From 6970b905e6c6a3924058955da8540e9f12cddec7 Mon Sep 17 00:00:00 2001 From: Tina Odaka <46813815+tinaok@users.noreply.github.com> Date: Mon, 30 Oct 2023 22:54:14 +0100 Subject: [PATCH 1/3] update env --- .binder/environment.yml | 6 ++++-- 1 file changed, 4 insertions(+), 2 deletions(-) diff --git a/.binder/environment.yml b/.binder/environment.yml index 7db834d..d9e8d7b 100644 --- a/.binder/environment.yml +++ b/.binder/environment.yml @@ -5,7 +5,7 @@ channels: dependencies: - python=3.11 - jupyter-book - - jupyterlab + - jupyterlab=3.* - matplotlib - numpy - ghp-import @@ -29,9 +29,11 @@ dependencies: - kerchunk - stackstac - pystac-client + - git - jupyterlab-git - dask-labextension - - pip + - leafmap + - openeo - pip: - wget - sphinx-exercise From 5986dc41db04d0fd6f971ca4fd6bce4d10bd1413 Mon Sep 17 00:00:00 2001 From: Tina Odaka <46813815+tinaok@users.noreply.github.com> Date: Tue, 31 Oct 2023 10:14:06 +0100 Subject: [PATCH 2/3] Add files via upload --- tutorial/part3/chunking_introduction.ipynb | 10884 ++++++++++++++++++- 1 file changed, 10694 insertions(+), 190 deletions(-) diff --git a/tutorial/part3/chunking_introduction.ipynb b/tutorial/part3/chunking_introduction.ipynb index 13d561a..d429582 100755 --- a/tutorial/part3/chunking_introduction.ipynb +++ b/tutorial/part3/chunking_introduction.ipynb @@ -95,90 +95,1611 @@ }, { "cell_type": "markdown", - "id": "d1f4818f-2b6b-44c1-af77-97daf8a1c2a1", + "id": "97eb32e7-cb5f-47cd-be1b-ec668266bec5", "metadata": {}, "source": [ - "## Global LTS\n", + "## title here\n", "\n", - "In the previous episode, we used Long Term statistics time-series for the region of Lombardy e.g. a very small area. Now we would like to use the original dataset that has a global coverage. Let us first open a single file (for January 1999-2019) to understand how much larger the global dataset is." + "we are ..." ] }, { "cell_type": "code", - "execution_count": null, - "id": "b4a418ed-c764-4577-803c-a6947db16966", - "metadata": {}, - "outputs": [], - "source": [ - "import fsspec\n", - "import s3fs\n", - "import xarray as xr" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "32bdead9-5f24-442e-93bf-715068fd330b", - "metadata": {}, - "outputs": [], - "source": [ - "fs = s3fs.S3FileSystem(anon=True,\n", - " client_kwargs={\n", - " 'endpoint_url': 'https://object-store.cloud.muni.cz'\n", - " })" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "f9a41ca7-ccd2-4223-ae15-d4119d7657cd", - "metadata": {}, + "execution_count": 1, + "id": "2ab40279-d857-437d-9405-3a0dfc9aa5ca", + "metadata": { + "tags": [] + }, "outputs": [], "source": [ - "s3path = 's3://foss4g-data/CGLS_LTS_1999_2019/c_gls_NDVI-LTS_1999-2019-1221_GLOBE_VGT-PROBAV_V3.0.1.nc'" - ] - }, - { - "cell_type": "markdown", - "id": "7d25782c-c132-4e2d-8e72-f560c97693d2", - "metadata": {}, - "source": [ - "As shown in the [Data discovery](./data_discovery.ipynb) chapter, when we have several files to read at once, we need to use Xarray `open_mfdataset` instead of `open_dataset`. It takes a list in input, and not a single element. We can also use `open_mfdataset` with one file as done below, just as an introduction." + "import pystac_client\n", + "import geopandas as gpd\n", + "from shapely.geometry import mapping\n", + "import stackstac\n", + "import warnings\n", + "warnings.filterwarnings(\"ignore\")" ] }, { "cell_type": "code", - "execution_count": null, - "id": "af670e00-fbad-4f70-a24f-1b6dc7320a8f", + "execution_count": 2, + "id": "85914868-6215-43ae-88d2-fbec027f9e0a", "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 470 ms, sys: 75.8 ms, total: 546 ms\n", + "Wall time: 16.4 s\n" + ] + } + ], "source": [ "%%time\n", - "LTS = xr.open_mfdataset([fs.open(s3path)])\n", - "LTS" + "aoi = gpd.read_file('data/catchment_outline.geojson', crs=\"EPGS:4326\")\n", + "aoi_geojson = mapping(aoi.iloc[0].geometry)\n", + "URL = \"https://earth-search.aws.element84.com/v1\"\n", + "catalog = pystac_client.Client.open(URL)\n", + "items = catalog.search(\n", + " intersects=aoi_geojson,\n", + " collections=[\"sentinel-2-l2a\"],\n", + " datetime=\"2019-02-01/2019-06-10\"\n", + ").item_collection()\n", + "sentinel2_l2a = stackstac.stack(items)\n" ] }, { - "cell_type": "markdown", - "id": "9e1c5fa8-f144-4330-b927-ea946fb19fce", - "metadata": {}, - "source": [ - "Using `open_mfdataset` automatically switch from Numpy Arrays to Dask Arrays as the data structure used by Xarray. " - ] - }, - { - "cell_type": "markdown", - "id": "5e82268f-d173-4baf-9239-94678d5de1b9", - "metadata": {}, + "cell_type": "code", + "execution_count": 3, + "id": "8fc5711c-669d-418c-a0e4-f8e0beb8b6b7", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'stackstac-11af5f195622eb6b3eedfd63dbdeb4ab' (time: 101,\n",
+       "                                                                band: 32,\n",
+       "                                                                y: 20982,\n",
+       "                                                                x: 10980)>\n",
+       "dask.array<fetch_raster_window, shape=(101, 32, 20982, 10980), dtype=float64, chunksize=(1, 1, 1024, 1024), chunktype=numpy.ndarray>\n",
+       "Coordinates: (12/52)\n",
+       "  * time                                     (time) datetime64[ns] 2019-02-01...\n",
+       "    id                                       (time) <U24 'S2B_32TPT_20190201_...\n",
+       "  * band                                     (band) <U12 'aot' ... 'wvp-jp2'\n",
+       "  * x                                        (x) float64 6e+05 ... 7.098e+05\n",
+       "  * y                                        (y) float64 5.3e+06 ... 5.09e+06\n",
+       "    platform                                 (time) <U11 'sentinel-2b' ... 's...\n",
+       "    ...                                       ...\n",
+       "    raster:bands                             (band) object [{'nodata': 0, 'da...\n",
+       "    gsd                                      (band) object None 10 ... None None\n",
+       "    common_name                              (band) object None 'blue' ... None\n",
+       "    center_wavelength                        (band) object None 0.49 ... None\n",
+       "    full_width_half_max                      (band) object None 0.098 ... None\n",
+       "    epsg                                     int64 32632\n",
+       "Attributes:\n",
+       "    spec:        RasterSpec(epsg=32632, bounds=(600000.0, 5090220.0, 709800.0...\n",
+       "    crs:         epsg:32632\n",
+       "    transform:   | 10.00, 0.00, 600000.00|\\n| 0.00,-10.00, 5300040.00|\\n| 0.0...\n",
+       "    resolution:  10.0
" + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates: (12/52)\n", + " * time (time) datetime64[ns] 2019-02-01...\n", + " id (time) \n", - " Go Further\n", - "
\n", - "
    \n", - "
  • You can try to open the same file with xr.open_dataset(fs.open(s3path))
  • \n", - "
  • Compare the xarray output between open_mfdataset and open_dataset, what do you see as difference?
  • \n", - "
\n", - "" + "sentinel2_l2a" ] }, { @@ -190,13 +1711,22 @@ "source": [ "## What is a __chunk__\n", "\n", - "If you look carefully to `LTS`, each Data Variable is a `dask.array` with a chunk size of `(15680, 40320)`. So basically accessing one data variable would load arrays of dimensions `(15680, 40320)` into the computer's RAM. You can see this information and more details by clicking the icon as indicated in the image below.\n", + "If you look carefully to `sentinel2_l2a`, xarray.DataArray is a `dask.array` with a chunk size of `(1, 1, 1024, 1024)`. The full data would load arrays of dimensions `(101, 32, 20982, 10980)`, 746 592 of the 'chunk', in total 5.42 TiB into the computer's RAM. \n", + "\n", + "We can see the Dask Array information by clicking the icon as circled blue in the image below.\n", "\n", "![Dask.array](../figures/datasize.png)\n", "\n", - "When you open one or several netCDF files with `open_mdfataset`, by default, the chunks correspond to the entire size of the variable data array read from each file. When you need to analyze large files, a computer's memory may not be sufficient anymore (see in this example, 2.36GiB for one chunk!).\n", + "By clicking Red circled triangle icon, we can have detailed informations on the xarray, such as Coordinates, Indexes and Attributes. \n", + "\n", + "When you create Xarray object using stackstac, we can easily turns STAC collection into a lazy xarray.DataArray, in chunk form, so then it is backed by dask. \n", + "\n", + "The size and shape of chunk which we will use defines the parallelisation done by Dask, thus Picking a good chunksize will have significant effects on performance. \n", + "\n", + "\n", + "This is where understanding and using chunking correctly comes into play.\n", "\n", - "This is where understanding and using chunking correctly comes into play.\n" + " \n" ] }, { @@ -206,155 +1736,6423 @@ "source": [ "__Chunking__ is splitting a dataset into small pieces. \n", "\n", - "Original dataset is in one piece, \n", - "![Dask.array](../figures/notchunked.png)\n", + "Original dataset, in one piece, \n", + "\n", "\n", "and we split it into several smaller pieces. \n", - "![Dask.array](../figures/chunked.png)\n", + "\n", "\n", "We split it into pieces so that we can process our data block by block or __chunk__ by __chunk__.\n", "\n", - "In our case, for the moment, the dataset is composed of several files, so already several pieces (or just one in the example above), and Xarray just creates one chunk for each variable of each file." - ] - }, - { - "cell_type": "markdown", - "id": "77a95b34-8ecb-4dca-8c4a-861d9b078012", - "metadata": {}, - "source": [ - "## Using chunks within a single file\n", + "In our case, for the moment, we used stackstac without specifying 'chunk' explicitly. The dataset is composed of 8MiB each, each contains, 1 time step, 1 band, 1024 x 1024 on x and y direction. \n", + "\n", "\n", - "When we want to read one or several big files, or files containing large arrays (the above 2.36GiB per array is already quite big), we will almost certainly need chunks so that we can process arrays piece by piece.\n", "\n", - "This is usually done with Xarray using the `chunks` kwarg when opening a file with `xr.open_dataset` or with `xr.open_mfdataset`." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3e554760-d78b-4d0f-a276-cf57f886080c", - "metadata": {}, - "outputs": [], - "source": [ - "LTS = xr.open_dataset(fs.open(s3path), chunks={\"lon\": 40320 / 2, \"lat\": 15680 / 2})\n", - "LTS" - ] - }, - { - "cell_type": "markdown", - "id": "19f05ca7-1439-4a44-aad5-0dda313eeb5f", - "metadata": {}, - "source": [ - "If you look into details of any variable in the representation above, you'll see that each array is chunked into 4 pieces, 602.96 MiB each, which is already more manageable in memory." - ] - }, - { - "cell_type": "markdown", - "id": "6d1f923b-6e45-4494-af6c-c537e1791f99", - "metadata": {}, - "source": [ - "Xarray `Dataset` and `DataArray` objects also have a `chunk` function. We can use it to change our dataset chunks size.\n", - "Lets try to 'chunk' our data array LTS.nobs using this command.\n" - ] - }, - { - "cell_type": "markdown", - "id": "babfb689-5a92-4e67-8304-8fecc30f742d", - "metadata": {}, - "source": [ - "As we would like to play with small sized array, we first select a subset of data as you've learned in [xarray_introduction](./xarray_introduction.ipynb). " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ec60ad82-9abb-42a6-9119-26f9b567b7fc", - "metadata": {}, - "outputs": [], - "source": [ - "test = LTS.nobs.sel(lat=slice(80.,70.), lon=slice(70.,90))\n", - "test" - ] - }, - { - "cell_type": "markdown", - "id": "59e8990f-5436-4723-a26b-bd396b19bb33", - "metadata": {}, - "source": [ - "The test value has dimensions `(1121, 2240)`. We will chunk it on 600x600 pieces using the following command. " + "If we have too small chunk size, we will divide our work flow in too small pieces, which can create too many communications, too many 'distirbution' overheads. \n", + "If we have too big chunk size, we may not be able to hold the enough memory and our workflow may die. \n", + "\n", + "The right size of chunk depends on your computation and the machine you use. \n", + "\n", + "Here, 8MiB, is very small compare to usual RAM size available. For example, dask's default array size is 128MiB. \n", + " " ] }, { "cell_type": "code", - "execution_count": null, - "id": "7f644ba3-8eb5-4cf9-bd20-0aebda8bc05e", + "execution_count": 3, + "id": "0cc3cf9c-583b-46a8-b6eb-38083af17bbc", "metadata": { "tags": [] }, - "outputs": [], - "source": [ - "test=test.chunk(600)\n", - "test" - ] - }, - { - "cell_type": "markdown", - "id": "437ce642", - "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "'128MiB'" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "As you can see in the above graphics we got 8 __chunks__. These 8 chunks are noted as (0,0) ..(0,3) (1,0),..(1,3) as you can see in the next visualisation." + "import dask\n", + "dask.config.get('array.chunk-size')" ] }, { "cell_type": "markdown", - "id": "d36efa13-b1e5-429a-9b2c-537b07d9e49a", + "id": "77a95b34-8ecb-4dca-8c4a-861d9b078012", "metadata": {}, "source": [ - "## Operations on a chunked dataset\n", + "## Modifying chunks\n", + "Lets try to modify our chunk size. \n", "\n", - "Let's have a look of our chunked test dataset backend representation." + "\n", + "To modify chunks on your existing Xarray `DataArray` we can use `chunk` function of Xarray.\n", + "We know that we only need 3 bands for computing the snow index example, so we select only 'green','swir16','scl' to simplyfy our example. \n", + "\n", + "We would like to have each time series separeated in each chunk, then keep all band informnation on one chunk, and let dask to compute x and y coordinate's chunk size. " ] }, { "cell_type": "code", - "execution_count": null, - "id": "9768b366", + "execution_count": 4, + "id": "6b35188d-fe2d-4977-aa3d-7a0c49a2d75b", "metadata": { - "collapsed": false, - "jupyter": { - "outputs_hidden": false - } + "tags": [] }, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'stackstac-11af5f195622eb6b3eedfd63dbdeb4ab' (time: 101,\n",
+       "                                                                band: 3,\n",
+       "                                                                y: 20982,\n",
+       "                                                                x: 10980)>\n",
+       "dask.array<rechunk-merge, shape=(101, 3, 20982, 10980), dtype=float64, chunksize=(1, 3, 2048, 2048), chunktype=numpy.ndarray>\n",
+       "Coordinates: (12/52)\n",
+       "  * time                                     (time) datetime64[ns] 2019-02-01...\n",
+       "    id                                       (time) <U24 dask.array<chunksize=(1,), meta=np.ndarray>\n",
+       "  * band                                     (band) <U12 'green' 'swir16' 'scl'\n",
+       "  * x                                        (x) float64 6e+05 ... 7.098e+05\n",
+       "  * y                                        (y) float64 5.3e+06 ... 5.09e+06\n",
+       "    platform                                 (time) <U11 dask.array<chunksize=(1,), meta=np.ndarray>\n",
+       "    ...                                       ...\n",
+       "    raster:bands                             (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    gsd                                      (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    common_name                              (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    center_wavelength                        (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    full_width_half_max                      (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    epsg                                     int64 32632\n",
+       "Attributes:\n",
+       "    spec:        RasterSpec(epsg=32632, bounds=(600000.0, 5090220.0, 709800.0...\n",
+       "    crs:         epsg:32632\n",
+       "    transform:   | 10.00, 0.00, 600000.00|\\n| 0.00,-10.00, 5300040.00|\\n| 0.0...\n",
+       "    resolution:  10.0
" + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates: (12/52)\n", + " * time (time) datetime64[ns] 2019-02-01...\n", + " id (time) \n", + " * band (band) \n", + " ... ...\n", + " raster:bands (band) object dask.array\n", + " gsd (band) object dask.array\n", + " common_name (band) object dask.array\n", + " center_wavelength (band) object dask.array\n", + " full_width_half_max (band) object dask.array\n", + " epsg int64 32632\n", + "Attributes:\n", + " spec: RasterSpec(epsg=32632, bounds=(600000.0, 5090220.0, 709800.0...\n", + " crs: epsg:32632\n", + " transform: | 10.00, 0.00, 600000.00|\\n| 0.00,-10.00, 5300040.00|\\n| 0.0...\n", + " resolution: 10.0" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "test.data.visualize()" + "sentinel2_l2a=sentinel2_l2a.sel(\n", + " band=['green','swir16','scl']).chunk(\n", + " chunks={'time': 1, 'band':3, 'x':'auto','y':'auto'})\n", + "sentinel2_l2a" ] }, { "cell_type": "markdown", - "id": "1302b99f", + "id": "19f05ca7-1439-4a44-aad5-0dda313eeb5f", "metadata": {}, "source": [ - "` test.data` is the backend array Python representation of Xarray's Data Array, [__Dask Array__](https://docs.dask.org/en/stable/array.html) when using chunking, Numpy by default.\n", - "\n", - "We will introduce Dask arrays and Dask graphs visualization in the next section [dask_introduction](./dask_introduction.ipynb)." + "If you look into details of any variable in the representation above, you'll see that each x and y coordinate's each 'chunk' is bigger, and we have much less chunks (6666 chunks) than example before. Chunk size as 96 MiB, is already more manageable than 8MiB small chunk." ] }, { - "cell_type": "markdown", - "id": "5da222df-6f45-434c-b741-34ef27352199", + "cell_type": "code", + "execution_count": 5, + "id": "aeab2142-9c78-465c-b743-3028c10cb0ea", "metadata": { - "jp-MarkdownHeadingCollapsed": true, "tags": [] }, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'stackstac-07fe3268308dbfff27d0ba203bb724b8' (time: 101,\n",
+       "                                                                band: 3,\n",
+       "                                                                y: 20982,\n",
+       "                                                                x: 10980)>\n",
+       "dask.array<rechunk-merge, shape=(101, 3, 20982, 10980), dtype=float64, chunksize=(1, 3, 12048, 2048), chunktype=numpy.ndarray>\n",
+       "Coordinates: (12/52)\n",
+       "  * time                                     (time) datetime64[ns] 2019-02-01...\n",
+       "    id                                       (time) <U24 dask.array<chunksize=(1,), meta=np.ndarray>\n",
+       "  * band                                     (band) <U12 'green' 'swir16' 'scl'\n",
+       "  * x                                        (x) float64 6e+05 ... 7.098e+05\n",
+       "  * y                                        (y) float64 5.3e+06 ... 5.09e+06\n",
+       "    s2:nodata_pixel_percentage               (time) object dask.array<chunksize=(1,), meta=np.ndarray>\n",
+       "    ...                                       ...\n",
+       "    title                                    (band) <U31 dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    gsd                                      (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    common_name                              (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    center_wavelength                        (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    full_width_half_max                      (band) object dask.array<chunksize=(3,), meta=np.ndarray>\n",
+       "    epsg                                     int64 32632\n",
+       "Attributes:\n",
+       "    spec:        RasterSpec(epsg=32632, bounds=(600000.0, 5090220.0, 709800.0...\n",
+       "    crs:         epsg:32632\n",
+       "    transform:   | 10.00, 0.00, 600000.00|\\n| 0.00,-10.00, 5300040.00|\\n| 0.0...\n",
+       "    resolution:  10.0
" + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates: (12/52)\n", + " * time (time) datetime64[ns] 2019-02-01...\n", + " id (time) \n", + " * band (band) \n", + " ... ...\n", + " title (band) \n", + " gsd (band) object dask.array\n", + " common_name (band) object dask.array\n", + " center_wavelength (band) object dask.array\n", + " full_width_half_max (band) object dask.array\n", + " epsg int64 32632\n", + "Attributes:\n", + " spec: RasterSpec(epsg=32632, bounds=(600000.0, 5090220.0, 709800.0...\n", + " crs: epsg:32632\n", + " transform: | 10.00, 0.00, 600000.00|\\n| 0.00,-10.00, 5300040.00|\\n| 0.0...\n", + " resolution: 10.0" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "Anyway, when applying `chunk` function you may have the impression that the chunks sizes just changes and everything will be fine.\n", - "\n", - "However, as you can see in the graph visualization above, Xarray will actually have to fetch at least one entire initial chunk that was defined when opening the Dataset at first before rechunking at a smaller size or even selecting one value. This is true when applying any funtions on any values: Xarray will work by loading entire chunks.\n", - "\n", - "You can imagine that it will not be very optimal if you load one file as an entire chunk, or if your initial chunks are too big (your Python Jupyter kernel may crash!), especially with large numbers of files and large files. Choosing an appropriate chunk size is really important and depends on your analysis.\n", - "\n", - "You can find a really nice article by Dask team on how to chose the right chunk size [here](https://blog.dask.org/2021/11/02/choosing-dask-chunk-sizes)." + "sentinel2_l2a.chunk(chunks = ( 1, -1, 12048,2048))" ] }, { @@ -368,15 +8166,1435 @@ "
\n", " You can try to apply different ways for specifying chunk.\n", "
    \n", - "
  • chunks = 'auto' -> Xarray relies on Dask to use an ideal size according to the preferred chunk sizes
  • \n", "
  • chunks = -1 -> the entire array will be used as a single chunk\n", - "
  • chunks = \"1MiB\" -> Xarray seeks the size according to a specific memory target expressed in MiB
  • \n", - "
  • chunks = {'lat'=-1, 'lon'= 1000} -> chunks of entire _lat_ dimension, but splitted every 1000 values on _lon_ dimension
  • \n", - "
  • compare the resulting chunked data's shape, size, tasks, data.visualize..... What do you see?
  • \n", + "
  • chunks = {'x':-1, 'y': 1000} -> chunks of entire _x_ dimension, but splitted every 1000 values on _y_ dimension
  • \n", + "
  • chunks = {'x':-1, 'y': 'auto'} -> Xarray relies on Dask to use an ideal size according to the preferred chunk sizes for _y_ dimension
  • \n", + "
  • chunks = { 'x':-1 ,'y':\"500MiB\" } -> Xarray seeks the size according to a specific memory target expressed in MiB
  • \n", + "
  • chunks = ( 1, 3, 12048,2048) -> Specifying chunk size in the order of dimension.
  • \n", "
\n", "" ] }, + { + "cell_type": "markdown", + "id": "6d1f923b-6e45-4494-af6c-c537e1791f99", + "metadata": {}, + "source": [ + "## Defining the chunk at the creatioin of Xarray\n", + "\n", + "We can define the chunk size when we create the object. \n", + "This is usually done with Xarray using the `chunks` kwarg when opening a file with `xr.open_dataset` or with `xr.open_mfdataset`, if you create Xarray from your local file. \n", + "In our snow index example, we create Xarray from stackstac. As stackstac's default 'chunksize' definition is 1024 for x and y dimension, we had that chunksize. We can pass the chunksize option to stdeackstac and make that bigger.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "ac7fd516-7366-4b22-9a6a-87ad615da69a", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "CPU times: user 29 ms, sys: 2.24 ms, total: 31.2 ms\n", + "Wall time: 38.2 ms\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'stackstac-8fd99f2c272add0e606093bd986b0ad9' (time: 101,\n",
+       "                                                                band: 3,\n",
+       "                                                                y: 20982,\n",
+       "                                                                x: 10980)>\n",
+       "dask.array<fetch_raster_window, shape=(101, 3, 20982, 10980), dtype=float64, chunksize=(1, 3, 2048, 2048), chunktype=numpy.ndarray>\n",
+       "Coordinates: (12/52)\n",
+       "  * time                                     (time) datetime64[ns] 2019-02-01...\n",
+       "    id                                       (time) <U24 'S2B_32TPT_20190201_...\n",
+       "  * band                                     (band) <U6 'green' 'swir16' 'scl'\n",
+       "  * x                                        (x) float64 6e+05 ... 7.098e+05\n",
+       "  * y                                        (y) float64 5.3e+06 ... 5.09e+06\n",
+       "    platform                                 (time) <U11 'sentinel-2b' ... 's...\n",
+       "    ...                                       ...\n",
+       "    gsd                                      (band) object 10 20 None\n",
+       "    raster:bands                             (band) object {'nodata': 0, 'dat...\n",
+       "    common_name                              (band) object 'green' 'swir16' None\n",
+       "    center_wavelength                        (band) object 0.56 1.61 None\n",
+       "    full_width_half_max                      (band) object 0.045 0.143 None\n",
+       "    epsg                                     int64 32632\n",
+       "Attributes:\n",
+       "    spec:        RasterSpec(epsg=32632, bounds=(600000.0, 5090220.0, 709800.0...\n",
+       "    crs:         epsg:32632\n",
+       "    transform:   | 10.00, 0.00, 600000.00|\\n| 0.00,-10.00, 5300040.00|\\n| 0.0...\n",
+       "    resolution:  10.0
" + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates: (12/52)\n", + " * time (time) datetime64[ns] 2019-02-01...\n", + " id (time) \n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "
<xarray.DataArray 'stackstac-a03d4c1ff25f0c5533c0f18a3a8c4de0' (time: 2,\n",
+       "                                                                band: 3,\n",
+       "                                                                y: 20982,\n",
+       "                                                                x: 10980)>\n",
+       "dask.array<fetch_raster_window, shape=(2, 3, 20982, 10980), dtype=float64, chunksize=(1, 3, 2048, 2048), chunktype=numpy.ndarray>\n",
+       "Coordinates: (12/52)\n",
+       "  * time                                     (time) datetime64[ns] 2019-02-01...\n",
+       "    id                                       (time) <U24 'S2B_32TPT_20190201_...\n",
+       "  * band                                     (band) <U6 'green' 'swir16' 'scl'\n",
+       "  * x                                        (x) float64 6e+05 ... 7.098e+05\n",
+       "  * y                                        (y) float64 5.3e+06 ... 5.09e+06\n",
+       "    platform                                 <U11 'sentinel-2b'\n",
+       "    ...                                       ...\n",
+       "    gsd                                      (band) object 10 20 None\n",
+       "    raster:bands                             (band) object {'nodata': 0, 'dat...\n",
+       "    common_name                              (band) object 'green' 'swir16' None\n",
+       "    center_wavelength                        (band) object 0.56 1.61 None\n",
+       "    full_width_half_max                      (band) object 0.045 0.143 None\n",
+       "    epsg                                     int64 32632\n",
+       "Attributes:\n",
+       "    spec:        RasterSpec(epsg=32632, bounds=(600000.0, 5090220.0, 709800.0...\n",
+       "    crs:         epsg:32632\n",
+       "    transform:   | 10.00, 0.00, 600000.00|\\n| 0.00,-10.00, 5300040.00|\\n| 0.0...\n",
+       "    resolution:  10.0
" + ], + "text/plain": [ + "\n", + "dask.array\n", + "Coordinates: (12/52)\n", + " * time (time) datetime64[ns] 2019-02-01...\n", + " id (time) 1\u001b[0m \u001b[43mds\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43misel\u001b[49m\u001b[43m(\u001b[49m\u001b[43mtime\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43mband\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43mx\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mslice\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m100\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m,\u001b[49m\u001b[43my\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;28;43mslice\u001b[39;49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m0\u001b[39;49m\u001b[43m,\u001b[49m\u001b[38;5;241;43m100\u001b[39;49m\u001b[43m)\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_zarr\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mtest.zarr\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mw\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/core/dataarray.py:4230\u001b[0m, in \u001b[0;36mDataArray.to_zarr\u001b[0;34m(self, store, chunk_store, mode, synchronizer, group, encoding, compute, consolidated, append_dim, region, safe_chunks, storage_options, zarr_version)\u001b[0m\n\u001b[1;32m 4226\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m 4227\u001b[0m \u001b[38;5;66;03m# No problems with the name - so we're fine!\u001b[39;00m\n\u001b[1;32m 4228\u001b[0m dataset \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mto_dataset()\n\u001b[0;32m-> 4230\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mto_zarr\u001b[49m\u001b[43m(\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;66;43;03m# type: ignore[call-overload,misc]\u001b[39;49;00m\n\u001b[1;32m 4231\u001b[0m \u001b[43m \u001b[49m\u001b[43mdataset\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4232\u001b[0m \u001b[43m \u001b[49m\u001b[43mstore\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstore\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4233\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunk_store\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunk_store\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4234\u001b[0m \u001b[43m \u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mmode\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4235\u001b[0m \u001b[43m \u001b[49m\u001b[43msynchronizer\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msynchronizer\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4236\u001b[0m \u001b[43m \u001b[49m\u001b[43mgroup\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mgroup\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4237\u001b[0m \u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4238\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompute\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcompute\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4239\u001b[0m \u001b[43m \u001b[49m\u001b[43mconsolidated\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mconsolidated\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4240\u001b[0m \u001b[43m \u001b[49m\u001b[43mappend_dim\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mappend_dim\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4241\u001b[0m \u001b[43m \u001b[49m\u001b[43mregion\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mregion\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4242\u001b[0m \u001b[43m \u001b[49m\u001b[43msafe_chunks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msafe_chunks\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4243\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_options\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_options\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4244\u001b[0m \u001b[43m \u001b[49m\u001b[43mzarr_version\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mzarr_version\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 4245\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/backends/api.py:1708\u001b[0m, in \u001b[0;36mto_zarr\u001b[0;34m(dataset, store, chunk_store, mode, synchronizer, group, encoding, compute, consolidated, append_dim, region, safe_chunks, storage_options, zarr_version, write_empty_chunks, chunkmanager_store_kwargs)\u001b[0m\n\u001b[1;32m 1706\u001b[0m writer \u001b[38;5;241m=\u001b[39m ArrayWriter()\n\u001b[1;32m 1707\u001b[0m \u001b[38;5;66;03m# TODO: figure out how to properly handle unlimited_dims\u001b[39;00m\n\u001b[0;32m-> 1708\u001b[0m \u001b[43mdump_to_store\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdataset\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mzstore\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mwriter\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mencoding\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mencoding\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 1709\u001b[0m writes \u001b[38;5;241m=\u001b[39m writer\u001b[38;5;241m.\u001b[39msync(\n\u001b[1;32m 1710\u001b[0m compute\u001b[38;5;241m=\u001b[39mcompute, chunkmanager_store_kwargs\u001b[38;5;241m=\u001b[39mchunkmanager_store_kwargs\n\u001b[1;32m 1711\u001b[0m )\n\u001b[1;32m 1713\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m compute:\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/backends/api.py:1308\u001b[0m, in \u001b[0;36mdump_to_store\u001b[0;34m(dataset, store, writer, encoder, encoding, unlimited_dims)\u001b[0m\n\u001b[1;32m 1305\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m encoder:\n\u001b[1;32m 1306\u001b[0m variables, attrs \u001b[38;5;241m=\u001b[39m encoder(variables, attrs)\n\u001b[0;32m-> 1308\u001b[0m \u001b[43mstore\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mstore\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mattrs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mcheck_encoding\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mwriter\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43munlimited_dims\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43munlimited_dims\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/backends/zarr.py:597\u001b[0m, in \u001b[0;36mZarrStore.store\u001b[0;34m(self, variables, attributes, check_encoding_set, writer, unlimited_dims)\u001b[0m\n\u001b[1;32m 595\u001b[0m new_variables \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mset\u001b[39m(variables) \u001b[38;5;241m-\u001b[39m existing_variable_names\n\u001b[1;32m 596\u001b[0m variables_without_encoding \u001b[38;5;241m=\u001b[39m {vn: variables[vn] \u001b[38;5;28;01mfor\u001b[39;00m vn \u001b[38;5;129;01min\u001b[39;00m new_variables}\n\u001b[0;32m--> 597\u001b[0m variables_encoded, attributes \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencode\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 598\u001b[0m \u001b[43m \u001b[49m\u001b[43mvariables_without_encoding\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mattributes\u001b[49m\n\u001b[1;32m 599\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 601\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m existing_variable_names:\n\u001b[1;32m 602\u001b[0m \u001b[38;5;66;03m# Decode variables directly, without going via xarray.Dataset to\u001b[39;00m\n\u001b[1;32m 603\u001b[0m \u001b[38;5;66;03m# avoid needing to load index variables into memory.\u001b[39;00m\n\u001b[1;32m 604\u001b[0m \u001b[38;5;66;03m# TODO: consider making loading indexes lazy again?\u001b[39;00m\n\u001b[1;32m 605\u001b[0m existing_vars, _, _ \u001b[38;5;241m=\u001b[39m conventions\u001b[38;5;241m.\u001b[39mdecode_cf_variables(\n\u001b[1;32m 606\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_variables(), \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mget_attrs()\n\u001b[1;32m 607\u001b[0m )\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/backends/common.py:291\u001b[0m, in \u001b[0;36mAbstractWritableDataStore.encode\u001b[0;34m(self, variables, attributes)\u001b[0m\n\u001b[1;32m 274\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mencode\u001b[39m(\u001b[38;5;28mself\u001b[39m, variables, attributes):\n\u001b[1;32m 275\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 276\u001b[0m \u001b[38;5;124;03m Encode the variables and attributes in this store\u001b[39;00m\n\u001b[1;32m 277\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 289\u001b[0m \n\u001b[1;32m 290\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 291\u001b[0m variables \u001b[38;5;241m=\u001b[39m \u001b[43m{\u001b[49m\u001b[43mk\u001b[49m\u001b[43m:\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencode_variable\u001b[49m\u001b[43m(\u001b[49m\u001b[43mv\u001b[49m\u001b[43m)\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;28;43;01mfor\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mk\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mv\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;129;43;01min\u001b[39;49;00m\u001b[43m \u001b[49m\u001b[43mvariables\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mitems\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[43m}\u001b[49m\n\u001b[1;32m 292\u001b[0m attributes \u001b[38;5;241m=\u001b[39m {k: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mencode_attribute(v) \u001b[38;5;28;01mfor\u001b[39;00m k, v \u001b[38;5;129;01min\u001b[39;00m attributes\u001b[38;5;241m.\u001b[39mitems()}\n\u001b[1;32m 293\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m variables, attributes\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/backends/common.py:291\u001b[0m, in \u001b[0;36m\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m 274\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mencode\u001b[39m(\u001b[38;5;28mself\u001b[39m, variables, attributes):\n\u001b[1;32m 275\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 276\u001b[0m \u001b[38;5;124;03m Encode the variables and attributes in this store\u001b[39;00m\n\u001b[1;32m 277\u001b[0m \n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 289\u001b[0m \n\u001b[1;32m 290\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 291\u001b[0m variables \u001b[38;5;241m=\u001b[39m {k: \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencode_variable\u001b[49m\u001b[43m(\u001b[49m\u001b[43mv\u001b[49m\u001b[43m)\u001b[49m \u001b[38;5;28;01mfor\u001b[39;00m k, v \u001b[38;5;129;01min\u001b[39;00m variables\u001b[38;5;241m.\u001b[39mitems()}\n\u001b[1;32m 292\u001b[0m attributes \u001b[38;5;241m=\u001b[39m {k: \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mencode_attribute(v) \u001b[38;5;28;01mfor\u001b[39;00m k, v \u001b[38;5;129;01min\u001b[39;00m attributes\u001b[38;5;241m.\u001b[39mitems()}\n\u001b[1;32m 293\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m variables, attributes\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/backends/zarr.py:554\u001b[0m, in \u001b[0;36mZarrStore.encode_variable\u001b[0;34m(self, variable)\u001b[0m\n\u001b[1;32m 553\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mencode_variable\u001b[39m(\u001b[38;5;28mself\u001b[39m, variable):\n\u001b[0;32m--> 554\u001b[0m variable \u001b[38;5;241m=\u001b[39m \u001b[43mencode_zarr_variable\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvariable\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 555\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m variable\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/backends/zarr.py:311\u001b[0m, in \u001b[0;36mencode_zarr_variable\u001b[0;34m(var, needs_copy, name)\u001b[0m\n\u001b[1;32m 290\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mencode_zarr_variable\u001b[39m(var, needs_copy\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m, name\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m):\n\u001b[1;32m 291\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m 292\u001b[0m \u001b[38;5;124;03m Converts an Variable into an Variable which follows some\u001b[39;00m\n\u001b[1;32m 293\u001b[0m \u001b[38;5;124;03m of the CF conventions:\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 308\u001b[0m \u001b[38;5;124;03m A variable which has been encoded as described above.\u001b[39;00m\n\u001b[1;32m 309\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m--> 311\u001b[0m var \u001b[38;5;241m=\u001b[39m \u001b[43mconventions\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mencode_cf_variable\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvar\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 313\u001b[0m \u001b[38;5;66;03m# zarr allows unicode, but not variable-length strings, so it's both\u001b[39;00m\n\u001b[1;32m 314\u001b[0m \u001b[38;5;66;03m# simpler and more compact to always encode as UTF-8 explicitly.\u001b[39;00m\n\u001b[1;32m 315\u001b[0m \u001b[38;5;66;03m# TODO: allow toggling this explicitly via dtype in encoding.