvXs3ZrMZk8lERkYGJpMJtVqNwWDAw8MDHx8fAgICKF26NOXLlychIYGoqCji4+PlFdhsNhv2bFUETpn0ej1ubm5yUp+7uzt16tSReykIBIKckZ6ezpdffglAmTJleOSRRwgNDS0w5V+2bNlCUf7167+Sb+V/4MD0Eqf8c+T212q1BAcHU7Zs2fstj6AYMfIuXQoFAoHAuVDV/Ue6Y4g4N8eXRHKk/PV6PefPn5fjrwKBQCAQ3AutVpvrMmFB4ZHjhD+9Xi8+SIFAIBA8WIhSvzwhaqQEAoFAUGyRkJDIuwKXSqjbXyxfJhAIBAJBCUNY/gKBQCAovkiS45Wf40sgQvkLBAKBoNgiSXakfMTt83NscUa4/QUCgUAgKGEIy18gEAgExRZh+ecNofwFAoFAUIyRyF+jnpIZ8xduf4FAIBAIShjC8hcIBAJBsUW4/fOGUP4CgUAgKLYI5Z83hPIXCAQCQfFF1PnnCRHzFwgEAoGghCEsf4FAIBAUWyTs+eztL9z+AoFAIBAUKyRJQsqH6z4/xxZnhNtfIBAIBIIShrD8BQKBQFB8keyOV36OL4EI5S8QCASCYovD7Z+fUj/h9hcIBAKBQFACEMpfIBAIBMUWZ8Jffl55Yfr06ZQvXx69Xk/9+vXZvn37XffdsWMHzZs3x9/fH4PBQLVq1fjyyy/zeskFgnD7CwQCgaDYUhSlfkuWLGHkyJFMnz6d5s2bM3PmTLp06cKJEycICwu7bX93d3deffVVatWqhbu7Ozt27GDIkCG4u7szePDgPMueHxRSSQ14CAQCgaDYkpKSgre3NxHVeqFSafI8js1m4eSp30hOTsbLyytHxzRu3Jh69eoxY8YMeVtERASPP/44EydOzNEYvXr1wt3dnfnz5+dJ7vwi3P4CgUAgKL44s/3z88Ixmcj+MplMdzyd2WzmwIEDdOzY0WV7x44d2bVrV45EPnToELt27aJ169b5u/Z8IJS/QCAQCIotBRXzL1u2LN7e3vLrbhZ8QkICNpuNoKAgl+1BQUFcuXLlnrKGhoai0+lo0KABw4YNY9CgQQVzE/KAiPkLBAKBoNhSUKv6xcbGurj9dTrdPY9TKBS3jCPdtu1Wtm/fTlpaGnv27OGtt96iUqVK9O3bN4+S5w+h/AUCgUBQ4vHy8spRzD8gIACVSnWblR8fH3+bN+BWypcvD0DNmjW5evUq77//fpEpf+H2FwgEAkGxRSqA/3KDVqulfv36bNiwwWX7hg0baNasWc7llqS75hUUBsLyFwgEAkHxpQja+44ePZp+/frRoEEDmjZtyvfff09MTAwvv/wyAOPGjePSpUvMmzcPgGnTphEWFka1atUAR93/lClTGD58eN7lzidC+QsEAoFAkAv69OnD9evX+fDDD4mLiyMyMpI1a9YQHh4OQFxcHDExMfL+drudcePGcf78edRqNRUrVuTTTz9lyJAhRXUJos5fIBAIBMUPZ51/5Ypd8l3nf/rsn7mq838YEJa/QCAQCIotBZXtX9IQCX8CgUAgEJQwhOUvEAgEgmJLUfT2fxgQyl8gEAgExRaJvK/M5zy+JCLc/gKBQCAQlDCE5S8QCASC4osk5bPOv2Ra/kL5CwQCgaD4IuXP7S+Uv0AgEAgExQyR8Jc3RMxfIBAIBIIShrD8BQKBQFBskfLp9i+pTW6F8hcIBAJBsUV0+Msbwu0vEAgEAkEJQ1j+AoFAICi2CLd/3hDKXyAQCATFFpHtnzeE218gEAgEghKGsPwFAoFAUHyRpPw16hFuf4FAIBAIihci2z9vCLe/QCAQCAQlDGH5CwQCgaDYIrL984ZQ/gKBQCAotohs/7whlL9AIBAIii3C8s8bIuYvEAgEAkEJQ1j+AoFAICi2OCz//GT7l0zLXyh/gUAgEBRbhNs/bwi3v0AgEAgEJQxh+QsEAoGg2OJo8qPI1/ElEaH8BQKBQFBskbL+y8/xJRHh9hcIBAKBoIQhLH+BQCAQFF8kO+TD7Y9w+wsEAoFAULwQ2f55Q7j9BQKBQCAoYQjLXyAQCATFFpHtnzeE5S8QCASCYovT7Z+fV16YPn065cuXR6/XU79+fbZv337XfX/77Tc6dOhAqVKl8PLyomnTpqxbty6vl1wgCOUvEAgEgmJLUSj/JUuWMHLkSN555x0OHTpEy5Yt6dKlCzExMXfcf9u2bXTo0IE1a9Zw4MAB2rZtS7du3Th06FB+Lz/PKKSSmu0gEAgEgmJLSkoK3t7e+PpWRalU5Xkcu91GYuK/JCcn4+XllaNjGjduTL169ZgxY4a8LSIigscff5yJEyfmaIwaNWrQp08f3n333TzJnV+E5S8QCASCYowdKR8vcMT8U1JSXF4mk+mOZzObzRw4cICOHTu6bO/YsSO7du3KmcR2O6mpqfj5+eXryvODUP4CgUAgKLZI5NPtn9Xhr2zZsnh7e8uvu1nwCQkJ2Gw2goKCXLYHBQVx5cqVHMn8+eefk56eTu/evfN38flAZPsLBAKBoMQTGxvr4vbX6XT33F+hcK0wkCTptm134ueff+b9999nxYoVBAYG5k3YAkAof4FAIBAUWxylevkv9fPy8spRzD8gIACVSnWblR8fH3+bN+BWlixZwsCBA1m2bBmPPPJInmUuCITbXyAQCATFFknKb8Z/7s6n1WqpX78+GzZscNm+YcMGmjVrdtfjfv75ZwYMGMCiRYvo2rVrXi61QBGWv0AgEAgEuWD06NH069ePBg0a0LRpU77//ntiYmJ4+eWXARg3bhyXLl1i3rx5gEPx9+/fn6lTp9KkSRPZa2AwGPD29i6SaxDKXyAQCATFlvx26MvL8X369OH69et8+OGHxMXFERkZyZo1awgPDwcgLi7OpeZ/5syZWK1Whg0bxrBhw+Ttzz//PHPnzs2X/HlF1PkLBAKBoNjhrPP38AxHoch7BFuS7KSlRueqzv9hQMT8BQKBQCAoYQi3v0AgEAiKLUXh9n8YEMpfIBAIBMUWR5OevEevpXwcW5wRyl8gEAgExRZH2lo+lH8JTXsTMX+BQCAQCEoYwvIXCAQCQbFFxPzzhlD+AoFAICi2CLd/3hBuf4FAIBAIShjC8hcIBAJBsUW4/fOGUP4CgUAgKLYIt3/eEG5/gUAgEAhKGMLyFwgEAkGxRbj984ZQ/gKBQCAovuTT7Y9w+wsEAoFAICgJCMtfIBAIBMUWCXs+k/ZKpuUvlL9AIBAIih1arZbg4GCuXLmS77GCg4PRarUFIFXxQSGV1DoHgUAgEBRrjEYjZrM53+NotVr0en0BSFR8EMpfIBAIBIIShkj4EwgEAoGghCGUv0AgEAgEJQyh/AUCgUAgKGEI5S8QCAQCQQlDKH+BQCAQCEoYQvkLBAKBQFDCEMpfIBAIBIISxv8B5X0mWV99J4MAAAAASUVORK5CYII=", "text/plain": [ - "
    " + "" ] }, + "execution_count": 23, "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ax = plt.subplot(projection = ccrs.PlateCarree())\n", - "\n", - "sic.sel(time='1985-08').plot(cmap = cmo.ice)\n", - "ax.coastlines();" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Most of our work is in the Southern Ocean, so maybe we don't care. But if you are interested in the Arctic, then we need to account for the tri-polar ocean grid that out models use. The easiest way out of that is using contourf, and the passing the x and y coordinates.\n", - "\n", - "See [Making Maps with Cartopy](https://cosima-recipes.readthedocs.io/en/latest/Tutorials/Making_Maps_with_Cartopy.html) tutorial for more help with plotting!" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "We need the geolon and geolat fields from the model for the actual (two-pole) coordinates, instead of the model (three-pole) coordinates." - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "geolon = cc.querying.getvar(sic_args[MODEL]['expt'], geo_variables[MODEL][0], session, n = 1).load()\n", - "geolat = cc.querying.getvar(sic_args[MODEL]['expt'], geo_variables[MODEL][1], session, n = 1).load()\n", - "\n", - "if MODEL=='sis2':\n", - " geolon = geolon.rename({'lath': 'yT','lonh': 'xT'})\n", - " geolat = geolat.rename({'lath': 'yT','lonh': 'xT'})" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": { - "tags": [] - }, - "outputs": [], - "source": [ - "sic=sic.assign_coords({\n", - " 'geolat': geolat,\n", - " 'geolon': geolon\n", - "})" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "Use contourf, and the geolon and geolat fields" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": { - "tags": [] - }, - "outputs": [ + "output_type": "execute_result" + }, { "data": { - "image/png": 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", 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", 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    " ] @@ -2130,7 +4664,7 @@ " cmap = cmo.ice\n", ")\n", "\n", - "ax.coastlines();" + "ax.coastlines()" ] }, { @@ -2142,7 +4676,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 24, "metadata": { "tags": [] }, @@ -2184,14 +4718,14 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 25, "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": 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", + "image/png": 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kJCSKIAkECYkq5NNPP2XhwoXk5eXVtCkSEhIS5ULqxSAhUUVMnjyZY8eOkZCQwJ49e/jtt99q2iQJCQmJMiMJBAmJKiIuLo4ffviBVq1aodFoOHXqFJGRkTVtloSEhESZUNa0ARISlypXXHEFn3/+OQcOHCA8PByTyVTTJklISEiUGSkGQUKiili8eDGnT5/ms88+Y/Xq1cjl0p+bhIRE3UGaYpCQkJCQkJAogjTFICFRhZw6dYq3336bLVu2cPbsWWQyGVFRUXTv3p177rmH+Pj4mjZRQkJCIiCSB0FCoor47bffGDBgAPHx8fTr14+oqCgEQSA1NZV169Zx8uRJvv/+e3r06FHTpkpISEgUQRIIEhJVRKdOnejZsydvvPFGwPUPPvggv/32Gzt27KhmyyQkJCRKRxIIEhJVhFarZc+ePTRr1izg+gMHDtCuXTvy8/Or2TIJCQmJ0pHCqiUkqoiYmBi2bNlS7PqtW7cSExNTjRZJSEhIlB0pSFFCoop45JFHuOeee9i1axd9+/YlKioKmUzG2bNnWbduHYsWLWLOnDk1baaEhIREQKQpBgmJKmTFihW88cYb7Nq1C5fLBYBCoaBDhw489NBDjBw5soYtlJCQkAiMJBAkJKoBh8NBWloaACaTCZVKVcMWSUhISJSMJBAkJCQkJCQkiiAFKUpISEhISEgUQRIIEhISEhISEkWQBIKEhISEhIREESSBICEhISEhIVEEqQ6ChEQFsVgsnD17lrNnz5KTk4PVahU/+fn5fv/3XW6329FoNAQFBRX5aLXaIsv0ej3R0dFER0cTEhJS05ctIVErsFqt2O32SjmWWq0mKCioUo51KSFlMUhIFCIzM5Pjx49z9uxZUlJS/P71/Tk3Nxe1Wk1UVBQGg6HEQd770Wg0yOVy3G43NpstoIAovMxsNnPu3DnsdjvBwcHExMQQHR0t/uv7c0xMDI0aNcJoNNb01yghUWVYrVYaJiSQevZspRzPYDAQExODXC5n0qRJTJo0qVKOW9eRBILEZYkgCJw5c4b9+/cX+Zw7d47w8PCAA3DhwdhoNCKTycp8XofDwfnz56lXr165aiEIgkBmZmapoiUlJYXMzEyio6Np0aJFkU9MTEy57JWQqI2YzWZCQ0PZ899/6A2GizqWxWymbcOGZGdnY7jIY11qSAJB4pLn3LlzbN++nX/++UcUAQcOHMBisZCYmEjz5s39BtHmzZsTFhZWJbZUVCCUh8zMzIDC5/jx4+j1er9rbdmyJZ07dyYyMrJKbJGQqAq8AuFIZmalCISksDBJIARAEggSlxROp5O9e/eyZcsWtm7dypYtWzh27BgtWrSgVatWfoNj06ZNq33esToEQnHk5+dz8OBBP9Gwd+9eDhw4QFJSEt26daN79+50796d5ORkFApFtdonIVFWJIFQPUgCQaJOk5mZye+//y4Kgm3btiGTyejatas42HXp0oXQ0NCaNhWoWYFQHJmZmWzbto0tW7awZcsW8Tvs0qWL33coxTVI1BYkgVA9SAJBok6Rn5/Phg0bWL16NRs3bmT//v00btzY7+23ZcuWtfbt1+l0kpGRQXh4OEpl7UwicrlcRbwwR48epWXLllx99dUMGjSIq666Sor6lqgxJIFQPUgCQaLWc+LECVavXs3q1atZv349UVFRDBo0iL59+9K9e3fq1atX0yZe8pw7d46tW7eybt06Vq9ezfnz57n22msZNGgQAwcOJD4+vqZNlLiMkARC9SAJBIlah9PpZOvWraIoOHDgAD169GDQoEEMGjSIFi1aSJH4NYggCOzbt0/8/WzZsoXk5GTx99O1a9da68GRuDSQBEL1IAkEiVpBXl4e33zzDV9//TVr165FoVAwcOBABg0aRL9+/S6Z+W+Hw0F6ejoRERG1JgbhYsnMzGTt2rWsXr2a77//HkEQuO6667jhhhu4/vrr0Wq1NW2ixCWGJBCqB0kgSNQYLpeLjRs3snTpUj7//HPi4+O58cYbGTRoEJ06dbok30JrY5BiZeJyudi2bRurV69m1apVpKSkcNNNN3H77bfTu3dv5HKpurvExSMJhOpBEggS1c7evXtZunQpn3zyCQ6Hg9GjR3P77bfTvn37S37q4FIXCL4IgsDOnTtZunQpn376KTqdjltvvZXbb7+dFi1a1LR5EnUYSSBUD5Kcl6gWzp49y+uvv067du3o1KkTJ06c4N133+X06dPMmTOHDh06XPLi4HJDJpPRqVMn5s2bx5kzZ1iwYAFHjhyhffv2dOzYkblz55KamlrTZkpISBSDJBAkqgy73c7y5csZMGAA8fHxfPfdd9x///2cO3eOTz/9lIEDB9baVD+JykWlUjF48GBWrFjB2bNnuffee/nyyy+pX78+gwYNYuXKlTgcjpo2U0JCwgdpikGi0klLS+Pdd99lwYIFaLVa7rzzTm699VYpFQ6P293pdKJUKiWPCfDff//xySefsGjRIhwOB5MnT2bixImEh4fXtGkStRhpiqF6kDwIEpXGvn37uOuuu2jQoAHr16/nnXfe4eDBg0ydOlUSBwXIZDJUKpUkDgpo2LAh06dP59ChQ8yfP58ffviB+Ph47r33Xvbv31/T5klIXNZIAkHionC73axZs4Z+/frRsWNH3G4327Zt46effmLw4MFS1HohXC4X2dnZuFyumjalVqFQKBg6dCgbNmxg8+bNWK1W2rVrx4ABA1i7di2So1NCovqRnt4SFSInJ4cFCxbQokULJkyYwJVXXsmJEydYtGgRrVu3rmnzai1ut5vc3FzcbndNm1Jradu2LYsXL+a///6ja9eujBkzhpYtW7Jw4UJyc3Nr2jwJicsGSSBIlIuMjAymT59O/fr1Wbx4MU899RT//fcfTz75pFTyWKJSiYqK4plnnuHEiRNMnTqVd955h/j4eJ566imysrJq2jyJy5i33nqLhIQEgoKC6NChA7/++muJ23tfprRaLc2aNeOjjz7yW79kyRJkMlmRj9VqrcrLKBVJIEiUCbPZzMyZM0lISGDnzp18++237Nixg9tuuw21Wl3T5klcwmg0GsaOHcsff/zBl19+yZYtW0hISOD555/HYrHUtHkSlxkrVqxgypQpPPHEE+zevZtevXoxYMAATpw4EXD7t99+m2nTpjFjxgz27dvHzJkzmTRpEt9++63fdgaDgZSUFL9PTTdEkwSCRInk5uby8ssvk5CQwM8//8y3337Ljz/+SK9evaRAO4lqRSaT0bt3b37++Wc+//xz1qxZQ2JiIq+99hp5eXk1bZ7EZcLrr7/OhAkTuPPOO2nRogVz5swhPj6et99+O+D2S5cu5e6772bUqFEkJiZy8803M2HCBF5++WW/7WQyGdHR0X6fmkYSCBIBsVqtzJ07l8TERL744guWL1/OL7/8wpVXXlnTptVp5HI5ISEhUvDmRXLNNdfw22+/8dFHH7Fs2TKSkpJ48803sdlsNW2axCWM3W5n165d9OvXz295v3792LJlS8B9bDZbEU+AVqtl+/btfrU/cnJyaNiwIfXr12fw4MHs3r278i+gnEhPKQk/7HY7CxcupHHjxixevJhFixbx+++/07dvX8ljUAkoFAoMBsMl2WeiupHJZAwYMICdO3fy9ttv884779CkSROxpoKERHkwm81+n0BiMy0tDZfLRVRUlN/yqKgozp49G/C4/fv3Z9GiRezatUssP/7BBx/gcDhIS0sDoHnz5ixZsoRvvvmGTz/9lKCgIHr06MGhQ4cq/0LLgVTGTgLwRNcvXbqUGTNmEBQUxBtvvMGNN94ovelWMoIg4HA4pFoIlYhMJmPo0KEMGTKEzz77jGeeeYaXXnqJGTNmcMstt0j38CXMmSwzIReZEJRjNgMUqdXyzDPPMGPGjID7FP7bFQSh2L/np556irNnz9K1a1cEQSAqKopx48Yxe/Zs8UWha9eudO3aVdynR48etG/fnvnz5zNv3ryKXtpFI/3lSLBjxw66du3KM888w6xZs9i7dy8jRoyQHqxVgNPpJC0tDafTWdOmXHLI5XJuvvlm9u3bx5NPPsn06dPp0aMHf/zxR02bJlEHOHnyJNnZ2eJn2rRpRbYxmUwoFIoi3oLU1NQiXgUvWq2WDz74gLy8PI4fP86JEydo1KgRer0ek8kUcB+5XE6nTp1q3IMgjQCXMWlpadx111307t2bAQMGsH//fm6//XbJ/V0NGIzxmEzJ4kelMaHSBH5YePGuV2lMfvv64nu8yxWlUsm4cePYv38/11xzDT179uS+++4jIyOjpk2TqMUYDAa/j0ajKbKNWq2mQ4cOrFu3zm/5unXr6N69e4nHV6lU1K9fH4VCwfLly0ssJCcIAnv27CEmJqbiF1QJSL0YLkNcLhfvvfceTzzxBD169OCNN94gKSmpps265DGZkgkzxhBq1JGdlYdOG4VOH4faEAuA3XyGPMtpLDkp4j5myzkMes+biT7E/2Gh08eJPxfez7tvtuUcDltaVV1SneDQoUPcf//97Ny5kxdffJE77rhD8o7Vcby9GH499h8hF9k/IcdspldCwzL3YlixYgW33347CxcupFu3brz77ru899577Nu3j4YNGzJt2jROnz4t1jo4ePAg27dvp0uXLmRmZvL666+zbt06du3aRaNGjQCYOXMmXbt2pUmTJpjNZubNm8fSpUvZvHkznTt3vqjruxikGITLjG3btjFp0iQyMzP56KOPGDRoUE2bdMljMiUTF9OWJk0HIZdDSIgcfWQUgsFTWEoI1wOgJgE1EJZhQchKw24+Q1SBJvCKCC8yo0ncD0CTYcFYsA94BAOAQR+FSmO6rEVCkyZNWLNmDd988w0PPPAA7733HgsWLKBjx441bZpEHWTUqFGkp6cza9YsUlJSaNWqFWvWrKFhw4YApKSk+NVEcLlcvPbaa/z777+oVCquvvpqtmzZIooDgKysLO666y7Onj1LaGgo7dq1Y9OmTTUqDkDyIFw2nD9/nmnTpvHpp5/y+OOP89hjj9V4EY5LHZXGRKg+iiZNB6E2xCIzmpDL3GjrqbEbDGjCgtCHXSgyZcm0ow9TY8m0k59px5lhQ5Zh8RMCAMpwDVqf/fIz7QC4DntEgOAjFM6l7JQ8CT7k5eXx0ksv8eqrrzJmzBief/55IiIiatosiXJSkx6EywnJz3aJ43a7eeutt2jatClpaWns3buXp59+WhIHVYg3niBUH0VcTFtRHAjhenQd62NoWx9TooH4RD3GMI34iU/0CAF9mJrIxBBiO0YQ0ikWfZIeZbgGZbgGfZKeyMQQ9GFq8ROZGII2TI2iseccMqNJ9DjoQ2LEKQoJ0Ol0zJo1i7///ptTp07RtGlT3n33Xak3hoREAKQphkuY48ePM27cOE6ePMmyZcsYMGBATZt0yeMNDgzVR2HQe2IMZEYTisYmtAUDujGsaPCTF2OYhqzMC/nXXo+C12Pg63HwRR+mFj0JEqWTlJTEd999x7fffsv//vc/PvvsMxYvXiy1JZeQ8EHyIFyCCILABx98QJs2bWjevDl//vmnJA6qGF+vQXxsG+Ji2hIV0xFNgzaEdIq9IA5ClSitFnCX3O7ZkmkXP77eAl+PQ2G0YWqU4f7LLTkpmC3nKvVaLyWuv/56/vrrLxo1akTr1q1ZunSp1FpaQqIAyYNwiXHu3DkmTpzIzp07WbFihSQMqgmvx0AfEoMxrpM4paAI14hv/cYwjUcYFLizI8LUpJfy1l+cx8DXy2ApOIY3boGCGIQ8y2lJHJQBg8HAokWLGDJkCBMnTuSrr75i4cKFUndSicseyYNwCfHFF1/QqlUrdDodf//9tyQOqgFvTQKvOPCmHgrher9gQu8bf4RRRahBRYRRVaI48HoMvBTnNfAGNFqOWDxBikePkXV6B+dSdnI6ZQ/ZUoBimRkyZAh79+4FoFWrVnzzzTc1bJGERM0ieRAuAbKysrj//vv57rvveOutt7j55ptr2qRLjkCFh0L1UWIgoreegczo2U5RIA680wIR3sHedaGCYoSPAPAVC944BFFUlOJFELMdstLIOr0DS04KJ8/8BSAJg3JSr149Vq1axSeffMKYMWO48cYbeeONN6TodonLEkkg1HF++uknxo8fT3JyMn///TdxcXGl7yRRJrwxBQDxsW2KrPd6DHyzFBQFMQABxQEQFRqES2FHERKETKnkbJYV8J9uiAhTFysKvHjXWzLtKMM1OAEZoDPHYclJIVQfRbblnJ+w8V5LWtq+in0hlwkymYzbbruN3r17M378eNq0acOHH35I7969a9o0CYlqRRIIdRS73c7jjz/Oe++9x6uvvsrdd98tNf+5SApnIMTHthGrF/pWLfQtWuQVBiFJer8MBe8AHm30TycVBDfyYD0o5H7rz2ZZSxQFvtv54p2KSAWcgIY2RAH6kNPExfjbDZ4CSokJ1wAXKi2C5GkIRHx8PD/++CMLFixg4MCBTJo0ieeffx6VSlXTpklIVAtSoaQ6yJkzZxgxYgS5ubmsXLmSJk2a1LRJlYJ3gK7uwUqlMYlioCQhAPgVLfLNGIhMDCniLfAO6g1CdQCcyM6rNJt9hUJ6pp2sTFvAAku+NvpORYB/aWdvMKPkXQjMgQMHGDFiBBEREaxYsaLYxjwS1YNUKKl6kARCHePXX39l5MiR9O3bl4ULF6LT6WrapIvG68ovXNDHtwKgr6u8MgWEtwyyb+ZBYQqnDmp9Agi9ouDIUQtJifoiHgO4IBAA/svMQbDZkGk0yErpB+C7X0ni4myWVZye8BUKXtHiuxzwFxE+GQ9eoSAFNQYmNzeXO++8k02bNvH555/7teeVqF4kgVA9SFMMdQRBEJg/fz7Tpk1j9uzZ3HfffbVuSqG4QTxQgJ930A8twZXv7UNwRetb/WIATKbki3rT9RUkTZoOQtOgDYrG/jYWV5jI10vgJwYSL/zoO7AXJl4fxHFzFgqVCuTyErf1pbjtTmTnEW0MItoYJE5T+AY8RhTKhMjKtHmKL4WpseCJWwg0sWEyJUtCoRDBwcEsW7aMuXPncu211/Lqq69yzz331Lq/QwmJykLyINQBcnNzueuuu9iwYQOrVq0qta1odeNtOexN9fPFkpNSZJl3ORDQre/7Ji/LsAD+/QWK61xYnGgoLFC84iAqpiPqtj2K9DYonF5YODag8NRBeXA7nVizswgKNSJXVr4+93oavFMQXuEABPQyODNscPSYZ3lBBoT39+XrUfD18EheBti0aRMjR47kuuuu4+2330ar1da0SZcVkgehepAEQi3n8OHDDB8+HKPRyGeffUZ0dHRNm+SHb88B39bFhfHO4XvxzoMXWV5o3tyL1yXuuy8QUDQULg5UeOrCW8yIxIRixUGxnoICKiIOoOoFgi++0xKFRcLJo5YLAqEAWYYF24m/0DTweGt8RZl3mXf5yX+/4eSZvy5rkXD69GlGjBiB1Wrl888/JyEhoaZNumyQBEL1IE0x1GJWr17Nbbfdxrhx45g9e3atjZ729hwo/Pbvi0DhuXwTzgybmBbozLAVGaz9CFNDkr5gUPNtc2xCyEpDbYjFiEcw6ENOBzxEYRsDiYOSshAqKgoqkwahF679RLalxG0ahOr9tvGdgvAKoXzfHcM16Bpf4/OdxGI54i+iLEcsyPCIrPjYC94jL5dTkGNcXBwbN27koYceomPHjnz66af069evps2SkKg0JIFQC3G73Tz77LO8+uqrvPvuu4wePbqmTQqIb50AQGxKBP6BfMWSGCIGzlEo8M+Lb0lhQJw/FxsThWtwZuhF74LGaEKdFSu++Xo9GoVFgfdcFp/B0kuVigOZDIVaA2WYt/YVA2VdfyLbwolsSxFx4LW/uHTKQN89AIkXzpGVaSM/XIMrw4JOH4dOHyfGieRZTnM6ZQ8qjemy8iqo1WrefPNNOnfuzPDhw5k+fTrTpk2T4hIkLgkkgVDLsNvtTJgwgd9++40tW7bQunXrmjapwvgONoEGJa+7u/CgVFqRIN+Oh5ZMu+ct2McTIcMjFHw9GV5PRWRiiN+xAnkNqhK5QoFGH3jgL00QlAXfY5QkEuDC9+6dTvEVRIXrLXixhNnJb2xCHd5DXCbLsMAJMOSkiHUVLjfGjBlDmzZtGDJkCEeOHOGdd95BWcVTSBJwypyDTrg4MZZnyQGgU6dOKBQKJk2axKRJkyrDvDqPdAfXIiwWCzfddBPnz59n69attS7eoKw4M2yeKYECSprLL1xBMND6QHj3KywWCFOT7+MSL+7NuLjjFraxsjwH3oFbEATcbhdyuaJa3jKLEwm+WQ+FPSXezIiAJOo9QY4FXhhLpp38cA3qrFj0Fv9ph8stkLFt27Zs3bqVgQMHcsMNN/DZZ58RHBxc02ZJlJEdO3ZIMQiFkARCLeHs2bMMGjSIiIgIfvnlF/TFvGXWJhy2NL85aCFcT7c+MWLhHm8/gfRMe8ABufAgVOygFIBArvLiREB5jltWQSAIgjjAu51O3C4XCAKC4CY2JJizVjsJpnCcDgfW3BxysjIBcDmc5OdYMNWPR6lSkZudhSB4yvvK5DJkMjkarRa5QoHL6cTtdiGTyZHL5cgVijJfh/81ee4lr1DwioDODcOL/Q6Kq7sQ4SO4vCmTAJbEBIyAriAG5HTKHkL1UZfdlENcXBybNm1i6NChXHPNNXz33XdSV0iJOoskEGoBBw8e5LrrrqNHjx68//77qNVV7+quDHxjELxz/UeOWjCGaejRvh6b/zjvt/3ZLGuFUgQDVSL0HfR9U/kKr/PufyI7r9zeAMHtRiaXIwgCzvx8BLcbt9uF4HIhuN0EGcOQKxQ48vNx2W1Eh+iQyeU4bFZigy+cSya7UBBJJpd5ig9cWIJMJiC43bhcbnALqIM89tvy8rBb8/22DQoOJig4GJfLicNqQ65QXPiUUnip8HdS1vXe793X6+BFFAlJeiwkoD7qiUfw5XITCaGhofzwww+MHTuWHj168MMPP5CYmFj6jhIStQxJINQw27ZtY/DgwUyYMIEXXnihXA/52oC3noDMaEIRrsFS4PYHSErU07lhON/vOUu0MajIoOP9f3FvrIUHsZIGtfIMeIEQ3G5cDkeBN8CJ2+lEJpejNYYhk8lw2mzI5DLiQg0FA7IctSYImVyOWx+MDAJWRlSqVChDQ8X/Ox0Oj7ehgGCfdYXRhoSgCdYhuD0Cwu1yoSiY13a7XNjy8hAEt7i9QqlCH+7xCjhsNuRKBQrFhT/xotMN+mIzIXzxFWiFe0L4em3ywzU4j3p+NuijxHTTy0kceNFoNCxbtoxHHnmEbt26sWbNGjp06FDTZklIlAtJINQg3333HaNHj+aFF17gf//7X02bU25CvcWGDLFFUht93+gHtC0aS3GxA/qF7fzd52XZ3uVy4rQ7cDkdKJQqNFotToeDwydPIZMrqB9mQKFUoVApUakLBsASAgirStTJ5HIUyCHAzIJKrSG0Xr0Cz4PLT3QIbje52VmeY8jkyJVKlEolQcHBRQIhC/+/pO/RV8h5hYJv1UYJf+RyOa+//jpxcXFcffXVrFy5kv79+9e0WRISZUYSCDXEokWLeOCBB/jwww+56aabquw8VquVlStX8tdffxEVFcVtt91GvXr1UFRwPtuLyZTsV4BIlmERMwm8QYMRYepyu/bLt60+4M/FYbdaMael4XZ7BlO5UinO6yuUSpo1alhqf4TahkwuRymXg0+NDJlcjsFUD5fTgcvhxOV04rDbCQrxZHDkmc0g84gMhUrlJ3C8XoXivAuBvD3eyozeoktSTwd/Hn74YWJiYhg+fDhvv/02Y8aMqWmTJCTKhCQQaoDnn3+eV199lTVr1lRZj/nc3FzGjRvHqlWr/JY/+uij9OjRg88//7zCHel8ux/64jqchiVcD0mewToiTO0zjaDntxPnihUAJQXGBd6+eEEguN04HQ6cdjsOux2NTotGq0Mul6PSaFCq1ShVKj8xIJPJylSb4GJRqlQYIy+uE2Cc0T/S+nSWudh1hdeD51oddhv2fE98g0KpQmcwiNMXJaVKepYV/V3lZ9o9lRgL6k9I4sCfW265haioKIYPH865c+d49NFHa9okCYlSkQRCNfPss88yf/58Nm3aVGU1DnJzcwkJCSl2/ebNm/niiy+49957L/pc3oA0NYili31rC8CFAadnA8/AWHwFwPJNKwTCmpuLNTcXEJArFChVanEeXqlWo6wjAaCFCTTwQ2Bx4F1W3D6N4z29L06mZ4oiyutFyLOYEQoCJeMNnnuouGkcb5OofZhJJUdcrg+JwWFbX+5rvNS59tpr2bhxI3379kUQBB577LGaNklCokQkgVCNvPjii8ybN48NGzbQqlWrKjtPfn4+jRs35vDhw8yYMYNmzZrhcrnQaDSsWLGC06dPc8MNN1TJub31Bwrn1wM4nU4+efstWl59LVHxDcp97MLCwO1247TZsNtsaLRaVBoNCpWSoJBgz8+K2nd7u5xO8sxmvzf2QMQZDSUO9KezzCV6EgL9v/ByuUKBWqtF7dNoSK5QYHdYPTEMMhkqtYag4OAitpbm8bncMhfKSrt27Vi3bh3XXnstSqWShx56qKZNkpAoltr3BL1EmT17Nq+99ho///xzlYoDAJPJxKFDhwKuq8x4h8IdFXXhzUvcfv+ePXyy8G2a7/+XkVOfBirmNXDYbNjy83DaHYCAQqUWUwdVas2FwMJaiCAIuJwOytIjrTgPQOFtihMCFSFIF0yQLtgTt2Cz4bDZxHoP0Wolp3JyUajU4rJAFRcL3xcS/nhFQp8+fVAoFDzwwAM1bZKEREAkgVANvP7667z00kv8/PPPXHHFFTVtTqVgtpzzC1L07fbnpfDg37pjR974eBkNEhPRF6T3lTX7wOV0IpPJkCsUBUWJQKsPQaXWVLiAUHVQ2O3vJdZoIDU3P+C2hSkuxqAyhUFhFEolioLMB+/vyGYx47LbPdkVGg2C25NiGRGmRhumxhKuR50VCymIRZJ8kTwKF+jQoQM//vgjffv2RalUSqV9JWolkkCoYubNm8ezzz7LTz/9RLt27WranErBYUtDpTGJAkGnj0MI14tNkALFH3hJLsd3IAgCLpsNp82GxZaHRqdDG6JHo9Oh0dV8Z8WyEGgqAOBMlhmlSiV6AMo6jVCTaPQG3E4nTquVU2lZpJltpNs1IPcXaN7g1cJtthMTrsFsOXdZdXwsiU6dOvHDDz/Qv39/FAoF99xzT02bJCHhhyQQqpAFCxbw9NNPs27dukuqSIrJlCxmMej0cWgatEHhE5yYnGCgQaiuxGDCwgV7Ci932m3Yc3JAEJCrVOgMoag0tXfqoCR8B3qHw8HBzAzggjegOBFQ0vriPBOVTWEPj1yp5KxLTpo7iGPn8nHLnVgy8xAyzWjMWdhlgtjp0YtvZUXzZdrMqTi6du3K999/z3XXXYdCoWDixIk1bZKEhIgkEKqIhQsXMn36dNauXUunTp1q2pxKwzfFUaePE4skaQvEQVk7IgYSD06HgxitmpR8uycDISgIpSbIE0wXVPZ+CjVNSXEBZy256AyhxEeEVejYtcWrkJ7lIDtbID8zB2eGlSBzJmqFG1WTaDTuOBzpVlyZGdjNZ0SxkGc5fdl2eyyJ7t27s2bNGgYOHIhCoeCOO+6oaZMkJABJIFQJixYt4rHHHuOHH36ga9euNW1OleAVByQmoE/Si017vCWVAwmA4t56HXY7ttxcnA67Jw1RpkSuUKLWFc3LL4my1AAoyzFK2qdwdkFxA3bhaxUzB+Ry1EFBFa6+WF0xCCXRIFQHCZ6fszJtnMmwYXOqsBpC0BoUKMy5KOupyRUiwHwGtSEWu/mMFLxYAj179uTbb79l8ODBKJVKqZiSRK1AEgiVzJdffsmDDz7ImjVr6N69e02bU+mE6qPQh8SgNsSK/Rf05fQeeHG7XORmZ4slj73TCCEFEfLein4XQ3G1AQINroFc+oFSDYv7uSy43W4cNisn3W7kcnmJIqM2UFK/Bu/v25KkJ7+giqYD0Daohxw3CoMLTXYMQRoXrlzP9IIUqFg8vXv35uuvv2bIkCFEREQwaNCgmjZJ4jJHEgiVyLZt27j99tv55JNP6NWrV02bU+moNCZaNu2PTh/nEQeNTUQmhojioHBDpsJ4B1unwyFWMlQoC+oWBEhNvBjPQWnblXVgruw0QrfLRb7FgkLpKXHs62Eor0iobNuKI1CMiN/vOVEvltf2JTcrB5kMclL3YrWno1DZsNlsaOpoLEl1cM0117B48WJGjx7Nxo0bad++fU2bJHEZU7cKz9dijh49yvXXX88LL7xQZUWIagKVxiR+fFs7Kxqb/OIOfMVBcQO7027HkpFBTmYGLpcnbVFnMFS4bkGc0VAhcVDSsrLuWxUD8+ksc5mLHdUU/mWYdUQbg4gouA+MYRqSEvUkJeoxhmnQhqkRDPWwWOycOXOCfX//Tnp6OhZL2VJbL1dGjBjBU089xeDBgzlx4kRNmyMRgLfeeouEhASCgoLo0KEDv/76a4nbf/LJJ1xxxRXodDpiYmIYP3486enp4volS5Ygk8mKfKzWonVGqhNJIFQCGRkZDBw4kFtuuYX777+/ps2pVEL1UeLHoI/yBJwlJqANUxOfqA/oOSjskna5nORmZ5OTlQlAsDHsoqoclkcYVBVVef5AIqE2iwevSEhOMIjVMyMKUl6FcD06fRx2u4OYuOY0a9GJoIKAU4fDgcunC6XEBR555BFuuOEGBg0aRHZ2dk2bI+HDihUrmDJlCk888QS7d++mV69eDBgwoFgx99tvvzFmzBgmTJjAvn37WLlyJTt27ODOO+/0285gMJCSkuL3Carh4OxqnWIQBEGswHapYLPZGD58OM2bN+e1116raXMqFW/HRm/GAngKIoX4BCWWBXtePk6HHZ3e4FfWt6LU5jl7qJyBu7QyydVFaemU3pLLnRuGi8sCVVeMi2lLXIynymKzpv0xW85hNOqx2rPYv28HISEhl9yz4WKQyWTMnz+fIUOGcNNNN7FmzRpUPh07JWqO119/nQkTJogD/Jw5c1i7di1vv/02L774YpHtf//9dxo1aiS+PCYkJHD33Xcze/Zsv+1kMhnR0dFVfwHloFo9CDKZDKfTyb///ludp60yBEFgwoQJ5OXl8cknn1x0C+XaiD4kBmNcJzQN2njqHTQ2+QUlBoo7EASBI2dTsRV0CwwKDsYQYaoUcQBV+/Ze1cjkMpRqNTJ57RwMS/tuvYGj3g8ELpednmnHkmlHGa5B06ANxl4jCUseQHyzIcQ3G0Jyx4nUbzyK+tFduPqqW4mLb05eXtm7eV4OKJVKVqxYQVpaGvfcc0+ZynNLVByz2ez3sdmKxtXY7XZ27dpFv379/Jb369ePLVu2BDxu9+7dOXXqFGvWrEEQBM6dO8eqVauKBKHm5OTQsGFD6tevz+DBg9m9e3flXVwFqTYPwuHDh3nhhRfYuXMnarUal8vF66+/ztVXX11dJlQ6zzzzDJs3b+b3338nODi4ps2pErxTCopwjV+lxOIyFlwOB/bcHASXi5OCm8ZarV9b5YpSV0RBaW/4CoWSEGPRGgilNV6qTny9Bl5vjTcgsnB8SaBOj9HGINIz7eL/QzrFen5I0pOf6Sm/7MywIQBBxnrYT/6FKcxJ46btOHVif4VTQC9F9Ho93333HV27duWFF17giSeeqGmTahUnzflo3Rf3Ypaf43mRiY+P91v+zDPPMGPGDL9laWlpuFwuoqL8q4RGRUVx9uzZgMfv3r07n3zyCaNGjcJqteJ0OhkyZAjz588Xt2nevDlLliyhdevWmM1m5s6dS48ePfjzzz9p0qTJRV3fxVAtAiE7O5vbbrsNk8nEu+++i06nY+XKlQwfPpxnn32WSZMm1Tn34uLFi5k/fz5btmwpcrNcyviWUfb1HgiCgCMvD6c1nzhjKFq9HqXkEi2CIAggCFAQhATFB1DW1HRCoP+X15aIMLVfdoMxTCP+rA9TQ2IIlkw7+eEa1LQh+ASknD2BXC7H5XKRn59PcHBwnXsuVAVxcXGsXr2aXr160ahRI2699daaNqlCpKamEhQUhMFQO8X+yZMn/WwrKdum8H1Z0vT5P//8w/3338/TTz9N//79SUlJ4dFHH+Wee+7h/fffBzwVNX1r5vTo0YP27dszf/585s2bdzGXdVFUi0CYNGkSZ8+e5corr+TMmTMMGzaMNm3acNVVVyEIQp2LTfjpp5+YPHky3333HS1atKhpcyod3yY7eZbTaDIsaH3iDgp7D7y58tE6DcpQT6+E0n6fZfEI1JYgvLJSFntdTic5mRmEhIWLAqo2xFRUZQEmr6j0FZfen/VhalIBdVYs+pBIVBoT2ZknMJvN5OfnYzQapbl3oE2bNqxcuZJhw4ZRv359evfuXdMmlRm73c7YsWPZs2cPy5Ytq7U9aQwGQ6nixWQyoVAoingLUlNTi31RfPHFF+nRowePPvoo4PldBgcH06tXL5577jliYmKK7COXy+nUqVOxXXmriyr35R04cIBly5YhCAI5OTnMnj2b9u3bc/DgQa655ho6derk51JMS6vdhVROnDjBqFGjeOutt+r09EhZseSkYDvxF/kFLmNv3EHnhuHE64MwyQScdjsNQvWEGMMIKuatz+umLm9qYm3IWCgrha+xPPbXtBgqLlPCl5Kup6T0x6xMm/gBf8HgTYcET7xLqD4KnU6HyeQRqWlpaZjNZmn+Hc889xtvvMGIESM4ffp06TvUAl599VWMRiOnT59mxYoVtVYclBW1Wk2HDh1Yt26d3/J169YVWxgvLy+vyLSZN16tuPtaEAT27NkTUDxUJ1UuECZPnkz37t354YcfeOutt1i7di3169fn008/RSaTEVrQ9nf16tWMHTuWoUOH0rNnT7Zv317VppUbu93OyJEjGTFiBGPHjq1pc6qcUH0UZss58iyncR32F25Ou438rEwcNhvugra/EhdHZYqEQAKlsoRW8RkNxYuE0pAZTej0cRgK2kQH62Np0eIqunQZTF5enpQOWcBdd93FoEGDuPnmm3E4HDVtTrHs2LGD5s2bM2fOHFasWMGmTZto06ZoS/i6yEMPPcSiRYv44IMP2L9/Pw8++CAnTpwQu3FOmzbNr1T29ddfzxdffMHbb7/N0aNH2bx5M/fffz+dO3cmNtYTnzNz5kzWrl3L0aNH2bNnDxMmTGDPnj013uGzSgVCWloaaWlp3HjjjaIrPjQ0FIPBwI4dO8Qb/Oeff+a2227j9OnTjB07li5dujB48GDWr19fleaVm0cffRSHw8GcOXNq2pQqw1sQKT62TUFqWlsxxdGSaSc9w4YrLxe7xYJCpUIfHl5qI6W64gG4lKkMkVCahwGKFskqq0gQwvWoDbGiF8F7/4WFNqdH91tQKpUIgkBubu5l701YsGAB2dnZtTpgcfXq1Rw5coQPPviA66+/Xlz+33//8e6772I2163pQ19GjRrFnDlzmDVrFm3btmXTpk2sWbOGhg0bApCSkuJXE2HcuHG8/vrrvPnmm7Rq1YoRI0bQrFkzvvjiC3GbrKws7rrrLlq0aEG/fv04ffo0mzZtonPnztV+fb7IhCr8azt79iwJCQl8+OGHjBw5EoBz584xdepUMjIy+Prrrzlx4gQ9e/akb9++vP7664SGhuJyuRg6dCjNmzfnlVdeqSrzysXKlSu566672LVrF4mJiTVtTpUQqO6B2uBRuGJp5QQdSdEyIk0GGkWG0yBUX2KlQUkcePAtM104BsGXymrjXNz3Xh1TGb4ZDSeyPamLZ7OspGfaycq0FRELJ49asByxIMuwYDvxF3DhvgOwm89w6OBqTp3aRUZGBhqNBqPReEmmFZeVf//9l06dOvHxxx8zZMiQmjYH8BSMCw/31MOw2+107tyZLl26sHDhQmQyGY888ghz585lzJgxLFiw4KKKAJnNZkJDQ5n96060ISEXZXd+Tg6P9epIdnZ2rQ2grCmqNEgxIiKCESNGsGHDBoYNG0Zubi6ff/45P/30Ey+//DIAs2fPxu1288Ybb2AwGBAEAYVCQUhICHv37q1K88rMwYMHufPOO/nwww8vG3HgbcYEnrc7hcyJzqjEGK4FnQq5RvIaVASFUonBVK9Sg3Ir0sMhEFUhHgrXSAiUHpsVpiY/XIMrw4KmQVE3tMZoIs5yGn1ofXLMp8nKyuL8+fOEhYVdtn0dmjVrxqJFixg7dix//PEHCQkJNWbLqlWrmDVrFk2bNuXWW2/l2muvxWAwMGXKFGbNmsU999zDN998Q6NGjVi3bh1XXXVVjdkqUT6qVCCoVCruuecebrnlFjp06IBWq+X8+fOMGDGCW265hfPnz/PBBx/w5ptvYjAYcLlcYoTo8ePHufrqq7Hb7ajVatauXcvevXv5/fffef7552natGlVmi6Sn5/PiBEjmDhxIkOHDq2Wc1Y3vn0WAFEcCOF6lOFqgrARbFBSr0EQYQVBihJlo/CgK/NJb6wMamMAZHEdIL33TeFKi0mJnmmJVDz1EQojy7BgjOtEfE4KIYY4bPmpZGZmkp6eTr169S7bLIeRI0fy66+/MmLECH777bcaKcvrcrlYtWoVEyZMwGAw8P7779OiRQsMBgPjxo1j1apVfPDBB8yYMcNvSqSuZa5drlR5mmP37t05fvw4H3/8MUqlklatWpGUlAR4aglERUUxdOhQ0XMAnvkrQRBo3rw5arWalJQU7rvvPiZNmkRoaCgPPvggixcvJjIysqrNZ/Lkyej1+oAlNC9lhHA96nAlRoOTYIMGhyIIt0ojPuQbhOouuhXz5YjL5STfkoNWH1KkH0VVeF0Ki4OSzlFdtRcKC8yzWVaxwVNWpg2LT5Gl/Ew7TkAGRMV0BECj9fzdq9UqtJpw0tL24S5on3258eqrr9KrVy8eeugh3nrrrWo//9GjR/nvv/948803AXj33Xf91j/11FPs3r2b8PBw8WUPPEJ5//79/Pnnn9x8883VbrdE2ai2v6jbbruNm2++mVatWhEUFIQgCFitVqKjo1GpVKKa/Oeff/j2228xmUzceOONgCeAo0OHDjz00EPMmDGDzMxMMVBp165dVWbzkiVL+Oabb1i+fPll8ZaiD/Gk1NjNZwABo8GFLlSNXRWMwRQiuoclcVA6xQX0CW4Bp92G4C4a+lOWVMNA+1TWusoSB4G8ByURbQwi2hhEcoKBpEQ98QUffZhaTIH0xds8LMrUAoM+ihbN+9GyZU/sdnuAo1/aaDQaVq5cyfLly1m2bFmVn++PP/7wax7VpEkTGjRowL333ktkZCTJyck0b94c8HgJunTpwnXXXcdHH30klg7OzMxk4sSJJCcnc/To0Sq3WaLiVGuzJi9eMdCqVSs++eQTbDYber1nwHnppZdIT0/nkUceITg4GLfbTYMGDTh+/Dj169enZ8+edO7cGY1GQ0pKCvfeey/XXnstL7zwQqW6rP7++28mT57Ml19+Sf369SvtuLUdb3CiLCMHW2IUpnqhIJMVW1pZ4gKVNcBWRqBiSc2eylrWubx2lFcYBMLXuxARpiY9087BAi+COisWveVCXrhX0MpkgExFeno6oaGh6HRFe0NcyjRs2JClS5dy8803065duyop3vb5558zZcoUNBoNDoeDcePGMXHiROrXr8/777/P0aNHmTlzJi1bthT38U4jPPfcc/Tq1Ytvv/2Wn376idmzZ5OcnMy+ffsuyUJzlxI1IhC8dOrUifDwcPr27cuAAQP46aefOHXqFM8++yw33HAD4BETwcHBbN++nffffx+LxcL48eMJDQ0lNzeX48ePk5iYWKniwGq1MmrUKB555BH69u1bacetrXhbOQNog2QoQ6KwhesJDteK4sC3rHJxmQuXM6UVGCptm4s998X8PipraqGwV6k4weC9j7wZDhC4AyR4REJkYgipgCvDhM5ckHKbkwJcELQQR79+d7B27fs4nc7LLhp90KBBTJ48mVGjRon9biqLnTt38uSTT/LII49w9dVXs3nzZp555hnOnz/Pc889R3h4OK1bt0Ymk/lN9cjlctxuNzExMYwfP56nnnqK+Ph4PvjgA9E7LFG7qVGBEB8fz9atW3nyySf5888/6dmzJ+PGjRMLangVqPemmzBhgt/+69atw2azMWrUKHHZqVOnWL9+PbfffnuFRcMzzzyDXq/nySefrPjF1TFkMggJUaFSyXC6QRmu8evY6EUSB0XxHaB9B9qKDrwV3acsQqSwTWU5V0UFTnHBir7CAIoXB4HwTX/0Ztt4CcFTLtdms12WQXCzZs3ihx9+4LnnnmPWrFmVdtydO3eSk5PD+PHjMRgMtGnTBrfbzccff8xbb73Fk08+KX7XheNAvMufeOIJmjdvLgmDOkaNCgQvzz33HE6nE6XSY473j7vwTVf4j37lypX0798fp9MJeOIX5s6dy3vvvcfBgweZMWOGeMyy8vvvv/Pmm2+yY8eOcu9bV1EoFISGBiNXyLAronA3SCQ2MUTyHJSR4potFV4XZzRwMj2ToJCQKgmoK20AL25qobg+DIU9E+UVPL7iwDfdsbBAKIxvtkN6ph1jmAZLmJ38xiZchz1pj5wIvG9ISIjY5MnhcCCXyy+begkqlYolS5bQrVs3hg4dSvv27St0nO+//57WrVuLU6vHjh2jadOmfs/DcePGsX//fr7//nuGDRtGcnJyQFEmk8nE5ZI4qHvUmrBf35uvOOXvu/zgwYOYzWYaN24sFue466670Gg0xMXF0aBBg3IP8FarlfHjx/P000/7zaVdaphMyX6feqY4wk0tUejb4G6USGzHCDH1zBuQKAUllo3SBJRcoSBIF4y8hEGrqkRYaQGQZQlcLI9tZb1nikubLW65kOUp++3rPQBPYzG48JzIzs4mLS2tVpckrmyuuOIKpk6dyrhx48odtPn999+TlJTE1KlTOXjwIDk5OQD06tWLLVu2iA2KXC4XwcHB3HDDDchkMn788UegbM9tibpFrREI5cVsNrN9+3aGDx9Obm4ud9xxBzKZjNGjR5Oens5NN90kbrtz505mz55NVlZWicd85plnMBgMPPzww1Vsfc1i0EfRpOkgmjYbRJOmg4iI74ejSTcUHVqI4sAbWV4Y30j7mm4wVFspaRCNMYRgt1oRSuhfUd3fa3X/Lj2i0z+Q0Pd+8045nM2y+gXH+tZIEAt5JSZAYgIyo0mMS/ASFhaGXC4nPT39shIJ06ZNQ6FQ8Nxzz5V5nzVr1jB58mQmTJjA5s2bufLKKwkpqFB47bXX0rBhQ7G4nXfA79u3L3K5nMOHDwNIPVkuQeqcD91bTOmzzz6jTZs2xMbGMn36dE6ePMmKFSv49NNPGTZsmOhVOH/+PNOnT2fnzp306tWLbt26BTzutm3bLpuphaiYjujCYghKisZuCEUTFoQ+TC0KA8BvWqE4pOmG8uNyucgzZ3tKLdeRvP2LEQ+B7h/v1EOgYMVoYxBns6xF4hL0BdUWvTURAqEPiUGlMeGweTwMCoWCiIgIMjIySE9PJzw8vFKD92orFZlq+Oyzzxg6dCjTp0/H4XCwbds26tWrR0JCAlqtlmnTpnHHHXcwduxYv66FDRo0YP/+/UDR+AOJuk+d+40qFAry8vL45ZdfGDRoEGPGjCEzM5OnnnqK2NhYjhw5Qtu2bQFP/YQRI0aQlpbGRx99RLdu3QI2erFarYwbN46nnnrqkp5aAE/VRJUKtEnRYNBiSvDknPdoX4/ODcPFtzvvtEJF2xdfDlT0zbue/uJqx9cGfGMsCscplJdA3oTCGMM0RCaGoAzXIITrEcKLCg9jXCfiY/1LNcvl8stGGPhyxRVX8PjjjzN+/PgyTTXs2rWLzp0789tvv5GQkMDDDz9M586dmTx5Mv/99x9jx45l0KBB3Hnnnfzyyy8IgsDZs2c5dOgQt956azVckURNUOcEAsDevXvJysri7bff5uTJk7z00kv06tULq9XKzp07adeuHadPn+Z///sff/31F4sWLWLgwIFA4PmwGTNmoNfreeSRR6r7Uqqdtq0GYjBF4XArMSREkJRkIDnBUOQhXRqXq0iorOmV2DoqtkpqH+0bxFjSdRUX0+J7D/pOOXinGYxhGr/CSb4iwfuzPiSGxIRrPEJYY8JkSiYysjVRMU1Rq9UIgnDZFFSaPn06crmc559/vsTtbDYbsbGx7N27l1mzZjF16lQ+//xzXn75Zf79918mT54MeLwMkZGRjBw5kuuuu44OHTogl8vp169fdVyORA1QJ33per2e8+fPYzKZWLZsmdhTe82aNaSkpNCnTx+GDh3K0aNHWbx4cYkutm3btjFv3rzLYmqhXr1WdOo1HntMA9QJERjDi6/dfiLbIgUmloHaNMBXV6nk4s59MTZcmNIqOu1QGGW4p0FT4b4NMqOJMOMAdCf+Iiqmoxi0CGDQp2AyJfPff9sxm80YjUa0Wm257axLFJ5qaNeuXcDtNBoNXbp04fXXX6d9+/ZMmDABrVbL3XffjV6vZ/r06WzcuJGrrrqK5cuX8/fff7Njxw7Gjh3LLbfcUs1XJVGd1MkRsUWLFqSkpHDw4EFat24tLv/2228ZPHgwY8aMYffu3bzyyitiwaVAeLMWnnrqKZKTk6vD9BojMeEaGjcZSL46Erdbjaug9S5Aeqads2HWIvEHtWnwq62Ut0iRTCZDqVT6ebIqo5BSbftdleVaylInwRuTEBGm5shRiycWoaBXQ2Gh4PUiaGgj/itkpRWUDgez5Rw6nQ6Hw0FmZibAJS8SvFMN48aNY8eOHcVOtUyfPp3nn39ezFzwkpycjFKpFFPJo6OjiY6OviwKyEnU0SkG8KheX3Fw+vRpTp06xRdffMFXX33Fxx9/LGYyBIo7AE+jE61Wy6OPPgrAf//9x/DhwwkKCrqkGoi0aN6fmOgGqA0xCMgQ3C5ee6grqUdzOLgrXRQKAD0bRElpjaVwMbEYSqWS8Hr1AnqrKqttc01SkWJKhe+1wlkO3ukGb+ptZGKI+NGGqdEn6UWxAP5TDzKjSUyHNOijkMlkGI1GdDodWVlZWK1lL9JUV5k+fToAc+bMKXaboKAgPvroI06dOuXX08FmsyGXy4mPj69qMytEarZVDGqt6Cc123MPdOrUiZYtW7JgwYIavqraQ530IAQiKCiI7OxsLBYLixYtolevXqIwCBR3cOrUKV566SXWrVuHUqnk6quvZuPGjeL6FStWXBL1EOLi2tE4sR0yZT1sNgu/r3gIgLf1j+LM7YE+ydNFzxOgKImC0gg0715ZBBpcy1LcqLh9q4KSPCYXm+1QWi+HaGMQJPovS8+0c/KoZ7/iph7AU3XRNw0yNDQUt9uNzWarkTbJ1YlKpWLevHlcf/31jBkzhujo6IDb3XLLLXz11VfMnDmTPXv20KxZM+bNm8fVV19Nw4YNq9nq6mfHjh2XXYnu0rhkBEJERATbt2/njz/+KFNaz9SpUxk6dKiY9rhv374i2yxdurROt3kOMcTS4YrrUKjq4VLHoIv8S1y37XQoLfp4ah5I4qBsVLTnge+g7nA4yEpLw2gyFekQWpZj16TXoLRzF44/uBgRU1wMQqAMh6wwNfqC4EVLpp188KRDZljEokpevGmQMpmMsLAw8eXhUi/N3Lt3b6677jqmT5/OBx98EHAbmUzGkiVLeO+999i4cSNbt27lnnvu4aGHHqpmayVqC5eMQPDiKw6K+4PfsmULX331FQcOHBCXeV2+Tz75JOfOneO9997j3LlzVWtsFaLRRtK6ZVe04clYtZEoG9fjik5tUYbWo8PQkcRGhJSp1oHExb+dFx4oA094Vc6xoWqbQpXVhpKWFXccXy9CWYIVvRjDNGRl2rBk2tEXiIVUEGsmFBYJXrzPB5vNRlZWFhEREZd0oLK3i+K9995Lp06dAm4THBzMlClTmDx5MjKZ7LIpUy0RmEv3r6EY3G43DzzwAFOmTCE0NBRBENiwYQMpKSnIZDIWLVpEUlISSqWSM2fO1LS5FSYuuhWh0VeTH5eAPslAfKIeXaia6yfcAVwooVzs/rVwfrs2UJY0vpL2jQyu+qC44norlHXf4rwAZW0hfTGeA+89WR6hEBGmFltDezF20HDyqIWcDM9xfDMaCqNSqZDJZKSnp2MymS65QdHtdmOxWIiIiODhhx/mgQceYPPmzSV6TC5loSRRdmRCcRF8lyhLlixhxowZbN++HZfLxfr167nvvvswm4s+xP75558616/c6XTSqFEnklqNRdmxOU07RJCc4P/A7tkgqsRjSOLgAoUFQSCB4HK5cDmduFwu3C4XbrcbtUaDJigIh8OBJSsLBIEwuRyn08mhs2d5Z/58mjRvzu0TJlxoTiaXI5fLCdLpUCqVuFwuDuzbxz9//cWI226rlOsIRGXGFJR275T3mL5xCeXtAnnkqIXUozk4dx7Abj7DuZSdmC3nSEsrOp3ocrlIS0tDLpcTERFxSVQFFASBvLw8LBbPd6jXe8RXs2bNmD17dp1OUTSbzYSGhvLId7+hCb64wmO23BxeHdyT7OxsKQahEJeVTDSbzUydOpU333yTyMhIXC6X2Nq5TZs27NixA5vtQoBTVFTJA2ltw+1207JlL1q07Ic9sRFNO0QwoG20+FZWlhx1SRz44/3OBEHA5XJht1qppwsiKz2dEIMBpUpFXk4O+XmewUsulyMvcM0ePXSIn77/niE33kiIXk+QXI7D4SD9+HFWffIJgiAw7u67cbtcZGVl8cWnn9Lz6qu5okMHAE4cO8b/xo4l/fx5Tv/3Hzarld79+tG1IAC3qufMy5t+WRX3jq+Xq7RAxsKCwdsF0pKYgPooRNER2InJlEy25ZxYkhkulGVOS0sjOzubsLCwSr+W6sTtdpOWlobT6SQ4OBi9Xi+KnpdffpnHHnuMG264geDg4Bq2VKI2c1kJhBdeeMGvJ7nb7ebkyZPI5XKysrIwmUykpKSgUCj82k3XBVQaE/FxidSPbYWzcVdiO5qICFMXadFcGTn3lyq+rvJTGVlEBmtRazTEGQ1kpKaSkpVNPX0INqvVzwWrCwnB7nDw5fLlDB4+nOjYWJxOJwO6dyczI4NgYMqUKYDnre6qq67C6XRyxx138O/vv3PnnXfSuXNnvvzyS3pdcw3r167lu2++4bHHHiMrO5sWrVvz5quvolar2bZlC1/8/DMOu53sjAw2/vQTh/bvp3XTpowYMQKtVsvMV17h2OHDTJg8mVZXXAGULA5LC74sTVhWp6j0nYIoPP3grZngJSJMDYl6TgIW/EUCeP5mAFEoKJVKwsPD6/QUg7dXjVwuR6vVEhQUVCQY9pZbbmHBggW8/PLLzJo1q4YslagLXDYC4fDhw8ybN48tW7aIA79cLqdnz56sX78egNzcXPR6Pbfccgvjx4/HaDTWoMVlR6Ux0TSpI/UbtMWR1JmoDvXo0b4ePRtEFfvwljwF/pzKzCZSF0SO2YzDbkftcJBly8cUFYVcLifYYKBJaChKlaqI+1mhUDB/9mzeeu01Dv/7L+8vWMC5zEzycnMByM/PvzCNIJMRHh7O/v37qV+/PkOGDOH06dMYjUaCg4M5cuAAer0eq9WK0WgkKyuL8z//LJ5ry6ZNyDIyiDIa+e6773hy2jTUajUr5HJmzZrFrbfeygsvvIBKpeLPXbv48Msvqd+gATKZrNiB/mLuhfLsW5mitLj4mcIlw08Y8zxFlsLUnAHUR0FvifHbxrfBk7eQkNvtxuFwoNFoqAu43W5ycnLIzc0lLCyMoKAgcUqhMDKZjLlz59K7d2/uuOMOGjVqVL3GStQZLpsYhKFDhxIdHc3ChQv9lh84cMAvzkAul3P+/HlsNhsKhQKDwVBr86RVGhOh+igM+iiaXTEIZ/2GmNpHi+IAJCFQEoIg4HQ6UalUnMrMJjvtPFH6ENQaDSqNBrVajaKUYC2Hw8En779PyuHDLFiwAKPRyOHDh8nPzyc6OlqsxbF06VJuu+02XC4XFosFvV7PoUOHeP755/nll184f/48VqsVnU5HvXr1MBgMJCQk0KZNG3JycggODiYyMpIHHniAG2+8kZdffpkWLVqIbYxbtmzJuXPnsNvt5OfnU69ePdxut0dohIfTd9hwHnjoQZza4DL3TChM4QH+YlI+q4LiqjKezbKSnmnnn3Vn4Ogxsk7vwJKTgtniyVIqPN0AnunI3NxcIiIianWjJ0EQyM/Px2z2TIPp9XqCg4PL5P0cP348ubm5fPbZZ9VgaeUixSBUD5eFB2HTpk1s2LBB7FvuS1JSUpFlubm5xMTEYDabycjIICIiota+SRj0UcQ3G0JebCP0CQaMYZpyN166nBAEAbvNhi0/H7vNhiAImKKjqR8WSowhpEzu5X/+/pvY+vVpEhHBS2+8wbRp05DL5bjdblJTU0lNTSUpKYkRI0aID9+dO3ei1Wq5+uqrxQZjK1asIDQ0lF69epGUlESPHj1o3bp1iRHkx44dY86cOXz11VfIZDI+++wzzGYzq1atwu12i6m76enprF27lnPnzvHB19+xdtVKPv3gfV5651169ul70cKxNgpP3xgF77RDSYGMgYSBF71ej91uJzMzs1ZnNuTl5ZGdnY1Op0Ov15fLzhdeeIGmTZvy+++/07Vr1yq0UqKucll4EK699lp69uzJzJkzA67/4osvWLRoEXFxcQwdOpSBAweKCtxut4tvEHl5eQQFBdWKCGeVxkSDuDY0aTMIW2wiwUmhxCfqiQhT+xU+qo0P8ppCEAQyUlNxud0oFQo0Wi2aoCCUheZoS+LMqVO0Lagqt2TJEsLCwrjhhhv46KOPePvtt9m6dSsPP/wwMpmMhQsXkpub6xdQ2LVrV1JTU8nKyuKuu+7i9ttvL9cbqiAIrFq1ii+++II77rijSE38ffv2cfjwYR5++GH69OlDdHQ0K1asoF+/fgiCwA8//MCIW27hsVmziIuPr7F7+WIyJLwxEyUd40S2xU8keD0IsgwLthN/lZjR4MWb2eANYKwtMUkulwu73Y5Wq0UQBBwOR4W9HFOnTuXPP//k+++/r2QrqxbJg1A9XPIehN9++42dO3eyatWqYrcZPnw4w4cPD7jO+4fncrkwm82YzWb0ej06na7GHhgqjYn42DY0SuyEulUjVEY99QvEgW+luYsVBxWtHFibsNtsWPPz0YeGIpPJ0IaEoFKpUBX8Xj3XWDaBcD41FUNoqPj/cePGiVXpjh8/Lj5c5s2bh9FoxOFw0LRpU7Kzszl79izg8SS0bduWjz/+mHr16pX7emQyGSNGjGDEiBEB1ycnJ5OcnExwcDBPPfUUP/30EwDZ2dn88ssvfPjhh0x/4gl0wcE88tRTaIKC0AYHi99HdXExnScLt5suvvCSx5PmbfakT9JjAdRZsZAScBc/FAoF4eHhpKWlYbfba9yLKAgCOTk55OTkeNJhg4KQyWQXNQXy8MMPk5CQwPbt2+ncuXMlWitxKVDzr8JVzMyZM7n//vsvOm1JoVAQGRkp9nzwxilUN15x0KBhJ7Qt24JRT/2kUE/ENkWDtCpKXRYHgiBgzc8n4/x5sjIycDocuN1uAHQ+g2F5BqiFc+aQHBND04JB/dNPP6V9+/bceeedgKf+xJw5c9i2bRv//PMPW7duZd++faxevZoNGzawa9cuEhISAM9DuarT6Pr06cMPP/wglsl9/PHHkcvlaDQazqaksOLjj8l2ed4+vcGU1Y3vQB+ox0XhplglVXIs7V5N91ZZTNJDYgLxzYaQbSm9UqpKpSIqKqrGxUF+fj6pqank5OQQEhJCZGRkpbyg1KtXj/vuu69Y76rE5c0l7UHYsmUL27ZtY8WKFZVyPLlcLkabm81mbDZbtT84QvVRGENjCY6IxGUIRh/u3/VOAsyZmdhsNtRqNcbwcNTF/I7KI4AO//svAM6CoMDWrVvz6KOPMnr0aBISEujTpw8qlYqIiIgi+6pUKkJDQ1m2bBlnz54lKSmpWlz7oaGhJCZ6uhtt2rSJgwcPMnXqVADycnPRZabz9W+/cU2/foSGhXHsbConDh/GaDJhio4u0/dz5tQpjh85QlyDBrhcLhIbNy6XjSVVYCy8na9AKC3IsnDNBN9qi960x/h/24iCG+DosfUBjyWXy8W3d51OVyPxCFarFbVajV6vr/Qqh4888ggJCQns2LGj2BLMEpcnl7RAmDlzJv/73/8IDw+v1ON6BwJv+EZOTg5ut5uQkJBqefDr9LG4nOBAhTGs8gVKXauR4PUYeLMOtMHB6PT6IvnfF8MDU6eyZeNGDh88KC7r1KkTO3bswGg0lultrl69ehWaVrgYevXqxfDhw3n77bfJycmhZcuWxMXFsW7dOtq2bQuA3mDgtYULOXLwIIvmzyexcWOWfvUVNqsajU8GTz25nPMFnhiADT/+yG033IDDbkepVKJSq9nyzz/EVWJrYF8hUF6PllckFBHOBbUR4psNQR/iSXk0xnXiita38uffnwQ8lrcqoc1mq5Z4BG+2i0ajQavVlvkeqwiRkZHce++9zJo1i2+//bZKziFRN7lkgxS3bt1Kv379OH78eMC3usokJycHi8WCTCbDYDCg1Wqr7I85MeEa9CExGOM6iaWUATH+wLcBU2WkodX2aQa7zUaO2YzT6STEYEBXQmW4i5k2+eDttwlXq7nvvvtwOp389ddf6HTln85xu91+xWyqC7fbzfnz5wkPD+fgwYPcfvvtWK1W7HY7BoMBs9mMVqslPz+f+Ph4/vjjD87ZbCSGh5Oj0RDmdosFxADOu920T0igfmwsHTt25M0330QTFESfAQNYXEK8z8VS2u8wkLgNVK75bJaVXz87DkePITOaEML1yDIsnNj2QbGeBLvdTlpaGnq9vtgaAxeLIAjk5uaKz5PQ0FC02qrv33Hu3DkSExPZtGkTHQoqedZmpCDF6uGSjUGYOXMmkydPrnJxAIhzghqNhqysLNLS0sQ578pCpTERF9cWvd7/YZGVWTQOoqLiAAI32qmNHgWX00lWejpZGRme1r0REaWKA99/y8ubr7zCtGnTcDqdYpBqRXC73ZjN5kq/P0pDLpcTFRWFSqUiOTmZTZs2sX37dnr37k3r1q3ZsWMHHTp0QKFQcPLkSRo2bMi4oUO59dZb6da0KQaDAbVaTePGjZk4cSIjrrmGUydO0K9fP958800AuvXqxZlTp6r0OipyXzcI1YtZPZ4mZTo6NwynZd9Y9H3boGhsQp+kR9HYRHyzISQmXCNWWfTF6+LPycnBbrcXWX+xOJ1Ozp8/j8ViQafTERkZWS3iADxl5e+++26psmIZeeutt0hISCAoKIgOHTrw66+/FrvtuHHjxCJpvp/k5GRxmyVLlgTcxmotud9IVXNJTjFs27aN3377jY8//rjazqlQKAgLCyM4OBir1Sq+HXrfFi8WuVxOdHQ8DrsLr28iMjEEY5iG4zt+5Zsv3ufOV+bQILT5RZ8rEKW1+i2L56FSAx9lMtxuNwajkaAqfojWk8tZ8+23DB8+HLPZHLB2Rl0jJMTz1nXzzTdz77338swzz/DCCy9w+vRpNm3a5GkqdegQO3fuxGQyceONNxIbG8uhQ4fYuHEj+fn5KBQK+vXrR1paGm+99Rb//vMP/a+/vsauqTTxVzguITnBUKQL5D8ZCcQzhKiYjiQmXFPEmxASEoLNZhNjAioD7zNCoVCg0WgIDg6ukW6Kjz32GImJiezevZt27dpV+/nrCitWrGDKlCm89dZb9OjRg3feeYcBAwbwzz//0KBBgyLbz507l5deekn8v9Pp5IorriiSiWQwGPi3INbJS00X6bskBcLMmTOZNGkSJlPRt4CqRq1Wiw8Oq9VKZmYmISEhhISEXNS0g9FoQHCDXBaGNiQOZcfmGMM0HPt9A4d/+ZYz//5D9r9/06BH9QYZlad078WKA7vNRl5ODqEF9fLDyzGfX94eFD9//z0du3WjcUH8yj///MOxY8do1KgR8+bNK7/xtZS+ffvy9ttv8+ijj7JmzZoi6xMSEjh79iyvvPIKTZs2pUOHDiQkJLB27VoeeeQRoqOj6d27t+eNKimJfX/9VS2NpAJR3tTJQBk/sR0jSA3XIDtsIt4QS2LCNZw885dYUMlbKrsypoe8bZjz8vIwmUxiMGtNER0dzV133cWsWbP48ssva8yO2s7rr7/OhAkTxAymOXPmsHbtWt5++21efPHFItuHhob6/V6/+uorMjMzGT9+vN92MpmM6OjoqjW+nFxyAmHnzp1ivndNo1arCQ4OJicnh7y8PDE+obzk5eWxe9cmOnQYQKSpFQDaMDX6vP9YO/txAFbsPUDTmMopr1zRHPWqildwu93kmM1iIKK7YD68IpTFxpTTpxk9eDADBw5k9erVdO7cmR07dqBWq1m8eDGxsbEVOndtpW/fvmzZsoX//vsPhUJBfHw8mZmZ6HQ6jEYjgiCwe/duvvjiC06dOkVQUBBPP/00o0ePBjwZEgD3TpzI7bffzrUdOzJ7wQI61kB1vtLu3cJeBF+RcDbLSlKiHmOYhpNhaixH9ESZO4olmb14xUF+fr6YOloeArVhrgmPQSAee+wxkpKS+PPPP7mioNGXxAXsdju7du0Ss4G89OvXjy1btpTpGO+//z59+vShYUHBNS85OTk0bNgQl8tF27ZtefbZZ2vck1M77spKZM6cOUyYMKHao8UDIZfLMRgM6HQ6zGYzmZmZCIJQ7vlrQRAIDg4mLeM02qAIdPo48jPtuJWe4jtXDrmBpjHFN2aqCFXR2Kci2G02zFlZIAjoQ0PRVnDuvzxERkeTnJxMZmam6GYH+PjjjytFHNSGSpyF0el0fj1JfIWsTCajffv2tG/fHvDcj97YZrvdLk5XvLdkCW9//DFPPPAAny9bViMCoSwEEgne4EUv+jA1+eEaMMRi0Ef5NXTykpubi9vtpl69euXymFgsFjFl0mAw1Kr7ITY2lrFjxzJv3jzef//9mjanWjGb/Z93Go2miPhLS0vD5XIRFRXltzwqKkoshlYSKSkpfP/99yxbtsxvefPmzVmyZAmtW7fGbDYzd+5cevTowZ9//kmTJk0qeEUXzyUlEM6dO8fKlSv566+/atoUP7xtZL25+eCZflCpVGV6E/bt2W62nEMfchodcFrfltm/7qRxVOWmcXopLBJqKqNBqVSiNxqrJf+8nlwOcjl79+7lr7/+Ijk5GUEQiIiIoHXr1hd9fKVSWeVFkqoa31boVquV4cOH07BhQx599FFyc3MxGI1+Qm7VJ5/wxfLl6A0GEpKSCDeZ6Dd4MFExMWRnZhJdDR4ZT3voC5kHJXkSvDEJ2jA1OUYT+pAYQvXnMJmS/fo3GI1Gzp8/T05OTqlZDU6nE5fLJcYYaLXaSk3DrUwmTZpE586dmT17drUEeV8MGVl21BcZMGrP8+wfXyg995lnnmHGjBkB9yksCMs6rbZkyRKMRiNDhw71W961a1e/fhg9evSgffv2zJ8/v0anNGuPdK0EFi1aRO/evWnWrFmlH3vPnj2kpqZe1DE0Gg0ymQxBEMjOzhYroxWXaWqz2cQubeDpW59tOYclx1MnNilRjzYkhISIqhtwylLJrrJxuVzkFKh5tUaDMSLiosVBRWyfO3cuwcHBfP/99/z444+19oFek+j1ejGS+7rrrmP39u1kpKVhs1oRBIHJ48Zx35gxWNLT2f7rr3zw1lvMfOwxOjdpQpPwcNrExzNm2DCOHz1aaTYVJ2QLd3v0zW7w/P+CSDCGaYhP1BPSKRZjXCeSO04kueNEOna4gyta34rJlIxSqSQkJIScnBycTmfAc3qzVrzZCeAJaK7N91Lr1q3p3LkzixcvrmlTqpWTJ0+SnZ0tfqZNm1ZkG2/jrsLegtTU1CJehcIIgsAHH3xQpv4rcrmcTp06cejQoTLZfu7cOW6//XZiY2NRKpVi0Kv3U1EuGQ+C0+lk4cKFYspVZXLu3DnatWtHnz59WLdu3UUfTyaTUa9ePSwWixikVLittFdEyOVyUZl62zvrQ2LQhl24wU5kW+jWMO6i7SqJ6vIe2KxWLFlZnr4JwcGV4jUoa/ZEvUKu3h9//JEuXbpUqovP6XSK7Z5ry7zzxSCTyQgODkalUvHwww+j1+tZvnw5H7//Pp8tXUp2VhZTp07lzjvvFIVufn4+P/74I2azGY1GwxtvvEGPli258tpriYyJ4akXX0QQBLZs3Mg1112HvgK56b7er0BtoL14PQuFqy56yQpTk9/RJzMoIwE1EJYxgMSEazhy9Gfy8/PJycnBaDT6HTsvL08U+N5A5brCpEmTmDZtGg8++GCt7WRZ2RgMhlLrIKjVajp06MC6desYNmyYuHzdunXccMMNJe77yy+/cPjwYSZMmFCqLYIgsGfPnjJ7LceNG8eJEyd46qmniImJqbQg4br/hCrgm2++QS6XM3jw4Eo/9mOPPQbAlVdeWWnHlMvlhIaGEhwcTHZ2ttgp0ktOTg4ul8uvCmSoPoq4mLYY4zqhL3iIedvZdgtwjtNZZtzZmWQ5XLRunFhptlcVeTk55BRUj9MbjZU2N1tRcRMaGsratWsZN24c2dnZvPzyyzRt2vSi7anuGgjVgVqtJiIiglOnTmG1WpHJZDSIj+elF18UO056H1o6nc7PxTpkyBA+/PBDtm3bxrcrV7Jy6VLxjXzQsGEsXrUKp9PJI/feS9cePbh53Lgy2eQVCf5toC9MNRSedvDirbx4NsuKMUyDJcwu/r1ZwtTkZ9ohXEMD7kAdVI/83LNFBlFvwSONRoPBYKhzg+ywYcOYMmUKP/zwA4MGDappc2oVDz30ELfffjsdO3akW7duvPvuu5w4cYJ77rkHgGnTpnH69Gk++ugjv/3ef/99unTpQqtWrYocc+bMmXTt2pUmTZpgNpuZN28ee/bsYcGCBWWy6bfffuPXX38Vq6NWFpfMFMOCBQu49957K/0P0Wq1iulfvXr1qtRjg2dOOiIiQpyXzs/PJz09HbPZTEhIiN9bpkEfhU5/IcXRl8IudIfDweoPF9MhMZGbe/fiRHpmpdtemdisVnIsFnTBwYRWUhpZeVj95ZdFWt7ed999gOeP7++//2b//v3ValNdQ6FQ0L59e7HV9WeffVakHXUgtFot99xzD4sXL2bNmjWMHDlSFMarv/wSQRD4fNkyfvj6a+6fMKHYKbmy4mkFHVgc+BJtDPJ0gQxTYwzTiNMOXu+dEK6nZdP+KJVKsahNeno6drsdmUyGyWQiLCyszokD8JSTv/vuu8s8QF1OjBo1ijlz5jBr1izatm3Lpk2bWLNmjZiVkJKSwokTJ/z2yc7O5vPPPy/We+Bt/96iRQv69esn1iMpa4fN+Pj4i/67CMQlUWp5//79tGvXjpMnT1Zq9kJ6ejpJSUnk5OQwatQo3nnnnSp3E+bl5XH27FmsVisNGjQgODgYmUwmNpWJbzYEfd82tO0QQYLKyj1X96L9DSN55503xTfl1HPnuLJ1a7KzsnC5XDRt1Yrf/vyzSu2uKL7BPXabrdjGSlVNZMFD3G63i/PDbrebadOmMXfuXGw2G9u3b7/ovh5Op5Ps7GxCQ0MviSmGwrhcLvGTl5eHWq2uUA2QL7/8kkcffZTo2FhatmrF+h9/BODKa69lxfff887cufyxbRvDbr6ZPgMHlphqWNxUg68nIRAnsvM4m2X1K6Tk5Z91Z5BlWLCd+Istm1/GYrFw4sQJgoKCqF+/fo0XuKkMUlJSaNSoEfv27aNxOZtwVTXeUst3fLwete7insn2vBw+uO2aOl1q+ccff+S1117jnXfeoVGjRpV23EvCgzB//nxGjRpVqeLA7XYzYMAAsrOzcblcbNq0qVpcwzqdjoYNGxIdHY3ZbCa2fjOCdJFi7AEguju3LPsIp8PB3nXf+R3jz507yUhPx+VyAXC0UHWu2oLL6STj/HlsBeVEK0McVCQYMT8/X/zZNwNm2rRpzJ49G5vNRsuWLSu96deliEKhQK1Wo9Vq0ev1OByOCpWW9ubgnz1zhp3btonLD+zdyyszZzLzscfYt3s342+6icTQUIZecw1/79kT8Fhe4VzYY+D1JBRHg1Cd6EUojD7Jcyxb3hlSU1PJzc0lIiICrVZ7yQi/mJgYhg0bxttvv13TpkiUwqhRo9i4cSNJSUno9XrCw8P9PhWlzt/JFouFDz74gJ9++qnSjikIAsOGDWPXrl3ispSUFN56660iBTIqG6vVSlBQEOHh4WiDo4mOjCc2qj4AxriOkJgAeNyfH672TH3odMF+8+ydunend9++7N2zB6fDwZ2PPFqlNlcEZ0EvBZlMVqkP1IrEG7z8zDPizyNHjuTw4cPIZDLRRT527Fi/GgEXg7c2Rm3Kfa8q1Go1BoMBi8WC0+ksV2li34C/Zk2b0qRJE44cOcK2bdt4/fnn6devHwsWLGDfvn388ccffPrppwzo1o1lq1dz5TXXFHtc33iEwsGJxeGNSfDzJBQ4XrPNZ8QeDQqFgtTUVCwWS51PZfUyadIkhgwZwrPPPlvh/iMSVc+cOXOq5Lh1XiB8+OGHuFwuxowZw9SpU+natSvNmzcXH0aCILB//342btzIVVddRcuWLUs83oIFC3jyySfJysqiT58+GAwGdu3axX///VcpAWolkZ+fT2ZmJiaTiWB9LKH6KGR43lRi4jqijzJgk9vFh5PT4Xlgdb/qKr/jvDJzJr/4ZFtcN/zGKrW7vDgdDrLS05ErFGLZ5Jpk1JgxJDZuzCP33svRo0c5cOAALVq0ICsri7Zt2/rlJ18scrn8shAHXpRKpV+rYrfbXabrV6lUDBkyhPj4eO6//34UCgVnzpxhwIABxMTEMHv2bGQyGa1ataJVq1aMHDmS8ePHM7J/fyY/+ihPvvBCsccubWrBf1tPESVRJGRYkTtsmELs5GSdRxDwEwN6vZ6srCxCQkJqdSpjWenZsyfx8fF8+umnZYq+l6gZxo4dWyXHrdMCQRAE3nrrLa699lrWrl3L3XffjVKpxO12YzKZCA0N5dSpU9hsNmQyGY899hgvBHhwWK1WvvrqK6ZPn86xY8fo3r07d955Jz169OCmm24iPT0drVbLgAEDqvRavP3f1Wo18bFtxHX6kBjcbrC7FKjlTjSOHGI10dz9wAPMnDqVmPr1/Y61vFCZ6TlPTOPF+fNxOhzUD9BMpLqxZGcjVygwRkTU6GDpTWus16YNV7ZpQ++OHdmwYYM436pUKiu9a5/b7Ra9RJeLUPCKg/z8fKxWa5mi+vV6Pa+//rrfstjYWNatW1ckJRg8TW2WLFnCM888w7yXXybCZOLehx4S1weqDBpoyiEQDUJ1/JeVC3YrSmsOAE6FBiExAf3pGEymZNLS9gGegEun03nJ/G5lMhmTJ09mwYIFkkCo5bhcLr766iv279+PTCajZcuWDBky5KJewOr0Xfznn3/y33//8eqrr/LKK68AMGDAANxuN6mpqRw6dIjIyEjcbjcul4t169ZhMpmQyWTodDpCQ0MxGo0YDAZGjx6N0+nktdde48MPP+TKK69k+vTp/P3337hcLtq3b1+lrVfz8/NxOp0YDAZMpmSiYjoSFdNRjDsAsKVlkesMwi1XcuJcGhRU+IvxGfTPp6ZiKVQydPWXX9Kmfn3aJyRw4vjxKruGsmIIC6txcRCIjh078uijj6JSqTh16hRpaWkkJCRU6jncbjf5+fmXZKpjaajVamQyGWazWYyPKS+RkZHFBgBqNBpmzZpFfHw8s6ZO5UgZi8yUBXdeLia1m9BwHaEx4ehNepThQRh7jSR55At06/4YiQnXIJPJ6mRaY0ncfPPN7N+/X8riqcUcPnyYFi1aMGbMGL744gtWrVrFbbfdRnJyMkeOHKnwcWvXE7qcLFu2jD59+qDVahk2bBiHDh3ijTfeoH7BG/WePXtE10tMTAw7d+6kR48egGdAdjgctGjRgrvuuovvvvuO9evXc8MNNyCTyfjjjz/46quvAM+bi/fnqsDrPSiu/KpO71MEKSMXh1LL9sM2WnbrQXpaGp++/774wC2tctaeHTsq3f6y4J1W8La2rQ3i4HwJg7Q3mnnp0qWX5WBeFSgUCgwGAzKZDIvFUiXfq1qt5vHHH8flcjHr8cf91pUWn1LYo+B2OXEX1GOQBwWh0IdCkA5knnu3aYcIWvaNRZ+kR23wLxdttVrJyMi42MupFRgMBgYNGsSnn35a06ZIFMP9999PUlISJ0+e5I8//mD37t2cOHGChIQE7r///goft+af0hVEEASWL1/uVxjJ68r89NNP2b59OyEhIezbtw+ZTMbZs55iJi+++CJbt27lgQce4JtvvuHjjz/mwQcfpHnz5uL+giAwbdo0cdA9duwYb7zxBrNmzarwm09phISEiPXc09L2cejgas6l7BTXqw2xyIye9tWWTDsKIYdRvT11GQSblfTUVHItFsLCwzFFRtKwYUPRW+Jl2rPPck0VTpMUh8vlIisjA7fbXSNtgEsikEhYt24dffr0AbjoNt0S/sjlcvR6PYIg+GWPVCZXFcTk/Pz99+Tk5JRr3wahegS3G3tuDtasLBz5niZODcMNyHyEd0SYWvwA2M1n/I7jrYtQVddY3YwePZrly5dXSa69xMXzyy+/MHv2bL+MhYiICF566SV++eWXCh+3zgqErVu3YrFY6NmzZ5F1MTEx4hc1duxYVCoVgiAwc+ZMNBoNJpOJwYMHF2m36eXLL7/k2LFj4v/dbjcvvPACzzzzDH/88UelX4u3XK1vNH9a2j6/NrMyowkhXI8QXpBelXNhGiH13DlmPv44eTk5ZKSm0rptWzIzM7njjjvEP+iPv/6aB6dPr/Zyry6XS8xWqIkCSOXBG9D6wAMP8M8//zBt2jTee+89SSBUMl5PQlVFxf/999+Ap6bF+kLFr0pCEARs+XkYnXacNhsqXTDqEH+vgjdY0RfLEQt5ltOcPHMhRdbbCbC8AqW2MnDgQM6ePVslzz+Ji0ej0Yi9PnzJyckpV/ZQYWrv07oUli1bRr9+/Uq9+JYtW4oPoo0bNwLw3HPP0bdvX9577z1xO4fDwT///APA8uXLRTe919UcHR1NfHw8mZmVW5EwLy+P7OzsgOsMek/zjzzLaYQsTwc5ZbinVkBCi0RGjL+D/730Cshk3PPgg4SZTPy9Zw8yhZLg4GBxOgWokdgDQRDIzshAEASMtSBboSTMZjO33HILLVu2JCUlRYzarmxBI5PJxKZdlzMKhQKZTIbT6SyxYVl52bRpE/Pnz0dTEKdQru9ZELDm5qLSaNAaw1BptX77+zZz8pKeaSe2YwSmG26nY4c7UGlM4rqQkBAcDgc2m63iF1RL0Gq1DB06VJpmqKUMHjyYu+66i23btont2H///XfuuecehgwZUuHj1sksBqfTyWeffVYkyrk4wsPDycrK4qeffuL48eOsXLkSQKxzYDabGTRoECkpKSxatIi9e/ficDjEdQCNGjXilltuKVPp2LIiCAI5OTkB4w68lRO9ZJ3egREgvDnxiXp6NItm9KuvAXDHxDuJMxrYtW0bIwcORKlUMnDgQE6fPk1oaCgWi4UJkyZVmt1lRSaToSsoF62opcVj6snlnDx5kt69e5Oamspzzz3H4MGDq8zTolAo6lTTnqrG7XaLWUa+bc3Lg8Vi4d133yUmJoann37ab12DUoJMXS4n1pxctCEhyBUKDOERyORyZCWkQEYbg8QeKF60YWqcbXvQ0nJaXKbRaFCpVOTn55dY6bGuMHr0aO666y5mz55dqz2BlyPz5s1j7NixdOvWTRxPnE4nQ4YMYe7cuRU+bu18apfCxo0bkclkZa5T7XszP/fcc+TleeYVDx8+zI4dO5gwYYK4bOHChUVat4aHh7N+/fpKz2KwWq04nc5ii6p4pxjMlnMY9FEYAWeGjYgwNedPn2bilSN46Z13adfV06qpdbt2gEd4HD16FIfDQVBQEOP+dz/5ubloC8o2VwcOhwOVSkVQFWZ+VAZZWVkMGDAAh8PBd999V6QnfGUjCIIYqHm5exHAE1QYHBxMbm4uSqWyQgPpoUOHilT7k8vljBwzhjbt2wfcR3C7seblYcvLQy6Xe+ozKBTICp4VpRVR8hUJlkw7liMWOOqZllRpTDhsHo9feC33nJWHPn36kJ+fz+bNm6ukL41ExTEajXz99dccOnSIAwcOIAgCLVu2vOgS2XVSBi5btowBAwaU+Q+veXNPu1aj0cjmzZtRKBQEBwdz4sQJRo8eLYqD8ePHs3PnziLR1cuWLauSFEdvt7dAHgTvA8YrErzpjrIMC3t2peN2u0g9dYr3Xn1VjM5WKpVMf/U1uvTowd69e8nMzOT8+fNERYSTa7GQcf686BmpSmxWK5lpaWIJ5drMlKlTOXXqFO+//36ViwPwxGR4y3dLeAgKChLn6wuL87LQtm1bJk2aRExMDGEREWh1OoaOHMm8998PKMIcdhvmjHRs+XlodDr0EREoy1jUqEGoTvz4NnPi6DFO/vsNlpwU8W8XEJ9Rl8LvW6VScdNNN0nTDLWYJk2acP311zNkyJBK6Z9R5zwINpuNL774gkWLFpW6rdPp5PPPP2fr1q2A521RqVQSFBREbm5uke2PHDkivk14GTp0KP3796+8C/CxzW63l1gnO9tyjvjYNkTFdBTTqIRwPZYjFmzXxrFg5SpCjRe8D2t+XMcLjzxM45YtUSqV/PTTT/Tv35+5r7zCrXfeid1qFR9Yvk2SKvW6HA7MmZlogoLEeeDayrEjR/h08WL+97//kZSUVNPmXNYEBwdXOA5BLpfz4IMPcuuttzJ48GDy8/IYcdttRbYTBIE4owGnw8HRfKs4rXCxGMM0nMEj5rN9Aou9WK1WMjMziYyMrPPehNGjR3PTTTcxd+7cS6JSZF3moYce4tlnnyU4OJiHfIqCBaKs0/GFqXMC4YcffsBgMJSp7/Xrr7/Ou+++K/6/RYsWJCcns379+oACYdOmTYSEhGCz2dBqtXz33XdV5kpTKpVERkaW2IfAYUvjita3iuJAZjQh4AlU3HfMTHLjVuhDdWKFuF9++AGAwwXBlr///jv33Xcf33//Pbm5uZgKmlmZs7Ox5uWh1ekI1usrbT5REATMmZkolEoMPrX0ayM2m42xw4YRFRXFmDFjatqcyx6ZTCam+VZUvEZGRtK2bVs2bNhAO5/pR5fLRa7ZjNPhIKxePZQqFcGhoaUeryy9GqKNQaRn2rGbz5BtOefnPfDiDUrNyckhtAznrc307NkTtVrNzz//zHXXXVfT5lzW7N69W/QI7969u0rOUecEwvLlyxk4cKDfA8ThcHDnnXeyefNm+vfvz7333kvDhg39xAF42kIPGDCAlStXcu211yKTyRAEQfQaeP+IwTOtUFXiwHuusjYpspvPFCnEcnBXOiePWohP1DOgredhNnjUKP747Vf+3r1bjBD35sAuW7yYSQ8/jDk7m2b16nHlNdfw9kcfYcvPJ1ivJ0inu2iPQn5uLi6Xi7B69Wr9/PqKDz/k0IEDfP311xUOjpOofARBwGw2ix0hy0toaKinm11EBIIgkJeTQ15OjicIsqBIU3F4p+p8SzL7Fk8q2i7a06chIkyNpkEbQg9GBTyuNwAzJycHfSUK8ppAoVAwatQoli9fLgmEGmbDhg0Bf65M6tSd6nK5WLNmjV9woiAItGjRgs2bNwOwdu1ahg4dSruCgD2Aq6++Wvz59ddfp1+/figUCtGlWfjfDh06cOONVdfgyGKxkJ6eXqZtT6fsKXZdfqadrMwLKVTHDh7k7wIl6b2WJ554AoDnpk1j2DXX8MPXXwOwaf16fvvlF9RBQVjMZizFpFqWB21wMMaIiDrR7van77+nbdu2YnyKRO3AK5zz8vLKHY/gdrvZsGEDLrcbQRDISk8nLycHbXAw4ZGRaH3qLhRXVbEi7cIBQjrFEhfTttj13lTrS6Fw0tChQ/n+++9rRYXR7CzPM/BiPtlZnn4rnTp1omXLlixYsKCGr6r83HHHHQHrIOTm5nLHHXdU+Lh1SiDs2LEDq9XKhAkTxJoF3reNVq1aFbtfoOAzb9CQUqlEEARxUOvRowdbt26tsjdgbwW5shSvUGlMxMW09XgPEhNQNL6QY60NU6Mt1Kc+RFl0fvOrr75i3rx5APz+229sW79eXJd58iRJ4eE0jYxEV/AW7XQ4cJXzwexyuXDY7chkMlQXUZSjOvn911/p3r17tZ9XqVQSUUdEVE2h0+lQKpXlro8gk8mIjo7Gmp/PT2vWEKzXE16vHiHFtNf2ioQ4o8Hv5+IoXIrZs8wz8LftEIGx10iuaH1rwH0VCgVarfaSqETYrVs38vPz+fPPP2valEplx44d/PPPP0yqgZTwi+XDDz8MKD7z8/P56KOPKnzcOiUQvvepijZkyBB+//139uzZw6ZNm5gzZw5NmjQBYMSIEX77Ff6CvGlmjRs3pkFBo6Pw8HDmz5/Ppk2bqjT4xmq14na7i60ip9KYMJmSMZmSxToIMqNJLJDk/deLMczz/zijgaGjRhU53pkzZxg4cCD79u2jQ4cOLFu2TFzXokULzzlVKjGK25vtkGM2l/kNwZKVhTkzs848/M6cOkVWZibNmjWraVMkAiCTyQgJCcHtdosZRqXhdrvJzc1l3rx5NGvWjLdeew21RuNXf+N0lrlED0Fx67xTC8XFI3irK+qT9BjjOmEyJQfczmg0XhI1MFQqFddccw1r166taVMue8xmM9nZ2WI/H7PZLH4yMzNZs2YNkZGRFT5+nRIIX375pdh+NzIyknvvvZcJEybQtWtX+vTpw6GC7m3ega8w3i6O4BEJcrmcY8eOMXHiRI4ePcrkyZOrfH7Q6z0o6Q3SoI8iLqatXydHX5wZNvIz/dsQn84yo1QqeePdd2nZujXNWrb0HMtg4KOPPkKj0bB8+XIxIC8yMtKvU6G39bEhLAxdSAj5ublknD+PtZQHtDUvD7vdjt5orPVxB16++uwzwNO9sbqR0hzLhjcVubSof69HLisrC7vdTmxsLO3atSMrQMXTQDEGhT0GgURCIM9BIPRhakhMILnjRL+Kir643e5KbyFeUQRB4K677uK2ABkfpdG/f39JINQCjEYj4eHhyGQymjZtSlhYmPgxmUzccccdF+URqTMCITMzk7179wKwZs0aunXrhs1mY8aMGeI2V1xxBeDxNAQarARB8Hsj0Wg0/P7777z77rvVEqgmCAJOp7PcNehtJ/7CmWETP7IMC86MC7EHJ7IvXNOtEyawcc8eFi1fjlqt5ptvvmHWrFkAZGdni96U1NRUsdOll3pyOZEKhcc1GxmJSq0u0ZPgdrvJMZsJCgpCXUcqxblcLua++CJR0dFERERU+/m990Bd8bbUJBqNptjWzl687bM1Gg1Go5GgoCDi4+M5cugQ2VlZRbb3TicUFgIVjT3wxRimIbZjBMqOzWnZNHBqdE5ODhkF5cdrmp9++on33nuPTz75pNz79u/fn82bN18yvSbqKhs2bODnn39GEARWrVrF+vXrxc9vv/3GiRMnxDi0ilBnBMLPP/8sztvff//9fP3119jtdvbs2SOmDnn7Xu/YsQNBEEqsyvbAAw+wZ8+eMldjrAxkMhmRkZGlRmf7NmkyxnXyxCAcPea3jSzjgruzcNlXgGbJyXzx88+ip2LSpEmiwAKYOnVqsQ+GenI50SoVoWFhLPvwQz56911cLheWrCy/N9/cgqCYYEPJbXRrE9s3byYzI4M358+vMx6Py53c3Fy/+VWXyyXGJygUCoxGI8HBwaL3b8iQITgdDr5asaLUYxeedvCNRyhMcZ4E36JJxjANkYkhGOM6BdxWp9Phdrux1oIiYt4A3SuvvLLc+yYmJtKwYcMqi56XKBu9e/fmqquu4tixY9xwww307t1b/HTr1o3Y2NjSD1ICdUYgrFq1CpvNhkKhEIUAeLIWvM2OcnJyxDiExMREvyYpCoWCuLg43nvvPaxWK3PmzKn2dCNvVHZJA5M3j9qSk4JOH+e3TpZhEYWBt6ujN4sh0PxoiF7PkIJ4jLVr1xISEsK4ceMAytQGNFwQ+GrFCn5cvRq3y4XNaiWjoK20IAgE6/UYwsLqVPGX4wX3jpS9ULfIz8/H4XCQm5tLVlYWTqdT9GwV/juOjIykcZMmvPnqq5w+eTLg8Qp7EUoSBr6UJhKSEwwkJerR920TMGBRqVSiVqvLHFtRlcTHx3P8+HFWlEFIBaJ///78+OOPlWyVREVo2LAhcrmcvLw8Dhw4wF9//