\u001b[39;00m\n\u001b[1;32m 316\u001b[0m coder \u001b[38;5;241m=\u001b[39m coding\u001b[38;5;241m.\u001b[39mstrings\u001b[38;5;241m.\u001b[39mEncodedStringCoder(allows_unicode\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/conventions.py:191\u001b[0m, in \u001b[0;36mencode_cf_variable\u001b[0;34m(var, needs_copy, name)\u001b[0m\n\u001b[1;32m 188\u001b[0m var \u001b[38;5;241m=\u001b[39m coder\u001b[38;5;241m.\u001b[39mencode(var, name\u001b[38;5;241m=\u001b[39mname)\n\u001b[1;32m 190\u001b[0m \u001b[38;5;66;03m# TODO(kmuehlbauer): check if ensure_dtype_not_object can be moved to backends:\u001b[39;00m\n\u001b[0;32m--> 191\u001b[0m var \u001b[38;5;241m=\u001b[39m \u001b[43mensure_dtype_not_object\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvar\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mname\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 193\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m attr_name \u001b[38;5;129;01min\u001b[39;00m CF_RELATED_DATA:\n\u001b[1;32m 194\u001b[0m pop_to(var\u001b[38;5;241m.\u001b[39mencoding, var\u001b[38;5;241m.\u001b[39mattrs, attr_name)\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/conventions.py:147\u001b[0m, in \u001b[0;36mensure_dtype_not_object\u001b[0;34m(var, name)\u001b[0m\n\u001b[1;32m 145\u001b[0m data[missing] \u001b[38;5;241m=\u001b[39m fill_value\n\u001b[1;32m 146\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[0;32m--> 147\u001b[0m data \u001b[38;5;241m=\u001b[39m _copy_with_dtype(data, dtype\u001b[38;5;241m=\u001b[39m\u001b[43m_infer_dtype\u001b[49m\u001b[43m(\u001b[49m\u001b[43mdata\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname\u001b[49m\u001b[43m)\u001b[49m)\n\u001b[1;32m 149\u001b[0m \u001b[38;5;28;01massert\u001b[39;00m data\u001b[38;5;241m.\u001b[39mdtype\u001b[38;5;241m.\u001b[39mkind \u001b[38;5;241m!=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mO\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mor\u001b[39;00m data\u001b[38;5;241m.\u001b[39mdtype\u001b[38;5;241m.\u001b[39mmetadata\n\u001b[1;32m 150\u001b[0m var \u001b[38;5;241m=\u001b[39m Variable(dims, data, attrs, encoding, fastpath\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mTrue\u001b[39;00m)\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/xarray/conventions.py:77\u001b[0m, in \u001b[0;36m_infer_dtype\u001b[0;34m(array, name)\u001b[0m\n\u001b[1;32m 74\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m dtype\u001b[38;5;241m.\u001b[39mkind \u001b[38;5;241m!=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mO\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m 75\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m dtype\n\u001b[0;32m---> 77\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m 78\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124munable to infer dtype on variable \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[38;5;124m; xarray \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 79\u001b[0m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mcannot serialize arbitrary Python objects\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 80\u001b[0m )\n", + "\u001b[0;31mValueError\u001b[0m: unable to infer dtype on variable None; xarray cannot serialize arbitrary Python objects" + ] + } + ], + "source": [ + "ds.isel(time=0,band=0,x=slice(0,100),y=slice(0,100)).to_zarr('test.zarr',mode='w')" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "4c2f7f73-30e6-4a12-aeba-73bdaf4bd897", + "metadata": {}, + "outputs": [ + { + "data": { + "application/javascript": [ + "(function(root) {\n", + " function now() {\n", + " return new Date();\n", + " }\n", + "\n", + " var force = true;\n", + " var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", + " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", + " var reloading = false;\n", + " var Bokeh = root.Bokeh;\n", + " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + "\n", + " if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n", + " root._bokeh_timeout = Date.now() + 5000;\n", + " root._bokeh_failed_load = false;\n", + " }\n", + "\n", + " function run_callbacks() {\n", + " try {\n", + " root._bokeh_onload_callbacks.forEach(function(callback) {\n", + " if (callback != null)\n", + " callback();\n", + " });\n", + " } finally {\n", + " delete root._bokeh_onload_callbacks;\n", + " }\n", + " console.debug(\"Bokeh: all callbacks have finished\");\n", + " }\n", + "\n", + " function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n", + " if (css_urls == null) css_urls = [];\n", + " if (js_urls == null) js_urls = [];\n", + " if (js_modules == null) js_modules = [];\n", + " if (js_exports == null) js_exports = {};\n", + "\n", + " root._bokeh_onload_callbacks.push(callback);\n", + "\n", + " if (root._bokeh_is_loading > 0) {\n", + " console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n", + " return null;\n", + " }\n", + " if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n", + " run_callbacks();\n", + " return null;\n", + " }\n", + " if (!reloading) {\n", + " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", + " }\n", + "\n", + " function on_load() {\n", + " root._bokeh_is_loading--;\n", + " if (root._bokeh_is_loading === 0) {\n", + " console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n", + " run_callbacks()\n", + " }\n", + " }\n", + " window._bokeh_on_load = on_load\n", + "\n", + " function on_error() {\n", + " console.error(\"failed to load \" + url);\n", + " }\n", + "\n", + " var skip = [];\n", + " if (window.requirejs) {\n", + " window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", + " require([\"jspanel\"], function(jsPanel) {\n", + "\twindow.jsPanel = jsPanel\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-modal\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-tooltip\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-hint\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-layout\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-contextmenu\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"jspanel-dock\"], function() {\n", + "\ton_load()\n", + " })\n", + " require([\"gridstack\"], function(GridStack) {\n", + "\twindow.GridStack = GridStack\n", + "\ton_load()\n", + " })\n", + " require([\"notyf\"], function() {\n", + "\ton_load()\n", + " })\n", + " root._bokeh_is_loading = css_urls.length + 9;\n", + " } else {\n", + " root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n", + " }\n", + "\n", + " var existing_stylesheets = []\n", + " var links = document.getElementsByTagName('link')\n", + " for (var i = 0; i < links.length; i++) {\n", + " var link = links[i]\n", + " if (link.href != null) {\n", + "\texisting_stylesheets.push(link.href)\n", + " }\n", + " }\n", + " for (var i = 0; i < css_urls.length; i++) {\n", + " var url = css_urls[i];\n", + " if (existing_stylesheets.indexOf(url) !== -1) {\n", + "\ton_load()\n", + "\tcontinue;\n", + " }\n", + " const element = document.createElement(\"link\");\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.rel = \"stylesheet\";\n", + " element.type = \"text/css\";\n", + " element.href = url;\n", + " console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n", + " document.body.appendChild(element);\n", + " } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n", + " var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n", + " for (var i = 0; i < urls.length; i++) {\n", + " skip.push(urls[i])\n", + " }\n", + " } var existing_scripts = []\n", + " var scripts = document.getElementsByTagName('script')\n", + " for (var i = 0; i < scripts.length; i++) {\n", + " var script = scripts[i]\n", + " if (script.src != null) {\n", + "\texisting_scripts.push(script.src)\n", + " }\n", + " }\n", + " for (var i = 0; i < js_urls.length; i++) {\n", + " var url = js_urls[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (var i = 0; i < js_modules.length; i++) {\n", + " var url = js_modules[i];\n", + " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onload = on_load;\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.src = url;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " document.head.appendChild(element);\n", + " }\n", + " for (const name in js_exports) {\n", + " var url = js_exports[name];\n", + " if (skip.indexOf(url) >= 0 || root[name] != null) {\n", + "\tif (!window.requirejs) {\n", + "\t on_load();\n", + "\t}\n", + "\tcontinue;\n", + " }\n", + " var element = document.createElement('script');\n", + " element.onerror = on_error;\n", + " element.async = false;\n", + " element.type = \"module\";\n", + " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", + " element.textContent = `\n", + " import ${name} from \"${url}\"\n", + " window.${name} = ${name}\n", + " window._bokeh_on_load()\n", + " `\n", + " document.head.appendChild(element);\n", + " }\n", + " if (!js_urls.length && !js_modules.length) {\n", + " on_load()\n", + " }\n", + " };\n", + "\n", + " function inject_raw_css(css) {\n", + " const element = document.createElement(\"style\");\n", + " element.appendChild(document.createTextNode(css));\n", + " document.body.appendChild(element);\n", + " }\n", + "\n", + " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n", + " var js_modules = [];\n", + " var js_exports = {};\n", + " var css_urls = [];\n", + " var inline_js = [ function(Bokeh) {\n", + " Bokeh.set_log_level(\"info\");\n", + " },\n", + "function(Bokeh) {} // ensure no trailing comma for IE\n", + " ];\n", + "\n", + " function run_inline_js() {\n", + " if ((root.Bokeh !== undefined) || (force === true)) {\n", + " for (var i = 0; i < inline_js.length; i++) {\n", + " inline_js[i].call(root, root.Bokeh);\n", + " }\n", + " // Cache old bokeh versions\n", + " if (Bokeh != undefined && !reloading) {\n", + "\tvar NewBokeh = root.Bokeh;\n", + "\tif (Bokeh.versions === undefined) {\n", + "\t Bokeh.versions = new Map();\n", + "\t}\n", + "\tif (NewBokeh.version !== Bokeh.version) {\n", + "\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n", + "\t}\n", + "\troot.Bokeh = Bokeh;\n", + " }} else if (Date.now() < root._bokeh_timeout) {\n", + " setTimeout(run_inline_js, 100);\n", + " } else if (!root._bokeh_failed_load) {\n", + " console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n", + " root._bokeh_failed_load = true;\n", + " }\n", + " root._bokeh_is_initializing = false\n", + " }\n", + "\n", + " function load_or_wait() {\n", + " // Implement a backoff loop that tries to ensure we do not load multiple\n", + " // versions of Bokeh and its dependencies at the same time.\n", + " // In recent versions we use the root._bokeh_is_initializing flag\n", + " // to determine whether there is an ongoing attempt to initialize\n", + " // bokeh, however for backward compatibility we also try to ensure\n", + " // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n", + " // before older versions are fully initialized.\n", + " if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n", + " root._bokeh_is_initializing = false;\n", + " root._bokeh_onload_callbacks = undefined;\n", + " console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n", + " load_or_wait();\n", + " } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n", + " setTimeout(load_or_wait, 100);\n", + " } else {\n", + " Bokeh = root.Bokeh;\n", + " bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", + " root._bokeh_is_initializing = true\n", + " root._bokeh_onload_callbacks = []\n", + " if (!reloading && (!bokeh_loaded || is_dev)) {\n", + "\troot.Bokeh = undefined;\n", + " }\n", + " load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n", + "\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", + "\trun_inline_js();\n", + " });\n", + " }\n", + " }\n", + " // Give older versions of the autoload script a head-start to ensure\n", + " // they initialize before we start loading newer version.\n", + " setTimeout(load_or_wait, 100)\n", + "}(window));" + ], + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/gridstack@7.2.3/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.2.3/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.2.3/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.2.min.js\", \"https://cdn.holoviz.org/panel/1.2.3/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/javascript": [ + "\n", + "if ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n", + " window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n", + "}\n", + "\n", + "\n", + " function JupyterCommManager() {\n", + " }\n", + "\n", + " JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n", + " if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " comm_manager.register_target(comm_id, function(comm) {\n", + " comm.on_msg(msg_handler);\n", + " });\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n", + " comm.onMsg = msg_handler;\n", + " });\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " console.log(message)\n", + " var content = {data: message.data, comm_id};\n", + " var buffers = []\n", + " for (var buffer of message.buffers || []) {\n", + " buffers.push(new DataView(buffer))\n", + " }\n", + " var metadata = message.metadata || {};\n", + " var msg = {content, buffers, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " })\n", + " }\n", + " }\n", + "\n", + " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", + " if (comm_id in window.PyViz.comms) {\n", + " return window.PyViz.comms[comm_id];\n", + " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", + " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", + " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", + " if (msg_handler) {\n", + " comm.on_msg(msg_handler);\n", + " }\n", + " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", + " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", + " comm.open();\n", + " if (msg_handler) {\n", + " comm.onMsg = msg_handler;\n", + " }\n", + " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", + " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", + " comm_promise.then((comm) => {\n", + " window.PyViz.comms[comm_id] = comm;\n", + " if (msg_handler) {\n", + " var messages = comm.messages[Symbol.asyncIterator]();\n", + " function processIteratorResult(result) {\n", + " var message = result.value;\n", + " var content = {data: message.data};\n", + " var metadata = message.metadata || {comm_id};\n", + " var msg = {content, metadata}\n", + " msg_handler(msg);\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " return messages.next().then(processIteratorResult);\n", + " }\n", + " }) \n", + " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", + " return comm_promise.then((comm) => {\n", + " comm.send(data, metadata, buffers, disposeOnDone);\n", + " });\n", + " };\n", + " var comm = {\n", + " send: sendClosure\n", + " };\n", + " }\n", + " window.PyViz.comms[comm_id] = comm;\n", + " return comm;\n", + " }\n", + " window.PyViz.comm_manager = new JupyterCommManager();\n", + " \n", + "\n", + "\n", + "var JS_MIME_TYPE = 'application/javascript';\n", + "var HTML_MIME_TYPE = 'text/html';\n", + "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", + "var CLASS_NAME = 'output';\n", + "\n", + "/**\n", + " * Render data to the DOM node\n", + " */\n", + "function render(props, node) {\n", + " var div = document.createElement(\"div\");\n", + " var script = document.createElement(\"script\");\n", + " node.appendChild(div);\n", + " node.appendChild(script);\n", + "}\n", + "\n", + "/**\n", + " * Handle when a new output is added\n", + " */\n", + "function handle_add_output(event, handle) {\n", + " var output_area = handle.output_area;\n", + " var output = handle.output;\n", + " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", + " return\n", + " }\n", + " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", + " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", + " if (id !== undefined) {\n", + " var nchildren = toinsert.length;\n", + " var html_node = toinsert[nchildren-1].children[0];\n", + " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var scripts = [];\n", + " var nodelist = html_node.querySelectorAll(\"script\");\n", + " for (var i in nodelist) {\n", + " if (nodelist.hasOwnProperty(i)) {\n", + " scripts.push(nodelist[i])\n", + " }\n", + " }\n", + "\n", + " scripts.forEach( function (oldScript) {\n", + " var newScript = document.createElement(\"script\");\n", + " var attrs = [];\n", + " var nodemap = oldScript.attributes;\n", + " for (var j in nodemap) {\n", + " if (nodemap.hasOwnProperty(j)) {\n", + " attrs.push(nodemap[j])\n", + " }\n", + " }\n", + " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", + " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", + " oldScript.parentNode.replaceChild(newScript, oldScript);\n", + " });\n", + " if (JS_MIME_TYPE in output.data) {\n", + " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", + " }\n", + " output_area._hv_plot_id = id;\n", + " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", + " window.PyViz.plot_index[id] = Bokeh.index[id];\n", + " } else {\n", + " window.PyViz.plot_index[id] = null;\n", + " }\n", + " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", + " var bk_div = document.createElement(\"div\");\n", + " bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n", + " var script_attrs = bk_div.children[0].attributes;\n", + " for (var i = 0; i < script_attrs.length; i++) {\n", + " toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n", + " }\n", + " // store reference to server id on output_area\n", + " output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle when an output is cleared or removed\n", + " */\n", + "function handle_clear_output(event, handle) {\n", + " var id = handle.cell.output_area._hv_plot_id;\n", + " var server_id = handle.cell.output_area._bokeh_server_id;\n", + " if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n", + " var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n", + " if (server_id !== null) {\n", + " comm.send({event_type: 'server_delete', 'id': server_id});\n", + " return;\n", + " } else if (comm !== null) {\n", + " comm.send({event_type: 'delete', 'id': id});\n", + " }\n", + " delete PyViz.plot_index[id];\n", + " if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n", + " var doc = window.Bokeh.index[id].model.document\n", + " doc.clear();\n", + " const i = window.Bokeh.documents.indexOf(doc);\n", + " if (i > -1) {\n", + " window.Bokeh.documents.splice(i, 1);\n", + " }\n", + " }\n", + "}\n", + "\n", + "/**\n", + " * Handle kernel restart event\n", + " */\n", + "function handle_kernel_cleanup(event, handle) {\n", + " delete PyViz.comms[\"hv-extension-comm\"];\n", + " window.PyViz.plot_index = {}\n", + "}\n", + "\n", + "/**\n", + " * Handle update_display_data messages\n", + " */\n", + "function handle_update_output(event, handle) {\n", + " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", + " handle_add_output(event, handle)\n", + "}\n", + "\n", + "function register_renderer(events, OutputArea) {\n", + " function append_mime(data, metadata, element) {\n", + " // create a DOM node to render to\n", + " var toinsert = this.create_output_subarea(\n", + " metadata,\n", + " CLASS_NAME,\n", + " EXEC_MIME_TYPE\n", + " );\n", + " this.keyboard_manager.register_events(toinsert);\n", + " // Render to node\n", + " var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n", + " render(props, toinsert[0]);\n", + " element.append(toinsert);\n", + " return toinsert\n", + " }\n", + "\n", + " events.on('output_added.OutputArea', handle_add_output);\n", + " events.on('output_updated.OutputArea', handle_update_output);\n", + " events.on('clear_output.CodeCell', handle_clear_output);\n", + " events.on('delete.Cell', handle_clear_output);\n", + " events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n", + "\n", + " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", + " safe: true,\n", + " index: 0\n", + " });\n", + "}\n", + "\n", + "if (window.Jupyter !== undefined) {\n", + " try {\n", + " var events = require('base/js/events');\n", + " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", + " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", + " register_renderer(events, OutputArea);\n", + " }\n", + " } catch(err) {\n", + " }\n", + "}\n" + ], + "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n };\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" + }, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "\n", + "import geopandas as gpd\n", + "import holoviews as hv\n", + "import numpy as np\n", + "import pandas as pd\n", + "import pyproj\n", + "import stackstac\n", + "import xarray as xr\n", + "from shapely.geometry import mapping\n", + "import rioxarray as rio\n", + "import hvplot.xarray\n", + "import hvplot.pandas\n" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "d939b76f-32f3-48da-bce9-4a082fd0f473", + "metadata": { + "tags": [] }, "outputs": [], "source": [ - "test.to_zarr('test_DataArray.zarr',mode='w')" + "aoi_utm32 = aoi.to_crs(epsg=32632)\n", + "geom_utm32 = aoi_utm32.iloc[0]['geometry']\n", + "ds.rio.write_crs(\"EPSG:32632\", inplace=True)\n", + "ds.rio.set_nodata(np.nan, inplace=True)\n", + "ds = ds.rio.clip([geom_utm32])\n", + "test = ds.isel(band=0).chunk(1000)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 37, "id": "698991c9-d910-44a0-a7b2-569464614bd1", "metadata": { "collapsed": false, @@ -437,9 +10884,26 @@ "outputs_hidden": false } }, - "outputs": [], + "outputs": [ + { + "ename": "ContainsGroupError", + "evalue": "path '' contains a group", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mContainsGroupError\u001b[0m Traceback (most recent call last)", + "Cell \u001b[0;32mIn[37], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[43mtest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mto_zarr\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mtest.zarr\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43mmode\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mw\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/dask/array/core.py:2948\u001b[0m, in \u001b[0;36mArray.to_zarr\u001b[0;34m(self, *args, **kwargs)\u001b[0m\n\u001b[1;32m 2937\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21mto_zarr\u001b[39m(\u001b[38;5;28mself\u001b[39m, \u001b[38;5;241m*\u001b[39margs, \u001b[38;5;241m*\u001b[39m\u001b[38;5;241m*\u001b[39mkwargs):\n\u001b[1;32m 2938\u001b[0m \u001b[38;5;250m \u001b[39m\u001b[38;5;124;03m\"\"\"Save array to the zarr storage format\u001b[39;00m\n\u001b[1;32m 2939\u001b[0m \n\u001b[1;32m 2940\u001b[0m \u001b[38;5;124;03m See https://zarr.readthedocs.io for details about the format.\u001b[39;00m\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 2946\u001b[0m \u001b[38;5;124;03m dask.array.to_zarr : equivalent function\u001b[39;00m\n\u001b[1;32m 2947\u001b[0m \u001b[38;5;124;03m \"\"\"\u001b[39;00m\n\u001b[0;32m-> 2948\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m \u001b[43mto_zarr\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;28;43mself\u001b[39;49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43margs\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/dask/array/core.py:3721\u001b[0m, in \u001b[0;36mto_zarr\u001b[0;34m(arr, url, component, storage_options, overwrite, region, compute, return_stored, **kwargs)\u001b[0m\n\u001b[1;32m 3717\u001b[0m store \u001b[38;5;241m=\u001b[39m url\n\u001b[1;32m 3719\u001b[0m chunks \u001b[38;5;241m=\u001b[39m [c[\u001b[38;5;241m0\u001b[39m] \u001b[38;5;28;01mfor\u001b[39;00m c \u001b[38;5;129;01min\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mchunks]\n\u001b[0;32m-> 3721\u001b[0m z \u001b[38;5;241m=\u001b[39m \u001b[43mzarr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcreate\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 3722\u001b[0m \u001b[43m \u001b[49m\u001b[43mshape\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43marr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mshape\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3723\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunks\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3724\u001b[0m \u001b[43m \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43marr\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3725\u001b[0m \u001b[43m \u001b[49m\u001b[43mstore\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstore\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3726\u001b[0m \u001b[43m \u001b[49m\u001b[43mpath\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcomponent\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3727\u001b[0m \u001b[43m \u001b[49m\u001b[43moverwrite\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moverwrite\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3728\u001b[0m \u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mkwargs\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 3729\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 3730\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m arr\u001b[38;5;241m.\u001b[39mstore(z, lock\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m, compute\u001b[38;5;241m=\u001b[39mcompute, return_stored\u001b[38;5;241m=\u001b[39mreturn_stored)\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/zarr/creation.py:203\u001b[0m, in \u001b[0;36mcreate\u001b[0;34m(shape, chunks, dtype, compressor, fill_value, order, store, synchronizer, overwrite, path, chunk_store, filters, cache_metadata, cache_attrs, read_only, object_codec, dimension_separator, write_empty_chunks, zarr_version, meta_array, storage_transformers, **kwargs)\u001b[0m\n\u001b[1;32m 200\u001b[0m path \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 202\u001b[0m \u001b[38;5;66;03m# initialize array metadata\u001b[39;00m\n\u001b[0;32m--> 203\u001b[0m \u001b[43minit_array\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 204\u001b[0m \u001b[43m \u001b[49m\u001b[43mstore\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 205\u001b[0m \u001b[43m \u001b[49m\u001b[43mshape\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mshape\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 206\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunks\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 207\u001b[0m \u001b[43m \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 208\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompressor\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcompressor\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 209\u001b[0m \u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 210\u001b[0m \u001b[43m \u001b[49m\u001b[43morder\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43morder\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 211\u001b[0m \u001b[43m \u001b[49m\u001b[43moverwrite\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moverwrite\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 212\u001b[0m \u001b[43m \u001b[49m\u001b[43mpath\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 213\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunk_store\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunk_store\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 214\u001b[0m \u001b[43m \u001b[49m\u001b[43mfilters\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfilters\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 215\u001b[0m \u001b[43m \u001b[49m\u001b[43mobject_codec\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mobject_codec\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 216\u001b[0m \u001b[43m \u001b[49m\u001b[43mdimension_separator\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdimension_separator\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 217\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_transformers\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_transformers\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 218\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 220\u001b[0m \u001b[38;5;66;03m# instantiate array\u001b[39;00m\n\u001b[1;32m 221\u001b[0m z \u001b[38;5;241m=\u001b[39m Array(\n\u001b[1;32m 222\u001b[0m store,\n\u001b[1;32m 223\u001b[0m path\u001b[38;5;241m=\u001b[39mpath,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 230\u001b[0m meta_array\u001b[38;5;241m=\u001b[39mmeta_array,\n\u001b[1;32m 231\u001b[0m )\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/zarr/storage.py:451\u001b[0m, in \u001b[0;36minit_array\u001b[0;34m(store, shape, chunks, dtype, compressor, fill_value, order, overwrite, path, chunk_store, filters, object_codec, dimension_separator, storage_transformers)\u001b[0m\n\u001b[1;32m 448\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m compressor:\n\u001b[1;32m 449\u001b[0m \u001b[38;5;66;03m# compatibility with legacy tests using compressor=[]\u001b[39;00m\n\u001b[1;32m 450\u001b[0m compressor \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[0;32m--> 451\u001b[0m \u001b[43m_init_array_metadata\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 452\u001b[0m \u001b[43m \u001b[49m\u001b[43mstore\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 453\u001b[0m \u001b[43m \u001b[49m\u001b[43mshape\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mshape\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 454\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunks\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunks\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 455\u001b[0m \u001b[43m \u001b[49m\u001b[43mdtype\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdtype\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 456\u001b[0m \u001b[43m \u001b[49m\u001b[43mcompressor\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mcompressor\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 457\u001b[0m \u001b[43m \u001b[49m\u001b[43mfill_value\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfill_value\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 458\u001b[0m \u001b[43m \u001b[49m\u001b[43morder\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43morder\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 459\u001b[0m \u001b[43m \u001b[49m\u001b[43moverwrite\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43moverwrite\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 460\u001b[0m \u001b[43m \u001b[49m\u001b[43mpath\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 461\u001b[0m \u001b[43m \u001b[49m\u001b[43mchunk_store\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mchunk_store\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 462\u001b[0m \u001b[43m \u001b[49m\u001b[43mfilters\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mfilters\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 463\u001b[0m \u001b[43m \u001b[49m\u001b[43mobject_codec\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mobject_codec\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 464\u001b[0m \u001b[43m \u001b[49m\u001b[43mdimension_separator\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdimension_separator\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 465\u001b[0m \u001b[43m \u001b[49m\u001b[43mstorage_transformers\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mstorage_transformers\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 466\u001b[0m \u001b[43m\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/micromamba/envs/bids23/lib/python3.11/site-packages/zarr/storage.py:523\u001b[0m, in \u001b[0;36m_init_array_metadata\u001b[0;34m(store, shape, chunks, dtype, compressor, fill_value, order, overwrite, path, chunk_store, filters, object_codec, dimension_separator, storage_transformers)\u001b[0m\n\u001b[1;32m 521\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m ContainsArrayError(path)\n\u001b[1;32m 522\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m contains_group(store, path, explicit_only\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[0;32m--> 523\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m ContainsGroupError(path)\n\u001b[1;32m 524\u001b[0m \u001b[38;5;28;01melif\u001b[39;00m store_version \u001b[38;5;241m==\u001b[39m \u001b[38;5;241m3\u001b[39m:\n\u001b[1;32m 525\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m/\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m path:\n\u001b[1;32m 526\u001b[0m \u001b[38;5;66;03m# cannot create an array within an existing array path\u001b[39;00m\n", + "\u001b[0;31mContainsGroupError\u001b[0m: path '' contains a group" + ] + } + ], "source": [ - "test.to_dataset().to_zarr('test.zarr',mode='w')" + "test.data.to_zarr('test.zarr',mode='w')" ] }, { @@ -939,6 +11403,46 @@ "We will use this catalogue in [dask_introduction](./dask_introduction.ipynb) chapter. " ] }, + { + "cell_type": "markdown", + "id": "d36efa13-b1e5-429a-9b2c-537b07d9e49a", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "## Operations on a chunked dataset\n", + "\n", + "Let's have a look of our chunked test dataset backend representation." + ] + }, + { + "cell_type": "markdown", + "id": "1302b99f", + "metadata": {}, + "source": [ + "` test.data` is the backend array Python representation of Xarray's Data Array, [__Dask Array__](https://docs.dask.org/en/stable/array.html) when using chunking, Numpy by default.\n", + "\n", + "We will introduce Dask arrays and Dask graphs visualization in the next section [dask_introduction](./dask_introduction.ipynb)." + ] + }, + { + "cell_type": "markdown", + "id": "5da222df-6f45-434c-b741-34ef27352199", + "metadata": { + "jp-MarkdownHeadingCollapsed": true, + "tags": [] + }, + "source": [ + "Anyway, when applying `chunk` function you may have the impression that the chunks sizes just changes and everything will be fine.\n", + "\n", + "However, as you can see in the graph visualization above, Xarray will actually have to fetch at least one entire initial chunk that was defined when opening the Dataset at first before rechunking at a smaller size or even selecting one value. This is true when applying any funtions on any values: Xarray will work by loading entire chunks.\n", + "\n", + "You can imagine that it will not be very optimal if you load one file as an entire chunk, or if your initial chunks are too big (your Python Jupyter kernel may crash!), especially with large numbers of files and large files. Choosing an appropriate chunk size is really important and depends on your analysis.\n", + "\n", + "You can find a really nice article by Dask team on how to chose the right chunk size [here](https://blog.dask.org/2021/11/02/choosing-dask-chunk-sizes)." + ] + }, { "cell_type": "markdown", "id": "1665722c-4c65-4334-987e-1f5bc4841036", @@ -996,7 +11500,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.6" } }, "nbformat": 4, From d110bc059a00308c9b9f162cad0d5a0c33945f72 Mon Sep 17 00:00:00 2001 From: Tina Odaka <46813815+tinaok@users.noreply.github.com> Date: Tue, 31 Oct 2023 11:21:35 +0100 Subject: [PATCH 3/3] Add files via upload --- tutorial/figures/chunk_original.png | Bin 0 -> 83908 bytes tutorial/figures/datasize.png | Bin 271359 -> 269974 bytes 2 files changed, 0 insertions(+), 0 deletions(-) create mode 100644 tutorial/figures/chunk_original.png diff --git a/tutorial/figures/chunk_original.png b/tutorial/figures/chunk_original.png new file mode 100644 index 0000000000000000000000000000000000000000..03dca648efa74b9af4f1d5779eaea7f7624a5ea7 GIT binary patch literal 83908 zcmeFZby!u~+cpYIKuQD=0Tl$Kkw%e_mXH)dNeKZ(>F%%)K|va&L`vz9E)|gyq+1Ya zB&3`3%(ZaKe$Vf{&U?Box-DzXpYcE|xaPeXvAbgyBa^QwJkD7fTB(dtsML4CpI_;b-JyZU#E^ zB@Xv4F=#2P(Mem|nbKY0;^E?95F@0cqZ73=F%wpok=-8-zg=Ruw{bAHwxUDsYh-Ng z=x~XF0eR3r|1k4(FgN@ABrE&<*Mb-1M*hOh%f-X}pN5&bnEyA!kiTGtq2CMhI8o$g z!s@2>))tP)tTe669mM!V(a-p=AOD>sW|Y?7VPd=j0^Gd&!w!D_U&m*M?(ZNnk0+NNTuX{~A0TbNuq=!tdMKS|pMkmvLLK zsrWMa=b_BVa8{1vKD?%;`kDX7y%SeQ?x#f^a%Qhzz7cYT$LRhw;xr#c4XvicB>fZq z4IlZe#XXz98A-KRyo}ymnaD5F@6;UBA9@+;nUemF|J@l%e2sMG#i@J-OI?CfD115} ztUq6Z3sAC?419|^_al>L>8*&daY!Yw_PI#onuM++OJ&7J;!3P1TKQPiz_Inpf@ zeF|CKE#^HihE#%%F_?^}Q0*zrzd!ZIZ4%;9@bDfu`RCE-Nsu0+^C7sJ^WdKe!Kd|H z5?GVa2_Nj_&ff8w&!lckQXsEfeoO3-<%>+14u{8ln?6dw zJmj>)H_4FjaMRt6w5w;I=_=dQcJ>hcGN)*9Vt>U?&4mI}34MEtq%~Ss;m^p|~^XL&toRzacVSg6GM`?^oGL*HTp$fB2n=7^)W{$LxnUA!&8e2RS2n z{kBrad#+ovMePaa1zu;MaCl8AlDxEW?n^dVKdO3ZZ#>={s~gdNl@cRlkyzM)0gR4( zW-W1?EU^wD#3uz{-=qR5zmvi+LlGsHRT)Quj)O@2GCM0 z@st1_tL3L{?c85zx!8L+SFyE zY}Zm4+h=XL(OSTE4&MA@EahBRkkB}l>qM;c=-bpdLgy&acmmRz^^8xU86_X+WWCp> z+U1y)qJmAF>t@lil9ULm&c3Si(4F>zMbx>QX5UvllUIAWYt zxp~)h^0i;c#CS0|q7S}d$LV|&>aFsJ944A$O@DlR#AjTCzlE)izs)8=`bq9JJ8p(# zlMnVGlhL{tnyw;xr;uf$`;3cks9t=Ch=|B^d9rnJcWb`U_6tqqN6sHz9MV2?DSTli zvW(dGNZ+UioDVjVMk_EKneVi}Mxu%x{-h1@1)LGGZ*;On6sJ(fJbF#PoK5%NwXJ_F zahV9`LDbR8p<5(O?T_T6vTw9b$DDyj%8O&iRVNw5w=v)(5-u<@vmZUop+!ekGdZ6c z@1?_4_A8IDk|9+Nd62vyHY&dc|K=*(7s^|mD|QflX$DVG@dkz=j}F;a3{Vab%Fvw~}j>(kVp!?oj} zS3L1G89MLZozAX)i?(5H%3wzZ-NIJsf_<LNQ7#>-iW{W=KKjlY2KO2n!`e`pGW=*=!{R1^<$o#W1#O?-nD9 zFQAtx1eS?W+s{S>pYZ|Ak#G6F_xy*GHEB}uVxA@+9}?{1z8*u1?*(iW)v3b-IHdT5 zq%}B9>-rR^X1ej|^z4W)wC)+~R*&wXmxnPLmM6p!zvzJkABZ*MHS6{Hn=z72mPLci zXXTzRpTXgjMP4`up4)R#p3cYT8Ym8%R4E@WT$N+=$)wr`JKU8>j|eS|^*H#3AsN!e zG&mtw!8B02e->XGB{rsYo1`z<-JIDuB%w%#I1vjla2H69;nR^Sz-1xC8{zcB#Kv)6 zo8~3I@*3HHw&@-EulLi23!~jxcILl=s;`d(w7ro#N`Ql!8gkKjf|#nm?&2m6zHvG0 z)s#dWm|{~j|5wVJR)eMQ6S?YL(GL$%f_<(Re%LQbM*)|rzm9BMqm7kp`qi7CtQg6K zn9yZQ0Zz28;1g&Zoy`qhMG@!AZ*gUH;N2yC)Bp4cb}zjBRDYI8Rki$uLs_@42 ztPSrO!qYl}(q03{gG1C`a96H>^f<=vx#?iuSMc`e`8#|t(cv>7I|6ev@R)jz?DAuG ze`M*GNp1b2Q=>(_xKDNDW~EL``NKt?@zdXND>tV(q6MvKu>+m?t{@x6hS=kf!SUIY z?6NswYh1QR64W>!ae4iyhXV8I)p}8D-`%tIY(G%1Qi4B*ZgfQX7 ziJIfbe=jr9Yzg)D3%D#8*4Nbqlbw}i+{(1`M$3&UDV-17AzDo`3BzoO1%;;Xr&s?t zc;7`zLwxOxS9Y>Er0drbR5H(%%q()niGtdl9ok-3OtT1;^;39%_j~27*H#wkM@|XW zr+nShy}RzSvl{+jhK4ln`TNi&$AAkv%%=n`3CTRI=zw zeH|9c3uf`#e!kranG+&_@I@Vwme0b0{g?lI0uH(b27AqU_C4Pp2)Fp-acs-}-Vc9W z+Xt(*r9!nIEqIul%JahhAD`i|+V^wl$A}Y=Rx=hZ_b3$ zWL{Y5<~UaBBq=E=wNh}*@l87gC1t=aV_vfHpiG|v`g-3{iiOn`v&HY?&X51T6BbJB z*f2q0knpP%1~m#4r;fmygEkGGnWtSyXefC%Dc`j0p4b&XU)=aoliRlyAKO-2V1W>k)fS^zx?&<%F~a@ zl;a!%=`UXmxG5Gr!=;@Ug~i--`{6lQAG%oFL~ql`X3kX01B*)+Y=`V&x9I@SfmPcD zL;Bl#sNL@19;(0|j+F+ULfbOT)>c=+;N4kwor8PWfOsLjNZU^b9=*2R(!@a&eSQtNPgIoa2*#LylX zh%-X*gsM8DhxEysp83_A4^UxDCLk z?yX+pL|= zQw687aoD8|KiuDlODelpc)8tIFQq-nInEonXg|Sd*-D={iE90ORw%Khf`O&IoHL8>?`QR9@ECX|~V3 zG!yK3Ar`Y>(K8d%&Lk@;UzrStW6Y zQ@610DFuhr^;Z`xLm)E~348vY|911~Xx>|okyJ#Zz-wm{i3Wsr*MCa8`pmu>;f+hRj_Jp`;T`;{-qfF!WSfs&dv&ejyLMZd2r&Hg;!Z~g{ zZo}-!z9*5miyy}3qg~}yL4CS>;Ukf4(dw5o-eE-C<=?1Y=Fpi9YNlVW|MpsXY$m%Z z;&!~}_1(qDs+x>9xV3@QxA3m(7FoRy&(<$1y|wt=`U9(UG9lYcxN zqKpmrH8jy^#i9+O^MV?ltZ$x2ukghN?#R9y;8&sPM1pZQ{F-7(N%7yErve zRrRa)mUnxh`e~1a4{6z^fvfWk|?vYKZP}gg)BpSuVH*>bw$ZF7d2j$aZ;wo)@>)oQdN z2j)W;+=n8-X?xv@Fj_db21YbMD}->J8BN|Al7-&*|M^_m@s9iusdwTWOk4v)7r zbd^7+5qW8E;UItVUl>kOq{Mpe4Wqtd`w11H*@E^a7Ut40+wy)8#$WH+(r<9zxLFW* zFRMh>fxv8L6_VuW`jhAH);%~XM&ISE*4eoe07W=#vx79@y)Kf`QqD=$-Pwa!L(EQS;fU# z%PcQADQ1}4RHo7U#h48@PdWD?;DW)#8?B-@&xIRaE*E$Y`yReB+xOmdYjyVZ;-=rz z=Fj`t?!L}1Q!bpY4tpf!7oT~vqR;6mv+~QHwwvUBv~FpWjRFt)8^Sprlx@pm`7$0y zySK77Bf~BhmeLG2QR%w0Q=Y}KB!`H^9P68#Bk+z)yH8VchBY}l;%gfjy_hIeBSjQ~ zZUvW}$)|Pg{l%d(p?9$CYsln!P*gi#6kGH&b(X!$uT`br!A8Ah`jj;qe)!^X+Ea$B|a?g6zW4ZZ@V_6TKr zau9j1*WS*W%)6`Th#9kBV16YM)KO6nNQC9z-6+bYG}Ko(M+=g(-FjW`2GgyB1{K>I zU*ihan=nw8V&&zs`O5s{3TCg3F-qO5`gg;R95fc&^lIkVO8I7AEfW1jeYK0MVz+;P zIa9c_pI#n(o$wRY1(y9?cqNwo7oyMKi{RwGZoIiXmBr9pU8m^-((;c5B9%YodxgkQ z*y-1#6nKf39Nap!U~GqlJvOIO%NFbYUI-z?^6|6+EZIXxCLX#UF}$9Ab5>y$0J89n zrHTHAIL9t+v@}M@{mb&U-Kee<(84WRGT7UU9PnHle4TFby~7(=xJ0R7mQpmYm3FHC?qKN(y}{sGAGZ!$ z^vsD9Cm#2GMuV3=;yCQ*eM*+w6fLm>kEy;CP&g@Qb?&Te;1gD_LC5a;kB^8fzc`wY zf3I-wUz7)#SR{Zf=;=eNcL@n}uibR~OIxR&1_WI8KGv(AYsD~|gubi9BB9HcTYk)3 z6*#QL;Ri=cn^ROxm#3P%_qGiBa|OSe`c~FZuWpEmhtBU@9*pZ>#9h84nEs8`^86bIDy@aLicU_20(aDgu2tQ6{U>%1EqZhxZ3^FV zt4(1ChCHL@mo0Uk=R!Q0qD^~>a+c^l*+?$^rc~}OQLs*QuDE^g@6At*U%BGchl&~) zxDXOPHp|B0cuRLGCeje=&4++)uhwS8@lwTzbId-!m-l$k7HaA&=?+I3;oa0`*ZP*0 zNJzkI9Ur~2uGIeSK7R?`%5&tMoYB7o?5Hn0fngXI2Zy4=^G4~Tml#14JT$(l#0uB1 z|Nc1!G90AC)h0P{EmmH-ouQNEUmh|`;#-hX#zD_|EO zs4Hg8F>E4EzwjwK!)x7^C+Uxzx z20#T9DHPUw0C|nG(Pu{^JNv#=Vi8}Xmo#sbepuyzzDUq%B5`YSYO(6UwU!t(xIn<`o!zU_4%&wu>AH%t%d=|X zMK$j|nbit%mJ^i=)0*eqRnc%y}Sj2kU+UFpOi)Bt?%Ugz*dR zv<_V32Wf=VIL$&uMMV!W^*dXv5b)~hS!|kNl3MAmT&IwdEE0N-bLXCR;yg#^1W7L- zpg-xztSm`KjS<4a145`7T55!IEVoUF`vaEj14@YABUSf>kYI_L9zo0GZ~IOf^d{Rk zn*ZBp$6%@c%_w{wj%$I9%+N3E>MBS~WSDA84&X$G9mCF$jZ}G~?ua8>12E(%L8~zF z-Stly*&L_~7Ck&a>}RX?cJ1ou{d%T@XfM6Qs%4f!j2fvCK6N|_v+X0KJtg+3fmFOw zDnet&g%+w0jpckI;rAxFw5*1N)28vBt1lpo`eG~l6fIRXXC<)6gHD*DH`;@90ermT z()d@?^@SgcQ>pQ#=f+#&x#6*89qBhzXeE}t=hWF zl=_U~+Y8c7T@euxSN3*y#^U$3Q^Uf-YR;*`L_x&nLHxdFvic)#VfdOa7%+t@ubmOA z9YyX6lXKdG&00_0BnKSdqVGz2(??2Yh@cdzZ2LCLp zm7;K?aC_m$|K?ZbmCLU`C?olFm%?~ynR6uGE6vwcek3#}SGS!9Z2cxjwTJ5(`OdVlU9--r{I{$wEnvP9)$=G~`lT%vpH;N1 z%22rc{!FR=CEj(M`o==yBL~eq+n=@mc(gwXy|;g!IX36isH!K&r zN{Eef?D%ARYEkM-;hT)$kau*F+yE2RIZQFNGWtEJdym7NQuw6w&8Nx=Isn$1s+uKVmg$&*L&aou}i{N&R z8(GjbH&R`gdm$MUsYC)X3eW`dcbOlE94lH~a~qllwyO2le&#BVmv*M#c9Xu6qoJMZ zKR!O*0Kp2!V5ws$WMsW_BVD@I;WQ#nQTApQhvm^0REDBwi(99|__Pc z`VnBkhmvUf1EElYM6u=+A!21BsxxrR9b=%~!