eX3qSh1QiAIgsDPP/8MeG7q1NRUJkyYABRNGzp+/DhPPfUUR48eBTwV2t544w3OnDnDqVOnuPPOO2ukcYrdbic1NbVM84/eVs/nUnb6Lfd2dFQ0NqFP0qMveGMBzzSD7wMvKzOTq9q25YtPPxUFSXBwME888YTYoXL//v0l2qFQKPhh9Wq+/fxzVGq1J1UsOJhci4W0s2dxOhx1ZmrBS/suXQBPEamqxtt3wet1EQQBm82G3W4XP9J0Q+nodDqcTifnzp3DZrOh0+kIDQ0tUZjOmjkTa24uQ6++uliRUBylTTeUJBK8QiE+UY+x10gSE64JeD02m61WxKE0bNiQ6OjoCu0rxSHUHs6fP8/gwYPR6/UkJyfTrl07v09FqRMC4d9//yUnJ4e8vDyOHTuGyWRi0aJFfPfdd3Tu3JnRo0dz66238uCDD/Lvv/8yc+ZMvv76a9avX09OTg5Tpky5qEjOyiA/Px+FQlGu3txmyzmyTu/wW6ZobCIyMcRPHHg5kW0RXabBPtHS3kF83rx5pKSk0LVrVwA+//zzgK2mhw4dyl133QVATEwMK1eu5IUnn2Tzxo04nE5279yJxXzhIVqXBrhwkyd47Pz585V6XO93YLfbxQjijIwMsrKyxLdFb0CdTCYjLy8Pi8Xi9/3n5ORgNpvJy8urNQNITeOtquiN2wkODkZbqA1zINq3b8/06dP579gxnnjggYDbeL0GvsGLZY1FKC1wMSJMTWzHCBp0uYMrWt/qF7QYFBSEVqutFXUELoarr76a48ePc+zYsdI3lqhSpkyZQmZmJr///jtarZYffviBDz/8kCZNmvDNN99U+Lh1Ihl77dq1XHnllUXm7gcNGsSgQYMC7nMxPbCrAqvVWmrAlReVxkSoPgqDPkqcZpAZ/aOiC4uDIsdQqTiYlsYzjzzCX7t3s//vv/n+++/5+++/Wbt2LTfeeCMHDhxgypQpLF68WNwvIyODrwuKKfXo0QODwSBmPsx58UUG3HADITod148cyfmC40+bOZP2nTsTXEy+eW0iPCICjUZDamrqRR1HEATsdjsOhwOHw4FWqxV/vzKZDI1Gg0KhQC6Xi9+JXC4XAyO9Pdt9ywp7i3fZbDZx8NDr9ajVarH65uUSN+FyuURhpdfrCQkJweVylWtQ9dY/qYx+C4EorRSzMUyDpVMsisa30z1jJN26P8bWLZ5WycV1cK1LhISE0L17d9auXcs999xT0+Zc1qxfv56vv/6aTp06IZfLadiwIX379sVgMPDiiy8WO06WRu1+mhewdu1a+vXrV9NmVBi73Y7L5SqzQPCKA2+TJpnRhKKxSYw7APwqKHo5kZ0nPrBOZ5kxhoXRu08f9v35J0FaLSq1moyMDDIyMpg/fz7gqRGxePFili5dyuOPP+5X4XHcuHHcfPPN4v9lMhkH/vqLk8eOYUtL4+Xp0/lz1y5mz5zJrGnTOH/2LHnlLG5T3SgUCpq1bMmaNWuKrPv999/5+OOPi7y5//vvv/z6669ixHZeXh6ZmZli90HftFW1Wo1er0en04mdOn1d4YIgiAFqCoXCL91Vq9Wi1+vFNCW9Xi+u9z1ndXTkrCm8mUbeOANfj5vBYChX+eXGjRsjk8n8vF2VSXHioHCnx259YmjZNxZNgzaiJ8F7H9R1L4I0zVA7yM3NFb3k4eHhooe0devW/PHHHxU+bq33ILhcLn777TdeeOGFmjalwrjdbjE4qTRUGpNYIAkQxQF4iiQ5M2xYwtTEJ+qJCCv9eMNuvpncnBxOHDvG3JdfxmG306tXL5KSkpg1axbLli3zK8XpFQ4As2fP5vTp0xiNRlq3bs2ff/7Jzp072bx5MxMnThS3+2v3bg4eOEC3K6+k51VXYbfZMNZACmFZueuBB5g8bhwbNmygV69eKJVKNm3axIQJExAEgczMTLp27cqGDRtYv349R44cITg4mNGjR/P444+jVCrRarWo1epyB2h6i/+oVKoSvS1yudzvfgkKCkIul2O328Vg3eDg4Euqo54gCGRnZ+N2u9FqtUWmEry9U+x2O2q1ulRvik6no0nTphw7fLhM5w+U/lhRvBUWSbxQSMlX4AuCQEZGBkajsdxpz7WJa6+9lldffbXKusNKlI1mzZrx77//0qhRI9q2bcs777xDo0aNWLhwITExgevplIVaLxD+/fdfnE5niaWUaztBQUFl9h548RZJ8gQmXphe8AYnevE+fAJxOstMnNHA7RMn8uLTTxOk1WItCOo8cuQIy5cvZ+7cufzyyy+8/vrrWK1WMVZizpw5DBgwwO94rVu3ZtiwYezdu5cPPviAtLQ09u7di06nQ6/Xc89tt9F/8GDue/hhul15JS6Xy6+MdW2gnlzOvbffzsJXXxVFjlqtxm63I5fLiY+PZ+7cucydO5eoqCj69u1LSEgI586dIzExUdy+ulEqlSiVSnQ6nZ9IAE92jEKhqLMPaF/7tVotSqWyWOHlTXEMDg4u099U927dWPHZZ1UygJWl26OXaGMQynCNmKXkFYBWq9VPIHg9DIG6QtZGrrjiCiwWC0ePHpVaptcgU6ZMISUlBYBnnnmG/v3788knn6BWq1myZEmFj1t7ntzFsGPHDtq3b1+rBpnyUFwqVnF4Wzz74syw+ZVYNoZp/LwH4ttKASeyLUWCqBa/9RY2q1V8CwP4559/uOeee3j66af54IMPSE5OJi8vD4fDETB/VqFQYDAY6N69O927d8flcrFjxw5atGhBamoqAwYMYO1337H2u+9QKpXcescd3DtlCpExMehCQmo0PqGez7nlcjnbtm2jc+fO7Nu3D7vdjkKhQK/Xi39karWafv36cejQIU6dOsWECROqtIFXeVCr1aJI8ZZYBcRpjbqC15tis9nEAb80+5VKJRqNRiyOVNqgf+2117JkyRJ+//VXupUj3z9Q1cVAlEckAJhMyaSl7QM8Lw6WgpRhmUyGyZRMqD6KbMu5OiMUNBoNbdu2Zfv27ZJAqEFuvfXCmNGuXTuOHz/OgQMHaNCgASZT4KqeZaHWxyBs3769WosZVTZ5eXmcO3euXPPylhzPIJVnOY3dfAYo2pzJ6zkIVCTJF+8DbuL994tBcXBBsJw+fZrx48dzyy23sGjRInQ6XUBxYLPZisx9KxQKunbtSmhoKE2aNKF//wvV45xOJx+99x59OnemZ3IyV9Svz/sLFlR5fILFbGbW1Kn069KFPh078uy0aWgD5JzrdDquv/56wPNdNG/enDFjxojxBw6Hg6+//prc3FyWLl3KxIkTa2UApkwmw2AwiM2NsrOzy90FsbrxLY/scDgIDg4ul7AJCgoqc8nirl27EhwczK9lLOhT1noIZcEbi1AcQUFBYlBq4f4NDltarRcHXjp16sSOHTtK31CiSnA4HCQmJooNDMHzfPs/e+cd3lT5vvH7ZCfNapu20FJK2VA2lD0EFGSjKCqKICoCiiCIoiIbVFSmoAIioPJlOBiCMmTvWfZuaUt3m93s5Pz+SM8hSdM2q23Cj8919VLSk5O3aXPO8z7jvtu0aeNXcACESICQnOxelSwUMBgMHu10XBGI4koJJTlCBQbuLkDuRrAmTZ+OPgMH0v+22WyIi49H244dIRSJwGKzsWLFCrRp0wZLlizBmTNn6GOpxjFH4Sl3rFy5EmPHjgWXy8WOHTsQFxcHrVaL3NxcGI1GLP/iC1yvRAc4kiTRq00brF62DJKwMNSqWROrly1DixYt3DqdzZo1C8eOHcPmzZtx8eJFzJkzB9evX8exY8cQHR2Nxo0bY9u2bbT4ViAgCMKj+rk3UNkPsVgMkiRRXFwcsHNXBhaLBTqdDlwuFxKJBDwez6v3g8Vigc1me6RGSBAE6tevj7MldvDVRa7SAIvcCLEohn6M6mWRRdd1OjZUAgOK9u3b4+zZs9W9jP+3sNlsGI3GSikxBnWAYDQacfny5ZDNIFC7HG/6D2SyJHp6gSOOhU6TBaSmQa8w0QZNrhMM9ukFnZMngyscDgfr//gDfQYOpOu7TZo1w45Dh3DpwQO8XlKPt1qtWLlyJV5//XVagYsau/Okg3zq1KlISUlBUlIS/v33X5w6dQp//fUXlEol8vLyMPntt3Hz+nVoKsGwKPXuXaSnpWH58uX46aefsHz5cgwaNAhpaWmIjY0tpfrG4/HQtWtXDB06FEqlEnq9HvHx8bhx4wby8vLw4osvBry0Rd3MK0N9ks1mQyKR0I6BjiJN1Y3FYqEDFzabjfDwcCd5ZG9xHCutiKSkJJw7dQoKudzr16koo1BRecGx/MeK4JYyYAsPD0d0ZGOnwCHUaN++PS5evBj0mavHmYkTJ+Krr74K+O8gqAOEy5cvQyQS0c1hoQaVAvU0fSqTJaFBwwHg1m4BQioDIZVBGpeMzNs7Yb1XCH7J2JSjBgKVSaBU3NxBlRlYLBZ++PVXTJg6FS++9hqmzJgBAJBIpfhyxQosW7sWTCYT/YYMgdVqxdYS10ODweBxxz6TyaQ763k8HqKiorB8+XIA9oDpysWL6N2mDa5euoSHDx7Qss2+EMVgOPUWPMzIAAAnl8rMEhU9k8mEfv36YdasWU6vp9frUVhYCIIgEBUVhYKCAkyePBldunTBQIeMS6AgSRI2m63SSi0EQdC/J51OB5VKVa3ugZQNs0qlgtls9ronpyzYbLbHn6sxY8ZAr9NhYNeuAX/fKxJMcgza3Xk01E3sBakkFmKRPXBQOfiwhAqNGjUCi8XC9evXq3sp/285c+YM/vzzT9SuXRt9+/bF888/7/TlK0EdIJw7dw7Jyckh251ttVrL7cimYHNlkMmSEFezFbi1W4CMEIFZv2S8sW4i4hsNhjHjSimLZ18QikT4/IsvsHLDBrQrUVSkeOWNN7B60yb8W6K8lZycDLVa7ZWGgzsWLlyI5cuXY+LEiRgxYgQsFguee/pp9GrbFvdu30ZRfj6M5aSLqUDA9cv1+63r1QODwXAykPn8888xf/58nD17Fi+++CLmzp2L4cOH0zcKNpuNsLAwyGQysFgsjBw5EjweD998802ljBBarVYoFIoq2dlTY5AajcZtiaWyMRgMUCqVdBOiRCIJWB/H5s2b0apVK4wdOxYbN26E1Wp1kq02GAwoKipCamoqLeJTp359n17LV+ll+/ceBe3ScG4pjwaRsCaiYmqBzfYsoySTJUEmSyrTTro6YDAYaNeu3f+rMsOqVauQmJgIHo+Htm3b4tixY+UebzQa8dlnnyEhIQFcLhf16tXDunXr6O+vX7+eFkJz/PLU1EsqlWLYsGHo27cvYmNjIZFInL58JahHA0K9QTEsLMxjG2lH1URWBJfOFqCuEJp6ImjuJzodX6QwOU0yZKh0ZWYQvGHA889j3Acf4PvFizF16lQIBAK0bNkSOp0OAoEAdevWRatWrdCjRw9ERER4dM7IyEj0798fAHDnzh1s2rSJ7r4/dugQRr71Fn0s1dEd5cONpF69enj++eexbt06vP766+BwOGjcuDFtzLRgwQK0aNECM2bMwIwZMzB//nywWCzamwIAUlNT0b9/f0RFRXn9+sEGg8GASCSCTqeDTqeDzWarMltzalqGy+WCz+cHvMHzxIkTKC4uxq1bt2j31qVLlyIxMRGtWrXCtm3baFnr+g0bYu/p02jVrp1Pmw1/9REcP5fKcE6pLILVSoLFZkDsMMHgrg/BtZExmEhOTsbZs2ed9FEeV7Zs2YLJkydj1apV6NKlC3788Uf069cPN27cQO3atd0+Z/jw4cjLy8NPP/2E+vXrIz8/v1Q5QCwW4/bt206Peboxc1TDDSRBHyC8WOJGGGpQOxlPLkhmYyFksiSIhFngKGNhkYugB2i9A1E4B3qHMUelwkiXGdw1KVJ10YrSnxQGgwH9OnfG/du3nVT+qOaXU6dO0ceeO3cOv/32G9hsNvr160er1dWqVQvPPPNMhX/QDRs2xK1bt5CUlASr1Yq506eja8+eaNWuHbKUatSGDQwGA1Yf6/Rz5sxB8+bN8emnn2LhwoWlNAuGDx+On376CevWrcOkSZNo9TGtVotff/0V2dnZITUq6AkCgcBJ8rmyoOSRGQwG7ZlQWQgEAoSFhaFjx444fvw45s2bB4IgcOXKFVy7dg1RUVEY/8ln4BIk3hg/HlI/pY0rChIcP2vu+hKoIKEo3IRsPNI7iI9tAR6PBQ7X/ruhxhzdQfUpZGZfCbpGxvbt22PevHnVvYwqYfHixXjzzTfxVsnGZunSpdi7dy++//57fPHFF6WO//fff3HkyBGkpqbSm6o6deqUOo4gCJ+Ns3r16oU///wTUqnU6XG1Wo2hQ4fi4MGDPp03aAMElUqF27dvh+wEg8lkglwuR3R0tEc3usLC65DJkiAQxYED52yBpqS0YJEbgbpCd093mz1w1EOgRJPckXL+PK5fvow+ffpg3759aNWqFfr374+MjAxkZmbi5MmTCA8PB4fDwcOHDwHYA6B9+/bhn3/+gc1mg9VqRePGjbFy5UokJCSU+7OyWCz88ccfGDp0KABg3apV+N/69YiKkKK4uJhOiYtEIoSFhXm162vatClWrVqFcePGgcfjYe7cufSNkcpavPLKK/j6669x9epV9O7dGwCwdetWjB8/HkwmE929mJcPFajAjVIiDGQQZLPZoNfrYTAY6ODAH4qKinDy5EmcO3cO6enpUCgUKCoqQv369dGzZ08wmUxotVpotVrEx8fj+++/x88//wyCINC5c2f069cPLVu2xM60THRKKHsSqLKgtBFcNRJylQYoFUaY1NmIj20BdUkgwOHHQCBgQCI2lzQxppSZRQhWkpOTce3aNRQXF1dJlqoyULtIcnO53FKfE5PJhAsXLmD69OlOj/fp0wcnT550e96dO3eiXbt2WLRoEX755ReEhYVh8ODBmDdvnlMQrdVqkZCQAKvVilatWmHevHkeOzEePnzYba+RwWCosPxRHkEbIFy6dAm1atVCTExodvcajUYwGAyvdsEqTR50mixwACfNA1E4p1T/ATXJQJUa3AUIrhmEsoKEgjz7hWrBggVYtWrVo+OzsjBx4kSYzWb07t0bEydOhE6nQ3p6Onbs2IF///0XFosFw4YNg1qtxn///YfnnnsOGzdurFD5MtJBilmVnw+9Xg8+n0/vPDUaDR0oyGQyr4KEd955Bw8fPsT8+fNx4MAB/PXXX6hZsybtnaDRaGCxWNCqVSv6OWlpaZBKpTh//nzZJ34MsFgs9PsQiAu5zWaDSqUCSZJu5ZE9ITc3F9OmTYPFYkF+fj7S09MBAA0aNEBaWhqdii0sLKQvwmFhYRgzZgymTp0KLpeLnj17ljJAGpwYj4Jq8jqgPntUkEA1K2oUJnDEsYhBO9TuYJdUJ5UFsFpzESaOhdUK2EOalFLnpCYg4kvLlFQ78fHxiIyMREpKCrp06VJlr6tRmsA2+NcrZDbYr62UuRfFrFmzMHv2bKfHCgsLYbVaS92XYmJikJub6/b8qampOH78OHg8Hv766y8UFhZiwoQJkMvldB9C48aNsX79ejRv3hxqtRrLli1Dly5dcPny5XLHrKlJM8AufOe4BqvVin///Rdxcb4HyUEbINy+fRtNmjSp7mX4DKUX7w1mYyHqJvZCuFwD1HO+uVvkRhByDfJTuYguySI4lhrOpstRQ8qjAwVPywsA6Cj2t99+w8OHD9GqVSsMGTIEBw8exJ07dwAAPXr0QOfOnQEAM2fOxOLFizFnzhxs2LABy5cvR5s2bfD9999j3LhxGDNmDP777z+IRGWvoWbNmpg1axbmzJmDf/75BwkJCbh79y7dyCaRSBAWFgaz2UzXsy0Wi8eNg/PmzYNCocAPP/yApUuX4quvvqJV+P79999SY5tpaWn0eGBlwmQyER4eXm2Nt1RTZnFxMRgMhs9lAIvFAhaLRZ+Dw+H4XMK4deuWUxkLAF566SVs27YNPB4PV69eRXh4OF3CqF27ttNni1LCdMeWK3fxUgv/dSwC4dFQ5BDkC3r1QnRdITQKEzT3RbDIo2DNuGIfa4a9nODaiBgf24IOEhwVGYMBgiDQpEkT3Llzp0oDhECSmZnp1I9UXpbN9fNbnpQ35cT622+/0Q2DixcvxgsvvICVK1eCz+ejY8eO6OjQNN6lSxe0adMGK1asoKfA3NGqVSu6obFXr16lvs/n8538dbwlaKcY7t69G1CBmqqEJEmYzeaAavY7Si1TOI47tk+I8LlJsUvPnnh28GAsW7YMO3bswMyZM9GvXz+sX78eRqMRLBYL77//Pn08VT8TiUR47733sGbNGpw/fx65ubl4+eWXIZfLsX///gpf97XXXsOsWbMAAAUFBU7iTMAjIRnA7lZWUFBAm/l4wooVK1C3bl3s2rULeXl54PP5yMrKooMexwtA586dkZ2djQcPHnh0bl8hCAIMBqNaJ3N4PB74fD50Op3XI5BWqxUajcZpfJIykvKVmjVr0n4EPB4PrVu3xpYtW2Cz2SCVSjFjxgzYbDbExsaifv36Tp+rffv24dtvvy1z/jsQwQEAn9UV3fUjEFIZ+CXjyvF1RWBFcEFGiMCV1IRAFAeNNocuP0hEMZCIYpwM3Fy1FIKFBg0a4O7du9W9DJ8Ri8VOX+4CBJlMBiaTWSpbkJ+fX2a2u2bNmoiLi3OaJmjSpAlIkqRLtq4wGAwkJydX+H6mpaXh/v37IEkSZ8+eRVpaGv2VlZUFtVrtZMbnLU8ChEqAGrfyJUBQl9GgxA/nQJgc61R6AIDIcA7aJ9gbX2pLRPSXN/D5fGz86y+8MX48Pasen5AANptNz+1Tkp0vv/wyXaO/c+cOzp07h8OHD6Nz586YPXs2XnrpJbBYLFy4cKHC1yUIAq+99houXbqEyMjIchtpwsLCIBaLodfrkZ+fj+Li4gpn2gmCwOzZsxEZGYnNmzcDAA4cOAAOh4OIiAinXecbb7wBJpNJaz9UFlarlR4drU4EAgE4HI7H1tGUmiYl5SwUCgMWADdq1Ahnz57Fli1bcOrUKWzbtg0ffvghACA7OxuHDh3CzJkzcf78eWzcuBEfffQR3nrrLfTo0QN9+/bFp59+itOnT0OpVAZkPWXhrwQzZf/s6OoI2PURWIQFwhgxeLWbo3aHMUhq9zaaNuwLcYn1u0hYM2gDA4pQDxA8gcPhoG3btqU2QPv376czrK506dIF2dnZtF08YL92MhgM1KpVy+1zSJJESkpKhU6MCQkJqFOnDmw2G9q1a4eEhAT6q2bNmn4LsgVtieHu3bt45513qnsZPsFms1GjRg2fdokqTV6Jg6NzoZGaaHDMGkSGc+gpBm+DAncMGzECmenpGPT883ihxPwjIz0dx3ftwrfffguCIHD8+HGYzWbcvn2bbjIE7LtxkiQRFRVFz/p7AkEQEIlEaNasGVJSUso9TigUQiAQQK1WQ6VS0SWDsrDZbFAoFDCZTPj7778xadIkpKamwmq1or7LTPzNmzdRs2ZNbN68Ge+//75fug/lQWWXKtuTwhOEQqHHf6NGo5HuE/E3Y+AOap6cYty4cRg4cCAuXLiA7du3Y8OGDVi7di0IgkBsbCwiIiKQlZUFBoMBmUyGgQMHomHDhnjppZfw0UcfAUC19R9UBCuCW6qnyEba38/Yp+NhY7CQnyqDtG4iwuUaGDMe1ZmpEkQw0qBBA2zatKm6l1HpTJkyBSNHjkS7du3QqVMnrF69GhkZGbTexieffIKsrCxs3LgRADBixAjMmzcPb7zxBubMmYPCwkJMmzYNY8aMoTOkc+bMQceOHdGgQQOo1WosX74cKSkpWLlypcfrunPnDg4fPoz8/PxSWdaZM2f69LMGZYBgtVpx//79kM0gAL4rxVFujixFYydbZ8fAAICTBkJZuLo6VrQDSu7UCb+ViCRRJCQmovaIEWjUqBEGDRqEhw8f4tVXX8XFixedjjMajejcuTNdb/P2BtumTRusXbu2QlteBoMBqVQKoVBIyyBrNBraJtgRlUqFxo0bQ6lUQiaTIScnB//88w84HA7doKjRaDB8+HD8+++/4PF4MBgM2LhxI8aOHevV+kMR6n02Go2wWq1OtsOAPRNmNpvB5/PB5XLBZrMrRSK6LGrVqoVatWphyJAhUKlUuH//PhISEugGV7VajR07diA1NRUNGjTAxYsXMXPmTBiZTIz74IOArqW8KaDycJ1kqFdXBGk4F5mpGqceIhsIkGIBCLJ0UMMRx9KmbQJRXNAGCQ0aNMC9e/cqxVo7mHjppZdQVFSEuXPnIicnB82aNcOePXvo6a2cnBxklKi6AvZAfP/+/Zg4cSLatWuHyMhIDB8+HPPnz6ePUSqVGDt2LHJzcyGRSNC6dWscPXrUYx2gNWvWYPz48ZDJZKU2pwRB+BwgEGQwbGVcePDgAerXrw+9Xl8panaVjUKhAJvN9rnpjc2VoV3bMYgc9iwtrUwFBFSjE/Xv8hoT3dk+l3eRs1qtWLJwIY799x/GTJiA3v37o3FUFEwmE96Z9jF+/Porp+PbtGnjFCisX78eMpkMgwYNwsSJE536Firi119/xfz582Eymby6uFitVhQWFtIiQMISW2m9Xg+FQoHw8HAsWrSI7kZmMplo2LAhDh48iBo1amD48OHYsWOHUy2+Tp06OHDggMdr8AaLxQKVSgWJRBI0FuZ6vR46nY5ek6MNMyUkFQoXfMpyvFZCAg5dulRpr+Ntw6KrLgk11XDiYgGk4VwoFUbkp2pRK56AUMpH+kMLNPc1IOT259kzinZM6mzoNFnIykkJqiZFwP53JBAIkJWV5dYRNpCo1WpIJBL0mb8TbJ5/0zhmQzH2zRgMlUrl1KQYSiQkJGDChAn4+OOPA3reoOxBuHv3LhITE0MyOADsOzJ/4i6zsRB37+yGZv8VZJ8vAmAPDFyDAwpqhMq1IcrbssOZ48exaPZsPLh3D1PfeQeH9u6lb5z3rl4udUO7n5rq9O8GycmQl9S0vf3dUV3x3sJkMhEdHQ2hUAilUonvvvsO7733Hm7cuAGpVAo+n49Zs2Zh6dKlqFWrFsaOHYuTJ0+iRo0asFgs2LZtG0wmE3r27EmXHRxT3f8f4PF4YLFYKC4uhk6nc7JhDpXgAADdW3Lz2jUUFQaXhoDrZ7G2RIB6dR89xg/nQCTlgSDL7k1xDA6C0bOBz+cjPj7+se9DCEYUCkWliAoGZYBw7969kC0vWK1W2Gw2n4IbNlfm5MtAcedCEZQKYykXx0f9B96PNrojqWVLejRRGhEBi0MD241r11CvUSOn41UlTWFtO3TAV999h3oNGyKsZAfv6aQBRVxcHAwGQ5mzxOVB9TFQab8NGzagXbt2aNWqFd0YNGnSJGRmZmLVqlW02hiLxUJYWBhq1KiBVatWYd26dXj11Vfx5ptver0GT6GEhCpb1dAbCIJAWFgYLBYLbU/uiw1zdSMSiVC/fn3YbDY0i43F6nLGw6oK1yyeaxBPfabj64pgZfNRpHO+blDZAyo40GhzoNLkBa2IElVmeELV8uKLL5Zyqw0EwZHjdCHUJxgA+LQblohiEFezlV1NURwLQioDiUeiSY59CIEODgC7q+O3P/6InVu34s2JE9GxWzesWrwYly9cgNFgwIKff8YLzzyDmJgYsFgsZGXZa6G/7NiBvJwcDHv6ady+cQMkSXrdUU7t3g8cOICRI0eWeRxVdnL3/rZu3ZoW1zGZTMjLy0OjRo2wfPlyDBs2zO35GAwGkpKSwGazERsbizlz5ni1bm9hMBiV1gDpCxaLBTqdDhwOB1wut8r8GioDJpOJRYsW4cCBA9ixYwdmfPABrl+5gi9XrAiY7LO35YXyPpc1pDygrj076NiPAACEm+ZEx/HHYOX/wyRDMFK/fn18/vnnOH36NJo3b15qg+pNudeRoA0Q+vbtW93L8AlK2Mef+jJHbK/fkREiWv/AtUkRcC+v7C9PPf00ej7zDCQlmuHRJdrgJEmiY9euaNKsGW5euwY2h4OOXbvi0wULoCgqwjPJyXRwxOVysX37dnz66ace70ATExPRu3dvvPnmm3Q3rysmkwkJCQkQCoW4ePFiKd1xAPjrr78wYMAA5Ofn45lnnkFRUREmTZoEAHj++eed1kPN9FNmTlWBzWaD2WwGm82u1iyCozwyk8kEg8GAQCAIqYyBOyiPkCFDhmDr1q2YPXs2CvLy8Nqbb6LHM88EdfCjlBvAsRSDST76u6ACA6DsEehgokGDBmVKDj+h8li9ejWEQiGOHDmCI0eOOH2PIIjHL0B49913q3sZPuGum95bTOpsOkgAHo04uus98CZIoAxnymtUFLg0Vr49cSIy0tLQ+9lnweFwcOTyZaTevYuY2Fj6Yjt13DgnoRqj0ejTjPznn3+Op556ClevXnUbIDCZTBQUFKCgoABjxozB77//jmvXrqFOnTr4/fffQRAEunfvTne0Z2VlgcPhQK1W48aNG+jatSuioqLoGzOTyURCQgIuVWJDmys2mw1arTag1sfeYrVaoVKpANj1EFxLCRaLpUrMnSoDi8UCi8UCHo+Hl19+GTweDwsXLsSBPXvAYrMhEonQsm1bfP3990hITKz4hC746+xYLgQBgiTBKJlkKC84cFVZDJaSQ/369bFhw4bqXsb/O9LS0irlvEEXIJAkifT0dCT68OENBphMps+jYIWF11E3sRdt+0zINYCLgqKreyMVJLibWHDFk1EtjouuwFPPPINjV686PVbX5ebdqVs3/LJmDf1vJpOJAQMGeL0bpYSSymoSZDKZGD16NNavX4+//voLb731Fn7++WdIpVIolUpIJBK0bdsWhw4dAgBaV2HMmDH45JNPaHlhAPQu/vnnn8eSJUtQWFhIi0E9rlCNoEwmEzwez62eAeWtIBAIKtWNsbKgHEhtNrsr6NChQzF06FCkp6dj586dMBgM2LlzJwZ1744T169DFOCuderz5UkQUVsiQK7S4PSYVmOFUWVvVJTGJQNZ56DR5tBOjmpNHiSiR4p9wdaPULduXdpL4wlVj8lkQlpaGurVqxeQKamg2yIUFxfDYDDQNryhhlar9Vq+1pHMbLseOzX3bJEbaTfHIoWp1AUFKHuKwVvMJhN0DmpfnjJ+5EjaqGno0KFgMple9yAYDAZ8++236NKlS7lukFR/QkREBH777TcAj1zYGAwGUlJSnKy2w8LCsGrVKuzbtw9SqRSTJ0/Ghx9+iC5duqBfv37g8/lgMpm0acrjiKM8MpXpoSygXWEwGOByuTAYDEEh5uQt1EXRVakyISEBEydOxLRp07Bp0yYo5XJMLrHrrU5qSHmILBllBgASBAiQICNEIKT2gJVSUFRr8mhlReor2IiKioJarYbRaKz44CcEDJ1OhzfffBMCgQBJSUm0DsP777+PL7/80ufzBl2AUFhYCCaT6aRbHUpoNBqP5WvdYTYWIisnBTpNltP8M4W7IMGxzOBPkGDQ66HX6bx6TlTJTab5U0+he//+2L59O0wmEzQa79Zx4MABFBcX03/MDx8+RNOmTTFq1Cinc/Xs2RONGjVC48aNkZSUBAaDgYEDByI/Px8PHjzApEmTIBQK8eKLL+Lbb7/FoUOHcPHiRQwYMAAAsGzZMvzwww+4fv06cnNzsXnzZvD5fKxdu/axc3K02WwoLi6GUqmk5ZE92VXweDy6VyLUoIKe8qSs4+PjMX36dOz64w/sCLC0dpZS7XUJwjErSIIBBh5NAFHZRABBGRC4QolYFRUVVfNK/n/xySef4PLlyzh8+LBTE/TTTz+NLVu2+HzeoAwQIiMjQ7L+abPZQJJkwNZuUmeDkGugL+lydrR4poKEQDYqWn3QItiZlklL2q4pGSsbO3YsRo0a5fE5DAYD5syZA5FIhC5dukCv12PgwIG4efMm/ve//6FTp0702CRBEJg/fz5OnjyJmjVrol69eti1axfCwsIgEokwc+ZMaDQarF+/HpGRkZg3b14pjfRXX30VOp0ON27cQEJCAtq0aQM+n4/x48fTtfnKgmpgrYpmQIPBAKPRCD6fD6lUWq4stSMsFgssFiskd4FU1qiiv+NXXnkFjRs3xrjXXsOYF19EXk6Ox68RJxX77ctQFmaCDQNKsgkuGwTKj8HRlyGYyguAvcQjkUhQGGQ6FI8727dvx3fffYeuXbs6XVuaNm2K+/fv+3zeoLsLFxQUICoqqrqX4RPUrsVfOVrHnQKpLHQqM3iCr1kEi9kMlpf6DZ0S4nDz2jWMHjYMN65ehUAgwPvvv+/WerQsrl69CoVCgcTERNy/fx/x8fG4fPkyFixYgLVr1+L69etOmuQvvPACveO/e/cuRowYAaVSCaPRiMLCQnz77bcYMGAARo0ahXPnzmHu3LnYvn07/fzVq1dDJBKhZ8+eOHToEE6ePIni4mIoFApcu3atTGfAQEBlxypLsthsNtM3dh6PB4lE4tN0QmX4LVQVlPBTeTCZTMydOxc2mw1H/vsPA7p1Q252tsev4UujorvPpWuATxIM2FD6byOmZjsIRHGQxiXbexMQvFMNUVFRKCgoqO5l/L+ioKDAbVm+uLjYr81I0DUphnKzWCACBJksyW0qUa8wQRTOobMIkeEcn7IHZTUqWq1W2EgSTC8zCNkPH6J/585gs9l477338PTTT3s955+fnw/APr3SpEkTWCwWtGnTBgMGDMDVkgbJ48ePY+LEifRz3nzzTYwcORLp6emIjo6GXq8Hk8nEW2+9hR07doAgCEyYMAGTJk2ifx9Hjx7FgQMHkJKSgvHjx6NBgwYgSRJyuRyLFy9GQkICkpKSoFKpaEvkULlJWq1W6PV6GI1GsNlscLlcv9bO5XI9zjgEG1arFWazucK/wzZt2qBv3764cuUKTHo9xr32Gv767z+PLqjeTjN4ErRrFCYYFAYwlMVgyA10oYEKCChM6mxotDlBJ7VMIZPJnmQQqpjk5GTs3r2bvkZSf8Nr1qxBp06dfD5v0AUIBQUFIRsgULPk/t5URMKapcSSAPsFROTQ0EThqPHu+G9v4QsEYHs5nrj1l19QXFwMANixYwcmT57s9et27doV/fr1g9lsRosWLdCmTRt06NAB+fn5ePfdd8FkMrF06dJSz+NwOGjQoAEKCgpgNpvRsWNH2hti0aJFeO6555yOj42Nxeuvv47XX3+dfowgCERGRmLBggUA7FM0BoOBvtlSY4CBItBeDCRJ0noGlONloG7sNpsNFoslYLbOVYXVakVxcbFH5lJvv/02hg0bhjfeeAM///wzNGo1xJXQ/+Rq2gQ8ai4G7AG/MpwDg8IALsMCq6YQAOE07gw8UlQM1uwBYA8QnmQQqpYvvvgCzz77LG7cuAGLxYJly5bh+vXrOHXqVCldBG8Iuu1RYWFhyJYYOBwOpFKpXykdlSaPnn12hF/iJQ/ASXLZ3YXHF5hMJkQ+pL7HTpqEQSUqhZmZmRg/frzXDYoSiQQrVqzADz/8gAkTJqBjx44gCAILFiwAi8WC1WpFr169sLykxyE9PR1t27ZF06ZNsXDhQpw8eRJjxozB3bt3saZk3NJXNTeCIOiaPYfDqdRyQyAgCIKe+5dIJAHd9RsMBmi12pCbZqACdE/WnZSUhLi4OPz888/gcrkBH3t0pazgvYaUh3p1RYhKFIEp5oDduj5Y7RrTkwwUlDZCsGYPAHuJ4UkGoWrp3LkzTpw4AZ1Oh3r16mHfvn2IiYnBqVOn/PKWCboMQmFhIWJigr9b1x3+yCxTmI2FqJvYi7Z05VKjTuVYPwciSLBaLCDh/doFAgF+3LQJ3X/6CSeOHMGOrVvx559/etWk6I4HDx7gn3/+QfPmzSGXy5Gfn49JkyZhxYoVIAgC9+7dQ//+/TF79mxIJBLI5XLYbDa8/fbbAIDhw4f79foMBsPJjdNgMMBsNkMgEFSp5bE7LBYLiouLwefzweFwKs2Bjs1mQ6/Xw2q1Bo3zpCc4TjJUtG4Wi4U9e/Zg+fLl+Omnn7D8q68wafp0j17H2zKDJ5m9evXEUPFNeJhlhrqkX5bKGgAIShdHV56UGKqH5s2bB1ykKugyCKFcYqBmzf3FMX3obtTRU7zptNYVF0OtUPj0OiwWC6+PHYub166BIAjo9XqfzuPIwoULQZIkrly5gtGjR9NNii1btkRRURF69uyJZcuWYdCgQXRQuX79eixZsgS//fYb6tSp4/caHGEwGLBYLFAqldDpdF6bUQUCSoVRpVKBJMlKn4Sgbq7BnkVxhcFggCAIj39HYWFh+Pjjj9GvXz98M3cubj7IwHujR2OPQ2NrlUIQMKhMsN4rhDHjCvJyziMrJwU37uwN+uAAeFJiqA727NmDvXv3lnp87969+Oeff3w+b9AFCKFcYqjMi3Z+qhYahYnOHtSQ8srdkVDBgadBgs1q9WtnvH/3bty+fh11EhMxZswYn89DQakqDh06FJ9++ikyMzMBAG+99RbUajV4PB5IkqSnE+bNm4euXbti0KBB6NChg9+v7wpVPuLz+TAYDFCpVOXO2gcas9nsZMMskUgq3Q6dGskMtQABsP++vOkFYjAYtBNkj3qJ2P/337hS0s9SFv5OMjg2GVNjyykXinBrUwq0R49Dcf0f5OWcR2b2FRQWXg+6kcayqMoSg0Fpgl7h35dBaZ8QS05ORtOmTZ0mpkKF6dOnu70ekSSJ6R5mxNwRdHlDSgchFLHZbJWaihWFcxAZzikJDsoXR6IuXu4CBHeTDFar1esGRUdWfvstAOCtN98MSFPbBx98gNu3b2P+/Pn44YcfsGTJEnTq1Ak//PADLBYL9uzZg0mTJmHUqFGIjo7GU0895fdrVgRBEBAIBOByuTAajXRAZfUiuGIymZBKpR7fvKhzs1isMuWRKxM2mx1yPQgAnMpDnuIYDCUkJGDarFmBXla53E/VQHsuG4oHF0LCubEsQjWDcO7cuUor11U2d+/eRdOmTUs93rhxY7/st4MuQCguLoZI5L91cXUQyAyCRpsDgSgOJnU2uHJZKU8Giop6Dzzd5ZAl2vW+8NPKlThfYjPqb+2fYsyYMXj77bfRrFkzAHZp5Zs3b+LevXsYMWIEGjZsiNq1a2PcuHFV/vfCZDIhENgDNGoqgcvl0rLN5UEQhEfBBNWJb7FY6ICCes2qpDpeMxCQJOm1aNmoUaPw/fffQywW4+HDh0hPS0PdEhtyV1w/V954MFBkqHR05qBIYUJ+qhakshDFulxoiwugKgkQQiVzQCEUCqHzUpH1Cf4hkUiQmppaqrR67949vxxMg67EYPFBzS+YCFSAIBLWhE6TVUpy2TV74K7M4EvDIkEQIHwIEN4bPRqfvP8+omQyt6OIvnLp0iWcPn2a/rdcLkeXLl2we/duzJ07F6+99hr9vepsGmSxWAgLC4PZbIZKpYJOpyt3x221WqHVasssTzjKI9tsNgiFwmrXYqAUQkOJ4uJir6dphEIhWrRoAb1ej5dfftkrt0d/HB6LFCZkpmpgvVcIkzobNlIDMHQwGwtDLjgAELJlqVBm8ODBmDx5spNq4r179zB16lQMHjzY5/MG3Z04lAOEquidyFUaUFsiKKV94Ign3dKuZYYIH82xFHI5mEwmWrRoUa7Jkrd07twZ169fB0EQuH79OuLi4kophVFNaNV9A+XxeOBwONDr9XSDZlk7b5IkYTQay9RW0Ol0MJlMbm2Yq4NA6zZUFQRB+BTUzJ8/H88++yx++uknpD58iHadOmHU2LEejT9WFCQ4flYdsweAXQgNsI8xqrUF1T4p4w9PAoSq5+uvv8azzz6Lxo0bo1atWgDsfjbdunXDN9984/N5g+4TH8oBQiDRaHNovXVv8FUkyVcYDAasVmulpKKpmf7WrVu7/b7NZrNnPqr5JgrY34ewsDCnmzrVp1DR3zNlisRms8Hn8wMithUovBkZDCZ8DRDq1q2Lrl274ubNm9izfTv2bN8OsViM18eOrYRVPsIiNwLKQmi0ORAKZDh3bk+lvl5l8iRAqHokEglOnjyJ/fv34/Lly+Dz+WjRogW6d+/u13mD7hMfygFCfn4+xGJxQJX3HN3cAHs6MkP6qL6XodL5bNhEZRFsNhsUBQUQSaXgeCi0s/P33/HhuHFQloxGTpo0yac1+AOfzw/oex0IHHd+BoMBFosFXC7X7U3farXSGQMul+uR8l9VQwU7oVZi8DVAAOxNdnK5HDXj4jBt5kyMCMBUTnnZA6XCCEKuoRVThWGR6NJlMO7cOeX361YHTwKE6oEgCPTp0wd9+vQJ2DmD7k4cqgECSZKwWCx+z8c7ejE4yi3zHSSWXe2e/YUkSVi9WHdOVhamvvMOVEolBAIBmjRp4tYopCoIhuxBWYjFYhiNRjoI4PP5YLFYIEkSOp0OZrOZFmQKVt+DYMnQeIs/AQKXy0Wt2rVx8ubNMkdJvRVJckdRSVmBak5UZp0DAIRYLFaKJwFC9fDff//hv//+Q35+fqn70Lp163w6Z9DdiUM1QPD3IsrmyiARxSCuZisA9uCAW7sFmPVlTjLLFZGh0nhVZshSqlFD5F2Xa1FhId1kl5ycjFWrVlX6TL479Ho9bDabX126lQlBEE79CWazGRcvXgSfz0diYiL4fD74fH7Q34D9udlWF1wu1+dxW7Vajbj4+HL/pv0JDhwD/MxUjb284IBeb4JaowabK3vSpPgEj5gzZw7mzp2Ldu3aoWbNmgG7pgTVnZgkSZjN5pAMEAD/LqRUcECVFDjiWJARIvDdBAbUzqOG1Pf0umODInWz93TtjZo2xdxvv8XCTz/FkSNH0KVLF+zYsQNxcXEVPzmAWK3WKhUr8hUGg0H7OowaNQphYWE4deoUuFxu0AcHgL2+GQrrdMSfzEf9+vWxfsMGmM3mgAS+ruUFVxzLC48DTwKEqueHH37A+vXrMXLkyICeNzg6oUqg0iLVsRsNJqiygitKhRGRDmJJuUoDcpUG+qLjSeYgTir2SoLZHTu3bcOUsWNptTSlUon9+/f7dU5fCIWbFjXWqFarYTLZAzu9Xg+TyQSlUoni4uJqkW32Bkq6OJQwmUxejzlS9O3bF1qNBqtKxL/c4e9nCLB/nqnpBQq1Jg8WqwpxsQmQuLF9DwXYbPaTAKGKMZlM6Ny5c8DPG1QBQiDMjqqT8PDwgNeSqQsIJbNcQ8qjMwfuMggVBQnuUqMMBgPSiAiPlRTr1KsHBoMBkUhE9x5UhryxJwRz6lun00GlUtHyyGKxGCwWC9HR0QgLC4NAIIDRaIRKpYLBENi+kkCi0Wjo4CZUsFqt9HSItzRs2BADBgzA33/+GeBVOUP1FJERIpjU2cjKSQFg/zzmF92lhZJCDcqBNZg/m48bb731FjZt2hTw8wbVnTjUAwR/OupVmjzElUw1mtTZ4AAgAFpBkZJZdoUSTvJnvJEgCI+nFwCgbYcOuJ6TgwaRkXj22Wdx8eJFNGnSxOfX9xUGgxHUFyGbzUYrLFITDGw2G1FRUbBareDz+eByudVm/uQJNpsNJpMpIPLZVY0/WY+kpCTs2bMHOp0OAoEACrkcbA7HJwlnR2pLBKWajAm5BjpNFlSaPJiNhVCpVDCZTCHrSUNdv0NtNDaUMRgMWL16NQ4cOIAWLVqUysIvXrzYp/MG1W+PqicHywy4txQXF4PNZvt0MTUbC8HmyhAf2wIiYU17D4KyEBa5CGV5I+YqDV71IZSVFiVJEjqtFhwu1+MsQqRMhosXLiA2NhYHDx5EQUFBlV/Q2Gx2UP2tUDbMPB4PXC7Xo5uJq620TqejdSWCYeSRCsCC6X32BH8Dx6tXryI8MhIsFgsGgwEv9u2LmBo18NuuXfQx/kwyFClMUCrszYlkhAgCURwkohiwuTIU5N0LuZKOI9Tfbag2nIciV65cQatWrQAA165dc/qeP39LQfXbo3bgBoMBEomkmlfjPVqtFgKBwOfdFtWxXDexFwTqbHDEsUBqGixIhB52M5ei8Eep3shwDq2s6O30giMEQUCn1YJgMDwKEDRqNXZu24YzJY6LNpsNP/30k1+uYb7AYrGC4gJks9mg0+loYSR/bqZMJhNGoxFKpTIophyozEao3bD89UXJyMhAp27dwOFwYDKZQBAEEurVC8jaakh5tPeCRW7XQOCIY0smmFIC8hrViV6vB0EQQTu6+zhy6NChSjlvUG0LOBwOOBwOtFptdS+lWsnMtnvAm9TZ9gdS02CRG6Fx2HW4KzdURHm7HQaDAdLDNPf6H3/EB2PH4uHDh/j888/BYDAgk5VuqqxsSJKEwWCo1kkGi8UCpVIJk8kUEBtmLpfrZCtNeTJUF9R7GwzZDG/gcDjg8/k+Pdf+O1VBUDI+y+FwsP/sWSz00WvEMXB3FUki5I8aKQWiOIhFMagZ1zhkXQUB+0ZJKBSGXFD5uPDw4UNkZWUF5FxBFSAAdsMUX7uPqxsGgxGQi7nZWAi1Jg86TRYdJBByDd2wqFQY6VFHRzwxacpSqt0GCoQHa9eo1fjg7bexZcMGCIVCREdHo3HjxoiIiPDLUtQfiouLfW5G8weqX4bJZILH40EqlXrknWC1WqFSqcrNMlC20hKJxMneuTo6w9lsNsLCwkLuYs9ms33ewZ49exYZGel44dVXKzzW12kGpcJYSv+AQl+cG5I9HxQajcbvXo0neIfNZsPcuXMhkUiQkJCA2rVrQyqVYt68eX7dk4IyQAjVDEKgAgTA3rSo0eY4BQmAfZrBFXez1d5S0dotFguG9OyJ39atw52bN6HValG7dm0wGAwMHjwYFy9e9HsN3kJZJ1dlBsFqtUKj0UClUsFqtdI3c0/LCiaTCRkZGR7dAJhMJr0LNplMUKlU0Gq1VZpRoAKgUMNkMvkcUDVq1AgSiQTbfv01wKtyxjF74EhxcTGMRvfBQyhAZRAeZ1atWoXExETweDy0bdsWx44dK/PYw4cP07ocjl+3bt2ij1m/fr3bYzydbvrss8/w3Xff4csvv8SlS5dw8eJFLFy4ECtWrMDnn3/u889Z/QVcF0I5QPC35sbmOqfp1Q5jThxlrFPDIjUi5Yi3CoqOux9OBTeBrMxMXEtJcXosNzcXer0e27Ztw7Bhw8p9/vHjx3Hq1CmMGzcOIlHgDKWqSpTFZrNBr9fDYDCAyWRCJBL5lHYnCAJsNhs2m82rXgVqJ6/X66FUKsHj8aqkP0Gv14PD4YRciaG4uBhcLtenHhWJRIKYmBhkZWYGfF2Ub0pRuAnZESKYUk7Q39Np7Glhx0bXUORxDxC2bNmCyZMnY9WqVejSpQt+/PFH9OvXDzdu3EDt2rXLfN7t27edSkeuTd1isRi3b992eszT4HzDhg1Yu3atk7Vzy5YtERcXhwkTJmDBggUenceVJwFCAAnEh4ISRxG7iKSY1NngymWwANADPvcilJUSFVQgVxzvYuUcHx+PnJwcbN++HRqNBn379qVnn10vyhqNBh988AEUCgViYmLw+uuve7Xm8mCxWDAajX43pVWEXq+H0Wj024aZx+Ohfv36MJlMXu3MXWWb9Xo9GAxGpe7uKTMpJpMZUgECSZJeB2COnDt3Dnfu3MEPP/zg0fG+TjOI6omgSY2FMuscNNoc+vE27brj1o3zXp8vWHjcA4TFixfjzTffxFtvvQUAWLp0Kfbu3Yvvv/8eX3zxRZnPi46OhlQqLfP7BEGgRo0aPq1JLpejcePGpR5v3Lgx5HK5T+cEgrDEIBKJQrYHgTJs8hcqOBAJa0IkrEmbNgH2tCTVsOhIbYmoXJXEihQUSZKE2WQqczzM9YbYqFEjZGRkYN++fWAymWjXrh3efvttDBgwgD6H2WzGH3/8gV69ekGhUEAoFGLHjh2evQkeQtWaK0MPwWw20wJBfD6fbh6szno8ZSstlUrpHSblGhloqN6OYJgU8QaqBONrgKDT2Ut2bDYbiz/7DMbsbEQxGIgK4KhnZDgH8XVFIKQySOOSnazdRWGykBsrdUSj0QQ0SxhMmEwmXLhwoZRjYp8+fXDy5Mlyn9u6dWvUrFkTvXv3djt1oNVqkZCQgFq1amHgwIG4dOmSx+tq2bIlvvvuu1KPf/fdd2jZsqXH53El6D75oZxB0Ol0UKvVqFmzZsUHl4FjcOBq9UxByDXQR/iWfnQtLVCYTSYo5XJERkWB6eaGUFxcTNf7t27dikmTJqFmzZrYu3cvrFYrUlJScPToUQDAP//8g/79++P333+n619cLhdarRaXL19GWloaEhMTfVq/K0wmM+C7FUcbZmqyJtgu2NSO3nGSgyo7BGqtlC9KsP3sFeHv5EVkZCQA4Pvvv8emTZtQWFiINWvWAACiGAwU+NADUlsicttEzKwvg/UeIFDHQaPNAUEQ+O+/rSH3njsSqhkEtdo5C8TlckuVeQpLjOpiYpwzvDExMcjNzXV73po1a2L16tVo27YtjEYjfvnlF/Tu3RuHDx9G9+7dAdh3+uvXr0fz5s2hVquxbNkydOnSBZcvX0aDBg0qXPuiRYswYMAAHDhwAJ06dQJBEDh58iQyMzOxZ88eb94GJ54ECAGEUvbzNb1pNhY62T0DpX0ZyAh7ZG6RG2lvBsCzCQag7BIDFRRYLBa3AYJQKMT4Dz7Ad998g2nTpiEnJwcymQw5OfbU6Pz58yESiVCvXj3s3LkTbdu2xf/+9z8AwMRp09Cxe3e8NngwYmNjA24NbbPZYLFY/O78JknSKX0fzDbMFARBQCKR0LbSjmUQf6CM00KxQRGAX4GNQqEAADod3KVLF5+CgopwFErSXbf3HzzMuUrbgocqVRkgWBQmgOPfe2UpyRLGx8c7PT5r1izMnj3b7XNcs4jllTgbNWqERo0a0f/u1KkTMjMz8c0339ABQseOHdGxY0f6mC5duqBNmzZYsWIFli9fXuHP0KNHD9y5cwcrV67ErVu3QJIknn/+eUyYMAGxsbEVPr8sgu6vMNQDBAB+1T9VmrxS/QdkhAiieiLoFSan0SiNwoQihckjNUWqRlpmgMBkggDKnwgo+QCkp6cDgFMXbl5eHvh8PgRiMdLT0/HMM8/AZDJhwocfYsYXX2Dj6tUgSRIzZswIuD2zxWKBRqOBRCLx68JKEATMZnNQCBR5g2t/QiDKDSRJut1BhQJU1sdXTp8+DR6Ph2XLlmHevHmwllM3doT6bHnSj1CkMDmVCQWiONy4szck7Z1dCdUMQmZmplMTobu/fZlMBiaTWSpbkJ+fXyqrUB4dO3bEr+VMyTAYDCQnJ+Pu3bsenzM2NtbnZsQy1xHQswWAUNdBAODXGBqlgUCNODrizvoZAO3o6GkWoSyYTCas5dxcatepA4IgaFOqsLAwtGvXDkKhELm5ucjPz8ftmzdx9+5dGAwGtGjbFrO/+goEQUBTkr5LTU31a43uoCSXfTEUslgsUKlU9E1VIpFAIBBUWnCg1+tx9erVStmZU/0J1MXZaDRCo9H4NAZKnSuUmhMp/Pn8kSQJNpsNg8GA3bt3IyIiwqPnVaSHQH02XUeSKSVFwP7Zt9lsIWFhXh6hqoMgFoudvtwFCBwOB23bti3lXrt//36v3BQvXbpUbimaJEmkpKRUWK6+e/cuXnnllVLlEQBQqVQYMWKEX9fcoAsQJBIJlEpldS/DJ1gsFgiC8PsDrtLk0SOOJnU2LZLkaA3LKulBoNKUFBUFCeXtblhsdrnNfmqVCoA9BWsymfDaa6+BJEmnjI+uuBgAwOXx8PnChfTjESV13a1bt5a7Pl8gCAIcDoeeZvAEm80GrVYLlUoV1IZP/kAQBK306I2ttM1mg8FgCNn3RaVS0Y2G3nLjxg388MMP4PF4OH78eIBXZodSUqQ+z8z6MnBadYFMloTi4mLaRj1UUSqVIa0EWRFTpkzB2rVrsW7dOty8eRMffPABMjIyMG7cOADAJ5984jSptXTpUmzfvh13797F9evX8cknn+CPP/7Ae++9Rx8zZ84c7N27F6mpqUhJScGbb76JlJQU+pxl8fXXXyM+Pt7t+y2RSBAfH4+vv/7a55816AKEuLi4gMlEVjXUmIqvEq+uUFkEUundBSNDpfEpmyAOD4e4nHRqz759weVyQRAEZFFReOWj6cjNz6e/T+02h770Es7cuYMuTz1Ff69RUhIAe3li9+7dXq+tIrhcLu08WBEmkwlKpZK2Yfa3NOENXC6XHnOsbDgcDqRSqZOttCflB6PRiOLi4pAMEKxWK2w2m8+/T0qgaPLkyQHzFnH9LNaQ8qBUGGG95/y5jqvZyt4DFIJZG0eysrJQq1at6l5GpfHSSy9h6dKlmDt3Llq1aoWjR49iz549SCgZBc/JyUFGRgZ9vMlkwocffogWLVqgW7duOH78OHbv3o3nn3+ePkapVGLs2LFo0qQJ+vTpg6ysLBw9ehTt27cvdy1Hjx7Fiy++WOb3hw8fjoMlnjm+EHQ9CPHx8cisBIGSqiIQqWmqWdERi9wIVgQXhFwDZn0Z+OEciHzwY/CEshpumrdqhVsFBVDK5ZBFR4PD4UAhl9sDo9hYdOzSBXO+/RY13DTFtGnfHq+PHYtf1qzBhx9+iDp16iApKanUcb7CYrGcZIndYbVawWQy6WMrOr4yYDAY4PP5VaaGSBAEbStNiTwBj94LV6ipCC6XG5Kd9FT2ztcAoXnz5pBKpcjLy8NXX31lr+l6ccP2VA8h+3wRoCwElIWwymX2/wfQJKk9bt0459Pag4XMzMxSDX+PGxMmTMCECRPcfm/9+vVO//7oo4/w0UcflXu+JUuWYMmSJV6vIz09vdymb5lM5tf9NOiuALVq1UJmZmZI7l4Ae4OOP8IUFFSZQaPNocsMjjsOUTgH0nAu6tUte97YXRbBtVbqeEEjSRKFeXkw6MsymAYEAgFia9Wim8A2796NA+fPo2GTJvhr61bsdbDDdYQgCCxauRKtkpNhs9mwbdu2Ml/DV8LCwtwaJVksFqjVaqhUKrqB1Bt5ZE+5c+cO3nvvPeTl5VV8cBVD/cxUCUypVLrtTzCZTLDZbCE7vWCxWMBgMHz+3bLZbLRt2xZHjhzByZMncebMGbzxwguYPW1ahZ4fngQHlJKiqJ4IqJsIQiqDMeMKMm/vhEabA1ZJABuqWK3Wxz6DEExIJBLcv3+/zO/fu3fPr3JP0AUI8fHxMBgMAbnJVheBSB+bjYVQlfQh6DRZMGZcoUsNriYvNaQ8+sLjSnmlBldNBIIgwGAw6LEfTy54Hbt1Q7OWLcEXCFC3QQMMLEdymcFgoEfv3iBJ0ikFF0gsFgtdf7bZbCguLqYDA6FQWKm74lmzZuHff//F+++/Xy3GSp5CaUdQ/Qk6nQ4kSdJjnhwOJ2RvUlar1e+1d+rUCQ8ePMDgwYNRWFiI3X/9hVWLF2Prxo0BWiUQX1dE9xFRPMy5ivPnDod0iSEvLw9WqxVxce41XJ4QWLp3744VK1aU+f3ly5ejW7duPp8/6AIEoVAIqVQasmUGFosFm80WsBSyugLTJk9GHKkggZKEdXR0dA0C2Gw2zGZzmd93B0EQ2PjXXzh96xYiy7F9tlgs2PTzz4iuUaNcyVF/oDwTTCYTbXpDOSNWtkMeZVh14cIFjBkzBmlpaZX6ev7gaCut1+uh0+lo46lA9dBUByKRyO8O+tdeew19+/bFxx9/7FS/9SS4dFUsdReg5yoNbnsQTIYC1KhRI2SzN4C9vBATExOS47GhyCeffIJ//vkHL7zwAs6ePQuVSgWVSoUzZ85g2LBh2Lt3Lz755BOfzx90AQJgLzM8fPiwupfhE1T0H4gdJJVFcDf2qFeYSk0wULiOUlEmTmXd7B0fZ3O5sFgsqCEKc/t9fyjWapGfm4smzZrh9OnTlWrTrNPpqlweedu2bXTgc/r0aTzzzDOl9PxNJhMePnwYFDt0KiCgrKpDHaos6e/vmsViYenSpfaAQCDAsrVrMffbb/HiyJEePd/181JbInIyUitSmJCfqgWzvgxkhAjc2i2cjNlCRX/DHQ8fPnxSXqhCWrdujd9//x1Hjx5Fp06dEBERgYiICHTu3BnHjh3D1q1b0aZNG5/PX/1XKTeEcqMiy0GR0Ncdq6uroyOkshCIeHSxyVUaUEPKK9PymbowZag05bo9Uhc1m80GtUaLYoKJxBqBUzzUarVYU5IKI00m5Ofn4+jRo+jdu3dAzu8oj0w5PFKiR1VFixYtsH79egwdOpQW/Fq2bBk4HA5effVVcLlcWK1WKBSKoAgQKJhMJj0GSSkocrncSunTqEz0ej3MZjMkEklAzmWz2bBj61YcvnQJQh+9BVw/cxkqnVNgz4rgwgL7BINWq4XRaKSlnkOR/w8NisHGwIEDkZ6ejn///Rf37t0DSZJo2LAh+vTpA4HAfenZU4LnKuVAKGcQCIJAREREQNLZElGMkzeDK5SSIuBZqcETGAwGxJEyMAJcB33hmWdw5eJFxMfH4/DhwwCAI0eO+B0gkCQJnU4Hg8HgJI9cXFwMg8Hgl/OiLzRr1gzAI133/v37Y+HChVi8eDFq1KgBJpMJqVQKi8USNEGC2WyGwWCgJZqNRiNtK83n86v8PfQVs9kcsPp9UVERACDn4UOMf+01NGvdGu06dEDvfv2cjnNVKHWXbXMUSbqepobGQRGV6kOQxiWjbr0WuBniEwxPMgjVA5/Px3PPPRfw8wbl9iCUMwgAAjI+J3GQW6aMm1zNmxzHHCnxFVd80UQIdHCg0+lw8exZEASB4hIhpbFjx1Y4+uMJ1I6XKidQtU+q76Cqb2xarRYCgQCtWrVCdHQ0WrZsiYEDB8JgMODBgwfgcDiIjY2l34fqhiRJFBcX06OflGyzRCIBl8utEr2GQED5cbibYvGFzz//HBERETCbzdj799/4dt48rC5HE9+TMhz1GdXc18CUcoJWUKSCBDabHbD1VxdPMgiPF0EZIIRyBgGw72SUSmXARzUpy+dAUJ79s81qhbqoCGaHaQZ/+hA4HA4iZDKYzWbI5XJwuVz8+eefPivGmc1mqFQqWK1WMBgMt/LI1ESGzWajxW8qC4VCgV27diEvL4+eCmCz2WjcuDGWLVuGv//+u9Rzhg8fXkqutTqgSgtCodDp/aOklsViMa3IqFarg3Y6g+pnCcQN9uLFizh16hTkcjneGD8evZ59Fn0HDsTStWudjvPkM+EqsZyZqqEDA8A+kWSRG0EQJM6dPVTpjbSVzZMMwuNFUAYIoZ5BoNLelXExdXR2dDR7cS0xlNWT4NFrMBiICuPDaLDveMoLJijKlXBmsbD7+HG0ad8eLBYL9erVQ2FhoZPUqCdYrVZoNJpSuuPlZQmMRiO0Wm2l7YSPHTuGjh074oMPPkC3bt2wePFitGjRAufOnUN2djY6deqEn3/+GWq1Gnl5ecjMzMS8efNQs2ZNjB8/Hq+//jqys7MrfqFKgslkluu5QL23lEupSqXySra5qgiUNXVRURFGjx4NQVgYNu/Zg6+++w6bd+/GLzt2oKaXo3uumbuiErl0R2VUQq4BUtOgzbNPwDzJIDwhmAiOIqgL9erVw4MHD2AymUIyoqY+5Gaz2acPvNlYCDZX5lRmoCYYuNKyGxiBR02L7nBsVCzvhk4QBLh8Pox6PYQeimyUF0BoNRo837s3ckoktG/cuIGePXuif//+Hp0beCT/SxCEVzbMPB4PZrMZxcXFYDKZAatRZ2RkYObMmbRe/9mzZ/HSSy9h586daNiwIWbMmIFFixbhzJkztOGPSCSCTqdDnTp1sGPHDixcuBCrVq1C9+7d8e6776J3795o0aJFQNZXEZRglKdNnGw2GxKJBAaDAXq9HkajESKRKGhuaGFhYX4HLWazGe+//z5YbDZO374NWVRUmcf6klGjmhOVWeeg0eYgBvbPdVZOCgoKrgW0h6I6KC4uxsOHD1GvXr3qXsoTAkRQZhASEhLA4/Gc7IRDCYIgwGazA7prFYjiwBHH0rsPV6nlXKXBqQ+BEk6iRqxcR60qoshoRq5KjfSCIq/W6e7CueCzz+jgoEmTJmjTpg3Gjx/vUVMNddGnauSOfQaeQAUUBEFAo9EEZOf77bffonfv3rh58ybmz5+PI0eO4OzZs0hLS0NERATu3LmDr776CiaTCS+++KLTa1KNlAKBAN988w3Onz8PAFi5ciWef/75Si+HAPZMjEql8vq1KNlm6ndA3cyqO5tASYP7e3OdP38+Lly4gI1//VVucOALuUoDpOFcWO8VQqPNgVqTh7yc89Boc1BYeJ02HAtlbty4gfDw8AodCJ9QOdy/fx8zZszAK6+8gvwSj5x///0X169f9/mcQRkgMBgMNG/eHFevXq3upfgMJTjkL1SDIkccay8v1E0spcBWpHAfiHgTELjCYrMRIxEjkmvfIXrah+Auk9CyTRuIS0bPKLey1atXl3seyoZZrVaDJEkwmUyfbZgZDAZEIhFIkvS77JOdnY3vv/8eb7zxBjIyMvDZZ5+he/fu9MW9SZMm+PHHHxEeHg4AOHjwIObNm0c/n8fjoV69erTuQNOmTUGSJJ555hkAwI4dO/xaX0VQZRoqiPUFqj+B6vEoS7a5qtBqtX43fZ4+fRq//fYbFi5bhs49elR4vKf2zvb/dy73qTV5UGnykJl9BZnZVwA8ckgNZa5evYoWLVqExMTL48aRI0fQvHlznDlzBn/++SftsHvlyhXMmjXL5/MGZYAAIOQDBD6f7/cMqitkhF2ele/GpMkxSKgtEfgVHAD23aKOxUaYj/Pfjrw8ejTuFBbi4zlzwBMIwOFwcOjQIVy7dq3Usa42zGFhYQG54DCZTCc1RV8bSCkr8nfeecfp9zt69GjMmTMHU6ZMwdixY3Hv3j20bt0aADB79mwcO3YMwKNue9dd97JlywDY5ZrPnz+PzZs3Y9asWbhz545P63SHzWaDRqMBSZIQiUQB0TigggVfbKUDAeXg6U/24OHDh5g7dy5atm2LUe+849FzygqWXfsOKuoFMhsLYbFYoNfrQ9Z/huLq1ato3rx5dS/j/yXTp0/H/PnzsX//fqdMVM+ePXHq1CmfzxvUAcKVK1eqexk+w+VyERYWVvGBFaDR5nh1vGP/gSfNheXBZLKQrdLgoUJFP+brNAODwcDff/wBlUJBz9wfPXq01HFqtdrJhjmQNW7qhqjX66FWq326kV26dAmA/cY0duxYOn3HZrMxc+ZM2sJVJBJh586deOWVVwA88ucwGAy4fv06DAbnsdQmTZogKysL7dq1w8svv4wZM2bgt99+czsB4SuU54JYLA5ordtRtpnqFakqqPfV1/T8tWvX8NRTTyE3Lw/L163zKBgt7zNQXmCuVBhhzHh0TTMb7eVC6mcIln4OX7ly5cqTAKGauHr1qtuSbVRUFK3p4QtBHSCEcgYBsDfWud4IPMVRZpnyYXAcj6JQKox081NZpQZ/0Gs0KFapnB7zNUjYvGcPOvfoAQaDgaioKKxfvx6zZs3CgwcP6PS0UCiERCKpVHEeNpttV4xUq71KixcXF2PevHmIjIwEj8fDmjVryjVKqVWrFjZt2gSSJD0ShIqNjcXu3btRu3Zt+rEdO3ZgxYoVTsEMSZJYtmwZOnfujKSkJIwYMaJUpiE1NRXDhw9Hly5dsLxkfl8gEEAsFuPWrVt4++230b59ezRt2hQ9evTA+++/75dBGiXbTI2cAqDVLCsTg8EADofjUzbk5s2bGD58OARhYdi2dy+alIhc+Up52YMihQkahQnc2i3QoOEApwZko9EINpsdUqqV7niSQag+pFIpcnJKbyYvXbrkl3FW0P5FNm/eHA8fPoRCoajupfiMTqeDRuOdSJEjVJCQlZNCOzpa5Ebo3QQCVJCQqzT4NeLoCoPFgsVkhNXqXLv3JUiIqVkTazZvRpennkJqairUajUOHjyIqVOn0qN+gRhVqwgWi0VboFIZC1cuXbqE559/Hl9++SVSUlJAkiRYLBaYTCZkMhkSExMBAA0bNgzo2latWoXi4mI6oOjfvz/Wrl2LjQ5OgqtXr8a6deswa9Ys/PXXX4iKisLo0aPpuiNgL2sMHToUK1aswIEDB3D27FkwGAwolUqMGjUK4eHh+Pnnn7F37158+eWXiI6O9jmYdcRxUsRgMECtVldaf4LVavXZmpokSXw4bRoYTCauPnyI1snJFT7Hkz4cSpjM8TNImTNp7j+6FohFMaib2At1E3uhWYtOIW9ulJeXh4KCAiQlJVXp6xIKLQi5xr8vhf1zk5ycjKZNm2LlypVV+jMEghEjRuDjjz9Gbm4uCIKAzWbDiRMn8OGHH+L111/3+bxBOeYIABEREYiLi8O1a9f8squsTrhcLq3p7utNjxp5BFIgLhmNQqsugJs+BEe8VU8sCw6PB4NWC5NeD77Qv36Eca+9hj//9z9a3Oipp57ChQsXkJGRgffeew+bN2+uMu8EJpMJsVgMrVYLg8FQKr17/fp1XLlyBVeuXMHatWsRGRmJ3r17IykpCRcvXsS1a9ewYcMGTJkyBUKhEG+//XZAMh6nTp3CkCFDsHr1anTu3Bnr169Hw4YN6WwaSZJYv349JkyYgL59+wIAFi1ahI4dO2LXrl10SUOtViMxMRFxcXGIjo6m0/4XL16EVqvFwoULaann+Ph4dOrUye+1uyIUCsFms6HT6aBSqcDj8QJqnEXJVvvy2bLZbLh39y5kMTEQeTjK6ytUZk9UTwR9BBeciC6IF8dCmXUOWTkp4HJ5Ae9XqmquXr2KunXrQhSAnqXq4ty5c/TGIdRYsGABRo8ejbi4OJAkiaZNm8JqtWLEiBGYMWOGz+cN2gwCEPplBmpX4O/ommu5Aalp0JekLF0pUpjoLIIvMsuuEAQBDp8Hk