+ z+VE43tYApwd-EK%N1={ZAAaK|+uDGA5M;-DFTf!VTxY&+JW}It*Qt5qGUtW69cgJ_ zgb)aD{i=^?*iO$(0X3r6bX>lN&v>W_JI|d9K?NC2|*Twz!yCp^>bRkW< zs40)g{0pdyG4$KupzVlnutZDTrLj;|u@{h>JzQ+KH&MAY7y9C?TtxTO#iMXbh@Oe* z6)^yGg@i)AimKpMbz|?M$NV(2jLmt?0*;@lHVas461Hw`UFLvvXRvHmx>V{}Mgomz zP-6&_;wU8Ik%B`W?b`$-98hx9jn3+;^7f_{c1W8&ZF(tn)`Srx!dHN-j^{hyY5CB? zZ^SqrY{4&H7!{Uj?hu=sZ)=QQaGd%s9XBcGD@XL3gB2jGVQvTsrA0OMPQw zdRWB#K*_a2t3h_%LW>vY?{(F&rN)FTIPR_gJX*5UEHVa3I6>^KPmhnZL1{+qB?by6 zi>qFMvH^PKC4FC>zxQr)Okm%CO{yluIM^1D>Mu`4{@rB zZ6uu+De!LM{Za?TGfuD^1Y;Ov@~?eSQ$cxdF0VQ;#}@Hf_7$jU$MVF6k6CK6Kv=ME z9a5|@)`39#OCK2I#t6>HvBt>6|&>1I+B-NTPczfYEH znVQY%JE$M966}8JkWKK#hiDzLoG_>4(qr9x!(G}TF^VV|;JHEpmz7$gct2%qLHMVb zsq>y8;wN(d;oIPv#n;3v(LmwCIU4{z8UYdb@pk)G&?V-ooz++6Pz{S~&?TBW9qqll z6u$_CIi37o^!4l44Cimy1^h&ZbSyr94^L?%a8#kc4l;FZ?`C2rp#%UQC!>rG{L0u zXo_4AZ5CfwAQH%qd=4;O82->!>FK^S@$z2Qiy*O0d8?`&r+ZiJ_rM+5jlDpdxc&7* zDNfd9rK$9{) zuuO0i9Xa{v`_P*>9aYD?>O&krOj(24TY{YXu2Qhc0|O8>yXz~UJ-Y~*IuWk6nV=0KP1@Yj{-USKi55Ei?Y zjQCZFXdIUprqSzZfCT5_K!{SyZcNL~)@#Z!q0~IUHho;+}vRDYbVVbm6hpjer>X>7;=~cYk>5gUlOt-L(bt%`t@UypejnHJaY z6iUgC0OH7FU_;$hH5#Ibs0JbP23pMw@p&Ew{xR5OIC=T``s52M$r0Y$zvX&PUcP*p z&uZXecdm_Vvs8A~ZYifr>(4JV&N2B^=Ew@JLFiYxhmVB`?UWO4x5O2G+SD)`uJ$b~ zH#7!1N#5S7bG) zGgr0e)qWS?rp1p$+;sqQndIj)uL3wHwDl|Bv>}YG%YuJ+!+URjujFxTtZgkdpZltX zt~Me(SSW@jmC@%Gvn5*EhvZa3c1a!p_3)XuCE56W8Xp9%$Re2kMpf}06OkOo6CL4+>Zg<$9hgow-COnZTVe9~E0qc=)RO*bEND zPGJP(%r)$_w#fPyA$vIMb`o7;BMp*xcJh1^MJ=;x+_}^^x4S*>0D%}Xg?J&)_%q?s zI(SfS@cxl!pI>CKaJ`)(<{B+zpThr20CD*~mqE!-5IbQ)qbE$?07!0)UzzD{1RvBi zQX2JG%u#4M?Tub%cIh;GYqgBuYj8!LdG@J0V_7ae5bUyxbpROWn zf(=v{Br07Te`VdEYhA%);Jx$yUWsXDh9aw=)qob15bo{@n77HOh;5AKd{F5Kutfug z5EN|?V+=iMwh!0q?Y?{22*N(P)FQs7p+BP~7)uFI*~yJx`7NWxKcDB*8l!Oqx~GsM zCJx)+qjv;5)hA0fWl6K46gTpQ6-a*xYxUV6Q3eoCjv4c}Nbr`B=!f!@N! zV|9&<9FfDHUBv;<%Pp`T`o5BYav`P`lpr4s!5;+^pZz(b< ze-ZMh=OcwlkWN{0{QA$on&lNZsIuz*sY^m0^|(*-g$Ss<-v&ukHcfk+I;xtI{vs^m4fBsT62;L}Ak4hggq~?uW2faRgji>1suN3e>YG@Eb}aev4VfBZM1sW%Hw;q({eaoeRV;j!V}^vu=QS6ugNL z;qp{_e|xXPzFBi${lx~!kJQv15di7K>IV`5H2k(K;ehtoMIuIm=+0Vr=( zHnga6F}_kG{kk$C5m7R*WO%t(5cL;>tUR|lw)KZ;yw~R24O*&8l4fQplMQAf&U3&= zN_p74(a2p@2jOBekeyzOVo0D-H7)44N(&uV-T3x5uJRnt+WOtYY(F^N$zMUwq;+K? z*8_-vg?$h)=ZkJmzClddhX;rIQB<4&g!QOlk!Pf<>SbUDj^9&L#UejGA_zucLEN`u zFOmK}5@Uh=yx==n=G@=*@`+%=ovw`NdvT3W@6(&G94O9>aUG8?+=lR_E`k}u$87Tb zA&qt=J`#++!|dK&KfxH~F<+WJ$0)AhDxy#e`Ji0e16u_&h<4GvlW?st zuXc^I@x5An>bDM;p8g_Y1s#B9pwJzctdE|G>4|RytId`G2sCFznR^NbI`-#(*=F7%o?eWjILZ0Q%RH2QjpXt`515 zEX$g%Ac`s-Zwnq&y$7h>I^({@kW7G(D68{hZO|EOu4kuTKjm--7$&RSWn(*M@M~(iMr| z0Tucfk@}%sS#Z##@ho~3tJzIF@X+>-^a(o;)K1NTSC!cW-kTjP|M4SyA1xtBM<|x{ z5C)D5i-G|K=3YA5HbRJt#&{l|va$(pU;FwCQtvDev|3aVX{?E0&7#9!3A%`CB#D5% zEu!Gy;=0i8IMWqQLL*$~dzki43MKc=bDQK=BH(9}RpZ6Re_ycdd&prtJ~e_Z>giwi z3E99B2){WeK0U$8);l$IjESktVl2kIUsCR)c2~61@gk;J(^zv|qyPM?U?>2U zH!9lD;T066A-wwWQg_Z3a034LlmWMy%q;tv_An&d3!iVgGgMho4w!wj#SLK*5nbSd z(m{5cGeZSs0N8N`>RLh;Y&wu6N8I}yjQ?XGh@x$=^^IHr$?Q|-b|G%?0wGX|smpk$ zdgtRM->Htbp@F9aRh|n^r@3%Tx+2b25T!J-rhKDa4Q=A{2q$y0xU06+OPyw?r!?N* z?F>P3?(wg$C<$+V)a)n`I7v12(EEO*jnpVoE^>#ee_{9iOUPhs9Am;!z($ZFrgha$ zp$C*`#zPuTb|8jg88=**MV4iKM!jCxIt3`lS@zQ+21u4*-klYD+P;Z5ks}mSfpQ@? z#E%waxk3+A@_Mm{7M<>@?s@I5rvb+&3ZL!GPc<>^9lAm*JlTWr#Q+ypS5q@=7#kgx zx3U@~7$v#+H|g`UDoOMUe#CX$Xab7IFQDY!P&DK!VB zPVFo5WLR`bU#PATbawo;MKrvSul-|-G}YdM3%rWNB>ZMgJcnwaC|gq=;x)Ck6w2f%79MqqcT_)p>uH=~{{s z!HtKa=nV+~iN<}PkJ%gs0uM<1>;QafXjgTA)lD%a`eG3tC+1%={Vx5X;At6k1|&>4 z2=p4`PYy&t0Q8c4`7A{RP!f^>07N+JOLCF2T^n2{11GI%_*TCP4n>KVx%~{5`05aLHIy`vuvGs` zCN=N~3Ykqm+{ax+q8g}~O}LFDa*tT_<|R+w^}v)hoUk7U_g<36)GH0iqab@#iWeJ< zNc9I&V%_$}($`_LpS91je&+HCtRq3Nj9&`kFEzITsdL1=kR^qNT*Y8kzl~DcP0$N8 zkJ=2YDY*nQAG=Vac!=7Q*X-4WRp+IQn-w}hF`p?H_zww&f*}-+vr@ScEU@3Y>XLf+ z!^O4U+h<&VJfhTdyxkl#)o>PpI2Vx2Zb%%v027EM`iNoMX5puVu5cKOfFB!M{~1&i zyScMARFsUNGvp9b$HTZZLth}j#AT_e=QUn$jxMBeV2lA1BxkGJ1{SH1!s$Q%%CD_c z$`Y3O7j;sUo_+U(=JrBjciq>onNJj>Cpze4Cu(xgODJ=qj%WAh=_ejhX93dsg(?+I zx5}KpEwA`9mA&Y#;@a+ujJ2!TR-DwWMbetzk9Ds`OSF#DFgz3X&l=IB?MEV4=rMR7 zdv~lM92kDL8ac9S5CDgqSqVQ@#lWfrHt!!)>2dJyKd91ui3K9m%nxv-A6}m8-T`2$ zr#V&eB8J-B1Fq*6Z4$<9;1f)iX~p!XXID-)u}3aL@y@g>L%Y!aJrsKPU3K+oDzQTl zety8(A7L`$(X=hmaue-$#XB^%EZ(?~DBPZ2T1(KBoQsY_+v- zbft$(?le7(utN^#?QMwtqdql2Ml-h}5ZCZXw>P6a`^S_l>qCem7)vBp7^}psjslHE z4;{8}{FYybsr|6YIkrT$P4c%f=e-e15P;rV`8{YiZv%kOMG1NIO92afxQ1Lc4Dw1n z0DM^wpSF=mGPa$F_gJh)@VgQqHAk-k5!Js#YlLq75RuOahQ` zkj|DRmR2H!%P@Y|43Y|d)!f@HvDTa&3vq*$me4_(VN8qKSP_BneR{m7*!E5N z-tN{S#A8w9D=RviNn@~`;ks5Oml-&NPS3i+14fv4u`khgcqkH@D*v&!a-qqMY`_~2!I^9W3+ zhNyO|ZLE5mr7d9&48Fs!N_9J1f+K2GHLb2i&h4Dlo_}+5P=_zk+V5RCQ`RiMZ{pY5 zvg;=uL(0p`?W{Loi_cBOdsj{-xpVi^`<-ThgkLbe!G$ebx(+F0aR|FD-zoWBd&<(4 z5wRFmL^*`ff6Z-5HLOPxKtXX2C@=j0>yZrj9v{>hq9#(&S%D8y6`j8xhOX8uysbXp zt#_7)lFQ-!F4U_+hJ$8?ol3URwFKyOUQ-d5FKD4?410N~%{5I1c&-dkw-stIZ?eEj^DU*yqYeGLl~SmP;^ zf!m;hgf6yS>jt(*Zl=vVYYxyf8~=WIuJlZhC0{p?m_{BTWt4B7WaKO=VbIUg6X6Yv zqdMRfUcN!n&J^xE|J_n#7l9G6s2u~~2f<+gVx{B@ygo0SW3CCH8h)q0b1Pc=<<8yGdvCup>AGG&YTFOVVSib`xJx=zQbja7SUIal@j&>NpYI} zDg=#qyarwy$$vubf7O1lBPAH-y(?F`bWMNt@Q+tz+uS$-2Wro|DiMeJ{{j2 z;uFOmvCiLZ$6V{bIoBh-CRvF9y9+#sLJ~^HKn%KG1aUzB!_yecuH-BG?4wF!m{4l0Gm~a}ytb-buyT#b@n19z=P!Hh0 z7;4>S@XI;(S;|ZxnL%$CIQ_I(0H+#|V!^j5N8`P;t8bc|D?s+(Pb3pR0tGW^ zgvE97uKICgQzdZu0&~l;Suu$R`O^bx+V>#X&GBCSlS&$-v8b>G=jnxcQu7Xl#l^*j z%rRlrv4u}Zonx~t`wJ6QZ-J7r_?Jg5{tObo@PLX&>V$bay#*9$gB+qf;4#&aNTu1d zsQnIlC9+Z8J2M7jV9p#U42o@Dg9TPt9dtH$d$Xbx0I(WOW}RB3usvV7l{L9>){@e| z!!}8J6iJOMDIi<0E{l77R!s=gYCunem(tjPSM(3XeC?_*aYk`*&*)bS3-9pTTe~Xz z-3F{?ry6vI5t=IG&vj5Lp}t81+D~L zH&AOv0a&)?Q2RgOCv!0QT=fGFOC4XIk<&;&^IN6}p<}8VJE$mmd3hzKzNQ7|KYR*d zcWgZNeZ24D^dcLM#8eM8=TeTQ9ZI@NQ@0T#+a~Vv@GYx ziHPlZXeL5|288xFduZKrE}R5u7H-Jw-)g2uxDwL5#8iU~0glXd4@P&VNmPgW;GNpM zcC#PSJ=3{?67{OewGD+aN6Th}G z@FheGpl5{vA?Qz@qWhM3*(nvO|o>gw5aYdIuf$(o;UJS&^$iRp&Nn)c>dZ>Y z|91=KKv4h`YQoq@+x?6E^qolO9L}ocMa_ytJP$#qr}0 z8^%XRYtBCmEN!g{0&ei<&!1DQF%(8|6PkN0`@JrSTFS#05uuhiiS!a(z1?;kdLhxh zE>`LP^IjJ{zK527&H{jm{r`P0|9kbl&~4suni{a{`&Ta>8-#}cU-TpaQry3WG$sA< z0={8L4|56E&&TML2lMelHUvQ4TX7Kw+`@m;ke4<$l!El*r4eH~*_6zuXmv~e*YH4H z{p9~U8YuK?EsHz>qL)G~ws+_(6Pxqa-_AkONXTPHMiO~Y^(<-{8jOH7WqB-pU0d{w zkcXal1F*~{cXetbM%n4N0RP6F7!N??G?N4|6zd{ zy4Ak=tK%mWN`oS}?{Y?=qbLPN3DQuR z*bkY10)rAral<%RSfuG(p}9IFl^b)s0Ssgnho;HJ{81%*##ne#nRd2lmyiHNvZG$w^feJ z{n*DE)w$DU*cadvk1Oz`)e<2JRLG1zm|sKh<7~#$Yubpf361=JlECXBarxi>vl#c(gNvHkS@#rJDvwt{a@b3 zhppO%PYi!Q@C&{IADa$()!Ie`Esc=_vyWLiEt#0y6P(r&b?h8iwH* z2&$@;i?f%ZZY`;F{4@y$@AZ*T2M~zyvY-t)K4TF4WpNqT`A>1r3dR%>2;r~ag!2a0 z&R}C#|I%4Bxy_4l|(8XKDzah(*t#-4o4+}siA~I;?L{xQ*4XrA{ZV0Jeslv(j3m~MD zC}Ng$IxQ6p_J)Ou!=aKI_xG0qt|Y}1ftV&8=Hj8m%S*#n9Ygyzi~0Yd&7xC_M*X-S zWz*f#@RV0!yyXhQ+nk0nb08LTdjut$B)oRlh78h(-XR)26dC$?yTxg4V2`^*nA`iCo!f`>4Iv;RNLDJqUW8Yl7|jc zE*DiprzThD-L4m&Iu0v>IGG6W*ro?&_^U|NcyekrveBO6yLv^@;W9z9# zI(_Gwc$4?D)X$(}K0%Odd35v&oL|9(vsCz8q0;m7?h`S8YJM{%JxA7mGAqV(tkCt) z_qU6=aZaO#JlA4JCniMfZn1oMPQ%fyXRrM0{(deA@2oBXrx&q(Qy5@CN&3S2X+lkq z9pMY*L!HSKj|I}pFsN7<0NdMaSIc0UD#INpxpl)I9z0M$SFO>?zkl>Zt@4((#DggQ z7SZ;Yj6LtYHE;D)6&gyvW_JQX3#IsB;8xXY#{JWsb)eDY9IDj94wQpaXl~F(QfX~& z&=ja-b02}lu0>GpI>rka#W+^c*eqyZ=$?u*|jb*^Vy zc^k|Ee@V16ne*RklPW?=SK zyel&&=i5sYbQuWNm{gt(ITB!+%j$wYu2toRS;=Ap#~5(CN&0ILLdW;9#Se$iL^ZN~ zAvC_8p+ye_-rQJz5t07=st2+J|0L!wBTy}(OM!v3mvm6RK1d5M-@UGLH$-4brW@Mn zn7cxwY*ZbeUs~1bF8SNs2Jfm_hxGKc6dY&e?nv7hpNlgf|6{cH1_CEIQfvnn_hC*o^@#4(W@2xnxqg zx9gr?zT%Da%H5~rz(;rt$aX`lDC&z2D%%wjfCYrqCmy{F3lC>P@I*9CJ4WP1T+PKs zq4tuJlJWOK0}Fp}2w?()Hp*9SXI$^l@kXisAQi*TPlkD!p_Ux*S#% z0`Yi%TOg!Vq{%JgLqK!I6jYs|eM%nT>Ool-k^1F9UheXR`!4$LgyOam&i#=Dwd-)s zQJ7}%CO#u;j@OQx`L_h$OeY|%B2C+cW0$WuOtoExv#DsNY*?$HYQ|?ju7ofIqt_ZZ zvg@GSd7Ffvh=MTxjqg_o^O69JHF_TMXkXCrHJ$+m(^+h zCcEPp=mt6xTIfMD zt*NDTr!gSnPFs@y>;l-)k9gcVY1TuPuZ>JTTmi1YgHVJo_&3d$6vc;{mli# za(-sR?H8xs{~}!W-ZfUOukG`29ub30JyWEM@E+7&j`5tZ$EWgr znQDLUHM{^$pwUy_7HiSZL@w`FJ!}avQ(j2*@k*~lrp&qkRnNye4|sG)Z+RS|<%y7W z>g11*mgI3?Hd&em$BWKPxY?)MTFDeehwN8UYc(}Q{X}eGq`_x55S&p+b-JN~L zWhS%8_`)Zb-Zbiqcr&g$mKk`I-?pBFHJA8{At}OllC;Q<|Xkgu3aAr!q}~_bI!1q;DJ1*tzVibc^I)N~S!g zMJIgxsvo6nA2?8Eu&5D0nqyOck+T78IRWKJZUfrYi%6jrl%J8I`gD{`N7@4kT>Qy1 z#hZEc^8HukXqdo*>nD9m#BO;)c9wxwb<~HqMmffwTK4&AHs~!<7&1+kN^QMFL`0&^rGdW*2SDOAYE4=Iz55tOh1aId2*H_%tus#8utMzL}MW99oth(^Up$>yWI?FniUVRtEdsfTe+# z&5e!r;ez*xx;JzS?ii8qI#68TgJ#AspWGy;YW%x;D+pKn2F1?`nJhau?jPe5z+qsr z0U3PE=?(2yrOnFwjn4k~JcpUd&QH^+`Jy)E?iP#RJUcdZrkCRVqgP8jHpA6VOZ5gO zIxpiglu)Tkp#YbBPji&A+G4Qu{I4@h(0e4)v9$s0k54Mgf)O9VUC8O#Z&~C|=F__Z45>!mj?yMD|(*K zn7Dej8J4HY1+Jy^Jb!B``YMaW?A#lRbYo&ga?g6RB+lX{F_#Ie_4BE>piwXpL`pu*4b#md@I zd;T>0@Aer5m2bb72>EFW1&OpH9Ws-_Y%?i}gr)ZB-L8zNtsm#k_ST3}<6`39b?Dc4 z9E3u#F(-Ub1QHPYO4iCC{bpXRNq@t!@;kaQ6IrYBfyRTU-3Dm}%;n&I)Q)o?48sdDT+Ew5Qez!nhU0mek6A+)Sh-`uxBF$Lt z_>K#;Wzc`83NbHdtzMRz=KKA_OdvkR;W2G}!-Wbzm*6X7ipyR4F|u;~H*{+el%2fJ zBv>KEHQ|A3FSh;pFzaUqoEKA7aue$vOPq*v*1clw3?f;#-zGWVfg|uWQbFfX>~MSN z=E_VX#NIUL?(SYVftQo~fIwe61Hv~mb%RoK{bx%2Jb;&b^?tjO)4Oczs7JXX`^(@PJ`|3}D5qm+dYE3AQ|Uald|Jj10||dHjRh zvv(hbmGlQF@^*0-cRG^)j*O2Z&7~m=NhAeuX$ zd#qe7#|L8Rs#XAm`R)vRC($#ILYcic$pXFsY%Y;iB^2Ta16RT9ncXuX2QAA61e zuTuUFFkug_Ju4i3)eu@kL9^h(`66pXaOmxj52_cNGr&KH`-CmE~8V^P}Bu%~B1-!IO z>In6Ovnd*u_M0vS^WHx7`P(m{G)TFm0&I!zt!>`27WtEav&DMB0F3nx4SDf>VuS0F@-Qy8D`6 z;N13auI=A8pr&O%Wlt@3vU#hvA5?xHasc_N>Qg_X58wTZxPR}C0U(nSpCd@(Xdruu z2R*ubi9@)Vy-eGj_l>%&OzmP){R*^aYHzM%J;67C^I~NbsG+j=h|YU+04rOM+7+YU zeI%e`i31AD{N$;@SsqNI9uUS`DSsB6w2{n?%$d8U#w|;_oQO~F3IuqyNQYXLm&Z}` zwb}=)UIOtkHq^cUjukxzFo}LUaU|%3HyzsxYd=Ew?=cXQ^f9Y?({v`+cwDvLIpN`r z&r-7kycEZ5xO8+nEtAPu^tp_k&bGaebDYb(oZuN;@VWi|TWOeFNgKBxDR)i4K2F60 zAmYrSO$#)ll6#32fZVbea|5JNAN;Mf`nO@jU#J6^l+GiR2m>%s!!Y}o0ly#hbVNkA z+;je7D-u4J;#;vj>RJegh)oRmg6np)CyM(zGnW8d=5X{whA)s%J-T7~H|SwJ^(|;? z^usN=2>7q{d`+(w#X*<+Cg}E;M)PmHfvi2LCrp;MM7xpbF)3i~z*c`tMfF%eP<(Wd8c(sr4No?JrI& z5>vCj@8qpm&5QiN)x17KHr5Tq3Y!37CbgfYs5l;~QYABxLwR4HF2@EwRG0$EaXUc% zcfDEdKZ>=#kP+lyzY<_blXMCIm{3-OCoEC}Xhw@wWv|Pq4QaFX#^VR$rwtp%GjmIT zR%>$Xy%==-4Y9Qo17Vy7v~EgkPiahs!aa9ng4P~npY5~O+!N56Dr#}ng+}no6M}t# z2i%Sjp!@VCb3#&rTBBj0eke0YQJ_JalciDNe$E{l8+M-rT;}3TAJ5ku$JN_hxjJsJu(y zF*yc?9|B&-UK-ooTq|?9^@BWKV2bE=$v^8eKt=xUEixKltau@^xa<&7(X&Q2UD^R? z)D%D!9p?>0#VVA64DdH3TZ8IOg3g-T01+zj>B-w-t}KZH)My_ru;o>1{#&I|Gy~X>q_j9-H5@2Z_cC@X zd&A`C{Qw=nc(tmF)*SFtVj+S916dZsS2j_!sM? zrZH976t|N%RmpMDqPR8YUwI?`LYlzB*B=^5A7H#%K^R}O0%1XFR}@h^rcAW7BRX>B z0GeoOdHV)8zd@27G3%|YtgK==VF0UMEDQeo2XG8BPgI|lP5qRd0gBEPz(p5P%k?E~ zq8bwy5mx_usSVfO&mhsznSbZXDaHeH%BRwi)_>Cg>#y~01oq14y54)8w|a$GNqVA+ zWyBvKrO~M)=I>Ng`U5}HxPB2!e@`PRQASMsKG0veK>D=vy=3*;qeQ(dW#Y<_u4B8~ zEn&AYYhv2)wqT;kYRBMvCdjCFWb4$BC!ad`JLx$8{Xx&aKL6*3(A|3`D0Bfcogh>L zXlw{^|Nr_y`u!a%6Dnjjq1UQNB z{@@Xox2ycm!vMSe|BL$PyZgU*r_lRM8FgFZux%4hvVe$kj8HNP%+KWm+Xva#a)t$gK5-R??{^ZO#3SVjiI zN(-c_!k?zH*W8@j@4h`cModr2SGbj!nRpPDi)Awmuu}!yo+y*;GR<+emNhR~p^U$fKlQgF zyoOm^ohX({m$r@el>D^k8Gk#&>eV_8IxXInX)15?w18TnU-06@;&1;sWbxN{=JpXAFOI_RCbL=%a(!*J>hCmLd=}i*6DH_E)C;&Jql*sOoV4lz@W_d ztj%SnOw_tz|40vtF5ki!R$gRCVv+5zLF%suvXO@q3&YIaHkMbmhmVajNj+%5AHuI> zrwfMrQDnO6Y&=!yRbz2dMR}+;w`{2Xg0phg?zptk&2rKLq*Avm+soNXr^BQ6>%x8v ze~mP0@aOW_E#Y!{v6E>vF(KMYW=QlI@iO+ZOiS@zhzygaI1Jmo{}Zko$`Q%Ff@-l?XhCld<%BrCTNoSq)lF3jbn4X&osFsrro`ALlqo?BO{5J zu8qI^V?;CqOX5|)fI6MS#ZzWc)*xuJN!v1GxW~@3Zr|7lnl#uy1Kjy>!MDt*S+Po+ zbk2053UB=Ka6znF?pYAfc@?6!@oMHt*dfqrY}*!cGRiEeI`jsS$tPYRq1p#hv-_*S9yz-BC$3$oW_BT_XVe9eT`tQMAR@0 zNZagNOgHCGcQW5F#xFA_PqI#_JU`lZ8%1XeI4O7w6K7su#f}UudMdHm;Y_tZn?vjl z(D{oUIN1mgPnbyb>wAGx7Y0xB8d>piuw{CQ!|fjk3UJhm*DGyarwBIZOM^(E7VJz$ zerRw1Nmx_WZ4R!|?WRefl)|*b#+RIt4VgRU9~9%>vpf~-O59yhiYIfjRaW>zWmMh- z2U;(lc&4wL&f`(OwI1)S$C8hPzifQx6f$yjP4J`n~+ob}L;r*ywP@QX38=wO4U z*bBax*oSCoGucP$zkTiOnbB?E+*ilCwm{`}P;8%L5{oBkK@2nP%+=?7zd`UW6<)4J z7f<3Bt?yl8y#*dn4PYrBhCUy7x^JI8U*#@X9IDsj65!AEo=ttzIVQn_s=r*Pgy1a2 znHH^PzP*<*A4v6pLQ-w%qq?0IUT@o3-N3wz`EVQdXi)nYO#~Gi9vPBAvy16CXPp(KSV)sv-cq9VU^~^Z+b7)2 z8ig$8sAEX$mf1lP7y#|$d-X%r2k{w?Y1bl*VxZAVeV{e+b+W@Reb&wr=Q>2*4?&D> zwsxvM&tTkd&LMDRDOd*Fe^r>jw^E;+UESSZT0aDzUoiNq61kPxZ+(0Sx?>})A#?ZU z)Q_HR_eNl`;vITWu;0cqg~e(kr9uSKXx0+`=b z$(1#7`tCT%59y5xHrlLzICb=k%kbkXcN9E-fy!4USD-#$*HyrdYSUViRnX)UwqC7Y zl*R47`>R5uG~~|N3q_@av*qJ*)^EFY|2wPD-@R$`Mv2tGUGY>d6G6q=3|nkB4p* z?=?YmM4)bsQN)a?wHh49HVz{{1BX_FYn7?`x%R4+T}o7`sNfs(M14#N46k?I%eC{r zh*VD7*bj~Ae(VSk7olKk(ZD!a+NZfD&hgY}CQz&XnQdaR_lg!k%308Vx_T51a7cuo zW`F8!-225o(~n>y=wOn!?b&9`)NtzeTEXRP6npI4M`MGJQy}O@hn}P0kyKzDYJEK# zMc)t>e2i&y)*){x)yp^E3v>5#*avZUpu+BD^Mxch<7vd6MUseGYj%G(orGn{{xULn zs3k{`Qzy>Yu$oNLh~rq#^ojn(Da5^QKs!%kwXP{I9$!6bI7FA$#wUTbCN61zbH_;> zO*WRt++j1Gk`X$hxac-k3%1N$qowP41-%K3mGMzR{)97Idlbak?n_@+FhL@K|C*^G zR%NFe*hc%JW~VEB(1H?CCHDxO^wFIkYwm@s@Ri$7+ME4QH{(#Rm2Y?U&lo~A z;E|zuCN7B#vU%b(k@JeP&QiTy%6!5MuzHt#K{i4wig%{{#~N`qS+3gww@orgcj|JL zCVSHnh9XZwizCP6yq;hhLvuD=b*yvnbWvW|?3>vsC~h08F01*ySf z^|19@6W#$9?@}tG<#N2iwQrGJN-R~!PoJXBY(F!>nx7~96poBNx)Ryu!o) z3xhY)_C1lqQN^DECz%S?svn1Y<5Zv)cQu#HT-SPsTO!A=Ut(*+elb{aeTM;Oz;TFC&wa|1n&)gP|iOnIDsma3y1t_V)&wYFofwpek9rO%CMiFnhdZb~eoSmw zv}?%SEw!NQnb7AuJa9C4YC6#dm(hI~)48eiZxEpn+|BbuD!$@$5@eZ$p1b6(-$rj7 z;bflW%{?hYBgap~TFN57V}6ZEn7ue8T5B%dFha)qtvR|!w%at`hhG3?V4^bJN~2$A z>pJPiR7H}gKhZuOBau~XiTkY8dJop{!J7=pHR1zR86hTZv^8^ZswAH44eaJGDtMsq@dYl@BBaOq^B-W219TeupYDC)a zF`8adTNxFugP5b3@k$$qsbx^;YB(`YBlY;u8s-q?+QYX0{$bz6wiBcwDnf7;+l{%P zLab=FGX4p6>!+2-7}O=C#q2J>8WqZCQ0_*3-lqj>uBn>+XB(nNud-&WEL=eann=z$ z_L}_nya@B`sSQRmkRpDBvZYe*o65c>(&;zg!Wj67Y>%nUfBrC6S%|kAq0~U!XS5&# zdC3{dcU1~ajd3EwA-dY+$6va9-EhRwmu=8L>LywpD$vA+3fi*N>#&HvF@d`MxiLr( zsp|ga`-c=+Mz_1=n%Gv?=MT(q#bUWS6p+O(&+=97a^G#D(McXWI+spZH%BXe4&)vL zC{=~tuQZ5DDAl?n85=f#8*_$`3YNt_mGe>yw={7hPXswB+49aa7tF_5|Ax*avc2P5 z*mZ$7(eHLxsR0Aie~l0!a-6O7M3lwyDd-80r!$8{DVZ_GZ8g#c?t`S5Y+&t!WWr|I z))mykXwSHOHl93(zL~bcg&|qUSbetz8SFvwr$`Ws0)k+Un@h}Q-T|+cI^`rc&+o*_ zpXWCIa+8>jf%PWO)*`y<4Eerz_Q87bpi={++>H+&33~s2p~x~3qYrA3U-sL5lG2?D+o>!LzCEby)~bp{@p`pgn|FoX zn0YO94MLnls)tPd&flQDm#mfW42`*8WQpM%d)oHwdwyh2Pj@36cY;rL&CjaEZT(G! zWl8aJtYP>mb>GkL_;_zoToe1Sd(k1xP{*oiDvTVz=93bZ2VCqaM=*! z!6eAm#A@ClOf>Nrb`;o(g8(zo+FiD){+p;-zt$ubTuMLnvq zQk}A@y_syx`GyvD`1bx5w|fkOXlY|J8mS4J z?FbYxG(3qBGyW&W1M?t1&Sj|#aL{w0hezt>c1aYR>-|Qhcp+IrfdoI;4L5si)yFw1 z*n_!Rv)tSGlIiTQsG5n;Cy1Pp<}z?)tN7bFYLrKBFtLv!d@7Gpk@LcD!|yK4oiUk` zsne8wVilW)C_WzFF;Q7ANt;nZ&>|75-$#ZJz;SA&LqQ>tnNbC*e1u(~+25_x8jN*N ztwt?n!w+pJf0Y%ow7ALF!YSYGAN4C3j>Oy@7*!8KC4Frn4ZrbZNC&xIwg>U43_}mT zL##$$k;uNQ;R^X~dxwC~59-8%OU3Hm%|XsFBi|3KhoQ36y>-Ya`zb%5QWJ(AI)6C-@ zi>oI*Sk|2?yZb6O^HaX@O3TnL0YSdJeIa!CI~fDC?V1O#uQd>gNKfOLPE=x3-0yzN zw?9mY*6l4HfsPwQK1K1cfAE8d%yL@DDq8eyimIuvIoQ#6ITJ1XdrgLPJ6iXU>5Y_? z0WL3qMT_XlUr|}0&C(?7m0M{sPM+%>ZOh;FHZXoa=5!a_Op^Aq3pOOzBtRPp3~?aO zad8R$OsQT=kYBAo<_l^Z3$BEq-uk`vNY`G@rCMZ9QCVB965RniSG;0bP8QJFaETl7 zgbh*zMMYl5wK#vf6Fe@g;jKo)=BBz`=8=F@uhvqf>&%X{e9fG;w~FPao1wq|1DD09 znD%21c=4L=nBa;|euPtSyIf_Y$+gy*Gxk1M_ZWTpj>DN8 zJ_3Eir`M1hru@fTA=JCZY<-LQ#**y@d-ajvL~%saVqKqxd|b7VnI;gh(krjfo_39& zF}E{S=+q%KjnKhU?*_)1q!5SUY(IgIxF>P$FQ z;j&KPEO}@K%oxgSxC>p3@iT6d^e+`a6Uz%n@-VZHqCXAhdVdK-B&mi(O=RsQKYhxQ z*SyHz@Mw14>;9gy20Jg&OVUT__-m6YKd&8S8>q+Z4^Y5V_|O``bQ@8onJZF7SDH2; z9+$suGT_&2g=4O z*SIKBTZLp=CUay(2NHOGY4e(vLY%egJxrHwdsG^+U&MoU-oi{w9&6oeVjyRt8QAqH zY)4_-%~@oKTFBDz8oABS01dHElmAZLnDA`jG8nV6c`D6`%DPt2LNkMsG>> zSDs`sk!`lygPhd4lMoMQeH(YV6}YE%rR}KZvSzDd8a{eknLfX4aD$Hzn|S~UQg1@6 zx%2NhmZ$!}kA`Cprq|h98pMlS$GW8{etCPo&LD^>*daBTUXx zdVmR0fOlkKI!TvBoXW58zSMiD=$`7P54EFVvrecZwocdX{=kaCxj|fBWn>wO&lSqx ze3-IsbEIr0P#org7Lu-W_uHVH&Joyg|a*1Q2{BYv(ry@+cX@9>58>BwR zAZs&ZgIo5EhQM*7;|u$y7#_^94B^*h;`M7C=OwEZ?*IZBSs=L(>vCeh6E`A&yJ8u^ zI^!ejAVNe4cqQ^taml~ky1z*Yeq4=*(?hB}otIhCUac|9emdTh;nzM{N_5Wqnh%;! z_|0KAxFJbxSu3sG+FKt>vic!aDfW&t9N1@_;-$&V{H107jw#pE?c%iTRxN`0er)jJx7M%xOKdeL^eY#P@e5n~_F;Hc5 zKuR6R&yR%|sL{;-{N^weQ25V5^0azGF6YW^HxlImn9J;eTZ8cO!*Xu)CyE{Cc zoNh#`WgJ^lJjxTnR9Rs0JX{DfgFH|7yk;jJJN~nC!9d8_{r95?kc4HkKb2|OX*c%) z`F7#Kzb8SS_vkE))nVf!bM%SBNBd(yX-NZPu=N3-pCTK2mCBdt*1^b{(#|gRz(Fhvq%hh*wL8_OnYx#9rs`9HD%gcDAD zm`*g6L43xgje(G8T|AqH4$o~#7FObV%NHiJCe()`Em~FU4DrhGOu3jG+{C7Vxa5I^ zCxT66lc|e#nTk0mjZxh40pbNvE8H#&(gOoXFxr`4t7B8~fVr?0r8fpuMp`#B@XNim zG*P53&SL7-2ouDXZQ4i99r*}*y9A=kYMpo*;plECc-ri8!6rHuMw=(2uitu7iwEkE zoapb*(#@S1D}1Uoa$sc0qCuXM0c*zDqqJ)^lJzMrp zvD`VybuK7=yt;c4`6zyN?{C5lQSyf zslX?+x?bm~)%)P6FNx`x^tfxea7SZvIO1neot$FX2UTS7raF}>FL$JB4W=1V?W&^Z zOIG^Tn|cyD@34FP$IYABsaiUvy50IpKM?ogvJyLJhR&h#k$3wjcqW-ea+XS}r2}UZ z^dv%l=faz;?fPhlweXrjct!u)09vcx$rDh1EBot>`^?4E29|Pcmz__^mgHVjHo%uB zMRtoUwND%dbTh@n-}*h6Pw_w=Px-Lo-uV6T0ba(E-74@YnuOhLVCee|fo|YoF{xhk zJ@T#4J(-8?WX-B|D}iZTG(c6>7Ai3CI4@3~D(vlWw)#6X&kxE%Nd}8`2Q}Jd2kFLq z-FBj@AVHdUGAWPt=#}3EmT5kgQRUErjz<6Nd?YHR#SQYlHVzf5D!VXQ4LWH)sT{Le zu*{fu`HJQDd8+|06n5oGHMCb1iD7=lt6_n*$yd18YjRtl$=h3&sO^zjTR>nGn=C2` z{c<`YZwW*LnpeX@ppS%>qk(``8tT}Kig!V5o>iF?Vd^#bq56x9*mt04rMzKOCS7G8 zQME&by22IJH@bXLkaHgmMtEqS$t|*XyX+Db6bFtuS#`b~JIb)tnFaUIMd~;207|{1 zU?73u^qttno+-*?xQ0xebk)KQklhoIZU`#sw2|}Tf3**=#<(oko)N%MAL?@ZAi;z; z{1<^Hzs(J4Q<1&OGG*SX8$KP0Yzavk$Cv-Kt*i7>SuS5&&l}HPf#!>JWGYXbHA#;N z(=LpQONRDu6!5*+y`%tEi@?`kqCkZV^mrtv2Sjx+ic-y=zmAmb7tJk2#^$8UGP0GA zcWI5w_CW{%9e)_*++v!h;j`zQ9VeE}*Hie5nCnuTp|w&5mCbCc%iI#BrrgRf6EYg{@ORAj$hbWj}EqR858wBv|w$p4e zF_LERo8-8qU0H^EiRj^!(%=Z>#JF`rnXz$rNes)B>W z^w`^p9`m9|o&=gyEpa)K={wKjT=L;MmiEu!>nGOgXz+F)Av%mT%koEZc!g$f?T%@O z8aX-S>qg`JcovxUWI)5Kva`(QiyadvGadE5R9BZ6>*M?OwOZmglDIb>ac~HR0!3B> zvgt1m-!Ts0A(sjQuYC{o_rW9ISRq@BhYc_?DajU)GaE_6PrKBZwnc{-o|*DLSwp~% zup^!$IPx^c8e3)$US-M46dB0%OoQcMRIsfMa@4z78gsEqwldjk6fwuYL3@lnZa5wk z*3r+mhJt7(rXzL!At<4=^b69Xw?w6P$(jSPjX+KE7pwsP*rc&uyASno#WA_rR)Ieu zTa;I=VoM@06>;;(2Z+wW#L!syKLl&RKC=yd1(_c`l)I>8c{6ERrs4O0=2Ciu<+q_> z{@k9TLgai-#?)*}uO}0gKM!Xm6^&~7S))JwM+6`HC*o0BmVTquE8$Tc$_!MuIvo%F_J2kd)e1h#z@MR0`F+WAp^x;Nn=8J&8MVX z7TBeamtFqM1wO%!DIXjEaH6`}v0QBpBald$Md~3Pj^Zi%vHtgq^;i?d z)!00xe5L@}=fGR|-FK_Hl_%bGdz8w)p2%~x-`#5MhhxFIAWoOnyL%gd45YP{QkgC^ zuUKnN>(P(o*fd3P5eE3_b4TBxF$SDMq6yLxtjJBdh{i8zo3Tp4!Y5EfK$n*=Idmuf ztCgTD@!OYo2iO{P<^?F0iz@s1h1#_zaI=~QcVWTS4{T}Bc^u}$ab$mwJy+f>8*P#$ zrovZq^!IVO9>mrD9vad#E&DY9caq7dBOo#QQ&*L0xyeXtH8ZHjr*~7rRLFSIw%||~ zSmsNu=LsR3_K7^c2Iel?N9bad*D?fM_CWDX?l7c5pq0NuFN;?knDtP1_UhJ4js&`f zk;n7;%2dAYcyETM{=lUeJV0m+$IHB@`QO+kfaijMP9b)#a5jz9{zk`#z=QzMoTA+RYeZ0 z?NcOB!pDMFn*2I7nzuM>Z+~;t-tM{9zRt@B1q`P%7ynM8=ss7k*D+QqR9R76iTZv2 z)jT$`R7QNUYNgHAEnYy5QrlN}OrvENuJ-XvZR9wK+PS?%t*DEFQGgOTXPMSlhk1PZ zxt_W}9NSf9(|?UGV9l5h*YRDd!Ww`qb<=4az~g`>ynp3J|v9bo()6q9tM? z)vxFQf~nX^1&sB5W-l;+YbAh3@4PX#oi^9QEd;amp!Q}gefPK14S*~%I_z>8T+3^m z834GHFhJ^-`$4UvsjWBO;dotlcT=p;A7z?90KA23`|BWcD*2PmVy85n4yzo-@K@=E zQjo~(=cP$CjszU3ZzQ~O_4Za?w_oFr)H3zGM!EzC@J-`$cuW_edwT#HZHi+MXU5bJ zRy^I*J!B3{EOzlD&nXeBP}#dg#2=i3oOG86HhUV^y&JmmUPrEF9zv9T!m&EB_z!6< z``Y#76utkq=IMuy%oQ}(^+&|h&%{38*4F)E=3EILWW4z{U}|H@8EoNQR`Hg;Is?nd zJyog=iU5>iqbrp}+Ss$n&kV@CuJ|lPW0}OnlPlVQ=8M+f>EVKIu&44TPH0fSld*b+ zue(E>&2~vvIyy3MR(t?+uU5U?GT6>2K@$SLSDbucUl?WG1|NG-2`B9 z=7Zq^{g7~NyHbijm{msQejC%==YKg@28LNBY{1JVQK{E4za=cKK1Iyge_g(1iR&Sk zN!HP6cV)M){L$Y-&LJI7S9qL^9&rFX*=Y)8XDy;!>HvDH@el;bRbVhz`wp`g z+1(dLgz8~}V)uN>!@eH-^%5)jOPQ=Pg_!|eoIUBk8Bj78P3$Q@fgM%)OGvMj5Y@#v z9(Aes?=J*=wL^+{i$3m=h3$$|_hu(Uo1G_X+86QItfyarZA--}FXTi49uUUW359Tt ze)pMK6Q9>*avByp7?m6c_iEHx#+Mv@I8h5H)&AI@biu8<3W-vlLN{BBQlP*kDwTmz zU^z0!2bz)vD)C1)Leb>=z1;)`MrRovQndGbgVJMtx5oh8wbX{Sc1-S)u;*Mly>ybu ziX9+H+@t?f@+V=hRn=mhM$e5H0D9ULHuh)%#VMH_H{ zC}0VXRzb9Xg%6IGNheRU;WF%>FcA~Vf`T`Fs&w1;i2$eErVg4$+76{+$ULt$Qw#N*YfNMLgmeZm@`*n@0gFHcOX!Ix>$qG|9Ho?`Ocb zgX=QD%S2xiSj|?2`sCP_4a-~w&ptXy1bg*A1C$&9uiCGj`BAvxFMkH$O)6KyMLJjf zdGd8vZtWr+QoozLJoy2$%@b+*Mw?$*S9{z* zddZG0s=V^+tEoRcK-6kDrgUZM*w`_1z{bH{rwO;(GM`k7W!aKy59-LvL0|OFj_I>& z(rNIE;q!a+V8(u!_`IsxxSwXDSDq-DwrpGeJ$P?&-wt-MAL8J-`r1pJkb~KGNpynl zS$K#j@*C$wMd24|(Y~jPhv(fnZ`ImgyoQ^3xr0xNYkjFyFixMafD5Ki2YG9d7lMT) zatE((yD`I&+SR7L+{rp)Im0ipCUBi<#1~*UhcWFI(ytt!VsZpToyL8mW1_P^!8olN z>F}z&cK$P9ni86&+$qQ6I3f)n!%x$sM>s~=e~}vGLxcM6zIcg9=ylJyfYv+uBLM|E z-0diucL=gYu?p>r(!3-QOcHUY64n#JZ&pnot(q+{pQl-pEl!s|Y$4wzD(#9m6Uapi z3#1Yw5@769>-*#xi^cxb;5;{SaGMzesv)aD1%jHwCw}ctE5nmfmYX&5!AP&W(dOY8 z^E|l-!?v)OL|5z$(ud%tocYv*ZIiDTkNOBUa>fqFqAArnHFLu$oneJsuCjBkv?(2l z0!Q7E6O`Sukuv2E#F%s%>sxmF58Qd$^#W`mC>o21R1ok(k86T5)2;kXmT}wr*gQw` zv6=irZ`_tP0V`BwJRqdtAj-Qr?o=jzNH;xyygVT4KTCUt!FEns_jtpa2lWFo2j~!g zYH@H_(7_7iJfxr3f*PT`&{%J#9TPqX*n^EjLIqX330=tetJ+?QC9{9+fvC{+*f3)( z(*Rf#fp6_D2=B&rOb^w?&ZY_zp#WTk&o~(0YhR=5!ITRQlY-1=3!PPE)-O-7`1lP9 zu2i|Gi61I$#+-9g!BE~HyEH)p7#rU4-%|DUy4N}~t0~nq)?*&;oybDsj@}RO#p;iu zx6BN!Z3>!WkBZlJnC_4cGOtD-w9^B8^Pomd`enf1Xy!%v@`cn3&!_cyv10&?luX2e zyxq9%xZ1pLmECI0!tOEn?$-X~%P5(FL34jDuU_42Ar6EAxg$f1t%I)X8(rzgtX%8n z`jBb)5?3_O^^BQeQ-1dbLI?+2vH7^G{EAVvKGrXyC!m0h@}T^DNve;<`(o$!_&v9d z9L!5_``m^=|DAFkQ`pku=)Euh<64&fedag}ea8y4(?sT%tv?*bJms{;y6pf-#9iA0*lAdSD3DFps9h44dsyE7U7AZEl zPV`_IM3cS)`+C-fEjpSW0{~E|-H$ORAFE@J(0&YajD%c94v3x_9^9MuCml0y^>1Mx%vmhdfPFM&xhxn;`}=HG($6ajp(z+QOeBf`#&8TG>VXT z6hzUdrWw^Z(;7MO^?Lfa;8t4Wm(ld&fB*Yld&8)?zhpmm1g8QJUnG_Uy2J`2xe=r9 z{Z9>1JVBZb9K~al>gmVzzViu-G^~1Gv4Q+TqOFv8a!j6t9Bn~xVai18iNLSn%dITJ z@#|LW%`ZSD*w6Ym#_fZyVGHAnZ!cJUU8Y$gnmQ5_yPNT5#vwlOFA`%9peygbL#8(Ja zGHs|=Q=y8O72)RZE9OVG|8P}bL*w7LD)nW&L)TMv+n0sLP8iH-{dlYvd-&0b|D>vH z#2kX!mM;_NiEs=IT%uI>g`088%;uz?$=b!oK3@M!&O^f%r;%Gh=`*T-h`SHrYmzMj3CxjTuI*4ipK>R+cEz1+&f~B zuoFKQo9@=x{mwSc&=JEv_~CSX@FNac#0Y9md^EQXLrC4lB9g#2i>4?7D_b+G0W^(D zo$F=hz(cc}GIYu*xJz5}hH*vL4%Et~-lo2~O*_47lya#OVhKNum-mq(@RQUa=5{6h z!Kl4$wr(moq>$ybmzZ8$1WcU1e1h`sZNs+@Stq;cI+PBiz}u|CotEj{kU)P}Q+%w3 zoup?e)qmH_DC+mi@637YSWV}VG)UrE8%HTNeJY)Tu1`~1nkfvG^%K!)^X_#lvp+%0 z1E4BWDwquxc!W~7ZZBn_=+T0&<_d9T)8CAzOm<-&gK0NBn^z{In+&%026D5;y`j_(7%pMdbNI6P9*ZxQ;LyN6EzR@3DL; z*0U?}tx?{HyD+QU9H+IOWg=spo%kx8Pj z;jZv2V!?TR3VHA0p1gfXIzi4<_ivai>kOqXYqIpUWWu^(l(Blv&UaMZdVW-sd;B}! z8G@8`@!*7Z2k@H1?(A84uLPNAkpRcI`3=pJ>&c-2KKwntz%-cYM7Ih+ra^_${lS4! zg)`y)p)URxE6Rn}le3e&kFAU8=*y6^p6C73_IP@Z%H1kCUh3%JtrTtjCMtAB$TKZiAEy~&W=ctXzS<>4 zvV}IgtR@~vlg4r)-hBi<^~%+U@Fk0iQ?+e1D4Wb4=<6r@>5#$%+*Jd-^2CKNv(Lp!`8sStVa=O zno4h>nPIS?3xX)0TYb_D!;s*hf39)7n9Pf(g3lv;uMRI7KT|BIK$tVZ**Oy$O8OTi zJS3vLwN?{dR*U;<;6__yqDT1$0=3fz z;>=mHcPJuZa8T89C^N|Ei2~JKO-x5(U8Id{sw{yQ8YZ~BPSM$JorkB+S;ufkG_nAI z-^k2p=5qwlCo`%&znjUWBx_2hOD)rO#`N7kc-_`AYsG2+KC1?1CJA!t*adN&m!_Ws z1>=O&g2!q`%(1$PX_IS;h=_<~YsAANn2s)V=qke59k2A2y`lwScK*EdAl zqBjh-r>0=UnIKkxq{Vbn15L=^Rn#}VyKesw0<@&DUGyAm2>6E17;2YUN9_^fI4^Xow3Vd{`?RQW52rq`us$#Tz5be7g_F;`R=4ISExMzMmygD4>UD?;l zoOu5ZSoC!##C~r=4&}f^F^Mw>iSclJ21|b0)1&q-0mj|_VCAGfjtG-2Y5;~D?QF1+ z%$?P%ZHE_Qpe6aldESG^C1J?|#DNXG6rOh8;+VT-$Jvp)!U@SIX*QTtY<^>QV2SxL z=ur`irB2IVQ~vomrT|*8S7~3*@$Ba%2W3hSt?E4EZ|DgQMr04g@j3!y+jL74uGaXD z@-N39p=0%E*ooDLd*7pRwxs>#)_SitvA?XBKwJWN{aBYF`>JGEU0%N-S!lZJIslR-LN7I_!$0Vh$HLV1QhFW8Ebh4Q4O_5P zaM!^aT(}T(e+arXZaV!xzRtF)wJS|C5lEf~0LUofqRG*^O3W=soM6nk&Ma*lVZsxR z3iRDhl3vN>oG><=34;6vt6h+0y7E#6`>O=p@XcYVNDG-+>f=OzxJo-lv7|9nA}EY;25q2?x(VaT{&u06`@Wn%NOSV#U}QwjuxR!ls8V`izf%tkf!?`?)E5E?d`#s$OCWfeYB<~1(+#x)#H*z^9p zzcXT(j$pLOmT-(-9{BWr1C8N_e#n;|V!zE#4mZKQHN!oI`(NC>bx>W+zO5bHAwaMY z+=5$h3-0djkl^m_uEE{i-Q6v?ySuyH$-DP=?%DU$_xG*3RTHXK0lj+mTC3^b=rNu? z7G~GORbY3#H2Nu>>bqa39NU;R-jO~ z1G05rR&E$c4YM~NC&OJO&ICOQ26DOQMLD4>!AUQ}?8DB#w3IgNP+HpZhinANU`!$F z*>?`Ak+|h*9kQzYeCCaT{hJJ3c@E#nM}hfym!gVYX&>(&ca(bS5XKaQ z<>a0+P1YBMpY3(>=5`r_rpF z;W2_z0PaLr*i@CBq()F`vuH4@dVPq=aOEpUx4G3 z{YF^?(r8`QbOmDtwI3F|XI+=^347qmldkxDWrxIk85P5w93#AD`&YU)z5B=AA}TbKVd(y?RWt#2#)Z7|bU(DZhk zXq3SU?Dg7&qsBZP>0X)T-A=Y|*P#lzQv5O#vV~d%J3B3(_Lcn?#wB-R#p38-#0^6c~}fV5MpQ`>o;4dqR?=Gyg@b5Be^i0&N&;sb8#Y z`%gr`rR|Zr#C6W$$9n`t|;>sN}c%wD0FAp@dHF-p}eu`7-!yy{x#x->NmyaM^nw*KoTpz{=E=MS{izWDV!ME7tkf>WpO{_ zte5M;2^6*{nO#-(l-tr&s`Qw3T`zz5vBq}Yiqy+)R=pD$M1!$>S#aXWefKjej5z}q)f(nT&v4>z6wGP|7F~i2i-*l-#!(~Uc z{7j=Os)5vLVpb`XEgf+ak?GITM6t99*W0XL_Y&s+shRrE08c3uzn5fI6&!cX&Jc_U zFGfWQxiQvxOpM$M>BtZ!F)+>O{XNZ8B)oh%P~e*s^Lb@_-42ms8@m$UMj zZij(~##Zj?P)ydMh6nu-LLvsPR&d=-79g^^RiX-JW*;Tn{!3AuJ3Epnq%C3t_j*YB z-1>$8bIlpv9ERpvi+t^w`eYR1;Sx-oa+V4Lzqu$)U>^aobjlwb52s2O=U=YYd#(0R zm@yE}_s;>11S}X+{4wK7f(Zrs2kptX5g&d%(3U$!&u66@+@*0Vegs!AF4bqDv>LRQ z@}XF`ReUB~4)W7qOETv$#d`O%XJ)1*XTvahyL%btk2p-$o`AeDj2;OF&yuUZ{_Zv{ z1zL|`s}#}D3-%Ewn5(;g-jUElq37A-`x-;gc;LQ$Yys*%E&F}c&OS;xLT^#$ZP4$y z?MH3drP$1TN1u2q6xHs*y5LXY^Fj1ca1J3F_6)6rKXwA4*4Qn(j-{ z>Cu#OdBEASBFS3FQbfwz(Nl#wC#T(fEGTlVE+_5uzPvUX*tK*GxSii05ZR2~1thDn zu)>2JkC#rXNSDnkwyHEAvtkt3T1{3*7}<^~Fz*pBUeB#|k1c-!bE@qSX59>59&mRs zqMVkDpZs=Kl32Dt>QrAKT6jabupr6L^zJ=B5SjejHPZFvM(}FAKg)0rqR4G}{&5As zS-+bYt0+e@YGb49hk5aS>{dAhoy(>&J5^hCX3Qi=baIM`$*XT1-^OFY-+r~p6^a)= z$ys2J(mCAoa&~v(`XhQ;k{my>wJ^r`nfiL<_+tf!mVzZ|YFBCgi9BUBI zyYAomJ=0Xaj*2+dIS|gTQY;l+9bsOGAn~0CGNPT%QB|8C+HM_TmHIuHcH)0G^t=8C6v?P=kJ%98Ct zOkkjoED%S*I8zX)kb}DFRfRsF9M#QUF%X^aGh!oLkBr=7TixilXKR{)AI{X%aR&{7 z#>wIUdvT(LIr(C`bx7_lDwk3ddT47%Ig zpKg${*UXiEr)vmtL*`6o+EBt~v-9udLf^3;xky`H(iIgHNrBoK>MlGh&C4K_P)e67f+OHMlFN>&QZ0|#~N1vKWN31js6pn%8S z+2^s|(c{Muhbq;($=KL1%Yfn9o{zPms6 zui*znTJAp^dmdJ;*LOoQghKFWoi@kVg%|SrTxp5SKotxMLiM(G@K0hrnHU95B+Z2E zG~|?6vEmhE2;4!!HVRhQBE$&MF{RQH8vPn%zxt0kz8tam@8wBE2nvOt_=lZRj5DIu z#^b2PVuROABTNh@x}SGUU&qlv;p3mGe4*PRZy(>5G{F-wDTp!#5VO^U z8@>yExPC&trKK6|o(ZfM9PP;Hg~=f7QbMQLPB6RM=w_&a%^Cw!<@#A(SCy!e`8nrx zUe#DJwAQhF)AF-s?;*M6z7?zNI|P>)%G09yX;)Dkk?_zMdUJFj$Now7{O-B$kG4=y z+l~W96}7=I?=?ukI+Bb=lFsCzEEJyRg6a&-x`2en4}lZ*mxQWqxHuYCtU<{t64)5W z9N50%P#|ZEogjNY_Pce5+n+r^x&FhTWMx)mw2aatw9|W-;{8Y`4ZBOB8%Ce1@w06# z_~ol|!Ew=J^ZqA&(Egp*fdOobS{6Bt?;^}&RXxw2w91FkiYSujU5LN?`m8>+{CX*% zc@#V0s$Nz3yvg;66vo83vs!g5BH$E0m!9p*9#a$X>C`RS{Wh@W2~2#U_bHs?TI0$! znr2g8i+tJzRByvFSj(PfP|l<;%3|UB@F?eexrl0^>B{nGL#4FudMmU0U-oIW+kV9! z4c*S@^Yl*?S<0w04o!S0HTrk+FMaoyKrgWz{Faf-J{O3-qTPp9^>DzM=u`L}-Eyp+ zz`ZkoGJuK(xhj>~?@qg=E`06;eaFYTD8Qd@RN-t4xA}%=<&%il-?>07mO&ajm`q^& zS5QCq45nP~GFoyJ{Jy2qy%Y3Ps6m`;C=9cV{ioQkLu?3OMuijjH1O#aej<$nfGGrq z?pJUyAy>zX)5kJ?%!AJzKCB62q8{U#YHEAGkE>S@8!R=0|4D>l9_M??|;y(tN<%0rtq%^@c+>Z0qhTJ#d469CjdeEZxAiuQ71B> z$$ZP&ME%dF0Umue|DgAn6Lr7p{vYfuOb}sU)oAS(ApL*#?*HwZ5`llVeeJimzFmsL zoI}(?IMwR#pmxf_Ouwx;g-aL@9#N+4t2FK^c?@>Epd=fuNhsI2IPIs=ZaPq3Ua4e( zzQA<$C2HvYcujxm@!~t{HBI_CWGvrRU>rNVklx`g0$-~%cX-Rc>F87$_r5e$@36d? z#G6tT|0%}4E6d<^F!P(0;gA!-6q)nue}^6<05FJR4;O=Ef3Q8WR`c`*|KrW z-gb>pCG{_a= z)%vNjQ9vSq4GMOjhJfNr34sNzwQy$ZG8i2npkck;H?dZyrH7ku?Ih*&yA3CiWL#=| zIHOkN+tLP8xm%WveB*nzTvsNvgG^y#Kh!E&D$B)8d(>@Fp8oIUd*&Kp^W985L92lc zYBY+R+N##V{`v6$ON!P0t}(IMAomn~dEQefS0Z{T9&eq&L*ugT(md|j-8FbA8_0Ru zpaXJ5*w4@4F)R46HtEuWSfI+~TIlO#MYogY1(PTOw*?a# z5Cj}m4N09ruZcccwn&*BF%o&S8SC0NxCqt@KsbEsLt~Ss4AHpGJbf{fAPGjYKcRQW zdSFo?rY#&7y8(Oy!30;AP&o)o1l2X^R(>r`0dJuHLGSJk9eE1#`Lv;~rrc&jaAfqx zyR7sEY8_FE!{|kXYiDeDUrL_JU5+8&yOSX3@sNY4e!eV+XLm(`wF480aB8>vp&rS3J3Ol4; zvj-&dnh!&l4tOeZr9}mM!ZxFN!4n7 zQ#8JO^_k#jpe=L+wiLIvFWUs(EpZz}KJ74%Z382jNF-_D zOa||rC+UnqaRqW8C1NN5|7G<5HU}RX5D$p-vyomamE&OyEOg3}1Kav0NCYdnuu)ANE<)M14=>1>07jaP-DGN&FiG#FHqDrR=-F z%@*pW4r}$_@N#YZaO}x`f6fK(F}lHsGVl|h_IOp3P-h>mT1qzW2&ph?J9fe~`PHQ` z**}W?{cWj5NPXS1wGIP;=z8h4B=?A^M=nQhh@G$;{Z~=9!uEo-RnA9gpG9GGXcyGG z2xr_2SRuY(JHDT(*gRER_Vx<$n^R~+pyi@MMVzCYN4{!@nYG@1TNJy$sh&x`rCV63 ziI;dN5($qEF>Ab5D#OD#{0Ej6`*|kcj0KGtY%1O$x0?c$`4&fMyeyQN1BDhaw;Q#!$=T0+ zJ-E;`dM?EKMBsX0FV?3 zYx=|BY!XfNn?YaV!v{N++T2)~s(@07?EU4l98%nsAuVC26Cg-M5NoACB+4ni<3-?d z6aHS0+V?~ukBfY{oDS?|jrn?1h{=W8uqu~gRxcK0i}6OkcU~QCOKtn<_KjG*8Z8B* zQLg4k1sLbr;~mU$jZXT2<<$<1aTm$Da^rwClaSWLveo%?$yKv4B|)L2f2j0T?hy6T zr^+Gm?|=Au!bpfAsk6dR*M;qfqO8`SC&O(^U7+G9(vo4(Z!7G+nNhv%z}1#s7ap(_ zV^c4bqM(Ubj%%}1PUVZ?eUIqd6sUHVC5Jfu+_rQn-jle*3H7RRPlw5SQ3shZw=o@I#-meg7B2)x>WMkMzYuKs4KU#I@$cm{4crV_zI<1*LbNOqi zz&7sBts2AgjCf9Bb|x3C9~HMjBs_pm>(9D)u2gitOmwWY1y3b!=bf+?{zGts+v&o$ z_g0tUJoXtW3ZT%4!H5<3-%z@M=D5^^Fmw!y-)qG~0rC)aoMAV*WO^Qro1Ixi;dqH! zaaoYp+zBVPXJv~+Q=>=*2PF(M-~Toq`EFIYYNLtxbA|hO8B37h zFaK%r8GU?{$kQ}El}JQRD8 zY!&`8J-WSmiNLTfo*T53`_lSUh@J|$A2jUx`sX=o8OwIW{ewl8o1^Ll%-utQH;!ZV zc{|RR82sJPvkJ5@#ko>PEm~RwCH0*z!bDv{aJX>vN z<;~RD!*ATB6kV%kbjm$(zY2Jy>wTDeoLh+v8^!>RoLmaJ)#dd>sa>!r#V{usBKVVzC{EDLVT zkZ8jwJ}J`8QwIoh&@D|$m58jO7XJabMxuYHHTv$)g!IDPI*LAHczxX=t{(CU|6;*Jaw2Nb+HY!#~W1Bfwqs5pwc?Ma60cjf> z-ebOW-$cqL^4w2=8}Q%G%_T$u8;vS@7+2BTG&jJs8pf7$df}Orv+wc!4sZ20IcV!; zyS|vyNA-c!U(4_NJ{ek(*D1dHP{iMFdGzPEPchn{iOL>z_Z>K`VbaBwQqh|EeUWOt zow-Yrga&JG46V4%1&W~C*ErZ6s(hoxsUQ|2M!N4_n)C~diGE0^nAB8J5-UY@!jm84LiQ}iY{GrC(5t+3*8Lyo zNH=}!JqAL4YA&$4U(L*TX24bZ)2AanQ7hl%yJV}*zxX$2QgC%OG5A}sgtET9z0LDg zCsm8#(IdGwU>hu0vMGgCqjDgceW`%=TnK8IDYB;3#!#^45{mYF%D66oFCYw^TRMdw z^U#fkSH61a$?w@7({@Cg2R{mOQuY*r_b+Y^a-`-Y-9jo(SWUjAM<3o}8q@B*>HZc^ zjz`bk^$UZZ)2f#c6@7~|Pb_I^j+8m!Z^0(xGaTLR5#LSkA<>s-7&-6t-hTt}=r#6J z%mbd`EPa|2>19ezp9ig|uYJbqCkk4{rtbM85|*nS%XC|yo~P!E(sU5zIuilI#(<92 z45amYrKo>0(+s)#KM*{*W!N}K{pZJ-`7l~np*`Vf(<1R{ppw6YblnLp*&{2+M^Vg)DY0O+F+r_6kIf-Rfi~(K z+V=(#+7$b~fCJW8mFGnfG2A)G%q*kt%QXr?k`C`M+VulG$9Ld4YB|(43e!b^6Qp@9n$6B{e_Uc@ZP_Ofn zxkoVOhRjhwN&Oq2l*(Ean}BQugezUIb+=o9FMN`nci`p&3FaXn_2>UkFwX%9b~|hr z`P4ZsYZ5)zBx{@bz5Sz(&!L$uA8;3?Z(-Ldn(fR!v?XK&f;e3J{7lRAZE2Wq0KN{x z(jJRMVt~#@w-s9p`!YxdCvDJhRG;p1)c6o)^1j|PhvTjjyDV( zU)POS+-+)dC%^q{e zcsa_AlOkWI&JaiOsyu7<}B*~}K5vz*m>UmF?!$s%-JWJcc=8GW*E6eRZwmKX)~ z3RhgcMqxV+gx2tu!BL-z{l=0}b~3^5RGg%FVF^(a2Zz2y!h$IJMyGu0G;$9kUm59G z`<<9%_;RH1i@)hCF0DE-yvQQ`60w^}(nneJrHMqOlE z($nfJ{KRi>fgh2a0IrVRD=A;)H3xyY2ndw7r4!;W`8iX@-!;e>?hQo?5%K`~fw zK~QPLM>hLV)}Mhg@OPHFNO2qmQ|Z(asixeB75f_y!IOBw;Sir7kW3O->+OH%R587X zM9MW`%xPDc#K**$CGEAzdPk8ml$s7*oVoOWR%056Rj~S;wqjtjQ*VtFB%JegKPN20 z+gpo)GZ`W2E8?2P+d5g;KY2=+Q!S^1w;W^^XuECXdIOO&20Xlag{!xzG$ zk3%06KFjf*c#Qb@Z}%W%U;suolBjS;NIhvuQpZaMg4J3V*Pe3OaYy!X;qramz?jfP zA`z$ysVK$YvPdnnGMX_Y99H6`a&#%YfBFcONSKh)Nem%{XpmAu*}rHs=v93UU_Zdi z-6|=r%6eh9nZ!c`^WCVA3M$67dbn$yy)~t-i8zK&v4|9PK+;_=y1YhL)GJg$z`U;Q z3*8HmgbRbHqbl<^&@LcVZ~w(Kx&6lS3$=`n#*|ZAJb3e~phQ43vfh`VT~Gdk`xY5=R)-0IX@I&lU0WdHNv@)(jWan!*Lv3ysTCHz4tT5I8i?Jy+y`$yHB~1hVWjp1hz|rz zd>yUOKtGpD8xU#=b6$x#A>%$~lV4FjM&^Hla&2Q_kEA>48)bOtv$&;KbdO~&P=Gy5 zR#6`Sn4&FKn8%(Ey~LB(-i`=N=|a7BU8f!6o6vh{>Q8aZC6xqO4767HmuLFxYz(vy z{TtGxjW(VqYs%E4aO3lcB}b`n&cbE3(+uN)}aW4Jogui*F#?)(y8dWE7Lw_4dWAtc8}s>yy|1>Y@QFbyvm0z;&}gXU!C0EvuX zYvMO<&&$%YT52TPqw}Hb(FcEDawQS#p)!IHjDuyW3II{=@xtHk@!{5c3YwKDk4TjE2?mq{XKnGYb$9#CXzZ5m5X_q zPoSUdUI=p$02k$tH@>)&!}xRPgCx)U>4E_IiY4ij4IXK1*vg7-Le+xjia8jT(>_dp zS4o~>erjP-D%@EWg{#NsU&f0v)I@PbF*i_gWGvu&ySgq3K-R~GAjZLRwPD=m2)fPK zw%Kf1ZqgTgP4b+ZU8sac1K`@Fkn!BiB2edB4s{08F0K&(ykPOL)YwzVrT#5t5}hM~ z3k{_j4gM;f*_ofw_B#ULQ=}qU7q2UxX2u)e5G%>OEJMcqImY!l@i+bQy_IuYXu;#= zAUv5Xf)QFXl;3rtQ_a^qx;RfCj^`VXXdcd=@=%?dTt{ra20Tr0UPO=}tsBNAM~AS< zcYolNo!Hx*f<1WGgfd&oiKtjBMZ8C($ht>FND3{JXn) zXZPn&pQr&km55xWI=O2mpjPF$Id3}wEF{q8eTq$@7)IOn&H+?hosET`b4dM{fJ+E| zl6xz{kC65P(LP*fUpj+>mlrcZC8YDNFT8eCjywYOFGwJJfJF5lsd42VhfHm)q0q^Bj9 z&t+)!gV5KqiZqci+zBT%X6e!(E-@LzJO*fkUoZb6Mw{nRIP<6e;8gB{F3-`8+;^C! zR#9gyxW0oy1J3lw$6BK_%*S{bwm7oCeZ^E>wIAhdEg2ZaHmF+m1~0$nqJ>OUY!%nZ zAx6bqk_#D7eB{I0=J>1zr6}^iA5jGo47`5=HTAn!*Omb@%>4X?di;Zp*$T=vtY=@OGu zKViEt_e^`HCnC|$q)eU&LA_X$(;c&sDrG12uLz9Z3$(?A+u8}$Xfl_MS z(%c_EshKU2L){yn>5a=j95czA_l!G)QX!yK;ApVIdRB8}ls^cp7u1V>QmgIyhv(9=5OZ;ANk` zv>XmIKF!C3P^sS}27mPBRGp|XUJVb=y^+Jug652Wb=GgQSi;J`=*&ZRz6j$q>KNJt zy$$zeL8eYVXF*z8qF?;{as?o+k)Lgk&=Vt zXR#XkUWcDlka3eekAVJ9n!KB(`vW_NE~Bh)|wat=6xnbI^W! z3v+4-Sm}kZw4W8%Vfnz>oqRn`w{8IJd0{JB6X!NjorQm*navZo(7k_)3&SkbDBv4| zNP&yCVi+vxAAK7!7>k;oC8>@M@KerR!#LsO7tOIUPa~V${@S8a@q{()u(1K^&1MMc zfXIgJt?;nY#|Rqn#h}}rKnmx-M$nghJoqa%Sc6v}I%JFtla;uRT&G4M$Eqp$9b`5; zR1T5nvVA;%+n-DCE<9*>ScT9HJqGMs-aD~+lM=3tTsLjHw{=^mk}}sZQ~T=OA*{be zf}?P8-rkZCv7XMfm+{XiLvj@#ut8b##A>2ZI9C^i|f z*Z4U$bx!O@#Q{YyL|D|2YH9X#)HS%5HeJ{Z)+@>JDh6Cyj(x();yLB>fJlLqlMiMa zIDd$(&#y+>!Z1Ldl>%IR6n}BdjNI9aSg?kqZ8ci=30oR!h|!o};M^CF)~OV$Ra?;(4F`;SFN$?h=a*FT$~$R$d_bu_s3GM$={%4{U0rmqP3k%36on!(ztx z=gyg;4`&qIOGcYh^-*Yj`C!u_t8`PUa-%m5`qo~AhVTadz^~xSO(=Nlms@1o} zWY#kLmma}rC5Rb0hc7RtcH}f($8*Er=j(CvV!hF4@h)NklzA+l{V}Zts;!3<^-B{U zpN9u;0=e6%*UsfCeO{?fTz=BlR9`{j_z|He%uua39b<^!-&THeAcqZ(rAalx>(v+f z-K~9nO;jp)$!f{CT3xML!mF5CAAA0zKtk#~^^Guw2;EOC>PMITm4HpxnE~SmXGU(q znYWW%Sb{t&0$IUZVaoih&@h_>hw2k0`nG3GV975+RuQMX9*lm-W%&%|n%)#|KdXzG z_Ai)rne`)4UR%q^_%7#2PG%A+QW~K4hd*awJDXlZ+A=iOIQtn3mLPzN^eXgOZkD^M z5~;8An-ViYRhKfpvDI^0;>|=T`$aPuBi%1l=F$Nv)zzEr+z__; zppH`NwplALiy^PMTVUDNv!Q=XrUL4IfWligK{Gaa-#A(=n?kU+Nl0>uKz-9+7ZSA`Kkk~p&W?Sth?Kp4YzAKqWf{$;yCH3MOtVLWot&55Pqy*D6UMUHEpvvtM17(Gr2pew)@pz z!82jx+8Q|MfrReT;N`Q^5rDj?Un9&9#vbxjy}XJGjmIH7Db_21#8XWA?EHdrRfOdE zz_6(w8d+iD2}-LwJHi|l`W4Ukpxh!W((Cs$Xcd>9>>!1%5s4G=F-LXi7)fn&jvT(Q zHAB9X<+8P~-)^;k$pSZp(eptMxJ^bW%9eLx7t5Hf$EJDx`5gxDx`L>Hn=BsVIdXJt zN0MosB;Se;GUGb>>UUCaF&(YX7gBkUacV`X{h+2#Qg0KXI4jLk` zzN(*xYcKZIcuu5Ifnao~6#zZNBwD!wI29nKOw8n}xOVLzFe17+!L7Wcg=N8cz4F;H zR1;L|q9W|z`_hbS_rt@_$cIm-kmlJoH3^=UsAW9}6(&)ENc_PsXy&{_8?w871V|xJ zK}BG(24aexsb#D63KID^(rIMLC=e7X+{_+Z<{*oLdLT_zaWK)_+w6BE2qF08F~gn3 z`@28Fs69!}EsK-EvPaKzSYhJ^X<#R_BU4wTcRhY!YBzC55O|x)wUs4P8@=wss&iTI zE*TO<1SiuL&|_@oZcgon20Z_D#C;u?A?n={s2_?sX2sF>&XF^+(b)(TrnqI_%&p=_ zP$wWO7Uf6`lFzC+wJJuXSdXNKwULwG9Q-2D$78B_=x|pq6PXZHEAD#ry^_P1q!K zFCaG0`yJ(|#*@D(!bQuR-%%^2ptfWUX{oOP?kN9?1;+i|sT=Ogpmk~ASsCDC=%;CK zg@)W-bTlx&eDTFoRVW8|E+bY|K+4q5vF|C365jFU{0XG8iu2S$($N_{31Wm=qZ((QcIfWe$ zaDvix2bP#mCA+v5H{V1Z=9Uz`U2HyDt#r`pi71s%Z>isDW!HoG{v9~0D<*shZ&-pV z_~F1e9~BZTQRyCRs&9wmp%b)fZ+mMi57y5*vkGvPq(fCvaNz|`gtL^(6TbUYy@@pem4$& z7I5^wO-3RRAM_=UDo=pW?+>9IfuXco?e{#vOVil9wp@QDY7s((sq8`#*yube@>+bu z1d`W|j6)u2wp8Z=PMHEKAj@!in{Icr{v_Ba&T@b_oI{J)~=gi{NvK5XWoXC8hTkj)6x2 zgh4ujeut-d$6G%2g_=&@AJoS&Lo##a7;y`MMBU9dd2F_{FT*K>LoDojfK$hp<%UM4 z^(12`)d$ze_vREspZH6}ln%H2efJ;`apJIkd=iODD=85&9eH%uRF5=TzMP?T4d!K( zyXNHQzUr0oL;s^8>jpJPwi0WkW0&$#El>p=*v`6eKtSpx*CB?B@O-j!N^~g^f&ArH zfG{j;Wu5Y7Qs(!SiOAEx=($y%2FdP5=ufQ&g9!k}SANXzUTwY=NIYYIMa9_`UwWCq znw^|4@M-X9%{-Sn!=M+QB*EF!A7nKbt3`}c#YNmX!0-5R2%gp*vNlU zUOwsorG6y|I6e271FwbpSnoIG6+QT_K~P@0h#?Y{<|LN0q>@aKomP&(N<;L*;WCYx zd#sOY?&4)1qX-M_^nI5jcwVPS8%-kD4@2WG5dC{$mJY1p+$2o|T2?OtCW7W#Io^?01cQ?h4OVJ>YN588s3>ekp*m-=%lZ^V=JfFl;Qa}cO zqlpCmSLN5Gs{Ju1@0EO=#YWm{{iSrTy?tcT`b6w;>M6Wiat9;vS-?9SNdxrX;Eqok z=d*f7v1Ys$fq|}((c`1`92nb&!QUNsncSTrnSDGWLI&A>Dal7tULBjw$xNOQ8+y#nyBg~M-tfDu-kN) zp{rZT>*!&YbXIIla_buwcQ_PkB7geiLCh;Eq+BNXc220kpZ8gUQG)ksSOV<@eIgDOLDZ1cirI$oQcZqMlnNZU-PglxeMQ;*!1k6q%78HwXMy&Skims3F-1KuIwf z@e?`Ssh|100WV>~I$-~0$Ap~7NX!3zjm1iV^59eDvl8;DV2s4-B@XkRAqfcK$X-r$i$fDiN`>f0526?gUwFovkrn3ZQ8~Fk|8Z=tDA-GjY z+i@CHk9TqzO;r!T&a6pt!yLXjy0TZu5}vEyyAir~@1H$MAr5+=Iiw26o2Yi^>(smWl`*3cl!g+E%$PtDdUvEsMpfb75}hO2Tz4Wt?$sxflu9Q$_i#ab{#@})LRTQR zX<^~$Ky&;Ihb)7fD+~}gcp&e}+3wdw6s^_cQ8Gbe^DyEI6s=%7(Vw!PQ=GqfVB@Uv zjp7D;S&7vf5%mHW0WN%EkezF+w>4iWJNgGn0vum%@c@%d18$dD71Nlts6gE+Pzf(m z1Bi#Ms>4N5ojFH5*FPAkd1FTG924orf}q4dL5ZV|!IefvNk-SAPnbk>OyH-5#Vk-V zQ9UiR9MkO~Q4Ms$(+k|jyAv%k^$h%(ege#{6xLn_)hKI;%&Q3Y%i_=;hzcf0K<#l0c9Y$y_ z$If-9wY-U`t(N}Ru;br?--*5wIQKe1!{a{lC_0_H&$j!A7Pi4T)2{QpzYvA=ThzJl zE6q0ZDl4{4RXwuL^p_pa&RDJ~X;VG?e7zf>@ZWX6qba4paq?p?1%_N%real|> zdQXXC`+Dt}SY+h+Ui9R=ieysvQnq?gBQKoviez_Wp|npmdvJhWe9->fr*NO{c~^)9 zx2Bxo`JAryygxC%9)F5GtL1u{C*#-$hNuV?S5|tY#3RbYbr+U+B(!P35Zpw+gea~& zkzku%S|)omiaMdZD~@-fis7JpcRxK-aJ?qm7aA91+8%jv9bx@Kl$!Mgowm8-$olD4 zx8yeN`7V%l_Rr$>49f5Kr|^yXCWT9i(h39ftV0djwP-Sa+$lVwWg0aK zZ}CNOrU}J7%w_gx1y_cMvS`B!a)HX6VjoL}I2u_RHT$f3eqNW??Sh&0fSC2t@ucFT zt^vPdB4t>T>&Lj!W_f3K?j#Pa*N0`434#(Fn=tmGyQFmc#nwvQk@KUn39Xwny?gZe z!Ip|bOLt!N%Vj*uSy%1$v)>K`&dRrD?m5Od7{G_b2bdVs);xV!Y{m1D8!y`PO?u*Q zWmD`OD-smTdawnk3oyJ;==NfbXRzf1i#y)e$}F$kX;oXpj_l{Ci&X~`C~y~OrJA+J z)Lw!sXlwGTCgb36>11;t{8c-AN}1Pm2BTN zV7SDg!lOLHa}G~#y69=;>N@KKnRXjC*Yf_ZO*-MCiI7J3U5q?0g6##|Ub;d#JDw4) zRINpVi{S}U8)}Rya2GX_O;dC2uKsUG|9wfjY-A)B{(YBp{SoIe-KW3R9>Vr(LkVml zvBvsgaKPG~JS|$bz0HFAoqRTPuc-aDsg)2o-`!v?ZP=9AZVR7j@nEIi)Frz4AS^|0 zF{~CB4orya-2CV_7-UZWTHQ}H21rFtf7ropY18<^cIn#dTJ-Z7WsCGp)d2|L^Qr^7 zwmG|Dvm)0CebS+wl&JPHKW=_>he0Eklh28z=*-)fQvX(ji?b@d`Z|nea;%*~gnQgm zF;G|nm4PGX%qxi9@RoIkXC3Zx*ak&37aAUG6d}Xkzlx&f+{G=fG$s!gV6V8%?T#4g z9V0>N4Hd52lW*=>T+xwovkr0EjqN<*?HNWzk$T2C`Tco*W^qorFt+(HoCB3?slm*v zYNr(b+(oH>u4nJGQAuGk@p;h3Uon}!V!kMEYCxRL*r51esJe_qJ`9Mkv_ zb|P5<3Q&{C`LNwWk)v$?;P~SOL21;t^0%UI2b$=J7uA{P?XJz`?zCmLe3e7L+_ih3 zwg_fA5bBJ@@o@jh-|-x71(C5xu?_qWn^bv72OcLRDDPMt7pog)Z5LQN^Iw{PzB zzt{EKI^y4}We_}Uz4R&2#dGS-)^l-Pw@K?R1}Z=uQ&_jrn2e6-GGLT95SIcnJhiiM zzd4(?yS37Vus@8w|E_cH5Nf_}C22B13A%k_xR0z&9c?DUVL4$=gieV;Fp}S66IAOr z8(GuqE`}RTtPzAg*Kg?;tlqtG!X=JE0bL^#5JMdD?d8vu$!f!iO?VCYBjbNhPL)>A z1#85X-|0zEssrxayeaJMu4`ngQAb)VRoBmORhQti-knO4K{+aMz+gONe6*TWQB)&! zl2zg0Mv}RbI4qvU=Rb2uW+#VWTK~Btxu=i#%(2eywm}c_u5`O1Q~7H6Ig-`LaszH%)WSQY~lgaZ3@x|5xON4Foq_g~vtW>=z1Ei4}da zt?O+zOXp&?t&QXe&p=~CZuAf|@^YQ=%5!c(LuO;k{bZebVT>BvEKA0Y9^oDDX!kT# zB->?zT}0*E2($cR969l_2m2}?Ig_P#eogU1p*e#N% zu>AyAKZChbTq3lL`gJAdM9IEk3%tuqV8349xuDObR3V{(T)*DF$O0o$7!)G-=Yy67 zFMA1<#c}9sf%CY<^&LX-z$%%`oGw8r7BYLFe(!$Ym$1*POWRljNlUAcd7nHW!L(a@ z=dH0hPT7RXCpi)?BvtDinp#?}gA=YZL$xj*_P>2c+@GbKRT?|4ca)eye|xZB<971y z0xy%lro5ipgfnt$*JhijL4@N{U(H-%Zu(o(ZZ-s4-JU_A)|jYISYWAfcMS@`gVE+2 zB|-XBwf)$>HGe*X)IoKp0OD~eb_}UW{J+?H3+A?(E?qk@Gh@um?3kIE9mmWVGqYpH zm=iNQW|o;5Wjl_UnVCVheDu6CbLKr$^?ko!s#K+2(ymskx754)Ue~?W2Pu5j&(mFQ z3FeN!Yf=1yO!LsK6Ffo~k3hSE*>~G?JKe3O;04JVvQ#6@f(R-wXeZCjb2m5FZaB86 zwp^`9>=Z6%-qL!rt|l*wnmA7UE$ z=~`%Bo_|X!S*^dgB)_erWC!n>%1|y2?wPRSTabo7yj-^J<-)@uGC&qR+lYU{n1w2< znEBmiWV?0Ivu!qSFCOXHF2=}opZPq@(`46&I;TZ>Yc+3w1thh^v8kac^_|J7Ie(0M zHC{Xx&s$!EH~!(0iqgdj1Ir%Zbd@Yxz0u~&G3_O#!eu!!b#AvFVJuXcGB)Uz&xeOm zE{9M5k&eu(xtpzwy(b0J+?o9lY<9J^`hX)V&ghUfLUUl)D+6 zlKyH+;_Et%9Ro$3t(GVAHndzZf#GB^K3{!&U&Wf9O8Iklcv2FT&fU%ageHH2N`K4g zaBr6~%02+HQ#Sfh?mI;b5L$F+jqXxcu+qP0Fs5sV|LpT(>QVR3qmc+qLx?>FcWskq zxA;e_1#Lc8QDC{mmlfr&M@9=cEuK z5V?mao0F`w4!Pdrpo>6TgUTk*{EKdlmb7+}tHbA@XJF^KHzH7`&K>T7?aK;7yz_E;1_zCvMP~yII;R)nI->t606*2X-ODEYL`6!Feg#(C zF{KywK3-@jx;H``TEPsl7v)CzdMqRX$G_FRkE_h_p4Mzn)s znyc{YI0WN#(bKk^JIkDE03T5@TK>_X^r={!P7-37|WlO)=Em z2?Ch@fGBb9u)dL|ANwLGLix?6)hLW2Y+Uapu0|bplAFvzo|5A*PgN(hJ73APNLT4$ z^B^0NkRa4uflyec?wj+?&Klm%qT26OHhLXD!VDfVbC0>$y`yRxpANKGjpx7QSd-jL z9wDLd)EKp_74>cn!AK*sq3B#)y(kpA!ZH|-ikc&x&{LLJwo}JO2gZ4K?+%5@IkXp# z`xuK_rC%bmJnAF`#Fh^?=}E7Vw0*z&D;r3lbHxerd`|NL^^Y9ai#Rd37j7Z%1}+E` z26x0>VjqMYoFO8S1T0;5Hyp&&c7vq+OF97wt?2OXe*M>*oDeakxPM2D6n# z?Hjwss-WDFFiy?Yoa6JAPKQuzEsGOgZ0M|*cruBxUG$!1rj-p+##%%m=C#2mN~Cbx z_9$x>0pL^Uv1Kj5@mG9H5bY=aE@$*p*C=|CB#ZF$a!QO?)={TD1xVLlP6oHIR_@jW zy_o3lt?1m}hCe5R5CKrea&+Dy?e(YTkage%M_~YEW^_0} zsP4R$#ctV zkodHA8*odrozRc#KXkkd14@sqe5mM9zP!UltAd5vj%9M<2&PaK7AZ9t-$H ztK5v~>6SWC1wGO83QlqQY~)=+Zd$}J9py8PuV;kgCD^~-pEi&RAo7Dor%s9XIeTTz z;`-pN9@%E~ENmnM60c|9PiMRjunMsvl)4faFVyPo9Kc;OCy*bsxgtdEP%xW3o%0|e zbBBUzwFFKlkqMjTU{=`j|LSIwnI#L@m6=8$vwD5W^~&RV=~7Jg!{ZhgVR$vFA^E$3 zn5*_@B~Si*$nCP7ZaN93w{JXl+2}RiMKy!OA3*%enk}OQ4)t+tBj8< zFSgBGZaX-2uaW9X7HPb&MdBsBcOR+Z2|Qe3H6PIBTxF$L1Y6Hcr%sHi>kB4Jp1%^7 zJ6ZBo(Pc%iPQ3=29l&z2w-+-$#s&iGHiKH|a}g>qWX4D3Y8Z%U%nSoz*hJjjfiS^k zr*iT(NPtoDkGFo*JL${($NneUK4V`d^FN4t3^kC(co$#I)X&X#A4_+uD|!XREuei0 zEQisyVI0E($#OHfJZ_h!eJG?cgZqO6yjn>7K!ZRVe28Nu?%qfL^mR-&Jgg##S_#U; zE6805(+K>KJKbKHt(t}CU`kby2MHb2p-N(L7XA z(RxMdR2`RNDSZ8-geLG87p?3Jh(Yz3%H%ywqhaD2-f2sVEcGf?EZazU*}QLd0qe$O z$UXokT{3dKcv@Kv-~`|WoiSkBQXGlIH70bUB5gG7#IAbD3DR9=cbsEq9NPsNtO}8> zmrD7}U5cijE_Jp5D;C|nwypnD+u{M*W}w@gg+@jkW1Cenl>uesosYZuFuE6j04Qu? z3p%f##9fZSz~1=zCZdIwWgG%Nf2zXeKZsss)7?3HKHie1^$aX!*lahN2~M@XIXLB(?_T!RBGHjbD=c5?6OM!^sE${4_Bj^h)bQ~0#8HYcVSC6^H=iRT{i55HWU4j4*c3po`Ev! z+Fyf;C8_U(fEkQYu8n7h;Ya|Cb_SLcnbJ>Of-m%<{a9I8W7Zg!1=;ClHIf$c0O;e3 zP&9uoL{^Q`ljwMUdaTP#D|vcBij65S6&exy*}%8H1q0cDGr=Ylnp^CTB8aEW&fkZo*5ZmU({F1l4F1Jws5I&~BJ zWmSk4xg7KZdin}|q6$t4sy}QrJUYQa$|>a_OWoM*$crc#e(he>Gf_9J{6=E+qAFq; z+Fl zx@PoE1EM1dpK{vv`4<#8G-u%IXDRAJ7GVyzFW{vIx5a{iVEkKD)tti#mQcU6gAJ_SV;w5vFE1fCB!M66`b6bqB9!}-{#qQz8DEbc+hqe$Ob%kO zGI}dHL1vl3Ijd(H2{$31*tej#Wa)d_w{-1dm&(#ydc15F6j6^s@pg-Q64nowufG;6 z1X+DI+S1lJp9XE-1!ny<;YyXFKV>epC$!||J8wHL1U-%OYHzw-YL<>h`7j-yZT#J} z9eEtFk5n$;nP{EJQpl)b zqFgORl%bVJutH@g}0^0Emrj zU){(VrE`@{_!LiFNWd2j@z-ed0p>)LS4)e-Urk}3^A1$k9?OhIwOyTT~qm!ly1oqIVG4KSxNf3c~q>6QB+%^3Vqh^baAbvMMes!QPLZB!YQg& zj(1=wVRMRl9_12AAxod=qRfG&=Q?uV^-`+G{;nI(dL)$DR(5xOKA1ht!GfJqPPLCt zt7-}}J^`CdHFT1+h}(6^G$X*m%9KA!0XXapx=%)4m5SQE2%#)T6)7u zC{)tJ7VPpl!;*l0Ts%<~?PQpF^u`#^7tIa0O*i_PZwjDd{N0J9(B+s@wh&0MLo^5+ z3inV>aM+ci8T86>$N%kC!k7KdSTY%nK^@EkEC1VJEN|VFpm#tiRm82?{vOK9ZBUio zL|A|Gh$(bSQ0*`9fqF-z^Q)3R{wTozzMbqQ{u|MmR2}SVGku#lL|(pje8ejM4#lRczRHlIxx0qp!}u9JRx~`_ARZAIwRM;DOp>wW{gA z(smszAH?_x=YP<~Qe&RH?Z7uN^sb>OkXS19 zwXymMRjJ?2A3vaok@K^7cM8AZM(^E)O#5S($R~{2Jg#yXY2&vLV$_@eit@y36u2_r z$P1lE=l`-yoWJfS*&AgePPNu>VSTSK!U$}J8S5$N>p}uL5?0Bl-5oo7ZQL%}hZ2e- zt$IZg@P!)xQ1)4FamMuM05ZyGK>i+kXk74G`BH1#ja)qNNE>u79niFjHPgw@_L4L# zG+M6IeQreCQM-sn`HN1m54KY`$NSeL3S3r~9>4MZ@7eDUM7|CO*u0D%?K?Xt!_s0t zZg+F)2TC4B?(2D68%jPt5m@lkNWo~g2#F$#K*9vD@1G7pC<^2B8OkO#xVCq2pe29l zI#Mg>_AO~Nu8_mcE}h9nDfrom9YF!TMK9l_vEdpgCZopG?jztyIt7H0rbz8*>XadV zs`MUzZve}VfY*RmXdo9pr$Q=td01@K0SQ*I@>lmCar(&t)F zrEge1uOS9$EC$tr&dH;<5=Uk*PzYFA{7!1i7PYcqob)#s`R#z$z|Z2A_xB|?+l~WW z0*)(g@q{TIQxDNc#wFy8R_UYZFM(=$hR@5%e#7@4Jtme!&{>Svn+1$d?H{+qE#D3b zto8|_W^f7YjcI(s8iFoF@-{XQFnK(>5`C%ETunU!tX`;c&v#WQTYyKnOp z&G^8xa3&PMF;rBDRpysH;=uS%fzh#_!NsPR{?`?|K%0w%G?BAn)2!IEdj1N;5p6?u zJ^K|-^SSc8xWrW$B;}r|gbEVD7EqzLayHmC7b=C3wwXspFY=WK;k{h3BrBny`nST< z&plNAh2v7pr*-QAHkt|DWVLo&@}v`NbEk*pVRJ!ZL8p@!Z>b>s7E++VQ3>va?-N;u zh};Fw>fx^0N#R66GB+z8tjs1a?xrFR(|&ryRtul~j^Tpjih%t>2!DgdC9u8JKm*Q! zzMO{L^u;;4&`ZO}f^l_*13M34=8eNaBn4rcSb6+cj1jFK$%W@_=hh*i0}m2tg)$oK zcpdAJkb;<(4%;G6!4dm=Gxmp)XKfKw%K9Sj&a$|Cu&Zgjdk|H8OwA7`HP~<9yH)12 zA2(aW$Z$az^z`Y0vguO|f8m4~3C$+6Ldw7CY`wnEIw`IVb*l2=$zUyk2TGPvBvJB+ z_gut?G$yGv{O%n}o(XWOePwxOV=eX`Pp~BLp2^*HTX#;?tYWMzXy#0(uG%1}APT;d z5iBoObT&Hv(KTeGH8%~>Y`x##p_9n&;e5t4-V;lM<*Xtz{&2zH0+A;hGq7vY)ZeNw z5yO&fp;GGYBIh(>1G94$xlycy!3Q5cKV>2Y=R6`=z5=kk-(e@)549cr#jTfd!{ion zUg}Awt8D=6qP3uzYRZf08_tvlOHfeY*Q?tw{&Z#W8FZ`Izq;y_F_slugic(9vVNF& zeq~Z-lBDbk7Z{Mpp5Wq&Z;3}m&JmHeOe#KKoD7zJ!zh(ys$f;`JNanv%k6WD|2%nG z2-Cz6_s9W4pmQ6eV^Z&QDD_*`Y!Ew2rv6ne5+rZLw2_V_2DuC`7`1D;x6j!t>8 zHApBEGM<^%Vv>rnF{3bc7HA1(96Thf=e57e+?>~)XPuuiPE=(wH20AJluDRo6?$Xh zpM;{Ff69k^Ky1l=Pvz=eIJ^c3_0gFiJ>2O-Yri{&Rx67%hP>BeGIGUc3k-+rj&#T|X+iZ}4PQ&EXa8HbBwGiSgxtYyskj$^hIR70PP3SzU zCCA@rlE9hTc9CM1(W|1iPj2XLU%67zDCoo0UEp_UJO7KJ2o z$TPtdDy`-yzR5Vq*yq+Nebqs?c6-k8g~znVYlwL!TYB*23#tI_*L~RYcSXuziYIAG zuzh@^Tp&CbuSFudh7kr5$ul0to!C2SVF1oPjJsH=9zIH)R1ACgN5ru2Lja7JPL`3M zM#hER_|1Fnx-ETqrHCT~%#T!mO}SHAXe(Hr%i&9g)CRBpBieTNu|zg;!ajp-9=^IY z0pfaD51RCt0r5#Nq578r{0h}i_k!Oz=-Eq@-mF5}#sMfLWYdI)y7Ejd|FNk;|XyFQYq^$VScH&zWGlD69p!oxanMv|E_5f$J{54;>;b1e3xKQ4uQK z*j>!sRFuoT_-vl9T6YfYAOHTo37#L!Xb*E54A_%ZEi!-MMaV$XWmN90` z8!d~F-n5e+s=1i6-7~>dnXNsnjsD(sS35aqc-zbm>F&FiB$3p+Maa2p|1X*Tso+^gK+ zrQ87ooY0RYzMnJsErIV5s)1?(%YkGX0E4CdPrumzkWG>vhTWhwDD?7Yd_fUdts7C1 z=HH9*^NV;SOn7{E5RT+;tDv1E&R9eN4i^Q5SUaU3dTzwOYLFwU1v4b3o%hIO#e{Xx z*mQNQzl9ls_8pw?--ExcX;0CmM(gLEQnXP{VT2b2KULuTEK}HIL$>Da z?!Cnt6o~6&d%9+tKKp2e<>=ELi9Lp(@;Ewj4TytdNp^*VCvU>nqzN`knpX4Mh5BO4 zWPS^D#|=l7g(RjQDikWv%U@I>r2?GxXg+_D5lTW`PW|-ro1ctp^4Oq|XQO4@L8iKu zig0&8<2qLR8`)T%iNX>H8AL(2c6g(~J4u{q8TfPXzLqXfeH5?jAYoqPLfBesMTk`9 zecEPj-r!sc*dYC3_5M-CBa~X^2X!lc(xc7DR8RI*!K2YjrnwA)G5tCnlLpBJ54}K1 z>aP!QV^MOJq;w1WkYML=N9mft7W6{((B}&2E;r#GL@&QW(a?*c{QG)h(Xx2R(_D3$ zwBxU=Ji$$_GH6&>-HTcqzesDbedS|}1iXD2{IFwTUGzxDYr$o6-O@!<&=1D_d*k{^ zBeRmS_dhiiF4eQz(j0w;jMIP6hwNuaoc|_l2l76@nG=t!U0fUnt~Bc}65eMXhQ3@~ zgtV1|RU}sb(f8!{`2Jd3txDG5ZhU*Wz95?!DVNQgmyvx^9GmAn*`-^z5(IRriEw=1 zV`NV+7z7|s+ZvMM1a-zIqmqsZUZ3@UK+FxI68*H}=hOz0?ihCDzXkl-Yq0gcvsLk1 zci=M$ivG0p*a?z478o)-7dp)S|qe)|b~2f1H>iaj>4 zt8O(sIT8-ZQgv)MB3L6G*ar3cZnAu!IALbhaA=yDW-I8_>Nwi!)D|}U*B~@=6?qD) zkqH-`w{nX~`%R5I=QX~3J~KJTF9w2-q31$3)kh(9X|>Ul!r(&rJhux^;J_wB`6uNZSH*s+Naf&vU;3AU6yof3#r?vrgZp?T1`&k!Q#M7PMl3SeDE z<_YXboUY~huUr6Ttv&3OE=_ykM~_N$37oN>RDjQ5N<_+O$c8?O(WtSwHl1H^AMbmH z3?r4*dHr5JyDT3h`|+E-LFLccauj_LjW!61F|}&%$FtQE0uy@`Fe|%z>#6V;f3+)I za(RW|8+Nj8%Ld-ll&M-@oLc1m^kL7TyLTUsRU?mOM>vrAglfOpZL`a-G!VjXW<}@g zPMdN}>?iirUpaaFM?zr{+uwBU7 z9nfx{=k!}Z{RWG_2ybSkIl{0 ziH%SajP=t;umGHkeXqo1y;t&yVc8{hnOtrsM~#zC+*>Gkr4x&IW%^z`0;SeLE7}YA zs3(80P1`+A@{S0M{~iSGw0>1K&UqBpRk}gL*he-Z&yzo}H8kl@v@;Haa7IVU&fT(p zNg0B@!Nk!RNu84qX514U6Rk2`Q|-F*#kFF=ujau zap-`O{-_tlH2TwYrPG`Xn?=4d!>^{Mx>}=jJ7G)qcH!bn!Ku(`fVjRK9`-o~X3vz~YdsrQ zn&Sb6%OQ;8n*Cm$__~m5>|T))77kpM2lDUsRP;b?2{@)%?5~uF_^STs`~N*fb#| zx(e1Ga$n{_hL$eR;+PFFKVJsO3JbL7UFwDtMvv5z)@DWmSK?o`M|g`bSL0Q){77F8 zX*l_yH6^&@z8ej{p^XG}Zo2Qot}4MfKG)@y&Yy0*<`$@h|0kgAp_ouwJ#LkLYC$>z z=~qr$UK`3Ol77DeirtDtnmHWeqBi~$p|HS<44HKoN)Nt0BzDZOv^ZT~+uX&SWK8p= zj~VGzc8fTAlqu>2b{49I>U)||+h1I52&j%r`l}=~=+8BVFr4PI1JR?FoLICvE8XL` zv3|DURS3OKMIkVZn4-w?o<#FkUB>Ti|7g*4lwK{=^Px~h^gd*w+lJ&1nCK!;`zC{| zXObeiN+Dm5PnB=!<5qrCJt}ICwW$?;we7OSGOQ}J=0AhtRNG`Dp;}sIdoumy)|H4p zN-`AA@{qKXijr47CAkf)=i^exfD-3=$fghE5+Aft0~~L^evO!3zt16c6&S`AA*=aP zV|YTeKOzh_i-oFoW3--fsfQ4oy=wumKR-|?Hc1~kkey(8nAui4 zV_7DZjn{Z_MmzrT4K5a+<);oyps1C8{mh&2AuhyB$)vH?lJLAb~aG&0|v&wlVTAB6;J& zB;m-=`#p#5(l@;YR=(kKAb(e)K9pbZg`&N8y3Q~K`Ci*+)6^)AFi?N#a){~h$!hz? zb1w}_*@Uf4w=*{o_Qiea$pYg$wvZ7$I~@Wi?!>f9!M_mYtfIu{a@9@i(sW1iM%I;B zeDy-Ne{PO`XzYSV_a<%$KEzlaI}|w%A%4gQCUW%Fr`Z;(&o}oy9j%m|Gm!zp<*vLndBcRMm9pf zwk7ueB3pxT{$W}rmV|H+!zk+9@BK&4q}cp2sbz}(ozInX)qCl^;vo+PQhty65@fG; zXp2K!%Qfk_F)POU-zSR2AgBe)W7?2L{156k5Q>{3Hjm=l{{?mb<3J7*BA_uqO%D8b z6aV6N2UQ_r=PQaX^uH0pkT?E+n%6Sfu^#>O4`KXo4~>5qqr|IQ5F3Eyeda74QZwrfg4@&zpv&$y~GfOjM+7p z1?vC!QVf)kW~B3d2>wSepCB8L=>Hx1{~h}O{nbPK0slMUe23YgQ!~L$C+TP&33{mN zQ`nk@04@+`fo{uChwEWY&rWrr*k#`7p>aMNDUq=W;@R@8SMWE%+`cipe;|J9b3)@S zF+d+=`hiXE6}fKq{Wln219aAvu=0(qR^={1h~DdBqaX%<-T0pG?Zuz$VwJ30OVcVr zQ}N5R&M7ar#8XbT6$pl}fPf-u+GrI8b~?i9B*weNf9^{w)(ePIOG5s^uW5rIx|%_U z(p#rv_>0GzD%xrn@_F@m8ov~YK~0Q6@!EEUcIecUHS=Ux^7Hbmyxo50@0%8-_+K@0*M7NG>#yRrkM(IBwuL9rnb^n634|SsVR1x4U?e(Bir=nUf=MRI%b+3bQ z0IxR7SB?ol!26p*<*iCL5Wu?fFFqZ;Cs32+<@(z_C}MLC!ih7^X^Q9C?(etF?kz1; zTys?K1vKe2R?O8!dsPJOZHoBee+hqB5j+uTh3|vDEK|Pm7k+MSJ{dIElM$YJC9|qn z-V9=#-X@!~d)DvRwzejF6ke>F(yf@8VaYzUo*R#YQq&2mJYaj@*|e?~I#n0NDTY?~ zg-`o4y9YwDRbs~r3@veS;femIWkJ=v;{V&S0H}jl7HDgiIs-y|-A(}Aw7D~Nl>$fK z$Gh(hl5}D0dqyNDbTlE0@x;FozMJ4@zPt7xJr%Zvy;3RWXrdH)n5PfgH+2CPcc|Tw z_(i{O+t?Cg)fRVMueFExy}xoe&R=YcXOl6NRVFMP4tVJd!NQU8yjUsNc-#4WKl%6g zq;I2k!rpLlP1!85IH!?xq*y<^Y%iM60h~6^=|2Ud{^8kL4tS6Hh9hu^ zpW~9!JoN4{RJ$21;a${EZt}HH1U>GINy$-%0CgHCc*pAB4H3|ASkK!f-iBo2A-mKy?6e9wMlS>Tma36v;+tpe_LhgKW|HkDq{R;__HLxr73 zhryT~r4Ysj&hRX6T&69W%She41Z~y}@ooKBEw1y+KZvEaoYE3fp~d*K^=d#?o*#uS zO0u?7;1q}cgO6{&SQCU0I6cN;YRL2G>c%?wOpuCL*?9y)%koY$kGId7@9mw8&l$UJ zdA)AAG}kb?<1wcuJup7cG$^Z`0>$fAbr`h?84Ib6-Ck}macOB2&z^NE%s#==7M0*| z0~i2r^{nR2mQEbA@1VZDESTWm z{Rx>62WXxTp^-pB+(qfX917)fTc+6S7roGyeAS_$Q?KCzE6&@{)1T8tkicp94v2~W@t zIGQ7GF)u#7kXoJc={|pds})F`xL=dmeFcP9xNmJwxenZU5BiWFSO_g5DHhveO3f;5Mb*%4BW_0fTv0mLhnXAiz zDcQ53FK+r$p38B2#EXjyS)r&2lK&N_y29A^rxnql2kyy-jt3mMzY^s;;Ea(S4iUFq zhs^Uwo0p92vR8x9nZ* zlRoT*;PL%mC`6n!=b6Zauckj!#I{e@WF)&S_a1EH+G;`0KX;u|l}Lt6Oa zm|N2xk4!pc;aI7?xb7CFAq(=aSRTO{8Rz`y(ucoDRRu$Xe4o)KSv|b{K?BSIOa&C&1fTRd3+P6encsKrIRJlJNo!R>T7UoAekav35-=()xdH-N2 zcZ@yn22^vcW*k{Mjn+vm*39Euva2$c&-v}JJC0+*lU2jHlO>mSwyts@xj`%%bLx=` z9yG=5y#&$;y^6HRIy40_xe$N}YSk`$G=M<5ZtA7@`=h#!;@t zIbj#iV?4dQQ}J7rx;{;6<=BDa>4>+G3oZUWTh9h$**;3}G)Uw0eoe)HqRSjdF7z)5 zjnl1Sze$mz3!Cj0L5|hM)-3eUqEjMsyeM3WvHe-oc?6qZoUPUI1K65f!J7E7&X3Jc z`A6p)Q{GKTfPEjO!lkiFEvxb7cCEQWWD4swJ==>XdsoeDX!p0fJ{@x$h!~$i!?nco zKCp2^9I+q5z%JP!jSxQj{>XHgF|=zW(8e0+7 zTt(gwD3=N_e4QmewKr<;-fJ-e`qC=em-yCw7){s$N0K4GP67#+*za+h(@}>7POHh_ z7oQ`I@%RCC2LLIywCGL9jX?fR-jo`Jf>fFRbnq5>vXA}m3dHhpzdqiUyY8&cE|7(G zNU18>7~aIG{oV;w%RpaR(I(Qfj>Vv`A8pkaV)N0$*D?}Jy=0QXyqi&P{8%7Rw0wuZ zy0}RZ{MN*pZq&4#H!w(%oXX;p=mZ!W)*&~M7Ff3Ge}*@aA3bqzP##6BOAf;n+Z(YS z-rTOd{0neIBoRjdz&v)YtSV=83!S4gq9HfetMc3N@?9q`2#57;8%fqn*LOn8=nFz+Qn?cHGE_SF22xcuzdr?t89&6S@}duF@{Qn^?gp4poIMZ z_vdN~S}==z3&kJFz1*-VsWX=CkB(0_RUGJ-1Cj8l$wO&mz6=JD`>TgI8EmMh4O{;o zN*b7p(61|%i}>dth>n%qJ%?n>v4)(M%`Zl|@~oVM(eJ-jIz8re!jyN+Cj&cpYMPaVOaMw9}^5 ztOcuGzJ?j^p&~>PupRV+r+*r$V0Jz6z*isQ^88%#kt9V#D6&1*v*{ijZU&pzR4Z*7 zSq=z%-xU!)`YxGs6qKXd^_N3+J|XzBwKgvR#EJ-QJj`*~G>Jr2LHSo(jBxl3R(nwW+n z6&wACA&=qdJ}>ZYulO4};p!|xWxzaOBbn^YX$pPwt;%CC=l~;^#Ny*h_j96bMiIK; z2J?haq9y2hDqy`HvMD-a=TxIzHhB|%GoNC>5@C)fe_GIgv)f~Q8IV8 zo}T^ca5ezS*&ij7dR)|Ocj3NU^RL^Ng58^}u&noQi#(;f;ksouA-A#{ESeBv#IELs zWw-6y3;TZOPS&C(b7&win{t32u7@BW$MQagVkr3mx+^1w@VM4!Tg(~h257-e>EdAZ~BJX9+W^on^U*TwQ6>d z4Vq`WY2UVDY~2>GX8;gUn6#Xw+2M50%lx2-b3&YAW}j_L*a|5%fo`*XQk@m(@O4;; zAq0Qh>7X!St}XepqA0!egiAzl|1tQ_WfIIY=<0C102izcwQlJzK@my`129a<(nmY* zGhqgIg99sWnY)xUQo??~9519)Ovh=Od{|C3ub6vO&dIVg0XwI<`*VEyJ>gYoDHD5J zo2EMCwZv?ms^r8(xZ4$w0r!u~@f)w&>reVKvhz8%FIkO0M_T6PxgMKk~GxgN)LYz(6w@wAQ+w0rpbc000WGz1n1>!H0L!ka233#RT#4 z7}E_IMyh17S}J}~gZL>-;%9s{*|Bnsxd`XNA4fb?b9d?0tk%UR5I6zKsr}&f+^8~V z)Awb?68@RLcbFFXT~`yt0;Y-mez4---Rl{$5gak(?N=u~ntiu#qmLY~A%!J7)*R%R z!TrVWFPIm;C=KgA*NU$1e(+@VZ}QR1pX7a9PMt*yde>RF$`TBoOFl=1>9ZbjmAx0b zAva_bKJ5&V8rS8Ui+%L5{R{2G#Us9-+ys8pEt;=uxxBm23yFsxLYW!r#*seg+bDu& zi4S>5Xe6EPSv6`ME!vY}OmI+hy?SM)p7!c8{^Zc3pK5<@{xTLByhx zUJhd~h$quuBYYV+53z2H&Al3@5=rgYvV!TGD#54tA^5_Mc7_59$@N9(m8G>YAW+p1 znc#s}dhU=t{z_O9Lltk%4F_Z7@!{9A{Yki;kMZzT<=F+qGOr=8EXp6QPdazJe49qwIbrAFVXK)c+ zAMvEQOF2H zjHEy42R!NF-wESb36e(2I0X)C$eHUIX8LQha_rBXY5?<LX*#dYCl{17l{QvBTK~

Vh_C$I&K+3RrD`)t`|88N~VO870kun!*^8e1(&NxZxAvB!6yREzR@ z&7vqY!D|y@C~^i~#|sx0Jh|h!35XNC4ckW?+h33(b8*#=LI@cxgy1fVpFuqE_xTR% zdV{T(FcrWO5c_(=5daqCCR+kI8-FL=)l~5 zR~7E=YIhvvC(Zl%i4UvKJ(xH|MDbw}5IgS)v2cRfV62SXdsxhMniK>|OSI@UmksvmQ&)$W zufD%c2=+WfE9$t5+!l4_yS_U5n>ho1CFN|v`+rL)AWiW=S?d*rhh}N-#S#4yEZV@T z)}S1$n!=*>?tk5r@%C1lyHjW1_I{(@9sKDG9o9Jw#jLM%1eds`QzSVQ!e+ckld?}AxK%VsRvq7sU2OB$)FpU3(!E(G z-r;mDQ*=C^mQpXwm{}AnsGzaB?I{jy7d*JRXx!dhelS6kpui0}vdDqyH!yo4DbjWH8vzdVmpw3Do3E>QHS+b?DN2_jHS> zfhCKgm_<`0s%?}fN$ln>kCi%4l<^dQu>~@(qZ~uNEkFx`AVQ|rJmb8pfFb+o*SlT& zjC0?i+4`ZtsKjuU3Dbz%N?VoShNIShvf^-^L|f`4rdU4tp+8&6ZyEnRI+_)VpFOhA zrtX6i$$GDWQ&ZUo7fP7o_!h zCe8@x?=nYv)nH$VCloa7Z+z5ji-e1nuzN@`A?3a*JS>tiZIaF(Fd5*-S|9=s)J&sT zDVkzsIEs^pfLKXP&(S~gH#eyUe;m+?@j-PtgX9+3)`SRl+x#!}>2}9l8WUgG{>1Kq z1aoIi-%>cJia``@@Sm|~J5FccGF*^QvbQmk#M6{1NO$O+h<-59W%|-07rLzdc{cT! z{lofYAJt(b_9C_YJlXS;G_??=5rH?R*^B?;g&~&FCGT_;rOfOVr?>N5Q~V^K3~GPp z9-jP86G+x*_xgTD6-M29tCJ`}^@mX&SQvY$D0`rQG^DyYJz{z!0z zE)u&&fBk+Y{M=$Y}sBlwoqBv^-<~*(H-o}Z#2QDr( zD`(T@JX|zN*++bIca>)4Ya&%=VEia@r1RgGGy1?5goaSjyD^jQc+s%*VKMV`ub#j- zsldzGZO6)+5c70(gL=mn_i;^zW`xkFWFq-L?*fqYEu`T@i#&w3VkXVehf|P*GJ-QR z7?i%Z3#fLd@slFA19A>iVGe|)y<#0aH2?T_q$BVRN|5c5J0?Px8rh^fT+EGU98EM- zKhFHVvPR18-pJ-rGCJE}ScU{X_(YrW?x#L`T{Ej@JvN86b`Eh>Y~l4DnO#1FW&@Wl z+AaJ`QXFWrgE-UMJxWrlS0n7727CJg(tZG!G{ui}W@kSAa8SSOEOQ{`ys$DJU4D!C zg`rufnEi@s1>3x9^2>5N!I=LU+k`bdvG*Sn+gZ%AK3~Xb$PAcBK==$Ysh=;wTPaQ} zwMrVFBYVWC0VJKCdKp5|NN_UN%`Qo8JwJehM-+~{-I@vcKPkb&QRT3oi&<1;AdB8L z4mE!V?fLT8%F6gz6UX4QSTg0dpw0Bcq4vy;ff8FZKz~~oj;8>8O4d57ELTiZ^QjhJ z(aGIisBdZL{W7S>Y-%UXU=LAl0WPz-DRqOq($XKuGMH93kEQHptv{@hT!TWjqrMSB z-Le4b8}0rqpVaPOq{XQU2~s{=;ck>VbD|Mx<}`!e^BV$Fga8`FjqKJaI`S$-MKnlG zlrWD-e_fR_gck&CASr8$+v9JsyxO8;WOgHTm_!SGK07|sX0~C|A;TC$E zP3KJxss{o>OYDp-`c@VgDynIVgCf{Gsp4#i7MbC~6~}5(0_@3dnu{aY2bYB{6A!{9 z_FTuW4oX-}tR(i>^PUUX@x8LfJ;zL6Rg!b&tHDmKW}7k&;VfrtR@4v`^7qe}SKL7A zCpTErdqdcg5Wd#T5CokW0iZ|48_}`)CVn8ZIMn{fAk*T^xW+6bl(Q)ZsCWc3_J6V$ z<**rf*v~0z3TIC+VCCH0VG9UM>$`bEqn(LEr6j`3JTx(~d3zeW9=vNo;+y}cz4MBO z>unc!g3+VP=tQqEh~A*f6ARFQJl-zF*9vXsM_h;9R*n}2! zWaE8(sdagCTC^PO?K6&t4?EmNbLm@0Nv@0X9*?e^F7^ftuQP>{w^GxLDO_;rMQLQp zpM`-b9L-Aiy#X7rP7%=W#l^jgZ}KV}z|x}$){eIl1j1jD&He|^Fo2$GCf}8je}zqy zUZNC#l;h!ZZv>4VGzZgVlD$%{Zje;qZn)#oYv{&WRcme}>Kz+*Rs-xJOt?JMt$`CkX+*&n$$5qRy7_#0Lw0AC3ii;%V>0S@*15RV8`k1 znatXxG5jkobF@SN0OS|>DAgqi0eJF;BZ!9cd9FM)rcF{P4kbg>e&A!BiBSo5{1*wu z-5~o6SqBoK?x?+p9;+&?=ZXa}o-pv6qoWMsUo&okQEPWcmCi^GG%t%%o-UgS<+So5 zp|Xrob$;`V_l`>j4pXh$r3|F5k0x3qHKnH`QzdYhd)Kwp$(O)#03CHn?DmI;4^n#r z0RunC^bQD-*psr45^=6pO?%e5Q!SZwE@KiN?(su}oD)tj8ik-{h~oI6 z;|Q03=QX&)P{k!b>iA-xYCjbHvLIxynz4=rKFV;bTX|>rgFu377Z%cx7^qqCsUGD66*2LQguY|R-Yz~ zh_;wfDo=a)=8M@8*pman&CwsP2!HdhhNK^o$@cq7>nS#1`9vgHtaYB0xR}gD?>okD zIsEwq>QA`m&4s^5qh_ zG19!6018rrUWJ157cZ>#?kv+Px6o2U zjH9E-7^Qs#=_3()=>u_N@>G5^;-bEVe=gNoG{nJd?8f28eMj-&u)+#$#W+iX#cnda znn*<>mnlRjf>heFJ-~CTFDkC1#pj-}8pkhaH?OC^9{K7~;IS3M z8r26ZvWPShv9KGQF|Y8u?)3Ax-s4`Uv(lL0yo&TEle2!0W8K|hIbkh$>gsgUaxqO_ zqb#lJ6iSU#Y!Ld^wm}U{l+6+c(e0Ipye?^G^m$gSM@&jjH!s{=+U*q-3;~)*O$NibU%X!*CC$_-InFk#DSEOlpvrY_v|`6u45VEs zvkr-2YUy_t0bOm>)JngV{XGYiRZ;|6zx+(or+*F7jBgJOJhV_;(HDxa8f>w)`%H24 zaLnQNcLHb$H8U0P$n${BCzDh>ASOx zksjXxM&&i1xcG%@!V58mqlr`?)02z6&`P}~P8oL{!tyc`DJ(@ulNFLN&plU{?1>7> z^ow;?y_wU%15Xx_&{9BtIL-Gy&Ttz3jbr#}25g9Xfmbw2$x;1s#pj?X_)f_^0#OYr z9x+;WX!57qxiWkWv-WX8QqOI)cWDq2;@|n&r#l2KoO&Mvf62bAI}9%8q&Wo|)U1?8 z4267jNZ`(U#Tm@G2qiNfK)e!mB=V(rgj;YFNx_h^$qG|j zxI#A*o8n8bYmVWvSy@VXW5~V*#iboun(FnlXu>Al#;QuL4=p#*0(CDxy0EFZA;*@S zDLmRT$b|EoUhAWy1SBQ@X4~>qEsoXKmzXFgd;3qknaXma5)V1dQxvp$e)$xJ8xV0^9K!uBXYhCSc)H!@UA=JiG){ft({fd7?|c!*>Uu z-YUc9Cu^zqBmp%^FD5U?tHNbhAqX_WqrWr4OTFxZ%(+>x%xN&3++r<(2zj7mV?t*0L&SDDd*jgK2j1i2&7WNj{N#qcnpuyW5$vJ$ z60B!1-bJ^7gOEY474=elBqKmQgNR_|9&;w6U??+2%JdJ9)EcT=j;aie7_`J%vuUH+ zjdoEEo4WJ%rBtP@`fIVxH(9hdu;0q1|_hwr~t%2KeR5!3p2iy}D-Z>vjMPn*Z=BaD60!cdg z33Xf6j;=Pm6Q_woul9nyya{zcw)SrxSb~TC>P^=?ND)ccKgxEfZdsq1tD8R9U1UIR z()3*4E2ChX>Qg_jZhxSudd+E8n8G@XdncP}Q~kyCkof$(JI7e{WOe_T#9FQ~yz8#6 z-m1*|6z8r0X-v2?Qy@CM@Y6zwW^*qywdX$fh{b{GmYQj+!M?>6cV#-;?gJ8D_}g@P zM8>q;phaY?E#Bs?2Jy8`kJRer+{7F5l>t-8>mvqxLGn5Z9&Y_W%=!A}>GYRF)WP)0 zLWp4ukz*6bV6X~Z8>Q}4S(?@KdDiLzw8ilfih)>VG91*=vlcx~*E8SA6*&0)pt%dT zSx7cWsd6x~LHW0+j;HfvHO2U5#CTHiKx5a-l;O~@Jay<}PRo*)O%;}of+VwAgshY2 zd3k>TLWr7Krm8%GuDbxi>NUA>AK@gK(}#Bade<%d`{H)RvF3Q7%5kj7qT%(yf)sOr4|8I@v>q zNDgx23$Q7yBxbAL7;W!fe+>T|W27ldiM-afuAbiY zMBa+yujUYisOmpiTRIuSNA&Pq(OG4+aX}12c9nL%Dujj)JQ8h$;JM}9sr1RLW2Kt&em;epc%X}qcj65U9 z68AI9M9qJd-C0lI&s_oK+x+a1%UsT;I`qgt742TVDHFPLPjsxcVa@2+7V<%yb~{AI znUP`KGozJdsbkDe`eWM`aRDkwvkBy(Tw?dOp&Sc=^3&@&)P0vWq;qQwe55ILV=bD; zb?GsoyUM}gFt$zCw$mM&G<}`)SX$#>ts_=ZtJAM@=<1-z@kb<6wF}tmSyz$m7p9Ec zs0B|MvRF6kdw&M|^TxH5-R!y7_c!A}Ft2fCWlhH4rEKFc;($CpKA0QRey9)p(?uRy znjv(cvTRR(zzfE+g0X#4Kl;0i~vUHN7EK5eSSfiR%Ul_BI zi;d!8t3q~}EcT%@!FW9_v0V=h#ZAR(96EqMQ;gjgzV3JQb*y2-bh^&vdq;?JH)X>w z?hTno5cc)IK}%|0UT+h-37$A)hNgtj*U4lW(n@LqZq$(EJ}dMIuH`rifD&(@Q{6Ey^8>1(YcPMx*H1Ne6vDJ|DZJF=^0AK`PBzF zDznVXWfPGi7zjV-4=Ty_NToeIFrGn!POY(eIb z)2$)P(>tTuhc~i@l1m8JtPg% ze$z{WK6TobW#lxgFW+#zUs+pc8+_L|)Cl(i`p&n77w*B0Q$i56ei0G=@*YM_J)!D# zEbMkiWO%*P|6?G|jf;3=LX`52$4yesGtUX5SQyRyR&LHoLT?U$AU@zQNYPiF%I_8n z36{h*mL7Fco~q(%)$|O^P>|}>ECl{M_IgYisw&1K=_gd&3?6?g^45A3zgP>in zEvbb1$R@QFWk~(Dc*K@nQpB4O`%k`5T)4(>1w6W^PcPDXBBPFmhIxqk(Oo&WFbP~k z>2vW zeh9d$on^sMhktNKS*(D{9IeCBL1gPnm>4(~DCm%!%_DhJ0Ygf0Xa6MSH5=qQ%)puV zC+*-jV*fG_CwgD9;K>j?d=e&};#s|_a`~k0g~uTY1T;t?)d8_{OoLZ{bgv#t$S&Pr zF)kLlpq0I03*ZagAsLPKS36}MpAL|i#nV5c(>>WK?!p*h_bB_vmcD_ev=AB*aK>O~ zY=ZaT%k2cH5u{Pbg!}dd;Hjcw`N#6!U8A=%(6G&P>% zYQ7w?H|5ar5WhtrM*IfsP&Hc^@w6H3Y9bZQqb+@3n^+~?5E45XQ#jA12- zYe>f|!*Cwl!HIM{1<*-M%&>#nVpqfkRbv-OO35a_(SMSq4KziTRWun)DZZm zSx%!f=vSg!*x94)$Z!i1ag7;Z%xQ1mu#YcuC|xW;V-5XktP9&okYb(5*?uwP1E{^B z0ke@`PYIB$#qYqop9K+_QD>LRQp4tH3|NgVUO)>J%%-X_!Pt@BhP!J$ZUa1_`dND;K{mIYP0!HfqjUp=hJb6sFGPVND;No=v${=v=+xzn$ZE z2^^N(6P>L8Bg1Yr_EwP@jo7LH{nXr!Uz2D#o(Wt|If($ zKOdIDFplJF*NBx3v^C7HqWn*A|C#guECv7fMJ)W1xOa})rze@z^cvwX&@s_2)dWZU E7qpf7K>z>% literal 0 HcmV?d00001 diff --git a/tutorial/figures/datasize.png b/tutorial/figures/datasize.png index beb8aad449fc7920b825e49822309820454506b8..0c45b07dfa55e1c7fd95d6ba21e9ad5ead87a19c 100644 GIT binary patch literal 269974 zcmeFZbyQVr-!_Ug2!epHXb_NwMMy5Xkw!{Mk&;GY(b8Q?igXDmARr*!D5-!T-5?;{ zeeUJn`+4@+&wE}y|9xY84-N;5x#m6RJ@5F%bzQ$1rlul?i%o`&goK2vATOo1lTeX-wrcl#!4;?jRvO3q(RX1&5w}M?!Le zA|b6ABOwVTBO#GEysA})fiJSnbQR2%m62G$XG|otYXnFr;L|nm59t~i65?v$6O!UJ z@_&8SxW@G7Imk#zAy!DJf1dLI{6_r5g8zs%fBZ&$9*l$m{vtpe$-MUOt7jtr)e=)a z6XmbZXrOOMND`V-3JT!2rm2&encY)Md*{{L>O0^7mV>*O@#Et&-^G83;;8y>>likxl9}7GnC*m7UE)FQ?|J2Oc%KZPM8RDBin*DsP zKW+y@TueyoshN|My{)a8owMk_M;!L^PXDhj|J~0&8md{r&1`g~tw77C;F(0ZxwxT! zHv8vS|70n}NCd&0^lfNDM=h;86ruXj~aq;qS|NTaP`|58^5sxgSVfNJC z#sx9tT6R{>qM+ITboigG^#0vUl#7@5&qjYg`p*`+|6_~4AN^+wRVOPj;wFf$A;#cm zxBhZ0VtHvrrIrhoZa$a9qGkC6VY!_vLHm@MQ;|EcH)ZKAVOW#( z==jyakBW?)AKv|Y6r&esA{MIFr45JgM+`kPTxQlA3*dX~SmCIOn6Ts700z$~hHF^z z;>ZNC&rs=U{mfmmN30$EQ z|C)$=WLEdS_W$0gzuk<9G1E_4kmN}5cOC}O4jPPUNy8P)GW0O+SI_>}Z8BdyLnm0$ zpJe^t2I{Yq5&dX}+|KlChZHH<%lzJh)6@7lA(P3+KXokq?Qu2@1-&wT&E0V8_hu4w zup7&gM!mnI;n&mt=hH;ef?oZ1LVj=FO+%Z9bG$hRM2_^2N1HD1=0Y@;xMUz=K3>Lx zmb<$>oESc4+;)>S&?)Dk1WKoj-=68aHz6)4VG1wq+`W58*S_JP6^Ex+ZRqW2(uViZ z6v^g?mGr^uY;`}%P3GIf^13FOf3Ld)vEm}AvQy&OMH8*pJDRR8wt9u7ZW%HfdLMj+ ze!Z_5R9Ha86Ivu`D@rFnn-xNZU6AJbz*PnoLjj-lqk|u;ak`u=C53GHUY#lPOxx9M zv_7zY`*j~)hXS{AU(HKurFh!QRWxm}RzJW$}2AcrmbDdH7rqNh@n<{d3ZX4#-q&=IQRs(5?EtU>Rb)T)Mn<cQnV$!LHU3rr)kTD&ez51>k7=&neWTHLz^)`MuyY*KuY~*Pi}TYomlCg)7&k1fAe} z93SW%niem{txL^hGOSBJAYUvCt-m4U1M8vpb#aL&x6!W$1xLuQkvrCSgufGQV=+I~ zt{aE6dvHz$nGVAzM)cG&+4u6K4V(4N=V3xr>@MN0dY)OoY$a&o?9s5MYS7tMlNejm z`7W+3h1rU6d>olMzEc1!{@uOV>G2eNA!-iz0xS$_F9%)sr3BU{YM%ICn%`z!n$J4u1Z~$8b)%RIUU46t ziyPKtTWAZG4=S>n^~_Tfy*2B+x!7@Xo^9;RWi^;vw*1oC+>mA7CyAgr2Me7SbNXJq z6Y_d#lh15YcPF|1D^l*Ku|y3TkXIb5EsxIMPiW<}yj`em=hsRG7SjgA4{hE- z&wf-`7~bj!^X_oETCjqyCU&_K)5cQ#h5*C?8-6H~SCu0Vtb-0l9&%o%tlVzBZgJ$Y z{U-fMyUniMu_Tb%dd7~|d@znej~f5VEL`y!)Q(fBz^@|baP?33s{j)VG~A3JQk zA6@48L=AS41`5_7XXR(fYaJ}IHw!b3>3?91)~yv4@0L+Plwnurd$=aNgM0c(;##Pd zUDQ{{UB%sYy^A~t!_U*X)al zlj|qVvk+RTVUgxC0$q9aG`Ne}7dAmDBA#odYh<2c7G4)@Luh9TEZmJzBVTWy$j=n| zQmc_j=hWW&U!d;0i;?6m0XtZV(}s&-jOiaGAH?EStcD0bOm{$IO5pN3$+$Yn;3B^h z;2KeVt)9aeGR#`7W8{5T^J5d3-W0ijG4s^7Nl$*9P;_5aWL&)2I3c&IF*&|GYRYhr zr**6-qp;;6%R@CfZY3EvB&FkwlsKGxIsjvLnGEwo-I)8tn1Q1za&SNM2A5EZUG3_w zm;SHgoMzqIpHp2u#4+(*>9Db<<~{;zI_PkEowNRPnFs+n{2jv7l5@OAY&%*sGS|aT zoxq?H^oySTa9B>UFb}@j@u*K=A=2clmJTlU<#tG0i0FRS{2c8B|CF<)z)m|MkD1$( zZGTC(For}-&yDvwd^tWJ!>*?MZbM>F>>E$aiK&8Ouj9eC#fgLc>basr%fDww1k*(e z+-7?}tl_BBsI(U*yu(5eRE7~K$@Bskp*Lovf<8U$)$wUBnM-zvKdVFwE+;#TnI)Nh zg5rO388v9DZo1gm2Gh^SgWLi^ojdvV_=R%owCC1TTox*=b>m*z*5i}rjhU-Uw?sVO z?Qi0kn7fJ@b+8tulFxjY9|DY_2MCuvKCMd->7fC9tmj~#SDM9c?Rv>|FkddqCKv&E z_o3)?L^p#?&o-)!;J{qQQMnrYI^si7HdZ2+&y~e#(+VZVWs{Y{>b;O&a_yz@fE&`$iXn}k?Qg=t}NDseUtY$ z_m#8?>hS68*v+{R>VCJUHxy?p)7k@$rreCa0pGI<#Wbvr%0WeJHd=^QBeXwoWXzZVd9M# zDzG6`fYT#yeb+@LOiv*_CP??5^KO32y;g@a|2P&m{?QgfX_mbKG2hyh(yL9krXHNI zUCN+aIDI;xt z_5x<4flr(E^EmH9rtiR`NpZ)RG;HC*i>T>2iXc_*}ynu!Lk zV{FpxrZFPKc3^O~2k&v31!K)zY`V4e@(jFk5C5oYSzg}5QTJHR92i%&Kuoibo9BJLf%!j^291K9tn03X$E2u-U&n_(T6^qr$sd-#R{Z;r zry(UCWeC5WzUoOmrOKmDQN<&sjML!)WOPEA(i^$Jv+T7-@lQiu+|W~b$y?YW;6L`m z=weN$0*b`NHGTbX#`g+FU9W6Y)`CtMgwf1|6oUaL7Pk}wo=Mfvr`r`QNef!o{6S|7 zb%uLI=meXp@J8i!pS=&ygp52!y}|x%qw{$Za+QV4YGBucy{GJy#4h&dK1<=@BK)`y z%fa4<0dEdpSInTnUU7dlx*cExTP?j#hcfzG#CDd2Ba@XzCf5s$q{+co9XyD_ zKFiUJudlp_ywWRycM^h=){UkIuvV^2-KcU9J>hai&q8FeKqP7^uoSQPXfT+;J@ZwJ zKStmS6(Phxo5Bl@N2(idW$WP8E4=dB{j^h=f3GBlONKX^hIWqR25h@Ic-KiRfURz` z);a)0Fs(dsWJ7;7mXlt&jOg*SJ@e{<=(T+OemG%2uw@Q{gnpRkqVV&CyQBI%`XGeUvm}Md#bX6? z*KIX=`g|`cF2M$P!-K|+@L%UO=n2iuL}q?y#F&s4=@z=y zOzflT)%?^%Vrnz@c=IDT$cj4Y$0{m!I>}ciI&Kl|effqOL+E?bV-&6+>wE?lfRj`* z3Czfto+}ZxEiorrh@~kni1-1M*D_DWr|Jk+O;r&Wt5nYXhb~{W_6#5_d9oHK*K~f3 zOF)fL(M8+QvG?@MQyAK!H4^m})IrLT;?QwRC(ta(fN$12^P$NIFBNk(KWcnLZ%O)- zqQcs~qUZYnuWw-iRmg4w*71&ODZx71B=cw5abhoOgeU9hE<^7l((-^Y& zvVqqZ(bL6j&EkErl=!e@EDJiS|8%L7R8{Q4dC2*~2T2M~k|X{T2)k3Z?!fwhaS>=w z{@!@D*)w#$mvMzdVhA^3_9alqfY9Izp?%ov7j6RyT*BL!{S2M~7|;2dPE$8$-4|JM zw0iwWhAiI+aKDPOJCh`xP!JJ$$)V%t78ot0v>f}*0CS%)%I=beZ7cN~!A2$_FhXHL zB!&Xp5&m&MP4eaGXp?y-0h4XYr)YI4bw}y}=7)`!r|Wa4>!kznofKWH$kR;OT(V<= zE?etzrlIAYcNRMoS>F z9VmFP&yM3PgapKk-*aO6D{>oLG&j%NMGf6S-rL4e_v5+e$7H8&<~Cr_56XZWc+Y-! zB^@MS*XW)PzkdBSOs4IPww1`8Uk1{CJ`B)pbOM<&IF2sJJ9%QzbPQayLV2>dl9Qn( zl5*43YUtArZMY`8i=W&N;pE9~)9!n=Iu8g1_CHItMGJ2xyL*K)Q@bz5HE)qL9m`Z* zPlu@3RP^y(L$g;8E;f#FG3w>Fi^+d?k4~(PZaLtmYvUOvxQ!&GPF|8sdy> z+An@v`=j%aa*{hUjWoJ{`8fzqZLAlcb%lw6oJDUudGz@`4pL%}Hq@+^qaZ^H@uTPD z#7@|3KDK@S`ZduE z*gLJ=tfiAXQ!&(HjSH1p^zE8Bw2Y5FV7+kK{lsWtB3AUViF&sgejO!N?0gQ--Eo`# z9k3V66Mfp>CtN|+g}#899tS*|01r#5X|$jujzYjuEby;YdfJ=6=UFSz35L&X`uY3mBlv{QU2P06Bt3I>9Yc-PoaK77v(ln0)m&~5M ziF9(*bVa#6pA|{r$Lox%v*f-uD)cjhah-Nw5kJO!Ts3BXz2KFTqUEhe^!EgeeYblh zG2@ti`mTNa>WA!C=PP0%h^$|={HylEpo_x^&KVV*Zk(5c3njnd!tk+hqO75zZeMbH zJIZho=KMwc)tEPkZbNwAGy|jr9})N@u0$?Mz*wNdq8Cw%2O&@23a-53dGmhc!Pt)@ zqpQS5!FCq+fwCjp&ZbE8Rq|;X~XbQ2=XvM>DJxrEE5Zxr zMr>ScH6Rxw_iD8%YsHl`j{8;(RHiFu%Ad+CbgV-&K&j}#8;^#c+Pjih^2lW3Kna>r{gbp{7yi%xZ#a!c^iqmvx!3ns6# ziJAVM`firuK(N>D#EbB_XFpHiT~vFl{hVz!ZUMkiEW(STzX6Bw`uXw1HYd-4cpkTU z%Jm@v?NgjXq|zWsvBR{|MK@0z03n#vU=9v_DN}A3wl)se%M0`|DDAYhK@V$5&22=o zmGb-`LC27}p%(!{H~_S6xl3EuB*;soq!-$TW0K*07?!Fha+8=Q4J(7%%NlJ9W#(-9 zs1*U<`G7@O5c0%G6_*}*L*Vjw0fkl_-JlBigEElBE>}B#mcR%?M1)``!tY=%l!3T5 zD2i{KNo3f`8ziiKF*9I9=i)V0ur|^;(|0J{Cb=ekuP#nL7@duewt7zQrHdy=Yd4(- z-ZWfY67@Z-$OuAY#+<7f_t+Ci<;rrtiX@U^vV%Liiz2+80KlB~Hfo%}Dh~u%k6Alz zWwj@jvH&s%_w-iu)DD{i=SS!0T_T%Ti>yREfS4N)DUdSZSd`5bhdZ(FzPgH7Z6)B zV#FU}b}|%X_;`#M!d>GIMvcU-_dK_)KfpkFogI>lFs)Q}A9C$}T12Zgfp0zDm$MjR zmfthBoh!zl6u)Puvcl|%!|tS8=!zLwi@gY;bk(idtX=1}7p!F8?X)cXhCT$-{|(nd zLkN*a2_q8dhWQj$hwcm5eNS-_0kK|QT}Z>ULUN3W(PNy)&yw&WX&-z7I6WCO)AG*D z=}2`ezyi|AOJE@NI`OD@D(fK@Oa>5O-)~k0X_7dcesb4+3Nz{L&1rUCWSrBB@ry7T zG|l>7AMCTCq;esZceo}ggg+hV(JBt`lOUs8tvrg;o|_*mHYo#LUj#RR@YbxT=6+(A zrAQr}dxjYmy*U8PdYjEb*zi&B5q_M9Qy2zxvBmPY?AL9m11;ZjhVLcRalRc2NRq^Z zXRRIpgU3Nc#fgo2^8!*0V>{+&pL}!k-n=n8ldaY7SfBf1JfzHTYqj4jX#M7$>@mo3 zCWk$xdr9zc<6gR6L2jKF3tbb1w)3pK8@W<&? z2)L=HIA^JD`k-WcDC3fsXa9KS>S6}EQ8~o-YE)T|T!n3nX<6%eZk55*v_+|zt@al6 z`78#{76qJ-8G9oJN&)w#?UnV|aBhI7Py9weMTD$be=B^p?+Y872_|NQUuI^6;v=FS zCbNQ6yW0E?(|pktg2B1>qlP_$S-NS!jqosRS~4GCR)`G40&%9pR>M&+V}=*Er|e3KMf#f?P-FGe45R_v0X(sK7d88R=A-^i7;v3N5i z#jxEX*UyG8ylV}$DIyskkgCO}@erIrL*=7x%g(>N@W3TnIWHoLuK_`o{$Vk<(cW4l zQs+HL&9)}`3#3j{klDZw$$N#%hJQVZ-_x64lgrO4BdOw>4fZN~>5co0hsXt(^Q>B= zm?iqK6q&^}Pb4DBQ3)bZY_57?$y-$E_I ze5WoW*eiwXf)AotkyZfes4I+sbo{XZ$W~ZC^(g&%jA;BkFqQOFtCm@QnMeHVgwv4b z*CF4&QxhdhBNM=dZ^8i%Lf#oguJegqH5r=q+^ZKH|2tv*KL$>(W1i9St(gjM3z9!F zoh|-M{>v6WPw=}UfVKxKOZ>(i{y3jYRU9RZ%cx^I^Ebx#53vH7{5SO97`i_O1hR+9 z8w=Uf`hojvANVKClj#>|`%A>e?DmudfH0DieQP7|I{(VxCIXG{9U)cw0_2{%8B zXLHA!)Bo;W#G42}3nS}JCxySZ%CDNLkzT{4XOXg!{k3)avt#?Lpv8Y5D*~n=gvZB z)OC;&8H~{${l3v9^i$`LP3E=I&@}Z&NJ9{i$K5Fp@3CpO8SlAt&rRlrW9geZ zAdq;`&3yf-221xjUEK!s?PD<bc8s}zoGb*;=lpEtA8%6zo$DI=p^=q%0;ue5p!XE&#%qv{*M4C!Bx2fW==lG}qU9`O- zb|pA9RTj-3&b<%{L{v_p)tHeSca&ce8TyY%U&`NG!9~ZP; zvr#qCS}`D+x)j9KfgqAcbWNjZ(TVhsuYS*mfmG$Q8!9@`LM#M=ZsZd!R}QI=BS?h5 zv`6TYb~FHl&;>~CD#-)OECe-!7I|Bvg$~U`tY%tE#~>l(01jZ*Rxl|u__A~&11`Tt z8vpFwX+*Pl@Hb0yinwe5cj&eKq}Rf!Xm%;D3=oh=YdC9(K)b+gWx1NDyd*=Rsau$R zS-<^cPzZRk0O^V5>wGi?AaS)8IWr0Biay=m0$Uv_oNn_5)@Fw~TxC z|6>Z{nv?lr<)a{oUD7GM6ZKiOXU_KJe{QL}gb+ZUAh640gwA6DLBQ-D7;4{9O`mia zci6N3*o%vGUupKI>J#A650{02niPX5uUiedw0>8ya|`eeI^tOZ2g9aS#S|WUD3vP! z2)RCdOOjGuM^Vsky`+u1Rw+)q#k4S-&qTE-#0jZ?|3BdW6ti!q*B5 zS`i`==0L#PeMRiyq_jcT83Y%C07}eHOagn3HqZA4sHac*-CWN(*m%C%dd^i7%)Wg) zwDlYi=)&h4_P#yc3TbNnC(Egv2z?B8THt)dQeoX2t?fv&C?HG}StdzxsoH=?x!${U ztK02nMX^nF2u2ut;^kPikO+=i%S?M4h7PwWfL_GDkJ4V*_jnWT@w)B;H_3vOJn~?! zcP~U8MRLk`xD0_$zRlrPy)>G!Z@NH;ixPbY9K8TyjFWLTxiXlmJn9~@vnij~eWdZy zo^c(a%&GxBLpcg=!9XtrXtvEEd31})S8oMM+Z;mCwEV*P3+;owgu}SYnJ-q#FaMFg zh+hHW$y;ia+m33eoOn3T&w=&DixInotE9EOXGqfLp4l`Dx)#lZQ?H#@6Y5?Y4+Mc~ z5CmIqmr5DX%R~o}mOgn0p4p?j1G=d^RJM*y)1E#@G%$kJk?nrI@{ z%nJ3zceyq{3@Qi|)t1pE;k{z|4pmX(Q8H&w?S!kx+j5skug24_rNKR%OEy+|e zJR6sU8OPF^QZMKC)Fz|daV_-BM25d!7R~D|I``cj4McDQlYmj^kQzI@Iv= zb1>Qnv^WMhrE}ZWkBxq2s+Cl4Kxy?vS`C_#7&xoz+I?6WG$}JU3Do-YJ*LXD|$~oV$PA{*G z9a=#@09Z9xs>tCty7~pmt&i0PtI^M3S8Wkvp-icRRbMGT&E;_fZ>%v?tIP)<|w{pb;eg!$VwYJ1`kDi6!!IXquokExm$M|Z8D$$-vi939-Qh%VRe zdvR8@FiltLV>tn__yIxy+lfAa3MP_%-)`_2R+n@6@r8bR-62V9RElyV#`8@CBf1g> zrL)?-NQeqTm4by}5P&aZe~`cAuENMWYj6z@>Sgb?c5UUJ(di)m0w%|J5vP^jYbw0? z!oag=!@iehZC4K=FDV_Guj!qduYNOKdkrBDu54ZU?Jt0IV6=JvRU21PM)La2OJvoX zOpNYEG7OZ#*jGosS0pMztGQ*TYsFnQyA0{0uH#k(KNZMlx-E1A2#PGIh-LsN_iu~! zpPiagpXnm_u{QmueFgs14ddCK0geZ^Sqe!&!Q2GnCsRj3gUZSY5h5 zDKxVFI;3cV`pAG}VCH<8U#foSruKr!mb+?js?eiBNg~+T%|rC98-4T_S7ZZ(B>D~# zI)*P0bRtIg-SJ&S)hP~Qxz z!P9S{r@6}_G!06H1QriX=%4lMCmDJ$YjW_u66oZIOtPn*gntP{C%Di#SruObg)5(Z z(JG}0EG1`uDm}(W8~LP}ztOwf)}_2}Scn#OO%Pj=E)`?)3ntWTfY14`sx}R4E}~{Q zcis)g?#)$gx~I+yT-ITV4pYDBS*+BJPefrdD5#s9ccYV^_6xT0H=XotgFVM@$o()| zmu>)VYc7!i_`JM|PdNm!gk1NRJ+n1QK~0X82JB64=S{CODp019!e!y18h_nPxRU^L zMxYle7x&Qq`h7q?eV(y;%f(?naF_pxi921Bx(Z?n(i}g?+^w}@2bV|vS5}% zk|KBJ35682R&mQ0h^)7|1(28cFCGv@K4xB#zkZ|)XS=irmkgzb+2+bt=AIo^H>J7H zgi#<=lfB!;y-f9Mje*vOXBFB9XY95{S`86{RX?sM-*wdeqr3uIgP8e8fE~Yao}GDY zhE5ug1G$&^;{qt*p5xBqA600YxOM@SGox>FmIB?_@r*QzOQ^4)+nG%2zQW$d3lbjI z6x;_y=B~65Rb!%No6pXNqrl6MAjI`$?F9FTR4FSa5W0?gTet&c`>gFv+NUAnLINo_ z9vrG-v4^1s6Ch;DZ9oDy;xLPFVY-jwWMrLXdC_J+tS*nyF5+(mGfmi3DCf<{T-;Ch zDPn}1zE0||k;OWSviG7(RiIuEV8GcyeGlRg40ArZz)D1#g;4#xvh5N>sABZ{ByBE$ zco`R>K!j#bKtYE}T#+7!P}L5LBbTbFFN0LphS+^_)5X1CaAmQ;$(O0Cr&0O1|LT*f z4?)$m$2$JZ3Ur~mm%C@ty*;6*=K;om&}M_t_#ub`(}Um<2V65=duXi!#`JOBh^#{t zR99F8uQ93TNN~z>GmWg@cqgN`hS>B*2CxrD2!gDXK+?jPCJtNn0bHutVeU;ufA6~}xS zXu+M{m3{xG_YGg#bg7FzdiZsKw7Do}?PIPn&!&tU&hA2H3;2#TdnC#d~Yk@~cV!~WLM zKg%@rsN<@b%5T4JwZ-b?>_vY!cd&sY4bYcdEy~wh5b<;;6II;o7nr zC=8dW_i5rB5*4Ma{E<7^dl*rXC9Gg1LpCh|nQ%T;dS83Tdt5%LNzWZUjp69-a~KHX zyD1oW^`M~*U;v1B9v|zYFq_zo{g-=$iU{kOF zmtn%A8EXTR*;wqYALijEr?N!dg}I8bLouL?!_DI18+-ghV<9vdqw@w_J;J}W5<=`} zDwB6#X=a_k)Z(;{sko%}Nui@Otp8~xSWKOLHhT3(@Urgmk(P=Q&(a)Qw>=w~OGrho zKZbv{qqN7XSmwema#*lFkULmCj~=nATfKsBs1y}b71{VsN*Ta*obiLU9wE48pdKu1 zd5YZmAnhZ_euWeg^Rg~3=SiAA4lR(*`2xqaw=ws|`HcOUPAC&Z-SqVrMW}w;EL(RB z*h4ihIoH46TYEz8o^_pd%IVGNg{)(dPvgg@0#|MhjsH=Zb0K3qDY?F4d9-2vjAwg*E!a69r{a6cSYhBc2)f011VY)8W$yD$K&dQd8MWrQGGpWd?n7$K zjRT!)^g9InC4A8rfD-GnR|>O&N|V2P^`tkp9(dOZgT=nP5MHxj4tKdc9F822EiSMb zaIUmlA8Htme+6X;vE)8%jmPsQfGQ8w<1@Gf0#fYWZ!(a0=2Wxc{Y4JEW(v0{gj8!! zV7k|?^*x`Xb5AY_@nS&h4-BzmiA1xt#6(Jqba(SMB%+<6oa%@lfz_A$9#e3iF@lBA z*EPXtTs=l04aUEPwSRrXoaJz^#6ysg-M5+zJ&Qg6X!MB)ut7tyEykoO?z3cDMakTR&r?IHgzksG}0+P zC2;>*uVrUIPXVYS%D;Hni?JoYkI~!NKFcY}58>Y_SvbnV^M37|=-it##4!DM9!IU; zPnm1PvzqObMGdU@k%FG=bH-6t!qcw{F=C<->V~fMQ=*e{pgwSQ&O+==?{IT*EZ>$Z z!e`25v`-Q@*S6BYXCr#X=WGKvol|r#Wgy;zah_5|9>u(Ka8sS*cJJ;I>B%Ca7%3kx zk0ze!-z#Blw)|~x88;ikYv-pZf_x(EhqV1iEAGR$@>|bD4vLMEfBj&6y zUoU=MZ#%8w>her;xc)|YRQ07z-9{BIE#G!| zEZO4@XIM|6AA0&@XsrB}NdCrS!B_UzN>UDc;3W!8_j*bOgvm+?^+~d**%d*g(_Ij4 zVJkrK;VRzr))xQno70oq13<|kf|0BB7Z&yxsFitz6{&}U^_e80s1IF!=t(V5N|);; zJ5mSV+(6GV9j|VC-ZDJg$EH{g3N{Pxe{ciff<@<@xa$>{z-$O4@1D(EHJWUv?nCb4 z4?d&rB&-QBZ;tZI%bumZ-Ous3>;)-ZuPaOH7-V2$>D633$-)iunjALCnoMnjyP!H0(9du*yTnN|M`jQUj-!xWIg?I)}43zx! zE`X`|_k$b5Qtj{2*%gx5C;qr57k;#rQf(;wM!#0 z(*)K}5CU?LDsROM77eCWG%&x~vAK<-(WQIXK{(W+A04O4!gN1cXzg|HXBw@|xL}Jj zV9tAez;5>;?hmVEitRyd^G7HadCHimEE1{0seOP8b86n;?OriNE9L4%iZbh@BecuP z+3$Y7=eeZEaIc%|IqZX>`gaSi#WqTKv77i#y>semCwv8XOcgf^+lV8EZf5gHSq3es zY$|>Ydt4@HcfH(f2eJ%Fr?^auga3sbg`>29(OUQl z8UH>kHPDk)^GzOGPK(iGH4ve;f3^9Nd$ZKp9L8tI?n@0e9#OLY)>3(#XLh2ZIAOv$Ns|#;cIr-MAPp`YASpt|7V8O=+YmK=j zRX2OY^rIIw56+@s#a@jc@mBY*qOWof|D*JOU)aydR;ekewr%$oModINM~6*v)JLTh zCY(DY81wV*zUXG_8^_WmXrr)M)fSDYn>Vj=`kvfNWC(|}#?`NgY+2Qy21FO0X+~;= zQxW!q#25qtZDIDdP=}sp<}5hfInShb1{JfUDS7q;wTcQ(;@`S?^gHzQ*z{Y{NSvru zRXbrt+zylY&eSoM>FE3Q-nfWj)OVR6?zT`p6ZPPp>|>iwub#xhmDoAMYBt|PF3Z&Z zl5oX300A=YG2vsFl7`xw(Zns!SkQ2#We;WtZjQxf$4knH zU_J3ER9hm>-w*#ntGMw_1NwRgUlh4RJco=4O-3Uu0f1XfsjI;u>GR@ZOPvN@Ujonu z&@RL_*sxC?O+G`O2YEnPov`7fH*sWgnfKdG(FU$@QzX8cVI3&a)d-GT{B+QbDnn^V z<#B8L7CH|^Ay31G5RTIv`sj-ciSmns%IGY8USc|w=?uvC^^cor@99MyXUs*8DbdqE4QUOQ!Uz_od!%TLiMdsdhRevX6=@ zN+>Ve3!$~F?n51tfnlT|`x`L3_k@wO(Dd-DHsfdE{56J6*X9q7XLt_mg1UmUuem8r z*y(jti$9_9(?R#aoOuMBIlpR;u{{;8H~74AYr>(fyh?bwgtM^NR;`3Z;JGU0Ry9io zXLo4sm38j=mEhWcRH;LFkxj?NkI<0wap+Ks0(!Z6J}nMv*6h6#o(cM;J|sSlmXx=VPE;Lu zE|SygW0D^F3)S2YOz^RT7*R5rKB(iwF$PGP@lY}wF|OQKH$?Y^D1~*BJGJtRJpa6OI?x)uK}f#1=LL$v$J(E&q00n}f?wf`a?lM>szVv?C8TlhYfN%@!$&oL9~>o zViX-b;|D;d$HYZB*3`+M#jjFg97pI^9dD(RJ^wPZ1)yNu&YMhBqJS{NnDpDTfg(jR zQkz?MijwB>RKT!iz7*<%2qgivJw#H=?b`GChn|4*pY=-2p_8|mI7w>eZ7MWjf<5D^inN|`THj*`vLny&<>_Z z*P!{-l(j;2(mBHK1zginr>lr7N$dns*2%Nv#nR?_2j0< z!3cPUv?Taq*irp;*S>G;KAiVWR>mZNSCOZGSX%2R`RszX9P~-;eCgaSlB{D3e=0%MMs_$(|NIpH(T`y%^u?i>nV)V!Bjk{rhsYe zOd%VYpIvjTaUV{(&a|Gw5Wb5hG1k>Q0+7iR+cqA`@8``JqR_`xh((l|w}gk1fb*QI z?hf`Dq*q!!`Zj(4b6JV0ZgKxTD{`E4H`Cd{%~vel_v#p2`Kb8uH-lR8%1O0;bV2B` z!}H6Xci>;|p;Kv^Kv~G-@3;8Z=gdi|Gq+yC+1RDDMwRy>*H>`_(OooAFu%#6VBtWL zKTO&z+w^jBOuR2n<}h$|>UYq?(RipdMl`C9xko`;_?%5y4l{$P9z`uQcYuIOQ|*v@ z;<9e$!Y(mh!h0I4CN?G*Z{M@9OpNN@Q3chR?1QGdX+fUE3Gm8E^!v@tv*oIR*_Yr)=UB5&=d`UyY!(e&ULxI zN@o=5N!i>4G3te^u8}5|0q+_=+`*>Bc?O@6L%AIk(6%j(F7I5gc;jzj zaFm`{k$S+A!Cp@UYLFvSxdNlZm(9%-&$5&6kYRLg%s)SZZCHS!pdP$0ZjXk8p6?wm z#0(sn)`a?*?D#eVudsHggE6q5qKJFvsj;&5F<%&gh;a*VBO&4~C~$#?<&-gZDUP?$ z(O<4!twG)sH_>(Xvrg!ItrqV_Ul>J{!;D?Mc~{C-$LCFnUU6;|;iy}{J=vHWU8R1j zONF%EIjwO9B&Ib!j8|^$PPPBQoM`+m84-0UOf#gYW@QniYV9o?*y-2RUS@5F`?prS z{xJtZxlwrgB`=~p#Pz{_;ttp#LjbI!rDFeB*T_QrWy&|i8x~xPdole5&q$$R{@LDu zbPY>A*=?h~bl^jINr@ABm&edVj3<1X`&qk0l}*m43`EjmKq?ojT=%qyg;SRNi+HwH zGOl^O+-PNdDGABqtI=YjjAG~Q4=lt}iEm5Rxl!2CXi3_v+jqY(ejaU4xnx=qx*Kab zS~7ok&0)l4K11pktEH94;96ZHY;{ zJMaRsU;tjAGd3qj?OjPrn#G@;`J?R_ot99$DH|8l!b>15(61uTNiX$UV$IuX*oT?- zWLrjV3FG)9;xk%ohknw>iSfSlaHljOw9#XAC`XQRy!S+`IVhYSz_A(p4B45qO9a-^ zCY{1wHE@(kv74BIOmUdojAVe?tW)>)VIe&HNnSgLVeyOI`v*A0rBi)}mczG}q;9?n zPM-Dtx@u$Anj*8M(&3qxHWxLA0K`|T-IOv83BL&VUtV93YFq)dD+N3ze@38E9VUi9 z{aTN@uUhbejOrP5O>&zr(WkA8o2`DkRZnc>%~sUv8jE#r6L$KdR#!t8w`<*--LY); z4n9di=(DU1KAy&wHmN7Q_&w=9Ii22)VJ+<5Do-eG#=Og&GC?I0nJ|9s7xy?N&gJWY zn#);nfW=zWyW=K_?sqlm`O3Ih;j2Pp`6~0(xT{>1ZO4r|3Nt!wCsm4D5m$7GcTY^l zM*867z#E0Re$4tV9;XFeL+ccTu=?)jP;Y$a3!X?C{=!!@|Lx|pt2=AU2zpZHrqD@K zPU;!g+kdJaBRLRtL`Wn&U1~IYQi7d01U|jB7JOtVW{&v&`w;GUTxUnNv|C+#*l_gq z39JCO8ff0dwkW}F%L8ON~`JwOUkinnUaAB@)*c{^Nbi1gmDx9}`wn*SeXDPQHPks_uY2k0 zaXNLYwX&b9@<{171?Xju}en8?oTwPR@4?^+VrQbAq9o0I7#nxLS*pBV4`bFBq! zz4%`KYTfI*6m|FXhrW_e)p&}@a}araQ<12OXh-RyD(Mo2XJgN$CwE*R z>f#1`4l8ie6CYjnhI6nKpJ?YR5i+Voek%WLzVG?7$V37o;CUOK7|d(+o>BKu9xH@* z!R+>3m;#8(>kAy8HUSEncR$SPrBKgH!-6pnM%cm!tr^eW>Ljy-0piYd2+YA3b4Cxm z6GtW=r|X3}uk?zq@FhQ8J92t`?aj!5kHsktxRIziKqB&;r)RoaYXop^r8m;|x70PZ zo;Vs+n7vFqC6A_X`bg_8CXq4nCg%GhnU?qU?I|KD1t$a8GZ|Wno8GExbN)U%uXCci zBbns81kg63!%)3Eapi+&5YgfwRnc6 z@-e@@-CQNB*U{#ygBK022nV*R>T%lVapwUIqMV4v6ApQtlO}7DdZ8{m?uk08Y~fmN zz?*Drq+V;L4r?0SnA0a2>7|Hlr4g$56yC}PH6QOS!Ao{n>6EZ zpRIIpEooSRqP$Whx`=Ao9k)NwSv{l$< zt{NsYD-v=jtt(O=)lsDaA!$YSUVk|A1k-?MptSf6mv3U*k^+^>r0|J0djsqt(-*8Z ze=ZlC_Y&VIBgwXppT!}E>qZ8jG={aF347c$G2+?6r(osrF!N;zl$&)A+iJ5ci_0&p zrCPJ}b=juhmtnK^Qqkn-8yUKy3!meCnWkAqEmd@nvw>GEP`$SB;WM8^(bo_a zlpIYQ`ta5>+$~t;J0Q#A7w#3JsuSXhh1eNsxJiSR zO&zg#W=94Gjq?>+`87rUGMq~#yS0@KA77TwV)Li5lk~`m^a7IM1WA-9U466CuyF0(*L* zo3eLTZQ8U~9NBQsT3s2t9R^)kR@t8R>wy^aVI!*o&ucbj&jc9h>zIwO`U$Mg04<0- z5yrWCawTEB57U)KPMzyY`vL;-B*&3Zdz{2v8*T$$tTfzQN-l9z^=d*YQ3j)9{tvx`ASfSyJm1J&3+lY@&^7a1%^1w~ZrGfz^DgUw9_k%-{V)wMYyhb~ppsWIj)B_E2Hk$cs$!2SI0oU%XGc8@RqTPXJyKTtc_nP-j{`bjfh z(91qP7YlGi*YNTIY;^6o(N~z}!i#LTK+I?W4`$U6`Esy?I!^HeH3OyzYBNIQV zuJJNKD~=8Nwxe}QfA_$R#B&p9&Jz=K@;R~W+=}%1M#DtvlaF#9f^QF>zGj5Uwd;B6 zNbJ5V&U)R8?hzlNVW^gG*iD)w+v)Ju`g>!r@espth z%USQhWoVl$9`Qc9)z?gc@)8o#BGHK;%)=j_cR1O-A$YR*q9Vl;@rnX+oJSv1tD*;E zs7s>V09aoJs7Jh`@;M;(>V@&{k6-0bD4KyHMJ0Y#BMWo7t&w9N_PXZG@Rn>cc-=~|n zI)2G;dA7}LPnKgEj4h!vxq#HsQLWO>uri;vsNFxf?Q_x0*rJa*FUxsd#L=U!Hb7z_ zq6N6s6=3h9GFK-b*<4N?0II69Ym%0LJ8md~bD-sXUg8eD>GKgF)=Qav{VdU@o_FU} zmRn+8uld_~04QtOsMN?tsemo@+l0Y-b-}$pdvNaqRWYZgw5J9pewO==xH!xbC5;&zsTG zc=mZlwhkSoGshQpH3XuMQ_Jw0u=uu+)a6k0l}N=t!kA9;=E1A@@}8FN*W=$a_Ik`n zR|&qbFb4Zs>J2(Uc*Zj0J~{Nupi{&0T(zHbprk)xhx&8h2_<5vKN=*XE?APk7BeQC zO>@AXGkFycMcw4prAvsH{4JM4B`K+#U|f(AwMyuRoJd%NxC`nXP~!c~WfBo(0>p|Q zjbGom_E@PFwJ>H-%AZ});;Tg@`idsdKQuGk0IDz7YJHSfXq;<4^if>;42ZGvX{i0= z*Fp#+@x!FxrCt6clksWpkL3!)`5p8YILviH;u?Yiz36zC#)`@`%%F&NWo==yDB)On z)~n88BMc3DCY6gWpB;$)IxC)bsgn zmp)#;$E+>ZA_cB38f2KQ_jk`0CY+P|jw$Vtn1JR}md0P%y6L>f1Di>zZjR|=R3CQp zAHP_}AiVQO%rd3`M9F6DynP;R8?_nP%h3IW^P^wx(Z;2R^TG;|y95z$&g;6cs9YX6 zn*_@vu9FC}FFn7oZA2OyhpHj-`uvHj&ZOsW1uLR2SGN|qZNY1+o@_OB-6=-kHxql}*YT<3` zj=M|p;MGp4;P854An>5g^@1IlicQ8xtt!4I4$&B@vI|7S0^aXZdS&R+hRJr1r7G_; ze=-!{F#k3ymKE7WFq1a)io2>FNnasOXUB?h}A@ z`;C0Qj>mbo#%K8b&~zE;yUNP^c~mT^0qu8kD;CD5HSuyJhk&F-LZqg8b>rwU2-e05 z!+_jsv3t{aG3^pU+7bwW#zKc1&g*jm6lHzFGi*|;$IsS-O4A?bthgqxs1(%jaUhv7 zR8l+uACSaMyjglhIxyoZVemv4Nn`HciF?4o9>RFTw|_eefvzYLWF!Xi^Adv2yy1;c zlzmfn;!11jEK+OYuAO)v_gCsOV_j;JF-OZ1Fi05y=0nNEgdqt~^lZLlNG8KTo9ErcVrxD*&HEn$9864c+HnS|V)SBXli52Xe!$Yd7_z8h-Hi*JHw1}{}qo&I5p zXj{X;cYF=Iv=+sl0-$!*IA#KUVV6dFd@}%Fg{j>P0k6mzrLTQ6r$e{~e_?Q>ocF^d zgK4{gB}=NJgeyT`&T+5rAAA!k)Ux(-TKM4xeTn8S{LS+wp!~&OYI2?;k$ZAb0K_uEzNW1W%$WJy)0G^gm>Xk1nGZ1V?hH09wO-9-bEqX}M?o*eIuVBw_pt0{R1 z!D6pp&|o4@5>?zAUo)%C{QW*Xm<{z5qX~U%l(JBmMrQW#Ay$Gkg+QoWlm!PjeTie` z(?s3saq0Le{Ri)5-bI$84VQ6jv63oP*N?AxMslnY82KQJ${w&~w$0~v8MZBq*$hCk zercdtG%rFj257&=#NMmS;+~Q{{AT+$0N^!=ZU96|RJcrY&+Qrl|Cz6#?sRCE4gW;` zDvYI}I(GB!5U};6oa2Jk>4bz*YQ}TydEFApqpuczUu>zfeTv)@Rq zTQr^?eRGQ^f}j0AP)i1Fr#3X=tZcT>U*iGkBq-Y zY6TP8Fz_R2RItB&?Z_->HY8kncnXr5rl;|4{nK5PykX_95pu3}6u#jofA;Z^JH0-QmejD}n}%{rx1sruEN=^T zhwu0!!zgcEZYDI!l61XXJ5gp`n!ialSufC>^s$uF(!x$wE0~8;hd@|x6tHmOf?^_t z+!~6dtQjg5Z(kZ*?IRoDIJSpYqWv%_tr`;`YSrIp=v+ZUvPCpDyL^5q@&QZ$O4C(m zR>$4S+;azM<%^Jlzd@RA(UJ6I`HB=IyV-s5twGyVdpsH9>o*8-AW^?G04;^Mj>k!$~{B^bKth$l$hJ9wM=B zlNen26#)tRU#dwZ#^n+0z>uAp~2tG{j4rzq^aDP=e7A>Qz0d%d!Qt zg0xxhauKGuUHj_zEh-Bj&{0EWAq=05l)B4<$BK`0HluaCdZ$tgIY4f8rXeaxI)-0| ze^nL}EpbKCVmW=;4EyRlf`mP-7Sp-Q7yQS%x@D5am7@yTbH>@st+1ebx$ z_2P{1sLWq%TuMCUBKP1h-~VYz?H4@OkgarQMi$Ly(>LGMmKE7w4=hS)mOSzo_mS1k zDV%p)5Ut*cPg-UIDH3?Y(r<$4aVE+7K|u~m@ATcsBLih$W-M=L;S~Z_%uK3axDL{zu>0@p&vqzcIS}|U#kHBzJE_ufq)}Q8 z`{CG){yzub0eK(CDB-&+pf;Ww_Ae%q;+@PGJ~4J`+Tc6OmO())p1wN(d%1) ztOby?{P@%gfDDbVh0+1IV5XTHdUO1*1EgWlr)f%%WheZc(p>Sw2nv(+WZ78lCu|g&4N8EKF| z79Ti62r7lPo~!oYzl2&gJ*CUfMVY@DYL{5iquV)Nl7QN1;_4GV>zcxQWbt{LGtGX8 z@Sgw&w>iDb0kHzNIioz<9irmeT({Ja;8R|HrZLmz-7m}4lfVAS^zbGbsCL7EZGeLxz#i+!ta=8lwM~u! zkeSU7^N&pIBin+2WCbuu&_-d3AFUR2_jbNFRrIX5QMKM5s9kIfD+pX}I`UJgm<|17=8iI85N z+K8n>{@A;Ta#|O?4G`DT2o#z3ZhzZ&7UvRV(u}XAJQtuhsbre4^yT5R$ZiRwR zCmSVY-0C=ne3Lq1RXN2?jK_2;X# zVtGaimCCoRvM#Fq-z}ov%9W}G|0RkC?kSoX?4%$F1=)wi04IK#1`I)A0&tdhyCmLE z=dNGkrvb5Mz_+WP3VXe`0EojD5ZZFol~O;!>;IV`sGb^xXe8x^lbREOr!@|*U@(FE z;GkF+{8bO$nN|zIpWz`vwRMBXs}q&Oa!=RnV}SU2I{YI|2{yM?oXjUApzK?=aZ*BJ z4e;^qKhfbY{s!zr_x!y49spRBXhO}v(pP~dY?iGW>bPL;&EDmNr$?;^kfTO*p_LSI zkRO>#%Ej2$CJW>Z``q`J=Ct92&wk%Y0} z!r%F0z7=A6VYToWFE5B2a}6A)`R}3CwCu#{t|p`|mmt8Upd40AW8RMl3h?f`tE|0JZON=R z3~c%7mY@W z!-^%*6C)8{j2OTQqKf?_`vO>DSOXb*;AwD`0@nyFN-&c>laa4SN+xoM+?MEar76-d zU@E83s}3eK?zTDwIbo*iFyt1wt%%SW5qp^c4Ur|^b30HY7;^~>@e_It5ATwiy%Og6 zfu(a4Amt_VYUW5U0oIWVPnyzjPZZ--h_rm5ZAc?xPEQqA3V9q!u4zxX|NEh8cU)7^ zn}sES(vxZ$j;Wb)8wAM=y`o+$vThdR!fj|&(+Je3m*s~ zwnGPH4@0k1W>jJ&=;eM%X+`}S;2P;X^Ceg*^hJH#pDZ9syfWVBAn4skmjx8)5Z6W3 zJh?|P1dk`u@$L*P-a2?>k3y}uO-pb_BB`syX0(RS_z2XlR^f9IZYEdoyavGnyIIOi ziE(T$7o6(>*q<-|WvkFvig&VVj4}yed{H(U%;5Sp~$Mees2+V2^4W6gluT1?|`zyUaGOBy1cK&RbVyPfXf^q z014u&SY})OKf7;pghQjJBd;bTI-k)|EEDE^!FSX@@(IoZ{$ExDP$KQDX2K8t7&oDT zhkln6)|GF(WHmx4Gw4_ca{lkI|q{x6PYV!4` zuRl#paA6`4Vdhcr^Zkv@+iiag3cBGeQA#);cUc*m&{{7J#!~^V7}HNMb`XFWjyX$o zW&7nf=BgtXUJh+1ciDt(nZb6qG*8^yk8{fJhXi{yVWpBky7X8M<=B>Jr01EZXbc_k z#+$n2ke6~XUWW(K?Q@mPwnM`YaT@zHX^^PeX~%z{>B_Y&Gd^Y_wW*<}Z8gkTuA#d) z-A2Kb;Ny@E|M|TLhO2|KI{$##?!2*4#IEv&Q#% zk2Dq)Pv;F+uj3ga*`s@*9!`M^Y%_387zTFG_BfBC#Of%$^qRtrKQ*p{M2H!9%#`%V zyA@=)UFe>BBB;mN8qJ$vC}UZi2>ih&wXV(KLmHym2x|ar*$|n_q?@}7Z6laZ?i=Hy?BlS z4<%xWBF-0iugF@3!-P#!ejX;Duf9)>sFIkJqSj?0fgi)am*p>P2XF0mI&{!G6hM`%b*NPA)i9{aUn%rMi!hihO!nCBNBHGw z>cd|FH|r|XH-WM#8}D```(T7E*6yKd*PFGNcDk!ZrDdA#$8>XOx(d03&alU68CVM`ST$Fyw-8$rr@(u5{zahv$jQ@Ix0r$}V&(9CYq0|GJ%D=~$}%UUhicX;*>q zaW>Q_ZhM;N(u&H7PO07`#=ldkZxwr+od*h%OAk!L`BTanYggPXZZdkzpaA=5vEr$C zxBa)uVV=0>5VG0z<fKOQY02i>z1 z>89o>*H$xkt6~K8_fzp70H`2Iy#xJ>(|w=|6&|eZsVji34FcRwj7xwEVjVyV_K)^B zo&gxxRGUUhUv8wiH-~u^D}Vo9|A1$k5s|0tD%>+q0gO^JSNR*14*xbyUqC>#0 z!AH))um_ZSnkC^S_kS;d{)2({|D&a57lYb_Uo+r99AeDC+uUk(GEa0Y2VK+sT!JU{ zzjo4-NA>-%;vrSkKcEHld2@nAw1D8D10Yyo2%tnCkYe>G9*vLSJ*A=V$Gg-Gq%Y)-2yr9l{E$^)adBgEl=p!bLul;fe%Lmt@zP{)G2PQ9 z>6RyRv}HNH-eGsd`J}lKXc&+o0{vF-fB%@v`ap-WwF+61BE`J=w?Bdxurx8C3WVE_HkcWOaj(F+v7Me?7FFcmvXkaE}tJ0owYtMN5dGk-WLzH;u*W zzEaT2lh4L}yxdgbuK6IqX|%xQy2^SSRnh$SUyoUVEa~ZE=gi-hG>^p>j3DN8q$qKQ zISZv#?*~dz94Bfz_33ls+v$t8uBRlNMej`*4f7%%*yJSE)q065&g(Tw2=zj_{VwQ* zsa`K@^q>`+?k=|Q344F;OP*2a)7MCMokp4C)J7}X(hbxvZrJ6gnhjS!uip3k{jUS7 zCrSmZKO6VbKi(k)#35bUi_=)jxSfz{>$mog36#x^qFjQ`GN}|7(Jx{28k>p5%CcLf z#iEQP_@04$X#sN06c_8Fv8t%c4%hpHV67!7Xd&!74JzTIrQaP{eAdH1m9OLrn?Qx% z*G*GfrMHldcQ4h#mU1_9RN|iSKyy|NHg$c4v`fHpKecRM^ITD@SMO2YcuFO;Y}Igk zKlkv!U;c9BrThCXktYCou3kth0{=Ge=AU0F5PvQcAVj@8wrozQuF8wtDd&S#IOQQ4@P%|S%|6?;EcY&U!3!f@vR8*fdvRwI4snGoz6sV9> z_fj823L_k>eSl*rKgm#KpBqM66K1K9Eeihf+^c{1{tEswQ5B*ny^&bv>^WfL=nawq2MsoCaNpu0WfC zEr38C?MCeU{r}p%wn%()C87rs84i}!=#=s!;+e|qu3y&~C)fod;|_*d&Q6aJsqB@j z1Y%*x+!5TAtsWuMG9I6b|F|p8r%*3br|=1R8^h@~wA?D&>PIyos{Ok)OuQ^BRxksb zCa;iH`IYka-5HbSmpnvojlRppn0;!|x9Op@-`kqZCoGK~*tazvx!^BR*yTk3=UHKE zkF_?6Prd6YbFU)QbO!V<`b#H4+)MY3Wo;Y|$*{%Cp(bC%Qt9d>^nXj27bi?vD%sR(oq7 zK$o$!`3?Yrc@(5NK3zl}%~gnSf7^@k?*g=B)ZmBf!3sVVqBo3MG=oV@NxwB~k%{e9 zij-p){#ZygIvwYkjW2n70RJotxFg7kK3Uox&}-I|Ocf}IGyu|7tA%RGY2!5IYxrSi zT!-NrtHmwg58_li-kvNg=7=Jh&sYAuY~xMbd-`M4k7X(=>fNOk^sHX2%3!|Q(u_l= zN}v5m%r+W87`u+}?xFs>q$heU&E9j;(Di0xdz&vzdWJuj>(kx2VrAY=63v>bCKVSs zAuO?H2;jyKM2m&RlEp#91u0LInS?<5#uII;82L^S|4`<|?5{bs7sCIHZ&s>6Sv$i$M zMhdPoYnKpFmptGBfKibMMXvG{YgFY=;sv1)PzE9wI#Z*Gc#E#8H@p3@F%KDqMpTnhy!&;$FL#Ew0hLi4y1c*^D7{SR4PR6U=Mt4p^e3(hzZpG^w)eSjVm9M6nf=H!&yh+ z5%M;wE%0Q%N&>@i2WWfsUAyrcmlclxrS)97J}Y4NC06)))LBmX07NfXL%P+r(1m*V zS6VOKwg;kSTOkC%f^GRX3R2Gi_l$d+DwImz`gEoF0_b|g14bz^ z(4ckc;oj}95l8{%eb2p4xA4GQNc#oghwyw*DT<%`Lmm_I>on66Jm$`a0V3aq8^Yu^ zBSaC9S&5cd#vwjrQxuK-OqrlUuJ9)(e^1`GtJIUwQ@Hk2U~Og-9Nve0$aVpXVi56# z@DF9;zC;+^(+~+iRwd_3tB6`Yp_SK@ zH{^9bAMnW(dqQNt4}rsy#DqSWo+x2>9wkS?Es^m~+GD-K8*>t4vikePi7_NVZ z-K(ebaX>Os^Y8mOITv&Uc`R`&wDVOmi=k0Z1i^^oY_XbL5E@CUzb_KO$+F#A8x*zL zA7`GG&JW1Hp7UiI(qw;soi4HmYBHQ<_tgB*wr7;n{W)Uc8$4}F$P|@i0KL8ZH=@L9 zy@RRg;?@3S`Zt99R|AxOpqJ-VULL=9i}{Gt_Lq{NwX^lk3!vEZ8E}35C@&VVetg65 zh4TXn`N(|JeVr*tN+yL>3?7}79#Cb~C>JMAN>y9Vvr35S@8BwHQc(msO%QM3W=iYm{?cdY|Ihb|ouk;>9$f<9;} zwoj(DX7N&A)_+IxM89QG0W#OiQj?Ks>xH#>q-CG~@Jpo9WBrscN$A!3N<7`v)x@CHJg!AtK_V8&~I}nNjWO z@ijua1iV6ZMr!odPi=)wa$=N?)yoAiv#-WM8peuZTxwG{YKr=jDHG4JpQO_tuO6Ju zNc18dHlh3r^nT5RyH_{{4^|ab2FU-+si{);d7(gXW%ApAhA*%vV}%RWUQlb(e-Vnc zAHctT-9h5eN(rY`d7q=JqS#W8`V`C`=8hsHlejXf{-i((Cb-415^Ehe=CT8y<1fJS zyI-Xt?)h23Vn2F(@>jlM8KQ7k<_vWIBeILD)jEmRY(0dDKif@Zbl+iT_M*@{s|Qz; z%+nOq@+yB1p`4PNESvt|=3|6Iyg-(2BXf)0a(#;27~_%yBH`HSnprSK;Mm2V6N@K? z@aHT?i3a}o_9hqkMc;={Hk0*Af#&$F$(qH7FrKU{^kza)D%A{$+uitG;9g?k zq0b3d0+eM0_qBeSl2F&{e*a3!Cm>-L4CV9j3DW*Fw6MJL z1?b-v1EJgLZ=dZzSXc?2?javYfqJWaX3wVxf~i{oB(U-O@)=M}#kIxa+aSa5w#8k^ zjiLBwSTHkz0e~&qkH>?lLMos;PYIO~b1fVu0?_G+sveN!h+HnYpEgtTx!-)FluNeX zaqSAh)ZakNqkaJVCXB#+DMAExGoWU^J4m8bLzh=s!hYagaReC-qn{K3Xd5>NcmY zbAH-)67}_&B-k!inV3C@>9VlwY>_$GvrrUx;^fRP_nef)l`zvleEXF4-PV3|=EFXi zNwh~!DR>iJtpJKzAN-ZllP45qpL(JNPSn42ljBLc-W!4X9dYgCPFNF%&emZHW$_jF zT33*Yg6W|TBV|$s)kNVRZk=hU-8iAH58;M0WXi2)2Cz;Rxc{%Q=xfQm4R{-%vJv1D1&}7YbWO=tk`Ialo*hx7DF~qrD z_8+GSZUUu52gr0y+d0jd+!9;n%@X(@cMrf%+sv^+j^OAvaAub0!+z})L8+m|oh#+6 z)*iCgQ#8nfF70-3CZy@9bi_t!Ntsja@SgFAh*77K0Cu^T94ob6&}b;hZF$wgy_!q} zMZO^qw7EcOy01=}=UEdOg@B0L^hx89}#f0>Wc#jYt(H= zow{ws*zoJ;$K_iwI+e#ixI))MH$j6mjk(-xj%Gt+~Io+(02Z<}XcB>bhd#?&QPN7Hly1RN?z9TJ5_0$X$zMx z>Fd$0M>S9*cSb0(yIChy9AdlJL0@Q^IGQ zn=*a(rRckh;9RNMRk4a7m2Z4{A*f$jBA;kr*9M@||3W=iUTu4nLc z;}yun>x<*Fv}&bCSFN(?+(=zK=Y$6u_4Yr>NE#(76&kn@q%VDgeYkBa9(*XZ7R1q8WelT7$ZMxt7&|DNAQDS#i%~5r9-p zvagipqMu=QE369F%xAqTTR&}*%%=32YQMkY)6y(@&>fqNuIa##IRfqgwU>mqd!ydZ zRhJD}&qApY4b#iTy1$~t13YR`qkf@kF5@m=PqAo;4F14fzyRqj(mEZS6K0=8 zW-}tb)w{kvq$M7#(HCQ-gyzlB-7hzIikPvE4_wh+QUTlAdVreXt+dCw!+D!+k90*m+DQ-wu_^bE)m> zb%eW7Tzz7?f_1+}-esfQr-Mz1y+szZ2nuMeDVCYWycEx`sOuBh=sl8u#&BJygG28S^nVCM^0fG;r@V8^Vp=E|6Pa)MDUO^xpCNnaUvQ6Ba4-vag3`^fv z&LaxghY1@x$ZWKQqE&3bUZE4glTv8-CXnn z_+np~YUBQ|oE#)~FBk*s;pK){={DoYidhba1(D51Nr@C}n*}l7^pvOK$~c`2rXD2ric(E zD7m->c7Fs&D@fOj6_e2nKK&6RQNd8-NFok2q_-HDZ9F#=K=x<6sPU{6%UzALRf*WI)G7^(gTVIT~WL!6$SF#@FCR8Xf z1OYhXM16gf|2lX6wGM$V^29|JUoz7(w{Rf+V0BYe`{b8^+Nz?F50M9E0ca%dAXk6) zXm9V|uY5i88fF&?N{Q}GhTl7rULe1%F&9wJHOAE5z_EgXWvpi((sgMgAE8l@ zel(;|JDYexadt0hC6k^wFL8LigOq37&a1zpaq1%8I$xB7*LqI8r5-tLQYFCDOWqT^ zsxGXlY|3PqK-EJ`DVescA{Nb;P&@)vvyDLY_~aq;KhxlX(1ny)0u|#R@=s8lf|k2c zvjjMeK~o7XKo{=xn1dRT_B2#VM9vPN-GzQ{AxbZs@cm;bl`RUTFwo!=SC-UODHx0r zjL~uR0;IYlXrtO#^qc_DeIKAnJT952J!C1X$ia`g0FtL_5S&5kaJ^g5#{(eS{;i{F zSC!Zoo5C^7N*$GOuxVeV$?@%CzWOe@y+9XZl9qjF87K7ae6xEk@AZ^YQ~?w;kpN(I zJ|&i*faUY*fO*6h{VYTVc$JH{`Y^%U?6Us02%gJw#J;o`fl#yhuTzeSDild$31Vo; z6^VKyiFQli#f?H;7()0X5^gZ8k|mB8{upME?juJC&22?yK)qpVI`iWN1U(~F>8kC- zrULG#Vw8scrA!&KD{L5?@EsLE4*r2O>UlR(*vAheZhj+#`~>L$H8tBg1LRcNp4MuY z`~2B^so~pxjzH8Q(-BLF%#Tm{?@Wf0F>gpI^X<2%!kw0Kkk+MBfOJ+$(ujjUJZi_v zrpy?xLmIgcD$oVM$A$sWQ3#}ku;0k$HJk&X$qS&bMZ%VVohFOB*XoaNLGS{S!$P_O z3+5=o_=wbzVh<>+k8(G=C9J6rIjNxT%2Gt=oFM;TIW6{;A2dL6-Of0i7(*y0iuAQV zzz~aUmpsYak(V%e=eX6$66QeAiM%Swo#1)jJX0t;F2tt-1ib;BWAU9I(+W(Bu`3(6 z+gt8r;gBBe+?3PvL-BJYq-XX|Ej-DM`&?=H_m=MiI6J10?8Kv^D8bWEYQO!s^;A4w zQ5Rd8!E{{Le%;ESX_+y*P!`A1s1G525u6>>c>%JGA!rV=9L`PpM?8iayU>P# z38qdYkr`RSScrt=Za!n(pN8a;<6;cp9WW>>rzY>={E$AX&2P_IkYG@+>#&czfkhFV z?v}K_TZJJF*GsMXJfFa(*qeB%$uNZ`yV5%zF zNdJ#YY(EA~+E6=h%^Jqp^BT!$*g{hl%&)23Xnw*=Wh#lN_*Eb}_f-FeX2(xeV`j7ymENhXbRya~lUgVp$RlzTWdhC0FPiwxLd=Dm7&Xe7;} zH&U>M_^yK#@6aBatsnr~J%&0eG3B?5jm~9FK*271IfQ$Yni3_|bT0s^1)o{Z=jvpc zMxozYL zi@X*y`N?L3yh*`2FGCEj5)}lh96>>lf=o9`&lw?r_meZzFbv`KHLN{Uo(AO-PN^c~ zTdBwL8fJ5|sVI;C{7Lk6>vO?+GD|34!xu^4swXK?UW$64CAA3&5VTu#I1FPw%r* zYXl?p{v22{3O4&0kzu$_iu-jLrp@^vH(3LhuCtjn!((0f1KK2zb$>;C zD=3`3IUG51;}7`*{)F1lR7I1dnCNf9gJkY*8K%uyc+uqc=biy{ObZhxr(A(K<0=b_ z0DN4WcH6S%oM0L5GCg-=+-~wP8BYdXiQS|>4J79DEQGs8RYrGcM!Q>`T)c`5C*CUgVM(>nqU&D_0M zE;f6t{#NIIi@^p3c8wB;u0R5cqV&oIpA%>mbHyXa+%KVB=g!Z#Gl#sMLaYbcd~pIO zjD3#D!vHo&bQNnGYfZh?&Mfz0(s;vbDpu8BYn z{zDFvi&`AjZzSOycU0o_w_==kpp68e+i!2E{5s#vBdJF-cwDomDYy!6{n$$63du5h zb_3TPb~<>|3U5G&*9U|jgrFEs&MM6sbcm=SX(-0MsX``H;n{q;FPtY__38)E#~V84`ST+if;ShlPg}~PO-b3 z>80>ETkn}6MhqmX$Z2A|K_7iv6zxW%sFSVhdJH(4zD+3W^N0q6eyy?RK~;7;2;KA= z@vE^Gp8A>t_s+e;+ZAU`wnIFXF3o2n@8|*y44AejSghh{s4p67Eh1a;GlXA55EZ1N z12-}0nvW5&egGBW2EFTP0%VFnD@1pj0Q`h&x=)m!^b+jzB5u+N5^4ZVP{d-pZnJ`EB2 z!4ZD6?$aEmhb%sBx32t_MA~G4?*^m4s-3+3)CK9u@Lz;SiFHvRzP|&lGu`9H>nHmuaZ7P17PK zlJSHzuEbtz*eb(BAL79`GJa6^*JB6nh}>xcQ8JN$UaV zb(Erz;EPIrte_?IVr{1S^A6q{Qud)AzgkNRDWsnPKg>>3&5ItK*L2atpj4Y`rI92= zyOE|+W=l&^@(f@gG0*AMkE7WL%?76mm9_zUSiI-s6`s%_8VUE-*0}hdx1ntS(XW#E zAX8DOI-tF^$d4FrqSIzaexN8eQKs7}&ozZw5qg|_IA3LI=B?9Q4hL-}*JQFfn9g%O zJA_gLR2KUIl=}PSMrUW@W_74XAi=U*x2j(8ykJqrm4o0=uj>u|<4WLmGF2ES7_Ubh z2%7Z8xL#qS#ZYal_*(V`O=ZIsN`kuwH-J<9XCxvrB!5I++cb-z-(G`BB|c{(QfAi* z>Djm2aC^FXD*CbA(Qw+CH*tVJBA(*CJ?cW0%ejF>8gzEBh<_Ak#KSE|WjoE9kSLt6T@+zAH9*r}7Xx zDj{3U_2DefZ(lvM5e?D0P!liWX3V$bO+u@}-0vb*A>tVTfBtTd2;;lZ6)Z)pr;OP2 zqffjfq-|35WbYp)(hNJ5c){#1f4*`#L~?vZZ9yQ9#85ONKaQDYtXuOVcF^#;matho zdc>L9)hc=*T_FATBGrAp7;$_Wct_vv!U9dzs3qizN==paojHWKhV&&Y?~C?)p6;*N zgPIvsEtUYygDzd-*Am-HxP&aigYD<&y`04PKv6rQiGv*>swNP5a5l8*wx0Vj_bDk@ z<*sBVt&s=oA)q6ExadeV z4zC`MJ}talW+TE7#m7V?z8qA+sgi#b!p22mv%%+5l(b%a$mI?(EwaAoR!Frs336x4 ziHm1USWNZ%&??nSNm<#pR^G!GVuGQOz@yVcFxVT--b?N&ErQEBHT{UD57UF$gGM>s zMxHF#72zbaj6)P+{VH2^8o5;d^+p~yH+4I?s$a6fDHI1S94uCfWg%g4Me^1zephp5 zqq@bEM#f*i6 zhW?kM>VPWCmEdxo(Sk?UfHc_zE{2CBhtM649`-c`g&uqLEP05aC>HhyxZ>`0luFdw zi4dxC5=t=;e~7J!zoU`l84)y!j(C(>(B5^)@q zrI7l6#KTkoR7rRX4m|{>ASb69NG>MZYFsC;5`7eqgb)mR?e=maIF~HdK4$CAt1qs> z)=pB9lSt%E;Z+=bHWC=w#sxv-Pk@YvEY(|{Ns;(2RR8FTkS1xs-R}WRuLDV&j3FG= z6ZpX|jRKndkO`QIAG1x+NJqgg+knY90cb*2#%eNzzZ*j~9cR$x<3xhbfkD|`kzUe0 z_;LPHl!ufuWIR_QoMQog=d&o)S=a{id$6M9wuJXpW2y9^dtDIuqb_af>dp~~&D{uM zwv5o90o-NWIa_)gW$KrkP3Ta*N9|t%!uPXk!MPmBurAZe>0kLAWk7!dG1iG;?wD*zq$KPE zAvdFH;>F}bVpxmL#hu^$`ZQ@v+HYoP1^0d%yB*{@evJH-1BMk&S0)rC2tiR$IK38* z#POw}NLQ{_P(NiSehHz4S{GcEZO@-=t54jk?~$3U$oG7WDVfiNbuTSO^;@M}q1J@9 zjN5d1PoR#BIigTq7&U?