95QqonKG4VFkiRRkGd3rGMwGODxeDh48CCdJbp37x6+/PJLv9bqLdR0A9UrYjab6Z0uNcu9detW/PDDD6hTpw727dtHWzqz2WzUr18fRUVFeOedd/DGG28EZE1du3bFf//9h/v37+Pw4cOIiYnB9evX6fc+MzMTBQUF6Nq1K/0cLpeL9u3b02uzWq1466238M4776BHjx5gs9no3r07AEAmk8FisWDfvn1V0hTH5XLpkpHRaAzYa1LGUr4G3kwmEx06dECxhxk+f5REI0uCeVE4B/xwDj2FRPUX5RcGh7unPzwpL1QvbDYbv/32G+7evYutW7fi119/xa1bt/DLL7/41W8U9AFCKDcqMplMsNnsgMy2U0GCRpsDkzqbNnvRuAQKkeEculGRSnP6GyRwSnb1Vj9GBM0mE37avBnvTJ4MBoOB/Px8jBgxgu70l0ql+O2333DkyBG/1uotlCQzYC8J5eXl4csvv0R6ejqYTCYyMzPxzjvv4Pz581AoFNi+fTuWLl2K9u3bo3PnzpgyZQoA4NChQx69Ho/HQ1JSUplp8Y8//hivvPIKGjduDLFYjKysLDAYDGRkZAAALU8tkzkLZslkMhQUFACwB2PdunXD6dOnceLECXz//ff0RaJ169YYP348pkyZguTkZIwZMwZr1qzxWfbaExgMBm0rTY1G+ivbbDAY/JYzHzlyJLQaDZ5p3x5p9+/7fB7A+8+YSW0vqQkEPGjVWRUcHfw8aVAMDurWrYsXXngBw4cPR4MGDfw+X9AHCKGcQQDsjWGB7E6msgiEXOPUiyAN5zoFB8AjsSTAN9MmCiaTBbFMBlYZP0d5uyurxQKVXA6lXA6SJNGsZUuYTCaQJInIyEi6pJCXl4fGjRvj66+/rrZxL5FIhJkzZ2L37t1YunQpZDIZhg0b5nTMkCFDMGnSJPrf33zzDc6cOYPTp0979BoMBqPcPostW7bg119/xaZNm3Dx4kVs2LABPB4PKSkp+Pfff+njXNP0VD2e6pWgmgXdWQdPnToVp06dwty5c1G/fn1s2rQJffr0we3btz36GXyFWrPNZqNlm7VardfTJDabjW5O9Kdc8fTTT2PJkiWQ5+fjtcGDK0UanRIvk4Y79xjoNFm4d/8Azpz5O2j9LbzhSQahennhhRfcZmC//vprvPjiiz6fN6gDhBYtWuDq1avVJsASCMLCwgIy7ugKqSykswje4GuQQBAESJvNbRahrFFKXXEx5AUFsJjNEEulCJfJEFOissZkMrFw4UKcPHkS0dHRSEhIwIMHD3Dr1i38+eefPq3RXxgMBq5evQqJRILdu3fj2LFjkMlkOHr0aJlBC0EQaN++vcfqcQaDAampqWU2BE6bNg3Tp0/Hyy+/jObNm2PkyJF0QPLll1/in3/+AQA6W0AZV+Xl5SEiIsLj4Co8PBz9+/fHp59+ir179yI6OhprXcyIKgsqgAkLC6ONzbzJslHvnb/9KgRBYNCgQfj8889x99YtWu3TFW/KC/bS3qMGRSpgj3ToGbLIjfZMYEmgHOoNimazGdevX68ymfAnlObIkSMYMGBAqcefffZZt+PknhLUAUKzkrGjUC4zAPYPUGWopDlmEagphspEp9GgWFU6ret6AXWURxYIhYiIjgav5GKeULcuCIJArYQEAPaUe35+PtLT01GvXj2IxWJ8/vnnbkWUqoIPPvgAt27dQm5uLurWrYs//vgDTz/9NL755puAlIoosaKyds06na5UdkEkEoHL5eLhw4f4+eefIRQKceLECWi1WnoKIyUlBR06dPCpJs/hcFC7dm3odIGbfqkIV1tpT2WbqewBl8sN2LRLeTVabxwbAeesXVkQcg3UmjwYjUawWKyQ7z+4cOECwsLCAj7R8wTP0Wq1brVA2Gx2KXM7bwjqAIHJZKJr165+RUDBgDsHQr/OV9KH4OgKBzxqUKTSmo47GW+9GNzBFQhgs1phdrP7zVKqYTaZIC8ogLpkNJXD5SJMJHJKAyfWq4f7CgXO3b2Li2lpTjvpkSNHQq1WQyAQYMGCBQEZu/OWl156Ce3atcMXX3wBJpOJIUOGgCAIfP311ygqKkJ+fj60Wm2lZbUGDRqEBQsWYPfu3Xjw4AH++usvLF68GM888wxYLBbCw8Pxyiuv4Pvvv8fRo0eRm5uLBQsWgM/nY9CgQRWe/+DBg5gyZQoOHjyItLQ0pKamYu3atThy5AiefvrpSvmZyoNSYmSxWCBJEmq1utz+BKqE4k324MyZM+jSpQtWrVrl9vtpaWng8niIqwQXQkd/FAC0m2NBwTU60Al1jh49im7duoW8jkMo06xZM2zZsqXU45s3b0bTpk19Pm/Qh67du3fH0aNHneq+oQafz4dCoYDFYvFrt0CNPIodRFYsciP05TzHdUfjrz8Dm8uFQVcMdomQUZxUDKvVimK1GncepKNmuLRCeWZhyfdVJbLFFAMHDsSSJUuQl5eHixcvYsCAAfjqq6/Qrl07n9fsLQRBoEWLFli3bh3u3LmDhg0bYs2aNTCbzWAwGJgwYQIkEgkmT56M5s2b07X/QPWZrFixAp9//jkmTJiA/Px8xMbGYvTo0Rg1ahQuXboEq9WKF154ATweD/PmzYNKpULLli2xfv16CIXCCs9fv3598Pl8fPHFF8jJyQGHw0GdOnWwcOFCj8yzKhNKbMl1LNLxxkONp3rD4cOHkZeXh5UrV2LChAmlvp+Wlob42rWdXsefqQUKx+CgSGFCfqoWuoMHcffObgCTIBQKQ96gCbAHCJ4IgT2h8vj8888xbNgw3L9/H7169QIA/Pfff/jf//6Hbdu2+XzeoA8QevTogW+//ZZ2bAtFKFVAg8Hg0UXcE3SaLLuBk1wDRHDdiidFVqCV4Au8MCE08iKY9HpwBQKQJAlFQQFAEBCIxIjwwgXvr82bnf6tFIrRoVs37Pz9d3Tq1AkWiwUvv/wy5s6dixEjRgT6RykTqVQKAGjTpg1OnDhBC41s3LgRf/zxB/h8Pvbu3YuLFy9CIBBArVaDwWCAw+GAzWaDy+V6feGnjKRYLBbmzZuHb775BiwWC2q1GjqdDlwuFzweD6mpqdi3bx8mTZrkU9Bcu3ZtLFiwwOvnVRXUe0jZSlssFkhKjL4MBgM9GeQNqampTv+2WCw4c+YM8vPzce/ePWzZsgWvvfUW/X3veg7KVk+sIeXRQUJmqgaW87eg02RBpckDQRCV0ptU1VitVhw/fhxz5syp7qX8v2bw4MHYvn07Fi5ciN9//x18Ph8tWrTAgQMH0MMD87GyCPoAoW3btiguLsatW7fQpEmT6l6OT1D1Vr1eH7AAwR1UkCByExg410l9zyIwWSzwhEJYrVaQNhuyVRqYGfY6KofBQJZS7bH/Q3pqKj32BgBWlQKLVq1C9sOHOH78OPr374/hw4fju+++w+DBgyv1vXNk3LhxiI+Px0cffYQOHTqgsLAQQqEQW7duBQBs2LABY8eOxRtvvIFdu3bR1t4mk4k2K+JwODCbzZDL5WAwGGAwGCAIAmazGXw+ny6lAEBRUZFTfwODwQCbzQaLxYJQKISopEzTqlUr3L9/v0q9DqoDylaay+XSfxtGoxEqlQpisdjrAIEK1sRiMXQ6HSZMmIDjx48DsGckaicmYt7ixV6v01NjpiKFCZr7GpjU2cjKSYHJUED//kO9/+Dq1auw2Wxo2bJldS/l/z0DBgxw26joD0FfNOJwOOjUqVOVz8cHGkGJi2GgRvgEoor1tZ1HHh/1IPgz8mgxm2E2mmDS62AuuamxORwQPtQfh7z4Ip0V6tm3LxonJSEiMhJ7TpzAbzt3Yt++fdi1axc0Gg1mzpwZkPeOJMkKz8NgMDBo0CCMGzcOZrOZljC+c+cOCILA/fv3sWjRIuzZswd//PEHuFwuRCIRIiMjUaNGDToFTs3/O3oFsNlsREZGOv0tUBoBMpkMNWrUQI0aNWidBCqwAEAbIt33c2Y/VKBGQgFApVJBr9c7iVl5ysOHD9GwYUPI5XK0aNECx48fhyAsDG06dMBX332H07du0b0AgSgtuJKZqgFS0+jsgdFohFarDXn3RsDePd+1a9eQD3Se4J6gDxCAR30IoQylKOdvmcTR5IXC3bhjZDinVIOUP9isVujUamgVcpCkDXyRCEaDwS/xpIHDhuHolSv4aetW/Lpjh9N788yAAWjaogX0ej3Cw8Oxc+dOjBs3DioX4yhvmTt3Ltq0aUNPSZhMplJ+HxaLBbt27UJ6ejpsNhvS0tIAAA8ePEBiYiL279+Pnj17IiYmBidPniz1GtTPwWQyIRKJIJFIEB4ejoiICIjFYjAYDIjFYvo4yhq8LNMho9GIkSNH4ueff4Zer/fL3yMUoeycIyMjYbVaoVQqodPpPNJPMJvNSE9Px+DBg9GkSRMkJCbip61bkaZS4d+TJ/H62LFOf3eeZr/Kyx5QjcK5SoNbAzW9Xg82mx3y7o2Avf+AUul8QtVDXVcq+vKVkAj7unfvjjVr1oR0HwLwaESrKnTXixQmRIZzkKHSobZEgAyVplRpwd1jZWG1WmE2GsEXimhlRaNOD51GA1F4uNOx1C7Mk4ttg8aN0aBxY7ffe2P8eEwZOxYqtRrvv/8+NmzYgBUrVvisLf7333/jl19+AQAMHToUCQkJkMvlMBqN2LVrFy2vvGrVKtoBkclk0kZSAoEAjRs3xn///YdZs2YhLy+P9kPwFJPJhIyMDDRo0MCjXRdJkpg4cSK2bNlC3xBr1arl1WuGOtQNVSQSgSRJ6PV6jycAli5dCrVajeNnzuDatWtY87//YZCL+JW/eGuOFshepOqEJEkcPXoUU6dOre6l/L9l6dKllXr+kAgQOnbsiPz8fKSlpaFu3brVvRyfoURhqmv34G1ZwWw0wmw0QiAWg83hQCyTOQVofJEIxUoFjHoduPzSQY83/QjueHXMGCjlcnw9dy5+Xr8evfr2xb59+5CcnIw1a9aAy+Vi3bp1Ht0o9Ho93UhVr1493L9/H+np6WjWrBmuXbuGQ4cO0QFC7969sWHDBuh0OhAEgRs3bmDYsGGoW7cuxGIxOBwONm3ahLFjx3odIHiDTqfDK6+8gp07dzpl0fbs2VPlvhXVCRUYAI8mHSjTJ5IkodVqwePxSn2mVCoV1qxZAwAoKijAzK++wsAABwfuoIJzKnvg2EBcr04bkCRZZaZklcmtW7eg1WqrdMroCc6MGjWqUs8fEiUGPp+P9u3bh3yZgcPhgMlk+iVI42jaRGkhEHJNqTKDUmF0Mm7yBqvFAq1SgWKVEraSZkSgtLwvm8MBh8+HXqstZQcdKN798EOcuX0bBr0eDCYTBqMR7777LnLz83HmzBnMmjULarUaJEkiPz8fEyZMcNu1fvDgQbqU4Og4d/PmTTAYDGzduhWXL18GACQlJeHw4cOYOHEiTCYTzp8/D8Ceydr9zz/o3a8fAGDSnDm4rPCv5FEeixYtws6dOwHYU7kzZ87EV199hXHjxlXaawYTFouFdkJ1FTNylW1Wq9W0PoXRaMSHH36Itm3bgiAIfDx7No5fu4b3PvzQL+MaT6DKekUOAmYWuREmdTakccmIkLWCRCJ5LGr2R48eRadOnR6LUc0nuCckAgTAfnEO9UZFxzlvb/XnXdFoc+zOji64ujxSQQLg2fSCXquFRi6HzWpFmEQKYXh4uQ2I/DAhGEwmbGU0jnnj+FgWMTVr4r1p0/DX5s2QFxWBw+GAy+OhXoMG2LlzJ7p27Yrk5GR07twZ+/btw4YNG5yev3PnTnokkCAIJ5VGkiRhs9nw8OFDDBs2jA4GRCIRJkyYgMTERGTm5yNFrsTQ995HUosW2L51K157801ERUcjTipGgc2GApsNKXKlXz+nKz179nT697Fjx9CnTx+3s/yPG1RmgGoQLQtKF4GSbVapVDh8+DC2b98OAPhixQpM/fzzgJYmHTNxrr0HRQoTlAojMlM1yEzVID9VSzcoZt7eiTu3dz8W442AvUHxSf/B403IhLHPPPMMXnnlFXpHEaoIBAJotVro9Xq/LhRqjd06WaDOBgcAlIWwIJG2kgXsuxfKJMZVVdGx/8AxfctgMsELCwNXIPDookowGBBHlDYEcsXfcsP0uXMx6p13cPXSJaSnpSH74UOk3bsHlUqFwvx8JNavjw8++wyzpk3D/v370bBhQ1q22FHF0tUiODIqCjsPH8Y/O3Zg7vTpOHPmDJ0yvX79OtLT0/HymDGIk4oRJxVj29692LF1KwY8/3ypNVLBguPP3CpC6nQMZXXtyd+wyEVw6tChQ8jOzkajRo08es9CGZ1OB6vVWuo9cAc1RszhcKDX63Hu3Dn68WZejN95K6tcVnCQn6q1Z/RS02BSZ0OnyUJWTgosNg2yMm96vJ5gxmKxYO/evf8vgtX/z4RMgNCtWzeYTCacOXMGnTp1qu7l+AzV2e5rD4LZWAiZLIn+N5VF4IhjwYrggh/OcauD4AoVHJhNJui1GrDYbAhEYnB9rI2SNhv0Wi24AgGYZaRPvWledIUgCMTWqoVYlwY9k8mEzevXY/ZHH+GrWbPA4XCgVCoxa9Ys8Hg8WCyWUrK9JpMJQ196CblZWegzaBDqNWyI+BJviCVLluD06dNgsVi4du0a+AIB3v3wQ/q5XC4Xw0eO9GjNjgEDFSzweDyPb/A5OTlOr2s0GrF8+XJ89913Id2sWxFms5lu5vWmJEDJNlMBQnh4OGJq1IDZbK7w8+ZNcOBasstVGnA/VWO3Xr+vsYuXKQudgoOCgmvIy8sLaeM5R06cOAEWixXS12J/WLVqFb7++mvk5OQgKSkJS5cuRbdu3Sp83okTJ9CjRw80a9YMKSkp9OPr16/HG2+8Uep4vV5fpjV8VRAyW3EWi4WBAwdix44d1b0Uv/FXYlWlyXOSW+aIY0FIZW6PdexFcMRqtaBYpUSxUgGCYIDD87NpiiBgMZtRrFZVON8diLIDBYfDwetjx+LgxYuYOnMmZn/9NabMmIEwoRB1GzSgg4N3P/wQLVq3BofDQf2GDdFv8GDsPHIE75Xc/IcMH44HGg2mz52LrNxcHDt2DAqFAn0GDgxIjdWXoKhBgwbo0KEDAGDB0qWo26AB9u7diwMHDvi9nmCFKi2w2WyfLowWi8UunRwfjy+WL0eYQABFYSE0SqXbsp4/f4vUKOP9klKC9lw2kJoGY8YVp+CgsPA6XVZ8XMoL27dvx6BBgyq9pyMY2bJlCyZPnozPPvsMly5dQrdu3dCvXz9kZGSU+zyVSoXXX3+9TFlqsViMnJwcp6/qDA4AgCBDSK3jzz//xKeffopbt25V91L8xmg0wmQyeZRCdYXNlSE+tgVEQrvFsDQuGYRUBmZ9mdsMgjSci8hwDmpIeagtEYC02SCxGMEgGOAJheAE6I/QarFAo5CDw+VBUIZefkU3SsdShK9lCZIkUUckopvcOnXvjm1794LBYMBkMnk09RDH48FsNuPC/fuIr1PH6zWUhV6nQ+b9+4ivVw98gQBRZZQa8vLykJiYCL3e7rRRq3ZtfPvjjxgxcCDat2+PjRs3PrZZBIvFQqtPesvt27cxYMAAtGvXDnvOnLGPRep00Gk0AEEgMjqaft98kVTOUOlKeSxkpmqgPZcNY8YV5OWcp7+n1uRBpcmD2ViIgoICMJlMv2bSgwWSJFG3bl2sWLECAwcOrJY1qNVqSCQSdHl+NVhs/zY3FrMeJ/4cSyt1VkSHDh3Qpk0bfP/99/RjTZo0wdChQ/HFF1+U+byXX34ZDRo0AJPJxPbt20tlECZPngyliz+NNzx8+BA7d+5ERkZGKffgxT4ohQIhVGIAgL59++LVV1/FrVu30LiM2flQwWKxQKPReJ1GdcVRUdEiNwLhHGgUJrdlBpvZhHQliQRpGORgIDEyMqA3GSaLBYFQBJ1GDSab7bZc4XhRdnfzd33MsSxR0XMpCILA/3bvxtWUFLDYbIwaO5Z+jz11z/vn5EmcOnYsoMEBhWNEXuCyq6WCov2nT9PBAQA8zMhAl6eeQruOHXHqxAkMGzYMa9eufSxuOBQmk4mWmPaVuDj75+Hy5cvQarUQCoUQhIWBx+fDbDKBIAjYbDZkFBSB7cHfgmtZwVX8SKkwQnPfXlLIyzmPzGxna3qzsRAmkwlms9lrk6lg5erVqygoKHjsDJpcHXe5XG6p64XJZMKFCxcwffp0p8f79OnjVjSN4ueff8b9+/fx66+/Yv78+W6P0Wq1SEhIgNVqRatWrTBv3jy0bt3ao7X/999/GDx4MBITE3H79m00a9YMDx48AEmSaNOmjUfncEdIBQhhYWF4+umnsWPHjpAPEAQCATQaDYqLi72+cLiqKZpKGhVZ9e1lBtfggLBZoMzRAkIGYmrYGwpZHC4y1Vq/LaBd4fD5sJjNZU41eIK7nR114/R019e5Rw909sOkpEWbNmjhxwfLV6jAp++gQdhx6BDyc3Px/ZIl0BUXgyAI/LhpE1olJODKlSs4depUwLXXqwuTyQSNRoOwsDC/0qqUyqTZbMahvXtpUSQGgwFuyXkf5BVAr1GDxeGALxS57ZlxbUZ0HV8EQDckEnINFFnnkJl9BWZjYalzcTgcREZGPhbWzoC9vPDss88GhZYDqSoCyfIvA0pa7L/beBe771mzZmH27NlOjxUWFsJqtSImxvkaHBMTg9zcXLfnv3v3LqZPn45jx46VGfw2btwY69evR/PmzaFWq7Fs2TJ06dIFly9fRoMGDSr8GT755BNMnToVc+fOhUgkwh9//IHo6Gi8+uqrePbZZyt8flmEVIAA2BXw1q5di48//ri6l+IXlCGNTqeDUCj0KJ3K5toDAHdyy1QPgiicQ08ugLShuFANXYEZQgkfEAhBuDRreaOm6CmO5YXy1C+9rf06Hu9aiqDwZ1Ii2OhUMkI2ZPhw+n2MrVULrdq1w7XLl3Hv3r1qXmFgsFgs0Gq14HA4ftdc9+/fDxabDYvZXObfHbfEQlqv1UAjl4PL54MXFgaCwXA7peBOMlmpMEKjMNk1DjKuQKPNcRscUL+3xyU4AOwBwpQpU6p7GQEnMzPTabNW3u/M9W+rrOuc1WrFiBEjMGfOHDRs2LDM83Xs2BEdO3ak/92lSxe0adMGK1asoFVdy+PmzZv43//+B8Der0cZA86dOxdDhgzB+PHjKzyHO0KmSZFi0KBBOHfunFOHd6giFApBkqRXwkkSUYxTg2J5EFYLGDYLLEwerNwwFKltpYSTAh0cOGLS66FVKGihpUDj2mDmGBxQ36sM853qwPHi0713b7CYTPz9998wm83VuCr/sdls0Gg0YDKZAZEfPnPmDMLCwiAND8fT/fuX+j7198DmciGKiAQvLAxGgx4P5Eq3WQPH8UUKKjjQ3H9kwkSNHbuiUqlKeX2EMhkZGbh69Sr6u3lvQx2xWOz05S5AkMlkYDKZpbIF+fn5pbIKgD2jdf78ebz33ntgseyut3PnzsXly5fBYrFw8OBBt2thMBhITk7G3bt3PVp7WFgY7QgbGxvrZOhWWFg6cPWUkAsQoqOj0bFjR1phLpShmpZ86WymGhQB+xQDGSECP5wDhs0MhtmeMiOZbBjZQliZHKCM3ZSvro6ewGSzYbNaUVyidFhdBFOgwOXxkFCvHp3upvBmfe07d4bBYEBaWhr++eefQC+xSqGaqShLa3/YvXs3Dh8+DLPZjA1//lkqG+H6HhMEgXyLDSoWF8ySzJpJq0V6oYoODO6XCB5ROAYKFWGxWGgficeFHTt2oHv37o9V74s3cDgctG3bFvv373d6fP/+/ejcuXOp48ViMa5evYqUlBT6a9y4cWjUqBFSUlLoKSVXSJJESkoKatas6fb7rnTs2BEnTpwAYLd9njp1KhYsWIAxY8Y4ZSa8JeRKDIC9zLBjxw6888471b0Uv6GiVH+MqAipDARs4Np0YFsYIGwCgCQBgoA0omrHZFxT/CZRGO6mZ0Kv1UAg8i79766E4AlVEQz4qunAYDDAczHr8na9dR1qkpmZmV49N9igBI78FT8zm82YNm0aeHw+/j52DI2Tkip+UgmUUihpsyFLqUWBUgdlMaAqJqBRPtLQoIIDx+yBSW038iosvF7qvFqtltZmeFzYsWMHhg4dWt3LqFamTJmCkSNHol27dujUqRNWr16NjIwMWgL9k08+QVZWFjZu3AgGg4FmzZo5PT86Oho8Hs/p8Tlz5qBjx45o0KAB1Go1li9fjpSUFKxcudKjNS1evJhWHZ09eza0Wi22bNmC+vXrY8mSJT7/rCEZIAwZMgSfffYZ1Gr1Y9EZrNfroVarEe0wguUOs7GQ7kMAHmURuCwz2CwDTCoSckIIfoz9ghTpZpKhhrR0wFAZfQgUHC4XfJEIeo0aTBbLralTWQQqMPDkJu7uuWVNVLg+5k2QYDKZUJSbi8gaNVCg882Ou0ZsLP3fJUuWQCQSoX79+m53MMEISZIoLi4Gm80Gl8sNmDIqh8PB86+84jY4cPe7c9dvUGDlADyA0KhhKSqGRQ2wwh+VPhzFkKicmEZbutxptVqh1+sDkhkJFhQKBY4cOYJ169ZV91KqlZdeeglFRUWYO3cucnJy0KxZM+zZswcJJWJrOTk5FWoiuKJUKjF27Fjk5uZCIpGgdevWOHr0KNq3b+/R8x1NDAUCAVatWuXV65dFSOkgONKyZUtMmTKl0t2sqgKr1Yr8/HyIRCKP6rBsrozuRRAJayJcVgussBhYhFFg1o9CdF0hrX3gDipIqC15dLMOVIDg7maZpVTDpNeDVcbNwLV3oDIo6yYeqNdz/RnKej29TofLV64iunYCuC6ZBE8DDYvFglguF0/364fzp07Rs9PHjx9HjRo1fPsBqhCtVguj0QihUOhX815GRgZyc3MhEAhQs2ZNvPzyy0hs2BCb9+wpdWx5AYJjMyJQom1wXw2rshgkCLDCw+iMnL6kMRGAPUhQFiLz9k6kpjnXkg0GA9RqNaKioh6bAGHNmjVYs2YNzp49W91LoXUQOvf+Aiw/pxgsFgNO/veJxzoIwYpSqcTvv/+O+/fvY9q0aYiIiMDFixcRExNDj/96S0hmEADgjTfewLp16x6LAIHJZNIeDWFhYRVeULhcDiIixNDrldCUeNkIjCQ4Fgas9wjkA5C29ezCSwUGgcgilHWDi5OKgZLvZRYpYDYZ6UyC63PKCjAcv19eY6Kna6oMPAk2cso5xtNsRG62Pa396ptvgiRJ/Pfvvxg+fLjbJqlgIxDBAUmS2LZtGz799FOnx8PCwvCVg3hNeZQXHCgVRuiVZvAdMgcc0gQGaYURzp9NkzrbbYMij8cDl8t9bIIDAFi3bp1bOeAnVD9XrlzB008/DYlEggcPHuDtt99GREQE/vrrL6Snp2Pjxo0+nTfkmhQpXn31VZw+fdrjLs9gh5poKC4uLvMYi8UCuVyOO7fOQ6UpgMlkgVqTh6ycFOTlnKftny1yo1NjFUUNKa9UiYG6UFYUHFBmRdSXu++74u6GaTYaoddoYCjn5yzvtd39292xZa2psnD9WX1tjPTkOccPHgRBEOjcowfi69RBbGwsFi5cGPQ3I51OF5DMwWdAVsUAAGJUSURBVOLFi/Hpp5+iV9++6FSifz/guedw7v59PPXMMxU+37Ux1zU40ChMToqkeoUJGpUNRpUJAhjAYxhBgARZIo7k2n9gMBhgs9mC/vfhDTdu3EBKSgpeeeWV6l7KE9wwZcoUjB49Gnfv3nVqzu3Xrx+OHj3q83lDNkCIiorCoEGDsH79+upeSkCgsgiuxkIUZrMZBQUFsFgsiIiIQF7OPciV2U7HUMZNhFwDfUkHtiu1JQL6y/5v37IGFdXny9oN142tgTo1a0DEAKTMwF5AHV/P0+AgFHUTLp0/j/qNGmHCyJFIu3kT2dnZITHuyOPx/A4OlEol1q5di2cHD8aNq1dx+8YN/O/vv/Hz779DFhXl1bkcx30dgwMK6v/54Rxww/kgpRIYwAGLYYOwuAhmTXZp5USzGQqFwqvR5VDg559/xvPPPw+pVFrdS3mCG86dO+e2aT8uLq5MASdPCNkAAQDGjBmDDRs2PDYOaWKx2OkDSJIkPdvKZrMhkUgQFRXlFCGqXNKbVFe1RW6/2N1P1dAiL9ROiQoKHIODQIw7OmoPlHfjDROJIBSJUKzVQqNS+f26/lJWNqIyYLJYEIZH0Op9nmZeHLlZ4jL537//4siRI4iMjAzaUTrKfImyafdXMIjH40EsFuPSuXMQSyQ4ePEievfrV+5zHN/PiqSTy4UgwA4Pg9bCg8HMAknaG4epzyhgr40zmczHanLBbDZj48aNGDNmTHUv5QllwOPxSklFA3ZvkigvA2dHQjpA6NOnD0iSLDWTGqpQKUm9Xg+tVovCwkIUFRXRWQWBQOCUtnSn3AYApNL+uN7hwkddBKkLo7vMQXlBgrsMQVl4crMVCIUQSyTgBJHCXGUECY6lhiylXd43PCYGCdGy8ns2yiEvJwdXLl6k/+2pfXRVY7PZoFarYTKZAhbE83g8fPTRR8jLyUHr9u1L2X97g6Ppkif6Bnp6gkGL4gfXkZdzHkajEUVFRSgqKoJGo4HRaIRYLH6sygt79uwBn89Hz549q3spTyiDIUOGYO7cuXQmkSAIZGRkYPr06RhWIjfuCyHbpAjYJSVHjRqFdevW+aU3HUxYLBZkZWXBZDIhOjoaMpmsXPMa19FHR/Mm4FGaVBrOfRQkSHzLFnhSH/fmJuuoB6DTasETCAIy8uaPDLM3fg/ergkAbBYLwjksWCwWn0yJjhw4gIfp6ahbvz7UKhU2/fZbUKZ9rVYrNBoNSJKEWCz2y4DJleeffx6bNm3CrWvXKjy2vOwBACeVRE0ZmQR6csFB94BST+RyuYiIiIBKpUJOTo7fVu7ByLp16zB69OiAjaM+IfB888036N+/P6Kjo6HX69GjRw/k5uaiU6dOWLBggc/nDekAAbBPMzRr1gyFhYWQyWQVPyHI0el04HK5dJrSk4sNFSSIRTHQabLAEceWOoa6CFL/dW1WdBx59BZ/d95WqxU6rRb64mKIIyJ8Spd7kuHwVdwokMgEPGTcv4/a9eo53TQ9CUweZmRg5JAh6N67N2Z+9RV6tGyJgwcP4q233qrsZXsFSZJQq9UgCAJisdgvt1J3EASBpKQknK5g3M79aKOuVFMiANoB1TVIoIIDQq6BUZ1NOzY6Zu+oiQUOh4Pi4mLo9frHpsSQm5uLf/75B8uWLavupTyhHMRiMY4fP46DBw/i4sWLsNlsaNOmDZ5++mm/zhvyIWGDBg3QoUMHbNq0qbqX4jN6vZ6eXhCJRKhVqxYkEgnUXkgUm42FUGvyoNHmwKTOBiF/lCWgLnrUf4sUJqf0qiPe9iIE4mbLZDIRHhUFgsGAsrAQBh8avLxZR3kTBlUtyexNhuP4wYMwGo1Y/vPPeL7kg//HH39U6vq8hVIEDQsLq5TgAAAtMd2lnJS36+/R9e/ate+grODAEZ0mC6lpB0uV9qifOTw8HLGxsRCUZMaokkMo88svv6B79+6oUwm2508IPL169cKHH36Ijz76yO/gAHgMAgTA3qz4008/Vavevy+YTCYUFhZCoVA41Y6onZfNZvOqG5pqWNRpsuhxR0fcXQQpHNOu1QGTyUS4TAYenw+1SgWjwTeVQW9wbKqsDr8GbzIaxw8dwlezZ6N569a4lpKCooICAHYr2aKiokpdpydQpkvU32sg5JPdkZqaihdeeAERUVH4aNYsj57jrrQAOPcdlPW5oLMHGVeQlZPi9hiVSgW5XA7ALqVNEARIkrSrZhYVQS6XlzmdFMyQJIl169Y9aU4MYs6cOVPKj2Xjxo1ITExEdHQ0xo4d61eQ+lgECC+88AJSU1Nx0aFxK5ghSRJKpRKFhYUgSRKRkZGl6sgsFgsRERH0bsQTHLMIjogcFBVF4RwoFcZyswjVBUEQEEmlkISH082LNhcnyGAyXqosXH/G+Z9+iuHPPov4OnUwaNgwvFTStU+VKCjDo+rCYrFArVbDbDZX6jSFzWbDokWLIBSLsfv4ccR4aGQDuA+ApeFc2hrdUfOA+qICbGPGFeg0WW79FkwmE10WdIQgCERGRiI8PJweUXbXZR7MnD59Gjk5OXjuueeqeylPKIPZs2fjypVHo7ZXr17Fm2++iaeffhrTp0/Hrl278MUXX/h8/sciQBAKhXj11Vfx3XffVfdSyoXKcFA7DIlEAplMVuboF6XE5s3ug8oiUM1UeoXJqVGR+ooM56CGlFdKFyEY4PJ4IAgCZrMZ8vx86N1kUdwFCp4IKVU3uWotmEwmrcfnyRo3/PgjLBYLRo8bh+1btgAAatSogdOnT+PAgQMeOb716NED9evXL/U1q2QXTpIkli1bhs6dOyMpKQkjRozAnTt3nM6RmpqK4cOHo0uXLlixYgUAe8+MSqXC7du38dFHH6Fr165o2rQpevTogffff5/eWQeCX3/9FQcOHMDML79ERGSkR895JARW9t+3Y6AA2LMG1nuF9qbElBPIyzmPG3f2lnoeFehzOJwyA3k+n4/o6GiIRCKn54VCtnPFihUYOXIk+Hx+dS/lCWWQkpKC3r170//evHkzOnTogDVr1mDKlClYvnw5tm7d6vP5Q75JkeKDDz5Ay5YtMX/+fJ91pysTSptdIpGAy+UiPDzco+dZrVYUFBRALBZ71fhUXqMi8MjIKUOlK3Xx9FR2ubJvwCwWC1weDxqVCiaDAUKJpMLX9NbXobKmFsqCw+MBsbVQZCod9JW1jrHvv4+v587FuFdfpR/Lzc3F+vXrMXnyZI9e988//3TKxty5cwejRo1Cv5JsxOrVq7Fu3TosWrQIiYmJWLlyJUaPHo19+/bR/iCzZ8/G0KFD0aJFC3z++efo3LkzGjVqBJ1Oh3fffRe9evXCzz//DLFYjIcPH+K///6Dwc9S0a5du7Bw4UI888wz2LdvH7r16oXnXn653Of48/ukphUUWeeg0eZArclzmzkA7D0GVqsVERER5Y41EgTh5LGi0+mg0+kgkUiCduLhwYMH+OOPP3Dz5s3qXsoTykGhUDhJrB85csRpoi85Odkvx9fHIoMA2GfBn3322aDrtjWbzXQdksVied20RSksqtVqjzMJImFNEFL7RAffjWETNfIYbCUGVxxLDmazGYqCApi9SKd7I9Fc3ZQ3dSEQCulywujRo7Fnzx6MHTvWK/fGyMhIREVF0V+HDh1C7dq10aFDB5AkifXr12PChAno27cvGjZsiEWLFkGv12PXrl30OdRqNZo0aYKEhATIZDJoNBoIhULcunULWq0WCxcuRFJSEuLj49GpUyfMmDEDsbGlA1VvOHLkCAoKCrB9+3a079oV3/74Y7nHuxtrtP+/szCSUmGXI3ec7tErTEBqGq6fX4Mbd/YiNe1gmcEBYP9s+jLCyWazQRAE3X8UjEJvS5YswZAhQ5xcAp8QfMTExCAtLQ2Avdx18eJFdOrUif6+RqPxq+z32AQIADBt2jT8+OOPQVPrMxgMKCgooHcZERERPs2Di0QiMBgMqDxQHZSI7NEkJZbkCb42KFbVzpvL4yEiKgpcHo9WIPQ2RVuRm2NVBQ4mgwFZd+/AVLKzdlcqcbyxZSnVeHD/PiwWC5o3b47+/fujYcOG+Oijjzy2gi21BpMJO3bswAsvvACCIJCZmYmCggJ07dqVPobL5aJ9+/ZOfT3vvfceRo8ejXbt2oEgCHQr8UGQyWSwWCzYt29fQFPnOp0O//77L1gsFgYOG4b1f/yBOhXcsMr6HVJZsiKFCZmpGmhK+gzyU7W4c6EI2eeLoDt4EJm3d6Kw8HqZImSOhIWF+TTOyOFwIJPJIJVKYTKZkJ+fH1RS2XK5HD/99BOmTZtW3Ut5QgU8++yzmD59Oo4dO4ZPPvkEAoGA/lwCdhOnevXq+Xz+xypA6NKlC5KSkrB69epqWwPVvQzYL7Lu5JG9hcFgQCqVwmg0lmvm5A7XUS13+NN/UFUTAAwGAyKpFAwGAzabDUV5edCq1aWaGD3FE/OpyggYSJsNNqsVZBnrdgwOqDVcvnABgL0Bafjw4X6ZrwDA/v37oVaraYW1wkL7zdBVR0Qmk6GgoICWS27dujUOHDiAY8eOYfXq1XQ2rHXr1hg/fjymTJmC5ORkjBkzBmvWrKHP6y23b99G586d0bZtWxgMBjRr1Qpbf/kFJw4f9vlnpvQPqIwB1YRokRthOX8Lmf8sw907u0vZNrtDrVZ7FKxXhEAgQHR0NMRiMb3Lq+6GUwD4/vvvkZycjOTk5OpeyhMqYP78+WAymejRowdtx+1Ytlq3bh369Onj8/kfmx4EimnTpmHixIl4//33q7y+ZzQaoVKpYLVaERMTAwaDETDBFC6XC6lUWqGWvUqTB7EoBwJ1NrhyGRBRsZSxuz4E5++X35PgzripMnfjBEFAIBSiWKOBQa+HUCQCl88PiLxtWfbTlRkAlac9QZIkHmZk0P+Oj4/3K9gEgG3btqF79+6l7KFd3z9qvp9qqg0LCyvTwnjq1KkYM2YMTp06hZSUFGzatAnff/89/ve//3ksBZ2eno709HSsWLEC+fn56DdkCE4dPYqskhrqc71749ClS0hq0aLMc1C/J9fyAlVa0DhMKBByDRTX/8GNO3s9yhgA9hu4VquFWByYv29KMwKwT4MUFhaCw+FALBZXS3+CwWDAihUrsG7duip/bV8wqXNgY/kn126x2IPG5ORkMJlMvPvuu3j33XcDsbxKJyoqCseOHYNKpYJQKCxVwt62bZtT/4u3PFYZBAAYPHgwBAIBNm/eXGWvSdkwFxUVgcFgQCaTVcoMuEAgAJPJhM1mKzOVazYWIjP7ilstBMdubWrU8XqaGrlKAzJUOp99Glyp7FQ9FSBEREeDzeFArVJVuulTZZYgygu+0u7fR2F+PgBg1KhROHTokM+lBQDIysrCyZMnMXz4cPoxKnNQUKKtQJIkDAYDcnNzERERAcBe5uKVTJeURXh4OPr3749PP/0Ue/fuRXR0NNauXevRunbv3o1+/ftjzJgxyM7Jwa87dmDDn3/i2LVraJyURB/3WTlNmeUpJ95P1eDG/mxo7mvoCQXF9X9w+epvHgcHjlMLlaGUyGKxEBkZCZIkUVhYCKVSWeX9Cb/88gtkMhndvPr/iXPnzuHGjRshExw4IpFI3Pa3RURE+BVoPnYZBCaTialTp+Kbb77ByJEjq8Q0hZoBDw8Pr/SRIJIkUVBQAIFA4DQ65YjZWAiZLAkCUZw9i1Cv4omEXKWBll+mMgaPRsTKf351SRgzmUx7A6PJRP+ezSYTbDYbuH7usqsax/fbEblDmj4xMdGrc1IZAEd+//13REZGOhnvxMfHIyoqCsePH0f9+vWh1+thMBhw8eJFn+vQLBYLPB6v3DKDTqfD0qVLcfjwYaSmpmLwCy/gw5kzUa9hQzrlHlOjBrb++y8uX7gAjVqNBA+a5qj38Wy6HEUKE+5cKILl/C0nHwWNNsejcoIj1A27oqkFf+ByuZDJZNDpdNBoNGAwGAHLVlSEzWbDt99+i+nTpz9WZlNP8J3HLkAAgNdffx2ff/459u7dWykmTiRJQq/Xg8FggMfjQSqV0qnYyoZKSarVanA4nDJLDoWF19Gy+avgKGOhuS9yGyQoFUZ6oiHSYdqhrIDA0/HHqobtECEb9HrodTqwWCwIhEJaUyFYYHM4kNWKd1qzO6ibnJH5qAN5//79aNGiBVqUk2Kn+O6777Bq1SqMHDkSU6dOBYfDgc1mwx9//IHnnnvOqVmWIAiMHj0aP/zwA2QyGerWrYv169dDIBBgyJAhFb7W77//jp07d+LVV19Fw4YNQZIkfvnlF1y7ds1tEGuz2bBmzRr89ttvKCwsxPCRIzFn8WL0GTjQ7e+KyWSiTQVZE9fSwtl0Oe6napCfqoX1XiGUWeeQlZMClSbP44yBIyRJ0r1AgTSecgf1GXfcbOh0Ovp6U1ns2rULGo0GI0aMqLTXeEJo8VgGCHw+HxMnTsTXX38d8ADBZDJBpVLBbDZDKBSCx+NVucuZUCiEyWSCQqFAVFRUmaOTWTkpdBZB79CLQKnGOYrDOGrTU0EAtastq7zgGjCUJVxUlYgkEnB5POi0WqiVSjAYDEh8NICqDBgsFvhe1AQT6tdH5169cfLgfzhx4gROnDiBQYMGYdCgQejZs2eZwQ+DwYDJZMJPP/0EPp+PyZMn48SJE8jOzsaLL74IwK6xYTAYwGAwMHbsWOj1enzzzTdQqVRo2bIl1q9fX2798uTJk9iyZQv2798Pk8mE69evw2g0gsPh0H+TGo0G+fn5iI6OxqFDh/Dz+vVQyOW4efMmGjdrhj8PHkTdBg28eAdLk6VUl+o5uJ+qQfb5ItqBMSsnpdyRxfKgMjESicSvdXqL43XFaDRCr9eDy+U6NTUGkq+//hqTJk0KWm2GJ1Q9BBkKkl4+UFRUhNq1a+Pw4cMB6ca12WxQqVTQ6/XV2kTkuJ6CggK6blkWdRN7IaZmO3BrtwAZIQKrJFDgh3MgCuc4BQkU/VrVKJUpKK8HoaysQnXrDVjMZuh1OoSVjIka9HowmcwKd++OuJZP/G1WtJhM0CgUEIWHg+WyDnfvcW2JCBaLBTPeGoNjBw9CV1yMsLAwFBcX47PPPsMbb7zhdPyNGzfwyy+/oFatWti6dSuysrLAZDLx119/oWnTpiBJEmazGUajEaaS0gyfz6+wNHbt2jUoFAp069YNJpMJq1atwsqVK+2lLokEep0OKqUSTZo0QVJSEnbs2IHRo0djzZo1ePnll1GnTh0sX74cVpsNpM2GSdOnY5qHXgpl4a4h0TVzQCoLkXl7p9flBAqbzYbCwkKIxeJK3b17AiW2ZrFYaDOsQGXHTpw4gX79+iEzM7PKAyFfoETn2iW/D1YAmhTPn1sOlUpVZeWcUOGxDRAA4OOPP8bFixexf/9+n89B7R5IkkRRUREEAoFX/giVCXWBr2g3IZMlIa5mKwhEcbTCIiGVgVlfRgspUVkFjcKEVm0j0T4hwuN1BGuA4AhJklAUFMBitYLJZEJhsoDD54HJrNokmlGnQ35GOqJrJ4ArKK1g6YrjexvBZWPX77/jh6VLcS0lBQDQpk0bNGzYEOnp6SAIAidPnoRQJIJBr4fFYkFcfDwUcjm4HA6mTJmCoUOHQqfTgclk0jbFZd1kTCYTMjMzkZubi1GjRgEAJkyYgO3btyMnNxeNk5LQpn17MBgMcDgcpKem4sbVqyjIy0NSy5Y4ffw4GjVpgvQSIReCIFC3QQP8b/fuCvUMPMExQHCcVMhM1UB7LpvWArl+fo3P2QO5XA6TyQSZTFbppQVPIEkSxcXFMJlMdAOpu14Tb8/Zo0cPPPXUU5g7d26gllqpPAkQqobHOkBQKBSoW7cutm3b5pP1pV6vh0aj8VngqKogSRIWi8WjQEEsioFIWBPSuORSQQKlmcAP5yC+rghJic4fFrtng8ijscfKHnX0FupmYjaZYDYYYDYaQZI2iCNlYJRMhlRFqai8AAEoHSQ4vs/U+0mSJLIyM7Hym29w5eJFFBYUoE7duuDyeJCGh+Oj2bORnpqKpV98gfEffIC4WrXw6fvv49iRI5g8eTLGjRtH/z1bLBYwmUw8fPiQLpdRGakpU6Zg586dAICIyEjIS1wjO/fogYXLlqFp8+Zuf8aP33sP27dswbgPPkBWZia2/forTEYjRo4di7nffBOQnbhjWcExOFAqjE6lBQA4f2GdT30HWq0WarUaERER1Z49KAtqtJqScPeF3bt3Y/To0bh//37I3CCfBAhVQ/De9QJAeHg4pk+fjunTp+Ps2bMe3wDMZjNUKhVMJlOFo13BgFarRXFxMSIjI8sNEgoLr4PNlSE+FkDWOUiRDItcBLjIMetLdmHAI88GasLBE6ibcbAFCYC9SZDN4diDKrMJjJJauVYuBwiAzeGCxeWAxeYE3e+dej8JgkCt2rXxxfLlbo+zWCzgcblYuX49GAQBDpeLTXv2YPbHH2P58uW4desWGjRogMjISHz33Xe0NwBFcnIy3nrrLezcuRNPP/005s2bh7rJycjLycGuP/7Aq2++WW4WbfInnyA3OxsrFi2CyWjE8JEj8d5HH6Fu/fp+/eyOuAZSjpkDU4n7IgWlLuoNRqORlpIO1uAAsPcpMBgMFBUVgcfjeS39bLVa8cknn+Czzz57cnN8Qike6wwCYM8CNGjQAN9++y1eeumlCo/X6XRQKpVgs9kQi8U+R+VVic1mQ1FREWw2G2QyWYV+D/YgoQViarazlxzqJoIVwYVFbqR7FKj/p7IJkeGcUmWHYDB0qghPewbMRiPMJiMsRhNsNisAAuLISDCYTFgtFhAEQQcT/uBJBsF15NH1fabe08wiBSxmM2R8Lswmk33sMyLCnobWaFBoMIFVovsfJxXDYrHgs48+xuVTJ5H54AEKSvQVBg0bhqHDh0OlVGLnH3/g1NGjMJZIQfcdNAi/bN/u089qsVhgMBj8EmoB3PcaOEL1HeTsewBjxhXcvbPb6fu+lBesVistiBRsgaI79Ho91CXKohERER5ftzZu3IiZM2fi9u3bIXGto3iSQagaHusMAmCfaJg9ezZmzJiB559/3u0O2zFFT8kjCwSCkLgwAPZdREREBAoLCyGXyyGTycpdO6WTIBJmQafJghSAJdX+PatcBjLCfkOyyI3Qwz4OGRnOKdezIRjHH71pKGRzuWBzuYAIsFossJgeZRd0ajWsFjMYTCaYLDYYTCY4Dr4Q3sBksSAQS8p8rrv3kbTZYLVaYbNYwGAykaVUw2w0olilBAA8LGYiLvKRIApBEFDZnMc/qffi/Zmz6ABDpVTCZrMhPOJR4PfaW2/BZrPhu6+/xvIvv/TrpsFisZyCA2+mXCoKCigyVDpaIZGMEIGjtPfY+NpzYLVaQRCEPdgKgWY9Cj6fDx6Ph+LiYvrvwGw2l5tRNBqNmDlzJubNmxdSwcETqo7HPoMAgDa6ef/99zF+/Hin71GdwSRJIjo6OmSCAneYzWYUFhbSAU5FUD0JjoiENRGe1M/txEO9uiKnUoOrPLO7m1t1ZRACKY1ss1phMZthNZthtVhgtVogEEvA5nBgKC6GSa8HwWSCwSBAMBhgc+zBBmmzwWIxAyCcdTII0M2RFpMJJEiAtGeCSJsNHB4PDCYTBl0xjDqdk28DVxAGvlAIm80Gq9kMJpsdkN4JT35Pnr6njhMfZdlv+xocOAapjn0H+alaWORGmFJO4O6d3T4FCJSCIUEQpXwpQg2bzYa8vDywWKwybaWXLl2KdevW4dKlS167zFY3TzIIVcNjn0EA7DuZBQsWYMKECRg5ciSEQiHMZjPUajWMRiOdNQjl4ACw28hGR0d7/GGnehIA5zqtVFkIRJS+2VNaCY8UF8v3cPCXYOlhYDCZ4DCZgJtaNJPNBpsk7SZMNiusZjMIggE2lwur1YpipdLpeJuNhM1qRUTNmmAwGNCp1SUlDTsEgwEW256lYDJZ4PD4YLJYJdkLFv03ymAwwAjgrq+899qfYMvToMD1+IoyB9fT1E4NiRQ6TZbPwYFCoYDFYgn54AAA3WyqUqlQWFgIPp8PsVhMXxtUKhXmz5+PDRs2hFxw8ISq4/9FgAAAzz33HBYtWoSlS5dixowZUCqVIEkyqDuUfYH6sOt0Otpgpzwcu7upYMFUYvRkKXlc7+Z57oKEylRaDJZgwRWq6dEdTBYL4kgZnSEgSRJGnQ4FDzMgCg8HVyCAMDzcfjDhkmWAQ9kjQJTX1wC4f499CQ7cPceTjIHrGh895lzaup6mdpJPzss5D5GwJjTaHKg1eV6vFwC9WQgPDw8aUS1/4XA4iIqKomWbVSoVPRr5zTffICkpCf3796/wPBaLJainuJ5QeTw2v3VqTK2scTWCIPDVV19h0KBBGDduHMLDw8FkMkM+a1AWFosFWq2Wnnf3BLOxEGyuDHk55xEDgIsWdD+CK47eDY44BgnUuCP1/77g+HxPgoTKtp32BoIgQLjszqxstpP2QiAaH73BkwAu0O+hu99ZRVMJ9sdK97ycuFiA/FQtdAcP0p4KAOjgQOVDgGA2m6HT6YJCDKkyEAgE4PF4tMFbeno6lixZggMHDlR4/SNJEv/88w/+/vtvdO/eHa+++mpVLPkJQcJj4eb4yy+/YOLEiQBQbj22R48e6NKlCxYsWACWQ7r2cUQsFoPP50OhUMBoNFb8hBLMxkKoNXnIyzlPC81Y5EZaI8EdZTUvOt4EfLnpeHJj8fR7TwiO4CBLqfYoOHAlV2nAiYsFyD5vzxy4QmUOfNE7YLPZiIqKqhSHxmCBwWDQ2cV58+bhmWeeQceOHSt8HrXR4PP5eOedd9CrVy8oFIrKXu4TgoSQzyDYbDbs2LEDSqUSBQUFiIqKKvf4RYsWoUOHDnjzzTfRrFmzKlpl9SCVSqFQKCCXyxEZGemxNHRh4XXIZEl0qYHKImjcBAmVUWpwd5NyF2wESv74CZVDWQ2KFK7+Ce76WSirZko6GUq78ZI7vM0e6HQ6WCwWr7UDQplLly5h06ZNuHjxokfHs9lsvPLKK3jllVewa9cuREREwGQqe7PwhMeLkMwgqFQqWCz2CjmDwcCAAQNw+fJlJ7GXsmjevDneffddjBs3DjaH7vDHEYIgEB4eDoFA4NMFMC/nPIwZV4DUNLdZhCKFCblKA/1vx0yCJ7tCf3G3Gw0NHt/MFYVj8ObaY1CWAViGSkd/nU2X43qa2ik4MGZcQebtndBoc+gvwJ49KCy87lX2QK/XQ1ky5vn/BavVinfeeQdTpkxB48aNPXoOFQysWbMGeXl5mDp1KmJiHjU0Z2ZmVspag51Vq1YhMTERPB4Pbdu2xbFjx8o89vjx4+jSpQsiIyPB5/PRuHFjLFmyxOmY9evX0z1Ijl8Gg6GMs1YNIRUgkCSJBQsWIDk5GdsdxFuee+45mEwmHDhwAAAq/NDPnj0bmZmZWLduXWUuNyigXOgYDAasVqvH0X9h4XWoNXnQabLskrUlQYKmZKzME1xvAtTNoqKbejA2IwYKrkCA+MaN3YokPQ7EScV0v0hFEwmOAQFFrtKA62lqp/FFKjhwVEekoIIDb9Dr9VAoFBAIBJBKpV49N5T54YcfIJfL8dlnn3l0vM1mo23Cp02bhnfffRetWrWiv3/hwgWMHj0avXr1wi+//FJJqw4+tmzZgsmTJ+Ozzz7DpUuX0K1bN/Tr1w8ZGRlujw8LC8N7772Ho0eP4ubNm5gxYwZmzJiB1atXOx0nFouRk5Pj9FXdPTEhlVczGo3IysqCSqXCV199BR6Ph4EDBwIA+vTpg507d+LNN9+scC48LCwM3333HUaNGoXBgwcjOjq6KpZf7Wg0Guj1eo/LDY+kmVsAOUCMuh208hbQ15cBdR/ZRVNZhBpSXqlUsb/lBn/KCJU5VfF/7d15WJRV+8Dx77AM67AIiki4oykqgiIaWi7Jq6Zp/lza3M1KfUutt1JzqWy1Tcss014r08zd0lJ7scTUXNGSXBJQQkBZhhm2GWb5/YHP4wyLAgLDcj7XxVUOs5wBnXM/97nPfWo7s9lM9A8/0Ll7d5r4+9t6OCWCBOn8BCj6e2O5lGDILApAFZlazOp0+UyF5JRYq74dSVfPVLjmQKfToVarcXV1rVONkO7U1atXmTdvHps2bbrtyZ0SqeD7mWeewdvbm0mTJlk9VqVS8eCDD2IymZg3bx4bN25k9erVNG3atLreRq3w/vvvM2XKFKZOnQoU9ZPYs2cPK1eu5M033yxx/9DQUEJDQ+U/t2zZkq1btxITE8O0adPk2xUKRa372dX6ACExMZEWLVqgUChwdnamY8eOxMXFMXbsWCZMmEB0dDQhISEEBQXx66+/cunSJdq0aXPb5x02bBh9+/bl+eef56uvvqqBd2J7np6eGI1GMjMzadSoUbmCBGlnQ2CzLuRpk290qvOV6xHUWTq8vJ3w8VaWurOhvIVxxbMGljsgyqv0tHXpV6+2Chz0BQVkpqTQyN8fZTVdHVzJ1pL2TxLPTxxPcI8I1v34U5U8b3n6JJSnj4Hl4UoXThQdAGXI1MkBASBvX5SKD7O1aVa9OjTatEoVJEpHtdelTqlVYfbs2QwZMoSoqKhy3d9kMuHg4EB8fLx8tHfbYmdptGvXjnbt2gHw8MMPM2LECH788ccSR5DXJ3q9nhMnTvDSSy9Z3R4VFcWhQ4fK9RynTp3i0KFDLFmyxOr2nJwcWrRogdFopGvXrrz22mtWgYUt1Oolhvfff5+oqCg+/fRT+bbHHnuMY8eOMWrUKJ544glee+01oqOjGT9+PMeOHUN9ozFNeRpELl++nO3btxMdXbmz4usahUIhn0yZkZFR7t0Nhbp0kq6eQZuTgl5zFePf6eRn6bkWnyMvOWSUUsBYVmfFiuxOsExVl/VYqHjNw63WwquT2WSiUFdg1R2xOnjfKNZNuZzIwStpXFZr0FdgN4vlz9ny5165TE5RTYH0JS0hJMVrMf6dXlR8GJ+A7soZ1MnHUCcfIy3lOElXz5CefrbEEkJllhXy8vLk49Hd3NwaVHDw008/sWfPnhLr3mU5c+YMf//9NwDTpk0jMjKS4cOHl6hjkj5jzWYz/v7+tGzZknXr1pX4fl2h0Wisvkr7fExPT8doNFrVYQD4+fmRmpp6y+e/6667cHJyonv37syYMUPOQADcfffdrF27lp07d7JhwwacnZ2JjIzk4sWLVfPmKqnWZRBMJhMFBQW4uroybNgwLl26xNy5cwkODqZPnz54e3vz4IMPsnr1ahYvXsz777/P888/z6effkpoaCjffvst3bp1K9cZ6XfddRevvvoqTz/9NGfOnGkQ/cgVCgU+Pj5kZWVVqEBLOr8BinokSD3v87tbFztV5NTHirpdJbz17eXv8ni7BkK3U5lsR3Uqeg8qDsQnos3OxuDpyvoP3mPzyhXsPfsXjSrYKVDK8Fie0lmW4jsTpGUEywBSnVVUy5J/4/wERab177C0hkfS37/KBAfSsc3u7u7l3slTX+Tl5TF9+nTefPPNcqWvTSYT69at491332X06NHExMSwc+dOmjVrZnUfuLmlXKFQkJGRQWxsLIMGDZLvJ33+JicnExAQUJVvS5afk4K9/Z01tjIaCwEIDAy0un3RokUsXry41McUn1vKM9/ExMSQk5PDkSNHeOmll2jbti2PPPIIAD179rTadhoZGUlYWBgfffQRy8s4tbUm1KoAYdWqVXz++eeEhITw9NNP061bNxYvXoxarebhhx9m5cqVDB8+nJCQELl6dvbs2eTk5PDQQw/RpUsXfv/9d7RaLSpV+T7oZ86cyVdffcVbb73FokWLqvPt1RpSJkEitZu+HemDuXWr/qi0/riqAiCzldVx0dKEUNbkbDnZFJ9YD19OLnWCLh4E3GoSt95JcavDpUofX0WChdpeTKny9ETl6cmVbC2qlm0xGgzMmTQRVyclH23cdMsWu8WDgFv1LpB+TtJt0s/dMjgorbDVxVtJPmDM1KLXXLVqfJRdyhJCRQMDs9mMRqMhNzcXlUpV7s+E+mTJkiU0adKEJ598slz3t7Oz45133iE8PJyFCxdSWFjIpUuXMBqN8t8Xyxqv2NhYdu3axZYtWzAYDFZp8+XLl/Pjjz9y9epVPDw8+Oyzz+jYsWPVvsEqlJSUZHUWQ2mfidJpucWzBdeuXSuRVSiuVatWQNFOurS0NBYvXiwHCMXZ2dkRHh5u8wxCrVliuH79Olu2bOGZZ56hUaNGLFiwAJ1OR+PGjfnmm28IDg5myZIl7Nu3j969e3Pw4EEMBgMuLi688cYbREVFsWfPHuLi4rh8+XK5X9fBwYFVq1bx9ttvc+HChWp8h7WTTqcjIyMDjab8V8DxCdEkp8QCRYVk2ktFxWXqLB2X4rWcTdDcqE4v/eq++JWoZarfMvVf9na4srfJFZeqLpC/it+3tCr68rxO8fdSm7IHlizHP+yh4Wz7O5FChT2H9+8nZu+eO3o+y+DpSraWg1fSrH6WUo2BZXBwLT5H/tJeKvp7Y/w7HbM63So4qCpScODp6dkgg4OzZ8/y4Ycf8tlnn1X4QK/Ro0fz119/8corrzB79mx558P58+f57rvvmDx5MiEhIQwbNoxt27YxZcoUdu3ahUqlIj8/n2XLlvH888/TrFkzXnvtNTp16sSwYcOIi4urjrdaJTw8PKy+SgsQlEol3bp1Y9++fVa379u3j3vuuafcr2U2m2+5xGs2m4mNjcXfxgXGNs8gSKmZuLg4/vnnH8aNG8e5c+eYOXMmOTk58i9p+fLlvP322zz22GPExMRw/fp1oqOjefDBBwF4/fXXadGiBR07dqxwA6Tu3bszdepUnn766XK1H61PpIOqsrOzMRqNeHl5lev9Z9/otii1ZDYAV29Un2vb3PgwbmV9dVn8irz4Fael8iwPlMwsuJa4erVU2m1wc/dFWa9dVlahMoGBo1JJI/9mZZ7fUJVKy4B8uXULW79cS5fu4RV6rpK7ELSlnqzo4239viwzBy7eSrSXtCgytSgAszodnUXmoLLnKJTF1dUVJycnm28VswWTycRTTz3FjBkzCAkJqfTzLFiwgGeffZY///yTvXv3MmjQIFq0aMGwYcN4+eWX6dKlC+3bt7d6zK+//srLL7/M22+/zezZswG45557OHToEL/99lutziKUx5w5cxg3bhzdu3enV69erFq1iitXrvDUU08BMHfuXJKTk+Xi9xUrVtC8eXO598TBgwd599135e6/AK+88go9e/YkKCgIjUbD8uXLiY2NZcWKFTX/Bi3YLEA4f/48bdq0kQtf7rvvPjw8PBg+fDjff/898+fPx8fHRw4gOnTowFtvvUVSUhJjx44lICCA3bt3ywFCs2bNylwvKo8lS5bQuXNnPv74Y6tfXEPg5uaGvb293HWxUaNGtw0SpPRv0XJDMq6qAJQeReuUOZm+JNEMH28lByn60C+avEtudSvLrSZsy/uU1X1PUlrx5K2UJ1ioaJ2CZYGfnYMDbjbcXufg4MCYKVNvf0cLxQO5WwVhxWsNJFLNgUR35QxAiWUFSWV2KEBRM6CcnBw8PDxwdHSsNwcvVdT777/P1atXq2TZ1MPDg3vuuYeLFy8SGhpKXFwc/fr146GHHgKKLvLMZjN2dnakpqaybNkyOnXqJAcHZrMZX19fHBwc+Ouvv6yeuzxr97XN2LFjycjI4NVXXyUlJYVOnTqxe/duWrRoAUBKSopVTwSTycTcuXNJSEjAwcGBNm3a8NZbb1kt+6jVaqZNm0Zqaiqenp6EhoZy4MABevToUePvz5LCXMOlpl988QULFy5EpVLh5OTEnDlzGDNmDM7OzqSlpfHHH38QEBBAhw4dSn18Tk4Ow4cPZ//+/fTu3ZvNmzdXWR+DmJgYBg0axO+//17v2zCXRq/Xk5ubW+4sAoCvbzAeKj9U7jdTYa6qAJRdI1G1UdG1mw9QNPFa90fIK/OK3lJlih6lq1mgzKZO2iw9Ku+SV/HSls3ir11WkFI81V7W9yQGvZ5cbTZuKk8cannBXPGCQyg7CwOU+JlLW2Hzs/RW2xilvgaWwUFlig+L0+l0ZGVloVAo5LXihujUqVNERkYSHR1drvMWKuqLL75gzpw5tG7dmvfff5++ffvK34uOjiYqKorDhw8THh4u1zfFxcUxYMAAli1bxpgxY4Ci7oFnz57l77//5uOPP65QIaNGo8HT05PgDqOrpEjx7F+byM7OtqpBEGo4g7Bt2zZee+01Xn/9dQIDA/npp5+YPn062dnZPPnkk/j5+cmFHqWdymg0GnF3d+fdd99l3bp1jB49ukqbHPXp04fZs2fzyCOPcOzYsQaXmlQqlXKVt06nw2Qy3bapitRMCc7c3KeeEksQkN+oP5fiiyaZDG89qd4FJQIFqNhVvtRUpzS3unotLr/YFa18X289am+l3ARKes2ysgqWGYXmnqpik2rJbIPRYEBzPR1nF7daFyBUZstn8aDAy9vJKlsgBQao0zED6uRjVrUGln0OHJ18K505yMnJQavVolQq8fb2rvCae32Rl5fHo48+yty5c6slOACYPHkykydPZubMmQwbNoyYmBhCQkJQKBSsW7eOiIgIwsPDMRgM8hLx6tWradeunbxT4I8//uCZZ57h008/JTk5mTfeeIMPPvigwe0yqe1qJECQ0kgxMTHcddddTJgwAYD+/fuTn5/Phg0b8Pf3Z9SoUfJ9S/sHLl0RFO9MVZUWLVrEvn37eOmll/jwww+r5TXqgoKCAnJzcyksLESlUt0yo1Dah7qvbzCdmnfhqjRBRLUEbk62xSf5sq70LSceQF7nLi2okLbPFVdaICB16ytOm6kjv5GTHChAUXBTfG29vKq6m6Pl891ux0VFXvt2wYFU39HUy5mzCTdrLyyzBflZeq6RA5T+85WCAylbUBRYYtUAqTJ0Op28jfF2f1fru+eeew5fX1/mzZtX7a/18ccf8/rrr+Po6IhCoUCv15OdnS03qpN+Dz///DMxMTH069dPDlqSk5MZPHgwjz76KL6+vrzyyisN+vdWW9VIgCD94uPi4uQClcLCQhwdHZk7dy4TJkxg+/bt3HvvvTRp0sSm61KOjo588803hIWFMWjQIKt9vQ2Jp6cnDg4OaDQaCgsL8fLyqlDKNj39LK1b9Sew/YOYgWvxvnh1c5IDg0vxWnnSL2ut2sViUpYmfpW38pbLBoDV1atDIyd5snJoZF2VXHz/vcTAzUAB4Bo5uHgrUd3ILFgW45XWXtpS8ToLP8fy/QwtdwuUZ6IvbYIvntG4E5bvo3iAprX4fUnLCbL4BPDyReHlixfhuGquknS16AwUKbCUAoWKZg+kLKOTkxO+vr4N/upzx44dbNiwgdjY2BpbXrFsV61UKunVqxdbtmzBZDJhb2+PwWBg7ty5BAYG8uijj8qf6127duX333+nTZs2tG7dmhEjRsj1Ivv372fmzJmsXLmSe++9t0beh1C6agkQfvjhB37//XfatWvHvffeKxdv3HfffSxfvpzPPvsMR0dHjEYjzZo1Y+TIkaxatYrTp08zcOBAm0eSbdu2Zfny5UycOJEzZ840mLMainNzc8PR0ZGsrCyysrLwrWCDnaSrRYVofv7dIbOVPLFLV/qWafxr8TevPKWJOwfko6ahaILXXir6niJTi7mRCodGTlaBhESapCwnq+IBgyVpbVzp0Uw+a9EQn4DCq+i4aylgkIIFWltP2JbnCtw89jqv6Gq7aPszzT1dSdbmoskvoFCbi0Oh8cbtt+rroLX6b022iL5VESncDOzys/Sl/g4UmVrMILdPlhTPGFRmWaGgoAC1Wo2XlxfOzs4NPjhISUlhypQprFy5kpYtW9psHFFRUXz22Wf07t2b4OBgoqOjcXFx4fnnn7c66Klp06YkJiby5ZdfolKpGDFihPy96dOnc/36dQYPHkyfPn3473//a/Ptfg1VlRYpXrp0icmTJxMfH0/37t05fvw4KpWKY8eO4ebmRmxsLAMGDGDBggXMmjVLLmAxGo0EBASwcOFCpk+fXmr9QU0zm82MHTuW/Px8du7cafOgxZaMRiMmkwlHR0dMJpN8FGl5SEWMge0fxKFY10VpUsnP0sv74QEUXkWBSPGJBW726AdQuRc1a3Jq3gX7tr5Wz1c8CJACiuK3Sa8jNeqBoiJLibQzQ37MjYDBMhthyNShaqMisLXKKrOQqi4g9kSGnHkIbuWBSa/HoM6kZYu7rGoQblXsaCvFtzEWdyleW2J3gmWAZ1ano04+ZvXzzNMmk5wSW+mCRLPZjFarJScnB2dnZ7y8vGz+WWFrJpOJQYMG4efnVytOVZSq9tPS0ggODmb8+PFybZmUHS7rM37ZsmUsWLCAgwcP4uPjw6xZs9ixY4cc/EhEkWLNqLIMQkJCAjNmzCAoKIjvvvsOHx8frl27RkhICKtWrWL27Nm0bNmSKVOmsHjxYiZNmoSnp6ecimrVqpW8BaY2/INXKBR89tlndOnShZUrVzJ9+nRbD8lm7O3t5ZRlZmYmAF5eXiV6s5cmW5uGh8qvqHK9aF5Hr7mKU/MuaG9M2IpMrdW2N26c6uuqCrA64lebk0J8ws1zM3x9gwlSBWBWp2PIVJF/x++0iGUAIrEKFOITMMTffC952mT0sQHkNO+Ce3gzAm9kFy7Fa+ViSK130STq460EpRfKfAPkG4CbW0Bry8mTpWUOpICneO1HafUdUiCmALwIR518TP7enTRDMhqNZGRkYDQa8fDwwN3dvdLPVZ8sW7aMv//+m82bN9t6KEDR5/fbb79t1X1RCgikCwvLz3jpe4WFhSxatIgXX3yRLl26ALBp0yZiYmJ44YUX+Pbbbxk7dmyDvliraVUWIHh5eWE2m+XdCNIBHn379pUnfi8vL6ZMmcLevXsZM2YMn3/+Oc2bN+fcuXOo1Wp5X21t4e3tzddff80DDzzAfffdR3BwsK2HZHMeHh6o1WquX7+Op6cnrq63bmhkeYYDKUVV6wH+XeEKRV83lNZJT/qzyt2/RHAAls2auuOU6YvB4nvF6wvM6nRQp0PrVlZXuKW9nkabduP0wDQ8clLw8+8ub83jRkAgdZK03LsfmNIFvyvdye/fX85mSJmRHC9f4i6pcGhUdLXj4qlE5eNMm9bSDojynhtR/qZSFW1AdbslBUnxbYyS0pZuFF6+kGwdGGRXsiGSnZ0djo6OeHt7N9j+BsXFxsby8ssvs2/fvlp39WtZB3Griz4pif3cc8+h0WjYunUrgwcPJiwsDCjaXXb48GFyc3NFcFDDKh0gHDhwgPz8fAYMGICDgwPe3t5s3LgRLy8v+T4KhYKkpCSrFpTt27dn48aNREVF0adPHyIiIti/fz8RERFWa1S1Rd++fXnmmWd4+OGHOXz4cIO/alEqlfj6+qLRaFCr1eh0Ory9vW/5mOLpZF/fYDxyUlC5+8sTLVj335cK1wAKdaWftikdRZ109UzR5OzfvaiGwOvmYy333Ss9mkF8ApZravpinfxKGyscl7MJySmxpZ4TYHn/IMDYvEvRlfSNNLuUFfHwDsC/uS8ZHm3Azu6WWzzLO2GX937F72tZK1Hc7ZogSaTCRABdTgYJR74i88pJTEYdLu5NaR8+VV5i0GivolYnYizMxsXFhYiICFasWGEVeJ8/f57Jkydz+fJlpk2bxrx581Cr1Xh6evLnn3+yYMECjh49ikajoWnTpvJzVLQ+pj7QaDQ88sgj/Oc//6lQm9/aRMoyXLhwgY8//pilS5dy5coV+vbty4gRI1i+fLk8p7i5udl2sA1QhWsQ0tPTee655/j666/p0qUL27Ztkw+hAOvOWJmZmURERLB27VoiIyOtOm799ddfnDx5khMnTtCrVy9Gjx5dte+sChUWFvKvf/2LRo0asWnTJhHF3lBQUIDZbMbFxaXCO0+KJt6KH8BzK45OvgQ26yLXJkjLAlKK23ItHG6uh0tXtGVN+tbByu0L6nx9gwlq94DVa8jf8wmgbZvWZOd4YNepqJmUyltJm9aqEgWOtnSrbpSlbSfVXM3g2JqZeDbthH/wIJQunuRrUnFW63FxLfr5XYj9krRrf+Dm5s/hwz+yZMkSDhw4wPnz5+WzEu6//35GjRpFeHg406ZNY+HChfTq1YvCwkK6dOnCsGHDePbZZ/Hy8iIhIYGdO3cyZ84cmjdvXs0/kdrFZDIxYsQIdDodu3btKtdyX23Wt29fzGYz3333HX5+fpw+fZr58+fz448/cubMmRLZW1GDUDMq9LfKYDCwadMm0tLS2LBhA5MnT2bjxo3MmTNHriK2nCROnjyJXq+nbdu28veMRiN2dnZ06NCBDh068Nhjj1Xh26kejo6OfPfdd4SHh7NkyRIWLFhg6yHVCpaNpLKzszGZTHh6epZri1VVBgYSyyOBPXJSUGlvXvUDYDFRQ+knBpb1vBVR2nuTmgCpPO/C2S2H9Gv5+GQlo8gcDOHNihpKta7QywC37mwIt+9Eafn44k2oSutGWdY21MuHN+Hk0Zj2/Z+Rb3MxuMKNFQ2z2Ux6xjm8vFpgZ+dMp06d+PLLL/Hz82P9+vVy21m1Wk3nzp1p1qwZvr6+6PV6GjduzI4dO9BoNKxevVqeDFu1akX//v1v+f7qq4ULF/LXX39x9OjROhscSLUHO3bs4MiRI+zZs4fGjRsDEBISwg8//MCRI0cICgqy8Ugbrgr9zXJwcCAsLIzAwECGDh3K+fPnef/99xk0aJDV8oCUNoqOjqZdu3b4+fmh1+uZN28eTZs25dlnn61za4i+vr7s2LGDyMhIunTpwvDhw209pFrFyckJjUbDtWvXcHd3x93d3SaZFmlyLpqQS1+asAUpyEhLucCYUXNwVOSSkZmM643izPy2vmiz9CV2QsDtgwC4OZkXb+iUqi4oM0go/rxlBQeW2QLLHSL53Nw6mn7uMN6BocTteYfsq2dxcvaiWdsBNPXpXHTfvHQMhgJcnBuh0xdlR5ycnLjvvvs4dOiQHCC8+uqrDB48mPz8fIYMGcLIkSNRKBQ0bdoUg8HAtm3bGDVqVIPO4n333Xd89NFHHD58+LbLe7WZVJewatUq9Ho9Go1Gvk3KSFZXN0ihfCq8xFA8lRwQEMDQoUN59913SxypOmjQIEaNGkWTJk14+umnMZvNbNu2jYiIiKoZvQ1s2bKFSZMmcfjwYVG0WIzJZCInJ4fc3Fzs7e1p3Lhxg/4gL01eXh6Pj3uN69eN/BW360YxpB8eKr+iGoqukTTr7mPVI6L4pG+Z8q9sh8fibnfIkhQUyAWe0pbRG70iDmyaDJi5q/1gGgf2QPPPGeLPbSeo42i8VQFcTvgfKaknCbzrHvLy1XIgN23aNC5fvsy2bdvIzc3Fx8eHwsJCNBqNfDUpmT9/Pu+88w4eHh706NGD/v37W22hawhiY2Pp06cP69evZ9iwYbYeTpVZvHgxS5YsYciQISxfvvy2vRzEEkPNqHQfBL1ej1KpZNOmTTz66KPs3r2bgQMHAkVBxMWLF+nSpYu8f/6dd95hxowZVTp4W1m4cCHr16/n6NGjNGrUyNbDqXUMBgM6nQ43NzfMZrO8lVUoCqLaBd2PyVTUSMpy+cLRyZfu3SbjarELQlXsXIiySIFCeYOHslpVQ8mOlMa/b45R2vlheeBS3IU9GPSZODmpaB80FCha1inUZ2MwFODn14WMzAQ0mkS8vYOws3OU6z7GPz6cdes20KRpC87EHsLT0/OWFe8ZGRlER0dz5MgRtm/fTmZmJgcOHKBz5863+QnVfdevXyc8PJwnnniC+fPn23o4VS4jI4OpU6eyY8cO5s2bxyuvvFLm54YIEGpGlTRKuueee3Bzc+Obb76hSZMmpKenYzab6dy5M5MmTeLNN9+sirHWGiaTiZEjR5KXl8fu3bvr7BpgTcjLyyM7Oxt3d3fc3NxqRY+L2qx1q/40j5gMFF2lN+tedBqml7cTSTcOviotaFBn6axuszzDorRAobSMQfHTF4FST2AEiLuwR358oS6dFi1akPRPGo2829x8EbMBdXYizQMjuZJ8CmOhGk/PVuTmF53l4Orqgl6nBhTY2buRq61YjwS9Xk9oaCjdu3fnyy+/rNBj65rCwkIGDhxIkyZN2LhxY73OzMXExLBhwwZmzpwpt+YvTgQINeOOZjaDwYCDgwOff/45ISEhfPvtt1y6dInffvuNNWvWcOnSpXq5NcXOzo6vv/6aXr168eKLL/Lee+/Zeki1louLCwaDQV56kAKF+vwBdysFBQUkJycTEBBQ4rRQaReG7soZnJoXNYq5ejwDRaaWa22LdgIYMnXQpvSGSpZBgpe3U4kzKyzPkCjtPAXtJa28hCD9diy7TEq9DIpnPgAiIyNJSkoiJiZGvs3FxQeFwv7GiY12gAJtThqOSnfcXX1xcLBDm52Cq2sTdPryn+gpUSqVtGnThtzc3Ao/tq6ZPXs2arWaXbt21ft/O3369KFPnz62HobAHQYI0pVzcHAwYWFhzJo1i8DAQFatWkVISEiVDLC2UqlU7Nixg/DwcEJCQhg/fryth1QrKRQKPDw8cHNzk4/ktbe3v+0x0vWVVKdhMplK/X7S1TNFzaQsOki6qgJQqov6OyhAPkRKorox6Wuz9Giz9PKfoShosMwm3CpIkLIFlooHB5oymhzNnj2be+65hzfeeIMxY8Zw9OhR7OwKMJntydam4e3pT2GhM1ptGs5OKgyGArTadECBk5MHusJb7xT54Ycf+Pbbb3n44Ydp164dZrOZ77//nt27d/Pf//73lo+t6z7//HM2btwot6wXbsrJTcXO7s4yuCZTUYu18PBw7O3tmTFjRr1ZDr9Td5wbv3TpEiNGjCA+Pp7PP/+cKVOmVMW46oQ2bdqwceNGRowYQevWrendu7eth1Rr2dvb4+npiZubm7yumJ2djaOjIy4uLvX+qqg8ytpO2bpVf/zoDlLDJ3UztK1bWZ0HobI4h8Ky/XHxEzFVxZYbyjoiu/iSAtwMDkobZ3h4ONu2bWPu3Lm8+uqrtGrVig8//JCpU6eSm5tL+w7d8fFpgU6fQ7b6OpAGCgfs7d3IyDh3y58LQMeOHXF1deW5554jKSkJJycngoKCWL16NePGjbvt4+uq/fv3M2vWLHbv3m3TQ5gagmPHjoklhmLuuAYhMTGRtWvX8uKLLzbYq8JVq1bxwgsv8Ouvv9b7zElVMZvNqNVq8vPzcXBwwN3dvUEECnl5eVy8eJGgoKDbtqm25OjkK+92kLo6egWEo/Dyxb7tzUZOlu2OSzugSgoqmrQu6ghqVXdw/OZEXTxA0OakyKdzlqcvhOWhPNevX8fZ2Rl3d3fs7e3lnhDCrR0/fpz+/fvLJ8sKN0k1CC2a96mSDMLlKzGiBqEUd5xBaNmyJYsXL66CodRd06ZNIyMjg3/9618cPHhQbgwllE2hUODt7Y27uztarRa1Wo1Wq6VJkyb1PkiojOITqqOTLx0BV02A1ZkWUDSpy10jb3wvLeV40bHbN7pLXs1shepGLYNUlKhOPob2xtkTEqkFdWljKI3BYCA3N5f8/HyaNGmCnZ1did+pCA5u79y5cwwePJjFixeL4ECwGVF+X0VeeuklMjIyGDhwIL/99hvNmjW7/YMEHB0dadSoEQaDgcLCQhQKBWazmezsbNzc3OpcQ63bUSqVNGvWTO48WlnSORRSVkEiHTQF4Glxe7Y2zap+ICC5K4rMwVb9DKS209KBWlLWoDwTuk6nIzc3l4KCAuzs7KzWykXAVzFXrlwhKiqKadOmMWfOHFsPR2jARIBQRRQKBUuXLiUzM5OoqCgOHDggeiRUgIODg1z0KvVRyMvLQ6lU4u7ujpOTU72YaBwcHEo0AKosaeKWzrUob+toiXRmhNKjmbykUPywrFs9n7Q6qVAoyM3NxWg04uXl1SCWiqrL9evXiYqKYsiQISxZssTWwxEauCrpgyDcZDAYGD16NKmpqfz888+i6riSzGYzBQUF5ObmotfrcXFxqdNtZSUGgwGNRoOHh0et6Z/h6xtcoeBCr9eTn59Pfn4+np6euLi4yH31hcrTarX069ePNm3asH79etFc7BZEDULNEP+iq5iDgwMbNmzAxcWFkSNHoq/E/m6h6KrUxcUFX19fGjduLAdaOp2O69evk5OTg9FotPEoK06v15OUlFSr/l6kp58tV3CQl5fHtWvXSE9Pp6CgAFdXV3kJSAQHd6agoIDhw4fj4+PD119/LYIDoVYQ/6qrgbOzM9u3bycjI4Nx48bVyYmsNnF0dJTX7O3s7HBwcECr1ZKWlkZGRgYFBbc/zEioOJPJRG5uLoWFhfJtSqUSHx8f/Pz8alUWpC4zGAw88sgj5Ofns3Xr1juuTxGEqiIChGri4eHBjz/+yOnTp5kxYwZiJadqODo64u3tjZ+fH15eXpjNZnkCkyroRUBWeVLXy/T0dNLS0tBoNHK2w9XVFS8vL5ycbn82hFA+ZrOZadOm8ffff7Nr1y6xJCnUKiJAqEaNGzdm3759/Pjjj8ycObPM7nlCxdnZ2eHq6oqvr698iqh0ZGxaWhrXrl2zmtyE0km1HlJQlZeXh1arxc7ODg8PD5o0aSImrWpiNBqZNm0av/zyC3v27BFFzUKtI/KD1SwwMJADBw4wYMAAJk+ezOrVq0Vatpq4urri7OyMTqdDp9ORn5+P2WxGqVRiNBopKChAqVTi4OBgsyp7KbCx5Zp9YWEhOp0OvV6PTqfDbDbLXS7d3d1RqVRiF0I1KywsZOLEiZw4cYIDBw6IbdFCrSR2MdSQlJQU7r//foKDg1m3bp1YZ6whUke/goICsrKy5D8rlUqcnJxwd3e39RCrldFoRK/XU1hYKLe5zs7OlreQOjk54ezsLILWGqTT6Rg7diwJCQns27ePJk2a2HpIdY7YxVAzRIBQg9LT0/nXv/6Fv78/mzZtarCtqW1FqlfQ6/Xo9Xr5fAiTyUR6ejqOjo5yPwbp/+sKs9mMwWCQdxVkZ2dbLR3Y29vj7e2NUqnEZDKhUChElsAG8vLyeOihh1Cr1fz4449iWaGSRIBQM+rOJ2A94OvrS3R0NEOGDOGBBx5g586d9f4KtjaRMgfFszdmsxknJyc59S5NoE2bNkWhUKDRaICiLaz29vbyV2Um2MqexQBFuwrMZjP29vbyqZAGg0H+AvD395cnfxcXF3kHiOW2ObEl0TY0Gg1Dhw5FoVDw888/y7UzglBbiQChhnl6erJnzx6GDx9OVFQUu3fvxsvLy9bDatCkTILEZDJhMBjkAEBK01vujvDx8cHJyYmcnBy5vbC9vT12dnY4Ojri7OyMyWSioKDA6mpdp9NRWFgo72rR6XQYjUbMZrP85ezsjKOjIwUFBWi1WkwmkxwcODk54ePjIy+bODg4yEsElhkPcSVUu2RkZDBo0CB8fX3ZsmVLhYNDQbAFESDYgLu7O7t27WL06NH069ePvXv3Vln7XeHO2dnZWWUZpA6OZrMZo9GIyWSSJ2NpYjaZTOj1ekwmEy4uLjg7O2MwGFCr1VbPLXWHlAKEnJwcdDqdHEQoFIqiEw8dHeVgQwo8pMwFFGVDxNp13ZCamsrAgQMJCgpiw4YNYpuoUGeIAMFGnJ2d2bp1K48//jj33XcfP//8s6hkruUUCkWJugRnZ2ecnZ1Lvb9SqcTfv+hoZik7kJubi1qtljMKjRo1KnOporTlEKFuSUpKYsCAAURERPDf//63TtW1CIJYjLQhR0dH1q9fT8+ePenVqxd//PGHrYckVDEpKyBlAKQ6BikoEIWC9depU6fo1asX/fv358svvxTBQT3yySef0KpVK5ydnenWrRsxMTFl3nfr1q0MHDiQxo0b4+HhQa9evdizZ4/VfdauXWuVRZS+bN0lVgQINmZvb8+aNWuYOnUqkZGR/PDDD7YeklCNnJ2dad++fZlZB6F+2LZtG/feey///ve/WblypSgMrUc2btzIrFmzmD9/PqdOnaJPnz4MHjyYK1eulHr/AwcOMHDgQHbv3s2JEyfo168fw4YN49SpU1b38/DwICUlxerL1p8TYptjLbJp0yYmTZrEK6+8wpw5c8TVpSDUMWazmbfffpvXX3+dr7/+mhEjRth6SPWSLbc5RkREEBYWxsqVK+XbOnTowIgRI3jzzTfL9ZrBwcGMHTuWhQsXAkUZhFmzZpWoWbI1EdbWIqNHj+aXX37hvffe44knnhBtguuhgoICEhMTbZ46FKqeTqdj4sSJrFixgpiYGBEc1DEajcbqS6fTlbiPXq/nxIkTREVFWd0eFRXFoUOHyvU6JpMJrVZbogdGTk4OLVq04K677mLo0KElMgy2IBbFapnu3btz7NgxHnzwQaKiotiyZQs+Pj62HpZQRUwmE9nZ2WIHQj1z7do1Ro4cSWFhIUePHpWLU4XqpdFew87uzo7GNpmKti8HBgZa3b5o0SIWL15sdVt6ejpGoxE/Pz+r2/38/EhNTS3X67333nvk5uYyZswY+ba7776btWvX0rlzZzQaDcuWLSMyMpLTp08TFBRUiXdVNUQGoRYKCAjgwIED+Pj4EBERwV9//WXrIQmCUIY///yTiIgIAgMD+eWXX0RwUEclJSWRnZ0tf82dO7fM+xZf/pVauN/Ohg0bWLx4MRs3brS6SOjZsyePP/44ISEh9OnTh++++4527drx0UcfVf4NVQERINRSbm5ubNq0iYcffphevXqxd+9eWw9JEIRidu/eTWRkJJMmTWL9+vWifXod5uHhYfVVWr8KX19f7O3tS2QLrl27ViKrUNzGjRuZMmUK3333Hffff/8t72tnZ0d4eDgXL16s+BupQiJAqMXs7OxYsmQJK1asYOTIkXz44YeImlJBsD2z2cy7777LmDFj+Pzzz1m4cKEoKm4AlEol3bp1Y9++fVa379u3j3vuuafMx23YsIGJEyeyfv16Hnjggdu+jtlsJjY21ubZKFGDUAc89thjtGnThjFjxvDLL7/wxRdfiENe6igHBweaNGki9sTXYenp6UycOJE///yT/fv3Ex4ebushCTVozpw5jBs3ju7du9OrVy9WrVrFlStXeOqppwCYO3cuycnJfPXVV0BRcDB+/HiWLVtGz5495eyDi4uL3OL9lVdeoWfPngQFBaHRaFi+fDmxsbGsWLHCNm/yBpFBqCN69uxJbGwsZrOZrl27cvDgQVsPSagEqbui6JBYN/3666+EhITg7OxMbGysCA4aoLFjx/Lhhx/y6quv0rVrVw4cOMDu3btp0aIFACkpKVY9ET777DMMBgMzZszA399f/nr22Wfl+6jVaqZNm0aHDh2IiooiOTmZAwcO0KNHjxp/f5ZEH4Q6xmw28/HHH/PSSy8xd+5c5s6da3VSn1C7GQwG8vLycHV1FVmEOsRgMLBkyRKWLl3Ke++9x5NPPimWFGxI6oPg7d2+SnYxZGWdF8c9l0JkEOoYhULBv//9b2JiYvjqq6+IiooiJSXF1sMSykmv15OQkCB6XNQh//zzDwMGDGDjxo0cPnyYp556SgQHQoMgAoQ6KiwsjBMnTtCsWTNCQkL46aefbD0kQZCZTCYmTZpU588X+f777wkJCaFt27YcP36cLl262HpIglBjRIBQh6lUKr7++muWLl3K6NGjeeGFF8SVqVAr6PV61q5dy8CBA209lErR6XTMnj2bxx57jI8++og1a9bg5uZm62EJQo0SAUI9MGHCBI4fP87evXvp06cP586ds/WQhAbO2dmZHj16MH36dFsPpcLOnj3LPffcw4EDBzh58iSPPvqorYckCDYhAoR6on379hw5coTevXsTFhbGkiVLRDahlmooOxh+//13+TCaukCn07Fo0SLCw8O5//77OXToEG3btrX1sATBZsQuhnro6NGjTJ06FbPZzOrVq4mIiLD1kAShVjt06BBTp07FycmJNWvWEBYWZushCbcgdjHUDJFBqId69OjB8ePHefjhh+nXrx+zZ88mJyfH1sMShFpHq9Uyc+ZMBg4cyMSJEzl69KgIDgThBhEg1FNKpZL58+dz8uRJTpw4QadOndizZ4+th9Xg5eXlcfbsWfLy8mw9lAZv165ddOzYkbNnzxIbG8sLL7yAo6OjrYclCLWGCBDqubvvvptffvmFl156iTFjxjB+/HjS09NtPawGzWAw2HoIDdq1a9d45JFHePzxx1m8eDHR0dE2PVJXEGorESA0AHZ2djz11FPExcWRnZ1Nhw4d+Oabb8TBT0KDYjab+fLLL+nQoQOFhYXExcUxZcoU0fRIEMogAoQGJCAggO3bt/PJJ5/w/PPPExkZyeHDh209LEGodjExMfTs2ZP58+ezevVqNm/ebPOT8gShthMBQgOjUCgYPXo0Fy9eJCoqioEDBzJmzBguXbpk66EJQpW7cOECI0eOZMiQIQwbNowLFy7w0EMP2XpYglAniAChgXJ3d2fx4sVcuHABDw8POnXqxJw5c8jMzLT10Oo1Z2dn2rRpg7Ozs62HUq+lp6fzzDPPEBISQpMmTbh48SIvv/wyrq6uth6aINQZIkBo4Jo1a8bq1av5/fffOXv2LG3btuWDDz5Ap9PZemj1kp2dHe7u7tjZiX961aGgoIClS5fStm1bLl26xPHjx/n0009p2rSprYcmCHWO+JQSAOjSpQt79uxhw4YNfPHFF3Ts2JFNmzaJQsYqptfrSU5OFl0uq5jZbObbb7+VC3A3b97Mrl27CA4OtvXQBKHOEp0UhRKMRiNr165lwYIFtGzZktdee43+/fuLau8qkJeXx8WLFwkKChLp7ipgNpvZu3cvCxcuJDk5mddff53HH38ce/s7664n1G5SJ0V7R28Uiju7zjWbTRgLs2jXrh329vbMmDGDGTNmVNFI6zaRQRBKsLe3Z8qUKVy4cIHBgwczZswYevbsyfbt2zGZTLYeniBgMpnYsmUL3bt35/HHH2f48OFcuHCBCRMmiOBAqJRjx44RFxcnggMLIkAQyuTu7s6CBQu4fPkyY8eOZfr06XTu3Jl169aJZj+CTRQWFvLll18SHBzMs88+y/jx40lMTGTevHkiIyMIVUwsMQjlptPp+Oqrr3jrrbcwm8288MILTJw4UVTkV4BYYqic/Px81qxZw9KlS3FycuLFF19k3LhxDeZkTMFadSwxiMOaShIBglBhBoOBTZs28cYbb5Cens6cOXN46qmnUKlUth5arafX60lLS8PPz89mk1tWVhaenp51YidFdnY2K1eu5IMPPsDf35958+bxf//3f2IZoYETAULNqP2fEEKt4+DgwCOPPMLp06dZtWoVW7dupUWLFrz88sskJSXZeni1mlKpJDAw0GbBwenTp2nUqBHPPfecTV6/vKRlgxYtWvDDDz+wdu1aTp06xZgxY0RwIAg1RAQIQqXZ2dkxbNgwDh06xNatWzl9+jRt2rRh6NCh7Ny5U9QplMJkMpGXl2ezYs+2bdvywgsvMHToUJu8/q0UFhayfft2Bg8eTLt27YiLi+P777/n4MGDDB48WOyiEYQaJpYYhCqVlJTEF198werVqzGbzUyZMoUpU6bQvHlzWw+tVhA1CCUlJiayevVqvvjiCxwdHXniiSeYNGkSAQEBth6aUEuJJYaaITIIQpUKDAxk0aJFJCYm8umnn3Lq1Cnatm0rsgqClcLCQrZt2yZnC86ePcuaNWuIj4/n5ZdfFsGBINQCDrYegFA/2dvbM3ToUIYOHco///zDmjVrmDFjBiaTiSlTpjB58mRatmxp62EKNSw+Pp4vvvjCKluwevVqERAIQi0kMghCtbvrrrvkrMKqVauIjY0lKCiIiIgIli5dSnx8vK2HKFSjv//+m7fffpvw8HDat28vsgWCUEeIAEGoMfb29jzwwAPs3LmTlJQUpk2bRnR0NHfffTfdunXjzTff5OLFi7YeZrWrK1X4cXFxNG/enFGjRlX4TI7z58/z+uuvExoaSnBwMDExMUyfPp3U1FR5aaGu/BwEoaESRYqCzWVlZbFz5042b97M3r17ufvuuxk1ahSjRo2iQ4cOth5eg7Vu3TrGjRsHFNUMODiUvSJpNpuJi4tj8+bNbN68mYsXLzJo0CBGjRrF0KFD8fLyqqFRCw2BKFKsGSJAEGqV7OxsfvjhBzZv3sxPP/1E69atGTlyJPfffz89e/bEycnJ1kNsMC5dukTbtm3p27cv+/fvL/H9goICjhw5wr59+9i6dSuXL19myJAhjBo1igceeEA0zhKqjQgQaoYIEIRaKycnh927d7Njxw6io6PJzs6md+/eDBgwgP79+xMWFlbn0tQFBQUkJibSsmXLOtGi+uzZs7Rs2RI3NzcMBgMnTpwgOjqa6OhoDh48iLe3NwMGDGD48OEMHjwYNzc3Ww9ZaABEgFAzRIAg1Alms5m//vqL6Oho/ve///HLL79gNpvp27cv/fv3p3///gQHB9f6Zjp1qQ+CyWTi7Nmz/O9//yM6Oppff/0Ve3t7+vXrJwdp7du3r/U/c6H+EQFCzRABglAnGY1GYmNj5ckrJiYGd3d3+vfvT0REBKGhoXTt2hVPT09bD9VKbQ4Q1Go1sbGxnDp1it9//53o6Gjy8vK499576d+/PwMGDCAkJKROnOEg1G8iQKgZIkAQ6gW9Xs/Ro0eJjo7m+PHjnDp1in/++Yc2bdoQGhpKaGgoYWFhhIaG4ufnZ7Nx1pYAITU1lZMnT3Lq1Cn5Kz4+nsDAQEJDQ+nevTv9+/enR48eODo62mycglAaWwcIn3zyCUuXLiUlJYXg4GA+/PBD+vTpU+p9U1JSeO655zhx4gQXL17kmWee4cMPP7S6z9q1a5k0aVKJx+bn59t0KVI0ShLqBaVSSe/evendu7d82/Xr1+XJ7+TJk6xdu5aLFy/i7+8vBwydO3emdevWtGrVikaNGtWrdLnZbCYjI4OEhATi4+M5c+aM/PNIS0sjKCiIsLAwevTowZNPPkloaCi+vr62HrYg1GobN25k1qxZfPLJJ0RGRvLZZ58xePBgeVtwcTqdjsaNGzN//nw++OCDMp/Xw8OD8+fPW91m6zolkUEQGhStVsvp06flq+c///yTxMRE0tPTUalUtGzZklatWsn/tfz/qkg/GgwGcnJycHd3v+W2wfLKzs4mISGBxMREEhISrP4/MTGRnJwcGjduTMuWLenUqZOcRQkJCcHd3f2OX18QbMGWGYSIiAjCwsJYuXKlfFuHDh0YMWIEb7755i0f27dvX7p27VpqBmHWrFmo1erKvIVqIzIIQoOiUqlKZBqgKHBITEy0mlx//fVX1q5dS0JCAhqNBm9vb5o2bYq3tzdeXl7yV1l/9vT0LDMIKO2DwGAwkJ2dTVZWFmq1GrVabfX/xf+cmppKVlYWXl5eVoHNwIED5f9v2bKlCAQEoYro9XpOnDjBSy+9ZHV7VFQUhw4duqPnzsnJoUWLFhiNRrp27cprr71GaGjoHT3nnRIBgiBQFDh07tyZzp07l/r9rKwsEhISuH79eomJOj09nYsXL5aYyLOzszEajeUeg729vVWgUTz4CAwMtPpzkyZNaNWqlWhCJDRgZszmOz06vSiJrtForG51cnIq0XclPT0do9FYoo7Jz8+P1NTUSo/g7rvvZu3atXTu3BmNRsOyZcuIjIzk9OnTBAUFVfp575QIEAShHLy9vfH29rb1MARBoKjmqGnTpnc0KVtyd3cnMDDQ6rZFixaxePHiUu9fvFbJbDbfUf1Sz5496dmzp/znyMhIwsLC+Oijj1i+fHmln/dOiQBBEARBqFOcnZ1JSEhAr9dXyfOVNsGX1rXV19cXe3v7EoHJtWvXqnR3lJ2dHeHh4TY/m0YECIIgCEKd4+zsXONV/kqlkm7durFv3z4eeugh+fZ9+/YxfPjwKnsds9lMbGxsmUueNUUECIIgCIJQTnPmzGHcuHF0796dXr16sWrVKq5cucJTTz0FwNy5c0lOTuarr76SHxMbGwsUFSJev36d2NhYlEolHTt2BOCVV16hZ8+eBAUFodFoWL58ObGxsaxYsaLG358lESAIgiAIQjmNHTuWjIwMXn31VVJSUujUqRO7d++mRYsWQFFjpCtXrlg9xnI3wokTJ1i/fj0tWrQgMTERKNrVNG3aNFJTU/H09CQ0NJQDBw7Qo0ePGntfpRF9EARBEARBKEE0VRcEQRAEoQQRIAiCIAiCUIIIEARBEARBKEEECIIgCIIglCACBEGoRv/88w/nzp2z9TAEQRAqTAQIglBN1qxZQ79+/ZgwYQKzZs2y9XAEQRAqRGxzFIRq0qpVKzZs2EDnzp3x9vbm+vXreHp62npYgiAI5SIyCIJQTby8vEhNTSU9PR17e3uUSqWthyQIglBuopOiIFSTlStXMnnyZPLz81mxYgUuLi62HpIgCEK5iSUGQRAEQRBKEEsMgiAIgiCUIJYYBKEamc1mfv75Zw4dOkRqaioKhQI/Pz8iIyMZMGBAiTPoBUEQaguxxCAI1SQ5OZmhQ4fyxx9/0KlTJ/z8/DCbzVy7do0///yTkJAQdu7cSUBAgK2HKgiCUIIIEAShmgwfPpycnBzWrVuHv7+/1fdSUlJ4/PHHUalUbN++3TYDFARBuAURIAhCNXF3d+e3334jJCSk1O+fOnWKPn36kJOTU8MjEwRBuD1RpCgI1cTFxYXMzMwyv5+VlSW2PgqCUGuJAEEQqsnDDz/MhAkT2Lx5M9nZ2fLt2dnZbN68mUmTJvHoo4/acISCIAhlE7sYBKGavPfeexgMBh577DEMBoPcSVGv1+Pg4MCUKVNYunSpjUcpCIJQOlGDIAjVTKPRcOLECVJTUwFo2rQp3bp1w8PDw8YjEwRBKJsIEARBEARBKEHUIAhCNfr+++9ZtGgRhw8fBiA6OpohQ4YwaNAgVq1aZePRCYIglE0ECIJQTT799FNGjhzJrl27GDRoEN988w0jRowgICCAli1bMmvWLJYtW2brYQqCIJRKLDEIQjXp2LEjs2fP5oknnmD//v0MGTKE9957j+nTpwOwdu1a3nnnHeLi4mw8UkEQhJJEgCAI1cTV1ZVz587RvHlzAJRKJSdPnqRTp04AJCYmEhwcTG5uri2HKQiCUCqxxCAI1cTHx4fLly8DcPXqVQwGA1euXJG/f/nyZRo1amSr4QmCINyS6IMgCNVk+PDhTJkyhQkTJrBz507Gjx/Pc889h52dHQqFgv/85z9ERUXZepiCIAilEksMglBNcnNzmTVrFkeOHKF3794sX76cZcuWMX/+fAoLC7nvvvvYuHEjTZo0sfVQBUEQShABgiDUsIKCAgoLC1GpVLYeiiAIQplEDYIg1DBnZ2dUKhVJSUlMnjzZ1sMRBEEolcggCIKNnD59mrCwMIxGo62HIgiCUIIoUhSEarJz585bfj8+Pr6GRiIIglBxIoMgCNVE2q1wq39iCoVCZBAEQaiVRA2CIFQTf39/tmzZgslkKvXr5MmTth6iIAhCmUSAIAjVpFu3brcMAm6XXRAEQbAlUYMgCNXkP//5zy3bKLdt25b9+/fX4IgEQRDKT9QgCIIgCIJQglhiEARBEAShBBEgCIIgCIJQgggQBEEQBEEoQQQIgiAIgiCUIAIEQRAEQRBKEAGCIAiCIAgliABBEARBEIQSRIAgCIIgCEIJ/w+qcHIIZfEf5wAAAABJRU5ErkJggg==", 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    " ] @@ -2215,14 +4749,14 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": 26, "metadata": { "tags": [] }, "outputs": [ { "data": { - "image/png": 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", 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", 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    " ] @@ -2269,13 +4803,22 @@ "plt.savefig('MyFirstSeaIcePlot.png', dpi = 300)\n", "```" ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": {}, + "outputs": [], + "source": [ + "client.close()" + ] } ], "metadata": { "kernelspec": { - "display_name": "Python [conda env:analysis3-23.07]", + "display_name": "Python 3 (ipykernel)", "language": "python", - "name": "conda-env-analysis3-23.07-py" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -2287,7 +4830,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.13" + "version": "3.11.12" } }, "nbformat": 4,