`&e|k6N-RRMjJ@FZ&_TEd_jKedC@951d)l^%b9mn_ZW4(Q z%2&Q`P;PUwb#7_Fx9zh1zLmw_q;r_aY2g&@j4FQ`l=KWzwf2zbUPbhY|%rDkSE*s}!@{X?gs2mRr>kZNtFvcZE&PlC&b>a8}470U+Vgy8NP+}*u{ zLxKhf9xS*7cL@Y{cN!bMM_d`#jGW_x;kN>A~n;Yp$9#=dAkIuYiV=rs2WD z)Hn!gVa8HbHuf7t0SL8jdsBlRGo~ju+-hFLl3da5gREXF{;V(h6(s4Mv`GzF*MX%5 zzl7_ulqbv>#9*GvW3!7Vg%IkF-t?Gg;3GUZfvVvQte7-C-0V5wb-wn<{pFwB#v^zp zJl1_hl&v_khN6t*LwwJ*ln%6iIR2^6;yRNQ9QN4sY@M9I<_pc_SmQTWa@ z4SqC-AOwKBNotx|b?Y zE@jbQFU;d#+|;j9)Pg4)u4!sZ~r*gpw-0P1kVO zD?1`77_W5YRtK*nI{v2mg`2hw!ZeWjwL|>uN!fY@qvx&Vwg)Z;ft&Sm8NBMnD74eTw%Q|VROa>%i05O;jgkb-2RXyU}PjdbxpU zqzmTN>f(XE3F%d`CV{@HceVi}H6}>{!xfcxx7}3KA~^Nm%lc{v8?q7Z-^-?C*+N3! z&qL-p2k;^L<9>=DDZ>!yj~dneQD$)1Qn7JpA}PB9ckjkM*|zgwy3{B7_cIi?-=tMX z9^8KLdk{)JwWri-(+I_9@TM9IYJ36HH(#*ef8Hez{+2+H;_H5U%_ZCf-rVDi_Fk#Dq3HAeC8 z`x2=L0)8I#B9$MSA+~5#O(9g@PFjJ^UQJSxN6l*}`{k$pVW?ZDXndMcPiV=_n=M$! zB%e!?rC5ThATRm8+>?%fkC6ti3KKB7nEyX?;(YoK}6( z1za3aXspA`a-F0bZTBP8!K>5x;9AP4c0kXSUKDE!&%nOI4k^MYSqr1Sn>GL9qIN|c zFI`fNy2LY>Aw2&^m+T8d$VS_1SD_Ul-Mstr+iNOZbLg9K^IQ}68{N@r{kgBDt|7vO8%tdCZ;y{B zt$Dxo_q*J*q)6jv7Aw9`EA*GRg@@pY3v8X|=xXggza2ECf?X02m32TTW<2+_0*4AIl9;=HHaOu{wk`kZJO4`mXY=n>u@7Il@lDn>lprs`*gg02Q(e@2CRMwi^`QnB?#gp1uw#Y5U&$RM7%F7D2O8 z6~kMGyJ`{rcJuV{=l}rqG@qm0dV>nC@~A2YayzYVAM%}+pBAf}wW{d0*4Me-&zM1y z%>2Z?LxUG16_ z=?zj{)mHa!dY5j*&AIg?%?NSKCms6_LB|NIid>z(DCGtq-Rozcz}{l1QD*%(7M$SN zHt#@sZY$oM^TLk{Ep_joDqVwJkjE^+Cm35y&=(g4&!3LcgAA$02hGxxPR(d+3rT~% z4DP8l-}dB0-o8=6G1Cy<$m-%4cg!Fmn|mXtj1 zEqwP*zj@HABIQ#9=g@-**uk!Wij1)pC^ zc6oA7a3EX5f7z1NXE6v#wBU+JxY20o@%c2tBQAtpZS0%rn;_75`%E1B#_0>IZ8ZTD zP9&ZArD}+vZy}RXd*_bm9MX&cK1~;~@@Mw4Z4IPGO99>$chLb6*4UW>CsYU)GG@J^ zrP`hqdrgRX0a~FqNYjXAF7sT_2$e;fV}R_l*}`o)lXC6jhQMjjgCB`wN;D1p@`j0Q z_yvS@w-}qIp`p;!sD@vZsN0g{@*gStN`&X)RGNW^EAAxQt-u&XsMJKVP7Z_ zJZL_1nnzC*smiSc^AgxhwlI909eO6)Pt?|0alYzI|mCXc#7%9Cwk93=5m`b zSY`uI`o3%cbOn?=UVrEckfHi8M@ns0F}}P2G>ew!`cQzJ?@rf+4TMhO0KF0W{u|jU zxZ_~`)FdF;EjOC&@f$k>UD7K<7TEF12nVA=Uk0L(y7xS{nJ9<@6QgIm{S*i2_(C+O z2S1Q~*aYf0&<>s&Llpf%RH^5?lX4)_HK0ekYdEDYk_hMEH5J)s^kG>Sqn4EQ&5i)x5V5iy(HeX($bgQ-t+i6JdFo;;QOQ@TyPYFq>LeIhfl?AdGgkX?u)%Lde7B8+)44L?B^$t!!S!OY zm6Bn59h)}_as3R8(tOR|{J3xz!b)D=&=+E(UNojPPp5`oM%7T%*)pHZI`h^b1&c?x zpjVGQM4l0Y><}zKdMk$7w}}F@DtsK;w`X+%i6Y8zkYd_ZD)>h4*s@W-RQjNo{XSDT zarF_49Gh;7vKE}$y$d?cUt|XY_@7Wc6Ak)~noSL@ohlrG>%fJ?^JT7MI>le|K>~lM zts;y?@li!dFc!=eT#5|?5G{}*f?)yjsL2Sg-^~vn$VfesLqoYhAbGK2f{gpeX=9K? z4gptgSPb(OOR zkS~so-cPv#wYPq87thlMfHv?M4`O&DY>O_jI0h?|4b1mv*J*q4Vb8xfvrVBW6Fz*j`lS9|bq6Nr{ zRinK1wY>j|)B+3HfN-bGOcPtUBVq zSA1ybpU^+a*f5G}zo=1j_;wl&uG{UV;`bI^ze@Tv`vgWDq(Nikl1i2piWiu$fz`a7 zU-JFIdwK^etZteiN)-m>DmVTj&|fp`d8A(Cu0C}}%mP%~yz3pt8qmQW9&<^>$$a-~ zhnq@Q(gL6EY?uDzUMOler>V!6X{@xquN=;nCP}szv7*^KF`D7tQ$(?M0=C>ZOs2he zeXfu1#Y{2g*O@;!Sy5vA0F4gN^L)eWGqXNqi`B)7vA2DfbBdPTY#=YukG`OdLerG0 z{Zs$k`BujB0Hn0yEj#R>Mkg%2_pBdW8u%Qc1MX)W^nFktmxrNv%%uBV8X(<#Lm5oO zy@Y=wX2MnSMf&|{3u)OVa*q3akK>;?tXSs9!t@s!V$r>pV$`uSKv9i^I)-^H*;~r2 z*C#ufH|KjWK2EijGR-RKyNgZwv>p-xw?on?fs+217qQQUJ)LJb?AgtVqKLU)Kh`>J zy%!-(Tf)E3k9BAnN-u7GDx!Yz@|S)OcM5S- z*~?9w=Bbyj6b%+6n}Z58F3m@A>iH9~9jHXa5K(_~gAMV5!Z?ve$@br~LhlSncDc+h zIjUI3II~q}2w1q4K|%*kd28IH=Ri%LT67U5YPIq+oB7(e;9U2s)i9?|Z<8+XMsg-XBd_P892Hc_{6NTH8*!Q-Nz&EB)$Ozrea`SbKdZf3 ztNx(qQT6gV;cne?5%ZM3+vV-o)-KVyZds*_!y>C(!uAT?=r<0xb27H+iz=j}l6%}c z{8TjzbFO^0$j-{eD&Dv@R;qYyDPq`tyJ>m~Xo zH9m{a6Syf=Iwp6{E}>S9!#fTO9z{|WTI6fc-%Vecvd;D6wzOOy7+o-bZ->)#SPd+@ zi7x@Zz3thOM19?KOP~r`P77Xu3ihcityhnlyyLR;~zfDwT05Cic21*Q0o9L zlB1pP0SU@5ksDl%jf9$!)AR8%WMx=!fqVLejp?ZL{DhKbt`@Q1+%ZQ;1$qGdR^VRf z_qZ4AEnw8tI+cy<--RO z_X)6gi%5~X*A#PZ4!`B?az;g~vBdldevGs-Zl@`z^`=!cnVAd?nE!eHljRP`E);>= z6Xi#lDTZ_UD7e((SyEy%qu_VkFV?xMk^7p@UBNHC2A#8?d0Sx-! zgRqa|@2;@b=vR1?^&>g2fiq>|?NO^}ehx_>?)(q3R|UcJl)TH{Rd2qC2v6(+-CHGm zfo8m6OJ6(D_$~q6pYU$ZSOyvgoXpRoT1wTh59Cidy0->D=XsvbEcpZY*{#F4(g-A{y|V7pM_JWJ z^d!LnDn!X0NyU;lQ+cM&aZmffH38J63Sa5ehCbWaW6GdKVA8F%9onLX#C<7}l}H~L z->M(751tBBb}JQ7{mP<%{2leVys|kX0-lCTMx*^TK#d(*1MI}tk zq)uSxm+zz*zR@Sb`U`K2(xYzcHT|JI zJ9N7x(l;UUTD}^7yi~9BIHdigQlqfw8jbvwYp}$);9!n=L_L(*Ip`BDw}IhaJv-B~ z&;XDyT%om+MZs^Kd&@vPK|7y(iNrFMf-K{DW2b}Po-v^7)my35TA5z494)HpG`cbU z-e~9;1*cF&sO_XpNay;#<#oX-EtZ?#7{Wf-2KQQ4pU&K#SfaCPY@w#d&OM_dfncP5 zyQfX13>-aY?Ah__`Ji;&zTGu@9sZAGuM8N=&rEhvs(fn#xBT?gd~x~xkabecWh+pD z5{-+8sU6%K^J%J0gjQEilG%Pr(|i+3{|g{!_dgc8_QIikMY3M+iGqjSe0S*edt1p0 zAFV&XVj$z|27x{2u}-eG%#*u5Y4<%Z*5{uNQ0`RxSCQL?z?JDw$Q0fR`;*y^oigvk zO($xB_Trt`K4R?tD5$u!Z(;$J+qK@)j%^Yv0DVB8+cFy}0>^N{*ro|Y35$5eI!~&G~$;gpn9Xh{(Ef(8j0fR2{8L=t& z(`SBVzgbb+=Wbh^?be-Dg=~wr8vu}%2`JUC`&`P@9`S4o-P>2P&qU^Dn~S(YzyYXe zhQP$HdT;Px@3E*jU*)_tvut_G&aXvGY&|N|B#A|~jH#Hq)uL8fpx{Vav8|>P`}y#$ z6_m2Pp90YOsGaeQdiHNy?!H%hN0!-I4;1#?-^esDdIh0UO^imJ5theyPqY^)6QvES z7b@4N!wk~WzYjH*jZXfkQ3VxYE=J8unH6^88ljhnvFS?WTA{_AdWEAOd__OIX+nY> z`g1NSJlOdb1%^i*?%w|p{T{vSm{$`$W!pHsTeSA!6%|=(!zT5cYb7m@$#41c7Zlvq ze)VYsyAWjq&{pYm&XYpTPSHUc*Nr*l{)dRy zyh68f1>SDFChLV=M82zrgSj!8&Pu>=AX#lLbwHol+%pD{it~g+F~xB- zCA|1Z90W9K@JkZ_&6i_5Cv3f{~9!-hUkxej|*FRP>!~lt#oQq>W4`oH+Jt0k$w)%*KhMs)+bjHb| z9kytZ(8=10Y#O|2eIx>wF@5o9lC*tbS*!Qh6S@S>wtAjBc_X#Or46rX-;U`^vIOA* zm7!m1YrnIJUT@&aRIe-sBphEIFImYlRCrw;mJiyOP^|@V0D`qoaPtf%7pwIEyg;7Z z3#g$)r#!>{*2Xho&Ih*Uf6nzjvlR)^fN%N>P{pS3*4_XTjtbXH6 zA!DWY(`O~jE7%Jo==3IDj`dg=lWCkon(7?c2{h(~P9d_;l(2B-M2f%>p($?12;eA8 zlarBcFeUl|Ju>xMeYd!VoIpO$vr#4*9XI%yVbIEzSsP5VDRBa0z~{yG8rA_UuXE`WY`*b)Zg&g`woOSM)He~4MPU2F&$BbvSaX~nlh z2Q=C{Cl35hx8*I)38dG8ZjB5eNSS8-ua@qZKc4W;dc>s0p~7L<+A+7#fQdgcOpn~ zf$ky;p+!RTAZfJsFX@{PCM*SB*ffMrZ;?NtsihdJ@*k2cB~AN%j9tr1c@P}aNr#O- zpYe7;PZmco`24Tw-D}v?l)n}w+M0QJDdRKc*Bfg@m3q}iN-|uvNDGYv2a9zfh|asU z9hlF%HkjH+)wcDPGEJSo80%%vXOCGCVHrDa(uERCBw9z3w}&Qy zu%DveSswwNfW(Ijr!kB3VcqAQAIPg$iN6lwYZf>mXAgmEKtq#NADJ*auayP`3Mx`b zcz_`9)m>Y&bZf*k82zc+8I$M$mbCA|3eTVO7bVdDVeb`nzzjmU<;MS zhwB(Fo(69SpGH>B@3h4iO)?I4LQjhnCqdw&-GooOFMLhs&%UCugBqqHRaSKuf>YW{_cpEYVNs_zF%WKZb78JulPuK1NI>7>}jx;%m&t$1K8He-HtBDMdp& z7tl~B0mjH0U&UuGi!~wR`7Ftsy=K$xFpWjKv?((}QfECtOd>7>ilM}b=Jk{;x_tpr z0xniB8Rf^kTD53u8+CzK;AwtfRtj%mn$=?to9^ZrRYaTpGT8n-5R?<^3K0papCV`v z;2!(o-i^&iJ|8=`0qBb{qo!-DrUfKuNt4pk4}QJ^2p|Ka6b?dNB0!e~e!WnDuz|El z#~~_?U>G53j}4T~qT`b30ll6Axr8rB!yKRYLhX&Zq{J^|CcZ?PN-TGt=N0|VTe}(6 z^PZaBDe$~Jj2f(7M_7@qNiRGOY)8FORt3cthzI*muDLrOCBJ8>7sXtAS|ZS!vrJSk zN-onjJFk*{>JH)LvpNRioiyv%F)s#$#`psp9?P?BLUI}G9mF3_FD2-iOdhv|J3C5|N5Ell+H4oM;997jsI-S$Y9d{?+^-1ECqxE+l0j>*p- zNrdDQ#!OujxosC_Jd^6!;24nFhF zsI!?Tz>zWF1^7MvD`!EHSflVpL}}$3;x;4@ELjY=FbihMeyFUXx)B*km#>aFph+-N zL+qtJv=JgOp^)xRe+=QuoDuO^5;AM7pg1?JL4io>kH?JFybS0Et?WRt?*}fDQRc_Z z*3qjG^g$Oy;b}3*Iba{C!S8!ks-;rVbE8stY_yX3;7vig$fq7Oo#E~f*|VoGHu=+>cpu zdT}E1=u&~W0M@(6sGR=>JC|Dw0iGIxT|VbzvoneF zN{aHAZRf5`na4o#y{~D-uE1EoRjcP+ZI*BDxmdDqiGOI&;xN#Mx&VP`zBiHxck4Un zX8V&-s{RBfST&mWy6&RwF7(2>j$&anUjqrYU!a(i#(oml@47wG&VV}*x98?9WTRCf zVO*?5@JXygq^^+s9zhWt8wek5J}x@wD@08pM1}nb^1Rp@vEqBuZatDI-cmf;=)AMG zPa))9eswNq*SN-jD^TC^i#*21*QG7%!x_B>x1C`8TV2ro9l(Zgz2ON)_Py`U)#m6$ zSPbLH(DORr4y(~88T5!-Ljcy37z(zFCX;l34C>A9W05-)qzzQZ&DGC@g~SGe)w50_%lc1Da4X-fj;J5!rxs?p*)&r@%(~ zETgxnuDupYduVZ|$IDeI};)F`Si@)HxU zDBgP}yHG7^ML63q1=3>zc&R@G7XSJaC0>kD7vtI~7QeFeW71>xfawvnzYV{t@<X; zCcu$Dx&T>T@d)*#yyvD#ydjF)YKl*hVT7=$kir}D$LZVTi&6Pp4FC5i77n1P#dmnv z@79$j!;;waS@)*P2unVNZ9g?e!2E7DnEGO2%DuF=?2X>J+)rv*tN@Yinnz}GV8Y$8 zM$zFbA=r>j3P7sz9s-l0DT%Y_HmHEF0=5xO34^UZ5Z_Q!?PQ8}V8>h+0y5pPCJ(3M z@Gu-<8QbWAVv&^3JW`CGOYb?9Z^*yrXa7cYxR+%Jf-JYwDucf_X->d8omlxP0q7%`AR$h7R)l?qu{Lc4Eqkg|)2 zGFzHh56Fj-t((ifgYNSdf(6$JXF{kU;Q^5Z3Y6*>N(V4(6^;PXxx8sN3Fx3#0F;?w zdgR(crYt?N1HY9^La5}{D)J&gfMZqd8co9j356(}oSnH4QQ zx2VC@|C$7S7y-(}P#pm=lX=!SR86YEN+|)Wi~O4!CuOvOzhe6yuk8O^-{Ir+3F;xX zoB`cjrDDV*j4g(%W7`Dq5X4;P~^w?`RunL}@j9o|_bJ z9Mi;d1*lvM02!wK$MR@^x$qGnJ-h;HU?gHnnBVrirG}$`FWmnq@^zgS2Zh=msHU7P zHw>!6IK>+Sm{NamS^oMbSozU17~H}SX#SIX{f|Bu_)s?aiLy0KWHj=BwzvN_yuZIO zK?O$r<)(Z^`hRvC|8^e#czyPWkTrA`iv7St|Enu}83L%tQXId|$p61)&Yu<;5d4S= zW)~or{a;-n146jjYsuMv{1iPD!T09XMsLpH(`o%`sBDE1l@z@j8+0*X+8YPN=lN#i z7dEyK;kdr(YXU-sG^BN+)1QEF1rSy!Nx+hE=1L_(#PH*^))6(EH&O;0VuitDC^|;%WtYohMuqnB#sQymmp`-?N=wXg*wH1ZDj} zE(Q!TEe)_fKK>)7vOnU{;Lc~(OSCU7)B60RBbYVvu&KEmA%?nxK3j!Ut&P#}AJAKy zt$pEW%RPhoZ>-pX$jRY?&~y}}CUx-+GEcc*Uh@H)<`6whKZ*8qiPf3L;vJCj(B zSoRYv1wDbkn_t_jNAC5<2ZB@hKWyb?)RT@Qzq6XYW&P_$kX6_l%pMXC0aEQxeX zU-kTti~pPJ$$bV4@z{oRInkdsYJgIrLHE+5Hgsj09*3n$>agMUMn?-(o+?=UkEiih zE0c{BTkXPJSN!wa9?R~_ZNgBLtlJuD33jHU*HDs>e*fRDDpqXmaki(C#r!$j13rOf z8ud+JB6Yhbnp6P)&yiT|9|bD^{o{z?z$`)Bbv-rubHD=HD!xFX$(#U=E>sr#0haiz zF3RT5ANwyS53t^)#+!WpiIq2DhC?CqRmzfFg$FzK9HTSZ-AX-<5&ZqzeOrc}(ix2K|fe+BI zaf*-Mk#2Rimt{_OJojB8USt!^5w4hr{~Y!{>qqx?ac{i$$Nh~(wyjcAd2tE%EIp+X zbls`SAD~xP%Qf=gRh9Pe(QVQgl0I50-gGO@Tr-b*I}ZW!w28CzGA5gzi(iM!9aC+e zy0klxlx1NQkYJ9Nj2#|#XW#K|=U$DRw%13Ts*asf#)nMfG^;g|mrKmAcz?^>fiNa2 zJBSBEiIB0ZcClF^U@!9)Dqn=p*VLC?u6oAQQJk;B&HE{s%*)4p6ND70;ru8)uzk0| zMp|)uMt(GQnt88XvvhycQgTwHqzFX1lnMiDl|5u|)lULuTN}ToI_2e(?`6#Jw*|>e~dS6#!1SczWT8yD(8BhlAKi0I0 z&7i9!yr1ZE<)Z1a+38q$q(C|AS5Uq`gGQ)B>EU(vPHTC%0Y^tT!7^w_2%LmIL!B^C zT*oT^nXjt4>B1qg_G`hJt)DFG`1;k zahH}%N+(4&&6gA7uqhHg9(bV+yf8l)x0?SP6vfagHrw)Gk?7r85PT*y*c`n-#}71Z zU!QK2F1y@yy6Bg>zbLAzEq{}$s+)TSS6WP7y;8kD(pWzoD78 zfot=-WV3stFNUrI9gpFpDs65>rarURcW3m$U*Kbm^qY_Ivf8-(NJ&JHM&;3@wR%MH z>czC)0lRHYFV%e|jTU_crJilRw1&*@`=giTjGMmkP7S27ls*@)KHkWvENnzeDkt3o z%G=s>sm+L;yqb)cmG5mh$Odd%3$)LZ(RW+)hsJxS$fQ)9Gs6)XC~s9vs|@d185HTw zMQit>FNlp@TZe?J2ogS3EGH&fpuO&EIFRC+3-US)H}#7rx54^x?Ri)`h*@YX>dpMQ zq0W{CI2aTZ$%OaYs%n*JRcZT9Wsk!W;zvD&#|bRGuo_&{Mg)d-yhn(%-%{KEh^Qdz zYChGwOyzFOwcfFp2Ej@e6m*uZndMqCbd?xQ?`b4Gk3K$pJsMV=`nAFN7soHwPOZ@D zdmrdF+GK>&C-ykuSKbAdYMtZIwYje%Rg~GR z6_zsTnyGwg^~$0CW}$hkc`<;!mpCoWzMNc8t=a}64hfUd005Yy4!wU=+DP$rp3$MM&C9ii0mfE&2C-!Gk2g76$M zQ#D@VWAjl_6G2e4Ye-9TRD-Baaw<=%f_6XYmBAx@lGJu%yyd`E@jrQ$i24q7&xfCJ zQwUSxF``5^>BOq7tfP0GndZ%x_o*ti#Z1cn=GE(h)4TFohp=#Af^Q78SWyMwfr(cS z5ooS*Ho{-Oym)jE&x#hsFJFk#0usWS#R;oZ$z_eY`sB##qLQZHZ!KUCsv{NJS^FHb z&H6`q7hk4(5)!^OhWABDx)p!lDYxs#h#WZA4*&7lxXNTA_+_OwBEhyXhNS`K2$Y@i zQy?EQ%ql++9%BBi-xb(OtbhF!H|^}JS=*8<1{zfuj(C8cT2DLq^5s?k)Xe@fDud4%{+f_@sY2=?d&>=hOW=Y>`YtAR(nDx!@-_Oatd5d!ZBT<- z#o^P#gB}~H&2$INA?_fnWqIVyvs&cNtzR1F_M(5WhktL1#XKK3o5F{ZTD5_%>#Cbr ztnvQxKVrl*ko+NhqQdiU3-n`U%9KQNb zuag+cehv(5f3V$+*8BRw*$U|L>{eLPyZgh*f@%7LckZQQq)2}v9zV=EZZ#djwOlD1S@;{1N^i`I*{T3W|93I~{#Y~2we1+||~XYX9e z=;?A=8R#h9;8-ZB=e{$K8&7R~K{t%&VHa4iEoKrgt++k=io&y1ZpY`6SV=o_;`si? zotOJ9+CdWRlAgI)kT8*v_>h>safx=%$jjVR!BZCz9@Lx(Ch^2!cK0bi=5;r zyDW28jAKH=i~r0zI0mIEBKQw`S`$*Z`)PnA@!z|p|MMmmJs_`G2d+!WCD&CAw!7FV zg_PzYai{S19P#ahp_Y0GsvjBUOY@XOb=bAVu6>uQMlCAAFMsjiU!%N-d(!rEuGoc8 z=-o47(gqgd!Y4TyOrJC=iJ7u%gt;BnzI%V`>qsbd&sH^#llF|X0c=87zet}=gR)Y# z>}$E%oA0NnF63CCLRFTEst!#7tE|3_Sy^AImkQ|}Zu-sz;!U$Z_dL zYM10)#0}XKHWs>wgoqG{+wH2WT2ooL24r+3Fjws{H8OIMTKRHm;1 zkY{Dzohsv)!l-1J8Wo0%?FSQ3q{^uAXs;jt&x7^2?*>CNMO5%?NwO};HNwDFqnM>p zSw3`;-c3t%7AVeC9#NS#_vnLyBS4X-WD;ocK%?G2}IJd57l=yVW+u#RIDw!B333 zQ`2A_HO%7&5tFN$`ceoWRTULjMa7$XwQ)Tmznn|66oFbhCAuRQNnApi%+j1*uGhh+ zU@e9u^4)!rNBR-GX(V?k+nCZod+h<!%)Pi4Wl^ z?lT^guA2T`A3UVkc~emE{`){1Q12n2$NIpHT*nQJ{5S4f6+F%@v^c`$X^xW17C*YU zJr_)iMdmrhfA))^i9JLR5}nQSa+($S^Ykst29J_1>Xa2)r~cJgCW?GiP2GWdGVqJ4 z8jR+GcM5+SO)cW5-o7*ekaR9{E}t)NAi-RD`9c+3@!F&im2zl%MF2XO!efms?)>3t z1L^~p3w#H*t#-an@#2>5?naXYHC$Sm{4d$dZdQr|ZV21`kOEvJs&1@OJ5yjqOh_!% zp1Y{OGTElF=3hp`wnuC&TJb0RlA&{ZI zEwZ?*)~gYg==sK@iuaCa)TALjRE31GNI_icC4i;emnuDN$r)m@ae3ed*#KdE56~!X0vI0?!bnzQGSdnh#K789gM^*2ZE(>5Gpvs0mqXoZ+ zA7fZN78yqGOcCLRrSZe=rg{y{%5<&#E;EjQmY9pm?Jls65>HV3KY>R9|Mv?X0o<)e zSm5721IH={Y%Kw-y|faTb^q1c^Bjt zV$9`AXg;sxb1l#BST64GM6qeTh(hz(>(Wgc8=3?9T>9d~o=|^yU)mqMe4h!p(0U5PU;JT})f7rg4f9>R0X&XHcq)M->I7y(aq_9rUCkFl zGdWhUnN{wlsE{2E$^49+EVIcGmBTN*+Q_?U*JHQ(vSpZ6nem7`*01UfkX@umT5>({ z(F7`dZqm0-lVqJ(K0?&w{k8s*)sGZ5>Vb7}uc$m!!AHLFx#*$xhO??k}MHy%V&9!B9fezzm~yXwh@vV&+J zH0buiYk~4_6BTdmW#fh2>cG#?`hFS2%OJ}=UHTc3Xkz!-WAtCQD;(JL-b?K=eRA_o znADTv*4$t8Bquo3`Pc_hM4g#FEM73c(AXMEd7Eb~ibf+?7~v!R@S^#p4)H_tMEla7 zxiglp^p-7KNz~uxyFx5Hf-GLH$gT8W3_d`DO=0jQ(nKZZ@oYpc_nyuB5R7(a_z#%Y z=`2-K z+q|o8O`Ev=MZjJBs%oFppazlj8s?AuW5eb6GRIuznfJwv@AS3#JCS|fvY29U-BF7E z9M`8(5jlZX*&Qde$g9bhvUg?yieG%KB=Kg=O>Yz1(K!%j3E) zznK6y9nn%FEEie8UDGCg&8j5lrRMQM5$2#kqb9Net{jD(&4Y2YOX-|F z_ELqwIQ$E5KIjF3&}g<|xzFhDt=@`5=#s_E8RqAmm_SC{{8!7-Njx@*(fnc!D;rns z*c=B;Z9HDuCq;|(^@&E2I4T>e^SJx0GLw`0oNdbkdfo+5s)EbQ?Ws+-(_v1tHZWhG zFAvurOWcv3x4PC5j+`f3*CF07Vb*hhqdVu96nKCd7^$FADvST9@2@t!sK1?d!CKN5ZyJvnFm z8?m2<#L=WtcnzN-+T{ARMTmP2U0Zn^qRf86_ZK9*uO5D_k#!;x&BUo6 z3=P)c`Tyt;^_aY1-WM2%a3=^;h@D6a8H2wim33|LktN4c>9Z*Wgu0Cfcl#-ge5b=1 zg;mz?(<^vB4gLHX#Naqz+jbMO-ApF1L{5P2uwbY}9~6B{?vm+Tj*(L}_cF-)CY{U7 zyC;@0>)idXHV=#sz0l)a$Z(R9!~ToQ17jdw%;;K9DHNHwJ^#%!csTW&+5z^}-10eZ zcVY@QX<|u(`j~xc)x8p^-#J3%RG;>;CTan*=suKI){(>#K#+jk; zP0GrW+AP^G5s0|+aoaPjwW}+u9rII`g35My@+rGduQfl*CDn?3h(Fd|OJ8o4$IRcl zd?EDRc>dyQU`xhEuU7Euw31qkAlrP#B#%k0j_xh`dnJ8F{h^_HjP76SN5^Hx%h6aB zoE8ljcE*x(8?{%r6@`d9D&_Y#AW-Y9`2bR*$T~j7l=*hj*biP=!es`ZQ@N%*C2jTO zrTHxCOE8CDa8k4l^ZO2XI&b>CBf3{#G-JEgXaek4_fClaFrs?|oV&D-z8HB@e_a>- z#RO1Qs<GA_+3yvmXDd92FSsl`p3x?m>Kt+b|>WyIdyQAo!Py z@_j=hM%ic&JPol1^4`&urr5qw zzo2e2AKk9xQy7GAYiq^@Xa|na^HEsiT7QSmHB8Q3CYhpYn52khM<6R)k!?waA_@-p zv{1w#zrs`bG2jY2)9Nph(yJ9Nw&}Cxr|{fbxzCLr3~E=@f1vld|A;uQA*NDrRkIJL zq#qr(R3{c9l^8`+*L~^rUS`LCil;gTQ7p1H6B%m=IwZe3z05XMLDA=JFm2d8$I~VM zZQ)S(^js1)l=SBE(zP<@c$K?hpUtHvENOKanbQH{*Mkf@0d~Xxvl#>Xi#4Fl2(#h+ z%?&*XSU}k~C;QaM+S7?q5DlZ^{H@Pc(>#wEBdx(1$%G7=2zjhCMbB? z3*2$Eb1d%6b7b@0>rpk$}Q`42kKc`^ndRk-(%LTa^9Wxgt;C+p&$OaHmh!?{cC)H zLc>1P6wr^i%gSiT_!ZOEFFI}Q5$0dIn#qjM3Egvg{iGRqFwE#|t?{oU*jf-WhGzb( zZTJ3T7|%fT>Ewf%_ldFs41(&-4e&jC{d8cQ1Ijf)SrE z*UF#Ldc7vR_!M0sKll>yDyrm%9x${bH>@)rtuZdio-%bCUZ zEpNWgKbgl2Ciy<{wo{;p#l3^mNXI2q7i;R`78#innTGfVY^P1S;Hg*lFBcFkTsEJP zz++-cG@Q8d1ujFgt8Ceh<#|U~^Lq>NmtK<N*j}bx--PTm zr_YXFl?!Bi%L&sIv1+HK_WdNpXL@uK??0OR~ zrO9s0PeC;j?N~^&7D2MX|Hsx2A2hckmsRnfd;i$LAT8^E+ps9c%Bi)-56!dswvy8$DG-n`Z47BLglO zO-temYt5aer?&fZ60XQzolE&1(yIqnP+A>JTpr^VI3q)iKT%zKNj&7v=htfh zlFupoy{}VqTOe9Dmf>vM>lX9#y2oEM_$2SV>P-kk^Bb7X9g1Zt{jo8Az7jhd%v-ea zAlhV`x$pb@$et5^qQVRuf$pj4vb{wEyL&(d?PYDv+|vw2{#8cQ@0z9!_v&Pe9=c_- z)rGq`s1zTM3g@Ka1P05M9EWZT>PnVK3)htuId6RpsuJ~s@Ena<)y9jx82>Ws;;|>= z!q0n;2FnA@{AT0=#{pGLY(}SF9c3AR|Bt*6_t`BB-_K2PJYCS0JQRoQQgb31 zmu<6U9Q#P0z!5gZ?s)54*pb2w@Kn`?Ol5K3k}Q4V%dEmKO&p)j>}T80YLPYYMrFnN|%Fu+q?R4z$}xC+FWe_`kQ6MSl!HzjQx1?j;?zx$@CT zxa6Mq)F9#NZ}3jvefur+NI*(uuQN4qdP0NWajtDsr1E4r2je+*-g}SRr>yQ<*oa@6 zwGw##<#4nj7F6N?E`$FfH@oG?up{$HLwIbwgKbmVEXEgs z-n^^&A9_dpHMv*8D~|c6#LPn*KEzj#+qZqk49jLQYT}uSZQP{sEHLV9eg9FWtunK; z@mRs?OjqZ9G;jO7OVMHqLAOY_+)VqhN?l(P?!NpU|Kab7|L<@k^sBzu&Kwy3?IIw zuO064(B8b=!6b0;(evvGsn+gAyd#YF&h$|OOka7FDPy+h{xzcH(4tQA&&=W4Q7D0u z+H0`yM=ih3hT}qt;!)Gm@zJ?I;xmYjFg^xgfY{s>|E7{ps?DpJ*xUdc|J)Uq;xSq@ zqIlEeka-~RF;)xmRb8eraD28k+tAfVT39j^LuvRbfRwOpQ6sIu5m}L=%6Jqlzj0k5UY$7!- zrm>x@aYFwuIHy}M}*q7Uj|L(Gi=;ka;b-=WXGFG>|aSf$&`9d zFF8b~Wj=)xio_gVI>#b4v9C&~YnX*LG1p{~U4&bmH9W3BxW3^tI0XIr1KMbGWD%sX zpBlZtG1kg5T}}(zd^Ie@Q=_%hUuknRVuE(lUL}}zT3J>-ms1gs9ILN-wwuh^C!~4m z(h(U+A3iVGM!-cVBnQTXM-?gjpZ&AL1EsQTU-uir%=zaqtbHSC7Z~gyo3l{YGQ(EO zOpp-zRYy5PHcVeZbhs?Iii%(T1vEfE)}!d5p!*k^9=*^*OXt`=L1CWsDwQnf;Sod0 zf2@pw#p>fhhEd4Q!`)1^JH|G=`lK02hzh{60At)0Z4-t95 zBQPkVCW^NDaH`XMw2lIFMFDyertEJ%aClXD^G7+mBiVimdhxyMY4M+ho#(fr(8~It%-EHeS}n`Of7@$ zzkE1mdrp0nVXEPoL``7m?PO6V2Ddwe+qsU5Hd-rXl8CmIpZ2)cVrV9t8ml0uTNT{ zr2gY`CGjp}E^D*bU5AcQx+~PgPC}W-%}4+KQ6aKAP*S#A@5aIQ1F#(VXnQ_KmEX#F zAW86rCT>6{Q-^K$jhInyC>}JcDJ4oEIIUaCRYi79`glB!FJ95>A6^Za66Z7jj5m2P zx>aARxG)(#oXL!-@VQ66|dN4|O z_e5|$W9W6t{Ycr{Dc3P0F5@N9v25rHLJBN&EBGA7~IDO zg)i%TaWW&zJYR;}K13R~uX1;QL1EqlIzfShQD;+XGzvL+kRg{dZ`Q1M6P*?Eu21WM z?r%#R^D*bB6KCgXJdZi6RY}%teN+9EOjAG72(s}yt=K_ik%;ug0s(4qM#mw}ohICW z+r$S2a1~s+%$U(5tRUK&H5?8mVA_))fpW?{iYm{1=`40YiMpR<%7Rq#fA5p?ye3+h;hsH%+VOPz0@W!G&49a%73 zb~kP^Br%I7`A2y88GjT`uFa##b|vntW?Pm|rui`v67QiFXK&Lp+yYtoc-pCx@`JJC zU5suYYNsu9FWLEZ1^+)ei%>uA$)(zAq$l(k2ZvN|l@*HH#Zcf_)7-_9eu8q~(cty! zb_>asJqLSN(@4v(^1DBO_3uA@PzHO!$78+i_E5(mq4iF-DUvO$y ze6`afUHv$a5=v#btQ^LF>uT5h`vi0|a?5V>Y}DQ*ft=s{oyzbQZt_jpgokiQMzA2&WHzN$fy%PUfO377G#WQV)@85vD}Z>=;5B#`|uPXepX!M%9a*P(}e zJ^JZ?{COiIxJW2{GhV4sv*CwVhF^+v;~5)^95$~S}iW2rn+p3^GP+JOd8NCl0G0B^Twu1@#K_@N_e2r_YY^3;!_Vt_;jJxBxRYg zocpXw6@uCo6=uaJUb&>5VgBQ%jaJm#T1#IQZtwN~@Y;gf9*d5E(aoD1d2RJ#lHlGD z#miy@maiqXM@UCS#uxKOG4aqA#%FlpKy1DZw)GAS=Y&|EPq3qu8@bD>O>s%%%`D zt%k3sq7kw=tlk$CaMfPxbm|hC!@Kcer!*|xUeVSUdF*BmdvRMMD$Y9(R%uX!6R(?s zRSAW2TDk!`FbC9_@^!s}!@-+A=;tvB{agd#vfanjdA`M`W{2Ye5uNJPFj$ae8_^fV zwyXo(lMR>E#q|_MgC@%p^_Cg*NX;iweH;UHH-hQMul3AfDHFFP^v+|>SJt+z?o;IE zcU$wPD5ZuncWEPp-f^`a8OP#a=n5nbktY5w^}t9N$B2QR^8axowZM&N@U?m5MWS=5 z#XJ!-{18f&`Vd3Y*ejWJ4H7X8x9w&im^)2wITPRC`|OaRWsP3xQ|5j9>YKOEa}c## zgX~o2Jnyc2?Pez)!`nu$fjlnd%$Iqz$cxYPhaP0?Ye2g{glN&~$({Xpp22--$zWe#&^e`%Sy`sDO*U*;d~Vh~Jilk*=|4(?H|CPh&J zmSQ<>?UzhK04Ov%yL+P;Z?tfzHK9iI%;v>2oUZZDMS_~aqOp(uz4>46R0}Fq z9@aq*@(oZHELRgbpzk7oY?2bs_oSkGenIWlqTDoTD$dr%srWQLl&Z&g&qwHs1VP$= zd^tMU2}D>GR#H28)8&=hH`@ z2%eM;PO(P*C#e=nJh{Wt{4CT~;I+id*YBCnntKq$DIe0S6!EpU^qD|*_3sI8{{shZ zkFQU#O)0VpM_-TQw6EhnBvZYiG{sMNydE4b{MdK)oIO2#9Q2Xn|D?1^>9Y z>gym+^AYZ4u*7Rs0_G^qF%0Tg!$u6RD=#3&Z!9!44|E>v`Y?uh9Gtsi=_LO)4Faq{Zk{8sx=@`fZPKh3I8TtuoQABqMmU0JJRi zj2Hh3;s47UT|paK;&rae3`Na>L2I{pL~6&dnQoQwGaVb(9}O5D7l%M$&W@)piWA3785o3>GQG?&yt1AW{2J?7+icJw= z-~tk=?Uv(eif+eW(TYYn3gc;S__P0=1C1^)zh>^40fr|V0_oz@7Y8S3N~Bd28C;Qo z729;O+$M&_z-y^H8mApS#2l%QwLjlLWD{`9j62S_Jx_Z2L1mkK^(fv|c?~AfN*;Og z6lXd#hO_(I!c7N`EI~qWv6K$ol$Z2ilw*P#39eqgO1W4KmqTxv48JpZ@EL9HMbj(M zC|F*wRW(;-q}hMhY4vlR3(J$nf+uc~kCR)b8+zZ=Eu?VaVFcXcev{G)UNPU}pr{L+ z@>$^8sfV{e=oeqsN_>CSKC#8#@y_sR>d0eg*0E38KbmWviiW9Lx25XNLngmQAU+U$ zooeSAwb=ETz*7aq)of(>vD=F>h`P&ak;%&@!Peg7f0uW+5I#l$U#__9as-$0qa$RD z!kdpW&e?9zt3`hgyciq-&t_3JB!G%{8W8-}E-@eKjN+(fQ{vfQ3ea)F_siIpcG-?r zY@@&N!5@?BQ&ypt`1f`@jyr;C9qb9E7FbuG!sNtE?B38XrLDK%@&4ihP}Tq7X1@vX zX16w5bf8xYb|-G!VG5!9uakF0{HP)KzFYnPhr@fT)bf5;iKQmrI|}VYvUe0uVIJ#@ zgv;a!ACVf0%|Z*<>d?=f6K{l31#LuprjXp?Y;#y#G`Q#58ms7pwfdb38D&Ps6u`gh zK1Ot$R1?Gm9zVxv{+SmA%2sy1$&GLNX>3q=kRs*V7TScdpETv8xQrcdw40^vsp%hW zjGb0Cz3TIujMKw#*SYDKXyo8tjf`R5@6&XsQBE;o$QlnM-VLf1y|X$WAL+EozuHTm zk{PkUEY1k$M7uLC&LOizP~fs+A8uEwlkg8;^}o(386~J9BpTyqNU3skV-*#v((Hz9 zt{shsC$XQqUr%z{$?4HP37tFtiM{ZR=#$8WY%ygnynw&)z0h_dLBuuKiC&S&~!>I zD#!Mm524pzs$p&9gC6P4O#?ZPwQ|Y=Q<$?Zz3i8W6Xc7)bAs*g*6K&ZZm)m-TK7AA zM}-H6C!;kwj*)gLMqEiZ?B=JR1pn!WTNEFqWj*KZ*cP}Gq53Ih_>+h-A3?a#D)iLD zuhi^?A>+2?0!<$}Nr@hTyW0UzS|aY~&4eL?;B%2srAhEXoqU*el@j9WFlvgx@ahIg zbW+~c_u-`S#`{@Hy1)b+9TP^+AWuw+nep-})dyuY3Po`6Hx=A5UTHAA=57y14X05g z&+q9pN~L%Zr9$PBMixv8x6UzvX3tiZr4 z607k(;$Xj6;Bque=z@t8UW+bTCFcdTSKPdE3J?U<+{mr-JjC}`Y)-F5C1Itb%POlu zNzhLOI7Et&-q-!stCfe)50O1DVMpzTj5^OAxF)F7YX6KgV7_U1Ya{ze?iC8$>BHFu zE*%CMlVgQpCo5cet zDTw{cf@fzm!OsemZ`{T=5A&V;*;mlIA{{~x647L52mCrEeIyqw$J(qT*9N7EaSxGk z1L_%rv|8)xUK~%&u!D?XJ7Efg+^_v}t64K$rQ z2b~F*vcTYw)qZpQd6t@13hkflH&FpKJm2mkFUlcSO5!eRlq6bU&!~b1OrYjPu}bde z^o@P#g%LfEA;2|J{IVnTZX%!i^C|~R`&FnIF^`=B&8HV6+pNa>u^U$JVU&&3z& zyro?>@QY|}c284k>c59@$h6`>6ZS(n5C4*$J<``({T|p6Wyl1FNX61!o0V|lQQ)#& zT6fSN7HT5UVQ%32sgbw2b+W?Nen6Jf42TwC0n9f;iNn==^dtkzHku|IE@{TwA&-(# zhk);+Li&>?OWffi&69CrlwQSXDIm)db2Mq&*XW2@eD60pMMkFZ0BN->BLszbQ@mlG zglLZZ60sPlb$PY{9VK>yMueWvk3~=km}JbPxM%uETsD#bqpv9-(N_ct^^S4DPWww4 z?iXiOY5VIR5yCkb%i^2{k1wV6INENsIyv2pE?k@ zyM3!8%INx=^C1<3u<6knwLEfuTeTxEiWg;1WeuqjhZm(+=d*utSkg?C z`++^)<3*XqFqWiXQi9ivD0FR zGoYNeZ^jZ|?4KTG`13n;?_iP{6e^pD?UkBgbL(iQlX#rl*l$nk09wnSduxsF?gImP z0BJ7To%IE@v50U~d@PO1+TPHIty%(=y(6T8?$zFCgpV+4X})2*fnjTE#381mn-C+p zr;&&BgpH?A-Wd669@m*`MJ&b%e3mma_m$$^(!(p$ks7uHI-Y;64B` zVnd}zhsdcmX7S1wJp@f6j21)g`tCn*J$Y@vHb~2IE(Vl|*(`Nv4BsP(zf5P)D5PWw zXzLTa$_4~VFHMH{G&s(9K9^C-J2XAJ5z5+2>b+&51J#SXtQ)p?YB#FuxB1mLJUH#I>QU^wa(2wm5O4 ze(*_OO%rD91Sx zF;wq8ejz$L*JQ|UHK~3{A!_Oy0LVl#fa}pP9PbTa)heav?6w-;uB8cVuNkhaGUN|A{>bkdf?TD~H}bdZ zkApr#g+pQH2u;2{!}z?&;02ACnm*XZJMSoR%jZ!d7`0RZ0|QOvUql*8x4bAr_gL71 z5Lvw_OTU@)#Xn$u>D$Y-5WqK0A1nSF9hLY1Qi-(kLFjkysLGPYbO<&^ET~<{JJmn%5{7=O6 z>V0mx0Y+r|?#FH4tY>P)uHJGtrobUcQvNV7CP96PAZalYZ4yt5u~xYlD!m8Ev-s0} zB`X8@{pZB=WHjaoy7%(CJZ!fx9Cn!hx|Fb|Rm;`R&C9eSgqj*1=h+_2fERu7X{@)WEa_*!T5HU9Yn2u4YFg0VY#f;`sMUC(2<~(!@`N z$z=MSk3f{ljiu4I7<-oI>;QRjp<@x0sHp-(*D%>-kdNt z=QPBS%zum6aZ*tt$lLgLV@6Cb@nyfDXdp{ETpX`sBu0WFX3Oz9OmMdu2ld7A2F~vz z{mZi$OTA3jx!wD|sX;VZyt`m&6IXQ-!BKEpHT~2fvlm694n*e!A=g7Rrh=t(Drn3X zrH2r7EtJ_2BbjtEJ>iko_WJ~>xxSjl&xeylAW0Ty5}y;likrIo#C*x&lnv4I91|H) z@}$V5YFFsaAMi!U86{Y_vDe=OMZN0D0>Y^RN(8;J48e%nHH9LXgu&o9#TXv@%u>sV z$YtDAsR$)d>JOz#6Ff2fE;LbQ-M8=dXk7Rp_(A`DD(oC_{@>2`FSrcMQS%u^-HUej zmmZp$<$S03L8}&HRJoDkWiquywpcWG;kE;VbsykQK;wNRYUHo|;tC3+(isH~$OeXq zf=(^R5L^=39gJS!;>F>bumpizNX9hUgvhU>$81jpm+ZEBgOXjYPQt?qckrhBAsU7f z7m#6x_xLU!!!9|HErRC-tl&mnK ztx*9qkRF3O)f}u45(Ec~0$>Ly=iX;PgOQn3t3LOSTVe&sYvX%|yoZbzyzk6IrsAGg z8MoTmxRqFpv2K=5Sa~)bCw_oO=OWwL`S?6b)ogdZ#j_0nDJ6iNsooIeAmip`m6l_L zRKYflY)`{!m7f827S#_Zcq-t4>XSj1oC$P}W)*>(EN`y80<_Y~Wm67Xlc!EPt0TgY z-Szi3dZ$9VC;_o_QyfAMc9r*P28#p-wkw|Uz#tu$i)rA&0s^1stdXNM{YW!OuPr{2 zV!A50rr?$f@c}+?cm1i?yf~`a>PgppNcG;Vy?G0N9zF;eV1du=9VDre4r|)# z)+|>UPuDQu{@^sy3&=zTdCqs5?16ynZ7;&c<3(Y#OVjCUCy2e2u1jzWSa~u~V?=^u zR4VKzvS`kGw=+L-=TGALmuEHR$*Uy0?ZlHNl=s_tp#F&5Po?h*rF+bv&xMxf|F%9X zuMGpeavnDWHYYaw7dHX|X1f|#`Cde9oYeY&krVwn zQo=KF7P}P%V4#d&#Q+135;$#&wU3R>&{Sz4zC7zIlA%{u+so7S)e0s5{4(8cA*=w+ zbWF%O-}>)!QAI!wZU2bfwHN{1=KHHwKqoXJ6x!-yPBV3rzdT8P)U2 zb^rn>Ui};;o9SnaLdiDR_?2YOqX1eZQca)@tUnD1rra{8_gn&Rm~AfS&urR=yPp7t}YzWNCmX_mwHfL^VDlyE6fMKC4ukA z0^)UR{mDKtPo(3?cdiv=5WIZ|9o7ajByLNb9OnUUS)Ox+A>gav(1J(HB`bFv%wDMk z2P54^tM##<#iI7V1CGD+FJbJlM}{A8QNZyB0DrFb$gjG+Gq%yV=r;&gNk=iW%F1R2djF;)2-j^`L|iPvXxqSGK@qn3A~N;sESMPS z##&gI{Pud=NGZJ(aYjHB6!#zWKmcv@Ku6uj0$&PQnpAk?7f8&Dztr?~^OqS2CE?}6 z9@D@|0@zQCJ{FtVz9d$TMg@Z|fIn_!yY32ovZmtoTw{Hayo;Nhch5KAL6>-Y-%*{P z!|XA2zvhMQI92~W6YuGTw}TFaG+<3<=GC6j?UYG0lm^#OkbNp~Kc`?0m8+oz1$S~K zfcm6nE`w%$AtRrVECr874J!|z(hIl6o3+|}_IQDaAY23X?vk?FYdF2Y2oe{5hby0w zs9avb|4mSkrNfa>_Gdcy)vv8@I3_5vm31Y6rizacjYMO@g^NEpQWAb1L5CiJKmPVB zz=K(W`7Q3wJUe84>AEpffWwyN^!zoP578S5&yC4GkCS^qNan=;>EF1LC+IuvG-2Ry zSO6Q`t7@l3#tpB(+l6Zrh$u$%rr@CGeRIw?p9MV z9(cZ6QuoK$=5@6JNd9O}y}EliJ@GiIyIU?^II2~69h^@UZoDtp|91WB-cW!_&gwv& zv+UZDx{E}cRKga+3bSRJXl_JCnD4 z1y~Uo-quL}2UYL|{RP;OjEA}mz7UpUvI==H9C)sm8cPy3{)Mi_tjU~`j)OHWm$$1> z>TbkYJaq(fl&R#JoBAiW`7sq`dMWRTLHRS)3`x7B!k`>@= zj=rNf6ga1QQ^_Sq>@aFj3B+%%6O89MnosnQT?K0e!ROT_N*$aA)e4|w>TD4Foix2b zYz0CG_lD^mXq^{097l86b@x8-J=gvacTm=yOf?7CZLrX+9|H zC+m>FUs9KF(Q?_nrDBp$cP6HibryF%;mJ@veDD9b3E{e@F=1WDpZmd)$rTiq&Y-wD zoVmJG1B`j!K^aAKVufXmh!NT@w>t;NPkhwuhf{QM+1Km-rZU?@xBCk>+xJ?a=e=yl zc3L_8inIlTXz#drjDNp`cH=HUrIUdBY1v6h?|e?Sqky)m$OF2DkaRD65OD zrg*+{6X_B-^S>Hq(0S8AmDHirH=U%NE*GaWP~Bc}JvXG)1c1YEV@9dkIFaKJlImwX ziEf~}iG9f8da_gApg^7AS_q^R`#%R@Jux5rZrjJ7&bwXBhRGFDK!rG6N3!u91c9Bk z&m))at{}HK03|97E<_} zUjcoCr~bF&k?!8Z>@P)SDi^X{?){|RI#U%-)g)L3014$&cafGl!#JQFum*JK1MBph zU>7InMYPo?1=SZv6OY@7Yh{e{OnSm{H%O~gE~ZjF%Ub_8W3>3;Ejak-!k0e7mXXhT zCUcoSNq6#IcZN%@omd`k-R1e!*sI~}{*n>h*pVt@*l%ZD07isgEK|)cTsW*!x(Pg5 zh=GiG7rK{QgY41$hv0Wkt4Xe%6%Z-kzWC7@p;-+nI3K%us|VO~$V?lzbN5J>&yk*N z^U+vh-M*ywdKJ8Mi{N>tiXv!q!3#FSY%B2ux93{&Q0oL}{{EH0?r@i!K8`V)3O$5k8jYJnFEMh7eXkK5Gh z+}*q=p3YXdUY?n(M&5!3DTi8rYte;Xs7X+FSZ+&O`fRYEXD0h7xM@RMDq$M-OV zfTZC{?q5FNt3ix?LXP}Uh17Z40E-zQmu|Bc1eyCL9@}S?m!DaUq-F!vQrtaX66zO_2W`dPt-=5@LUIn`&yb`9l_Jf*(=vcXQHH1$ zT5!_C^$TN@eBSivnz3mk*3gJE`V*+$(10Guy~&C;@!JyB=5=*bCW5+=!n8893#mw) zDTZ%Fo}m_9nfqU;FE8^~|7n9D_zGB4Wn$#zy?xu0TAVlWk%!_cY#Ngjb1Qze&0;o*$k#aoUfNjwJC6 zpl?}PWmZXKf$YWHj9kWD0n3FL6BXL@KR*A!UtVb zh97Q|QWHNNedDwXg%_Mh6o0?n<#T`cF4t~h+k0k$i!-1`gNzU@HZlXcn<$9g;(c9f z2ZqejdO<-tXO%@M6d1n$>*s*6T9Dmqe%_?U@kI~a*+wRz(ZKZ3qI^ZY|7)K;zfvmX z8{SWeUhL2TEh@GLB`-f5oTY?}8)} z!BhH3b+35&WZg}*qWMiqr-3_xb1W9OZrgS^PHN+;r_j9*a4fR0_k9zFLHxx)R;Z2P zsE4zF|1g%*IuZi|Tj#6Krf+YgrW^W)13 zv=vc9mb_P>z#LaH%Lk?lwzs=>+JM>#q2ri>k#Pf7(vNA6D>uv0{D}WupYC@6$dWZq1y_ZN zRyNm%i?Am`hD$lur%U3rh;^~9cZDLi^QZA6)Cop2ktrDU}Zn$8#tlix^1Vio&XWCctr!+EH= z>oK*hCn%d+b-sb_jm^69^VNxCgV)#1YKXkIfL>$Swy+9_X=r(!Wg|$$cEQ)$8bW`C zW6%!*rPI%DFa_Uuw@36XK6iH?etar|{9%~;c+%GXM})(}<*z3$%ZPUV&>3BHzC|kSqt0W(i%tE7gWx60& zQvpK)gP@(^K>XJ6QZ_+AM}Rpi6-2SUImUTJddi7sg@@J3Y-i|}eM^|*;(pjvgQb>Q zaX{_x0UzXbvlTvrdj6|3kYp$W7h4P@19j}dUmn^RD}uj;nbZl&DvLFVg%S8)ume?|g zEN7WGBR*5$9Lt&%iRiUZH&YXvJOI)}NN~ZOFOm?IhwbsZ90llpS_RzjwPEO7(v_pn zUP=JmUEZ*&HXG*z2UZn2>x=N2J6pHRN~b#pMCma+OguI=L_CmDtS^ywZ## zKL`@C_|;suiWO`U%sIyo;^|k%2Jm~%rd}%?c&)3u9OjL?9Ot$eUAG?#Fbt?46l^F; zJ8yBAZLC8d`-t`#@!-MjPWymaA0Tj>rBrZQK4ChNt2610@zj^8Uqnf?ug~ACj}<3x zqr$`@{1_C;^Nf{QTOipVJlS1vl=ac&+wW$pK!2)Ht-WU1Al9GijJJAUS|+4x)PJSt z=get}C@8kWSqejlP(+a=Px8HVsvMp}9#s%o#SHxlJhu>J64_A-;Ccw9mXCsUQDB>s zMW|nfhoG6m0Xp$9jg0v(#Vn4H1+UzRZ)WMB=C_=#=Kg9kVR838fu8H*G^VeOk6cgu z{BWpmd*}Pc6Yx&~pR|(6AZub&0}|ZZ-fcT?KkYnZEi8VQ|A7xV<>?2MJt2RE`)tMm zr50mfLBFBhXT*1l$O!T&Smk`V!lCG*CQ{65hkAF}$DBSg%8FaBa?K(`>2>(K?+o$E z46{u-&GZ5<8W6*#lt=d|; zvZ|GGW^cHjAxy>z*MC*l)l;fY;Q6x2l0lJu?z#4q z{`)ajN1ydKl?=+$)AYZ`9E8qLC_CYHK`CvV(O>KSwJNWPGkBnQFFJ?QY44?uO$%NO zucOt;)|-QI2LyUyzd#M2tBBcETeEiN}`l7@bPW^KCI`$UGIYM%zPJ1PQP>w|KA zUvfg<&ipbgldbU;LV75QI^xG*$P^~qz;uAya$dID_$&L}76K$z5mAQE`ttxO3R>kmvOLu>rdJ(>yf8==4g0kc;AcdC*Zl|c4xQvTJ zgo&^(6QgFaZ*FIi83t&Izm%NZyaF=rHtYLUg&@x{2fnM@%5CMVb={}1+vLU_0Vo(e zl`C>)3uys79zVv^Zfj{vmC*e?^}Wi3Nldxh##$(z0^_FtxVirp6hFZU!trALA%?%_ z7o|jk)$5CLYE1>F?F7WfEd+NU8U}(f@is*VL;Fhi54>nT?94D~y<6_@Gx-)?l3j2; z5vBaMXCre%Z1f35E`jpOTi1?VN=Pf5TV<`xPppE;4LkdI`72PJ>^)>@lm=Z*`}$i* z@6`}>Jpi_YI&vXMAkenT1zQo5x$(Ob$W9WVtt0s8 z@m{EBP|p3Z`Lvf+2-E_wG7jA8NEn9FoG}dP zo+v?I?ROBoSJrd}Kmk7h6rnb|4O(~~T?Cq8lT zWTF3a8nwxA=spC4|3JZhV^p!f$y_FuLlz(_Z^-sL3))ENJ?dPBeSuUc5^Lc#sp$8|Z2)rC7KI#Fr~Uu6ZbA$>@~HIVj| zHvXdV-S>E>rD)$X2+que_`yX8DZgh6x~Y+{WX(d3Ffm9i6d;InYBX7~eL+31akqW> zV!tO8EpNsQS!|!-yGEC+NDuc+ns@Bg9Uf;sxi#}3GV_~5&S-sy&WR#3)M?7dBX4l8 zPHo$KH|DTFIHAgT5AIj^5F(QX@#CfEDo+>LZV8$ttb_ADsvsPsAWWzhI= z=j2srLfsB@L4lBTq?he?s;4yz{AHx$xeq~Ia)pS`Vi_f={h;FGTiBpSQ3fCkLSma{ zthv~({Sn~CRe<&!g?H^vuTtM%a~hQ3mga!|kP(lCke$ed)d{GKJAE)DRnB{N<~8|j z)vpLrZ&`zJW=ho^NOYE5(O;|nsZ)iQRnGHhtkgzu(|&_>9v)7Q{6G=ZX0>BL=V}_W zo?9gcQo;VUq5H&l`q6e0zX7Q@+De|(0bm#(?*#7zV4K7{rO~Noe*?2abh@hk;T+^X zguLt7MeOE-G;Y9YVQKBW4Fr&gj)0)zu6qXRcBq@2IFsVESAcGHTOmuNU$zMf*g2XF zxF4P2&?iyGn@FiZCPaf}ov;f1w42Q(!(uF3%%IR}NmcOTAo-CzdK$C&RAt1`jNp3o zJU9tpFk_DIcB^t@jk3tu`Zr@5Q2#)_45%*|Ww^Uy=_^ssxH3MiiIL36!du*(Z=VSu zC(x(cL^yXnbwXu!*S$FZ^^A_}0&yNK&jxgWjh&CDu7|NWEXSLP^s6^p7{cdKNI6Hh z-v=>GYpmTO+^&ULmA<2J)tYv41t6ukwZlm9_6TpJzt))P#R|M$h~^i{iwQWRFhub$ z?kViMma8G_cLF6w)>9OdpLu3u3S`Sv&)-t%@S-?(+Z#0uYPsO^Evxx5Oblv%sljKY zFQ{>e<{BRC7IrS$)n#aI0}y=Js%jIzh?_K*M)z6Zcdrpa@*eGbF`W?i?7YEh#a8y4 zBkq3>2YPy4Q-%5Offw4Oqb!8a=}ofrqj&9kEuml*VQ`nu4e^}s^mK0@pUz$2qWbLg z*Zhx=GwS*2azYF%m4kxIwr{tTU)iKD7R8G#(Z0^oH&xyI$CJtM7QR7-S3ao%Nf6&~g?4I5I)hw;|~1g>g;0d}k9DjS7<&(6|=l(JZqf4*Ssx zpGX3ky*2f^3C)I0R3yzQ-Wo78dEf_v{(MbfYzyWUxf9>gZsVLFzReS>&|B#~=&D{^=_{pOU}spo(fI zx1+JW zHh^#+g2;l%%De$E@^R3*$3u~VfP{i=Y7qQu(W|UUh(KlD>XbsUW21=0mH#RL#ZB(R zh)>-|Mi1svi_y^R8QIM9l1e=LXm1{G4?y-hDV7PsmI+XnBL<&rOE zw_CMT#7iW6zyWn~-hH#$u)HC6cuel2>~B?sByv8Z0kvP29%7X6QesEotAZFs56eL3z_a1t2V2n=v`Y`) z3OOLSUny7i*E)(tMWQj7W?0)X4&2C%epO}-pt&C6Z#x^e@uN%A1a<)h&mIW(>Ixe4O>hKvxW)@)B87Ld8#%X-z^eb&g#WEZ?eo>SnC?oEv%IdMe;x0yOAlyzgzL996BkwMd8fn$ zD26idDyX(o1lzqRFJaHXu(}h)Z0{B^G11&|OCLr9meWG7>ff$|%ncz^H767FsN_MR z1_k+^Qi>Nv>(#@<;*h6-RXhNJ1`Je1_|@kFnBb}Ja%T#am@IgX3^nAambK%~uCbds z?Jtq}Gu86@S-~oW&}~25IRA?Y2}8XQxv~vJLAmbHm9(BC`2J*QzICbz!-eU)%KQ6} zhzFi^_>xgmCc>D8FUm&7wzQpLSY~}whRce-U*Y2-dV*Sf(%WSs4U9fzspfq1og#nz zc7MaV2F5UY*bMclAUS02+({2RFVgNF{ z#lxig``eIHo?X)-WsKo!*?9JFT$<~x2YYPQs0Vd&++KHcOQDwwbJbP_4U*D{<4$2~ z=`tMmhQq0x&QpGFou4VN`CKJy0u?c@vziQSiP;WQ6*oI~xjtj&VP z{UX1DnGx(e0Vi^6M?s>thU0#! z11|Nm9&adQp2LemDY;MeW9-|y8M$&fo@3)x>#n;Y8cv(Zfa9_zkj}LME1H;o|3A?# z(G(^4oHeL-o%RSm1f!}Srn~B25W*YHHPtFotHjgl{(W;s&3uaMjexQr;-kKBD_8Ba z4cJK+k^S3?M0cNJ0+Hxuq_4jTU?d9aPcop4@*0U={8!rzla}WTiqIT+3FRfq8M!um z=sPuOoegV20FEwd&*pt7eCV9Q`Alj?Hdr@5RuQKrj}LjR^RfVzY29=my?EB{8bk#z zvOv6#NEJCYV7&zM&N^MCU|dQ|#3J8n4|eYQIRFe{Be()cH3QTG8-=|aVmx{4A{L-L zWhfHS|3lFt#BrS{-BxuVIFvh^<2Y{u!GsOJs}5mmXc3KABf;9E-N=eEioO&oJ1f*;llX z$3hPdwf5`@N4F=BFQnJ(iA08}qFyk;Y2bY3<}|FRkhb{tNdS6iBJDT^%XX~@aEdpZ z$9Bofn+jGWa6Wu0m|9Qc*sbIzbVj1V@?{J0KmoS~ za;Hf=vbhE<4Swd{_}=wEQo+E#{3y54jDH&tH+Zzqb2{(e z_dln@>viAHam~l$aqaK(QtNkI_#7Jd$?;W!m18`moA9^EfY;&7>(Pd~F+bw%jBtSr ztKU|D$j4kbM|D`pK>fiSV!)+_eaLt9&)>9|w1ss&NmOv%0u=mqky`!exi`4k6TCcv#3j}2YOA<`}^^FjvqxMSj`8qJ&W$sXjv!Q<&M#ox(3aq z299swlU-ix(>u4e<`u-p&-C>xXC}NdgO1GVODB>q$18&VIj%0+o~!7#plMU^p!?{K zFIvR~#_-^EDg7R!R?N+p`&YKS5jmBLDb92Xk|j5bezvNY1JHqx@G>nVu(DV`m$|Ah zFN!5OT*Gf$-fj4*eoGXm@oYKj|IzFC`&|IQ{C0bYou5p-SA8aKH+?XqCeNLbe!=Qi&hD&xuQd`e0YnuHS zud^KBt|ZO;Mn!Gb@QOLq_o~7Aw5s1iJ}*j!Io;iJ?TahbyUK)-iQ>a>BbK&|kgWyE zG#wjE!oFzsKB*n74|e9_9pi^PhY}JaI=TR${K5+19e3-8y3w z;56dF<}v!-W#8G>+~8>CLbiaF>1L_D;_1u|wIQ7l&VM3~qo2I&@bXz)B!scTm>ItF zUjFgJqbg{9Cym1{>@$N@%9GOsZujfa4)P~L`tDiH2T0d937Y>1=686aoidqD%<`g! zjL!Z0gSD?sOKl^H{qiO8z3)7n3a_T)S|)6NWB!fWw}sMrP|}9CWmuCy%al5Dh5jBy z&HSzBUS{`ZGmhCmw)eAMCxaZG82H3weZjkslY=Sp_jk2uM=eQZHS?jAFc*MsE=B-^P$E+=3ULq$r}1u!2NRjzf3dVnYrJmCUb4|^s;-&(`f+c=g6JvR)G{`%%7Y%M0w0Es zWlJ4VHg_u~11$Xwje~eP%>9=-GN8IZf5B_jcH1&)C1YdDeaxhAK#+^fJx=Y#srmbb zILGzB8C46rassw(W)z> za?~w0r-+SK-72P>?{9{lQ&;Ym2$%Y(zHHua=~(#J*6>=k;XkDnujj0ZeD7SfYcIyA zdW4jS{#8iE%CT7F=}{`g2WaP_x>)C^p=6YA9Teu9EvJpPHm;2nI2e_*Dr3qd0*SGt z_2lw$ZE+0oxbz_VQ4V`e5lQ;ka8l* zJ!-$|^A?Xrt7Kfokcdx_i9x?DU7;4K75dXb&RsPThoep=?1Dr>T>#xj?HJAc=?iXh z4x9P=m?hZi)DMM>(2UwXE^WrQw%hW|-zp^bi&^esE*xRW&T;>4=76etof$KD&gPEJ zNOC>P%-Yg*LsWKFHbaRjTnT6>$bcqUW`gmdc8Od=f#S8Ik7M_z8bmK9q)peb+*f=) z!lGTpbA$Er(SbjS%1#X^DFfuuiDO{iV^ONJfR4q_EIY>SXFEhgHg-U0_qkfH%B(?YWFu|=AR|V zla73uyeHMn%_WsZA)v|JMp0F{LOz(>Ct(oS3#~| zRs_U%m|oAV=@jK+>5f>_UIkaI*Y}Nd4B6tR9zT}KUKN$fRu3;&em`_kmK4>at(``- zGx?0qK&+*MbVQ4?eb15&kreLFp!)zdnmdF$H`MRL+BHEAi(w8K5%W$i_s(3u57uhb zP;0XIzG$3Y6{IF%tAYLIjnmiXk;XSUk8h(F4?NXdxn!K<_dbC#BR;vlB-ypU+PZ{s z7|HMUZ7d{4%R||yv=v5uP_3d&w0F3Y4J6yr7HVs?xg=OBSH9F}xdtB~>j4?SIA8w< zW5b*~=%FTk_i?i{ue(Z)oPShOt|1l0e*H|Sto5zY0nt6$^5r5^9XzVD(^kHWN2Wzc z8@1bi{EOk;-ruE1z2sT*?*|P<4MgW?L~JXRf4x{JdiPqbR!P7K6la3Sb&>IfEQd#! zM#dE3acW;kz#3iVxwPtCbj(OUI{#kJso?nEaU$Y5b^QKtH3RDET-%I1ba+m$gWawt zX_u7a5o=LCOFx35vmaWz&X?vhGz)WoHn>MTvZ{(x|BqhT-;tl}b4Xd}@8q3oIxd4j zlzA1iYAbW7vk7zS#LCB-UAN8AhOyHcVkf+MK|dn;qgtp-b#2-{ixGiX6u*6p+LPM{ zr2kdr>}G(co_8DLx&PZ!voq$qrK)Y6BpEXZ4pJKHHGiURloH?aCJ+s_;TGubn3s6K zG>~EwU9PEfg^m|E%mx_UwfZj|*|(!5KY@~ZC-I&suWB&Bw2l@EyscQ`s&yfeXVkK6 zNA_){!UZL+8?OxnRa$Y(GhXg%D&a~Q3&MYMm$ym$=dsWU;@XXL?LrkD-XJLOUt*f7FIr{D3WBIBox#`JZ?B`=@55Niu+B z!J&nqLCYmtZFyc4UWHAIX!ySCvsQ}8SCIb>y<-NkMki;d!c`o539tz-i8Pi0G? z#61A_%Xw&u;g?Y}oQyHK#vEBSF?`p|`_gI*40B_2qp( zxRO^i%jiG%*ujMilCT{CRUrS_cc{mfK*$J{aqoo|dm%%~Z^!!oWPt|KiGZ-Ff3M!3 zrF*4-@|{|IZ2bApvgt-dWKQo7-Z_geRmNg4s~tqB`2_dZ3Nj?M4BhRR|8)X{PN98z z#9(agZ;tfc{?`lq_CM(FgG?6veVcy}5C0@y$WMkh6P?$M-n5G}8ni`SqstyCGVQs6 z{YH3XV{6+q^67-f?v=G1t;&+VJRR1ec8g@1(mp)0C&a8DmI+luj^8WvG$bb99*Qdc zk7ugGD6*_Bjgj1q4KKcYQ7Bm{i$B|TMyk8ShRHOhvM-F`MdJw!G_kktS_YcWN2Fsm z(N5y8;CdZP&rpfLh8dtg|M-6&9*(}y5RvMedym|qoIi!ZqEXU@!?%=gEl~Qnblj!& zvSg&L=fSqIYO!{;i^Hf*lN#_i8w|JOB6)0*l``dNO%9qUJqLwPQ-n=Ob^SXA^kQcM zD-z{ydj0Ajuhr~Z2Q7aKXdje+jN{`T9R;kj7mguXabm@eu=ZL4T>^7wWfoflu&OkEwk3^E~#89cv3D_fC&ZsYsE53mKF1t&4vn65t>Qn>wNM*)=3`L z?-`2UyWh;?-`^)&gX)JvL23}>v{F9%&Ha;#j(f2?5a+HB>pb|#$>q9f9s@Z4A3v4~ zJF@Rauv}jVCgX0u9ZVjTzXvN_1ZdPDB^9mk{8*AdPDKDK92hsI-_5nG0Scg0DjBLP z-$&?F*qJ_Cj-Y_v$NafSK(Zq3z0La5l!JhDSE!Il3kdN5JZq7F`_3SAf*ve6w_Yi2 zd&4~BjnuYJ;a-TAsw0JnTO+pO<(xT$K;c(p4X^FW&@v6ew=1S{^#t;KEg#K*`W)wcq^Xam5KUB6(WLktn1D)lRG*m=K172R~Af6U}pdA6*Sj zvoApoaCU$;(~R(5f4#JqCtA(U0+U98!G~I`dy<@%qk{_rd6X$edyErq>ryv|zd`5k z)O1zTPy+z)jVqW`=X;2+s2h-3RoPg(xh@w+AWd>*ASCj{e2_B+Mv3zUV}YjI1;pk6 zlMo)Z%TZ{Gs$~H1!~yQOUc#44`Jdt&u{B z`KTPR4_BTJxPF^W@WdI90LZV|T6`{`wck7Jf@aqsKr?-|4xw|H4T2CQJ<@zbfG{=# zD3x{m){FUNQCuOpI+**7aH!x9Ut_2jOAn0HYeT+^B5<01jdt>b( zg>~J@DVJQbi=y2a)x^(Lx%?Y1+)b#6D=p$eq6qQlysE-<5Zv zyi0&WRZvhMIildYuM?3C3Jx&bXV3ZeMiXNs~6V&)+#o4nh~`ydu-)PP@ycxV)R~f`@Kq zUCE-cmwSb&N*?mgu$F&*PDRD3lmgB)W+jnTye{k@*s5~5gsL#m`}rOst~Mfq%Wu$f z!Wx|Hsd|!w9fO{zaqR+k6SWO1B?^RT?f81ZG-7LMsK>6_Mzmf5EUHc6CZNFmd!jq5 zD5=i!zw~W+Mv_Z*PLrF+%^I*D(cY-jVORCv( zLMd7#l5Re{g+g}i-{#>JA(T18II>|#+c)||!Y>PZJ!Lg602C|fB(AP3?g1kCbX;ksH}xo2@6_u`JI)nXn+PecAsX@2 zm0*2~J&i^p_&_gCA4$ zzA$gvX|vlJbJXDAX~@gc4N{Q4{tgiLldRIbar4WxV|SiE3gO>WeV$s*x&r`Kd~fRK z#Q{d0%`$ZnBbLs!mUER4*)0L=Z7G)@hqAqA3w{tyO?uBTGtF__*?7b_!5v?@7O)Ro z&}Z;9Jbl3_aejZ&n;Ku4{W$A8w$!F*%~a1``iH~mibu06ec8RVVEMLz84~N(H`@lS zwu<)(Ph@p`CVt3(nTQ_q0l< z7jHrDhgTdMEyIb6tH8A*u`{A@nM=}(8ND3lH3x`E88wSfZy%R{u8VFp$|nwTp@Qyw zy+-RdDUK`8KuC1phW`R80JMiojIJ5*@?S?mn(L6$5 zu*+?%jPVUdplHISFk`J+yO~e4Jp1%oJG!^GJoeqt`Q;hg9~fET--Vm97jJ7z#MT7@ zaK3SaWD`g?SiHj{#byx>#G2gr&Krjh4?<+$`M) zU){lY!nxrW=!d45761_oZMHEKfdf@^Tf#oP!OS>CO?v-^Ygwt&R&E!UW7Z?A zLu}cf!6>W59ZL;-?_PrOvVYvVp%7GL*w-%EVnVf?`()5+?$y^y2ivohG5oG2h?Sqe zy)pd_HYo>$Bkl|o;(-^XXGOszS1mDDv#!uEeoSWDlb75DfcuAt)X4g@r9-|=dG ze0q}qKsmfm4iVZKx=m*B()q=!bt%=u*_V)=!x9t^IM1 z<0Q%xwyjqz-Ugg40qrRN){W9sAv8n7`GGv0(5Tj8vg@`6s;s3LhELB6xH+j>G*LKm zph?bK-AV;qNd1I080E&KGaEyedq2MR1Kd47E~a^7bJSs4pjGHHrgESLVPaZcAdhHc z)Z87TIkz_RFRH8tVo|E3_JKe87~XK`fGy}mKyu}YTTz_M9^yYU5eL%+r~ z!$+LLyn?zMfT?#nlrp35y2$yDgYB@oX4KYPv#zJtxg9>C-#_+l$414G;wN;LE|C(m z?@g|Jo;H7JS#x|i<{|t(?q>QDmd$Fsy<=F`6xc*cyZDMp^utL$yE!;8_E^O8E(`1e zzF2qXZ-F#JwoHP6uyp_*TB@02J(VR%2l{7Gp#(lnWs>3^Yg7+w-`X4kX`YKy``pg9 zReTm>TpUmRD_sj9UlGpt#R|5z-^iw-+rLtoER=4bR?c3{Us_vrgK7FvW!ihw^oN-C zp~OlIc>_V-sA6-)U56ANcfzkU=Mlu^YLw=Fm|$H%uLd9iM(~IKPGva7r zpPuJ|t|BKk4t(O6Y0xe|_|X{evXDuYx&f^8>F84(5_HuN0*!p2OE5MSr<1dRuL5BoauNuIGk-RDjL^%-S?KbuS#_0YyF{=fXGg~~t z0y}e)huFmf_6LBbEC$&YmfDyUt?R@Ar{otNh*cz;<6~mVs)2X~163hdx%p_{#l1ER z%!i$`&kaO9CuUI`5qtWDB#vqcIvo(GAy=~J-UOEr73wjb z_v-2*EOF1|*Y3NlXpXr=MLz8l0zI%OJymLsxH)`s|UY9(w&xbcEJEX`Db z9RVV7hE~r&HHo+qmA){{G1d<&vRebhn?<=(DPkcw4k;I}V*+)b?+*8vokCAO6)+l^ zWP!})n}+#g)V%N`{>$xan9Vk+psDl5hq`w@JIPiP@alyzk~^b-3{;pc@TOKI99%dp zZs6j22lvv)hB1ecj}WAv>vaMJTYWTf1f_R_5-p1nPno0kN$4lai=1bX0QYB|Fs-nlp9WRD=zg)71D-}z zqR#LaOHQa(unFCS@I!~V+UdAVxXAic;wZcka`W0qD*ak2f{Y&V$zw*Q4mZ@Agoe;AQI}PVSlf9fJdvOWccsO* z8-%u&Az{YgDh4IH5yJ?rm+2o7n78ml(ZhrNkG1i1BLVN797QPtMM=;HS5XViGYvVaM@+yrzlUeC_yub>YVmfxZ^{JO zC(Dnxl5%9;)Sp`9{*h1nyC38=icA+73m}EVhJ$KHJf0e%eZOm?IF8qz{ji;N%whxp z8swK)!V7C}3Vxv@)87rC4o3GpzqObi-H)5K;%|qhj|36ocPVmoK)WDuomH*keyZtK z&-<)pfPO}CG=Hl53%3ZuunwH-pF_#ju5L^(0i68880Y%W?@SgkuYz0`G%x&zpkQHu zd9#!42IjatUIT4}=5y+gP96aqFLxua>NlhzBzpG&=Rx`}zTWTm7C*y{ASyKcke6n* z1(HLOjog`Yhhg#jt}plgnnk}`^pMw@6@%RxWDYRR}l4#DaVdWx=5y3mvi8N#ITXB zjH;ZuWN7P5CX1j2Nn}S*^p8HtuL6S?A<8J%%bzK_tOHtD+US^Q_QStY-TFgjqBozc z$o9syb|t@wO!2~9@i(i@^-Ghz?^J6NfWvKB!Y-V#u{^?!uDrJReZGh8yvWFv2Pg62 zEs{URUhlbr6W`ZmJz`OcCSq!$-e`7)gq~T`e2gJBzZ*ql$ImP!8kbF4Qb%OC)p@>cM^IYW z%~JgGzMxH?l8Tx?4uz&t{MqKxI@9#HbEpdAPzR_tegtIAw)Y{FR-_8k}kJ$_tl zW>0B%KpYe*iPqi;zfp%3&r>!-X0~S2xQ9u4xO>m%m$yfP`Eojv!KAy$x&x1*KT9QV zZC%ZdY-hy50|blO<~n&axs!)!jRkh9UwtMg5&L&#QfMBj-)_|U#X|7@S%ivoa?&ap zNL~)_h*W-7mNuI12k8mw);*-ct1s>ub6-F;38gqOB~g%#f3QZ%GFQ)E>EO~|V9?5` zdAo>y{gF49rd-oFSZ!0xx-~ww@J(&gwQ!JuSY5KS2xl2#t!TZfmWC0eB?E=(Z?u!f zq1FTE?37o@srajm+Vr->k^2kgbOO$DMbv8$C?8p!w9o@q?aVY0q1XxR5!Y1{NR*&pSVfQxl_WLHBo5UY51 zGDPqoA9VMI5&OAu+G9UIVX1w@{Co&GnLg}T7=xFIY>K)(0U;%&FDS4svO z2s4%dJ$W#k5X7G|Nm2{`mFs{R{P@2*EwU%P-de4q4dO{b3E!)mCXp{*ORdB_Y95DI zFg#~vb7#^A*Zag{sHl!6*P}L(KX_`Ifl*6O^{H1u2K!v*3nAfC9&(9Z7q+idG_vvL zmX_Fq@uVGlwJSWPlPN8x!qFDM%e9|;QJ9b_$)DYHsbVp=1f*@E3XC#(LXlll0bf=& z>5U~hWR@&CWVo}nN;!IUk#{c)?IuM^h3gGVxe5=otW1Qfj-(c4QtOH`Q4YXDj-3p4 z#`>&#g3jC}0dF4+iw)Zeymy!br1(rJ;^fNlCSz2y5dH;`i$U zC9PQ7ztUtq02a$>FI~(*+0KAmv96BCEw82nQ5g5?a7(MGIyAX4lOw8@Aw{qPZa%h( z2NE0EX@-M4~B&Ib;NEzz2-X4T3 zNHmTDcZlkN2vp-5xS*PrZ#pjHnMJu@90z6}?fckRbM7<2DnE^v5ypaL^;QwgcnvzM zGP@M9r1wSCF2}oXs?|#H9x9ix_9 z=vyFm5@=IHPhxrSB!0z8*_1CwZ)kzSkGPom&6o)L1vh!wn7gHU(mkNP*(|ZBRnanP z0}Q@&8r4FhpfRWEAf(8JYA}gmmLahhhD?3@ob!9$yw^#k-PyZ zqQdFKT6WJ&%do16iP}*OA7ORpWBRy9s2>LL{IvSq_ zizHwtK<<$k?%fhL_KwK#LZ`6;5n2L6;-wxq{b`~fHykHVi+`r`dE4*^i-0|Djvgbl zdC% zr=C2=ek9j<0zMwX;;#j0)1{(ab>}ke&3MKSk@_7UYCC#T(t8cQ z7*l}f#;*C+!t^G%8`rv%^O90sM(x$Z=;=}w3Qqxok@c;Z0aLW8isVFg_m_6>45zxP z1VnbcC~~Fs1RsnwSLU zq)GJeQeWvColyKhKKq2190S0Ma)4+?gT9R1&cTd(JFE-3%&q0AhMtzp8XbVi8VP4aTeI@*|aaNMk3Jxk>h{uyH~_ni%0 z)g%a;$HAiGqe{>xz9kY2ZMeeJVw_9%wHUUwj*2g2;%2=Fgtgy@Q{x;4OlrGNo+h8{ z_>W0hXux$yKHjtD zhmPH>$6p|n>{kQApQm3O9!theN4rJMFno=s1>)4m2?#R1MKvtT4fCZeROSa$;=(+d zd}^@)IFV?MNpB(%$CsP&;+j^)DhSchp{meU`c+sE^%ds25^GuuTMtxhX6lwfc-+%6 zqE%jK+#yXh@IBsJNE?kq@=<~8yp@(AR4)79=r?I{r?}+4#g3I{Gl7EeM{JCg$&c6C zc^WM)H?0G|j?kdfmMQrp{?91EBZ1THJvR5KE_AF);Zn2zAYZ`EOF9wwiA9t9+a_kL zeZLxp8qLNql0gcekhIhQIZ>5hMi9#Q_~t2s*eF0vle}}rT*BUNvESl{XHQN7@Avhk zj#poA3#M7DC}R;@o)?g*i4NYaDBD@FXE3!OX4PK82|Dg6pYS>Z?(Nw{aV{uxr>Y3m z|FzSQdGT_u+RO0p@M(iylE`e6NNho&nYDg^9s5*iy)Wp68JIs7h*nn zv`ZK0TSe@Cgw(k2szd74M!Bx4c7>(hiPGZp=PNJUAMJhBP}MRG4!n}EL`thAkoy0NmC}TQlA{6 z0)KjdRmBDryMp?>UhTBFB`zi~dHCPkur$+(;aqwTMRf|rf$uBe=}QsG++62!C*{de zAbK}G=v%wAbLfNY-NtxVD9H|=qB9h>d=ek!lngV@q;V91qS3X6?-jW}X#4Di?WJ#g zeaj~F39bZ&x7_#Zm(@2e)B>xx;T>kS_~wOHvN4xf>?iQxBnIZK zF5}uy%&?2Od5JIK*IAOLAd$5s9XEtF6GrQP6lCcGdr4+R(j=e5ln`}cS`FR)?6)zv zpDrwe2+=3yk8&X;*TwPA&2fjA7Pg!N!%K$ykJeUo|I zJ4uRdP!*7J?%sK$lWFmSXn!qN*Xt1$@nsDP=GJBZWzgpTVzLY6w;`ljAz_$z;t}*e z=;mS-jq949QU5GWjL;{F2*xt<;V7mvd8!=;SZ zZzgq*cLF`bC7}17Db1}N>M8VZu%R7;jm5dKCe%~>)(~mi>fpI8oc3QRQ~jz>)he?jl+>&j-0{5aFc-L zv$%X3=RSHCgov!dIF##>`UMYns+{v=vVA0(!sRWAVk(A?KGpX zKDy{3vABv{eeN-jUau^ifo|Del5}a4+Gdq{+Xc7abN0+S4nu}r@7k#GG=$X7BSy@c zhqZcOWBZm@3dB_T&`G&b#$qyvE|~JvA<*i4r3p>`1h!XE0+pH6)ofS;K@B~9-<7=H zTS2?IK|0Lq4(`7D+UM}_ds4|HR*iHOh%?yAJ{>sooD*-W9PA2!)Nz|6ihwrl? z{i*b!Wa~L=5*eg;5+779jXUK+bE`cF<-VK}q_wNqfh*}4H6Ogl<8`58U3NY?C5qXu zw75V{)4oq>Dg=FgGm8qx-b52b)8=2l0USfKe?2H_KZiWMYsh0b(-Akj7>9@bNd zJ7{72w-dy|QtMYymAM`(MimoUzwW^AnvCTcKr>thT?*BFL3`%Kt03O^stFN=OSJ3` zKdfcz8G(F)XOZyCS7=oGD{+2~@@~Vdv>v0sp=Y=(mv#XSL-a03kA~g;MSt>pEf)~v zUH8S#itpoZa5$LEq@c%~rR-{O8l$O|@Ycv^PMTyC`9Vq2WI$Qo6YZ+!qYlGGtmvTu z--&P29+eNMYEIM!zAsI_43_Ptm&wAGVtQibhTZ8Rzsyb%M}YVZF1ydg_93Am3__t8HD1~yH2`!No_W%``i60t1+USb}s|RcvB~wG5$=8 zMay;rQNbEUpGV!FJpuWG;pkDhvq0FV6<^WFHx?I}D*)syD9PRL&oiLVwji^t z_I!F!qyY(Q-mFYz#fO*W_A6?$i8iY-oMz{4IE+|ukGQTn34W@ySbHkOc+$OJHq@70 zXl^*M1OEg2OGRjOoxdz{QrY7Rdg)l%02+1>GPg#zEEvRZ%Dzk$28*3M58Z2r>}(D| z3^-9e!#K3+OW4dZox6s;_@!WtUgP%bPgc|}aoxu15m9YYyCYvmc3SsMbIEFMAEeta zLzMg4er5FfkI@T`cQJV@pgA?IoPOcxm>*XoKFdLecGUP!uZJn*(TCxM5eAN)!8FQML4uBph&Y>iKz~gglfMV|l+t zy%4VSZ1gr0CIXEq&D-Yj%)*pFRIXoecD!lp7(A<$Np+T+P~I-?%QX4j0te>Sgogr6 zNSfoYm{WR6Et2q7*lYSSS&{oDCP8~)Cdz>ZCwsStSdM$5M|iFO;|wkl$wC5?S1TYn zJ-4dqNXxi;(<5+YuP0>RCeXvl0*ae!0SbazaY)0?5AElOvT_Xi%8z>f6fZT3!xsCH z4us)dAvHbCd}EJx<`sM4sI!D;lEf}cq?JZI*1tzaD7NI5d! zmz*-leD!_$mEWu12krsRi&)mL#N=_zn~%kaE!P5+oF!LE2Pq3uU;04@4Add+;|M#0EQtED}eoee?^#Az1U(Zj)iZq;`oU{K|;pOP{ybg&$ z``4EF2{=i*-WcBR4@R7(k5L!IkA5Z=8FF_lE1kZ6TC0LK>d{&@KNWi9S#Z~g>mAe} zj{o)dpS;>I6fL$7A0m$=;HHwmipg5MWPtEYs^;jz7}t27IXTbTveEbxDEV*n8DooV5j}#t)D*z`^0{PkO?isET^J^pb zvvTl$TLSx*X?P1IEP~2w!h(foFhN>R-rJ&;c+il_W!=)iJIt70m>T9X=a4PMlghnt?9Z< z{EZ=~Hygq*us2B}{$EsKipkNFav-RDQf=Dcv;TVuZ{oxFE#Ek&Pmebt?3k_ahx?+I zAmE-2TF^)$ZRXB+e79+l+3L?X?prhev5d!7jWDSWNftp}t!@1R5|^8eRTKjahPK1P z^q*gf5PJ7%`0DQQo%q*9lPDBY?vGaWPY5sOO47Cy&@(i+tj^6#nHkSUmO~aNlR+N! zxId^}>@{86?Zw-(1dL)v$@VGh&lc*JppD!34k;QScYAkhVzFVJvF$NX-)P77pk-|Y z=!vL(aI~9nXoi7M^`IBf!WGMvt2H3}jmihp4jyD1BN(`!4=dY^%4pzOww?Zpg0SgN zG~M67h1dci6SX|=;${y*V`tl)+PF2|U|!Cw!MbaktnDKACT1jcLCdU-)UN1Yf7f`a z4f=M-W57<7zyz{cRYZ7}jPrijGE6OT=n^HKQ9Xo7MjaQRtd8Vq!S>9@msBFK?l$d= z5D(7LIs5mugu_Np>SfsaatOEx_zn&bWM0M&USncdY=mVt1610hTAoM&&``Jd-2CkN zOYnKWK8l_Jc@u^_)TV!!!N-RN*^yL zLiPY7cv2r=<^YQ0?|ybUo9Tmvaa*M6HREMs$tO) zcEJ!xrxU!6h5QGQij0d;uWGP8y7njjn@RQC!KJrHK@4J^zOpr{#dO!ZH^WZTo&>aJ zysRa(M3-=dn*)Jq0}N>!grY`Ve$HK%^0yp>U;9*a;(i0C zCzhcd?0;4r6>B*7AFd8ry+mOpHYxE^r3nT`kVYsSCJlff2q|3d8^v-DiWq6 z5k_W5&Hw%|`cqyY;`wE85rmf>Ft=I=Ls4uA^0HEZ&d+4HG-7kBLaE^a^KaKg6M_c9 zh#UX&Lc;?_qCQ9C7zGjfZQf|;Azo^xu>ouS*+dXTxq3p8+RNW3ERhDWTKL*%!T-UX z_;m=qE)gPaw_=MCF1-+B3Kh~{(^DIb0>g?HMFW|4B)Qb>r{|yPlVBa~kk==q-p$iH zM0a#=j@RVaz`bMcgd0IFW({Lqh5%K_ z7JpboS$0%u!F@Y0fA$UaZ3%)C!GZ@)d>|}r0bMHxKxhv^vo>Cqt~3gP4M2JyUos3e zzMfoT+M@@QJ&!_!rJrK{+u*pPoAS?Xtf_+`4NFiTDFMq(OTGkylFql6nshY)0D!2y zDGKS7BMyfPW@)_Y%d1#;{i;>%xE4T|2JIG1g$RrP9}nq`hQl*?!W9zDo(p=A%XH_; z6n}$gn+@fn{QNOX124Dd&`q z&f3pc@%qM;_!Wi;0nU`%3zLWuweL5^*nt&YRd9;*M@Fu-r~6OVLkAtN6Q~y4*mZ0= zMUeyGW>MQOfaZP!s>{QG^k0JF6@r17b*+U!r39fLAru%(WKM5!PU$%BZv-TIOwczc ze8hglvprhY;}ZjSkr2bY;KSuKWad|nUZY?6h4KO!WVS_`D?2w}7c^=;s+R!~*`Fat zt&y+mH3nLr7$a0Xm%MzAf;ak0$OS-;9y`7}f9w{pc++GOEEUouF>s4vPHjI7X|Wzp zki8rLHRX0hu+7tkry7P=48cem3z(FN6LIy}>=Pp6+~3i5c>K4SN>s$MTOOwE{|c5UL?<95nF0v}G-e7GpH7{GSC-M;pKtb_8n1&k5JXwn$G z<~U}rf;Y$Jy17JN380kfB>>--fTw-52vi+&grsBFh{II)7L8a_7fNz30ae^a%3*?6 z@(aqL(Z3l#+@G>-=U%18jdsCZ`g|GzoK`EEeQnJVS&6N)pOvLr+|5nvw%1csP>sD*7pQLgFrs>%*RlY&@p6EGLsPoj=- zy@8UG6P?4CMrir|5Rv%jM1fDVhG5|xXhSvaf(aUixpiaaYuVX&a5e!IhjD>gEVu}V zf|sVZ>uG`F4Zy_wA9s(5tlrHi_dlNbIJcH$wr>A z)|fzzS~HmUz#Amohmm&ffaZgsWx(v$gB8E92@Om&a8&!R>o)-Y_2PG5kc{|(|3?fj zISFHsT5N8?9jlgtC>tIgcLWfr%h18iN4O9$wAqi`e#{$=PCs-WKN%6kBbD20s--kX zS^&s=7W|jMl@i+oiTlgHrzZb;_lLks?Gyl1^5h%a8HrmzElHrTkf7b7`W}R;=NiX{ zj{U+zp*sYTa3UHmS^)9}@$kNemS13GdI|K{Du>pbK@6Fjznchq`s|e!S*U6L+Oa_O z#Cvk9p+|>RXq(^%7#2yvS0MP?0|(0hkP%fd_nVsbEv4t49)wU>1Aw`UFPTq^@mtTl zOz4|L=?K9oA7T{xvekN^?rO5TR2V|xH0hNYovI}Oa+?}(nq`fjTqzNE7Lyzf`m8?# z35)sW(vUFS7oh4PXsbd1BB%ncAHn(;1#tyZ&b|)I1X_l-J49ofP(M0l0R?O;P`NFT zj^kB>+;!c?ciZauhv_cYMI;bmP)Hku^heia)f^~a2pLRmwmmKf!A0TP?eBcwgabYT zle(4>y9wO9o{~}9);i40hp{3AHpg_Co&_?y0%ieIttU2~4>-P}ty`vCT7ffe&0ZxqQVUtT>*BMfzfCX&9FH?n>}AsKaX zXYI=;0kF)2C*HFFgy+)}7;1wjFemjBnK0GdhFdyHgGg@uyct5z5MYl%?-Kg4r%6OZ z6U&ITZD9~T?ZAi~q~@|c6EOnf=7h>5+?JZ1ndB@1k{S9Mroxmia~BnwLUh7P)?vym zcDJ`S*g@f@@>+quBHj`tGbysSw-b}p3wf~v{DhGp?r{?t{_kM`6KY@Pol+B&z&_7L zg>EUXdN%6WlM+scrNL%WEEHJ;wms>8WxouO{QjKrVje9@-~t-?#_EJ%Q`{P`BG7RV zyTiRNn@+iA%LEvvV(24sPr1(yH{VHx5tv*~Yr5dw;x)p*Im4EFRd;tTa7rm}@FKHV z`az=4AdBE7L-WnqH&6xjor#v?I#K-|W_y=H7lIXz5*}BtJM%XO# z=Z4%!wLvz-aECW)iL?JO0$>tC4Xg)551dpL|Mk+lGO=c`<$tcWTjJWI! zg*mW6#c(WXmtRTuzrUh@hjc0*po*1!cTt{v2Sb=m5x!Z9Axe9!2Y`%a9-e6=GG6-=F{_PyKU ziT&|Gwm}aS{w*k<5f>sM*7VQejd&5HvIDeF)VS^KJ9*m(BNO$ciMTJgXEc%Xpr6-^ zWXFIzu%*hy`SPIsdJ~L1y`H6db-Rhm!m2s+qN&dn%;_10)8z$bCXwhW9H_V9XnX7N z6PhG5qqMyL3Ju=VN`!>+<+d}ggy~u&*8pr)E~N&PR&TxY(E1}*I9=oSO4dJfrC-@P zkawPw<^xn=@k>5@zI8bSVZ7Ea&XL>2x>(Ii)5ZDt8Os3-%QGAqUmGQYnp#kFlQmdva9IyQRoJ{+(K@O;x z@jUM&z|#w$nvbSL7@IuBPS|$#3g(g=RX|BraxEp=+4<@u9Lu;YKN%ZOzKXx@elM2t zD0_PU<%BbKPRin=K)>tqCsYgMH3tMK?wXD|Ud|I`Z~kmAKl0?9)@ok)m*~l8O0A|F zzp{)l8LvH5@z3c}+r2Z{N89xZlV+8KK2xmK=2u`Nl!@O-vA3{cI|JU&`o&bCA8RKY z2IdLtRIsU=F#WZ1D6C^4R=yuY1qqQ*?`FKvG=#%e0N!}SVcdC^?a4zFJVJvtq^iJ) z72hX3UTUS|3V6MSnT4n00JM>u@4>1x5yyrub?`D2Xav#S*7(W+T1(FdvAE9+(nH0W zhgmWhe$NIWZ)g z%M>bM-oc^+A2J4*)d@qVPm9gDr%kVKxx#3;(@_^VO7c*s6vrW{opev5!mOR!U-qWn zsOdLD1|jALYTrfkpvMYe7tf%dn}&tBhK(U2EQCVpEjpl2gr z&zRYwV95Ea4IHtdfw^=Q$`zB0wHN+I);be3w@8qGVpUqq&VKt;uWMUzx#$K|#bh*E z+v`dN3_6cAEou*?1(xnP6`;kg)ut0#D{vem_a%ZLs!siq`bp^Tjiz@;saPMkuUUoB zPr`}bp64pE)EwJ@&4j+-tBm(>CA1?a!)F+qFHy)_!>XEdZsT!@g5N_JHaR3l=}wpp zZ5+i=i#lA!PBtnJ7$a4=Y*adGdzWogR1Q@6Gt zKU=>uZ0p$pb^udHV)x#vVm{4MfyBA}^Vhlk4IowcHraOy zpQZ(?NkrN%8YL7KE+TpxvU2maaa(&1yLa3}B$qVh9L^f*h%0lnuR!Q>)?m2PrJC-t zOguU2Mjj>{?)KvQ0#riMr>rG8}ocWwO}eo$;S@o3NFm(ke9H495Y+z`}(j? zcd^?qC?ewxjHctv3Ylm1k@n|5W%0QOGQ*nFIOX;Qk8y=^arB=%mkds8O_a zeMalJzbtDymS-w6x_z zE&7KNru{H(L#OQ7d5H}%8gAdmX4kC7Z*Y^?P424EHxL~Pp4}I2Gt>;|XKHr493ns{y#)R+7ksEMBHxaJ~(TA%y)X*ju zcgxw`MOzUZTDJWGuRC|QwNFt`uNWvRaOX+J4|%(2ft3N zI13vnbs^b7Spif7rix-Rl(Jq1kzZ#oi|M=aWH-Av*765V@g3raN#9%W65H(@jjR2r z)(Rz%8I1L77kJY?(U;q|?>22LWaar40tN@2x4RK-hyXxZuLWZqhGqCGx4*<_Kux2k zzoVl?@CaJzC8$xXrZ7Qk>a$Y^cn7=>^Rlu)eggL$WUIKMWe2@-p>s<^`A0McnHWD}ae0jg)^glpF zEvk|37Kw)4nAiCjG|FAvAY>8ZtnH*6_b}0SvFa(HcF6FH_X2uCQPG(AkjA=?1j8Fj z*sZZmI>!!DmUl2+uzYdImrQCx#o^;PpsqU5nT!>2ey@f`oV0D)UR1b}(0mbTe6~u=YOx<6wRll?1Lu zD}}@uQXO0ub;vUUxc4`0E7DgDv_c0}GfS)m($IR8)62}VOB>cot68@LL0ix0rZg}+ z)e?EC_TJp17v6n6n-@>tL`rjp(<_L$q{}i0>=b@CX8K5Drk-d1&)RBt8lO3ll*fgSRl`=^1xH|*FWE)NiE7Ano$ep2 zdZkkfw$mjaM>Rx*5#F%}C4+q2g}YIT9iD-=#gf4bWc^--^M7X};N_SLR$mo|M0qk?eKy z40)6pUXpNvG4zglIQ@>b4V;(rBfzK|5v@o@k+p5g3njMWfuvN^3xCUG$L zQ}2NvN+G11Ze)gYH^cDiBj|lCV7IXTFtlD6Vtk%Bz7J{ImS5-hp1r~}GrymBu-k}$ zHxFLF0IME!Q$z5YnkP5TK|M!0(ngzuheJ0o#)kmw5pg(Uw5tg5-dWu53nKY}vCgy_ zj9Z~_O(@;W&oi14V8WC}RpYz9ovbN27b!I>tLHaP+E6NAW-&W38bt5fKw^ABY>|f| z;dfA_iv9pZa-zEk_E(Ogp~X$6d~M=j->&s1v;S{@#x$`^+t;;m@WsH(*{Z=T4oCaP=JE01m>Z zBfA&Zv4gl;h@gD)9*X-NB-qRs#KSI>0ZvORONm-@6U;LQdvRK1#k%nY?;mXzL3AyZ zsGfi8PeO!FH>&q+eN*{D@AwK+{H&Q0d2LCrOz~9=Q^2{dMGeCoHq*F0!IJn0(@=H? z#Zf<$2p;|qDfsN9HKnSD5nq&GVg+K*-=~FWkzM6lkL_TSVXU`ejF|KyLX}JE~qbu$$pq*`;U*9VyT-MnhaXX;EEw*mH z^a{Nnt>+D8@nb-s93bF&YY+m^Xn3QaC1{+sKe7JAS~I z`JLt?nsf8F=<`1`h#Lx-hViGT_}(l)LB9HCZ#KRDp+3{glN9ak(fdiKxC9-QG3;?Y8BW1&XjdQ|JAOl@5 z<2U^496Gy!ruO0UmfJ&o2R&O0z9V0+GRw3Bke@Y+e-*(qK!(uHiT*6_5-uR-;E!(s z$@;nKC$^l`-XOKPaJ9~0+POFdt~Bw$2CrNyVWjdICeD#PT}nJW`yRlZT+KE6-XMF} z6nNG{5mA`uCU_{r<$Lx(mk^oPA}p+QDl9dGq`^&6aS@kH(`7R<-QgwIL(u}i-0 zUIFncmg;*Tb5!%Z2OXGF!Tl~LqxcJeg_X!pY;MebW=3WvSSHU;t6@*@eJ|3vn8@LB z^@dSY;`}7QfF5QsMNZIlVDx6+8Z_qpGm#6vff73fJCZ}NGS(?>jo7A0v}D5+cXTJ+ zqgtoa#wE!2EgPQ7O^FGu}Y=u>_Zv*DC~sgXH(J}W%E+ypjFibTEPM$zXiUfCkYqPu}+wBjmp1* z_|pTUnS@+sP)9ggl=Elal5tc7XEJN7^A0I|P}+9LpSuKJFuL(p9?dvI{R$Z<~= zuW$SX#p9*w>Pj24>A6*HSM=S?<6hPjEW)9@?FHAeB|6_vPV;R6A{FI5q1ZX^24ZOm z?v_7L1644i`_}68FX*22{hIQ%io}DxW((=WfNg7NCB9kc?cFG z#cSLaS0Ggmkor9Qb5uX%|K?xASER!#($UYl(zHBd->XOqWf#etz|U@w^a8CBxJ4kxMTFWdhn`wUoY{I!~2cMR>X}nev=U z#B{==Hej~Dcu@GGK{-jnvR|d#5;h?v@1>BnEW)u2oNS^ zN4nvz84g0qGPHPlWE7!h{6O&3iL@;?35p>rE=0JRo_BK{5 z@*HQv5WIMraRp`?C!b}v2^gJyqt3Q2rTLy!TM6~lHLWF!iSX$h1M_~+)6UHfK>dli zl&0UfZMv4wuy+D9;z>Us`SzF()U*5-Uepf1d)celFTNI|j3>>2q>bVgn7L@cpdjqF zk;X*~>{ZQM!SiXl#%gN^6Oex9?sW@+vW^uurTd^CT{>;b;P+(2NE3BD(m2jq(!E_N zk@Xg^D_9YcPVl;7V)CKwDaslrZU1^{Ns#{@@`xp_B$azn!j1NPZwbQ`2T+Rq!yp^S z`blBS@|;??@r%la!f((0IuczZn<2|oTw7bfHqH$*$;Q&m0 z>r{x(d|H*@p~S8iobJX z>Q%X!{j(AeiXQy8ftT#hnBdmIdb$oI+l5b1UcSA9lr#^9VD8U|q7m^VK_AEY8NUJ8 zsKu_g)9e0H+i7q>*?9=4+yV$Z+unI0V;gO$64lGOH1Z7Yr4|Gjs4tRT=0 zHr5vbN#IWOzLn3JE% zoU4Yw|4yczcjy8k=3N{nKOc`QyVJKi?UffF-KfT3ce-jL73MRKv~+h#6KLg?PLiHC zcSIcU$|bj}b*+oUDBu<+Rp8t;%JPv2jwl?nP0JvUcWen0lme1NSfO%?)ydC->#vaM@}1I?Y$JpjXIPEYj#2*x%dab2RbV&csy(>V1(Q z44JpS2369+#LLQb5S%AjFXTdZ9^bmyUUpA*NHd`R@{iVTelgQ}#5`U2EtArp=_E$x;Lb zPE@S6;dr0!EZ}==uhVO`c-A!8+VZo~jIRfBODFCYe==-L_J8d?5Y23K#bu_cG&x0FQYU3@N5yQDY3>o?W9(TncO1oHRKn7>Iy= z%{oRAR?@6oN*X)GnfCNYT5tT~$X#PcYvI?EwqY`{vw;WsZG6ln`FhoOr1vJkfh|um zfD|LXxr}29MpoE^_j$Zcq?}6FDG5m(st>4T+|{=(@dZI+#3G<-p>q7pKth{@hILQr z7DNw5?Nz%-1-sX$PM;^DV3+O{6trP}6=&nCW7jF6Ux>IcHkl-2%*mF2i!rOQw`OE_ z5*U~U@pCYq;tJgQQ|>3BD!}%RLr{-vMBY19BDIQ4xwINe>1X!z@*rg2`RNN;@00Gs zF)yl?=X@_B+(ktkoa4c`Kqqf3lBhN13L!$Izi=&eGtpJRe5mBz0^sJ=LY!&7Xp}?C zrsa9>q1hc`@i2b>ZMfW#Tlj*cqj%#+v=noq=C_mH_doXRaE={|zC?_MJ+N|uj@_xF zeyj3wn+t!ftgausOT1m9ddIZvE~R3JVUpnQijycC#W|5O7+Yz4nd)|;Q;LKb?`1{7 zZ3=`aa@zHTVv#@ucqK6X4CJ)>THz_j#5|5PPcGAx+G; z#GlmFCDLF-?}fRh2!rc#yA>#3*VXD10N*c(KLZ^?8_xu8ESsTZuJrL!q?WXrL}{sI zAnNwd#{LFaJ*?sBgt727cq3st&uj`he~ICH2|j%vo11OByr3X_jzzChKt1yq_4|W$ zX;r)F4dBQ={m!_Lba#SHbmOdu!J^IHwp%yuPEKl3$jIiK0c8*ZxpsUx+kF{mp|}Yg z>k8JDIli_dm3ryf5?8e>WwVdHc7ZbHZ)i|L&$ zXHV2T{%VmOdv3#zeYP|wC9 z;d8Nz%yHYy8hij_f5IQTdobg_Li#4#0niAu4wBh{Wq2*o=R1NfXWQ!4N-=%97nhPu zzV?8kf|xn|peZGpwx=^I`BJF8C;$@IFK~%a%)Q|&QlW^fvT_^vyvZL#G>L%xCAXbi z5vbW?>2ruPCW{Bc5n_afX^2d@y~b9O_>~3c!Bpl!&!~nLS&WK1^TGq}5a- zxkyBwmK-1M;4oI>)p@zPV&hTk!8=EWB~`h-1HDV81jLucl)IR!l+#azP%BFdGTm*v zb&p+Kl;$pjgcCM#^fWcQfJ~S&DK1G@5`kA&T~)jDzL^%JtMo_UurM^Zv*R4U@zw0> zqRYmQg!e-8JA$D6xkr?`RQTMSP9#M@dS;@vD$r{$p^U5l1uhyv$fY=cpmvv0S!vEX zmn~OC?pN}!rtIo&?QQLBbrh35E$VkZClQ}IqL8=eA;i2ZL|8bcH{r2Q8EpQ2QsfvK z9@A;`G6zB4tZwyU%lFG-hIT)OoVu;TuD&4?NutV3m)p65nUP#&uUTY{-)Uo~EYus% zYpeQ2B3mDuK>BC;NZfY0lHWz;XwS3Q5;Ko(ho2JknzeD`pIOAka#)WAq{>aSt4S-- z)$P(P>XXMYQScj|97DH}q1rMRW04ZoL;i`KY6%9GT54-!mwm}{ZhzRn`4tMhSm082 zAhasB`s+S#BP(s360%LN=P;BJov2I-ONv>FD0h3a`m*3`<4Xm{D`PffT;|tol+;1Y zlRxzWdTp%YWXcR^K#Q_>r+(;A?pr$^MO+%v9%ynDzPReJ2HWpU9M;mc!n7F*|jFH9J813oxhn$gjTYaopV0- z1M!dq-agiQNzcJfYe>7959AMwnbNbtffZLrP=%f;_!Rc}Y?`;OJaQx4Uh5rFy-Ej; zGo?Af90aQnh*{EM9x`^Htr2?}pZ=%MrSNYeMOCj%9d5o8ph_}sMm*Sven_N8wa;SH z+3fAET2I-I?DG^R1{fQN;-6YTN3 zdzwkPE&fEqdU=!66IFw6fb;uxqq4!_wTakt+x-}N-VLhn_@V)3HB0a%{9-$L#WT7X z!3p26XXiwxrzRg7*5`;u?2)~945J02KRpTMpYL=|Zzj9Q6(J18$3Pi$Kx@yk`{J3( z@Rd^uu>mB_@(5xtB@cgHQw$uELEA6Qrlo?~K;nvjs1i$HW%6<#yfx!&*frUH=sjMR zn3od^YpygkN;Zg01md%#8b9+gJs8dnOd7SXEUb~bzd*BbcqyYu}L7R2I9lrbI`-QC= zn?3Q2gS+${P+g#?mVq1DSLL@>aV3*@dh;#Mj(pwK*!C20mr3?vNrvNoOM$w@-D< zJrl3v?blpWW#;JOr=Z1%<+c4*cPs1zb;KoIM{x3=7%Dci--cP9DX1chBbIHPD7mu4 zUu1|nv)c*JW;Re6rTft2;&RCsts0}u7FUuP>C|2e^@FT;~wY%1O3n0izpuU%6%ReYMm z&KyP>Uyl#xBs!TaM3GQ;A5F9V99O+mc1?vfz7L4^wKVvs3dhvlbS;F{+~Sl zD=z>uI7N150$Oz#>;=!>p%3n0jJT9tVc@*Oz$SkJwAH4sR=F#~K+ zmL4kK)knAET+U-_Vr8@*9H;;8!KVGsfkz$36o0SPJ>na!`IF*yO8w21{W&dl^|9%9 zXOCXE?=fmFU*9VW@Wv%>BpKBEN{+E{>Qi!+uBk}lxD+TWC(v?^<>28XRsbarH5;K{ z&Nl7Mjwe3LG*kzk&cIaCAXIS#Rwr8{jF_%#j?E0hG}IV4kwPjjZxHjpdCLbB+4PVP zHN{wj3~AR@t$AkC!ZHU93zy-JNXS1Ffd2hUix*B%GW5;MH%gLy%&faAD|Ckd&$9M- z4ik|mpml!obnDrkFs4M)M+27M``PYSL7k2Y=^fX~xNny2K|)LiamofKbZ{zN3XGP! z1d=nmbb$|;+b6I?f;Z7`>}+x_vZ5}YUV=_NSJ!GS9wBSsT+jP`V?0!AF0Zo&fbXLe)Lfd?Pp) zwnH;BU=naI!0MJpVNM8NIfyN`?0}LKg;72Jjh?d|5Hw@J(z)6n2Ic8P@v^J=3=5X#pOv#_pW`x zPr~C{{4`jc;4Awz6E~NqO0B-%QFSyTSn{WElBYJ4H`YHViwXVso(mJ(Q}HuxAWyh2 zmRIH|%_7*j0g`mz7T>o!FsW#a;0F(;@h<7Vo}b(kJTeKns10fm9MdK#;sKxFtg6+k z?oJO3oJ`F<=u)|Xj3xKVcl`w(%M1>dc7o`AX@OB$eH3DYwc2^MJ@;d|L?7J;X(Md< zaX(t^Eg(R~!YS>iI5`L-mI0Si-tcF>xu%)=g9d(A&6`3WIEPOMJ|GGF9VU>B@+T(1 zA6H^g;1fS_@^y##tml9tkDQn9dKToFFJT#p8-Ux^U#02dXLl0`)k}cL@lQgcQVd65 z0+ia$lni314H|(A;`Sza5g!rfbAah{J~#t~@3Cm))oDY&>M-TVu0Q~mgIs`e`kCcG zSDX%lP-|*Vf_n9EW|II5IMR||sp--lB!Vj{P4=E00SrDqn*>S(wU$*N}= z1k--we5jJ51Sm}G-NN^v(Y5}l-|J(I@z)dn`};LLLPHj&I6*WqK*z^9&%z1)h)gwuF^QB8rKb~ zv6Ug!iI7JISUf~OXk!ubwdW^^sgJc@<}lR{Sx@oA3&G%~zj4?7chdjs6(N5Ne~bo< z*8Gs-+ap7d(m=5mgSdHvHFw)Rv*W=+O6iW~U^Z2_g$$oA8+5O+oL$7nS`I$`I|`!k z2~ku^bx%w$!sotvymY!dh|A^f3IlaW9SEvgfi6VAePN28P`d7R6O{mXEZ(ui z{AW~|^TDdx6Oo-+-SfAbr_0E=(l$a#;~r8wOx|7t5-VGzj)R6a^U4ztCFV4|d`1Ym z9LiOo8+eCJ1Wujac-MH516Cx7XUe#1LxV zN4;a3lu(KuXNJ^`SWe^v<{FLA;iSC|z)Cs3YU2>W&hEG!K{m-d9my$%p|?T}2%&z60LUJchC z|9rswWr-ieKsN5^1iqUW9NbAh6V(G#l#EnEnznuj&~eiHmX$mA2~1c-JZ99+QTFybO|5$^KBa_akn8lER+xS=y!0Q9pCV+exP^MF@+Dbx7Ig?vK@) zAUG(LdRs~V8FbA-;TBgQB3FRz2_PAjY``(jWu1lxW-NAomR^S;efssIG0;-d(27Kf zVqOR0m+Queo7=oKV;I+zh;;i7+?Z%+AueRSz7IOH(>`g_Rl1k&8F=xIKmntUpRj-S z0*IDIP5TMtXSj7H8Uj86^V(Ecgn|Dk=ma4xYpP$hB0ShN ztT?bu-Kh6qD2|(zSO@;L6=U0)s0OQx+x9GDstoJ&)`y7C4loyBXNg^7W$$I#$0yqT&L1!(GKfpf-I2@5M8LwfxTBVE6a* z8_dG5#e84206Wv7tb?7ZgM5P=yYc=uz$oG%limZk%2mbT04lXSMCsLwd*RxL9vHA? z%kt<0@$?%EFY*u0TJ+^o$5{jsE6dPShAGJJ5eSk^KZ35C>|N(WaQm>5ARxGT2k*&; z15BbxjkFj7;g1V;JZaH2i63F;%w`K)%VJ<0&^K}SU`Dq$UyLR__Y>^JnsMSZ>7d%_ zy!^={Dj^;qLBBVb-4{T6h!>WAB7w|W`d2~^4n=LPXuZ5bcpEj2IVTz7qj2-t?f$$2 z%#gxFtii|GTCnKqAr-G|rzquKJWWWM=cr~}So2z}A!L$_^cg;7 z&N#mulL_LSNbIYD9hd9vWIayCXIKF>w$O!yGJ%PZIV+_nXatfphdg=m3Q)uSd{%)xQsOse=e=I6*~*n(m(OO>P*kzj9W*g_m0)4@Zqh)iw>*>Ur+jP5L2 zEU~+XkRP3;Anf3Pu2e_>_Oc?9=-1T>XBX$4s16Z0%?x`o48MX_ zW`5=c-nT{l0(wr`HVy#FUhq2pfhxC@kZC4gdb2!%71?3Q45i~<_7%L5B@88S=FNcZ zIxZUs{YEmGbIl*ox?0R&t4Uhkxn6z2NHc3e!SY60`i27U6j3*LK9h+`|M-6D4EY6t z?qNE^TaOT??7HUUN`dGcT$7^g`E~!#Z!?e#{W?zc2~U_BcIoU{t)h0dg99e>P+9%x zB^rE&w&ic)N!QwGth+`mT-7i7=o44ogZ7RKFqPaNsrEt0Wb3%9k5Z~YOH+PriS>ks z4S^=^MS(t{r$le%41AD+&R1ivY8BC;_sA5cZV<^!r&q0Vw%PelOY(&?o%nrkT+k;) z6sk0KNA&syTA*|o*u1gQ5YaSf#4mmH2|BJ zrE{sfU3t9iwZ*Uq*7CG0^gx|hWZ`wLA5e-<^85?oYubC?)(EuMue&pze}41D6*fd} zug?j51+|GB=Z*PaXbF`L+KM*913y)NU7uCyDY~T+jeF8)dOQG@q)uMJGTID5xJn)@ zUSE*L`?O(N9>ME)pfR(Jm%>|VWvcMz$U^UJDP;;fkF{5oLOjSGpmNaYDPaswTBqMK zuXQ3+Zt@*|&D$(zKu2|2_vBkkb-K_`tM+>>t3j&|*nsH3>}%^}PMyn(&(xYPE&2v1 zx)>$Mj#TNf*ZV)hKQue(s~4Dr5HolgTJ0o2eCmVjMLJ6?CyM2xuM>s4_lb%6c3zd~ zb!n%$kW)Cuh(vk|8u4NM=Bw=i;m?_V_bW`d(I3lc2{JgBCkHEv&5{?ZZ65HD%Z!)x~!5<*pszE&$ssIYb4SwCAr zDM~<1x;05bM9$#MUPr)+iBbpG8zi!#(BmFCzUKsP*0a)?6h8w`oR3UfKPJy2b-jpt zMn)061Mtv1H*7wD(s!3f{GEns7Z#^4()e`3ePoHgD{u}m5~D&z<5DDK6WED_gdSe2PB5jPDhKJ z^EQUUSYYxaI#lQj_dMgP{>_ysTQT9Rb zLp01wt(f_Vfh^{_Q-2To2?FP$<$2FdCreMC2e`j4`+M}Y;-__^`pEX$^%TZs&jWr2 zZI;e=t~Wp4d?D&6e$_;|q&D{fjgnRx^hf`Ead&e9=o;i=3NVhoHlEZd6z7F3-)hG$ zjbnQgz#cc#$uD1{RgD-qvOa7uUVSASO`xJp%@Jq1!b-6!fv;IeaZZFuGKa${M^SrN zoPj$ZyLhrSC!@eTF=t*%E33^W{TkT?bS^1043~305eEV?>sOSW4)zgWrD)it7kXm; z>-+N4)(BlG8oE=AStWjGVR1q;ZfD#>xNxI96}0V~poew~ehdXq3|QlwYK;EAG}PpI z&ggePOdt8ALcmil`E))pnwY4Mnyynl_NDA6f4l%Z54@Ex3?S|H(DlZ{m!8ywMHS3s zQ)l-FH#mmQWrgNUT?C`sySUYxKa+@iW@T5l2%TMB?0-Bm4>rc0wiNFF;0g_U)OTdX z%C{0IBhq296_;FCl5Yz?$U>snHHp_DNnVh<#mB$aAtu*{ktO`qJT7Pc<{b8!vRn5~p~YTumt9nFDhPQ+D#zEf zyB$r1G~)rPYR%0N%;#wfu!}jsL3I@_#o#174${(k)z?WLr0oG7p{W;tS0(MU6(67>9{1JEDunQOP+0V% z3QVwT_KRt}1k5`MW7pQV)Ob7-a>|DezwF%)a0Hh0=Pi~!5WdL-x0_iculN48;*eR8v>iXh)U*N%_iK&(Gn_t0d8#306u7K zzDdJ!!a~#d4S-$@o4tYz*~Lzc<&8}!E=Scq=wGsy9qSMQtc&NCz_)AKT#w0Bc1E50T9}s0xLC)vC*(l-JDgX^GP$Mp90Sp(0JttBm{8~wj-&TB zkGei|Z`E>sg!aLpLsdQIjEl;)w*vTlJLBs1C!ty7*UWUR1e6JMkvkLtjgA_L?EmIXlGU>itZE|AB z2>UU@_i;d)n{{sUcA5R9-)#p1uik)KR^+47*~1HjN|MIy-mmhuY}%vZegX#;s`VD~cZ(n-XEu;fa4MDH_1GyfR! zoX9qG%$9(}SVDb%m-Eu)nqtoEsrOx~Fy)cO*216YGQ-Y$F$V?4Embm_?2-v{3pO)$!8987i~ zkMvzx&$>Ns`S}GrgoGTvu#&n>fBZ9xV?hxx0HI2F@CL|1IdPE2N z^0%ZG65+USXuM)CQ#b{VO7A=A-mU_ccfo7o!4$Bk2gD^fPd!R(r3zAx_}&Q(o(-_5PS08kX0z;_K61lflGOTlu$yoz53E0`8xO`ykE z{yBFLi`Z$wyY9sNyK1ke!LOd(4fDb_q|Q0hhD<1mW9^vFo*@tx?+4$Vr;`sJ*?w!q zTH$nx2~_h&N)G#iRIWJiTxwS{z#TziDrFvEP-#>hVArq;5okb};9OJ7%~Bg5H~D#| zDcSb(S#7d+ogEN%r~4g!*r&&d#G!SYu-Ab%dwJq!H9+iZRaToe2q3Bup5e?E9)0j= zX$TQ@^gs8)U0DouF>~^I&B2Zlh}*vKe?{z8YB2$ROTggM^Sb_hxV(4^#=#SFBVZ@t z&i%ebmf-NaqVNfRN@;3&#&>WYUOeOh&{K`oz*L3e7M$#9kGpi37q~EYYfFDF*)PF7C5RH<~>dpEo$#w zoB`AZ>kNp2&5H)!-eIPAD%t1$;hrSa<}J;W!`wKk_vu<4{ngx5Aoj|NS#qgTRTDgNpVO*f*J3f@#tR zoCww~JNwB91+-OUV-}JQW;R1bKZ^U%w(-qhu?6W)>D#~R7I`c>-IdU8{SK19AILb? zj8{zT^B%uK_zwNZN>OW!gP#*;IUX*JQt8zAF8MA1u+b?Sb*(y6_x-?&?zcZcT+8r! zV$sB773RY1&?*#vBw+UxGl6Xw7e$EWZ002H02AkF!BQI(*;%ogkt`zOeG9H!?Y--% zS)xunv=!d8)#uP=2^FubBGYl`jcQb#pzXb!*rw#UcQqc)8dtJlQ z)?{vN|KNTCF&aO2TYz1TkQlo?BybppH}_y;O3~|a-*W3M1J){v1Tvx1Fo^yY6<)@o zV6R7}G~#{}B+v;0B@&m%VYxNjoBS;begnc_*`L|y`&yvu=+v-aj*8Hn51&2pSF%Q- z!z|Yj48jO{-cP;IYK83TVYo0OF$Bej8KP>V()lr0i`4s3AmZSac7@Swt6`AfJ;Yjp zN{*jE3szoCnb1~NkWGhL zR%e`#zdG*-NstpXsO7{Q6)=!Qka-bG`206{sGUGjixm7M^*s^S#-XBmXK8TV=hD~{ zRTno{^dmWTJ+2V!FA+PXAJ_U`u?{jMnB0r4tteP3&@+$KfI-_UHA@II|JvR5{QZSBTizl(fO`gXbw!q z&S?}|#@p8}DzI$Z7uxJVhT?|xQ2B}E-;Gxve|}v@7E@yH0E=hJbc&!W@kY0+N`!g9 zJ@8E|O0QGEF2?7oUsCOd!{?R%{hcSVe%NM=ovi4)6t0BdJdR&qc1vy)I%ke;|BHeH zu84=1|EbIoL1ZMay9?!Jg0%~h_J0TK6q+Zfl-EsNN8kPlN*Qgcd2jXA>nh6IGM3Zy zmL*W1XZ@tomRz=KhX}=Q9WC8DI>%|=*C7D4+n1eR?!tm9B?9nv2Q4hLKpb#G+vK!b zg9Y*BRNy7to9RgY2Iv?&zG7~Qf8TqK16ak4zv><|SYPrbk22~6`J z=({_eBSGUSiu@pDFL^&A1!SHt**auuvbx5T)c2r*@ollidb4dkl~P2YM^v{fq*7RI zn@Z*R<_P>GN>QZT`-Hfv?1cQ>2Jsp@Vt)+tJK51oIY63~ta3ui?qVPGv6n#v#(&BY zAP+3HYt4po*);rNh$8J`3RaWEV+PA{X!tE4ZW*dsA`5Qrf&WK3SeHvOhZWGg0U3+w z>TBhfzNKKZnaMK_CRzn4eqaa?1=UR~SSozZ-p+>E_`t#&tJ1DsV=(ekrAz)iO2%zj zP!p)*&|i;iNnF^tbxmtJ=SM5B<+UA}YO|Mv!dM>lVb}EFm*NxCZNG*Wlck)6}fn_;?PZQ9Sjxb_J^a9a0xvbxI!v^5j$bmWALZbp} zYo!3^-IkkT`t527w3GB==|y~YGm23vsc@7=@q^W3kt^(4F-cI>Vw+m0Co2Dkuw#M@ z9P@#w>DUU;fvNUGRxdsQ!1^;4*WjjKRitE*jm{W)dGma6%eljFJ_($BpSa|7+QW~9 zq}mrBAd?uo9_%>|ngVsGTeCl55WkBIB8V0GL(9oQVtoO)NR@=@#VkTY$~{p?i5o^P z6!;OB!n4IYNUYxQOs!FEBb(R1bkRc>Er))p1!wNr<@jBmvKu++M+#SD^A5Z?IP0Ei?h{8*>qcL%%;q z4gL%u*U{`oH?(OhPnAK8sh?sV0}cWQfD@%oAc&BIj*PY?81wKLulOJn!7@^RjKfa= zQBZ>>sjvDM{w0ffgemR@p?b3!UwIjTaq%}OTXCB27rMgu_hjQohu5(&p9@SAqrq51 z!ynEAConjqy*U|J6X(JIyaidIc(0;g=z_3o1@QG{wewd*9ie53wJ09`@=ZpX*Pss5 z7LI-l^d48!cj0S%LdXc9U6T+eV7q(x2B;_jo@{E&sEPXf@%-*Ye*t>#6^y?q@uaDB z_&suGb@(!yU+gi47Hn|n$F|$IL@+xC;hs2k#=jg7VS+&Kp(VQwaNd2S^5}-!g^aZF zVX6_e3yt~b0<+#WU%I!q-VlT}9zV*2jA#eDQ&9@323P)h@`sP}zdjYwC3hb}#)g6_ z0J7?Vs*Hw|El^@|uUx|~0tTK&NF7+z)@qO+!Os=cPf#>gEEp$%dH-KO?JzyT75DxC z`jdN5dPhdJ!D2rG+qjuKOQY2wqZhL72Q5%84VKsBhr=I$5<*bzAT=+x-{sNa-~7jK z@eTd}P}R65SWLTWYo>UDz`P!D%w&1Ay*8^##|G;45`n+E5^IFBHl+4s{}507k01B@ zmpGx4WTV+h0>+V(2u3)*8At+R4vm8K&wta#l6Vm8S$=!%^uIk%3fOSW-1B&^xNqEkl{vI2Ceq7<~QUY>(3@RQ;b`lDh#-2b91i2_v9lE-A1h04IKZ z$v|=vwKc@8mBt6zYrzuqi_h}w=O~gR@ZTx>?V~}{|M>YtwC;dKlDa%5<9U$O513S9 z_{Ki6C=h|%N>&itY#N^u+`pbB8y=Gyu1gpFzrJ;M0);y(lQO39wG9Do_2IEx3mh;% zb_Vzx?p`RpFvjD;#2>I^?QwQFbYi0wzV}~& z=(Mavz}aF4%;IC(j=gV22@u}qIKx-|6Da!%KJiekr{}`|fr~&ZEd}OJGpsb5vinaTb9jFxP z(7VDeotNq5#Qr~>k|!u@{61K)Aq!-^iLyj?BVVXzv-$z?k^_rPSvZB`&2%?;W|E$^ zLWOM9<4S|2fwKZ zOsv$YSP39)7dt^%%wqHb1$sl_)n$w$@`eqZT`Nk;QvM72{Zlai^(x#6L{R#ih-LYtoB%lFzld?V~vWWJQ;m`^!*P1?kI*Z$)P)M{;*h6QjY|#;V0*B>Mf(8M{KIZn@ zTWr`@ZNV!i3i9duuve70(X5c6QV<6oCs_*sDv-lsM^$Cg(9Z&M8z=R+TI+oHIPoe+yA0K_k zUs>z-^Fvufm{y8gn+4YP-~ax9|JTUBb&o?xj)bj$Pig<_nEuy0`v2_jV2TXWojEFm z{>pa0{)oCnd(CMjt)R_hqM^#586eo`OIlp-3(b1uKHdKqnuu08ps-o?8q|(DVCwfk z_xoQz;O;Y2bQQOTLre9Qn)>iIE7vfXlt;{|MqjlSgfZ)KTm$M>i6 zJQE*@C2^l(RwGmS6~q?rIed#d>JOVPy06`B?w=2O@&Dj;w_)KK&`vka{`=WHjSfgn z+!s?O*@gBU55Scoq7Mttyd_7 z)%NFDorIKi_n2SGzaJ`c_b*wS*5xwA5C#MAr3=jaYrMUx*6Yrd-QAn{nY;RxtQb;a&nlE%VG8NR~Y%9e+(u>Kwyt( z`NOaF|NoAEd*1&qJ*z33E}Zy(E~qX(td58#5qkWvH3~@O#@*o29>sa)f4nPcS)`Kj z;dmbxKz6Va=pX&>wM@n)_tC8B3CaO0eCtt|QL&6B66_V(v1H@cJvkM)5NSrMytV*KqyxK&O$_m_aDsB#@b7l+&wU_b{8hmGh&}2d1ym;$Q}0W3 zFSc^k^U`g9ZNbERK)GOxW49pO zA_KxggK%nASnKMT}@A*dd9t@L`B~f@T6JZUzKg?L4cRsXne(ofqpDyO~BS? z{m)1KUrFt+kL?B_V&#C8O%(KR7qDsFpj=7l8Jp1}GS-2S?8iFhta0x^M zR}@nOLl%wz((CN;{El1*#R`^>_?xZ30)uO-)9u`##q?_#gwBA3%RFiesHvX-=COdG zJwZ5tW^XOZ0pL#uPeMsHj<9~%4EG7(XEPnUeFV9H-ngh9@nuL=hmiwU;l-;6Dd_Ge zx=({8)~OUNF#I4<$p#GW8@RDvAAfrIfREnPpWN{K$tBT29ic>!O<)LZ%}VGKbON|e z9LOfvp`W@g>$h!Thj(LIi;6fRet|_523^C|fM&D;Pv<*4(XVXKY7}~4MJ^Tr)iwi6 z-OXA-A-NE0P_%M`4dEs@f#9SS1bb$PNG6JX_Tmssxe)l%_mVE;>s9z#w1Ll)YmU0? ze|h47TR~l3sYl%aq=d<Lv`s&tr|a?k-CqE7s|Vq<$I|R>4X}q_GFy zctKPqB3A%Oflx9JP5M&$Q}9uZg)u?w@7p~BQ3Jk3+f>lm;YZu)x?SH^?F3pvBC1V^;Of4#X(Y!LCnqi)utU?lXIz5}jgQ!>Cv zt=M$HdNM|g4WrnxTiyXKcgl2y4qRARIh@x_Xsx|C7Bb=~9QvvmF5Q*vLx$#Ix5^zX z2&YU_;0mx!rJU*M<(-Z*l%Q~R-Pu@>1J%|Z-G4%O|MOlbrT{mJNh#8=8sO$F={wMv z1(AONtkA+4XcgVqH{SuU9}Q#qSfp7im>y6vK$Iyka5effrh9ym0m={WpSm#xZSy#TARJFw6UjzKr@>i-A`XQ1 z{9ly4cRbf^`#)ZyQ1+f#@kaK@jF6RC_Ka*2*$NR#*`w_2lubqwWn^SiW{Hf56e0V2 zoZVOBxJeEXhKVJqox53A-_*Lv<~t}J8ukVI+&A-mL}B$~F0PcH=Knm5 zz^>ab7DwFh-K!o+DYHAq*S3G6u7IO;Tg8k^qMGe(#A&kgzk3M?Y_F`Dmzpm+k3LA$ z4GW^==R94!xQ`eNd8iN`rqMzm{$VKv;`fOIQ@0EBLhYR)`s$yU*JBAo4rQV9T6P2> z{rRw@`X!)$A&BD_C}`VFFNAcBmg4^5JpXrS`fFhaUgx-RBogV`9TalR`+B?&+i|b%CBnUbJQO0eFoxNv5@F~<_qOhc72)rE; zP$14+J1GExRSQ}^U`{Xq$-E|GVlF8d`V!&C?JtAjFdnhGB_!mpQ-gTk)} zt11eBw^>U;``ZoRs437g;NjKGx&`>AlgfYsh`Q-ljZ}eJ!&s*uF(-+k-KuDPy}+O> z>yddwz4|B`9U;lJIhenl0>EO7`QUX(83kIkk3iSGngth+4+#yB$51Pn@xJ%|NN@qN zF{U&Il+K+H0B6yrA$8x6Vnn5v|7XfE%>V`2{x_y1Czsz9nPr@9`}e(xY-b0( zI1WvGz?duLTr+j=T6y{9G)!< z7AoH}5K4Svx^GoYsu8Rn7tjvT+D7yl0GRc5`W|XNNSs>Ha)s$nBH~f8ryatbK6LQi z1MrAA`Be)l+Ss?#h3o@s^e%8s;uR3lpEboBN30^788ahf>9u`*1TY6ESS{JYN)iSg zFqP5B;PbEV+g1fBlkGoBKPXWGiT3-`AD@({sJTU4?{!shcH;9l<062k&0F>5FWIOwrncOe{-qZK}bTX2K{WlP=%G$iG zM!!NUe9=$h(yL>iGgUSo?L9!=ePLSx(gW+9`$U0ANsicB^>$Ln*c%xUp^4Yl=1EbJ zw7=HmzYpW5@G|}ZVqnU!!Nztn{FOf#Qzc%|lorX0WT%9ny_6`dj-?Le%pzoZo>N-e z&?JuJBs)C}KPs}tZ{P_#!CUuLj=QQiCtFIo4zz@48}@gv)c7jK)qu-@5I%t*$b6v6 zYmQ+RRxsVnCE_*?EK-_wH`Oys2t&a=9QS63twHbU>zm<1VKi*m%B^hSXp9}fZsxZQ zQrlgSXI_q#8#zWRjCu6%-oZnMvEw@YCEM3ej7uQ87NvFye(uMkr8>jX=cZ|tvN(Mj zRIEYB?>@*xJfIQ3YGtL3*9;=;c8mag%XX0;o>jRB!!<<~1>0I8HtcxG>8U3`b4Y<@ zk`!{3ik&`GAq>H&M&Naj-DCa>rt)WVqX*fhiPe6ydS)(>h5~j+U>#dVDXozoz1gnc zhrlCX-+DV>oY$cAg~lB&az!rJV9CjRybqAeH5K>QqZ0{IZfZ5VT8YsP;}$?mEpg;c$rOQAh~hPwY=I>Z=eB;_E-OWuT1 z^ZPgSqR|Xt7G75rnUdWgV4_o=!VX%>$sGR-Due0ZGk?e9%7grHlTGgC7C`mTHNREU z(VHi=0Z?C)2_%v2ch1h*Q<@J)SJU&l+LFUvu_X}E;kXWtP#~z`1x-i7{8Ia(XY?0ACkP?QDYX{(; zBN3%CllK8LG$LCiMy02P_r>JQm?82}3~J+s!^mb-!^9EGc#>$k@>N*Y^jU~0(gRsY zfL(ymjqvo3i;{}!{;v_j%LWvC!7sJrG~BpKd=B7m=(+kg|pR0uZApywN|H$DvM! zd_fRo0d*LVzLtWk)T1VidkM0pVK?emlbzIu5Wz*3sSGyz*jJITg*|xdvtSKIP(Bkg z1E>aq$hf7p?4U+{<#47rYT1H8u&5ZyFhXH-x8&LaKoYCw@oBQ6>3w;Buxq~rgEGsw z?rc4fo;D zBkKRYpV=G@DNU3Q>{X{NKw>)}5fV2jJPywc|BwE~f42Tg3M6qm^{2xDuinOdP=?Z1 z+nsxvXbW(95W0oN@AjAi3lz*JQ%@qi_p9YsMfNwSza zjF3c*>IHLfKa?uEzMnDPiZSlRKigSqJ--5?BjniZZ1D5c{?>{bi`5a+zj}`|% zR3|!BQ2)xKh(JtD3X7wGsidIU7;0E391hSFm~=99kE;6hUk}8xo(Gxm78`W_<*yZPUCGCYMT9>6ME6D z*hzA4?fT6#Ir>FHh+N)+h7mOIPI*y3O*j&UbTOoSJn)VlgGLeMAa|jxCFo|vaSL_2s|@>I1!Lm*u4*pGC6IK`i3)HdD zExo-4U4+Hv%Jd4-pmxbyrzOACTpGQM;K`!nG2Pl`0&HS&LyXe4Ym1R9FIcY}U)f@g zv&~e9``iIk`>Z4hkH?vVg%)bB5>TDWB7^#Ig^dxAAHvo?7!bp4s`3{BL6`8>=B9KO_c3-gZ5rGqANR?KX-Hgl)|9bEI{s`Oe7!| z!|PCVt&g1G6WewpwZJ=$O=hQsvGtws{KdB!(0?a0hX_2-O z(8zOQ^Cw7Yq~{!u4fgcyR_SCfUYW|?=Ig*;O~X9CChd^=3k~_Zs6y?Yz$rA(s%abG z`_Vuuc?_aa8y1-~LSFHdOTiYQ{ei5)pNe+A43g$)=?B13S?RBYRuZ#FXV>= zC2pNhi~%hQYE$D0;WA8|mb``B^d@VPoxC*_SkFj!eQ~9&}c z)A{TPaj%@|U%zvF;Y=nSdC)v`p8EK)2CNDfp`5MEVrYoS(4v)0c7L*Z@P&-~c!)gvV*|7q&ja38AWJN8o`J^I9iJXSI5q)%21=1ksP0$((4fGt~NY@$lm zk%?3)`rP)rk#$-sIS8+{*%IXcok8E5DWn4rd8z$u-o}BctQ>d$Q)r=djX!m}bf<$g z65D>u856IOg}0linnFmPthDju3h6)_8}3$5z}^L`#@?Xvn3|S%&q$A{xZhiRnzvlf z&DWQfjsrc6wV~PAbG&6)d@}Erh=2=yXWpHmi7^^~B@MH1?OjC59~qdxs=~G-SV=rH z?YBsT4*%{#Ysq3Iw|SaT3;X2aeNxD4=RQTkMTD(y>Y1^4Vrvdfsg~(UOrJQWZ@%_nk{2UU+v|cl@VYK0pVM0GrU??6F_i z8R4Wa%_O9r0Q8jjD)<#HcZ8Tv19x)t=w10IQ+1HIz1nE}&|%|d9Dh>yOi{w-Rxn3O z(_Dsa&?_ZBm)w77~A&cTK);$y+vx_?RzbM z#9RaM9j;bE_Tecf9P{uH#}_RhP$6n(C&IsaWI1L0yW?5p^6ZSX;$&WbDd3wBp5$Jp zZto;&&%CN36+u-96d3U8BIF&pcGSg6akx z#)0g)*_{b-8%KO}qub<%Ow43afgl`)L6im5Oo-6ipsG|U&2W6Q{8-8xqYzYg+HS38 zHJaIL%gB|Fk8nOYn1WR4q|uW$y%-MSqVF3`h56DO&(C{fs}DW^hvD^WTZk3g2*=nF+-j%0B7YYK|HYKK`$j@43XbmlA<%PCtq)JC1)(n`chk|I>L%36+> zOI23>3gLss$07OyC)qVn19EazuLV^3sPAPh8Q>7yQosMf8d*li;g4jt`}tsL-zLB_ z`>y8N!)JOy`aY@8sB1b~e2FJHr9uzA&-GsEIVlEF__vWeR&Cb zUCK|OC4?xc#f&qvW`LMyNM)+%n+B|N>< zdH;LWDGA*Aqikj8>+9)!MOCCS9Z!A>SKG+n3%L3o<7D~ifzCwO^=Cu!O>_TqmTZ*< z*;FBG?wQ{!CFTY;5r}S-$|E*4nQv6@^c+}OA1^F^+dKo#va#PdH+h!;kM6Y!PV7m@ z#5mD};8ecK3-DriZMR}XW~R-8H}Nd6nPiVGWg>mNxdAlWQTNye^|YrBPO!bz62qC3 zmW^8irISc=Hs=ZTwx`F`&r>!FZ*Bpfee7{E_1hf#JW5YyK0b2LCvfV-ZeX|fc=yD2 zRDG)B(k(eGw&V;Cxq}ngAqse?F_!kjgAv1)(H%v4s1F9=b-2{xyQ{53blO!fU<`ZM|CwXQT_Xq8-gVR|_PqPWW(f`CEGkCZ0 zMw@(;R5kMQu6i6SQmZ+m4n4`t`w~+3- zwOCd?swdm@ENMNKe&}a^D)_~8`##xp9_^P`5oMW0pc3sgux~vtzL5+4q;vOnG2NN*!tC+;<%aquE{8Pq8y z^}k-NE-59!5in=^1`V2I05gjdD>(rO{;fy@$jBtUEE?38Np8OHA{&=yv1%UqRD~x( zds0%^wb=7Xqc=des~)qztXwcJC^1zg9GV4wF_rgV^p7)*I4yNif<=RrR1@bzzI}aN z>sQpf{@mLROPB0>QnHlN?MG^H0r;7d*JNClRIIX8uBo#*)R6|?PSNX9O42*O4Jv<% z_Q`_`Fm6+ig>H=JtGwvr^&R`kScq0wD&72 zr5~5#Kb`BL4LKOAGMu2s#9TrG*LdZencB3tVk0izF}9j$Vpd~415wf^Vv|WnD@bO} z%2~45ZZU2S$yy$YH60fs)lA6n*v|WLtSp&%&9$Q@gRBY*|Fw0Q zm$v-xe`x_seiWpsuDd`nn4glG8vIRz{z0A9b!U}Ax&X?Yzlvlw*64IKal@lOMaX~V z6oFD4pva?9%Ct<9>=YsBC>kY1Dp8a2;M_(p~TXYo~&I31VSKcxa9k7su;>eQy z6^P#El%}{`@Ok40McGntsb1_h<;-Mb52z-kwp`#|u?A?28m0|*h~RhwR2gSt8*$l= zx-sz`xw^(@5qvtiIb1N|obb#1l|6+*x!mbS@>$jxd#OE1!S(a^r`Kt-dnGpp>7Wbm>eO{+yR9t2{eUe>U_o|?2f`>!E#lf7MF49eY zRo;S)Gzt4um>MJ7b!MHa<)+5+7?(3yIJWh~jkzjJADb_$t~NP#rb(W9buIY8+`_Y> zx&!U6Ln=yd9lu|E`SG$s{kzY5!y{;B{{i>YvJ&3M4xO>Coo_Oxd9QyfdH*xtWx9kl zBUpR}=U4n^(h9=0lN%`787ievmHRf8tyVl=No&3yu)h(2r|+rshTvg{>GBnDkMdkw zha#Af*8y^7M~;HZ@=NpabsT+lSm_AYcF`MwHgtiRDL z#~Zb}EJ=jR71#DG&|Id2JNQ9~Ux?aQ{j0ZDcf$H&nLiBVXKN!5zbyNs>4R-s-h)MNZ?l-+Nz5rdvQFJ^Mu+P z(W|jpwzq>%kV>>?-_)b%AiLA7j!zTQ;dX0cPE%(0z)QnZ|Eq05_R_NlB$EpOJg@6T%49h(!8 zWBGt)C4OnEPmAktd5x>2mfSL#ewBH!_Z^@$a9$`2``5QlB;H`35}D)}$f;j8eJN7} zSrm21jcEHU6Gocz>N}fjP20#@SS{A%tx_1PNhVN|h7*SITbNU10_sgGmo?c4LH1h1 zic4nXj_-_P&<5aMi1Zv^p9|rO)}jeJ%GTV=J=kGA+|RD!zF*vpvoohjjir9L7qF{KA1HD&BK%PJ9U-P*zsTm_Euj zn3K-8=hn5%{>I~;O97^+)QQbI#)~p!G7P^WQ;WL0k&$I*F1e%aqeg9>>u1J@t<(Rc z>|ew$AfbgiTxFAj2650Wy(q0*C$nEtN2>C~Ic@m!{eWD+8`H5y+l`cmaGLvbHz+sy zE#%pV0K`$2iP=@5cIa&H>aW30oe-dLe!Vgr)@T!7<5JN_e-vs~f^O&?;I?@#6q0;< zg)uYiBp!Y$CwX8)`B1KHIn1aW)V}Ei9i||BcHg|l#X^nlYDlpQ>6U_e@Mefe%%>81 z!s?lh1u1jrq`AE{w56FC2pS!-dSHOb3DH~HoIG_N4}Y+pUG7ArOWd>M#QUd+CUT$A zDX|*|%y=8zj#ZINaWpK_S%wi=|G?1396)HFSm-x4(&`RAKk*Y|UOr@yc}Vq{3V&{U z5^&BW#B}kLceYvDluJL#1T>OO;XTIQ(9GIV>lbki0NU;7T$V`!l_Gtn|4a*8f{NPA zH9AgZyI37RD^?j}r|Xk9kJ~g6m1NEp9FLU$xDRL!{OhpqKfk5uoRiw{4J^Ar0xd&< zgCRk2%G#i_L#jgT%-Tv7_~q{=h?XiY`4VaBd91L3Ur!bR-3#1KxfW0?PexOGDSRKW z@Ap|^g2B<+8+u9O7M*(B9%=UH7eKq)<(B7^PC=tJV0e!9S5`p$YNc0VK#XBemOgbO z392$}>j9NG;xp+2R>{2@R?im8(ZY|~g(=x9d^$8CY;ySFu@m+IdXt-muG=f4&_A^` z*x2pRQT{154owQlVy8Sjqq8*^Ut$@n$JHq@cW6A662xlR#>RDNwZ zD)FFnBV6Fps~jnH*MuJmL+7!c1krBz{zpUvo?AxvBadh(~Ug z?4*8Cgrs6M#7q)IMOK>Dd(+mnak0r(aTi&fX!l{n7c_l{P>gAqXxWbRYpPqfK!t5j zmEqNIdu^;y)av*)P0i4<6&6p^oRte>qmAp~*G|e(rV3EU^7=9^?y__pq#g{fFhUns ztAiINwT|Co#AM^jVLn?G_rl17F9jNvmrtcdALW#M?TT!x4qJG`EQ$D|$_WQd?LJ$- zVXgb4EIX9tR?xxwsCQ>tqH^I8iruwDw()3?F1L8I+ z1dy9iOwm0@p^| zqT2g*Oi6x_)Cr8#58OlJ<#1GYbrffbiRunQ~F75&U_bwO&U16Kse137{?&k3Wl;%I@|Rv2oKseN#a6(8{uTq3+`@)gn5uMaVT;K8s(hNKslhxb-12?9C>>r*YBgoZh#gpL&;Tq(`do;i_(~h=$8Lijcb_1a zbQR!fIZIz}rs%Ygvwt?^b~~~d+OjO{HKUVDTMZo$klI)^88b*ypfNRI|Lx$0P}!eZ;Fu zO2aD`I&GH3mvq7^{Yyf4NL%6*{*adH{VeShv4+~Q>|AdemRC0xw+kzW7<*37fxz>e z&vT7y1U*Kd4VNo>MhbR!-Y&aVc>Xvflb;Ds6lnz505Gzu8^(YRH|Z_ug4qXsin`78 zA+wlfUn-E8GFdW=Voscd#&nnFTs4T=Pl;kn zvBv3>ZIuy%%9yxd|5NceRxrISn-uxJ!QG)6h#gVH4R zVE^!pE*Ash3vqE@u7Wmld0N~;hT7UkqO?pxuZH^17d?-_nC7Epnz66ZJ{*JmAa)yS z%y3QDHYb!iqFaT`5_Y@Du2$<~*&Tl=_mteh>`KafU z4Oi;ZP!FnXL%Mim!A_B(a^ZkStMNpfWQHle37T0b+`U)b1S2vl}vnVWD@miSPR>C5&VOV9L{M#8!A( zoqa?)wz5ek&;OLLRn%+zk5vQZI!VqZrW=o)sD1Z;1T;LEKzzcl@3mjV?{&{yYOjn4 z>C&Up?pYew6^4z}&7<_q@U-yN?^^r`PVU|0uJ|9uBjTD3t%t0tgi3 z$j~?;jq^qI@ghmFnQPqw=XZeWzC(i9RjlV33Vn^tHNSCRl814*lhWeiNX4Zl@_Yu` zEV;D&$$pUFNXhd9@}6fx`ql#}pK`wigS31JFAoRqrRUrd_g)|VaBp5$^Hf1azqMte zkZmN2dzX(CrQgWkwAyVuN6=sR{5mP{UKE8-?VSsHv9dQR{dYnzIOZ#%fOC zky?8(j)mdLZMx5X`5S4kuV*f@Du`}EuwCX6lN zl|;MUegFk6d#77u^ycth9q4MzB0MHfkEh&_X2Ua3vq|Y<%$n5wzFqj?z;m$bc||~y zed!rfg;i@@#CszALM_ol&u>*h=SawHR;>canlJLUB!?jvc~O2niIb3Smq7n8U4z{) z8w0mCh$-A9D0E3;o`pm$fNKByLm3)t32i;5T^`o}$0x^el#sAgm}io^kI%NL=AD8Ty&yG3IqMK##NZMlufLoW*F#1rl@7irPYlH)ie4%K~QE_%-Io z`Re%e)X-ET_@LGLNYF&V`l;68qt>}vN6d7z`Onta<==3>bM&h6!{UPMNa@@!`m;yp z9uwNkO)bppzGTAB&^mI-m7G9c0Hz2jlT8GUSxl5vZBvntjvd73_lCUnUDo+)y6a>( z%NWNt#Caae^sx@qqC8}MNW1qA7PC$~r<{CwjfLT2qs*Q-7~*shoErbY$K^Hv<{)89 zbqxS;L~acZhj6osGbIIZrap1{Kd&z5#Glgs5G%FzUR$YVTiUKSBTyU!bUHyi&kiYI zkTb>H&B{1}qrgdR1p<(s_n{>f=L1rkSkLtJ=&d_cgqtu>@IVucJ9DK7p zQenG@XCAP9J&Bi)4(B}@d<8Zfy4t&JR(=)EkC8XL%5p;Zqj@173jXHDjeglX!dsH9$KwaEyD7=&O>kI6Z_V&%zMIiO>|)F%S#62P zasQp6j)Z+G^99XqkH!ICT64_>ucc9uIxf+PQVaQQVK1;()h`2Kegrd7Y{F8ozN#gS zBaMlk1aW2!YWm3qPGvcUN(uk0ERN2Z(QKtC1zojTN^ME4YZaUeHwIzePMXCO;?j3v zNYzcobI|~S^=|1O8BKk>yXPA)x};-x3N#@}+}fCLQ4@?zQF+vJ3EjkE-EpLRAGMq@ zufy=jfA?$sj!(eomHQI&6!aGg^mv{bGzDP_Zb&Sw`Fle$`4j9aY0vFBt3KAs>!j&ck7xf z%$0^0nL9MdbmM81(*p6cdil@$eay+Zfw(Y5_0PG40`Q$F+hanF07?k*{uP1E$n z($duZ-0s|veX>t<{$$VePW-x&=JwXvj}HqD^-)N37LxBS+>TiI>aykyCw?c6$sKoT zfnxIYg<*Y;tWb>By->9~d-v2*#rg<~GVMJa9#@>(KA*g;cDKLEaTv#%qSu9KA$WkS z!xvv-;_hgH6YW-C?+F+oR0K4sX1}X_elIhWy4OQ1BXmN*nD#Q)g20+M(oh|CJ0E>R z&^u?rn`c4boZB^=6Ltm!?<7Ax&%Hss>nsAiqqaGobMJ`q^AC+J_eM(CTD$emmEQ?H zC=R7-)?@2BwYl7rG_;}$hBn`Q9z5oexE+KsVM;F7#%zajcg$w_EnG=@&+1ze-?E`n zCEES+IpA$0L|s%@JD8B(dX27q!@{WJ4^$nET+BmWejArYCEH3ZAqw_H-&(+B(mITd zwDyLH4MZMO54b+Oqge8ktEY2ozsIGz!MCy?iLX^=!6vRAWbZxQ4y@)Iq=CYn#j2m< z)H0DJ#VO6w%MJx#*W}dQA<|P`>GbsT?BoO~k>kvmgT#YsaMTP<61Zej*nTcxM5_5B z;KKmi7r}E0>({X>%On)IFO8Kn;yI`Y0eHns*8B(e(pP9O+qQmxd;i_mlzAW?ZGqt> z3vOK568}Em+zihd7@>=91/q}BjhZ1KW4l5)88t|0ru_5-k_{czVYqObU2#hboz z00Bv^SFh)GAM$H2dKd{=g$sh~>=T#GLou?T6 zGF<=zcL=yMS{3`=EFgg5cE*E#-UVXbqi0SeiE+M=e|c~w_tWZyK)e=h;qY!K(Hy*r zG~E0mIq+F}cW)kz>^=PSy7|0U-r2j9;?ievu&v2b69yEgFWNpW?eoi&k?H^^j6~hn z?hX2bPA8J+YwC83Z7tTo`cl>=s>f!`JVwFQ?<1HuyhhXt)LvO^TWyL+&ncUX+trz-ZeX ziST1QUH>)!5`e(2fbpI94bF$Dq|`%36i<4P$Y|ayBRH)1OoeeQlBEVlkad1~%UiMeDCur{PZ;n z`ph0zeTZuhQV%QF?5-qVJBTyCz&LzQf z+d>*MhQuKEH&Lr7qRN(sUDx=vy>phiGOPvScJg$U5hix`GuF-Lod3a&<6XeEe+l0bn(n0 z-tS!o-@juFY0VU+%|5K&DP+Rs*6{&%2!kVGb>aJrS9#WlW7he&RMxkKp$J*>o}e9) zG9mBGP$LE20$vGzr{i#>`<--I=(t^rs4vyj18{c0BTU?zfgeMlU5&7@_T>)0vu8G} zjy896nrGI+JfFOPru%v>1yVfRJ=xvR$iV`! zC@_zh!tU{Ssh`tovigy9TzF8IUEZnm^2(&Luv+LfEo3zW27*idwY-nxd&U+5@0~a| z)gYs~J)M91pVJ?giI@XSo9Xe6Lh66==nkL^5vteqVMbXFB*?bN2^!Qao!K=~?SOVc zdCrf%`b_dsME*k9Dj4;j+P2CFZOjMmr+QdX*~8s(IM2r{#N)fpq%ng=rT~J`M+6b> z2-^4O#2+MmT(a7`4!qCO?H_Zs>tYgqCZGyCoQPW!YFgkzkZB{D3 zbCvB8A?k{cG9G^E`d)!F2*J&F%t8c2Sx5?-0oMpAQ5b%_LUc3KV{vcA(XSIT^%cKk z%u`Kx>_o>L9q|U#Vl5An;zufP)PDN9S%=IFaied0N0s9KS~QqD2M&^+?Ym?QOG@&f z$HJBI8i8U{AWc3M{}?W0`TEVbjEqp^G=83`l`BUe^ZPI@C9A`aJ21NMIZXBAnKsAm z0^>|MoU!@7XI@vbA1d#Xu6@sMc&|w%f@Kqj}ItV|Wa@HNZ5Y^ESEaE#gwI}~6EdsOfrmwju^mRuT{ftM% z80mvJD#z%>dPOg;NnCnwSkw0@A?WYRozc8;jC5u>+3giB`I8&xFWfqpB6_*;uH`E9 z^(vYynkjR{Gt1->uq4w~pteeeO8kn(h}av10y<2Ed4WXPZ2*xozsORop>r{W>oQR3 z@}Le!l^CJZ$MY6PD18z6_Kwu?+}p(7R9rf(=Flf~0Ch`XN@(lEFP`Ty@g98VbV;iAFV{)LrYc)a!fP~gUT7xpn6`2PhMl6CTAD}gA*?p6B@Iyxe zS!*@tU4@$HZ_FnfrT%qyH)MUtFV;k?c)t+`PWkU*aE~Lp=GIbxN1`0uZAbWx&|uvA z(4Y&UYMG^I)1sdNT)n`=^;PxpVlTimyCJd)qB6ar1PG>-iFN#HST+~~FgcOL_}aUTo7TW%(- z9GdA)aLU`j-=Q+727w%eKf<{;V`&37JPSek=;C8UJ}`h5;FXI$@QTavqZ0u+jnEf| zw);Ebmpft1GIehV2%^q35GenBEtnE4Y?b&S?j9f3-^(E0D-hHwUq2(9i#mX1t&sr; zSJ%sCkOFLuP3+l_>tr0jN&xJ9KWJf1oHVNwEB4o>!cbp=EIIHU8gmEVWYw_%2t%On zd^aeocho^pb$xRScyC#P%8RhSTs;hb|FK_3q7Nl{E7#Y=y?#Hcz!fg&)vWl=h+o0R z*SUyV??9r6I?9M}=sy{oXb2C?JS*UdpLfDCzFet0UXRpLQA$o-*^>Y&cFFrYb284N z*+T$`NCXN`;!)n37w(J0eT4>PjbF~mUkg45nyub>pXtYY!cmvLX zKaUM#i-oNmUvad1o<)lh8wsT$W;C^RB<_7^nBh=fhBVR!(7=J#XVXCV-PDOGG~gtT zFk+C2-c>-^V>pdaCt!iha^&rAM;8>=a?PA}ABTo-PN5Rc@0dOx?& z*WVRoY{mxl?o#a&ufB1I=`7vMYE?_pL6O6+uzzhgt!`M)7+b2;fwLKPxER?*v=wwG;!6p+|NFXSKkVa_GIc`*0`ouV;#zL#oWDCjQ3E0M-5g~N9Ru<4d0R7YLKlpw|-c8+9a#H?+sqH5{+Qi z`sBjuo!_zXKUXSiNYT52!%OyYp{vKJ?*H~T@#Qlb^SW~RH9{)Tk_|U}dNp?wg!Qq= zX>F!%93sR$=_UlGU;F^JeV$TT0?dnYd3S6|N>@cqCOhSDNI^$$gt=(Rm%sA@mG zvF8G=TVx+U9T%Ob6FBJ6-Qn9V#sYC~T9hp|?3+T{w0w;&kZVd64x7L^F z3?MZXMoJfl@7db`!7j>JZxCmz=c)glY)pzgQYzJSU3}p8*OBw{S!=z=&I%p7Etr4a z+U>gn?b!+aAE4RI)8F0QR`sZeOLxosKnSX~YS}mIcxa?{CusBjbKJv~jN?Y1VL27K z2)*YOcYcc8vtA|LP`}e2w~e9U8Wk+_Wc${+tRw zzY3Hi`zoXo+@nszRxGpo;j85=2}bmwpfWifk0dIm(UEeM4T9xW_cC!^?2fxHkeoWw zi(G{a;IM|zx2cwt0d`)(ldHB4L&cY2Y(YpTJIQBD`(J+u&c25?9;jqp$9H-A>utgc zB)GFOPG63%yW~?=;F6cTK8dPVk+ zs~64cj#w`Lx*FL)RL6dxN*s{SsKXa_9v>#G$W$YR&Hz7X)+QO&xMYHWvT1k@FkNks zX&Raf&x4x$BNK6%eYPsVF~b@=_10M(lr32Kdyf70rG~KZBl%7E)nsU4rl6sX#yNS1 zDp0LP0}13Zdzy*F*szlfKQ>>#Bz+!4Mv-CjolQHGq5O$Nch3FXiZ!0y{%CPtCq-r) zz+eh{r1L1Y&xICxHC+#9`zZhVm7l-d@%#mHF$8y%t$0EtX9eKsXY&&c0UfnZi}}HH zY@0uHq^4WAP?vM)nQZ{B0{-`b2$77bARtu zSpod-^8>AjXh*|vCW#GA8N;hG1^<2`@#cYdW;O=J-TwP3|8t*hM*@NEGY$YZo{xFQ zfZCM`YzCSut%rZTE)>4BPUEyOX`e2Uw2k<$X!i4;vSxVKVORcS{~^71Qz&DqUJ{{t z2%>)_ng%ZRKwkB6RNDLNMYov*{Z~9tvj6=TKERrobmae^9}j{->={g9#iq}aL4rN8 z^?1PePuEbM-R+GidOdj>3}T|yZ2ijK|9OR}u;Mj>^#Av5V>|-k*i8b;p|rhZRuG%- z`l7vJ6l0pZq~70AM0S&sNjB@cc|iBS7RIk75-7;&0>M8C;UGrqokj!!JDK)E(B{|A z|8pfAT7BwY|N9vD^&I2#UO@R2vpxyr1qOWtH;XcUh4rtCet`$ihV4HsgFji!KVJo& zCqv#uY5?g$R>T7iHy02GU26keNr*aye)mXzE}I{a`23(%`;#dCYcX}>gc2Q3cYlB% ziOgDlCOOEJ78)pVPwMrM^5fnQiu)%Gr+Nhc{hqKPP552!{kpN=AN`aZ5nqr>Nf#We zEMCZ`ehlik6(q9*AS+E8Hjs6aLShruNq(?&oG+%+{QCh=G08R#UHreH?&ov9%KjCw zEr~Ee9s)*tyZh(2T}ad3b=wSlImQKXRB}4lND>mVpqg^sw*0SUht1`**VE2^s)_qw z%kg*AV~Rc+i1JQUDnN4B;;9dHa`p>UO*h}Ompen=Axy%H#Prc|IS&ESDWSfb9yC$` zX=-fwT38$MgH>RlB1`borK$gQUwAs6WOaY9x4$3WQ&N~h88C^-ZA(M?hvvE0;b`;? zI~uFSj<<`ZF|*(zDfHm_N*Hu*Ls8r;THbd9fd?}B$(#S)O0HN|(YIMG{(bYmZ<1X1 z19I+x5v{Y+DWpRQInXIkstM;gs>ucqub3+R%208dv>xPajRl>M7pXy6`|)1Izmn~a z2eK_IULC0d|NBXjR|8-_?$E7I5R>~q;OgqJD|KZ zL6~5~p`b_&s^TtS2VX{_nTj9}4{I>3ojD(LaR0;(92Ph=v7Sb!9{%f_e}25l0?SP% z5vUH>$rYeGk__55hwq(8Msr9c89`PQ$uj|Krwc4MQ7&qAUmD20v!M7<-sIBEbyf}I zG6f_pQI1p>xn?8EzvHlMCO#Zw`TF-(xkLhiFB?BvCeHt_i_oIPhVGRaWwHt#iEIWg zR>S_@v%Y9rXbs$1I-5iX9a6FsP0`Fuabbm9=J6z!NZk!&l=EN@%$7D0R?u*A>EvH5 zkpBAO5Hcy-W9NK`r1@9jZRPz}sew5LgZ72#s_qWurubipCK`mVgx4z@nI~$a5d8MG$WY^)i3X(g{M&7a55R zRM=`}I~}L(U`xqjqQ*%>wk>Ugd?0mJgajv^YwWG4<;|gj1%?@@X#mEIG-K`vxiX|V zq_uqWv2MYux7LE08&M|TSug3M>>U*!h7SM|`?Te+ND?oAI^x4P*-tn5;Jxpevl{(r zxx!P+<%aLhZ@IZ+tE$STy@r~wl3`;{U;qj(u#T`FDbH<4>N*_bfC-0A)lcnu&%ImK z8(yGCxSa%~#tCz)TF)gUK(_`n{xlk>;Wk@k_AKh5U@#y9j~KPpUU{OHSu*uhz;q(b zW?=vmp3`aJl>v(S(w-*(XmZwe5|kKyau^P`m{W=rF&)NHP4#$ds9nH%Up+~%WgIr8 zD2A;(s2W6gLKWvw7Lg2H^?u_x@2j9@H;ZhRLGk9CiTx_AHM90}_rka@w-f&C{9G2e z$48}Zy>jRbk1pYz3;jE8JSB$Ait5hdp}=zHuhVgw$rm)lPZXE62eH+I0#(XE*_VX= zU=FCH1_#&f*|W)~fw$3ln}ii>8>vD<2T|jq;pr~Svp_6XBx+D&lZzky1L_2)7pmi- zDwK#IGz%;|5t!vF#2W3(sD%YFP@Xi1eq!dGi)9yoISUBXle&SMsKWt6v{R)g(~_Va zG$w^K+d!*B#b_7QV1#I5+0qa4Q zl&r#I3#H~|mS>&(bPnTLdum0?d5gusn4%TjjG3w~ds_nBT-5ERAjgjx&~Oq2ta`j@ zPBGgC*t@$j<1Kh#`%H zyWMyx{p3l~j;&reC2HP`8`3-3I zcBY)-yK3q^3D^`!DWU915{3*@3^EMXC9u1lA7eP(TK73AZdDJ^E^ zJ~Ii!Pp~K&&yMh)$5FDQqhSEC#6ZBNPC-2u&J(9zgYo7tbO~NC2S+)@m)w)2GbF`L ze>(TF^Qh|I8oELGyD<23ukaR~vC(Oo-8~PijTThU+JOCo=Z{bbjYBq)S_fKweEY~M zndugi!^{9CT!S_5W-i=NsB!Jc%Xkq4wax^x)v1%XdiwEzS(9hZg?I}~a9bhLc|%M` z>nx9e2!w@>aBL_xsY$`j1}=%LE(h#OR&_FPR9#$E0M_cxNX`KM3NF?2Ii0s9=2wtd zq`^D*P&bhM!iJ2oZ(GzP9VW2BXYl8dhodwEK^}0xMJh)!|QzHTC z^X;vb1SBD5Cg#QzfU_|729}4*vI*L>4&QarzM&{Fg4Z~f&|D|+1yE@*+P!U{8AMCf z+zVdT*|MSTuVKXo-(Mx+)^RGGxvGY>XRcukgrh_NFzHDgGx|MVG~`_M5X8hbw_wr zuUyv<8$0_z81eub2Z}-98kMPg%zSU=O%VO@yy)XS3kS}r+C2Y0PrxH*o8}y&_O}Ox zC3~=VXu!<4$6K?c#7kyl{XPn1!=NRgZ8=E)dj$OZ-1zyzV(~CyEOD8Hu}j?VJYdjM zPVh>(+F#`jx2j9eljSe&-}@S0FK6+1}~}bAf+f^Ur^FgxtWQP~{TKf`oP!)W(DX zAz5V)uj9;CsE{(Mc@5KSy`LeOTlha(mK;IM)wRjBSr?zDS42~9ywpL zNQ5x%BVfpbm7cfB7}4FBilM!i5C5;LC}iU9!HrlvnBXRx!w*%$!BdphbEhs4lS(JXS$ zJPXyGe$XEZ5M7$jx8S#W{2>^M;MR2^z#sl}Xnsod_KewJa65JJ$EUf;jgySv<5`Yal>+s|M^sjFZDMs6hMU$SxhSbo07&*s_jYUz?c z2U82Gp1#q!VgK(7ZIitSbHbP;w!ufm2k?W~1YhiAKR)gqz4`Vf&yx})mOc)7-7GBI zqlMQ&hhveS4hd(Yei0h#XAt}u@ z9V)4@>7oq~kr4Rerx=;?xcCLJB096grVp$yg7V@|@O2m#fgW;-Uj=*Xg&u!?(9&Ei7 zl-UlYqE8$3Kg*f!yOd9>Xxo-Idj5X@ldxFf82QR~r+YBf)}wBM&C=QOXWJr&KzBLW ztsc1x-^e*2!TyW%Igb+spFj_Z7sx<&w4!V&m9yyfcgKFzFmluh*niamfM1S~4q>Zb zyo>k~0!o+Ow%D&o)Hj13FlPg35{6Q5%ML7JKlS4Zczz(w$&GFzq*I~ z4&w0T36zu{SyO|(*{@4Pv=V<8N%n!1g$QkLm_TTl`}T*ZIV5xWA_SBiPdQECJo&CE zD(CxdTpR293z+D;rW>R0LRKeubZ_{gii?}DMwc&*bLICV~_|Nb;;{B z8nAXq4yvutj9M9<^kIjfyk4BjC6bDoNtABD?|nD zP$@Yvpd~kP3EYH`D8uGdY_b@lk5b0&ACskb6dxH(QCETz#-rZDQu~6eU5r}rNgz9B z60`Ctadq+-sjtU@oz3M3Ft!FrGJ~MOki4o?*T_+R6l(aRbS`V%)^>eMP)fgOxecp= z4z6Wfmj(s^|9pkai$J;8W%_*C!rk4~mU9D-mPSe?_Dxn~PSaKq{jQeuyQ;{oiC9k} zZqSUE!8p=P=Yl#gqWf(OXz2o0{NAyWrxcLvZC0P`8zc=;y(pjRW&FL=;;dM;K3o&- zHfO9rTuj3CqNe46ax#@W^AIErBTygB`{r|>kVDA`(SN~mUkyq=jEyplyyvg9Nab&u z$<+yn)gMJIH#fl1G%dKqGP+qkf{Esa;sOBH3~Dt%QFUGP|$6>@;63v%sie@1}dxH3QYtaWz zP4EUFe6FhMXDg#j;*)>VfuZmJXf<$^usnjxPkJo!%xU>^hhScf`X=LIAh#P#HW)?g z`K=xze;=nuRHY1!0VL1YRc7nm9w}19nT$my6o-IiJ!gKa-;_-#H`?0_2npRm_lyb= ziNde2>x$d^OWK!O=MAS5E=GfWd1S^j?aLth{Sd%h;fN-WFyR}UgW0ukA+~|Ja>d!7 zD5q`!yoi;FaenaRf^d`Y>V<@bdx&m{@_Lg|8pC;5ZzbCBP(rI9F4?H627P_LOkbpO zgy6*7jrN}79)k;Tnu{B*?4nhLux9f2fwL7Q-mQLY2=Kn0ayq-W)R>gv$nC(6Gy&>E~mXm#J` zY}Y_L;wWq-R7}TpD&d}tFuDtx zMUyI1_In`Ti5H1M^aD?V=2LZ^7!Qrd>Bvc$8?jhOg>xhBJv~;%a^log!|*EMtC`O& zCO-|80V2>xt==f&X*x-+-bjhHdlKm2^CE#%MK-ZX;t8npAuji^uJP1HpSGZChMO*T z^_!RyXb=CP?e$#_F8JNDa|L+r<>c~`EeH(-tb(IoFD5AbvckV8R`2KKBc&TT^p4Vb z2iZ%&^BtvIYOrgpcjiq+mpb_q2{;JTZjzy(70ifs0rOp z97H@)Q@gRNOXs%$h%rPokI@&(`Me*#P8nASF4l=}S_0ig$y`LQxXo`|BzEped*}y2Dhf6cBDW@_s zjob;T@7I}9y!)QAflscljK~RD7Bot9;Y1^~+OG16(12TY| zduplG?^cHk)XctuI7xv)ieXMZ9?1L28Or6OjUsfbf`)uk*M2Ebta1n^ZisEQ}$r zZsucGn-5-;aX;ePy}t=b;ynx+jV=|*j8z{c-Vq<9`VscWryTG_5HiN(ek#x2$R9p} z()IGIy0tk0{Wd~n1*`V}wGUVI?nTZ(#CtKP!WbB_x6SZ`2+a8XAEO+KZQ8W#9wjbbu$$W+nL1#t2VU|9B=mSA2fTfTwZFj0 z^9XrUL9oG!=K2SvBNYvo)NCtzF6<~^!8(ToF>Jc`WOne^9b!1dDksje^eIUibzpn`WEbW7wh3jL$+Tyvgd$%_t0b zt{=CSe$quc%!_daC4+ZXP&$*k$za>JF4AXs?JE1<8jV zQd^sv27vIQaj&Zib=V@*zeH60@y+w)x64JgRj%v#XW>N;dZ6EXs+= zh8|vl20e7O$nOOy-Y&~c5COExfS|>EOh07*h6TiGeX45qqjqWuogRi$i2NVw=FIAu z`y=k|?Z?kZ49r427KSjCqcKnc zeLnVprsr17{5xI6#sEPgt?oUvc4@k= zIc{?l?sYTU7m1ImSe||)%tic266u08KYJjA-(2k`w#S`Rn%j+H%2)DBWhb$7m5S3l zAPF~o?4F?9==7X0cW-Vh4>szdg|FacRJ<#An{P-ia}K5-ls?4E8v}I}JzZK#{L22YEqJ+4_ z3$QEM1k81{HElocYhFC|GiAg^z>GXENjXkOL_7Yf)f! z;BFkoysLsb5t29X0AiUaqhF{OP7YcDu#)mBT1<=?>P!h2{cgz4b*;r!KMy)`y100| z$pc4Gu_+Jhlg>H}&prOooSb}iEy-K(KGM=E7Fp4QLKv5nz5B za3S@IMr>rN@R6`hv<7d6=a%kUZ@<06m{u6izUR11YiH-6gKKbbC>|Hbt{kZh+RGDz z{`>cb*X;@xA=5T#d`@Iy(nU4GHphb4R#-6SXyKQWb$mAF$7G@l-k>pry^}0u*4A z-mOu|ltuh!!JfK(-xebKnxhx!rrvhyswwxQq;?@F$;IBQ$g^a*$4e)l>db|@HYbQE z==0%8q(<9iPf@uDr>FFaMv+W1`mSuZs$&$~0(AQn;ZJW21%3cjg1y{4AeYVTB#|z6;}&8msUaqk=Y-8tMu$yg z!zZ`8=HjY7$_x!MOs<<&vFzqYL{AiJ-AY<9_fTNYos`fg?wG+1?_<8h%I=gq&52^D zi!8A!*Fq+jt=8NET_NR)4EE`|!F^Tv)hl28Ut?X-F}yE|bt@%pT@FS3xKB)vMPU@nVw-^|a}YmwUxr5n@D0K0J3h(=yC0;R+c-j3*#gh|Ht?0FBlb$QVBnX3fbMzXhK zn;c?V>ykCM+J^qL0>#dY&=4%V=IB(55RN1o+Y@J+AN9Y?T3nkdjh`tFCT|YAeh@v#gSROLKYFepZkJ$L~^T9p(_jb zCHeEfj4wM5vN-3%4&fvzRk2ub%$h~Ch1(%JC+iSifYkZa1J_VIz$z-ux<%mo3|BW~ zlr16;9%KlUW0jLU+z=2_+6r7r`(m-`{>fIbvod`EOP2k;x3-p-t459-`952)e$ zbsi7kmQp~k-BM_f78i9^zVN1*AnEJMnuPd zK!2~JXTbOBatw1-F!2`*uN9Z`KgZrID6qR2Y;6FEzI*WNo$K0i`YC5lX$9kJ&Ni&q zKX$AbN4=|x5g@`(7-RJ*wHn+_q8~LN829K<#fkX`Z`o-=PmRWNX<{$tgy5>v z2T3odGw-YyLgdES}ex1UYqx= z1AtJ?rA;a}*TT}dmSRA7%=z9Z151-a4edMTphcuyJAT=zYKB#2bUKCQNg+2G6OG{Y z8>Xo&ej#IMr&@)<3*;rKZ8}TBVl@Zn+~n`uj6Ps3b6?UN>Egk6>ms305cfVG%N`wpv7y+XNMLjQ%Ya>?7zC-H4-`iIW$DXc?(IV$Cub{6)2irOgi{KKn3@yn`xd(bfxm^6N8qS}?3CqD}Q$4BR% zs3G118<@})o8Nb45EdN>?iUcbD^kg)S)h;ET#~wRXJ%HxB{f~tXJsoI76`=R4B{v@ z2y(C{yt^@mcKEY0=no1eZf^nSMoJ|bOWy7p>poW&PyTc=`5HJqKX{QXdtgyXH`wgz z&HnAlqNuBnZ0_KY4i?>J6~@}nmn^kf_8+cbo64ud#`E^iCc3K9SlN9^F%X|lmJL{0 z?{TGgAJ27ZL@CzkQ~$E4Jbfvf+0$0nxL7K?E>^}`E@I)WSb?cvC3Bz1sz_5PI>u%Y z%sfb>)e&{K%t|2}=5%Q7d89%Tv!58{ecK7R=C^^Wb~j?aRZr+!Rwt_wfxH59so)Zp zd1SY$9zRR|fEUAslnzUjO^OoY@wKrkhf!jDg3F?X!A=m_y)B!{J&e5==Tg#>p}~{j zcHHQyy!E22A3L zdbiUP?%>e8GwIq+4XR>->z6u9RH5pIs70S$_qvKgge}&V!48}fhKzP37eBu6p0(;1 z`)rM|yBo6qCNMYa-6_#03!eP!iAw?@22i9=E=C$yCHjTSX!2~ z9Ca-#q0-M+=C}7YQAzOw*L_-dGYcIil zmlQxKRar+euQ4tk8d3i;>CFj74~L~v49-NxE66qOL<#PYRsi(N{;DKOtt8%bQBqg0 zEa15R1N!qj#8u-*zhtYK1PZF|#xtXUT^nz)K4k+)P+Z+`vr*9BSbLRcI9vq4*`W@m zeUXJ7ZXI1=mIJjRDY3rF!2h>cU-ODFy>8$+?^|tk;h7)@d0>1j1%;6HiSwXiA@9Tf zjuOfTxh~;@=+nw_ukY)y^8Heu@|LVb)Hu7H zikbV+QCSc~-4Js*e}5eR=?O^ZGm{yG+D(+m@n&0~EaxM##y!+UC7Z zHoe3FR!0O89UmOhJ8z#8E7TlrDUTB+Lh+^~;sCcfWpXf|pxCmG|5Z_~GVW@k^V zCd^4{3P7rDJ8^iUnygQ+4W6*gPWiNv*?G^!XR^E}bv(JydTNZa`2Mwx7&c{W{K+dHF0LO+ ziB@)m67fNmOKsi^jB(pm3Y0#|Nl23bh?Bay*IC?7UFCgN$uIBbRmm&A@!ZPyUBJ$( zYmMIyG8IHATCXOFss}!T(~6O0B9G}_s<6*17f3`^pʯy@3D!)lu^JcxT)o#NX= zY@-=%?dq~EXAX1rUpU6LQ>!8O;fd!K`BrlBw$?&0k z@P9dzf3n1Y{X+o(m=w6a6D)OA3B0MSuz@nVU@hxAXR2xBW`#rQDlg+$CG8w#?#N-M z$l~XXtFOE!knJpl3NCTRA?%DNh4=G5@@<)7O{e26`IO-HrY3hU2{(j3Zgz5s=A6FL zS?K9COpGP8NrPpv@kO~z*%qfwenBV&SBe(l6sF$E>a@d>tHHG|yc#shPBArr|Fmf% z`YlVN5%6#Suczt$2_VbyTmAyLxJGyMCTpL(Tzuh#t4gunmlUo3fq&NN)wRLH!LQ`A zmk4&7=)da4RW_+T6Hg*nWA+c2bp_5+kmni0N&*zsmhONV@tm7=ltfGHaUz=Tk~hr_ z4Yrw5YiHe}6+gb7nsT)45UY&PWq+a2N(phti)A^ z(S2MEbUH;-a=>Crd{z5Sn+l^RCZl&Aw8j}!ggzVXaD4Oox?bP}8ur+F`#aar5L*}D zxKt8*EJ@lv#?JEK=n({*X8F-L>}kskNqS(NZ^|vgy(R1^m0fc+*C;JHW?E^P8kQ^s z2LrNCZ!wV4-Be({p7+V*yZl=`mycycj-zKv4)~_%^O1Lb&P$qciCh?YRT#(8-@Na# zihfN>FE<^*A$q!8TLC@&3MKXAMbh@Id9w)fA$7%m)y0IrfsSl5u2el3`yO|x00*kE zvZC%p3TNpUSpI^0{=)6T z_`UN!#YFwx<9DhaYEk2YZuotlTX%Bwu8mAfI-^tY>>A1G{ zuwQPT*DwrMHo<#PUiGLNDN5_zdb5t7P1J}>zy`yf_A^0aK|7o6E3aqQWs6-EhGC@m z=4f(`{f2w^t@qAC=>Fx!@em0={&R3nK(qJJ>ZhTE+z4!d7g(6Q0gZ!XWsfuD)!jfe zy>i~L5+#Y31zmRQ8wxCh>%cR~H0zV6qItm+^~&7*!TwH(i|IW=ip#>qn$hiM=Qm!q zTMr^&3lJzFm^~#nQ?=dAn9yx^VpmZwk#cX^yqd)X zCSB}!@yfEI@)gCf;I(BfWm+Z9Ru$S+?9f{qy+42ke_1qvz5pKM?v6i?J9SG`E)n`g zlGY}f)_vLvZndD3GHGm(jo?$}ZgsyIn=|YVN^!E`?H4x)L&LdfUG|~mD-c&NBS>AL z$_BZZ3;Nf!Dqg8~0S_r+v{ob(=0@@rx73z6Ybt=d=eVT#Gn0MDlHvnsIud201nqTc zriIf=l3nZO`;I1a(C>k53wTMX8T??CFfzrO%bb^*0HsH~O#c`{&}7-OG@J22tVMu5 zH0XW`(g{Klo|oPe zR^m9M2C9hAK6Cs@s zL{ib>@KN*|!ckpQ{u3ck|LGia9tkb!lyMV_FWPPt2JDu_bO^4j zmV%y_chAa|7X{}>Cod^G0C^ti(1jl(FTBZ`Q&(?i%OYC4T&*b7Klt^?HLqfmUxu0o z2U}r>L#p6zHd(>C(oT`o?;uyguHKE3WVz9WNI1f}oKB-`orj*u@qujbRw9WR{v_;$GQn5fB^=(XETjZ|Y-Wlgt8 zTn~8Rp0Q>4x|B=)9Fh^Ah7E-tvc2VqrQ>!lLQ`0JefBYwS!!BU4<|p98wvMYv`w37 zk~0_m5MKEs@~9R7qMr|P@}$uKwz)Ni3wmw{gwx!vFPFk`1u<}WJ9dGBSZFP9vG0Y& zn<=q#76c5}>&y{|ZEiij6dv*Ic&?4!oBB)k@m!k}P2V@G_D6-gQOQ69Ea==KT!PWUC83a`i--c%)jr7hsi|+xu}yz>=vd_G&n~qz zDC+0ypRV8gHQM^QU)(<-SpSkIgCe+(I98xOW8C)+gw!L*Wcg3!_&0=aT(K=s3}Z&P z6#y?_ptX$)*aGIxp&}VxrF`StnD=-2hu;Iy{<&+gum&|7Imb7^6%D53zh`)RU6&G6 ze7cQ6cr_0bcF9cj&S!b%`!A}l1{G}&n8HTMx_3`(-+%M!6Vam*;|o!TQ&;@Z*mX=f`&t_iKcFuU1A@WlOG`cdGnKgtwTY z!gMBX_wFs3mQNRuzIYws<@bqwIGI(wSqs1;%AGi9CtU?Rx392HUl_fS7vd}fUzm|| zM|H8WC@S(nKxruD-hF(x6tH-MlULWmGCKRwyPp{(qJ}3q0JXypoxt{mFk2gX6byE6tPV@K*{A=G(h*k><&0UBD@Xtd~$hy2w)PUmU3H? zc;gs*Kmnlz@!@PBM8~_e17l>^C|tFB`y>cCzRc`f?{{7X*iBKLIZH`T2oUN^nyb^7 z#*xC9rtYRSNc08Ji^%6b<#{J(0ku<(`8T-2w*J80FHxWH&O@gN(FAa6G*2yS<-tbQ z&KiExUdSnp8KnF<>%acQ!ifMDWTHQxmTx%3o8cY3XFFS|y-L9tXS5_^SF9zsG)u5z z{;WY|voU{TGZ%y^2gp*+v)6*(=O?vXImaDSpM&gv{6Ut(wLS`sL4xGKhdilcG;Mc& zuebJP$aR8{ovSME%q`;G4jYB9$N;9g?e^tS!w&w>&#Mc2?IOX282fF$%(PG`%28qP ziWa@j4?O>#t|%G<-AM@q+t83l%yPyvT1Rcg%Ue(J?IA*=FI0ASG1n~cchc_^rnxBU zqLUF#UyN-z_d(W!!Ga~)2clzUtH+ZgKs+I8G|{C3h!hqpao#Bax(s?QysWLD7c0z; z^dB%9fX6_w%&kgB<-O-3bIBfICfs_XIDWG zSuR0#-Ksk%3JD+F0>!{heB`NjI+5hoihWBjm&#; zsLu0WNB4&`pVCl>)df)!T$KW@!n15MvhF0rS64(Qe9<42_>K`$B;C3Vg$ZvLMH2Bi z3cDHh1ds_7gOi{4aVWPN3;*@{&XkF{uXX9%BBjTO&!6}X2e3aufc)22R`NzASb*j8 z(b&J|qQMux77Q7Waw;b86I%;kJmw6Vg&HL`v$^O=Ec_H?IrmhkMMy)m_BzfAN+`Uh zlBDISC=wSsQuJq~6gYgOZ$QbkM}GPZUa*Iopf-e*vuUzB2)-)dVpg>eB=QmY;1WIg zdTc0}o8evwkx(<`N#{GM8}b0!1$>gb{B>0*h5L`L?Rc{pD8RJU0}R>E~x0q<^Iy$SvfR5SJCQZM^2M;+!Lqo zN~ZC4OZYk~eu9VlG`;~GnCbTIEaoS=j*}?F_dG(3o)Vv_*c1^3Ig&Ee1RqIZOV>3UP#O)cI4d4Q}g{@_P7qC5;%i8GI*!b$BC|owi z4&B!&LOYMEV9g@>4!fgFyBQ)7Y%VJ8PsUx^^$)puEoK-9=bKa}mllh!gt??eVKCp4 z6N*+}1f^tos0ByGg4&R^YD*I$KF|yNumQnQpDoOKvYki}ORVVP>hOe|&+yW?N)Ipa~GjZ% z)Q^9Me@J1a16ucA`1~s7gjF^R@y);G7lV<;=PT#@9k1lKs*wgsO3wDt_fgDVu34Pb{ynI9+#K89Z?XumQuA}CPit_#iTow?nZHW zB+UCJf-f?-tqJnvX*DwfW{+@5w;JP~{KAr+#=ll_6h&^>OZ2V@%*p*3h z((b~C#mdVMMu%rAB{n5#PM(X{G(C@=wsEkp5t>T#57QaeW9N=Yhg;W}R-X2^27=?=BWDFk8WxF6jouP#YYed}IO4~HQc|?0E_Yj zm!6M8aq}^6JV*f;KK(lsPm>Iekzv;by4KfR#fwT`pRWWSdo*Z86Qby57V+xoZ@u8( za!7eb5Gx>Wdh&%A>WU&L1oO#jD;{rCgQ6Pf8}a>^PxtHduvoYwG%^IwWDF2diMrHM z8@MY&nyieM9LvAzz!x|xZTx}%`ePG-K(U+H{|OYM*kXe_FONAUKnSYj9(^hqQM3JV z_@7<@~yby&v``U=euZRxe(iFP@ z{)HR%L_SD>RGC7yJ2YGbB3tl9%<@%E>vQgpehNk~$2$7}Lu^Q6)R{a<8T3VFl3^un z2usx62VsLumNLWPtH&pXzBWIJrT*(T-^Hcivp9d&o|ni=RDeVsB3c1{8QF{4?g%># zf%O7JxegIe8EsGby(;rH0+I#IuGg=Feu6)LnQq1hz?o?pmbp>ak_IWg(Rxd_enG?jHn>0jN`g># zt84xu{PMT|nLHjI{E4HAz<(ec{Apd|0Yv8bgx*iu&_6vmz5-mB*UQr)$^Kdc`I`s- zXPt~cJ^d3FSe>VIR672aS@wtFLtX(FcFQ6DH$Ry+e|oRq|JD6EIb=yB*=*B)kX-!J z1N{6e4$KZN-S2?#f0^x{^CNl+5k+{a7V;3$;rnZb_NRYycZ1o%A^N!i{^`HOk{}GO z_vtMHf6t2j`4m5X5*0<{d(P%~{baWN>D&MK*VyVqpmL)}72NypM$r+5<C?;l(9rpZvHtaa$=|>rqU^5;(Erou{r34!p*L}Q z%(c3Kuy{H*SSPqhfxQ1gdzeam=MrQ(+XdkA67ewsyLLO+4|;AqrDAMm(Ip6L=B}9-O{MHwDQ+HjeOXxOO?#Y!ocMW<6HQ%?5$G7>$=?*Vi>VdJUU#J1%(%p3 zW*lwyS!8uE<~KW@znReAUgzvBI50?yVz2&98{u#M-+Q=Sj+@ou{b9@e&F}sA{NM{n zbTZ)ao&R4QbtLR?L}wg5^RIqcz82BO)F){9Yv}XqvHaUR!Uu|Gz!9B$?)mTk?eBi? z$G?dlMHrl3oGdSXa!&r!J0c&L3rF<(@C*O$BKqHe|8;)7XP=x|7Oqq?@0NZ z6YT%d?x{=(p?OkGxsJ7*S0*jzsEE{>k1zZKLIRh8hA6hz(Q`&luJTk-y* zRIN1S(lq6SQ039>bS2&UUCQ?dZVB$=rW$FcS|*UnG7|#m}or-nWySWLK`YKTMh{Ol13z*!MjQ&1cr&+g5ePC(+Zi z#~s^a$&6<(t!j!nXNr|JtxFpTSt`j%;QelCI^(aH#3oSX5b!%&px-i$-zS|vvI7Qq zmM;ghyW~dmZ-j5Dnf5$2&c6^x<;=rw{ z^)Se`^M>L<<^&YsU#IKOFADnbP@{-HARokM^iHYg)2xW}zOA%rB>zeDkj+%2-c$Fm zv+O%WA#BRe(OL@rCq>S=a9_%2YRVu^3}XH~esdeYhfsFbzYNX%!Ajb->))haQb?WS z=KEVi$|kZh*)M`lI(VRZdOyi&7Q6G_E#Tel$WIn~5`y>Wp~qT-qiN^mZ!zf-oU^XX zEMJ%n61iEwz0fEBH}9nd0oY5K99)sd?cB4Mi*K@1)>nbyW#W~SO&l^W=Yo^@X*Io- z&b@DWaus7@y83QQuB$SAZAL8Bu5k-P{WsnBzq}hG6|zWh(?yA)F&Uj>L(_Sc&B*Y* zPMWOCEETbgh>ZucVoSr42(6@S%&RdQ560-NiUJ3<1+v7q(hk^j`3n*n$-#KPO;X@> ztBqf^0RA#fKi}B>D)M5IC5h2REQ z*|~pPaKmDOOuJ8er!^gRkiq7~e-nI(5+VKoIEwBkzi(rDvL&Q_h#Pdi&M{n>;@eY8 z8)mWBy-7EiU&osMO=cE*GgnTn@ZDN*f8v;0Kg`!$XG@RAR|zx{fCYH&h@7ZG<`vd1tO}QO$nEcz#Z**!=Xl$6)_>gwf|7_C$2~ z85L{k2mfkwG)ce_VD9$n9Y!zQc37q7nRtz9x**p!1Nz3?tl^8;di*x~JgE_p>w*i1 zUT|2ut1&OqXD>?RIj;__=to4k`58Yjy|^Fw=hmZjUd zjs^4*;G1i4j$RTQ$`j^y)t8*DN6TF5ApCb@Udk3>>c*Rld0|F^Y-vRXeIuKQ&#ks31hOGad41YH9nlY@Hllfe%~e4=EDSk#R96W zZK17eylo)E^gn#SAI|Fc$Du4mB;DiPAjEdtRe)c+(J#rDCvxKH{Tgd00jdjEcz9*d zJZ3z}|Khr5Bq3#a*kBrW@m({?*7q~B8}2=`z1@T1#i3(w&ZwkQ(;Kia5gm@SIn%0Hj#&h6N~Z0al_DB}_bCYm<`iyjL7bnAndR>; zC3lyytG#@i9Xxm0Hz4=d2FgE-r#u_Tioa|#LT^>-S&4m^>oMRGRAb~n9oF`3+U9xt zP+NtuJ6qAYfANg&id?X=^D1%kO{8LO5q4};$29AZkh2a%8$G-55S@Q1w=nKsESuo_ z$eS8$%f-C%whR53^|a$-q0d^UhHT8jafRU80UK$HkuI4#YvOBnsR~}dJ#QE4;TX$; z|KHb)=q%}kzcu$q=a$x*iKpDM^6zh;9gNTMpQbJ^ji|f0Ke{ilChSb06}GFm^mg*z zf1eb0(zEcwuCIIZB(GwntU~n@68Wf5jWZO{qQmE9C5TN3cNfDX&uX&M{P#+UXezV= zPFJ-GFWQ;5?#ytcruJ~14A>ZCqruTUs7a7*p~HL|T{r*jzppt)`4;2`TK1^ga{`kk|pq(etSfQeS5&cTPgivN%W8v(>#3_OVo<#mg2jLTo`6>mtMU+M7 zbn*-HE+zb%*%ZVXAO5Vkxv-6%=x;<#&+tgyAL8bh$euZ5&S`#om$Te>&*k47@WJY^ zmA=0#Xbg~MsHC`xX~1~6IEizS=#XjhXkPhOBaHBTvRkp=3}8+!Wf8#F$eM z<7kp;(q<2a4-R$zw*vw;qI3uh%p>ik7h^}G1r{Vyk40V!zT1VY?r+5_L))9Vf7E6F zyJG?LGEt5RF|Uo<`OmjUAHVvrdc8)t;?o%t9a_yRnm7K{%OD3emrR9~s`(@T4eeEK zvT1T}x6IomZQhxuev7;QbF3BH2R*izualxL^Ej%;q(`}iO`NE>%QTVUUnWthiJu+! zfGXl2PK{r)^0RWWTFuUh*B#@xc|55~x4!Ge=zJr~x#YAuIOFo9|H3;T&Y0>wEM^_3 zND>k>y!T>lrsDU9`Ry0pfPXfD3wFI9Y^*{+0y7o<6b~>th(ngM+zhDe()-v|C1rxO4RrwW=wXRshW0^M7qQ1-!G z1D~Fr9$SztmDtF4cRPy6#M}W(7{8aVUd4kFL>j=$aU!9=D+}s_N1sn6DixV)gmCE! zGyAX!326hA#b&?CYNqSdU@2vn0S+wy0B)Zs&>vp}G>>E!0`(`P=4R@Fm;a|jXJP?q zxfahCnEJ1c=FVso&fi?8K^AaWH2|hBId7O}f^glE-$y@oWyKGl$4zeVZ)D0oP)`b0 zUG!UUm8pGFwbOEx_uHjbChPBCnngp8j$87{#8rc1!I_%l8(SdZrg6*4%YT0pyVNNU{r%CaAp^?kVb4m+OtYV)th|nCIqI&kJdok(jdtWlduhyKa zs;s5d-9WL(q7RH03V_a4%^wv>FwnXLdX**2ed%g);AYdZ-CRE*#oh=GthG(!c}A_z zYP3TlHQ#^*S=)dakRX*o&8@=n%WBihGcOknE!7*If^v1K#_ihGJE<=mEkH}l38cC2 zdN6@6P3C#+cpPgGAyek}lrG;s@y}TWi!g5RK-1zK^HGwk2^y_>Rpjf4Fw@(P;@944 zx-Nwvcdj}kCj#C-8m9hM`L8#?EkX^%AXVPpqP7^X)Sl|33*_T?PUp1LZA&lYqzo1^ zUFh9L^bGiQ`YsrpF~KFI;qB^l-Qel(&O6vevT|r){3CFs=Ilo0&~EN%Nq*6I0Byaj zrro#xRs{Tc>IVbul=?NtL!)ZVHuez$MjGswJacBi@x4L`g36T&2%x)c(@*QQisgfb zy{M>HyZ&aCUJdR8!NGkrVgV*rL;3RH;D0{-kg%ME5=n9GsqHNYqPw?t^{Rr`IV!L~ z*en1O3~i9wg?*tG7ot9pXXLlgKelJgx+3}fL|jMI6^sv$Zc(%#(`^?%Zk^9%bxTDR zOjyui;sro%lQ5qRv#6EWQn_?pH*9=G2?>cW3K5sg-ip;61Hlafu@dlhKQsN+$N<1v z(lRoBk@stk1IbIRKTG?J0jTaxrRZx;!5%IquP3G41=e8LoyZIGjNtk;CR*IU&K}T&mJg|GVH!x0JkYag~d6aP`rq zo{=O#JI}In>1{fF|8nzzT3d2ObrI>A4fdV2wY4``lz`RFn(5+bnHsPV`T^`c!a@G1 zVr;U`XLK5tkJ&`hW1Z>N*+)g*8?Qz@>^OpaHNw$4;q8ScohKbmvdg^eUsln{(k7W! zck`&y20i0FOT8;}j4z*?^KM`_iwU^OFObkpj++cJfez+ZhG&{ije87aM3s4>B>#MW zRu7&6S@V%BC0KZ>Q6nAl@h^&X&8t9m_C9c+LDA(L#>oB}ud};3*FLu0b!lyZmxCEs4V5Zt;H@<)5R%ruYTuTynEIt;vAlCb7%BiFeT^$*zS6$$M*#Ys; z(@LB3{c=K1YgRHS4y}?4B;<(M_Y8>2_|cisZhRkTVNeev-}l?Xr(i3o3aR#9z?P)tPJQhG(gHuWLOr)tj(Ue(z!H_Ia}%Aq20Ry+PhbV^H8d|H6QCeuI)}8 zUpNahQaDPA&!+~O{1vmKoewIvB|wrTxNNc0O79?FKX|=;S<2t%wHQ(cO8}F^Ws3nC zz>L3MTCd~UT-*ULwM~Bl7!i!IT8m`vdKz)%+T~!rA5jbD($xWA^24eiP}z7?bh0SG ze(_V+!njh&+HF-z{W>@#zG5ye>>u9?)eb#^x%_GWve7uJCPSh-SGWO)y>T=a$5~$o2os6IZ$j2qii3m6 z3Be3hguIOYPC9dL&ZLrJHH4h@+AMSs6X&6Yt!n~1~5OQVXX{cZNcMHWjj zMjW}*IeL*+`3n>}fln&RmjSN^aTAGfhCF6td7NQE-~EPfi`jrbg_xU{QASQI9@l{s zgT??28ZS>74nJ{z{@Qc*K!K3<>8JL2m;SlFQ|jks^z8qW!Of3Lx?U7=>5=obzB4kW zn|@r+;wqQ0{Ld{z{&Ezb+zYF?}b_a2H4ZamYloWP>zZP8{ zLYrG1xFTb)fAP^^k?yeOTd#$1)Ztys_=fs857i=2laquUJjE?Je)`ap?y>*;gMfB4q*@=tNhLXKE}j zh~YJTr5RoqkY9bO^|2K=1#1*H-6<)T;P;c$xtH0(A9g5%{6@KP*g?dN;LQY{ zbGI|Bop)8Ii%A*M)v`Z=KHh1i0U50;55NJ^ec?!RG?z`y^5q4!1)Y48ydIJbKNoiW zNmRg_K}iOeFZ7h#1-dQ6Jc9)KtrB{J_zP#92l#ES3-j48jm$bfN!VP+ikCm@D0bJtCuZt=>EBE z;rEvPZr3@nj6`N1LB$IHCyH{0N%zXefly07g3=Aq=K;=|@0Cl->|0)Z! zsRwaxNB7S=3!qmfuI&ecEfT%sqp>XQD;nE@5FsDY$O7vU{G$c;y03$_oNfLiM|ADBxfzsPi5zz$GL7%FzNiVeSWxwi@b9nQ_F{n^9h!Fw$FTz{m75tmyUgZDxe; zI}%WaUC{TiUmlBE2`(t$1(7(jC5J-T=|^9*HWOhg_vdx@@pp%FmhW{&3z0=zcIG>N z`_$yRkCi<9-@-HdA6LQ6j9Z=}qP0aw1DitPLmJh~>@&gWBo1PCR;{7aWz8J4p8IOM z_T?1=9Yx#y?L zOgcitlA7?)9eW$J)ovnWlI1d(7nj-5`O68|C;RQg4nui`>Y`6X(!KXbBF(FSF>Lwq_sq~Z&&wO#`2m7q$Jiug4v0DAgoL<-#OIhF*kE4( zK2I8`013FJnw`B;+pZ&RGHjl?o2j@Pi;tOd+Nv+FNGW<<@GZO|wh#+)skaP^L)3G0 zONXZ#idWC#m z2{(F^bL)hCbk(3ktA}Xb{m}KgJeC2h#sMi+u8sU~W(^F7RZUEH?bpI(B~?!Nf)JNn zJ>vX4H)4Vdxuoo&N9*&1)$`?Ane@$~w5eY>_U{8>u|TiJqxyV)0mo&H!j;wcW&0T& zCjVG_a1-rD$|;(gcRE@}E6U2w&Y)t(u1bxyV9vP4Et!i9FQLaaECVb8eJkeVs) z{&sUw;JvX0ox45<4{-#ZD>KI7q1@FU$HC-Ry6kw8o6{j91z^MT@7srC_qz?EW`GN?qZGU`=1K7h!lEqj{mwh@=-V&wDZ z&znv`yyb7sJc5_4;>cMgaxv1hMrY_XR8%Glit2RU+!?~&@QEK3FMm`n_rPPfW4itG z{;}lU&E@>X6@n2^Z#Tx=vVX2I&9cSxxaN=x!HMQHqv?gHGFPk$AFQ%QV@QJ88vX33B^%Amn5t6TOwMIN-Mjvc{!ozBr8n@H*xEtREA4`;+;-$>ng= zXG0Z<#_0KYzw@t*qI1BLtOBm-{f7=qBN~w2e}HS3oVsYa76g+YMm{m#+ue2oeVx1?A^1XHa3>_5AzxRvF;N)aVQT>rfk(Oe8nVdoXK%~IKlM0 z=arc$u~;ZSda%S$Wth_XAG|EY%Oh9qamjht%gH$koWscPidNii-C zy(wDA%R;B~4j=-3jG{;?ItNy+Tii9Sj+wP)+t}_&(vy3l&nLWUqN}_-7QcP{CR~xQ zdL`zvoTYGG)kNp4(3iE6kr5f!fG9BTW~%c*M>Mzh>8cR%p4g%8%8yVdEH zN|Gh`Lk%+k`<<`SoE^Y6lz;Kuq z8~Jm&$@|g|Ksuz!{u;`cTAzSA{rwi)956&sj*caHVqR`KEe?ksE_dui*EE8oXq6Mx zkpeRi$5QS2+UW*@aO!Ou`j>+X6aTb)gCwrZTY3{jP6M`zwkDW)AlEd z4W7QRkpNPtLzUKg2-$TTSUwiU?1E@9hYkfuRW(+?O-cw(Ci30K6X)v988jkr4^$#m z)0SN{1{^2#5Cpf#{*3QyP^|rAQc_Yfx(5o{-YB325dt&Wj*FTo-iDdY+9OBv(Vk=I za`TZIO2Okj<7w)y1rju$S-Z)PmQ(hY>CpThs?5f#)Oz-3vDjxZ#elDuBS_ zytyscL7K?}W-;Ej&~}u6JYVSE@>=hP$COa@!PS_DCGN$gcR_P3#}5ZZ`1N&`kF@c; z&qg{6r|VqpF{PYA3LNmbd~i*iNBPLxG-8-rMB@<~FJqhz`a zr}9VZ7=s*d``=VF2HTpFM9?ld6yB-p85@)vg<`{^gKQJ-j|B^z-kL8beC&6hT&%k} zomfXv(jOq(6K(8%Q_v|Ns2}DVU4H&KsD2Ze(`{dpLIoay==k6v`SK_gLeq0vJ}Y`8 zsk2$^!*D@jxufRE;jSUq%Q_%MYAZ`Ox`hgK7~il4fl~!Dhe$Q*U2K$>uPnGLUbWK< zX0lj~6MMbJ_efZ0GWdB|)Ml;8i(hlh&+`zVH%;_DIKQalbPuO1(ufV(B-jTd!Eb_( zxGKy?*fnB_HhNjqUVC4PhBqC_-uUoZ{27=`IvRWUw%GXhn^u?^-msYGd*Kc zjnPq`D3q4b$kBmhd3WS&iw0Vhl8|9+t1%YflXH=GHhr+u+_xKf9G3b%zdFYFpEMl* z?i$s9-$!Lxr25>XQ=$l8Sz2}ZT-y3gS@N&#T)+?X9 z!}p#?esiv~pm$Pqxh8tN`ShLMkb49|7}#5iqda%eb)O!BGVTYkjiWwr2fW>K*KNqg zP?JfW{s$XM%J@CH(|us^y>vU6PE?l{`m%CU^Bz7{$x)dY6IA*dK~Kpptk(rzD%Ty$ z%~aeagK9M=&v-qIuKrC;V=#he!i0B)?prNI+y6`S|Laen;Ji-ls^J^R5ku}tB5aR- z@uou|{Y0rj1-QWJ0DHg{AW$^(&7@QVh|OexKb!x0(SCXaX)I0_axKN|i*)S1-z%lR z=6;~*xU!nNLA&5##a}6%VbUl>$7LjyVNDIjQ`O|`+Dp+dH=TgPDARhNMb{&P?Xj*A zFwAYg{2b$xz{WI}s7Abfu-LPVB2&|zg>Y|PAsY>ZxHrEAopz@#jn*%0cSeqJars5| zpm~e>6HDN;?gqH^M$OEa37M<{5G{BHVob=vyT((YQzw3#_6AYRm<_C9vZL9wazTDv z&rUR)#_O`u&*aHRlwf4h0k1b5SORvGzMv6wdI3t1p~YnAtqyg4jy{f>r8|2yf>r-+0$FPzpXcGu=B(|JlU_x|Ecx3c8}gvdt(`L(2uv~Os^Kro9+UL;uG=pY zRo&U3Z3@vz=uXq8dSh=~RGJ-dO9oR>rBtDO?AIBYnZVW5*n3q2<-64Nll!m$yJUat z{a7p*zxa575wtgw#Od?oDG&%R!kCDB3U1Mr949b6k{#-9>VeUdKxI)L=xX~KPoPn_ z(#cX3X)LnI2m2Vq*5Y%Cb-T6M_sWSs1){>Zsd)Fd&qbsptJagcAUvmO)Z7FXd8rwy zbV9~t|I!mA4M9jrBiO$znTQ_63cfRbRs|U66Z$wu?CP)?9D=ywMhUo#@$mwa=*w!m z*wfnbjStvF2VJG=zdnMoDO3NA^{PZV!i5qq@uxd%G z!es)~o5Ck+N05SVn&~unv=)KndaLI!koT7K(Kxm@+T9p|CRmOi`d_-sO8snfA}QwY zSRch>>@*&nkEiwI$%4n?965GTODD*w+XYg`K9Ah=zfYFxjZXtJlp4@~6R`2OJX*`# z!dNSD-b;}krG!$Eb z69Hq_Lz1Fy^6i&3S6-Hv{+QY+JGTRbiIP$mgf4+&(EIn-~`m=zcjTB8bIu&m5PWH+Lv-hPKjMNxEEOqC!YP@<1 z%sZBQ%qg*3mJcnTbg^#w(jAL|DgTG>5+qf{gVJEu9Mv@4;(6MzS)l>6b6gLB6wPEQ zHke)d^?~pYCI%gz07NdP9?CN2i zfLKlbSwyI^auDmjh5Ys?FqvU}>gCCSyysH4;g4Oj-$=Su`f8Nm6!>kt0{1xJJLBt- za@PW(AZ&T{>MJZ1uQlk7;p-#14O+#`poTQQcySieKB@_788};)fk;Kevq@xw#Wmz~ z+6dU1E~BZp4rdhzoTwh#WgK;@rrn)tMQ;0V$+UY~9_zm+)iO`3INd}60wdYdamoWnkNG(fvn!@DvVm@` zMG-QyE4VClkgScCd}XV*rMGM>Jmz2`Xl*{}A3y4183;?3JbFA)YKM<{A_CUyl$4a~ z1gjurRC!i|6IwXxW5J34aWV)s3(y+hT* zue#_(2R7uGDyq3hT2kL@&*R|W7|4)ei9Z03(-Ee>U?gu}u5`1af}H=gxjv;PaylNn z%nt@xFzPX)u?H(L;olt$rJtB}YeCfh0mkV?U4L(h#5ge{oJ28TzQHR8RV zVX+!_itO!le`7;>!>s6TCXUFYdz8rLer}{#?#Dv_F#s2=XpMQ`73+9Or0xVr8qa9x zguDiew>U7b+vB%tYAXW91+2cNcdo#I2Etz|AjJi&Or}Zk(wsHyBNb8np2N-v(2t~1 z;1&fGP&Si1Yh<4g51=RxA_B!Afl#(_6o33U5R|x7DQeU~?8AU{=dYwy@3}t$0KuzN**WCvn2f1>@{q=!8!2GI>(&^t_Ggmk2nAaw*)1<5IV_~3vXmVYaQxSl_N)fx<5=#y& zwz5H8N8VA6Z#DoLAv4g}hA)4O<-8*}ddBv87|Xbazd(K3z_zh^u!rMgkrjibE=B#I zxz(pz1oa7_>&AHxFW;)uh&xu=ky$MNG^KYhGcx!OB=Fsxu<-CyfQ@)ws8Z`>8O5T; zKESa~4XoWqz_{;DrEA3`bfN9<^I4f{ko&*yW7Tc@>?Bu8nmkaJbaPJ~s*rUEDrg~9 zuU4<=xt~27dU7zhJy2eGV@lZO-ruk-|KMc3!9>JMf-CxKsnpd~)&d=p!~%1o8W5B(9Opp<62?z@xzbgyiy_7^nl0zx$lL^LTm16{YpFWE{CxQ@M zMU7Qq_xBD*O*0nIn@rc}XlYowr)C}AG%pT(svanH1-RycSzm1XD=K-iYqc`89N_|b z4;)w7R0>``9O*P0=4+QF3dXy&HE~6$_hK`r+h4BUzfo41GN1!7V&4<~nxT*-X;PNr zy%#OJ8!yq0?`Hl^d2Bx7{wHh;kG04+{+~vb%pX-N@`nm#A^K1B+B55wf2XC47g`Pw z310RU18j#RJE1fBoj)HaQ}fTSY^+bATZoM3ce^XFnyDtm@pf*9pm?Z_D%+!VAtrO# zTB^3$z9M(HkXh^dYqzrJrNEGz|@1Xw) zhx_;U1pifx6N9Tk1a7TF415(O=sC=Lp269O7xJ@muYlB#bC+znJUjD8mz_wwF_3JL zG+VxG_eey~Z1h#`;$@B@A+=mx*<2+#8MfpD6Bs0+<5R;wAT;{x+9_;?=aNOFL`vko)ps)d8lYh@_f37HV z6j)T;^+Y7Tz^S|z*09ek0E>!u>ACOPKl$AzY`Vh4|It>_K*r)-0?m%xDBDuiGA9{% z?Kz{8rTLd|Elt(>T^iFbx1_&yi@yxo_xl0X#00g zj*f0xjcGFXznAHMTCtB9I45?=P4d=<`LM_e4gvRqv4ME|Oh&de!)nA~+xOAUA-V)5 zDh_F;gnYt)xTvV5<;w&+wUR48J%;lmmO6ZBMT^zqeqLtw5YmWS^Em7Z@hj4v`mSyZ zmm3f!lD?J@L|*-7oLA~=;!J4q?u~4u)a3i>*Z{+Gd^VY4%x5dF(i5P(YemPLC_-ER zWP5mk+CIaKC*2TXnJIXWEeV~zqW~BQ0rOj->}oxD?`;Z=|9`M|j7A7)!z3MIcnbq= z#eSMITD2*(jg1iZ`Fqv<&$(>c126c-f||iZ`oQ#C>N=mOYL{lbq%X+Gn2y{;TPzk` zIws-u%LEzO-$YBTE-{Jemqm!r_8doj`5@}v9Hi+K%*Vv@GV)bwn&GSU0vJn0$j36Iak7w`j6V_fgM_2%9eDg`;V7vWdsCx3D= z@i*Paepzkia2%=Z*3$V#Xx=EPqvJz}yO!gMY@>_%VK}K!xY97SaIGjndH)~!5DY^f zdQ5pc{||qtqyKAck{%rImizag@^7v&EiG7FyNM@qP52y{#(o8brvR#1}e4m4Y6FQxGEupg7n$$ZTZc-K-ik;%jdwtf zk7n0=sogn(NG>?sKp#F4H9B9Ft7T1M*&hv)uW8P44!-eG|Zr{7Af-X!n8|4EN3Z#0~BNvzgTO^pw zCBC+{N4^(!cY;7BN2?f7Z{WWsGv$AM7%Mrtc^)+v`nxkjtSMxb~IR5}_s5L^Lj|`Z}$Q z*WHQxGY^CL#jX}xd%f(d{)RH=`b!Bg!@`}DfiGQ|WPv`)*?!TpGZ&ZD_@wp( zDX*iDxVN-Exufz?-6$kv##$w@o0=#zBCdQV6rwrh@Xn~>@6GDJUhs8Xzo~8}{*SZA z1T?~|le0!4>M$XGwV1AqN^+S*j%y)W8z<5ODir+p9^d-ZAbh>HF(YUchTtB9jdApBFoYf3HcFW+u{Jz#5HGx$>Ym9*rJW*(GCEZ< zm6#ALo>Sy|quLxPEaZf{^pr$iwv?!n|P_44|( zv~kz7J@;nDz{a2u#PGcs+1|&-kCnQvv@f5BLEr|SIsQD$=8T*?j$e$gT4_EmX=2Pl zR33Kw2tR`O?fhkNzb+e>=ZPbo-=jCZ9D=zQ5mdPP7a1b-?0lZ0SuJ%Jg*7%|o@&c4 znOxEw+h?jq1l^=+;CKQWTqD%qkLw_jJD<7v&H+3%d#z#{S&u1KC0vVaeCN7>!u*6Iem^knp^i0F2nI+dn*>>_nkG;qa7L} zr04&|`rMLalbVZ050oBEN&Q+Zx)t8WAIo%}Dh<~I17HzW zABRWC-w$^w@W5VvU(4O~2E?2xlC5?^S{tlqe@I$;+5FyQ(TVBjCTU@+NFU9&UD5wk z9d7S5%M-8S%S(U2)E$ozhmgFTAv%zq5^Oq^@0vyBNeN$(Iw`dEVNB?abG%NgQ9OSI z(65N)y;|BMG7&wC{R{y`Y7HKc>M-|PpQs+md1$M;S6GI<7rZCiGOQe(AdKKCbrV6I z<5(?Vtcg5G+u~<}9O6k+Hs3{vx0oAu$@FTd`Zi2St&6fPy`Iy{lu#po^=uSs(`)Rl%d>W^|EXN2af|6?~pmtD9%Pk^HtG3jXs~K8Y#z80rf7MQWf<# zLhX5@L6S{?-}K5SPE;)0p3yDNpWCk$CkAcKCOFxKj4c zds0@;lWT8cNb3}7v^)W;y$?4#@;&K|{uhW)2co*m*cGfzy4Jw7;^?RSDbaj(A&dH z7RCuFADk2NuUWEx3@K4@!D30g&M@*gQ@Dq}`MU1WpBaIRu*i9Oh42fa*$Qp1wNM|j z>F|0US=?wQ5f5)!D_@&4+OZjKnoe?kRa%~QjsOrTfZ=AAEDY+#ROE;DM8-WhnVU6D zE=VIO<|!`U9Q)-su)|k(EBVZp^#WF=6sB2bMFoalF{wsDatvUAOw~g1=kKYcK#xot z{tpe(|D5mq^G2uN>2f{SYznnD*;RTI z>-;@EwQUMTd^57xd<}O#$~O(S47X0VnE#q?=RHS*5rAPNigvjnzwFFvHB(yEag1iG z?O@IFl<>gH&&B5TH-X8w=n>Oto+6m7t~kNym|vI0DAmCKx)1;HGnseb zdbsNRa^?0lK~;|}$KU~mrX*I+Se5xgZRRG`p;O6uh@PdFJEQX3@3&^higLS@1ac6e zmdUD`03q$p2s6MHV4OasMAzRJ^vCx~I%C*)OmDQHU>#Tv2sIrZ|0cS5^2&rX0X{_v z7zEZ3MgBiZTeX|msq>g1Mx*_KUPIkTut%X@qwairXy}gn?n)-`tC2XgIICw6Qv`P- z<#~_WKb*W_CEJ6vQoz*RvJ7YoJ5Pg^VXD<+O%B+ba<+5* zpPADC9&h*L84&-bF9u{f9YFRl8;Mxq>G>*=@JY=ZSZ6GtUuiLDu@uoBsg{;!+zuo1 z2KM7-z>*`J@_|}mK43IHKYWbfciZ{GsE|an2Sm3O+G#7ryKWj#GUg*}1Af^M&4`|H z6eI00r|37fdi^68)mrxExA&Lp0XN9|H;KtNL;sNnb`_9PekMRZ zK0n8y%);Ei14iT+xlrEL0eJLCMBvoF*-?N1_HmAdSToO>udp95mwvyRYPvO`8?rG~ zucbOhFDxv4zt>Wn3H8YxpwKk|B3bY>fRyPIm$MawjE%? zHNc86{KQA}-o4e))N9ndRg~QM-5*ZxLEqt%8Qmi)tXX-0@Th+CJcOnnz$tRT&bqVW z1g`5-Y4$?~>^K#{g*&dDNV#z;ivmE0Wnj)x-5JeB&EF&7RD@ywRao}ZC$|Mtn}gM@ zx8b%MhqrXYMuLE&OtQ!CfbJE5WeFD@O$UIS+{JupVC{|}k(#Vp?OBt5OVy~jL7ufcILMVckb+|v2z1vMQd{UR9%;Q@|0Wu0 zsihjMrtA8Q{3Db_M^05s-BWD>yZ6WePW5RN)e&>>%D z%0$t`jPQFNmQ4ZVrI-yIta&F*dVyh6x@7P~`HqhxYJHOBC{Nk{l#lF}vyb`Tv)m19 z?|dkuUfo9h()#*n|4ccH+BMX2H5Tgns1G)9W#WV<32O~=bV3?)p&Nsyl6bW-LlGsJ zEJ))MjAeLLrJ47Y03U{9rcv2-aE2ZmH2I#Yv-EOWO;pj)nlG}c7t<3H_XGNe<5FL< zXr}w=6+#-^AmIPt9LH;^so%||^avmUxT2@s170jxjP3$k-2lI4611V^xJ;rDu$C_k zBAw+0jw}Vb^<$GJ_q4NK#9kN4=sTMIO%)x$kd5&$vEse9u@7$VN@*ASc1<-}2(Xl1 z``m8Xi&>R^e1;Z?_jN|V5v*ff3NTg0+S~a}298b6<8~kHEcwKh=#ZNN4qt%1j?W!e z6u7*(7P0y-6kQWv0^qGN$K(mTlWde=6%&x&uf03Pz=4&BDeYs8x&(mS!?;kVrntbbC~K{7d6XPOgo)r!_}2uDuo$i7A$ zNnPlCRzKsLTVueNZ({NHp(;xQjETs=w|q!LihiGamy2 zP-3LrZ6{Bb)VcD_6W4iR2j2B`w2UmvxSS#FW&g_O@Poa1C;40 zvcXDLVl>7y1;>Y>&XerHt3JS^U%|n5F$7TLQagIx)zOl4WbZW6xDMM9&`$-uuQLH& z`49+Ri=wZ-*HOfeatZBg0WSLSWCv=d*_Q{PE*igK9>4^z`pO$t9x-ZI(ELY z@uUDi&2F8nJ2xr=Jao(84YO%1$T1}wa<1Z+22T+(;Pi8T!&CIUT`6sY$i?fAU(VnB z_gDOnZ~U(f_rP7TfZ)1(r)P`LmH_L9J5-=CvWUiQ>(*qKDmjR+dwQpbF!Z zfUH#nsL3*i<$=%k0Qio9bAJnJk7sJ!8vx=Ol?i^LvhT6U^0g{^PGIp5zXE}STH|NP z!BXjjYi!4!#Z9DIs}gW72aub&OUE0w0dp~UC!&OeFpU50aTNex-)DJw_R=AM&&2hB zT;0pBacz8Uqa=~wqIj3FKP>tn*q}$^MHm)>1KTuaBR(dy+)CB$2Bxy!K|YZThY%l zfHH$^sBruh@YPpvSX_E-zLBX_U3{b~N|~&R@;!648314^QWg;|3ZB`od>bu8qe(W2 zV2SEYoeEc}dGj}A8T~Ll2%gpB1llIO2e+H=uiL1$zgsLLWsQ(jU0do;FSQ^7KsFm9 z*;l{j0kAkw5MK6XaDv`%v&W}~g1`;%KFU~qTUy=`Op1K~D3=FQT^{Zgpi(viP)~$_ z-$rBc5vaWIv{3q^qXAw%b}DPBSp zR%}Op|Ni|_u`5Lg`)>qcAJks|1XzERd>3l4XD?>4m_E+s;`P}LO&2*>J@J*ZdZ`v{ zC7JzgvhH~vbIJtgubrT)4iW?K+8@~pbi%+isRs0tfsFhu>klwgprGpQZf_6|FQe4k zynrkK<3sXwa1t4WZY+%e5L#cQ*GE8DxZGwpUh;`7f>93N$kcSK?2UdLpezV7+N9I3 z-?MqC*X~0AewYqA|E1Z>2~qr(YK?~579gT}uQHaE~hNtM4NT^Egf zaX;V}w>^|#I{ED3QlzA}UFKHm_DT0*Wpqytv!^qweXeJ1=Hz&$Tky89qjX#fz+qcO zdjZyWin@^MyPf(^1yLgpRDlkWeIGKj4BHK(C}Fn)goqwFuDsGYI)ypYZ7N0Xq1&Mj zQ6Uaw;jhKTkZE7&nLlFla7K@&m6%&dzX;l5WOOq`2XO9D1()1a_r3qoWlg7;LPC)w zKjo1)@x>hUq99Z6I=8*k9x^ErVNbZYU8lQ<95R7S!2|^bx8tYnTS;OK3g?sD*Gt|J z`2PH%2#6pS7&<2;7u2sqLp0yQZa?Mvs_pM{+p1tR##HNllH>0FdI=j6l>jUk{DuVb16bQ29WSuK{vRV%UckL#e=DqD1QmqVL#o!NE>Gb z>U0$FWdFRP(&r!dCcvc4W>;l}Cn;52oPH}ywv1hK8t6IHE&Wj1W@yj>F#I(@{O{?e z(<`LrG?BNt`ddaQrJefO-vN{tu!5Dq3~CIC%7S-SOn*m~e@9g75n9>N9Zp(68P>;K z=7ZO~E)f=|KK0ie%-Us=mTr$#PIotM3W1EpJc|a@Z;O4oOIG! z1-6Z&$Too3HQ(wcjHP@{i*f26(RF7VEPEffepB>q9sDyVLtRN>HzBA;%K!wkDajM1 zvCYlAgtH$ah%-(csV!%Y1g?&N3O-^}7gyE?KLU}?|KxBFU^7{|k*Oz{pN49_u(K(^ zKe1|*O4J)<1p~>6Ny%U;W6;CnjmXM9!IW~Srb|SAgH_Nm$my?!7elNc2r?9lTY&-* zCXd^~hQ8-vc|m~Wf`*fjSaYzVO>m>Il}p3Oei;~+aG0U@e@`~_R?@sbLuIpX6bx^^ ztlgTnbYT^nTb2YK_4*$$zI2kIw=Cl=t{a(rG07av2l)?WfcGqx7MSgdDo0;wWLB0a zv>*Z94EH3B9`N}Rb~`OkcGbw<4#NwGs9QTb{fMP*TS@4LdRJ= zHxg3xFE`Qvf(}AnV z=XM$4+hq{zub}T(1RJ+j1c!nPs)5&ez0}uA8 zP@Yd#LDvj!K{A(tsa{oD(9LfULfh@TySYdb_9jWk&KDPj&+$b;aaPV;U>;NN`+R-e zXfgIQ2T^vcaBRXfQCuV7xN>7^LKIB@3P5E=HeTg2NV}p|fzt>cFH1Z}tTi>8&VpMW zDiM{ccD&5P-*A<08JOc4O&?9|bHTz_5pdb>6paAZ^sZ72ai)sOY`W2{oEj}kg(FX>Vdj2&$;QAT1T%}l16CS(b zs8gmpZUK`s;=yqLrJ$B>a~riD8^V9rabrien;k7z0ll=Lgz~0!o+w$mdeO0S>nQp2$rO-@>8&$NY1QfLr5CGo8qa4;J9+T25noec3->YZG_*oxpFOGxK zBp(cnFhL@%-Y6Av_mP6o2m0kT_KF7JmG*TV@F=<$0C5=~rf-DvD#Z}Mu>Y86#yzzC z3GP4MB?oQMqB9C5di`Mn9PLVUzxvCIgKK`9xo8L5)?=_gqJtZm_o_Jw|<@O&dm;d}%(+q&>i-gVd zSy?)X^}X`dTd(TbNUs&aZQTn%#iD4jy)Rz|;~H|_quE^G`}`^Aez;8JA3w(X%3Ohf zecT9YU*w zy%8wLVykb^Y=MkubU29o%x{|pX2tB<5+1?>+U$;J1?WG{T+T(;D9w0HV=UNKN8%?P z94nFwYsmT<`b2D>9myO8`H1;oZFOG*?zW%UfF4!zy;nsmAO*oFxgkc9t=t+$l6`-t z1Ax6ss#t`zkI%DMETRcxr!8k#RGFy(YUu?mNeklNuj1<6D?%72wrpJik#j;cHVz`g z=1Wf;Zij_6#m#sEUS`@0OE5L70KL4)VZ=Iy+U5zA^J2{gb#)=)4ri3TePWod<#l@j zkjbOR3nff1vcoDJ5!nnxku;Mu;7*=(a=paTN$7nglxj6K?zRzf zx?5{jv?cCw)vi{jG)g<&)FC6r)eL^@^ck_*YZ6nwD+W87zUqX{DXwv&=06YUe@#%l z+ZdWA=Q2>`T%_8+YfUYSijcMr-V`frlldpg&~+dx{gwrWL2t*73EwFga{3o8Z6xj{o|+ zDgBt4&JO#?wL{KJ-OlSI;O(?*d5O}I^g79 z)AYJ}JqOu9AJKe29nL5kT~M#V4b!^CNlj(M|0S<b-;zyY z`f^|hVU9S56H;g>SLfC|US-Oe$-p&VLjY|$8jD5g*U+EF6D*~L z$#jxkppMs*+lLizZ_)}i;{tQFH&cFkxa}}KVbR?W@lV#TfD?Xavp$G{FkKNRR@Ms{ zcI}UXm}pbcO8#9};2&I1I>yHSdhO{a(mXIEHqN>KQOoxQQ90fx^{ptxiSy@4PhUi> z@`)yabKd=+hVj^4YW<1>Rfw>AtRsOBg@BdWa6^PfJiUJUv#wmxA7v27AJb~$^eqG5 zAbPA^@pP9BJir-CAc8~cEm3H}OrFV-HGP<2FP9+F1tvFkLwEX#AsLOWOjzm@xexo# z#BZui{~}5~2ax2#MJ}mV3&JU4zRJGw2OPq*Iur8lag#KUu={H)9b6h3u#<7b$r|~N z+SwrZn#`}_9^sYpT;&?~^o#Z3j4Xe>E%NTymy@c;bf4=FlzvRhD#XHFx{&eK_#@f+ zLFw|>d}!EtS8Ft8-^?4vaOC~=U@*;X<)|ehiW|oDk-xDZejccA6Dhr~pMSVnw$(~< zSu#SaNRlF*K0s6roABOu(Ya+**P*6~(|pzc3MFq3x>_TYKK+^8vsl(1p&{h% zV!ATn*f)!bh;LWoB^I;(KC%3B4D~Nz0NkGhUB0K~(g(P}Zfc?O@INiVEFCN#om^|= ztz|KlG2G2v;vX5Qb0xlNtFID4#z4evUS2}2EUK$k@Cd}#Tt@LEf>Psrop|?p%?d6- zc2l?c{H|^Ri#YckbM_bhq|~mMH`8RgEZyAzp8@#6X5!AL1_50Bd>!yUr#X+)PGJYfo;nk{mB=|z-k~3i(t!tSLPRJ6?&fm9% ze?HcuCjiZ`@;VzzHnAYOhzp}g{>Y9At{XZxt`e2rZoR}j5m|o}?|Is;0#_=-jmtLu zU@X`7;zJxk^+6?s4&Ggljqg#lq6)K&q@B}*5hzU99mmMXa&xhvlEwb6(EgQ%`mg^lhm zo6`2}c*{4at)n09_ubomj>Pg#BDBIf?Tnnee`t8p4(V+R57q(ZCy0Je%}bqroCGZiY;R7bG?P@ z*ru=3C5j~&^=jLYAMN37rQ4+{epb z_EaA=$_j%vLU?T!SIo06_;mTqc==XvAGO0F=BjGRS*ch1Ys{(3*v7K7n@PC#(V^W& z^Ay<89g5Lsw#}F->mxBJ_DG}xpvL?d^;7{N*7O$79IP+}&}PIfWu_ z;T?wZYLOFsP`vQ1AT+L=C@cHy0tajt#lWl!i$5Slv$O-*N&?}Y`lwoKED942ZxaTflBHMYiW3;r(}OJ>^@eU_ z#!2^-8&6GHA}Sw0gqiVD%Y;IA;b{~o;IX~0=cVuNdlrnpGETec=tBI6#3*BF^c$U4 z^*RSRPBXFiFaP$9yv_?H$9czHR)_)QCMo<+$k#o{R>mR3maap4IK+w9zQUF+v!bSz zKS#p9fOU!y)nBV@iKG8KJ4CNIo0*+1t7Ov(2PL7B^-5mAM=hu|Dpaex;gCzyq^?Ms z6lRGNyLQW{@Mft$VrH_NcY`$fK`a_%PB~A6MQ31hg@{Vj{dr94oXko@yv)XdhiGei zklx1UJ$M_&#&GLy$&n3A%f~B-T)g;vHw)u3%o*0|&Vk3pFyZW8rislmK{e5BO?w%4 zs3ISii|YmM%E?hOd@51XgAJsG-N~N(X)k*9*DSCk@wWF?@mFFQeHhsyzdsQtFk5NC zrebb-D(B98^C=}wgSrtfGz4KHE*bckE)MQCjy!Shj%H(fOFP8c#%U54EZl4nK|lX2 z$Jn))J^Qja6Moxf*Q~gw8pyV1w)7Y{UMmK7=6!d}{hvxsGqaTcc&+5O4+D_4Ku}HP z(MG2EXQN)H3P^X*^}E2XY|8= z5P%*1RV8OdqJ`mT!YIpY2!vx{+~Qm^-l z^h|i2J|Nr&OUu{lVh}pL*e6Dz9ci!9SWM04tLovp@d-Mk!+H^V-#->#_5hlYR6#npM2dy14iz#^`7{SL@;$!5XPrSy5T< zc>-pze2Q!O_}pE-{S7`z^Ks`OjiR^x20K3zy-@E^-<64sM#PUSI{GZ2mzFVZByveY zh%ALalDgKS%!u4YFKzXrTp>fIAYgyvd!YR5G+{B#Gl8j5G?t} z?0bb{GzI}eb9}3vE_oRW)I=?g_qSrv0J}04z?AfPIs30#@P9s~DH6*FES&^rwvN)8 zNhWy-uozKAmX_TyDNSG#W(hFQ1m+g6r$;lX%S%vtr%YkbF0zd|`@iLDzL%x<1IQ1N zXnf$32F@YFaeRvmG~TIK&TJw&z?AKW&_fMm7@n^0}nW8ghc8m;{c{Ey?~wbJbWmAii*5T14r;bo1~5bFtk|8TZ9R=R2|< zd5gUL7x2~u*S?Y$+!?G+dKO5I$SZ1Cal>qCurJ+}Nfc4G#iIoVE{$wJ&kUlc%3H3YG)JJjC&#e=i19Uu3Z$-o=vp}dz<*#FV9 z+y{?ti%0Z{(8P(d_=!S2m)85!{V}RX6+kWD9Q;a8^?So-ATGgcF;&DW!+RM&xjQh} zUyTxGUb4PUE2)==yAL-vQcDS_AGgf2D5{w|dMHpag(9JOY3+QCi)(pWj`MG29>Ug@OhTNdsf@H+&v(66G*}NeM25J(Y<=mkr8y zb)W9fhmLdi3Pmi_@t8$|tE=k-c5mb0bWy#zvjA3a6##ob4z9Qfc#fu!BoJ>901?D} zav%Zcwe{Tjsr#e$(fE-pdV(80q{dcZQE&0#w{y# zzemz6WBvSJaxLVLvTroWo6FcVk-g5o_7oxaS)q zOi3;+V6jbE7-OAA9|*V~@7Tc-o{y63fm_kH>E3r)CNyU}YTTg$aM3akq5NNwt5Jw* z0cY;j=p!6^r?hL8K*4sZ6v*op4O8<2FoqVuKi;%aT$Mp{&r@4p7AMk082Hn^xOlU( zwfND^hWsCl!%jaw=H6GuDH@CMyyABP5Cc5McRSRMZS|lhjyGFphyr^TLkD->_VYvQ zYJd;b&8g$P?Cn}d22qhvQ4zJhAWCjz#kdvBrO7`_aK}7xp|CI}n8E$C=50_^m2?Ec>(mP%zW3>Yo z45LiR9&<2e2m_27yWfDj&e5iG*>s1&?mgSHF7uijtaS)7pp@MQ){_94BMox(!xBA^)DeHC0c zSPot&h!bM~2LEOa_)7$_WMaT_T`w?}0pm{NmR~KX#(0gj)EhipA$0wyvk|XM?Vh0{ZFZ}xtOKI;VD&VXn=(p1<0HUdW@te!+5?M zA^*&UL3fOW%dCi6pKlzO?K5<47ZjRXO)N_MeDJ}Cr`}K8^v)c+r=S5~^W{pz!NSQB zjTR~p#aAja*)$D!Sjfy6-P|A1d3aYRKXYU=6ZlwtIQrI@QxLygv(@-T?m6^2x3yj_ zWeC`XbJAd(tfagoR)-6?=a2Da5~q^+rY6eUxuk+z7v->Swf;1wh!v&UVgmy8bqz27W3KbtT&Jk{_jH`Nd#)*kR^zG(KGc(#vD+d;kTn z01)yqP~=$S>)JdM7jz@4qNl{>+&2c~lM0})W`dJ*>m;W-1lUIyzhCuSYmBLJSbiOE zQ7S#k8WjHpL}lO>vbsoiR#~u;eL>D5vPSP0Jfx@OK(!w&Im!n@n)z6nlXd1@s}2?h zpXnF=r5s;euc-k(l9d_6aEr0T;_8;?GUSWzh_Zq(&(_QbIN$U{2>;v%Gp%$_#|hi^ z*tpwUUBFi6WJ+Kob1i@;ok1f(>t=T5nJa>o7_qf=vymdpFUT?09$tT9_A2|z zPWHxI>~acyM{vp;wI9vg3}%|VzsV;#*J#7dTbWeJy^ITZ1FoVW{XSAqo!yQig=CQc z4&7#wn$+YxW|lSp`M5#3yPTaY8JGGYDBmU&2=~Jwrdt3?3$G=|M}45q{eD$#?jlL& z!&Lf@E-weE0ZyUo*s=lv*^+*t!T%NoOGbbi$`ZKH{eP6bXHb)GxAv_lq99mk0xEWz zf`uX=O+*BQ&_fGRdPhp=T?7R|rAqIFnn;IGqN1Sm9_b=I0YVEUkno(j?|biO&wig7 z|L+%PbjEO9$i@Tv<&W`!Tjfc+q}mIErnkg|pkHi9Rwg&1>+RjdUrOV>@TBF4XZ>+{MU!d%X9*Gf1p z2G=h5=1eX2K0(jS@0E>e2llL{j_fpxUc2V~!%Q5Hj+iD0!;-lg2lb6<7x2f$jC?2eAl@!spG9@n_sdI^5&_YO zn%@Q5(rydWETDlT9k4%uN5pmRMb7}2vfn+Vr8#)EBR=xC62IN*XWv9YF+vNigl zgbf4|HA(lZ!vc$tmhB1Eo#LaRon8x7H?R-et^R(2%7K(gb)2slsx)siEI2axdJlNQ z8@dO5dwu3=$uA^{=|f8juBVdb*xY59T-tq%&L-rBy?*!?_FG1kKP3GXFBVuy+X=2i z``H4j!$1$}kf^az3)-M8dubN1w^BOcHedt8E;M$GHY@090i^x&X+_(f{80I6Ffi3aJ3d3`Q2oP6{oZw46-GpSi zmFV(6MUa0fR{!gdp4&he;YY{`T>9F5<&4GUPaGB>Uc7C)l9hjwF&+S|e0_d2Z*A9! zv96jWD*{gGvB0y3T>RqS4xJd^0X=9i1#5c7Zz+6Qrxlw1NPPcbpL{K4-ey#M#9bZq z+$;k?r>p8$On9MpVsDOecwn3E8c5f|4X?*ZngJXCB=XGmYV#@9OCQc;{Uuuq4x>3a z7VbgR?RE~I#ov&>l2iMg!#K3_EDfu_*Fo%wB942EcJk^HfEB6lt-H=(fY~xY7vG-T z@J&YTw>kXbz58F=qF;|9yx4`q!#C5NC0U3m{o~pnwi$R0C*j%eE^YMC8pfKsjTsvpsMW z5QjK`vvBsx&V4jzJa+U~h>iSb{M;=E|DKK((C=vLyHaPJD~wf^_@O3{rvX^5tF+ zFt|-fwvN^*XH=d0Ce7~l$-f8yndyvifk;fclYw3FU}5C&Lt@MRpI26};z?*bNPjQ$`%mxs93-E zhK~D7Skh72u)fZ;<(mldQtG0|?pVgce|Z52WKIP$T>J#S#K#=DDOAvAE+JMnl?VpM zP7q7y3LSWg+}dx|ynTx7U}0?0Y!r*vrrFj1i&D;S`xmABpyfZ5GMxaRlyCGmxy}~k zM3;kzc#y3D^d15St&`^@r{CVAafyI;z6yP>405Px*R7z7EA0pCHs;I$h+rS#CqS-ng(B%| zwrA&ETx7*cOU6NnSSbuE+A0M@RI+DbKwSV8D$u=7Q*OROCDaT1>vsj$q(B%%TP$C1 zT&qlP%UxZmCqBM=&qju=;Sa+b8-oY!A?KYM)*kC{oEFQ=&L#s}Yc_GkGb{yDZ~=W< zHbjr+KcuMC4t*9*C&ui~EGygF+)^bFm&rTR!oA`iRYXFqqX zKyUb%-OV!pDvO-zBty0rE}svB%nHQO=%I#}PT#O(eDPF9$Pw^#4IK@68W~A^&d=t=^%55d=4G81A75x37<)&+iJgNZJI(u9(VulWKd&%&KnifeHl-xQPu`h}W<;eRO9`?w1kHzs&bh4y&S zbDDsWpjrMXguZ+;I7JO_S15y4kEJ*rjT3|j5gkJQ=R@>n{6DVXq-sgqaJ8~NzyAh~ zAGL!Wxde@0)MvfCw_KA!*+j}Qr#$@mb_Wt(4Of4;|C>SXxQr{ksLdYmTd)OQ6BR&# zkXwqz<=D2oux!0uT78mw zdg3y&n98^`IKH&8J52I@fiavsJWPE6Bfl;vWE3N2W~Z#x(Xoszn8~FL5 z*U5}ppTk3->-0P`#_!mL^g|Ip9*&|rPJkXbewzCgXq+R=P4<1nX&7$kmr zI@oWK+LltgyI5R_&grxlInj|}Ufs;g@YSXZ<~CsonA_L!RuYjHW@y_FZB<^ zfAI$(9=5B1cn*)2AX1i6H{`?sq65ki&lEK^3~Im5+j}?;eQQY%b^?HvlEVrl##}{2zRI=zrnM6J4z=_k1b4 zOXbxUZ9EQAzMw8$l1%Fhl1o~H~@ANBR#)VW(66`C@ll!SB8nZgeE0GSTCOFNOAP|ajC*mt)l&$ z_s3xpD~&$?Us=`vV^xq-ceK#zTVPBcx^J6190{=$ zavpD4`ciX3^JhfQ-^>4^MzqSTD^5t~+xLSDrCJh8&Tp9`H5A}y>F#d5ysC@bq92xy z>B(dHTM{du`GpB|w64LpB=4w{HMF3$`kM4(H&_;;}dd<{ep*yDgM^) z@I$Np9@$IGy<>O4P#~*Vz#em}sc;4*KORlGkBtmeclTnahxXS`s;! z|8AnpmouO{@{9i8F4IGF-bWjxcf9kTy;wfFbu!tj_BXWGTkhi-QF@om;dPOm=0zcx zd{}v0A>2aP_aAIzTA5AV!RuV1yQyn7ppKM_FP;@W;X=3y$ZnEpnCHb9olE3w-3KfNo({W>T|aq!YD)%|TZ+{0jNGXB0MTjbAI;R5-%eCLW0sXWgL$$S27y*PMdLDu0PKSb`v z*)c0-oT}vnUu_d+srw!90vcFQ0(-5CteQ-RFq8dJNu`K9DY_Fivm{Nvp-5) zHW#fD;nqV9O6F&u8~=kSpzSm`+fO!>TkEyF{x`~6S+sSblS+VCG4S$Sm@ptyiB1*p zbo1)X$OR7CF8)dE(7;@hN|pWVF#z%`JKDz|%N$Ua+j~E(q;Tm`!-*5Ob~1B9ZZZZQ zFIRC$AlnT@(%;+>{gLjHHLQ40&?H4egjtVjEV*ftTu%NiNuk}yna5~>%%P$m3xEcL z`K1oWaTbd>O{;e_d43qSP5kKCmrvede*Pl@-Qk28SwiDJmYQh!M}{pu-`cD15T7g} z-w*o-;L0Vl5FFQ`Cam<@K;4WGzXE<%8^><*L5`2@%;_hFN;40Lua%7sD zGp%Py>kvME*Y>X607S;hLvGA>wJ3xmw|r{R%Ife$8mmO>TNT}5^pInDWX`OnV% zlb=~di(iJ^*;8Fs_^faTMMZ`Yg9;mLyQ+YuYJQv&CH3HV@^MpXkDn5jm}acOxuc2? z%(iy?tztuPv+!BCX?teUX)#XMt!_Y(waNX1V+yQFenmhI-CY%wElw@~iJjF!?f0c( z5hjtQ|FD>{Umbp2w0h}zZ?pk2+O+lbPEB31=x#|$4Gt+dr4fa-V7@D}D* z4-m|gsJccqPL4EDB69GFL(=(n)|}ic|GkZanV&p!d|&AMC4_#8!}0h$h1nmsT3?ez zR2ahE0bg71>1}evrK`=Mqn%W$b%iIA155AtGSb|?<{m-f((!~}Z6((4%d$r26!PC> zs(`9+2U}%kzOd0z!wb4YM~4LmD#JtWBnXS|U8((f`~SgjmL@lSJQ!sWm!5lCK_jis zS~O(-YhMn$335sYt|Cpp%Ttbi@o*feyffaDt!w%(JigQ$qt}v^_=z-Q5e!0yNDW^ zfC15S;77!GV8?T)=X7z8B*2aYx`GOUjEd?@$~jJ0fl@7!_1dC>j~ z6lTXaL-55mRhb0j+VH?`-^|ZgM^I7R`oi#~`LF`O65i2@24GMc+9-`r%ep-M)kLDL z0jH6v`gDXOL${tXP~V=;&%ILR9wh^xoKYYX*^-4}KvJr*8*Hnd4A@(RWV{@qYCJKA z#ZsFfm?qKcx;|p~!}iE`#uZjkr3PhJWNUM&$szlFx77(UXy!ngdPh78Ry*BF#h*Yi}R93!p^(96@f}2gUs1$2^WRP>3fz{m!_tf&<4Z`G<6Q@aIo$ zzUbB|1s&Hm> zVC9PYb!eg`Enw!s1PMEV3764Ij#d>`oh6{$T}?pMk4%O0Iss)-#7_1`QR8PCiUJ(# zEYF?KI=<fc9C+FpTH>(s)LyF@|Oh? zq0t`pU=Q1%U}fx7mj`p}6jS20=K1Qu`6|{ryVk!!uG`@xDldpg@Whp4q|!>`%)PlY z)Eyh>*aLyv#V-I_xEj%vv8~vQ{cl^q#2|IrjXAf=LdK1&{<*C|J;r{oXuA!}mr_lK zDP;IAov~o()QOqUr)Q^_RRI9ok=-wls zwr;f9*_m4dC&WKatEfy*vyv1~$qd}kNVQ=cq18gYZ|9!&YMcIpZTv$K5J|^_ z0aP4xodIX!j5=Cxl9V#t-e-IKI&3vr|HI+iWh+9|FBBD{7>@+7eU3--4^n{}oD*$|chq^w z^566puuD=~zsw!+17C-S+@JQ-U#AaVd<@CT?qFc-=}{kjm;rHoDVx%!tHpn=G|R#B za;#a)qE%44P39s5995qd!_DR_ll$l|2JB3AbnXMomf;V|7Y%)`lPsdm-p#56ijU6` z!Ya#8)y*Z3y*SXD-lXc^Hoe0+S$NM75(xiR-~TCEBxfK%X0RxwrAk2gyi2HK*>?^} zYjq#vi~zE&^kQzT1Mt!DetEd+3OOnhsmK1SfH-Sbu5zsrr4l&F2g^u}nXno(EYS7w z-W^hc^a+mYOU?q`=hVH0?}R5lJpDf1LbXp4$7yE1(0W^fb8NZFLaH7iD`k`H4=uRX zNHNmqM(F$SFy2DvyVzdH=)XUStIjRMa;v88Zp|uj!YrJz7cA6|G0<@cE&usLBiO)p1l*(CtSpY^WdC;7K z*~JqAl!ABGQ42Jej6-*xeGYmt2B?~(I?3XcN+0~Qt)*d)&xaL0U%TF*MZ#gJVsSm4 zUjVU&$whKsE-48Lx#-?(0@>P8D%2dz4eRqHe5?W{q#ZVS4MXa`0TemY&?{>{bW<9f zcwgOrJKd=IS;XgzIHIhet(viv{#p+_USOb?o6az=Ydj6S`N@}YUWL8%&}(q#+|$$8^aLwQlLVyiB%KJn>$$N8wKEdahi` zN@r$DlN`DC-QCF=Zq#%yD1e<4&&zqHBlc=GqA4<7JzGs$WP=5q0QIZjGKqBHQ__-@s}mC$&j&@NHarA7U~qc@8`QbB0OjqKW7t zLY=%PyGXW(-4rkGdYISOE>tN@b9p*q%%rZy9n^gGs+?>G7MigOwMdYA?+^zGXUE5VF|2ml5mZh2d zo$J7Ml%2Psubtm}P{-BxD*)<=!d**5nn!f0AePl8JKg5HIz{V0*bkpngJkw$eR=vw zU7G`iT*2!{laF!^VFl2Pb56JEm}JFLB*&L>wmW2*v^l$(sT>_*dv|L;Rale_uUpa@ zxG1(cMn{9$$@b$zC5n6%TVLRbmzW;CGqsX=iJdS`Ax%z{5UiNPg4q8>wS8J`jUACh z%*Ln*pU8;tp!f_f2B(+k8&8~iuqwavvR}^fJ}@=<%F|7KKq@nKyg}Pt-6hF=e}tHy z`wRJ)DRm|;w3Y~sI@LSwRBHM8BhD<-ZlPsRk@JWRLkChfGI;#ohYBC3nfiza2E11h z;`bo~8!i!+`dz3Ty;CD;==STMrD=2@<4Bg>GB4%f=!HL3vhBc-u>GW7b$q*U{mp)& z6o`jDtrkLYXr$BN`KZa8;lfXfn*fb6q0TX}Kk&WCE9^Y|t;PHW0QP1i>D#`qa-e@) zo4rWg4m^-}nzcliwz(PYbb8@yJe>Qh#~#60qsHlcAklZSU3U$zql2UJRUNA0zoUT( z)usKep&Lsyx)T&aBx*|qwhYo+taS`9Sy_Bu2-aWhmN7K9nR~5gZW(j_K{U838D3*M z7hk+=O4Ts(mT{<9IHM?US&rHnF5 zj6EB5<~7;dh4l8Xko_|!Pp|B0MSMQ9^JLNH z`dy~3{xjI!4D0eA&*&ow4Ju0W8u+b@Pz`Vn`gIeezjmL?IRvwe(Y*8_5LL)yXPx0+ z-3U-Yu1G+dTQ#-cJMuCbT&W18782XFwxTK`(zNeKQQ^&~N(C#of7PBJF*oYjHka2O z&t&2VoWgdRJo<$y;8|}|Y#p%19w?k>0`e_{%;Gi+46?EW^ux8j;8YJ*9Qkq5LbXf= zY;@O|L~nVsSlQIlF3Lh=s`|J!$TA}F$qCg9nTSEm3 z4;kmqcS)YxLKe^UHWVo$&YbUkF?p&)5+q)$yoX_ac;MDL1L1T8j0TUaKz`&wAfVpv zO3;g@1Xz$ISU%r`$aDUn{05B8<50+{??69gTSf!8;cmkeL1a+ImT=16VH~rD54l>o zOjQbLvFg>V#yO{8fUV#ZbE4Oa&}tI%sP24my~D4ml3kwIz41?l%yK_e$3etvy5s(7TFWXKBnkbb$EJn%cpPFv zt&d6!#fBjq&Qz@o`hJV2QM~FE{GakaVof@s*BVRT0jH#E_a9EStBx)MvVdZI%usdE z@14^YnUEJ?soAC%V~Weg5@S)2V=B&W!q7m2yu^7CX=qJXRfM;5y)9d+ocH?7Q@ysa zS@7Q<^^Jbq@||#edvkNodvl=|;C4~at-E3s3v!<`-3$->h6ZCdw~8l3@$Q5aLRDXT zdlgGv*mZxup}YSx{;F#Olfyrph_;z%@ZPztf?8Z>Rx{t*xTV(IZ;&2RR6Sx>++h~4 z_440AQU$m$#dz+})15h-=d}fV`rh6wQ|3J7uK1L*yZu(g$3dUj`b%1>6g!-3q2o=< zx~Gwc=txj`$n0Lyxy{N>kTB^DFxroR^rvI9(opjH&uM1?!iSkPJr1d+Hbn?a?OpSh zlQ^!X^cP=GOnsmK@!8;=_AM~_R_>lIq_Kc%rshv!=_BK|d>269#Se$3z9F(~(iwWG zm@%Bu)0h^Oh656p?gksx7kx+>pEF=p$J>*=^_)p8I44ELuJ0@R_~(KCHvw-L?icK` z9Lz<@l?v+sf z2KAaG*^N~K+{N~qfod?cjuD|>cx^VR{TH)Z^T;4<#eV;oNge5WV<|?3z$tSWee&#X z1f3Sh95*{`WKLudw-x#b$(!5$eWVlD7ahCg=NAh$*VjuPmofp?y`>^nUx8i02#1KxSWU) z-bMM(8l!Vj->;GC^P3J(9rHh407*kV)7v)oo)}$}&TnA;3jH_&IWxu^u=CujIS2IY zJeRJJT9X1*ao1|={MVhJrRB~e9o46KwS%W*WtMZ1Wu%wNa;dtTo7H{4)4k`C2Ge_v z^S!3%;0*`S$g>FZ&cPg;VH&It%xoQ{0iRT)G}c;l!Z&_|0xTR)W_W2E$)!Clut@{h zAsbbos`839&`?2zodwJc?zp4Qi1`_dZUCTmzBw`)V%H6oaNDfRb219?g+xUVkRdP%~+Q4T@nh8p1lZnyRb*n9RW9uy{n5v3)|7P zb~yE}iTeZoPV9*#bjsu{>G6-fu@FHi>fUvn&p<2jQmLEvq#{*aEbld{Ft-dHdv^$f zo1^efS~b?h!5(o&v%SqE>3j}K*N^Qz6|j1Q)@QOq)!jHNSigcPru^Z=9a5fX z{@9zoE`rHu)x8No3$6-?lxCDi+tk|&+VL0{Ci6Z0_XEeLuAdyOKD`7Ljl)=m$D}%w^WlQED$FLtAdi-etfukj~J+4Tw=pLmnb?kc;KY* zhZZ*W{j!=Aoq#RQeouru9ROZ=8PGbNx;goEBQ?$$i%@0m(T_vErnvciw*i_ZfAw`J zWPf80)m~@&FLC4l9;Lfs*S*0}+IN2v(u~d;NV3N+-uuH)CU{)s@LB4-6wZ(ONwj(r zEjN)ix4t=Qij~ye+*8DDt1)xDK|8Bc>H_u#+?U%24OgnpLEo9i?!aQd5mf`zToHV0 z^%Y};w7Q|l=f_2@f*0a9TW)@-zWQEKp3j)}tG>snPEi4UIUM=VhhmROUDotnWxTQ) zDg3_9<0!jBW@I)WgDoAR{IrOVkv^vv2`TPGN<=Tbxl>hNni9R1&3cmgpwl^kb>hc> z&eK=IjD$!%$SZJu5ppAOW`oISuhknMyFww$Y2DY<{zeCXhY6 zSr4sOqkg%1^a|%I(G0pH6TsDOl}OV;Xj4C?D%W`SlB-jv(ZY{w&C&Sv$iOw7X2i{H zwX?0boieyw2;zfC)6Kv-%+I+*5MGS{7yhYJZNsJFeWb+VZ@3)U00!H}Sn|a_W`V$i z7LmIxQGLH~DqM*h)a@D_2?6&FJ-IDPb_WOJj_wF_++onOVgkA1mXq0~%0{oeaK0$+ zPllp^S~HN}&L_d<1;|eqvMc-Uw!UP&!pb1C#I$S*2h$ACcC`Eo}NxT`7CY z;<0KvUe{&T3oplf;S$4kf*9|We4KX;{7);4esR%HqA8j&-J7PF$w@8Uf{i78&W7RK)T?~MT6xEQdO(XtV~H|`TLQ3JgY zaO^6+!|wW2Qfa9VlzV6}QG4$)m9=g5*b@+1NI8)^8y6o`=F3~DEPZNbIrE+druL!J zb8&iz8x;QxcYj-lifU3pBmDa7GS&^%W7VJ=Ey z;`P&MWIOJ4ZjD^2)K#7{1Ql~0v&aI3b4;ss=_Bs>z5nD$24aMni=w^GvM`2jgrfki z!O4Jol!)&lCC{zLDd+^(uWXmnMfbD3e|@keFgKED5>v~O;}b)M#SRcvOLekhz7e}z zQJx$|5-pc|3_zvPro=aW8KosJAsOc(dGUVcK(~)kds=AWl{{GAE7LshLDr$V2&cy; zU_1qgcLsAJS=J(pea@>%3`M$`3MF z+v(Pa7p@*~Sa54g9b8lO-)HIbxV|ehBj-|rVUj6~Z)wtKs~y|MR>PDa-w3`?!YpUw zJjvT_a?Nf;UcwZF$^?jhsd19(pNuIx*1_BI8J#pqA*^uyoqkY!;F=du%FyCvBP#D| z;!Pc|I0wNqjHc}#s6vT3*iWa*UL5qs^{MA3H) z-!HcJlO4zso+RHVoGJE#jA5Fe651D#nX3TVlfB1-(ANTiP;h7OhcHC+_W_^x2chN3 zQQEz0szmE?-5$?!l*Gc`qsi-St8r+s%rS;bycrQP`YlKu`H#_^7|A8oK0=Yte~H(_ z-g7>sG^tY2F}xAvX-P}ZiWE;B*(LHqo&UYg2_-iKNr&PhWT)*|?!XV#1PGDU%LRNN z`;GiZsw|TD&lW*Vsa(u(8-(|NGW$CoI%vzu}cFGtQAaxNgnvk5u@c4+ni8-eCJxX+*Umy^1LB-I3)rCL#2|0YN z`$&H0+NopG3z;vkaN?^{Gxlfrz-CB0RMhE2+0kyZhCR|Vng?Z%8zy|P)W(?@wXc;; zm}g57!U6jW%5o7$l^6b`3-<_)qqTqH8AAGW7vJ!E9ya>I;j^y1xTYo`r4Tu35)a?c zegT5_L1`xvd$_CAw`!G}@*1BI-Wo4rVis}Eed zxxG`&le(guHKL%;N{8aVg$X<|0Q1sV-@zy3LB~UfbiPUrfsk-2p9ka9r_sLA--6%! zjIGP&vtiFgrr4LeaQ0F#YKti6Nd=?rTx|G0aS7C3<{ikY?dtY$zUL(*p=}CUifw0S zBjez~+4EUMV|qLMp7G(cs`cJrSATTL#1h1q2`24@%eN0U3gwTFk7>C%uWi4@L;I!eVji6m z*uhSZm&Z=%!ye)4>g~l)^X@&lh$0L3CKif!aoT|5>IPgs5il$K#XfBWJ@8}cv*U^pJ1V+qZL9@ z&aWj>;y1VK4T08HeHmw;mzZdO0i>AgJE_iGyJ4KZO&MWu#lrrYe&@sf5|~LQFv{a( zpw3P|+h|(L7N?QNNPEBHl@+6pC;`24Hn(M=pZ0fD_EEO{SRo3NTOmwA@g{{DJH{;zii5Z1pMxg9B;6^D)(pdwYcBhU*6&{RE8HtB zb%;Uxm{us(6hZJpTPf2z?sf{EVjm#RsH=0;W%CR%eyztB6@N8HH4IwxX-F@#)h#UL zi_BFu`7zjnBF@FW?J^ndibWkyb)qT|Hd~+moD|&MS>MH>BNPe#N>Z7V^Jhxp08ka0Bhu?E|RF zQPo*g5Rc_6Hzm&2>BDEGByhgX>|9YG1CjDrS~!+O=ejvD7{zvQL&u5^eHCmJC`>Tz zKUWV4U!zv0giSGdV?CeKC76`^Ak7WvU?pz1kk!rm#8jGs13C@jY6NB86q=_r>1=)u z2~^a(mseJ*x=5tE7I#NS0&4Q&SrfZI$dZbq){p$^Gs4+1-MXC#wg+7Wlt=HWzwJ_n zozNd9~k2_50y4mu;0#iJ1Qgk z+c{Boo^fUqJudky5R)5?1iNHN;(zUu*>oau3a5$RR7aSPo$Bfri`_x+29h6++d2fo zguAgU*_T`{c(Rqi3bp&I(AUu4udUVRU#6fox3lW=xdJEW>n9ew)gPYoDHQ z`NyBJAJB)6`Tv|3#2k_ZLo7N9yrhGZ&M1Tn&lGb-`ym#OB|9B$IH2xLIWWHHIVG?i zSJu~CpUwLS!?oDNHvXcqD1hFP-{7lEUg>A11LXvGVnC>^&%xJpct!}%=2dlt^Mb0Q zlt}pg6<3#`3|VN66Lm4W)am9AeMc{XfE)nY2H=OsHT%?k^5%42gdR+5Nl@I)2SqSn zi0K`J%$HznZF-`9z?{AUnGqm$zLam664SDVL(4&H0-u6Ah8qpHWoDvRu3dz%(2d63 z&}=o@77cAF+?!2=vm6YdQ$pJw-f^Azv1-5#V6q#~LI}7{Y z;AXkoufN&GHX&iXQMzJUzZsNkU3>CGtken^VI%H&>4l&bMJjQ6Ch(p)iAs?_Fabl@b~uSQ*xK0UXH`K!S~#Kh95(uWOErFPurx8Dl&7AI z>hLtpLrznI#5;4&o_Y@ug5m_-jRP|*(H>Q37hy&y-V_HK(|4ai(KI?vST90E4E+I} zTNY*8I6p4V|1zbkowV8yn%lpAX=9va@WI%ExZ=Vw(fK`QaPR|#doJUeU=8 zd*H#DHvVac0F*dx({G4oSWg&1WKOT}6-im)P%uE|Pts!+xJ6WX3GhtBG(wRY!X*5n zF$pSGcgES{>b<)|SC}v$#OZ#pu+P;~^j7xZ!5@V0Ya{U4AJU~n zblq39bb>+ybE-9Aw$c4M!$uH#Cz`d%^M11`!*r*Gona&QuH3lRwd{@C^tZs>LO>PN zof`Mrmh+VA*8Wr+!Vfx$a{1^HT1BZhz6&;vJAtE3?^48pyN;hEBVB9?h*rJEFAdb$ z?f-HCNd-s8SiU#AuG@5!gjKS&_flD_AjhSw8)QayG4u@Gwf(0+e%~7x8_o=Hv~Q4c zW%g8ZYWsY-*e`EvI*;5C{SLZ#u4h|ovdRD6pwKz3`5-Br$0({hwF^gi3$b-5PTm=)%agvi==U%< z4#Sl8b@cA^EUSkJi$*f3V<{9MwW}->AvrtkN^P;SDe;<0I8X z>qRK<`Pr~~oM<&oWHq+-Pl!95|B={9vtM!0SDQ~{%zT?DS}hkPHBDIF21}n>&V=Ce z_Y$>d@_CL;HfWO$VT#$5^j7kjjZUvwTC>?Wh#`O*f$hx~?~`z{fDGtIKvW*S!W) zTXND^>QtYsZp$H=C}hfnSRR!{Xq_tX>4`)KEP;a_BUm4wJ_c0#<9!)J%_58zdO?pG z7S5{;i?~PUb>~E24md=ewRM6X`H!sZcw8Sx-++%-tgO&9b7ewo??{M4U6`Ip(b44iJ;O&;gOOF z$lYOGo$JC+6uFcmZc)8;8^*ox`wuLhwpH}Vsx)JI)>XOYC!kIj#maJ!ZPT-~F*q+E zY`eUz3`~L{PuR6ipRVWs6@R2YJ3S&|c8TBM^TZ*ZRM>+(L(K@JLD$48Rd8!X;Fkiu z)|p2oUdm^*sDATKTQ~NWZg|IxKY+w^H<-RJt++?*tWfa?kj}YyeLyiUti4Z>u}fV> zGSy?mR^e2P?SNje0NJ$gdC-_958hHW*wN12CD;z=Ql^ieg|2+4MNaEwyf~uHZOL5! zYTkasn|DIOuBm!A9@CX4YZ|BJn7G^gaIwBV4EH0UuYguuA5`3)Wcz{oY?`>aJNR4$ za)#_*;OhX&@OQy*VHVk%L9c?(KLKDRY<^sIIpZ;<|409z7`|$tHBwM-EUn*eIz%?j+qnoR5gb>+!njF_B8`b-Nrl2s+z%2zHpVvNP#U+ zbx8{9>7V`gU|7K;CSX{*{8jttl6vrby07rLQ(6+OB*pJCvw6rn?6-UCJ)Luq&8`Tp zTYY{`4q?v6>qYM2hlU|wI+Q3Gnv(nY*!UBc`FKd3o!j|pr9;7OtUaBnpbB_(-8SKc zSXy6C*Nnh=H_(h)r z3X(D?&#xo%9hG7oaO7hLY35V9W`x?V2|;a*D|h`>=Z1i>Nn@pnf<(aS=Q}MyqY{2& z*Sf2sKR{&uyoGT^`XB5~&kJ_@g*Z!h#na4Wq31a_v7L^KXq3#-KPy2Sd2N5 zn|qOI;Pb59ndNFvG^ua`_0+a8>}7CHbdEjJ=bCnNYD~S$g@C~M*u*W|HXK|;>wW8@ zvE07pGAD}7TbccH5L2#mI#B+rc;gdD^m9l_9cx(M@feebX?D;dc4;aeGbqP+6V0&EY&E&gp(Z zCBA6yJpP0Vj_JTRIKA>MKFbQ2XWRjyx!cg8HRW^4fCY!BCLzt{fCVY7wSvsVkx=LG?}yV(v95xd*qm5 z!zft&TlscTe8%JSfbp;WV14iGxNHbQV{r4e(`B~zC*zGTfc9M-j@>6mk#OKv& ztk0SD_)V%#bAlRv(GswzPSyHogdWj|y*z=((_nqZLiQ(b`OmbP)yWr4lg}y3CZ@Y_ zS;93Z68q7L)vmivQ_C?;O`#hQAK4Wn)O0SXW^r4dt?5HbX+Xf$j~U@xYx6(vrTjS< zvfS98)E7hceL{K1eN9+M58?hT>K8 zgEVZ-o!kKaI_O_(IG#PN4a>S7YTci>1Qz>`C6B2U=-JmG=)hQAp6VcRC;xIXb~BtjM4_Q+ra)l^IaD=sJ#Vj7y}r1Z53>`#!-k8O(XgMmlSD)de<0?#7U zuvz3SyYu<7{>KVms06Ys3OF|6OhnGQ$m#Y!zwcs$)jbEQ$Z-2-NPxlQOoolO9QTf2<^HK@j{OWyk#@4meLl4qdNOI8IIP$cc1 zxXI=;aQmW@KMJRflZJXn7>Y#tg%xe^JQ?4fdhzb$$c+r*CoOMwop9|X0)8o4?+I+Y ziE4ib$0?T~n!nMQK=@@#aU=)hX%oB~hZc@GROe2bF#dA=*{#^V@4deNo#n`MNw%q* z_v7X1guLg=>!?U5>1iI836~RwS@INE#uOcvXRh|S{YbHK5dk*xR&w!0NB3n!R2?Xu zxO~40dYg-TeKkfb5ey=88xylrSdLhDA%3aN7(ZP%&9PpT{$w-ddmbp_4(`az4eg?B zad&=h@5>$Rc4sbdiz_Q0{zeJ&;Bf-dM|I8P?NN8N9c2mV#}??zS7;4KbdUnd*><$j+(5m8-mY&+v|9EAeKXCkWG~@do40)X^w>-2ncISK_ zt08LYlApPJt1ct2#G)JQ?OLGf$KAlo!~-yY(8^*R6nQN>lsgN2RjfIyOxp(vO0lD6 zF-|AL+o7ZTqEBCisl7OSfvk~mt59nZj4TqR>eK)-+Rs7W{yrLDJY3_M9zU78r{<&SRja2bCEv2^{XrRf!E5V-#1bv+Gk{ry$D-H1CasJAZY-KGQ5X3FIErl#VZFNd{u z2}Cg{9#AQ(7ZJq4ktRDY#)HQ}>F1V4s){Mdix<|_16CEPGnpNcJR&p{=6#hVVu>qO46wb$C+r&jXRR)DT{M;Olg_S zUmtgEzePHGjbsojBm)ZDTqy;?zaTTaa#7bF93&cd7K)bGU(EY-oy^imv$zOkyre&E zgv$NRbKpF3a8o4*#mK0s7)O28Iu|We9CDmu@1Wab#BE7xkNr09-?y6wv&J?g3zOEq zwsw1(V%_$Mmb+UQKj>eef!*-LePXGT;h6o7XEkqJQj4U<)$Ur1t#{$O#L}Bo47fhq zq@#$Sm>jQ`PTf^?m5L%;3&BTPi@U+}*h%s4mG&0*y0&S{21x!L`og8fXsonbd4_B zJu_NE=2?TT&s^GE#bm^AL_|~4aQ17~i~?TKi`sPttnS*P z@W3x89DZ9;PbFSDG?z8fnoV;0l_c9B6?t`2y7ti$uk$$sKkcg2(v)(7n?kW5uok`D z3WmnFU=MlZnLQzFW5v_P$4Wz&TMwRF5t@AffI4Np3gd33yj_JpZe|#~*m_dV=&#>Jb*U1f=oak@xvs)Q7v48l0qJ-x&eNtAA|ao*TK zlrY)dTetUfMJQR6VaillA8vzVlsAKl?Rp5?`YtWEE=QIWLbZ}<*9*_}Bd^jWh@=I@ zGf*z&Qf7f~6&i_VwskYVyY~>5)fa@8-K#_OPf_ShIsdQ`TdbY;dx@FM*`R>opo%+Z zytWK)KA_{rZ3bxhTz-z%mKyO)BkmcdzNeAYa6|ZKF2v8RM5cRo_%^>g(GYY2{}PoIajmpzIst?(WVl{-Lp|VEd*EJ^i|%jUP4M zf2P}be7#2qZ8zB4U$%u)49b4!i07lMO)}zKiu-WJYyaXFvY5YGR$3{!k>rpO=1@wVyO5>YAhalA7Uz2FKgY;C-i^uxty9-<(FiQB=| z)LgsDG%caiJV2Ey*S&kszIQ!ZDw7+A`}T`(yPe9IeVo5I(mpo+MVzIYxpZrx3dZnC zW||U5RCzh>aShBP*5rL}RZ6xX>~;LCfYHZADJBr7tt&?bxHf#`b~wA~ks9#1^kl6I z8L8^3>|yp&7Z6P~i(ookB|xL&*KTQ;?7FoSxY{VP`kaBZV6Cm?S05*bbmvY8c0P-6v`UD>va4`-al4-6n-|JEe;}u%SS|NifTD{+ z$V2bM2QS$ScLW!>Kde}y@Kc4=^AYuTPt2@@lLQ!h5xXmQhQK0=^J3`IR_|O+BG%z* ze)DlqPR$Rp^wSp=h8`;r+>|@voE|&7RUt640Y~+F%-&30fFZ3UH*gZy zrH!A^b(58)NiNMjc8E-Gp!<|Mi zg(kQRb*yGsb!c|BYPssBdxCb(XEnx53F(&;%0KzKj4PIbrmw~r}mw%3yaQO#0dfU359j%MxRV|-s+I78lx^r{QF~U z#BF1biSSk!MGE^Alu;vvF2w%0C~L@mZ#3@%bAe9``M0m&(AchdTTfV@)?K|tY9g+$ItJASE{!6EtNQcF<2z{L7(b1CSCv|Yd;U+r1Dt~Qz_!y z0Dk$x$v~T(>dgg3A7Sw~F=m*iPiKZkrN9Z!=IJ@RD5G?xs9P0X#Jg`glqq)BGv=C7 zhY@qhK8T8)lS1PHb1r8pCMi(vLS279e^_QM>zT2Pi+87+?T+~C>=5q=ET)G29Obz& zHZ*T0)wb$!)Rcir=$b-;vG?c`6c5quE5QHL;wwNK%$&RCr8lo%)o!Rhub7$T7i;i5 zX8TT?e38Kb+ZOWJv}^mY?=e&n^e);l>MZo`;^=KTLs~p5 zMi<`bTy!s0r`@22<3;f`f*v+~AJ7t0Z)H@%=fPhXT^&KFD5&O|-I}YJTGIV&OcAcu z>8iyVX50WWruW{)8Y<@Ao&I!ICY@7n6ggwEUpR8iZtUJ?yiE_1X-MQQCc4TOehDz>suBema3LQ~6Rr)|g*cFiz=V#Vu zbrhy_pUig&X17~H0le;+`h!`XOJyQP4xSsF&z|asEGNc%(w9pdyA-@?9M>imqj6P; z@aOba1%HH0XN~w`)ksv90h|!gq$uvS1!9f8aW}Wj&|$Iz?ChsDHB;>f_JyD1mK!oj z4uG$ql!Za3!?Eob`c`i{Lj=xjiKx3}eVZ{2Va%~`*g8Nso4&)UFu;|$5Wr~HVIqgw zUYnY01xSGD5xLf$z<6E?slK#x82EY$;G_V9byTrknVA} zeBko_%{j}vb43y2!Cu`oK0vZ!8u-l)NuTiAZOA6LFJF<~$o-}XYqEZhw#1KD={-wd z5}u=8;7*K}i{XouKH;}DWcsg#_?Q1k;l*t6Zo5`FQTFQX`0T9s^be+;&aUA-XUIkT z;^@v~>e_{!&Bs_d3=N)f^&;kMS@kX?>~)%Wgy|;o4PvwA2B!k;PB)!5ptnulCxz}@ z4GHiTHDD&rz@v6;!CBsQz!h&8{zf@-=ZW~YX)^(%E)kG|vaM}vpO}CNfMWx)VX8~R zYN2T;Zv@VsO&KnzQyDhdbyg(#?S2WzIpI~#yB-94jhyoA`+@9TZu~?u8mg}yBdX^| zc$SvRSw=@QGucdBlf^c>6h@*1HzP3v3JE@34{*}yo^gfY$d9>{<*R#PXTq;y{B;8Py$m|8a*M>qu?yX)c?NjSH zv&DYl29F4B+t4Bl!0fnFOfOzUSmI%pwCI+c8u<d59C72cWXM(n+wh7 zN;WJvO2bTaUu;*Zh)J1;YQ{BhRk190Pet$GiWi%v&>R|Wui=DRH*%beGVfXahOLR9 zQmoFIp1)dqWo*8bGlE3JRVtU(XHm>ZJ#AuBQh9tm76u&RxKdNv@IFo(?K>0C(~T!f zXTEQ!`aE9eZh!ea(`U6;%nVmGpYmi1uTb;Y#ivaoB_)v8_1p>GGe5Q(YNo>4?ODRl zWI%zom94PgX1eN@!z_l3K{as56Wr4I-?VPE1z+Uz-$mlPOG17xt@u<&WLdKhKR^TsesLIf?F55 zr87J?f8-V!8Q&B1_JZ$!dRQKHgz8C$q}2&6`i5;WuTsucSz)s};dNvx&l%ttYrI}M zSQ&Sho*XK3p3il$0o3y4 zudOQ2dTeQR;9-v6c>GxTH^SLMA6d?iv(_PdCiA3KC^J?P9Ms2yCApTyIXOixQWg?E z_fkJ0n^I$u^4DxQEft7U&1gqO;BFj`==|pq!guXp)Rk3Sny&0tEdP|5e`luiy>~kd zUYLJ%iPh?FMpp)-hPO`Ax+qo6yK1Q6sdwfzXO|2K&{w}c%#`H1_TQU-DAiAwvp~yj$X0WlBL=12i*|5$hZruNP}Su#!p&5RZ$GB;#bswTQDsh^`mgwcjdHUPm0w1i#8Ra)>T54PTRa! zl}|Q^Kz8nNuNl|Boyi!wsG*+rZ50lhZtIwU$(Gw`p7wF;ne;Z#cFJS+wL%=?^x7{F+c*+gSRXBDresKR8{Y7* zN%roY3CN4T!F0jh;R~gK&)p#tRoVLuX-`o5UxQiq@<)oxj{@!AZmc0X@;jSy65T0| zQS}N^nM;?7{kWHKaZ)es-StC4u=l9Zp6k9x?8J$ulVbSScWK|o+O5(*4|^IvjSI2y zx;GEr=M3ZR^uJ29n!$TXsW-O3xP5~%YPr-Zm|D1Sjgm#|&JnzJjpTOWLi8stQ ziIW9qNG~CD=kkmxntkFb@rQuCDRO`$@bF52x3C@m0{Wrz@ivhI;|T4s{c6_%iHU5s zFSyaHq*C0T;OeQ;eYb1!SU24cXPb8}u5TypQj(bXEZlhiX)>G5265Ir9>(1_Bu-Tt zEf%fCWX*xwW#T=6%m! zoCVV)SH+24DZtK;*olWL)W=Or9Jcdx7+_ajg(2R&+Pc1l&XKrkpV`=qD~EOj)IDYl zGIoDopUr7sW%@CjHn-{Fqc{8N`A*aqmB5njshkT-!{lsHR%Mu5>bnAc1|8xRjE(C| z6|Aa-@J`1CW@?nRsfpg{Mv|LGC4*usnWK!hG~YPd-%!^)H+PILT2qd?@A@2nam7gW zIBjp{Y{sEa+l zS^OK?(}!!*OT@0`bdw&TW_Jzm_7*j9^$SVomhGU6`iT9eb-2{r6PlIicU6(6eef`k z)+yX!Ux-~XQm+w@v$g%^R_^5vsYgq~9y=?WVCSx6HJ|)DNA0Akf&; z9rkJ(-Bxt!1M#-J;VPlQXOMEmVc5<{MThWF$aR0ZybD^DGsi|)f3SK?J6u6Uwybh# z4=>(*dF+By>#U^{@!es%-e=avJ)lJOIKa+nC{>9Q2q~Xvb!~0AUeRylGrrKN;Q?bM z{*;m(lq1*%(Gq*;x+BbOjfjFpeyT1Z+FQiFWa|pQ;U$xz_&ZH6o8|=MT{)JWCC#r|VEXJ+ zRJQeo1jidOi%nOeL()B(a1G&gy22E@jsoK3^EVfO0JaL&2GW-x1dT_m@N7Xhk6m1K z1;Jo8VSAfcr4iy+?x-1)GXHX&D$A$o$~;3{pp6WyQSGNTgohUs7|8oSZRAu}uHZJF zdCOu0DM$mR7mGsYx3afWORGz7Pi*K-7a6QUzntOO&GjrkQQK|$Dkg{Xgkk+D+UUjt zhxY#MG;W;OoORN04q-;Yr;A{#JQC$P*Ev!osZv*~w^oTKe`9ShT%Jb2U`MYGQK;nx zWIx92OwlAVM&v+)+hg+~^W5yCH_oY*D=#jvypIlOehzaiBg7@c%Ol5$hF3=NmKb$+ z$BoGiIh1{#e34!AM8hUN{5w)S5A|-z#Ixb6sxj9(Y6{i8(AOR6f!?qw>c(abpUNkFbO8X_ zV&NlGDe(%|M8@_CH(S$@V}%)sp=l{>p81rl+7B*hikkYW8#ilYQ}spU?ZVgbOM1{& zvF{$iy z&36$bcW~Q2B<1sConUDlix#;!@S|kB5P1}>kSyx{k=;0!-*&0k6TX0;$0!T+z3Z6< zhhkyE@udFe<<;N1v$R!hDW_5sAMzTOM*>7S5)1XoBv3SkRkpD{+iP-$_sVf4_9K3Q zK@J|@^|nd2l?6i1t6WUPkr*^9^0fVUwYT)BTt@C|)L!>_?Rs6_9kB&To*id-%1897 z^HG>-83kG5Dz((RiMEkzu?L&MO{O1G3b4fj*Svn4KGia&{JiqNJ~8SBz9{Te?|;E zX29`-cv5v-jDA$lXevFCK=HOHmoP%2Me+7-jg^X*u2$@drEVNAdCaSOJ~arPmgcpw ztoyWKmUmVN9p zDr|R@^R{$7lPhr zKBoiSDs{l^o9-c;qBF$8=+yF;_%4FRYq6uFdO9E2?$zU?cFk{zB~QIAIyCB~N5L)h zM#uN#3$_^0z%=%#)U544cr3Iadvor~>05gMjXdSMPqD!?yV^G@YkIFncR5{0?+Af# zRbj}W2&RJVDBgYgd8ISu68ok6!AXkt0_g}ilXbn;EqK@NCCbnqCGbHhPOMugivRuQ zQkP1a<9I_FxRs@Wi&L8GY|q1i(3@-In_%>AR(JnEF$spmGFYN2R>>b|+6!g&$8lo2fGVnW{3%T$@f3i8M$b9(%{0mXS#+mJ zDzbrDm;_o*2*Qva559arcIiMYjO|ZCZ<(KUO>)g78CZXaLT!aOnYpuyJVlysNI1QB zw%it*xN;&9$3ah+RS|l6Elw<|s7J5aWqx>wz2>w=##8N>e0qWoL5$A15^}_%B$j*Y z^IwC<$MSk1;5z1}oF)mc8S;<(c_-q$4x7*;i6TwlLg8ciTKFQ7CY~@7SKH)?D)kSE z!eVw4CG+8eF{1rSZ2CGcK->%z{D0Z6pl^tQiM_Cmytgt-BX-m?u3+&DJ>bp$k2OVComvj1tKE(uKBd z{#RM^zxiN?pA7xV>K1# zYaBe!@?_0g;w8j;mFpqtqwYZMhSvNLID>pL0II512=#3oenk)-IL}<}gohxzOW?PR z`FR5bpQNue8r_|va~J|D$PAfuo=iSV-p9tt^779f=^zl{dnY#$uW$7$YgPLCZa>!i zg=d+Q?2!5`xQ`_*VDqBUf(MxK5E_Koy=d}@zSwxk$_XiH$~nsLx851+H@F9lQWz`tU}=bN=!mD3_m!86$}Vj zbi5T(TKU@7HGN$SsAwV`7AY9WS-pU2|uqCzpb{+|mUM(Q9nKHAk6td~< z_*%2GJqe4ycvf)p15hg{hDx>DQ)eh(ePH=b^sfgY58mXDCCM(=iwgK)*oXUS=4{L! ze0}j#$Mj!~+JD76>;kX2 zLnfQwDA`=D`;S}6o{;`2lYEjE$>H+`>)XakoWF(!&ye|qo<8~f5 zoys#snbmbG?>-F-YMzkVe$~WAFzuwZ$w@py^iJHhKO!)IGsxM+gBN1*EW}IN;gtG% zJ#{%V(H~4~_piClbe@S^W)oa`K%xPkqFQhN6?PWN@iDd<;axsuQpcGItg(SLw(eq; zw*4O{SfuQ#k9|@?&QWt=m zRN?^^HWA+;O>Dn)jy}zJZnmolhpLgs_L`;!h-`DOkG)Y4Fy?d$lAU zVe`bbJ5^b@Ug!EnN%>R{Y3}BS_RJ!C=<7P{qB$3N`mq08#IlvQ@bK8r2(~mpmS1Ri zUZ_{TS>x5e>{IN>K1Fa*XZZCxbkVtf81wJ`tU`khvd;aM=}};y*H7i~9h&ulVOHE$ z6~;vs1O0C+geoi7cyHaJNZR%A0L|In3rHc;Rdv^`V0(RbVBbzUj4B|afns_x)5PJ^ zf-d(1zB^dLTr@-NVSU@8@G>Y+{D;YL&Aue0ykPc`$hJS6o zHqLvPz}Lh(kT)B;XDLs7#r~ z))?WEDqi-;S`~tFtqOUagMw*?DvC2fG5Q-=cpsmv<4 zT~8%k@H>qMN~C=cf_?477&M%(mB*Xj@u)tfb*#6+29mvTn|bQ9nXGFTwKQ&M=n(j% zqIMr+X+7I^X1tJr`U$ye1&N^2l#>Pv%5WvBCpgV2;CY-IUz-;uz5U>B&cl4Dgs`4E zf5|itXA9jvPHYlLmiq-sX%@bPB83^J60#yZ{SEmnH%1)K^NE3)sonM#%ZXa!30+$ zHw9p4@0_R z+1vqH+57D8DGSD^bMhvmtx=R`MxXofcV6|r@d(o*&s8?27gpovyr8^Yj5vL|mE3SY zHa9x;jBAh2KtIzt?P`VBIfC^L4%a1jAA$4izJ$l0a}%Vu=x+pttouA+Kl$r(pP^YL zWaaot??0|tb>z!ctMBvhk#hUMDwJ6%kWG*&a0JU@l;g28^WDL1J;t_JH@6x3pOAno zk);mVxkE>hT=Lv(-m}nEm}FNjG$m>y5vx()g}e8%D1`8~KwCl6vO(jdcJ2u8Wy*rX z%trMi!*dZmStI_Jy3&-p#DbCSA+!X;`cb$wK}xC@*UqYQOkm7j|Izq+TGmhRq5tUr z@R-C3Zo%U_pOia)^(y*6$1rL93pUCFv#~X64&l&NW*-(=|wx z_TQ`zX|H{>_v~gRV5U=*&YBE{3yTiTpN+O`6&))}olcik{#>=*+fGe)yd0lA_&UBk z@w*NFR|m_f4_#oBWDSn$R~M*vU=yk>h5_i8ByUUFHH@^OKYy^*Z&`o<>^2aT@l1xw zQk^H{os2bWiM;s@CO-zU?vrqUrCj#+vl;EyjnBY<^8C06q}uV3TQ$BknO+GUqfSrS z+FS#1S?B9=LS|pSqHP?eLY`}_N(1Q@=IcG-9IY+(X0EM^Jm52+&U7yA*h5}k*Ep!L zF6A};>QDcpd&#_ZVk2%nb3C!`pM9r9y3}od&6sFRa82CEgmfjLIf$^JW~t%VGoKB$L{5IOA17}r!!B5EjBdvk!E`zD`ysB{tM(UVpDM*) z5Y_oSb(lLi>U#;#`yaO+J)8dgb5CuJ5@4%G(u^4v)dU`Vr3t5Q{?`rp=gY(e1gxxd zz8doD8|*rX5Ejj_;SH4z!=j^rmBAg3*g*aGr7TS7G?+9oh&rW20o2bRY!~}U6{fu_ z>>84g#$gfaLo;qgYdHxW1L%v<`99#Q(+V;^D{ks@y)dT{g88Vr5ZL!U5U*Nwmq?%+ z?)HS@(hOA2m$x)j6*R4o#zJIpmFczojkXcui1c{HHcymrH~lmZ4(9mzsgA zk^ybv14UNta|hC5J=(WZ+Bsq59h`<}Xk>p1C+0cnXc1WjySMyGY(4om=; zh08~1)&MSKU|{45=ePS#SvMtMl8?=Ksr1U*cGVZ8m=nSbpksk9bD@bO9`xDSVvs$Fm5~Zr0>|opqa!#CzikdaR!$C`&nYji@x!R3OKv%>g!~|c zN=$-xCB>7Bo6=B4of;3|QCkDV$R+vY$^2BXIAPP_+3{GMG(DJ;2Yv0nSw-}iRFTx( z<*zuZ3NWdP0UTxTniTB1#oM)h9rtaZ#i+eu2}u+D%hcE3DFIw_{=K}5BeXamo1Pcm zsXDg*|BNOmBHM{r0&d^0?c^1yV2i&Z!j&?JI3%i#dut+NudQ%q`D>A13qoz5>`e@M zh&WWsRh=&NK}6OzcBp-I)QPI2SE6S?Feu>d0k`s8SMn9={n&4hsD*m$E zC4@4QT`M0F$|A34sG2FZKPb#!7k!q%SGvD?mrOGNhKr-BPc^jEr43t0DV#(Q!jqqaI&}*mB!=c*3xW1LxM!P>h(==6&y6e&2^s1-B!pq0BYH<%_autMdZN#!$J- zRYjD-C~sEu9x9Qyt^0D2nP^J>GH^zEJzHqm<>wkLzu>-pxA&(Ql`{PE{uvV{!HKBT zvnj7$cJe8W?-yU4um65$+wV`nbUoIP$>LQi8rA@`OQjT z{@}lF*axy0?nLgV^hw<3LbNz!cY3}zFBwToUJ$u>Glrc{nzD#9MiDB%Y_)SFjJAc( zC|gv=SJ)CfkA&$D5CN310p}UJh+OU9JRb@W2kX%Em`0(>1_TEXQUn91<8Fd5!$7^D)qYa%rCjI6EFznmm%=-L#Hu9+ z5Bmeil_!x>Y2Fsgz%)Ep0PlWZvtUxd0w5Fnn~$C|vI+d63d%h@wB`cnDdBkVu#;`JI`o+?K#<}9V%@kZtP{GJD=AoG|+3rvN#FovY_#1>U*DQ(42j@gYW|{PeV0<|yu+yU0L4AjyW}Ss!;CnQH%9vb zzm9!oJb0eM&>L{&W26@B8Fnc0I(yv8q68#n@cSJ^(syBQj>6|fuq9DsEZwH+%IZKW zx~l7%IH|4_pystMk~G^Mcu`oii%?uteLaMVu`AE05xK4BD+-&~fZQ2Mw^zfbXs46o zFK7lrK!SvoMoi!W=aM^;NF-Nn2@$Y8d4mT9c15(n14@~c4_#lNaK?G#MoBdP&A)-v zuciIZ7*d|g?(J7Q|IaZie@R+q7skqX2PZ2F77t1T#kR`LFL`J_))1g4^Y zp9AIMCrF&Sm7gWNVI}_J-SQPt!#8ol>kS6h=rp`XanHPsE0Ic z{fSYYPqZJ|l4ray&Q?FR{-J9LIi}M<{7%mTA=#5aDjc*|zg->bWo1%F@)syW$9IRQ zVwk6ua_hG;;`Ke$G}N*7J9IJHof}yn$hMkaB1LNeCF4um7kW7wvNkveR8brIt^K4a z7rwvUQyUFZ__Aw|eR+tIr4th2Z@7nlV7}WD3(-z83|+Ck7RezCQ~^PpSKK2*u(q3~ z513Ty+e-_(uj_Ybjgp0Dg^HD}PZ!Y!Z2y2migxc6i?#T>-)3^2#PXUXGzRMg{rPF8 zxXmJs{Y;VVpsmGIs7{Y(%b zFz~f11GC4M!^t;g7Z`YxvzrW>#@A(SQqEV(am=c-JV{-NP$WO3e(zeg=KrzLd5JVS zu96wQ(T=dBw@^ozfD^xw06;6rNnC@fM>4NM6SHW=#Cy32?44|p$4KC2-QGozvBtnG zNG|}FlBpstRZ;;gCq5OJw_}Wl*A3qG6`02$DMF_ZI2GInL`5I#H%f{Mn1Y<(Pn987 z1VN>~g{hzX=XEj)vZyEioEh(1$1}#k_1g;oq(bb2PbB^+ZWEREMx(9G_8mN?dNy@SrAptZxrr}yh zw|pBXVqn|_q>vvoO|+1$741FsR)yNbs5_T3K#{V{biLrpc~@h|RErXIPHTMyD7FVF z8Q@>%O-+pde3#gb;Vw0;466Nw1NqmTZPd7taiQe)KP1y1@B4rIjYJ#d>JDgJsr_^B z@UMR21oB=M!f%QH`K|u9KaBh$yFT*HmvL%fa{sTF{`6&|Hk7oUslC4%L)Tk1v3(_mnY5vFyJ-(I3C`%|}$gHY&$Sul(`#f4w(fPq>JU+K=Y` z^*{go<^Npre_g(xU;fV}|Kl_A|9O?`oE@R;`(IB`BA+iJSb!;6)aNAYHZ`dAXEtYp7TfyMxXn52nFXC02J+zEIFk15`d_Y z0;F95ZDFrZQ$?sI6_Gc^=<6?v?GGofYCK6%4XbfHF$MQe#c)shBPoJtEka0Fw`OCkD_0$VeDM*3rLyzZSF7vhb;d~-kz8FwYcp9)I|`0#zt@t4Nl9s;-CkwJ(5^ahL1XQ;vQcGE)?7v)iF>=ST! zLKxb&C1S;g;P$*p~UfOx|Zj?eYSUtP*@6>_yO#`@>Z;Djm~^20S-GtyrDE(*za z6H$(zF4L0+S|R#L#Hd?nz=npq>%Jc~Gzt-immF|vSE7L57QQXsibPON`cq4iy+mdg z&Au23(==y|A^^g-AJS`IWKhfe^}vEbD#EAe*tj`xQ?Az0HL~ zfZE#ME$JwH9zcqW#fSKDY{K$fZf+L*%NxHZO+3J@<)xL@@cZUSV@Q5BrXEnR|FqL! z6}iZW6@Cb9IXi2|4S>6AtL<)qWD*EAa+A`}kGS}O2!4YJ?#M+EcGsmMAw8AAjMxde zcRPX~68UGK`3jNXE!%6N6SU5NB=6rq@>0#d_T~X|!XAjJ$Y1zN0}6vqambaO@<{Kw zOpeGn8B{ipM#sfBXt~V@n70WMqA%#H(@%Tj34O(;$KgY&V&6hcoqY}(c@~m%O}?gk zR&TFcC(99UX&k}VBC1WWG~t{=mvrQVHYS2W)|?4uXXPa1-~BXuuz{e$S^|`kjKsZT z=??c~ceb}$)fF%MJkSVz2hHv5eEeauvFliEvWV-3u3E_BQQp^xhkMt%&!sdRtlXc* z6y{8*&j()=`1_XNO46)p7?Qz9LQ1v?(;AbY3gJU2rYJ$n=Z@n=Ilx7vDMs)vCzNv{ z)SdO0?djyF{pUxEUIEB92}6y17}P5A)I$_#^xUMuED*kYi&IiNx-Vof;G$_GJW06j zg@8AdA;31BhxnW)y7pDXmLDHj?BUxqHtk50tE%sN`SDQ(!*m?$TWAGrCZT^S&;c!x zQXtiFB}AYAbhAmIR#1~T0ab!f3<7nwB|~P6Q-<;7W_Lgz#^g5WXy#8T6x5X6kbgSc zpPZLbz$_TC?X>ys*Ob1?AK|AFA;csCC?beU6|c1jc`AUpg9jOfTCU+IrAYl&6G(yX zFm4+Xcl%}&4~=L=TvO`8nk8VvwXY@j^Zasf;Nysdm;UB6Z7> zWA-%h*Hw-XTrVaBULD&N0)8l^*IHQr_M~biK>yM0)|TPOL%O8-x*;fm-}GvTME8q# zh%ej@;(9U(7OT0G54QtGJQqVKGduXvRNk;?)9gp8ClMJ#jc!9B2_LdgF9N2+db`Z5 zFd_bIj}%&okYP+}P8%K84xi2@;g}S(dbWvjNgjDDBxGR`_b}>6yxyrCd-B*0*LhH1 z704K&%9EhYKyx0eZrIuw*%1QqRtn`_3j5dAX#t@fHITjAw@qO`KKY`Y3Nc5x6BOid zPJ&!SV>Bw@f%}(dSH8Nc;>}5GIXDt|Vi(GcV1^Gr*?*d}wJhbP@O7P=q%hM?mza-C z8ohlOeqAp^&f#K1gQ6KuF(9G8$a<>1fAoTnjHC=xKcc-U+S&9PauLN1gokVY@i>Nx z&X<7HhM0B% z2h)b`V+I;aK2Xk$Po;YhMZT~RjlQTqKFSlk&5`kh^C{-YC#lvPqEv$R^gamLhcEr|NC8MWDTf>ECBiE`b^ zW!&M=uI-z0r+Z&n=Knl$*6ZQ>LKk2o~ zdeZ`DrrjXTTf$K<5PVF&ddy2+ev?H4<07;B2;!Y~h-r*GtMWjo1FG_rY7_~o?&kN= zTG+-xMS$MV2|uK( zE?FEqMJhjCeh0DYUCMTVr!xxFmv7|ucpt&bkh;dgh6aDUyqM#jEUZ!amRQlQLEwRw zQQ7f)OXqk~9ji2{FYVb+bud8BYNWbK6a;VMk3#WIq@y3Zf9}OU;huhNA9qTx?4OPz zlhDN$wd81z zJ7FFJ#oeV*)ugylnj(FG@>A0JiSAx(O8NsSC>)Zr`>bE!&R_uP5<3u#cTj1b}gKeIdQdvz0gE!R4Mr~J|mDOhkA0k_6+&bEbxCdoOjBryTywWU;n9x{rNpC z3i{s6NllGU{p84~5|}1->eP~f&3LZU$NQ)@1Se(ODKr==r-l;%^wBLNE!Pr2#+e67 zvA6Tzj3^&@?@3OGLS@2aX8H{^F!u1D@njQ>uSC7aiKLBNF|C7INNi*XDfF8(-_}%f z$b%cb8Z5SKz4Gnp{`4CMC_g5pj0V_%7wR-VSIQC3OB%!>eS?6@5RxJ_wkSP;fBfX= zS;ylz*WNRRkL}AQUIvenm0Zg~NnWaDA(WlsrE{)|1(vf69s<^a>wUPc0Kds-LCYg$ z%GDHfHyptmY;O#g>Y2^(3h z$C=pdUcqI{j)nQEzZBwFX5_L>8EACrkzs#KBXW-AUiiDMh;2a26=kgcl5KI{S)B>t zWm1X=r7wh}o1ieFL{R~CY`cN`fmj`w-%RfgO6C3WSQ$8(lH1MnG1ME#bRk(woVf7x z;frTr;8n%ofrg{uOZRmUryXDgzv-UclH(O@b7?#1TOjp2$%g{*Lm2aoZ+T^>xd z#XWupu$M*PS*H!!yT>*80x70d;|T|D7r}s7-<9f2r9P6=g&HWlA|>goaVz(yuu?x! z*&oq;%S3^`&`C;faL6Wg@eb_b`xosl4riCJ^4tY}dyrFn@B>nfv_I3wI=@LgN~*?= zh!yT&DT&o;Ee=Yl*(F)jIlrsY|0uk>k(R+V!N-b)H8J~LchDDgNm*^I^?K<|w1Fg{ z->^#AM6u~MRI7JrTur@!e(NZ{da9DNE8VnKL+H;zAFqG>JFcAzfo=^ZVEWS6|4=u=S@TO4j4gcUZECZ!w%B;2f z2-eoRLWwBh^ilQ9Rl)-q*&7zC2Z$+2&PmQruqpNp2O>fo=-YTIY^!%HOR0z#lbn-N zc8L)W0(X**(iH?<>vRHRf4yyDlH5KjrfD;OZPGgI3We9%?X7tq#GY&HsuQU^E*-O< z?iR^k){k^zCg3nwLYK5F`_PmzMvDE^SN8b`vc zDVT516?Krl@`4kYL6;8J!`fz;N@z^+Jfu`}?mhxK(s)rYAKp6EHv{71NZ=rP5T5yt zk?$#T7o=hd4#;a{^8(6!5}W*le{rh4B!+8s4B7*<1ZF8{&=96X-GAJDHVq}XiNpP7 zX%8cWJ%h%E8Z+q*zt-wUN|C?pu9iTUBh-Nl`Ck}tSBj2&y`iau{tslU;|10)mgfdO z*hFpKB31h>F8Me;Ie1)w(#lFn9C+yvRFOf+l$`{!;-rOkQ`)N9EHL7?DpA6AHqpZN z-_AXXwF4PkLoV}}wOuE^*1`V3vj=+ld?Rz8mviQvNGmN@AAxvLs@HYl%g3Lsjc4%z z;vJWFhp!wPLA-F!d#x{hEY=ShmcogvWv84tKsr@cXz}Tkfb*o1uznW4Jk#wB`N#ii z!~SEz({aFpzZ`#^Q|tA;^4OIZsHCe=ICm^>E0n3q1MbCO!G^QwQ1`%zxB`?B4R~~R z*!yuEIC>gLwjCHU1L7A(pqwb!2L0MlFviPapvW4}t1j(J<5)|xO+^s>45TH+QI6bG zv5(5AK$gnMS^-*YJ`m?j!Uub*A5K_6>_+8ePVy?pihNRTsLsTPK#Ig5mD^__F<_o; z?2p(YkH~xjndZT?dYT6Y`=PUqdDaT-WY~EYbn;D6v({+3 zB2J>|PeEh;J5q~jy#$`ES>qjkq#S>itO&hPr6^EvgEl>Q(49v?Wy99nK-qqnJ1D9n z6y>dcNb!6Ij>wz#`s-gtOW-yzkSv{0W0-oTcbYpFY8OUVwr_|B=b%YkmDQlT#Ecg- zP0{e52AAdrgp;`mwtir_OZMdm*?#I$xiy20i3-Vt*;GIFO@u68FUad!Gun^l?nGI? zKKv!wI*mo?(ChDKX)Rt}BH(ipX8xOzq;Eh@kYfKe86NMPV^@y5h9Ltr<99OhE-<}a z0Ftn~_pFtSyEtX|nEL;9>3^yNSj}Lz#1AlG4*c13Q|jA@IG_OJS<$XNx*u#x#{wn+ zHES#P!Zm@)t{dCzw4yT9apes92ti>iHNr?tXHNJfDMb`gFI?$&b3-y?b`;d#%wI&! z+n5+N6XWS$bpjw2(iC?I1Vs<3wr2$p%tB5=_7J3Oa!?n zNUY#41l}7dO$#{bYRrreT7`2zDl5CZiQAyG1M8@wLY?&kTRf8hftNFg^XL2{uI!-J zi{mw`oog^C=jVOEzU+Tgr>?L2Qt9h_Ja9XrNj}+-Bao{>{ zREMja1b#Xi>jSl1LRH(^z-kw&?ejlgfwOuu!i8LkE%P$qNSBDwRZXr^%$$Pr)jqps z8zWwM-|q;5KstkcPz=Iu*}f#A6J{q6i0aG93Ps+s)3-&Q-I(xU6T}4-|LD4|Z#&W6 zKlA=EeGHt3&B%aOtyuR|yU(^WU&8z)z#iW`7%-~xj>Ql%^5%E{blubRiCB{S?!WZY zbq~DB|6@n{wRLOe0Cy}rNUv>A%n&8{L1I;?etQ(reT0BnB*LMZA>%OIccIH@0j*67 zO#d)&BOt>kn)0iFRArR`S~|A`xTMWlrN|rU$=e&SUA2N@$sDX}vu+T*A041#UZmR-KPd# zJY_kd76Th9o>u;q*oJ~6KQ7CUwNCcgv|i4=!=&SDGvJQONhlx8H*F5SDQYmRB0&tB zJN}Vc=aZOM0|!>NiuHlic;PlIyh7i*(aRcTxPfy5U4N-Zz&!m-=tf>WVIi@Y%!JIQ zd?pPk5*R{!t&}u#j?4qY9TJedhx$T?8oK_DNJ zpnSv3f+G`#vaH1NjS(>{cSPX9oo`^*{bu3DZD1T#b`!5BOW$`;Atgwd1A2z`W9`wm zmtd5Jl&bsI*_C1DAi$pEB;CcHI1BT2Z@`er=x8=PCk{vNNW%5Pq`O0*KBtNzzt(|P zk(I^1HY|6^!w*0#WW%*9M<;72tevY2V54rm{ZzsXk-`OYqxZh>BSVb1QMHHpE5P^D zdhZqXJ;dcuxlYkipeFp7We3kA%t`X-LkEZZB;o-)GnW;rP?uAkGTb!#bbqT6{^QE2 z9!F4<4<2bRFO%5-pDn~U1|tm3WMK}vnQRBpeujYG-eIRipIG~tu#&!IyJ?9Y%%BfM zx_cyOlnjO1vehfJxXJiwDJ8GGe8rz*bIwUQ>nkb~>38yn3K6TJ;%1`3MjntOoU%7S zNymrKD8N*s0X5A~;~>5H1^@=3&@r$AM-v{N&{m({LoR~Ac)^%tvUHe~?VC--JaLfq zxL=~ME`}ZTM-V%U#t^8SI{8gf^(V+G_(<)pFl@ zf;#Uovz$D>&+Y_FPQuHyHpuM7dEGQ^nv^R=J0ow0Vma{>Bi86u^AHgv|iAb@b*LeQ_Veh@; zvF^k7;gSk1ql`#)WMyPUX7(sVvMMsl$jZJ@Dtnh?CL={MvRC%XE@Wlzy$V;J^K;QX zy1AeG`+A-~ey`W>`=4^*Gv4p_d7j649LEW<<58Qp^RB2)t;#nS=kKA0KbX#A(Vu8i z`Gn`yRIJQ!UUfqEdX11!q}tCRNXV9TMG6lyx{7WF$>tfHeJ!`?rSPHf=-C`(eB#P` zJdw-h1QUfcY>3Y_6!BS}%vLYk>&~}pwT|gJE8=-{fM8^*IIdRX=(6IQcSF0Q`kVVn zZvk17R`wSG=fiP?GOh9chTD}?95|oOqt{n?i5TS1O?)m@n&8)i699pjAuZ zWCW8A?Q*wnwfI2lt>yD?`&9u7x*_N~BHBfGb@#_1YWh52K>A!6AiQ}FoZII}*Ha$k zCPfbUFW}V?3&y!eAKU$qf;6=l;e+drK5W@8tVG1H5EBy!EZ&I8+XITvZ_B&Pi%mE8 zA1cJ%f8{WxV25TY-EMUl1btPnJ>n*+wPA6TTRXhXO$3|?AG}&?{a7jxVf4GZh$i9F ze1OC;6hr8PK}GuA;kb7N-fn<2#OiA?9|!1@eCm|8EJ0w+9^F6kDcsPYG0Ie~>HW6i8sFN%}@$n5@n6|&S&eldmcANZF$ z{j(HpOWNZs-OeO@a96bFujrYZG7dypyxV?myW~iJ{$k`So3n5!kqcJ;jaI_=2s$3| zmq$qdalY=9kzG!NGq>%3FZ_R>_%7>wZgZ*!_xXv6+_`z%4zl~V`$YGuySqM!iP3o_ zNmI!KKV&SI=)=0}tdxBxpWLtBPEr!(#I&!PYhb$bTw9&NPR=Tv?!`>9pcKh@)LS6#6^GZ$Lwnv+|0n(K82Pg&Umigy88I;;YNe*!$Qq!S(awyDR7iDi?NLbN~dD{1VO*(RFJN~c%pfvAaS*%BhRh1^CPOOpD;qdi#2_>~YjNAM~2 z%(bMMaNiY^a-Wf>^*^AKA_|id&H$;vns7f&PZyZ9{1`mFNxBf`t=cGLsF%!h>yC?Q z`4L(9Rr^a{4JSxV&@=w}CHyU|W%np3Nn zbo16DU^pikXL%TZ>2xs4TTS;~*4=i+CGvi#9c|dtz=rKO-k1p+0!SFoLxmLxuPAI# z|B%4lawuGf5pjKnR1ODJOJ_jlWpm7X3Q;qXaT{HhR=#9MuaIL0`m0E~qi7+mAk2$; zrtj11sM5nrKHcdte*UbP29Y;N(gc10dNKsR@k-g4+_-UTg3NI3(?JHA4$`;2&jqfL zTRbG>nkZ|yM^fyvT4nj|}-J5l<=73CVO7k*Sl+vM7*#O77gMWrf_%dNHa25 zfI`KC734SvI{|!CktyE$6Uxcp8-(FLZ*k%zZUC;V7#q~p0pM;N&~RpMDm!WuiW5;h zW7nmeFS^Dh4FWz*ZnxN&n3C?db$7;QkM=C>UxJji{=9a&9&|e`5uTD&&2f`VLs|n) zJ+G_0pPe(BqkNyI)e{!3K*n2Rj#?z|%r=kCy+lL>6bM@1ljnorS=T^)SKlX+-2x;7 zdgw-49}{2Usk}p*aQ~}hcTD+Vd!w5N!!8~Wc3FLLBvO3Gw~a+B@<8GS<%v@YPxjyv zR;c%--}XkFcNj#HL&XvZ_haKrd%Ehf*DxqWP1RFaK-2X#+V2^a#aI)yp=22JAYVA1 zZ$>0I%6ZntqY(^>h*To1rYa>)&aFP2SLv+k>u*uAM&`)EB|0gO^;CK5Er#vU?moLV zy8u*zLo&U&3$@I{Kp_i28Zh0d%Re_pg)hhmnGs$FFXLgT_G}D-&zyQhqwa zH%HWS+}WUin9Ap4Y9G2^ZNEzX?PG(QT|4I^Bt*=bSdXm+c@qEo7 z;Oexv^fr2;sMDxXvffCiCc*{ma=hrI#w@jZhj4roH&F-SxB?I?2DjL-kW@SIX)Eg3>=_OSTCTN&bWCvu(D$3O_;9WN=BDH?a4{0yMN=ks95p&H+AxG;0drR z)rPX4&hWpkYpB~~E)&YE&Suaf!8Y-AR2aP!+?Jx*?!Hz9Be-#CZoO&3XyAl$Gr8UA6?{fzW?<;tg3%#1V-VeLiL+=YP!j9L zqEYpYjiC*Z7wY^@U5Lm523R2I%DOWHr9UFaE(0e3y>WTwm`6#FZ)d~ZZ;oDDR{Y?w zJmLA%+57w}7zENx#$a7@qz6)67ORnZi`tn@%(niji)`ywXPv+mQPPK}i`Qv=BdvB! z53yz75k6ST9J?!v{Ut^744mm!DC<0v*@V95_fyAFFt)5=80qsY<}u`&y`YNebGQhd zfH<)Iu!Med4Oq8KXdT)-?cAK$msbQ_u^}MW-`$E`-WqD0^?Z42bizm3YEG;N0+L^POLe-qb=!IEEB?#UR`p z2DBy!oDH6IFCZj}gOO+Z@|U5jrKOS&oG%CV3%4Vq9AMikI@vT80ZaapqR_G`Ke$v< zyrP$Tc09MyktRqg*^nR!rK1ytSji~n=gCWhKrv!i3_wT*fYM%N^N;c)0zSo4(}Rtu z6|UUx1KyV=8P>6Q>CPR*!Ip@DL*XyEw#1{Z6yWkB&-iIzVB6Bq#t_~;mX5XK_Zl#b? zN^}JBo@qLFqgap1RR#+qOOJ+zm>MF1N1KJKz03kp(waF>iZVTxSxP4-LpEP@EP%(4 zP~4G}L|ocXElbZI#B+!uaWsA!5J#Gcci}5nt72`;0X(AVBlK$B~JAeYpq3{$P>C4G_ZGN-;9GFIZa#-%`K#FS-@tOXQ0?f#G{9G3Wg-LpFY{3N{P;5PS;b3$mvQp$!}Ojddt`U?v8s)KNx~V z=Mp!WH#=Mcdvl6vQtWAJ=d@HVg`66qv|He>Dy0Ju7fpsZ)T{~BrXb+3)mh3{`AU*> zZ>k(X=i#g_vtUSEK5F@KM;#&O;mhEVknL@X^MbB}EHt%l-!gismU8{lv-T$XbC4*E zIyq`hO5Blal=@n5pII$A0O)M()aWmcmX?+@sJB|W)puGRhG!Bm6-CL7Xc##wC^j1= z*5EhuC`{!*`(+rqZy}*N4oTG+i@k|56l+*N0A`+#Qp`zibof@{7Asdc);1+@w+d+! zy3Z!kVDao<(wq}ek>!kb%oYX~m8Ew>I(N$T51duacpwQ3@H)Z#qV9!Y$QWh|5S>yg zaQKyzjXtZkF@I1F?T#^)$oSRq*}DpYZ9{yKNiv~fVIXxi!qP4%zKRLdeyvELZkw0t zO22uyxw6uJ#~_`q5Hr@*V?s_nC`u)>SGz$p)T=347(K2;Z9AEKc;Wc`SHFMTJI{?&Nt7DNv5BtzFwhi_BU!03!zm6Du8@I%H zCcRp=F?eVc&LBNzNhol&knPjU4B;`B<7+fmbURd&lq)q|;sNpBq0E?aMs~6c-+7$^`GXZXIUSiU#gF|7iDSb5Tyab!y$^u>_fu zYe82HXYTQ8>xk>!QFd+Mc`36OHdwUk8`YW=ny)0;+E$#&0b?2W%v;HX0M}(s($3Es z%V;uppRj7t;GOuAGO1=2H4Dv%h`|JfaDh$5On-rQpdR%us0;#9*}y?qKbJny(Z`n!fOODMy?OjnuC0Tiu12Ec!wKHuJB5 zBwF9FUJB%jh1K(IfT)#tXIU?5liALeRXJsFxo-|a7noO05rpRlTfn|{^$U%osUwm(0!usW zF8IhjK!EKA?{yf7{Csik)0ZeA#}|66Mgwm7>IGt60H}%+J#et$mF<7yn&e>=KW`SIKqn>Iu(~cUeCk0W#eS_qt+bq`W z@LU<&bsSSvQ?7q*JHk%4z*4YkBz#^*qNhiJwa;Oab#yqi;YGjMk(1o_2x-93Wi-k% zNTO{D8V%evM=(dTAnUN0&VgoX=1oUDPWM6ZD%E`tY{MB1@3j_q1j3V}_%&r!~l zCgp8@T}at>i85kTg2(407lqf(=h%lmT+;f>gSYRE6Ox|0AyPktGaZVmvxZ>X;NQST zV9bM;k|?tmLaiThq$#k|%s2*gLOtdfr0kfXBvTZynb23X4;{FtWY$;I!zv5ZIq@Lc z`bT>EojV6tbXOtASkzI>*+AN?WIDK8&z#k!eV# z5|BGcjwMPm$8gf#Fw2vd&0Kr-P>tOxCPdo}N-sHVhiIZ@@2idLvxskJh?N_A4#wa4QeUg3+ioKgZp^?=9q%97%3R*=SD|_8Xj}lRf&`Bm|~j{-#FlD zg39w@HO2CDs?$wORI>JRP`HScwp>v#IcJn!4}wfqJNjbaZS2xPsQNXQo*Z#AA?$$4 ziOi2dl0MIVa;C3XxVftwlZFb$@SWI>h-6P#XKrf~PCz4rbGZQ50l;os!tVuKO5-h8 z1j5@uj6Tz?a_t%;)Co@^8r5|gMw^Ls{_t6Z=PK3@0WA)AC>)a$-ek5Htj7X0 zxuN#x3Qu2&SBk!9S$2fC8e-~D-{#Nk+z~0!#8d4giZcmZYUN$rH8B7vEh__}cOyo7@c zac|LT4xgNf-E5+d2oJ7ZXmhi9=b1cv!>0L458LAHM`2FksiU<0C}L5~6XShP0LXZ> z5jg`={;?^7W*)TWJct{-e){U>-%n9dFud3zaf)}m0RtR0U{0XsD2o8CTfS~P=TQ{w zSoKsE1%k$vVS!lCjY_wk{PHR6fhG}Qfr@S7+p-sQb6_JW(-;Mg>f~zcnHGbRVFEU9 zxZb)Kky<7mWmj~uo#`gC)P&kr-0#&XyGi@@hyH5Oi@<@?z!Cdt^i_Vm9QUC)dm+Jnj?OdM^9`;bmtJQ`9h*FnrTB>tg1gl z+fEl%iT5pKH1dnU7a@S)-0BHlYi7S2udjW|Oy6QDoKWh5x0Y}DV_|qCllL({S^T$@ zNp*-IlH;hB#O+NU#;xy8ey9E2Da#c@;dPB_i_Cqq3s7b_DKUbu#TPt-Yv7|KmTZ9!uYb7nNL4fK z)+OW;oj;D7^>cJDP7#PuS?w=i_dbM&7t!ZD@9?&U;Kz?2315-3sCFI?Q%(2s5f(;m zzg7wKt9uDGFo1` z<#7W~;FKEp9|mX^cpjrB5j?oYd7hoUF#^~BCfj9DWB8mH15i!65BvrQEGfosK+m5# z@d6NLEGZ^Sc8vc0T#^WzwfW8Ch-0bXUbD}t2XiY&F*5$o@|>RfeG-D(5U16OK|3EvtEOr z3cOaVy9|j$t2`RS^^dyE*(8`c5WtABM`_J^J1z%5_PHkx+?IIdc-fI!V9-&dt3J#9 z#xz!}YyLn2YU+6C(k42D-&7P!zMjcuiou4lfzOEP&r}We@;7uBy&!mxB=w0NE-~X)`Q5 ze8%}sG<6zvpG%-5`Q-&*3a1z+Xc$-DSN{aREn)>?t8DN$%(;}|zp62xFJ#&wDbE!{ zNW3wnDX6JQjPiTw9x<{4+glECgqsIt9J_6gje2#TxYhhM(a>*WJ^9(MU*>CrZ8A0P zV~1X3B^*}PMN_&IG`jUoccy>IfmrwV{tD)w6per{P&6tLc6MPEuqrh=C*{3(IkBvjH$m4gp=J{oCuTlOfA%tkSlCkd6)kvDa2-E@#v_ z755b2SBp_WVBBzKh_Cr!-^K{mvfz z3Dwu4Vd65?i`NSvmaGN&3KJMXiL3bqi=J}9S_|sPuXk;r;Q;(4pfLy4dm3!Hn#1(E zQvmj`1XMBaiNWdFi~(E6ukZUfmTkKqk?4$VAfsll=;nosRxy6>%(lzoVKFIRs#Di> zZ+{Iyd1C~>3iv;qoor9#9nG9ebwSIS6)vmIvx&xghOT7`IV~>Q=cYm9qXU3SYJ-AC zQT)npKf7-1=rda~&vJRhj#5xhiYm&r$SL*e+h-==0GX6$)+5kNcFfvg8ji$TV4KlH z$?QRrP;C<#{}Mdf3`RU)(1~2CPN9Tu1gM&om+U|rG;%RA@+PE+BOPj@hWbq;d-N)O zI24db5Zl)a+|>`kJ~8ZL=k3e#HzY&Zw1+_Kc5anU<+7ZqQq^o_TU-Djt|eh&#V|G_ z9T*EVgXUk7!xqKPhGjiaQ#bUPV;CAUq0Or=37{5#z;k@fTZCXQ+GKOaw%F?8`b;th z_?=n@l_I!YVi6lVY+MGbR7Zap4rJ!(q}J`YY^xyCW!1HEVFZAF3B%T=X^?cXbJn?b znb9~FuRZffS*c20DbQQIkf2+XC-|6Q27%&Yi$iT35g6&TLULR2EJAoLr+)&?7T$$B! zS+$-1dKD4Wc*xz&(X(Df`F!>rp4r;<26yW9FCGjNII!Bc4`yrc0B88wx<%;qb!_zI zy7}AUR{D!zVL>Lc06jv1)~HZ+U7e+h54z!~{Hwa(#!Lv#L|O-BWIoYNlRIe$@B`AD zEr@H6XSMDm2oG<#){pYmG7NgH9PibZs;i51Ml(8nd{eljUwaC?r~dZDl}&R{LAoja zpfyvpwRs+k8(V+I&9VcD%zzqNKReYzk0R_0LMMl07D_vxHLC{~OBIA3d`92Q>>Z0n zIvrgi~%@1UrO^34e&U3=G#<;+* zZw7cm(MGj#U5A#aD(v0G{%|(?ue%Mq;gka!LA?Xz(w4*EUTi<{y|afl!1aOR3D*55 zKB?Neu{-VfxT^ zb^j-c^`tv7)dz5gD1@>q-j>^JKly4lHz<*1Zr*%3b|?ceJ8b`k#dA`@?^=OfTI(eA z!sQ|bY_ND9)X%ULg`u6swD0Wy-V=S@{Q6G4``@p1rxpK~|C`frrRQ-vKu_`O&Fqk3 z{P{lhqaf)FTa_Op_)j1I&LZ-_y)njpr|bOf5koMjM@o^!C|sc(tFeDnXwgue&5?!N z`^R$I=?((ykuFRx*GsAY^zm;QaGw_+68`C5@{d3NmtDiDge*`;h9#U`*3aMX)d|^J zhL=lsY#050@ggI*0aStZjqa5H>Eo_QHu(LpEZ<))?=Nrr?-zpqKVK`@xY44xzq~>I z{ZWRUfnNNG5Rt=9N5b#7xd-dwp#Z9WF2?@dul6q&Pqm2fQwj{l{QuL(OAKNE{_i6H z?V*3m5Fv{mB>1()v8dkL&gw9+u!KPMCiC>{Rj2W^N|2W{(y_BEA-%wIlimVEC?_Uh zJ2RCzEGNE+dkblpqA9F0uR+AL{8qAe)RME2`}5!jgzwQDLBv0c$|6jfOi}r8=W0z& z&3u&CwVxn;xed8kx@i{=zvYleTe61ANp2%5;q}hOIQg)l&D6pp!sHw$%GA2=jX_~s z2dWKmMfJC8tV4WXMBl89uRzxwRbefBtY$;UvZ`W7SYt0a7Qd9gDGwGA(e{?)RJj38 zb}d<^nytCeh8AGg_~d!(IMhYVkd_AmhAB~y52*?#ILM7dQdK@#6P1bFM2+8DzU9&S zFxs-mM}omZ?s*sF>SuFvb4U1;skd)5Fgb`n(Gw4fZrKsy#2J8B+2E5t4t>z69R}B+ zAUNGGCBMQYZr8SrL0#tnY4!P)XKzX z<~x?|l}+WiDO~moLlR<@$$H3((>q%F#2Z*lpwf!Bo$aNrA@FopT(&bsh&wd*( zj`Cmqsk)-l1xq2CqwG_uf8qU*ouVPW^i$|s#L2$6zqOUC@!cXX*vi7gls5@KRHa1Do|9&I$&%oT5+NQLDHgg9+71SY$wC8fW{*|P6z1YN_0B44Ygg)n zUqZUmj|GqHsu!X(+b@fNI#@8*e$ikYUQUoL+T2EgQUJJl;xj@3PIp5N$!XqO5U`ln zjkJ>(5JFdwf0junp=BZT02iQTeF?4Ag}k?ex0%gwI$Vwd;6wfJ;4wdI8EE4%0P62) zr=XOO4tCLtj)ze{Q#|n+fp_$m!|PWl2|5n(PUhU3t=t9QdT+7L_3=7QZBFsTI9pz4 zV_}#=!c|d>At8xY`kk6ovv{`HL{fC(tm?T@!Y%YgqEb0XV2#EZY+x-BHq*^mdg(Za z0t|X~RzHXY23}|)bfn09(B)GjR@p>;pzlB9!GLd{O`_}6941sMglw+SjN?)6X(pYV z2vzJ75qGzOA+bI9*K~_#WcM2a2dhI(>tR3B7~y%OyFWH7)dOhvZ04+*=ToY{TGSmE z1Y%Fng+*#uvh$V{#unRTPCiZG`HNd!^{50)bP0kez&KLLQ0*arE#dQb?V*3&khwWi z1LYOT-J~NJlAK>_Wf8c(#LDdfLKCQD?vM#s8;O02-@a4o0_?Nn#iq7zRTBMz537PQ z$$h22hTx=BX#Krxq`?6e$s`t!@gfxvuc<&lVe&uU2Ea05inRl?1x=XWwU@C@TAnwv zlnCRzJp^`FR_ql$iRsZ_$&d>mBk{xAG1|q60xhS-RWW$$yKyQdspiX3P!gsCxNXR| zX8PmD;^>9GJU{NNjSVNnFn26F)221FD%$0zecYQXjhNon>wR40L@*+(Of_%a$%-ns2J^VwiNxa&f)Tz?1&~CvUi=1s=4;0ugX> zV@#fUJ_`}@s5X-^`B4hp@%wP2tWi>4)A`89?~NZpMJbRch&&S6Mj?y50s}a7s7{Q<42OHAKPdm-Ijn(f*nbn1| zhXN(*c>u`!&fU(&Jo)L=l$>{uW{Sbo6vn)$*C&Civ5fWoXZl&HORZg}F}rn|>-LTZ z9;XcC$?^^-m-b_VvYRW8Nl)JACDmYBZW)^11omYmuq9LZw9eTX;iLQ>Suj`fX1m4_ zXWa{G+iS)9$jN?5xbhEoK3nQw=wmP`gOygwF9d--QNR(A1>?I*M5L6c?>B228~yQ_ za#f<87Cf~ar#~oPzWlAb1K>-r8PW8@PQx5*-D+ASmr{@-8*(3O#m`W-KR!%0prdGK zo*&(R3bP;j(IY!^GUW-Roql%6k8_~64|uoCLsMTr)GfUP)=vUOY7Dz?k10@U%{XSZ zC;+FVPcm;G(5;P90}5*Zp`<&3o5Gc{*}mdFnHYFe4}f;EmFf7w_Y-_(@(Ou59 zylqj;>H@Lc-EjszQcx*vjUi9ZS1uwn5kzyH`XcwDK|N^_Gz|IKWPT-~^c>5*lPJn= zD=_Z}KzLCzFFPlF2qDI&34#p>NP)9G)_>T8GvqMv%%33~_PqW_KuW6tf19a@FZAcF zWsYgz7Z3f)=k)!3vUa{2La2gKh0hR;c?%c`2jF88J;g4sw>3;iD&boP9j|yGiI4Dg zK1e}HPCmiVkG{Ax>3VM>Q7gyOb49@FM0oH%9 zhPgTDy*UCI+#b9ueXGI@qnKc6a933@b&MG%qcHuhYkIp-@5hmJE^;l?7lVL_i0lW_ zv4KO8&7_)&pL)~yX3r<`G9ePv+3im5qzglY(pIvapxem6%iAs^E6tz-N>;HqcW;SX zWP#UrHDHi4bOy-aY}_=bAC?I9I!--RhanELVaj+0E`ozZgAe&h-Qa7$US^7yecDoX z%baJ8>@6222mC^sv!kk4L;%ne>BNhs+u`K$-r3{>%vED z64ChT!1Z)}8R-Y^m>ZZyRbAE8MnOk?1t;=@9$1{sBn6;>XeI7P!g`$!Hn3I0co4{3I~Ci9f4E~p79mE*x}gSsm1DCQVT z=7?Lrz8w|O4s7tPr?3_Ih2e$tGCjjq;-tX_icWFkubD|? z!!Tooc71i0x2k`CAtZR*R(TMAs8_=eUD@j7%dT<_SpRXcd@#E&1gbm%;TPW#2Zr(^ zh!w=+HpJPbejb>njF16ZpbQ!!n4sg&)gF5SekYy1z5R$KGQdFN5VBV@o7-WH@z>o4 zny2T6D%3FL@4(@822fZ6uFo7+9Jgunu6vr)h{-f-OWm-B| z^H}8pRViVL7_~7kh0KA(Fx=ziLh}+o_0FzvzxREfP)2rb&apr+W7Dy^pDWgfoL3P% zIngdBN@ZV&yv$I{>4MRWR3uvW+#DGJ%jLYST{!~b@hNPhFe`Xu2{r|qcF{{O`Zf=k zR4iS1$0o$-@^i!81#yO&e$Z(xb7b`=Vn`Fw{-7_x>7AGz{|@yezDS8Wf^!Yik#4=9 zD*qBtgPcmI+iJQRK{~{Xa~(C6R;3UAYa?2P4$DJeJ9ECu415~Q0-#$iwp1~+-L-w_ zSkt-Q6Lnzuf&nB{!!VJ-8pW17MA%Hy6_)u!NGGauQ>X{bZmSXN5vu{@oJPpb);zeg z37&_c1hdq6<0#C`+iUkKgjMs4DjKGTFad**s|p#nyD_0&90a+g`$m3?iymw#tBWcK z!B-yH{c_M-|CFXVx8CPk`GKI-K&!npwXkon@p0o*-K=uaU-k1}<9~@c^l&C=t8}S4 zp(OnUP#P08-QEK=h2d9S;9}V&`tXtvGLG@SfuUFQpl#s!0BvJ-!$_NFRvXa$_Eub< zHM?CK5(qK#3QP?WTn))+C!@`?orP99G|4#is{;b8P#;E*Oc>T9Rg4^s(FUk_w12L( z7dwQft9>!ghBjnNxq2f=1+Au7zn|BM3R7QpsYBF*NS+KR+9}H`q1MO?X6F%ki7D=6bvbp|+{=w4XDbvNf8~xLF97Q*@U!zwR&3!BNc0}Jxj=@sd zxJAH6xp_azVAd1fCy!3|H}pfL;f?Vbc5m+%vGNeipbtTS8rRL9SLp&aWx_E`Tdw73>x4-Udceujj3wc|q8@ z3ZT^~ke)pJK5tG{z{PXx>jZezmHF2_WhSwdH5~TH{=xCn&}ev-~UMI1r3Fy+B+>Kavqa=l3$P$801VD1tK)!pULR_pbdWYjjBvs9@0Vd zJUBZK_OKwAdh8eqY?T4>64b~xi=67oSI0Ya z=u&75auP>$N^+AicA5fM8!Kl&=0m^Mq9e?_Jn=agvc?JpAI~ppGMh&vyzbH_Wa%-R z#c_lTY00dU4K+TUG=PQIbztXqYtRYElQcLcwlj}=dv&gN+Pi`k_%oOcBk++OhMHlf zH*-s<_F>x@6kQ?2aihW7NMRBy#oeK-bUTbM{qyc!vL@raKc1cb3s+lDUsbl$K;xsL z6UQ1^q?NpjcJn==C!rFJ9eOPB$BA0Lo?ZxX+XGv~)sWcri3G`xxjTIPG}3`02)?|H z4Bd13qqlgtXuG#KNJJy@Y9ws`*v;mvJ6t>xWlPQ=hxP+H@ZCYez9>O;O%1NB`o7l2 z<;iwAQBk*6-DmAMm3o6=`v>`(>%QU5Wi#Y7`bF)KV|TIySS@ut`?OF07gy-A>J6x) zl!5EJhV>Qz%uCGo7?}2MwHB?EfM|&@vSfOchT9I!)hnATdRIm7ak=YPY}nxO&%1V$ zhet)z8jX+M@ksgoTy`S_!h)nHF76-iWjn3;EpOZYXBZnG90|hIYrjtK9RasLeg!>r z(PGQpvHy5&e+>u!xRn3#l?PB=xh016$6x!mYY|C+)>YuRlE=^g)S?sdgk{6XLB03i zF8Gi1i>ehqUA=ThV)H+JJf<8{w2mYyQ`9WtUW%qd%Dq;9j>J4&%vZ-WeFLMT z*&!9VS9*KRu=JP|d9+J$)P9TIwnjKoue8x`hfgxb_l~P(#$8z{

kI35tXksQ89 zFaWj|pj&+i?F8oLV1ffvW3|AG=H$FX`WZ|+DSgmORroVH9Z7ovlfA6W8Y1|C)^)Bk zP47vrGn9rw;o*1vyj9+F7zp3``hA0>>WSknm*i%R181T@oAFj((v2H$jJK&!^LyIr zb(&$YcG3pX@QL&MVtPgc?q3jg6%DoC7Yqc+aWL>(h3aY@f?6?DlVrSTILQI-W8=V~ zlD3qn4<{@z(yK>R9NsK=a{3IP#GBpDBDdq!{0=6E^c%;2O`l(LNOV#lMV<|RX<-1SnSdn-+Y|9^5nQ#t8&osm1vLZ! z3RxFDodrpK-v>b$AD9bXYo9J7+`{B|9;7%=ATz?nOPUEq@GzFWNmh5Egt`ryLTIsq zm-mOmrvx(NUPi8)`gBUl>mHE9-{pj)as@#JLCF)z(5+z12<8QSRKft~-GN+SUVHAx9*l+Y}r9vkRA(sba$<%z@ZXC2em zwhBUng7(t7ej7CM2j@^EqkP*dq9W~Zu~euNGTKzXHiW4KRG4#h^a5EN2IL%a+|p({ z4`17hjfLbWC8w!+wmM5xr?B9_;`{{9@-JN&YNY8CiVU*+6I=?cUjDUrZ;_-nAc!&$ z3WyX!<{UGSKZ>U0o!{*#Qvm~rATIHe?$#oJ203C>5oKiQ&LC6XwG_Vul8ak!kXiL1 zgC{W1P=N)VrO@`RdUjO2ZH1!5?y8q_Pvvvda+Z}nxdgi{c`S(8>EEb1vA0&FGV6Q5 zKU(#nZdc&fK_tuxwZN>0uQApKmE=-1?J7O&NY^LKLt9|7gEYhU`8ap1>23@9AHBDZ zLdWcJ8(^Er!|&8=Uti$ub;h84p#8{=nm}#I^QT%gs*r1!PbAnzEdQAuj3W!8N6B?% z>oMWPlt6n>K9yPZ^$pOI^yUFP<*(kOg~5ap%IF#6wxUV~b{tdgXUs3hJ>a`rEQO1DaO2SWe?-m zCdh_KaC^+~&%7P;vfX?TDx@Ce{!?233Kbs~6n0#ZP#(O628l^$dWGtI<+(Gjju+UV z@4$WmVaEgrJ1`qGSWI60Ho0CF0oM_3ZqMH${jY!O`#?@cw#Yb!vz3#5+|o2nLA!kz z8U-VK*ZTof2116VRp${GGOr97BKyVl(6vGuO*9ax!QwJc`qff7s^lwez1@A$2gXS$3bWeouYRA!3#Qq~$*-aY)LKBJdDYCf2OGq zjZkHX9-~?i*AN%c06>#^+mgW53Wmc;)jngr+hE)eO7c+f#JDhu$OS+q{{$Ig(FXdP zBU85Zu>Whp*dXHKnW?TH;msJ>0c`|;>xTH8-0ff!f!K(l8m2R|4 zyZg={6S$hw!P$s7uxwl1U&Q(T;{oCpfau})p=UO(0R*LC7?^D72RgF5oiNQaS1m!F z%pQzfhrtb+Ycw;4Jq{YHJHv?{4GAy100w7690>{)=&!E4)$OP>RH755(WF3cY*dBD z?`EV1^2pnqZ!i2okbXedl%#UT9%KLroJVM@d{zNe-j{L)n>DCW(6}Q3hSntFx&%+B z7Mhsd6PAembh_r;TOr=48MIff^ZNZ@ikBAPbK}%=!f_Fe~XI0t??0k6sU$ZU}iDJlH0Gd zIs2PbVm?_^!Lx~CgPNG<@;tW+4JbU7#7{lJHL@$WZ1c#3LN4=1)wwg zWuIxV!yJQtj(fvZrd*)uiI}2vLTi1ndmAy!1j-DxZKUV`oJnvMPu(X%|3u7~K%Z4i z#L3I6{)|O~rk7+k@T=^Imc{yTmRkz*m2~HTQ#M09!khHL!)Ci|x00egawZ+T3ER{! zKk~f_?$X?3G=yGk8G-d`Eh{u1u6931lIebM)gHTR>3)FCthih8=A>+h$!YznAm51m z-A?jv2(B_0O-;L<6#)b`$ClP#wQ!Q`T%6B1R@Pq*;omnT6}}NHV=VOdF~RN1S>MZb zl^zAGM$ULmjpkz}83P=gIJ?{x)igw@I5a`iulxZguLSs+w;`8lIES2FkSH8l3*b!H z>@fH-2Mw@X9WEdipiY5#wD|)wG>KQ9USuQORqxp)_xtsjw_Y?A!oHt(&++@)U)=3_+z_yC&Oc!9ZXfvD{fZzGhXGuR zQ-A-HzhCk8cd^(ZaD6*Xz3(4+`A$FXW(TXLoM;!2`)`*4cZRJ4=u3&P*nxkhc)x!X zxwCl)YaVC*&{F*S1>qFH6LfQNKfKF*{q`CLkjz`jV{)gz`;Y(oA1@SmJyH1WyKM5m zKS!!Lc!JnJ2{`{7^yYz3?**yf?En$~ z_9SC&Pc@i6dBGmWAm{^bBGY|oH)Q{hMFxI3mVT67exV;Z6~P<6s03zq3_)jxXD>0E z79%vnxvR!mi z?XMcAsDoJm1~1x43cwvE7@AyRR#5y?6_tQzGm?;{>s1|9vHyj5(VqA#e?E@|6n{Yw z4dg%pPOGD|qW`8#F3Y9uUrs`|`V(`j%#mRi6deHZ*-O-9{!$nwzKv9^x9~V2dGHbb ziYWqW3JNNG6_H>sgy8~(&`}vb5BpXZHkc+l3AtA)a89o)5S__v7^(>-!X?X4eADIK zNyfHY(hW~U5ByTK!!P%!3xMJU@0c(aC=>%fj71bE!dZCypqj%m-nO4~RllC^d9y%R7^(ufUY;^LHc z-}YKj=;UnvTo->)B7-N-xJNBElv zEfP}^AeVHgAX=v{?}rVJ|$I=@LG4Do7P$Sy`JfO+JZMD1xQV0%cIf=Ot^ocE|lMXPgN}fqDiTV|gzocf3zcY~UyRLCO&UTucfRL?Gb?Z?SX!^C z95YHuLy9nM?n^Uv5JH`0^N!(i6@-y*3&0_2)qKQ>C4+0!(g0%uf)xFlBnyhOxx-`) zGd;77IVGSwqi|l~yNop)sh%s|4*wF@@CDt5de0p&cUmIdtBbv`xEL9>hdWIqn8cbG zM_W-WR276!k)Aifh`Pb#u-QWa8#EjsXAzG0BBvuL_Q9T7eKmcoZW%Nd>fBkjj$mjk z7Q_N&8Y8r(Y>F&|U@%9bAeeuE9bgyYFhKmN2<(vU_rA&C%n5I}5o5DVpWl!Z!`=y^ z`-@4cNkN*IGJU1z<@bB<*X9{Q$b%^B8ob$rIt#E9bb(Fp$X>E3;apn_kA`tx+fQwg4|kWn3$DM17=K}W!Gz=@#a!`)ENSDS1^J=Vk&wyhf0ggweVIl-Srl>H4H&`!*B4~e;!~J1RTj|_ zMsV@_w|!O=OAizdMT(Y(Q}llTXQxPH>}~{}?nJqkhf0(AnE$B@YS4zGLM#ZlG%H{V z6Zt3`8|@7^Csr(YXIYqLa*Z6#war_^GuLK*sAi95)$J_d*{bf-kxYKdF~O%gNF>vI zY8Ko#>TzBw=-Tx^QqDH(d0p5P>fRgA0~|lP-rMI2TAL<6AY%w`u_$CU-4^VQMm$3u z))p)fcf0RkoI^A_ML6;x@tjdpOn|-*OpSDWcOcuSODt5x^Ft&U(T^-ZRW8rpDF#_{ zWT)g(u95Nqa;$N}rat?bgc@~EGYm$rw8SH0alwQ*xWxv zLis&1Q{WssditUX8>l!HK$U-bu_|9x0H%FBQuyF>Do@&IR2GLL<9QKjx z$)%87#KHbmZ4P4`Fcpv!g*0E`1FWIvmH~%&SbsU#*~2tH^LMAA8yUhxg|F%cuy**n zNfRzlGlUy=wQ$RitVcDIB%VBCw+0gA6>co}jKTZ$Zs6ctBVp7na;l!f>pcL^dqOA# zvC{g1%TG3X18A=U3>=6J<^qgnt%G_YA|LcmXQA6?i&~O^u`Lpz>fb-7qUZ%2MU#{- zEk{suWBZ~i0IEoPC9CyxmvH#&M9Gp01q;pJfHiH-qa&VIk!jcSz zFer-%PiBb$%Vh*N6&r)6V+)&I`K^~(-|+7FR+S0vsB)j;tMQn{7l8>=omLNFJ zD$Oi&NcHlKLo(!-a0ysdb!kMu#S6)W_V@vNyh^Xuer<4waGkHhARX1gah z*Cx8x$?d|d8Y05%M{H-Di|ZGoxU3AWzrP`hdfm~k_X7Io7Rj0~yV;*5kRB!X?my=h zb<>K_qddmx?HP~ZY4o(q#(Y(5u9I(Un)u7^Y?9SU{Kp1Z*f0Y|#C6Z!-@dp(it}9b z7U|(wsg6vn;bBgiAjk*eK}m4`$Q^*aI^~Zv^JW3X>gt*~%x^V@w00a=wbEcpqX^VM zSqCsjQ%1M9g4?e&gb@Xft}_*S&wc{iB3cnwD44U;?{HlDt)Y%YGmo5v@J zw2SVXS$7UiH`D?N*8~^{^YcvSBUb@2J+58b&Uo^|@mgm`i{hgy?SY56dcbCY5T^~#mGKdC|Z33`y_2tZwVdGCjePNv`0pZw5 z0PKn~E_~MWS_GMEGwG!Qr~2%*^9w6(Q=30Vqbtpp_5CY}c;1Vn`5jEt+-_d*Eiqs| z2U?8Gd;O&>MKErb7lw5kjyH)Pn?7kyC$+S^e8TxCctXW?tBx(BUkq48{Np)qKY626 zKytrcxKGn3j}7AlFMAGw7~);qlQ-!V#G3jUDq0TX@#AnS@-TbyofcwI#x$|~yw>yB zrNryhI@WBOS;L>`2x9vQ zE>z1>K`Zx7+xlBXE%S8bm7l;HXCaVkwp z;G63{FKMWfe3zhGLA?AEuNeHkdG<+cyvd6Q!RKOk0@7&3nIPh|E*cG*XKkb~65irF zaEMuJ!JfxaU@YdL*BX@I&tS6Hlh|I}e&`1@B-A$g!vbSwKWbDA+-YJojc9E6NAOn+ zLQfR%-Q4rYtbOwSTEhD=Vt+mCuWaWaG-ZNk-wFSD(3;zzUHmtDV0C4UotDFU+Q@#? znsI3jb*i*U{?|?XzH$!lgPSV5fiF~=K*9$+P%o+?Fio=td1Rbo&5>rx43P+Mt?e9z z#8vu7&~dmVGXa{S7?S0IkF$76-FSPMu@q`+Z&%NhqA7(| zVkAu2ONpHZR~?xj3&%O8oi?ru^ikRm1^z$nU29MiXB5>cC@LzDhGGMuF(MWO5vs-d zz#2#pFruXcI3@wDf`p8mH_$mrwXq}(}f+8pZDhQYg6=irC zB+&HiOoup*DS!IY{My+^X7}v3_q+Fg_nu>4%|pPjV{HK!%`HU$%PyQr*~Z9;0|ix1 zPmd{Xe0dSb)@$I>*$p@C>aC1~YNB6jF+7yd@2_>uTJas?B_iKbT8(~T36TXj&kO>a z8H-t9K? zQa?&o{tBH&@(ED@olvSTSF?7hpMb<`&L&COHI(m2ARuZdBWrR?y0YZlZ5s^UF?b{6 zgU2uuS@^PF1R3$^LcH9iPk>8D_92IrVRiYHuh7`nO3EaJ;7dEFUXn6mA1C-9&mO91 zPb>V4LjnXD?nF(OPxs_bLbTE=FwwjX^|g8Ttel{Q5D8wfkDoJw5N%cFJ7c*!y9)tX zIyxU7@po#_A-mCO7}R9PdS8QfI1;|$w+)7C>hVAi@ojLtbEq|cap7zc_BIrP&jA94 zJvAi){U|>~X^T0{%v%Jtat#);(k%y(a=UD?u(gnuwGmFsg<>glct~)wj;#7|n!D>J zQKHJfCmieHCwn0|cXVOBS^EXIUGapX{2V#A$6~7$K5T}3d=S=9C3ckHR#)8{KFkz`?T zAd;0>Mk%vGj;I`iEt1mqW}l`IGS_|R8O#~%A(xgJ?~MrxWY;EksM`!eTwQ6$yArtx z(Xc{<10N`>03%|uPn{O#F)v!WZiQ@aQR#f;1}vTgMtJ9$vVQo-eB5*iy zV?813iU5mK9_MFyWo7NP7|-j?ahe>k+&dzhX$zIo@B1A>!EX?Xghc(6vEB2xAxIC9 z-N(x2sl!WND@i3vA`@s=M(VGsb__mPKR2o&R5I8iwJMw8G|q$0?~5*J|7JnrbKBWl zpP7r5)R?D2lGou*Smrq?l=5}-pZ>sS-GP@NOXtd?3biPwNkR8;OQbSrzuzD;v&XAm zV6PIq3G}s^bVwjo35Gd4Zc^BV=~U|7I4ED=OW8!Lp5@K{vL%7PKrBrEWt#B!iK*J$ zHf`Zh{Nv{B(6^}N8;J*~FR!|{`k@^mR?}$Mt6oA1R*W+#M{_XDcPx?zPG}MVj z%>LBzJME^|RNavpp(mT&9YOXqzErE&cdzOqGAUpjyxggZu@{Wt`1$lMy;XXZde3VeTDns1ygxt|VOaw+gXti2{ zj$m@e7wa}Nlc$dQ>~4()bk^0_@uhlA&B!O`G6^8j9|}ju=ms3cf+J@Jj7F~2vmx{V zNMgn!J%`@{Iouq$zcwK)du!kOAMSxIKuTs!7#*XRz`bGVp4QoV-iz-4X8L+_NZbH=JBh zBDNb$o+dFR3UwR-j-Q|IvsVUEub*{r#=$;AV4^S(z9#=el^c|1czYk>+>+v2DeHDTJ>D#UV1mMzMa!3c7LUFj`$9yu^orBM^gwF{^rs z{fvv7o4|yf=U!KaEbC|Cd<{wD*}>vNF}v2r>}%C6zYWw z2Cji-Y2`U3j526aSAG0+%Eu%8bV}@qT+29w`{7jrFz~3UEJ}zzMxTBVCa1mQ#^^>e zv82?bkRtR%+9wf74dqP1|1PJjFEGRzr-<`_O?PF>fwRsryZi2?a+!$)vItx-eR%qr zw@vRu!YTLG8w}$&3?BAk`~qX6!aGX3MAW8+E4NV$cy@HRbV+PaKcyH&d=>NxX|T$q zxSEGvb*QCL9~$?qzN?@rNTNFmPck|hvvVz@uH`o!Rn1=`*n_V!k z+c9R~h?meiVZJSu5{Q0ocQ2xsX9oQ;Wl!2@1@h?ry!EUhVJfmwxoI0iKzWYmXZ zrL$Y(WFMuEaz(yTn#1OSHIo>QMzsI&Uh9dE5i?Bq4!^4XuUzX}0a)g1`7Go&zKA2R zi0#j{awcEGXf6e7kRVHlQGa?83X60oE`a5~Zh)(W=^!pLgZRN$)eh#3pZ^jvKSoMB zp&hIaEML2|9k~!9=LnLXKP5Yy3?*`>p1nbhm#i7#*yMJCZA5gIz|1BygK{H{FFaI$k>t8lt%BK#soco zfeR8I^Mk&CJR{`%F#**ADyKbDS2EM+WgUaSz5Amj~X z2r?VWXDOPTXQKfG5^LDip8~!z8lfHGRYvm5snRA#&4Z$IpO3kzq7-E~C7*sg%}}7- ziB0b_df@HlMabp#OULUGNpNMkj`Ksqp^QIF zz?qCnlTz_{DLEj*IP2WkyxO|=E5fCOKD^``l$#I^nPlj}snA6!XX zE?l+W3p4FadtRL-Z)a=^oe7;Gp51Kga}yA?5)~26@uYBPSQv2+@^o=0TJBFbm%QXx zbI#vU82a9v+-oW_=2!E*rn5%FLfv9vf@o@L^n4o6{9v@TP`FTX`e;ISbhgM*$y6*c zf2WLTWTD7i?*dmcyyIOiha5p7futMQ4c1My#i0eG<+Ufy9sS+Y>!;VsPeF)Eh_Z-+ zPk*2XqB}p`AS~l7;qrJV#qGekLcGUo!FO$DWkh1!JX_yazbLiv(Im!N)%5sloW-_b z<9BH1X$IlY_de!HtISzz$C>$`X|{Ury$0ZF?JBUecB?nj0@Bxo+{xFz)clN$^dG~U5&a`g$-p1NC{k^Wq-Hc2(?Z|t7#n3@PZAa}0>*PIQ z!7u5V3*e^rO?8gUzYc%xW{z7cS7(~G&9)BSr}}^PpUM7d*giVK(P3Y1oEZB>tx(N( zT-~&!I`IU&!8MerOQOT66VY_LWwDjA?e?w4yR1*==lqw37Mp7ut2zh1WWg@sjypO? za!>}++~>~Kh5}!@>FOURG~;2(okHI|R!#P3&IQ)bM(4WSYaqp#E2{^w8{^BxE5z&C z+c)2p7ujaZhitzs{`AiCwuIrOpf_+A!IC|*v>1FT)1wT0NhVu{di|aTFiHHca3V6Br9{A~^ zUE}>=`>uOw5Z#x98(PLPrIS{Bxr^ORvr9vVU4g=Z5`^7aB{_q;yDX)#^7AWY1fMD2 z2G4YCQ>vWTb1*qp=s z>DEVJsg6tF8h$w(Q%%ofO85}MEY(0Y%b94>l<+jz|LY_+s0uWemL0-S7)YjOGyJT0&eP-Yf1?*n8 zdsiRXbTH&Ke0PQf#atu5JdRx|*mrn1?m=A*S&`E*dA}a|W%J8K_y`7lCz$>5HMACM`5$EZVJ$8Psxx^J1LBG0dPhwTmFcry_h05Fxu$i>(p&eP zTDAha!h2HB`IPT09(IZ_f+BjfBkEFY1s83$(&k+EBYM-(AfEer4ZV$!)%)9#|{0-=;o@ka)t772BR>GSN>Va3Sadi(L0Q)YGDy!zRXub-tz-n zo_9@a7v-KW*$UZ0^tW3}_UiUTxt93sZYKRSJ3=6AZB1zmsJ>}^&i%Ea*ca6Nxd^J`#WbY1^QU%oZj)AEY! z^sZ0qdM4=;%X?)g9P$@CRcx4p5fNV^B$z#3m|TQd;j@oou@6sZk#FfTcAMzF!us@U zz)(%YVueMxkBkziODn@jybeEwuSieVd0>d47M$zTTBC*XFpv?uN1jKzaKW@Xhlhvr zhKG9=%Y=Hui|u@S$0o`u7X(YsSM~k}BE(iCAL(BD9u{^0%cYX5lnRJ!QS3l(9bsVb zXdeH;%BoTy!oa{Gn!nL<(o$3qFt)X3HGF4lWWwrV4FtfzkC2N1@TawjlOctRwUv#d zfQvBIUn2y7zaI~?QBnLg#K}^aN=s3NLekd3go1~ao0XkP1eJn9ux3!^oysx2=t+SIb71iT|{`=>@=4s+${y$H$ar{581-u~J;~6#%R(7`k zbeWU+``=vlc;>$@`|G{_>v2MlHxp1XcQLVgD`jqNV&e!*O@xDklT+xg=ltW;|IGB? zF4g+COL_SJuS@^!)W2Q&I2QqB2XhlZOpn44;Sgf`$Fcu2UWn~cQvW8o|5D3eM*+Qv zpbD}5w~j?n1>}lJVPM2yWTnL4xWMi%Af#D#&t4vNES#&-7LEW>r@#Uk9sHDNU{M`)ucB7$9O*`ES>%+F2xv|xBv+p3)sS9_58?mWtn`s9xWzR*1lar%c zAF|;?;ZW(be17w51QG5M)( z|7!mlF#Wq}JU#{*?h_nZ`w~|}>UVblZVgQ2>HkM2683|ahmacg>Ue<7l5A`9b0nDz zk$G;)NqY8grO+;h&u%{&YI?ZQ( zX_V%D&~gzt`#!alarAX#4i4^bg|oQ|439J(X09T=yq_)*M4$gUG!IddS>&wK9)-$=m9+F0XgWpRiESTebc4 znJpTc2<2dO%Q2{#vuO%oDsSeT_c$4}kJZ$%m)_<4G9{97)Po@z!G#;KdNM2;X*>H$ zIei@JdHzZQ(R*l53P; z1gKdFPL>*X%0h9I4Fd^{U|I<33(!7GVhVF(?b0IO%`M*ZD)29Vv?qnztXuSQC&{FA zmW+!Cp*UL!Wh2vgYZA{s#J`%`7r*fYQ-~cgA79(5lArx7FHw)E*WDmB4v?%UVo4At zIT`Yr+WD+$W_|f9GFNJk+oN9lAK3ED&v<7H{4Z0ye*!PepYUWL*E%m5{bS1%*fQYd zMjDqQD!!hJVf{ht&B{&Y{b_;We#1uD_W}JSyAg4u?so$dYRaTuR|ERLs+-P;P9`<= zg@x`fSC;`>kLXKCwP|E1Y25yzKDQTg5&epcurAql^CON@VY9ArI8P@kQ;CY}V!UT= zyljMBYoWVbSgtFzS%SXTm5XAodG|&^rk8*nsX-LB1vA%Am(}i_Pdf~3gJjyRW#zv$ zscXHguDyNu5<+iZ2~BCpg0p52SkIx4hQqugY*ItJl+oP&hj~G_m?LnYiUG!Jx3X7b zVQ;v(Im(P5u$WGHww4LX(RK${m>Xc>ga*gNLBG{??U-hI@{%}y=UC1TB4b>@Ta^Qr zKSR6}!p?Wmhg+fU&=^i@^Fwb3@;bUTw1 zX)C@lxPgL~h4h>!)k$OUz84@M%H{w@oK{DQx>G5#K`*+&{O#)f0@o1#=k4ZS&Ic78 zC;zH_OZbpMqK>PXmS-aq#6_4dV(lNz|=X z)dn*N9eu?)5?**34WI0Fy|ub#H`YZUdd(!d?PRpdo7!*@_@!#Pf<27=EPI8D70+=58J|IPc=WUlOp~l5%jZsD~_c!VIhmNp)lyx=NaY3?A!LKS7G@gU~Dr~oX zboCmyTLyXOq+;Fo8|dZ%Z)hJ2Ec(|;fUs9B8|~%t0O{Qc?$^J_eTT-PodC8dVjp0x zmb%%wb+|c^;sX_&$ouQwu{RnSeRHFH*>@iWy8qDd@?2c z45|lti-{h5DR_Ln`)O0HR42Q!OZh>}w`b+v;T;xWi4pK;jbzgd*Uph_N%>yzw`t14 zmYuSu9(Y-i^y#nyF^I-Qu>G^zg%5LI;NfL)_t)rL#i>?nruEROhXgDYK1O|_$Qn8= z$Z-3ztu@2DAQjD>jTM$@;D@rZlW`xEiyWN#?1ju%PgU|=2HmqBKZ#=s+@Y6G0`cWF zFFHN|?yj=`*9XAh8DE@BJ1{w4b)Q9H<3mG0(=yCNX)NWM&X1mD}yFrelWi2E##vF0;o5F<8+QJK_;C*7FHucstoxk4M<0R7? z^lpM_zE9aMrK8r|`E@ZnKVNWU6>LuE&d7>Cywuxe)`uq;{8?5SCPb^6fPkY&DD1^4 zv6NQ)BnCoO`0-u&UNg`2$6({{`fK1*6VeN>lk#b-X72C4Aa_ZfV(MPQD5X}F5B9hi z7CKQdLC5H+pjcLChGM)0R{HA8YhZ(h+j&0x+MaZg>33@e+9npn!KxaMA~0_998#&a z>9AEhXA@e!)oL~>jUQf~dKFZbs%i;~XkDg`ESKnvrd}(wpzd5V@`LICE@VGRb$RG+ z0*=BNKmONIT4V5viy7&dHjOf(Q|+)!i{PA6%hlPr_zHdexU#75<7Tp4JuD(0Yazmg z1z|jkc?NZo4VdD=`>o;Kv#C^fBLwxN-&>Zqd?0~;iIBGS!F)BGugrCg`iWV#IG$Sz@>A3Q0`}a)md)M8mf?pxCVG|2)c#D1w$RwCxnSntgZXaRzoU_pw$hyTdPe?~& z{3>6DEJ%;KQ8?pBk5SP;j-B0)oyp=h($@0mnosuPTlTj_2ohI(k;p#%gid7N(Df)# zQc86OSE{|waQ*dVzh}ldKQN95#dS38k&#sF^UqhM$3;G3(lbGzW!~oC~xu zmHs@|@7Sp(4(Z6ft4Z)Cs}=AKruDbS1FHse(4i$40{M@9FF?&(#u;*MAc5i22IOPxpgTRO-b?Ph;iVOiV$549aw#dK;gMpesBmc+l)C-p~ug zVl!trWbZeo^FAr-GLnpFCs1Y_1i%V1vfE`vi;w-u` zG{>@NLU97v?Fi~LYi*Pjf zsKK&0rK`AV@P3oor~~j)fh=|NoI?XR+|(l5;f~M#SW4#FH zR-JjDYW>%)gLxaTsfXg!5tj%=vc<Fm5fKVr%AE zc3?2O1|n~q#s?f}_Dq{Es(i2E4->U*8syYZjCW8DxC3QPkVKm|heX(oJaEWN0ObO) ztKp;b-es+6H|Ts9tEiEjL6^yh^Kjz#6+=X*|2#T@O|X`G*z~tc^c=fzc4Y-{8fe49 z7dj<-kHM6gd3*YylkQg+xM_WFPZAy1Z&8%?gy46%omunU5)}8hC&LG0S~%U-Jl7cl zc~U6GjCSa**#XFq>uDyZr_x4CLxKlky&2djPL^>ayn)h_gY4_ zn#haR&~E7E#vA9NnjwK5`0W@uWtWXr6QPsuT!yu?@8we?hZkm%roRD8n4s=4ZVJ%9 zKTf1vB;x|T%ZrJTY&LC1YozM(_5DfiwwdjMF;*oMTgVRt1zn+Rtps%Aq`11Vd1JGc zdFvh;zsn!Z*nA&kI;-8Du`3x%Vp-{Vo=vXm^aN1&cmWY6(*6g!`ukA*TPnm2SpzI) z+N@h3O6<dIX#jzIwEqd`;D3+F4ExskO=>W7(wVzb|^NDJ+u3ZhZYT+IW#z7)t((MlPckp^*%YYarSz z#-=QCmPyGJRVx_6eu<+jWIqGgupAQ10g7$U_bfC9YZ5OAF zv@zU?%3d;J99$hHd|jv4N-C~{Jkk#IY)+#!{fxyQ4Z8xnIoS7sWTgGG7D1f*oORtE z`xMBuS7Scn;I|?756P@90(_@u-MYtd4Zl)~yV7?R=#tVKSsJ(UQ;nEl^T!*P3PkVB zgIME08q7fWWEe#Hp)d^p^;CfBkN2ieTng4_Oj}GE1ice=KcF}{$Fude%F19JX4tk~ z%_uNmahikOhH!AF4Ec{c1!d%~v2kjpo&khksoAGscm^E9bMCl_ORDtQowE9w%Q;ViR82R{|+= zZvyevOH&bDd6u@@WBVHu-48qtR_3C=-`=2+?I2O~oZD5<_(KtnF5c+2pM+1FM#WvK zZEF#_s-jA=fv29?@?i%O`BxZG7NqM&I~}M`77YsQS(TVui@;-6;+u;Ru=ai4aah;U zzQ^X9cF}}R1(K=LG;!vz=!4Ld8Q@>H>_n1B(>?7JN2vmkWU(6^`g^lC!~D*+&uVXOl+<+;h%fTm^5G4~v01)!KDnO#lh!MI(8fu z#*Yxazx>hwnYN`TLW?6S${nMB* zK;7@5IvT&jNq{MU8G$M1HQVU?VNA+1KoemJ1AkDLnEa#G`I%nVQ&uyjj3YsCwe_2l z9+1*M+;kG|h3A80QO26!A7-bLWeaa*Kgzeiul@&-$^jaV%i@>)!;tI8*IcY`()`22 z=mE{V_FJL;!;np4z)(C__x1i{|5CuCP(osV15G|o5_l^Gozw6p_dnS-Ht;AKdL`9A zn0D){-cC^|5rHwQ7(TilK&OX|1PWl;O2b)f9i7##AsMsZ}yuGzrBe3xZD*K zG%RvcvSye5MqaE5%&GL-=wVaQ_mL4j{e=;Fa}CgPp|OkyuSlII*a7b6%}>br%9r9Y zRKA}s#yVF03E?T-1NSw7@MYZ$}@2&wh>9Hr0fu$YQv64}%w;n>sM8-)gn%~9uJbT9 z^OpKM=K%B5($w0k`;z9;H?y_|th0$xw4j7c0eb9MQiGm^!|+H zHx+e#2^{VMFoS62?Yi=p_>Zhs$petBJi9Dq#k+@^{X+Bu5VC^$V2p!VvT2&g$Ba}# z^zQV?EydzXkpQ!{Wha0wl4f|G&mNA+vvs$zy$8|-_M6@6ARzB5n_|oxPi@J+6cRe0 zF*e-FOJrTh_$L#W1tX1jUGFSY>8)$*qo5rqwyeo?UsoU)Hp=Zf)9*NvxVaL<*6 zj-*Vq;hT}4D{zlW#hbSlvSjI66K_E4+Fdu&@x3mZ76Yy}GDWdSX!&hXj&5uLeC#Pe z8rcMVu3mZxyS4amf3XbkjwNy~6|k-Hm?D=;703Ndnzfqeem>^_BS)?Ta9m<=xmqAb zfQ`K87=4qL_|qFmo|dB|F@pQ@jcn52odX!Uv5_0VTqzgFi7a|Q+$}!>T1yucY`3)~ z^(!IEw%#|X)AAVO?UpgG+ius{p7c@o4||FdsgP{Um$_4*GZ}p4uNh% z{(j5F&x!%ormydY0SzxYt(2CuDyjW#Q!vOvo7iOx5yKQO(MTAo9ZsK^FS-G^=RhFO z4)`1)!1zd6kiuCMMa&1MqC(bEpdg}jQOoIuXnAO6`y*j_e?8sS6JkGo0dOyqUh%u1 ziAe3*Vbx{PzH~q=N+mjdml%Vyn&V}_8B0etO?!BcdSaF1Afg#zC19Ze0H8c8 zNTg0GgL{IK{|GeinI4gFh`I=XW*YuVHpQ5yoFg_l9esr723Cf>9d!ei*DHp zK(-LGHtkmBPtlFqcRl6%>P(yAvQhz9Z;y>NVE^fMN8R{A08joBF`}Uqn_c;<*yDf_Gka3nZQ-XS<%mqANBy0gPBY zX8Y390GH{y%Sye-=~;&pR>94drF-(eY_tx}Llg^|Yj@#kui)ESs=K&%_c>A|M3>|B zlg7axc3n@q9(RUD+#H^6nnWG!M8k9dV`rd6OA-?!)b4qng;waa;mKhy?!&(q#CmVW z5smbjaL&*E6#&~d**zkW0E@z?1MtM^!Dx*q4STh7M#7*JeY*~X_;LQ~XzbM-5g?Ps^LYTzPX3}e``;TFBvGzid}WqXJO zL?JE6`*xL_6n`jxjfHiyteD9-WF&@)h6NAc=w0r@03y?#jk*U<%fPn+AV_<2pW_g& zhO`kL??hOJ@1#mp`6P&#?=oi)LO!xi)U%pdi^HuxV&c@q$72hYs9gZHEIJjLz(mXH zpsWA)e0Jn@mdy$ki;^bM>8OILuYsxsZuGCZ?PM`raYi!uApklqk%RH;c!{E=lKEyc zkka|4W2qdS5%5DcUVw)^V)2c9eoH|hIe`5Wr`{-Qv>A)USWL6AIE$DFj>^@6MxWPP zF(yDziLlq-b6g#MXOhS#?k-mhQx@J&QmC5Lk70gKc8Mh+l3|utPrcZ<~=5Yw1iAX5V zTG2pL*lFcwu5Cb7g^?=XULuFfW>t`2$JVP%q)gA+ZV2v^j~6o8ladyd?YhVM-gnLg zO*DOCIVqhBM`8G?%=39e3oG!>gy`v>YsRRD#NwQO5=NAmWE*oiH1HkoP=iC7AKB*k zI_O9Go6_a9rC`w;cfi%Hzzmv857EIIp|(*%cj>+KvEzQZxTpXH7h#9JqW2uF`+MG? zim3MN_!n(Fw}FPQ3^G=kY1isoF9%lyTeS`qo|rf;oJm1~yMi#wsaZ6%3G~5uAWI24IDSpAJlnp48XG5R|`Xt#GkF}7HY?c)_`(}qQ-NORBq=CJ%f34{*l5R z=x~&jCct_vI5eX^|MJFnzl1k+W8-qF(}hZzzh0NP)-H79yQ;?XMl)>lB-)dinHD(uFyz zYDFvI(b;Q;kzohGD=BTQc=TNDF9{|Y2rj%Dy;Ed_{~?R5QZLx5L75ySmy7@lL0#;w z>CcT-0w>4EOq#(gzfZU z%Qc=}St`IL)@N> z@0iGTzuI01tUn*-gRaJ@W8s&=HO-(o>gbsLLlYv%IiD&>YNWt518N`)_X!Ba44PAu zd}xECjmG@ek>@jkfU>!S5uRyF$#2PvV>SwJEyCv7mG0A<@+c5R#p~MijZAM5AZA91 zFH;%&P~ViAMFpWsq+!vDxU057Wz2IHtp3b|i_K&ri&ooly_?u1t2Rw$KG(hRQ-n9- zs{ILOm}lmAsX{5NPUzXG=MAcz=Qy9R$so`4uBvoHYHGV-X)Xfs`pGL8m*UdeFIUNO zf*aKxm*~Ll5-356RWH~`kX8rSLEO4iBP@EFXo~^x&@1K`tgOX*BbZvNxrxMFvH-jn z9>Y_NmL-)kCK{vRUlDxYk~Np9Zw}GnHb(ZNl?o$kolsoq6tA&x9Sg3$z3(RP5dh`= ztm)7_muIPYqZ4;9G=ZxMuA3ZoYU;lFk_gShpzhtYD4K$}y*RtQXnP>l(6R4MvZL#m zQlR7j85PWGC~oo5+QxTr99}%xD6C#gyRD9*Gbj{ndljbK>AF+0w(u&(hn~p;acqX^ z`-WpwVn$snF-iO^LCT&Iu(qV9a5A|FPMVm*YcS9a2g{h z>O}wo^W%D=z6iU4CE3!83YlYHi5=9&UV6k{A%Jm@mwilKw1EB1xZ=|k z@|KOB9}B$SHiAvz6X%t(RdtQGG_~))HC0k=#a#O-3+778qT*GuLZ-&tJ~ovR!t*U~ z4Bejyc8_1zWSDbwXu-K+2eo5}e+PD1`Sg{OgDU|poSuI-MNw}i5XW4>zUEq!rt%MkA!CXYc7G* z;Hxw!hFdV}L#uV;zU-V)bJm0drGEY{5A4nJ=jDma1`9%zqi@?=tn|Yar4mJ-gTtKH zBOGG}inN6zq7P=9b6pj7c3sT+66IR;Ql`F`wiZMR9e?{Wc#^I-R>*8GMU{@ns>?#n zswxq_-zw0gbaKZG#C+AGKS2p^n857 zKYUvo z<2+$n3<@(49235Cb5KBIxFa%H0sxpPG9kbP>5OquG`H_$f{eMb7lPY zFUJQgknxKVZ!ddvADIZBGRWA*r}Zn65ulXj*3lE&Y~7h?BGJT5@he2)$jwNP5#D%< zHTVEwyB?skdzuEuJsR0_oF$1;gVqW4>1YhMoh##NU!N;5l}v<_EfO~E)oRZg<&7U_ zS+y7&o3u)9T7*j(wCc?UUXg)dO-N*&3XTwwsmG~uXDcy5N#iE38R1()7Y$t{@~Vg3 zyqZgTuQtOarVVc2=lU_}dgKY-HFRZ8QC)Gu@1sne+{v?N9O)k8v0H^M25~3Id09~p z&C&%Je{WI_!O=ccmdiQ0fYoKqU(@=5+lP~{#wMao&2=1uO+>xxstA`sEva|;^z%Aq zW_58{BO?h=@kiPSw|1g{CM$Ass}xd3#8@}fu!l9APasI-hdg)8>m5Cy zQiD+zZCfTQIu~To(V;u-I_77B{1rz^7IwI~m;uhAXb#n{h}fz^oW{JP@%i;~CP1RX zJqcCQD$rQ*lX?aCd{;j^=1eg7dDFX2ns}k5l>F$mZ#bmpZl=RqN^cTYZ-2?6W@n^v6dEa>(qsHS$LLSR2CFnWB8*`(9>Bf;5QcM|fktU7(Z<_c@s9 z+2%aJuriL<2VU+*Hy5gF(Jd?tI`?FCAd%RKO|Iw!G1!a4Brl1uJex5+s#dQtO6Pkx zc(`kuiSa+sZIra6^-V)EIWd6D?$3xUO2X%zob@Nryae<5a0S!CeRs7CsyYiDzZ@!H zDw`M!|F{Kk>N+|lF)Fgodlh25l*(3437`5jcFyH{N)2vv-qd3pbCA>*XWEmh4u~ea zc&)g65kQPE)_!Wg;(fmi33ct3pbE7oN7h_uokjkBd_5%jqg}BT|vx7^Q;zR5)6fh z6p5r#4;aDnDwj4n?&LiRGXO3|tW?FWq`1ApN{%dK!+k?Xs{G>2>RqzcxbS%lyvseY zq%a8nNO#~&Ts0>tiN03LET5CQYMW+0Wmeie-`CCMhf^I3jTEL^tdVp4)p#Dgvs6(ynH&Yav%UxQKfui-RBj0HH zb@;AnNo5bCZden8T9Gq8q*O3jt<(Pu#l~U7*)+fay*K87uT+hRLc4gsq;5=(shc%L z)hE;k9TOE&h5g;oKxN;BWzJNm;!ydEaY`Co^p@v++VBhe(f!_p>4oV#c?yJEkQ|S8 ze+*`~$lfgNq9HXdk)lo<4Z2pQ;MxhRcS@;k%R0*b*gAH=0XjD9V1f`~3bsT|ZHK7< zOKiDjtx)N!V{zzJM6L-6>^p@=B}Ym$~RxpW%D-h9YU!x z!7GLuY6UbU;O_D8{IY?f_eYWHvY}9tzEGeJi$({icCZ(OzU#xm2ar_<8gp?p;>M4k z2TD)*P%{UCAcdzEj;cXshvt0nz?|`_W^}=lu`TpWywFN&IjB}+eL|o^r>~t zd1<)|u`qHDASZKj6+F{mu2uc!zkW7ldDdJ8pI$%5MPA5PZu~hoz=L#uDNjD?R_P}< zIbWl#5ecTBk83+Ci`u!4P??+O=Z%dt<6_(r>qKKFLA`=AOy4-MH37@owct-sn^HX4 zFwyA5D(CTAaNkgw&VhMqx-hxd<#N1+kyD)-Q1NavDu@wMgJ=|^E(aU zla@B18GoKE(xxF#Zg8FD(}sK9l%c~^bw5UUyG7t+*vPAPSSsjOO6jpz>9?OA(s+= z1KWJXnMYm#NQI2A7`A6ZK@)+tNeUu?$qhXGiAbe(&9F>uYF$*j-+i+n(?sSGuUl1x zEh1xH6Kf+hN1FtZZ7>!Y9Ydi#>i$LzpP*(tiX49cORN7TV0e0WMzz~6jKeMIPB1R+9;qP`}H=(fH~ET=0WH9CINM|#N%=~=x7fhEXW^m8}8yRuGM)G z=ZV+$=(s(vm+M$3Y1()j-4)mShEIj3vN@Ih(fi`N55bkjM|Bd8+t0GjWAKj^0U9Ra zb+Jl75Is%W^U+YF0nEmC+XE6KbO>IXG4OndoQlQ7YlYHV zpG4=RM7hxyiU+|P83MH#g`sns#J+Jt0|!aAP+C_$PV;oYTnf6J2WvxpZ>w1I#(3Rs zlJ}iecaY9Kfj*88-~bP?&4;VZhu~l|kwuUEEs0Q$kjsox9t=eyKMJ!nL}CDjsvdr{RknU6_!g0*Cc@O~f8X1}18-+JzL9+HxJD zVgJzGv5fL1_D#R{FeslVwfpO|V@C96KI*zK0P__Qn$AXxG_ z1@F8#D3xX2;C<6;zQ5jyhg{XfD-YM{zO6s>^UUv9)CXz}`8DuEPuFm=s=K=0v z%R2HLe^ISBA@vR8cBmIa)O8wNR`PzK&8Zk@3b#qmYi_;Gb-!&sm8*1~pypcil zOhvH5g!@`=zwRCLfSW5H4}7AUAxTJ8=SGGUOaLB{>xGcQi=vK8n47&ieU~L)q@*|1 zYYSJo)NfkZ7imOqW`|dn`ruC@h0kXK!IhQakNI1~MaK@YO+Dq|!W)e;06pQSg*(|C zDx54uI1v~@Wn~MCjG<#OQ&dy1SsR#kQ-mucMeX|p;ApHO1nxN+gd9dv>+j)X5U*p76OirWR0@!`FF7cFO3h?@l8SI>0>v~Yd$PjslWCd+z95`H_>uQ8FGY#l=Y zf+%CdyaeihzibcGZW2H8BNzqu>{#@eh|l+mIv2W5*VDu9ccj7k1ZWuAi~f&Ogq9B#?Zk>mD@51K#Wj z6g)=Jn0CLt-4HFeiZS3EsL~UmeR_94{>4|KGynT3oA;Ic`Vgdtt-u55u!)1b8pqp#c->)$bc7>rM_opkhK8EMh9=#DywT#ORE+fv3gZtUwv<9mWm zD!{EoHQFWi(?r%WMr|t}F~6?=Wl16$8CrS&2W0GTRT;ll}3coFE3FL9U${BItaxyZ@XroteAL^a>) z@F|}^lbhy+x7b3YwO#HY-RWL>TiS2O$FA$0Yr}_J@=RxK$Qe!+K3?SRbi98XKAw0h z;d7M)9b2Qj74@gh#I#P`I(U;uV)gQ;_jLixw7@h$hi+Lfu7*~2(UVz##W2Q-9e&4% zDSWE(&HvV1VA$h`ieE%k_^%1OKN+FiA&tkNq@< zJNgd-UP>SeE>^@o05d_a(q;C@Ji2K&eJT(BYH#%je^AKwH&AW$8O$+6ix~*ec+8Tq zm;sn;s@z!O0UOwM!m>lW&VyR@xbuT7Mr6z=G)AD}g$A_^h@wC|L00D3(h%AP zg|qx6Q1KhILa}#MrRy4wvdWe#fhJs%!k`lhg^`0CRd}qcMw^L*hgm{yVk+(6^#mIDLZPvb^r08D(8C-8rwf+T~{;CkUd9NUms*jDX0BEQe`(U{c$C1GVzjZBQgeyzIW z5e)YgMcK!pr;F-bXk=iIwGC~w1)3>^iRMjj;59Z?X=t8-G!E(U_9qrBic5(wbe=7( z*f_x@7Ku9eCA;b`n3F?$vO^;?SQlQ_#xct|Gqx&^d+zJQQD@fsr<9oi#O>mnn2d0e z?#JF=?Pc~TPcku9?ZktY#k+k-Hty;aR>iOV`!^xF$az~WM;`64NMDCfd8T!6GPll) zv@S73PDdmqEskP_>FSk>qaRVA5xI~9GO*wTqf?t2i9(vqmt)vb6vo7b(oEafgE6BO zzueu&qH>VRktaw#Wnxghm9 z^l3)u_{oJw8>b6*<}<{vN|0|GJCF-!y>$B}4daSFc(p)ki zv^|q<D@vMGA>oApK=@=XEnip#hJ`QiQy!_8o08yi>lHTExQ>Ln8CO;7@kYnu4tJ-KL+b%X3M2w@Uobd}SU z!LhjenA-x89U!e zdNO^FXZ0AU>_F-%F-z<;4Lb^`*Uo?u5!Y=Dw9H?UEe@TCCy|wmL3SEd!~1Caer}Le zzD{L+ZwP|7iXSC5?KkdY@4l{=SUP3(4%r zhp#mK@+4@#%Y}Qc#jtw%dFB%^;;1L#!uv_f@QGyqlfRds5}?EJ;Nbf&FA2*aJl|Y| zn;-qFFPjV=qC0LKCGES9iuEr4jG*HIXz?g(N_F%^fLndf9)Vb@479#YIgQCk{3Ak5 z6pj`e(lWFNY&`gUa6{eUm|Kng5TR{$FGMU)~2OPG591 z9{k64^WT&hffG>0jkv&Y;q!NG{!dC~rVkVX@44HQB>&&<^6!)LS8D&-oh7(VR`L5W zdrUxay612>&)-Xc{(Ckm1|z^{APAfa=AZnwt4bxy^RYPnprP{pzl8Dc6Zx-W=mNl$ z{rBVC+kZa>S`HMap9}L%Df}Zm|ChXc#pw)Ij7HKOFtvU^=KQg

?At<+q*Z^z55J zxixyD+CJ>x3lRRNC1j)((8Q06c`dHL+u6Tn1B-x|4oq1b(l2cA`!PQ>0jvC9h{7ttp;V$JMKp?;^^q{!z#cAEcEzo zmLm?JR26C*uMIAE5h=vkeE!4Io*dW!Y_xzj+|`}O4z9=Qt!1DYFya8{VclT|qN7?U z>mOQJd^J#^>MJWi?FS0b3-|VN$sbcL(lsZT7WI+JP6EQSF3^kcH;v!L(jGrcqmIGk zeYaaZtPz99dG!oJcA_yYg2uLH1G?Ee`4bt5pjesEC zEe+D}o|kK_XTRUxk9&N-zw!N9;~ryO-rU!j$1#sN=V3CY@0BqGB?MWmfRROn=>&ix z>v{>{jSN5d^@J}VJPWeOO|9D5G7tFI?)|qkMIKOe;j1y4}CQWYnI=R zG=NVQH`yQz5n!FCt$07{7^vO3If73Hq)GwEKExR4zAWmqTY#pS9MX-;RjT^taJCZu zd7|(TF9hwxhJ}=L!h|n2j6+$fP&&sE*qX2G`M@Nb;P{!i9`?|+gJi$0m#IXLFT3@` z*%y@-MV`5=W8txR)c0uBW;zU4+$h0IQKeN{K*3 z9ltR~4CWgUCUs9jjxh^jZUFje2k9f0;SeAgmpzn)>=ewyTkgz&+Mh-twLaq`PAvYu zTsyYUe&Ny0@ zHkho_om0z|^Bw-#kVr+7D{M1wewHDIWhk3o*h&0N|7U)IDh*%n4*miRHc#^@>t3?qA~ zNc6otWnNN1C12*wJ3cRMzh6*T4FsP-+Ga@)S)~sbKyF=9cyu{`D?9@*0pqj%#g9Ks zal2a&Z1pi}Rc;Juz?H&Sh(bsxjYUIowqoeGL;4kR=xxjz(YY#9jEY>5BZ!R zi0R8D`yjTmZhH2)f(US=TE4SXvHJrI=yug-+3oW`#*f3qkfX%zyWB^jTmcJvfb~8* z%;>lt(+jx})sxHZSqhEf7y~8|bL!KK)CK3XibSvyms5}XO+btyn;CUg11!7RA_R7| zDvLm2q=3;v%tg*|=ZPgE4mL!wHPWTQt!YmeI0wAwi+rnWUWNq`Fl^mEU6V*Ir(Btu~M@4egPNI^2ldL4W(rdY$kP7eE6-3XbKcX zN~7j(vNs*xZaQpl%{&6YwqT4Xk5bANV1nPu!y0~R7^eCj?If#HN{%&qQ{Ro&O+1>` z>0u`iWcXy;fi108bqgdE>JM3=a#pY1w^Y3CTsvAB#cz%3TQ|Xvo4^IkA=?3aC>Roq zJ}B9A>qtsNHsY4miCjblTc*bER}wy7kt2Ktd3GfNw4cezZ7G;;B$LCU3XomZ=3*8y zR+Wk61N_lXvYqjaiRQIWB-?spoNq*B6; zBrSX&rHHJz>-ux`y|r(dRQS;h(4VH^k`aFZY#i)3wu1TBeSIAm&$Xy5h8u(Zd>u&M!&z=mD?)vU2 zeymS-oDiNizO(y997~WqbTQRsE{{1rGL>WUMN9x#^tGI9Z_5C3p}za$rF&Dj2e50e zsG(?vj4F{n+rI ztLI;7-Cv(F*6(gr)fl-{)MbR`0IqcN?i}Rha-W5Ct9ZX%p>ER+*y$`icN_Uwe$u;! z`*kpe+>O1y#zQzVTVm@my^`okAKnBVe+;HxT1f(%066#7YzhpxK0RRsH=>*SfC_(%b*GRYyDSzPavE^1|t^`?_b(HXg|8^})ib^}=n5 z3Uh_9diLw(((K91N5cX?ZOxyujNl76N4acvx)O(lwu&BxmA@w})+TdAl_FG=2)ZAR zP_*86rt`;<_CzF>(_;_3Q^YzV+TXb~I^_!&o6K_F@)fZMvVSrao#H8?hFlMid4_Xv zivVh~i*u%bT^#0Q~Nnok94m^Q)yMrnrJ5U)GRkJ=JlaR)^d?k2Z@u zo)Rj8I)#S%i0|?X(swT+NP2vC$JksJT%kbWM_YEeNiuK=D65L-sK<-pJZQ9aUIVje`Vaoi|BSsS8{kX(zGAIe@P&LBbC&rFOWV+lfwhF? zh54aa;^x}=r)298KlX{~VNe~!RRm^gy;R_ow<6U`rUCBxKs3TSXtKYynVa79MeoMf zEpJ6%e6>V645qRv&d8FSHhPA>=?O6uCmqt%j19-?nG+QYBBZ+0HeRO>^yi|Nc=SgC zpE{QNV+J!_AgobK85_G?a-*hf%~;WA!T6Diw9^&Knhl!~bdr^N?sufbbnid8qkq4T z=q0M-V?LLB`&Uly=W<_mxo^l>qK~HoEl+zCrNqdmHjqN-TO24SB{rUcf_6J_@6%5b zCzJ<_QQ*vFlLKV4TMQWkW*WU`F4~=Lrh9#L2qqYD9{VoEK02$veO6GS zvGWR8x~65IqH9;J5s4lyq?Y?(-^WtGqpcC?(U>3Lnf1>(^*{6UcOo!c0Dq5;_49Xl zbY`r2)Lu&&%TN_*tC~frrdOo&Zbg;j`3hNYGI168C?PH0gXsG+47WpXZ@BJbrD|jd zBQ~jm5YTj_PgFV8I_%J!TQ>CV^|ql8B1(WA`JvMq*vk34IjjJN?xh&AXorZ>UvUY+ zO{=NiM#C~Oc?4X&2oKA6z{M|nXb-$n0w8C)^fAj4S((+GM6HjyC18zk8D_UzdO&pf z-eYjCR&04>6P@!@XsbE*LpN0ekD}1YSPQk2Qs)uKk5t{Di^8HjZry{zhIXx6%6APa zWu9H{y(RBHIs>XH#_j)-;ho<7(936we92f)h|?{cksqd{>`dpy6(m+IN`nEp!POA= zpm&W>M2P_Ua7WAO^TREbx%q&(ip)^7J;@ZG6wc$3HYgm>nnzX;Lt8=9T=NFVj+v6WuA{~6J6`OWzXP; zbL$0MakBcB%)4kTSQ~@%_W~o{Y{3^WU2gS0K3i%%&(QNaUxhps(ZU{z!EZo$Z-w(l z;V>F)634F&$ic`g(KxUa$S}Ldu?iskBw7^0@aN5~vYncX-oq=ifSU4iQzAg3)orM^@529FO z8^>BeHuAbJ0Y{#Z5TLIy_7T2?(WKIJfHYb+u7YCI`;CDXuT5jyc^wFy+98?Sh5=(` zopBNf&GNS%%NN;<{0i9{bxi*wKG$`XO7A?46m&%ts~pZ~!ahu6Zwk zZQ(#F;J5JDsYh2Jsx%|+D}VtAx0CmhCuU~TclTeCq9Z*jQAhc~HHbV-qayYtP+Z93 zKy>6eP?d(8SY;C+({PxdM4_1&Wnb9MSTvw~;)wJ|2#DvX0L@nFRHzsvWQ#;cI8$Cm zi#m?RZFLF$5(^D}$}>qbe66|_5^P<5IF7+A--n{ZA62^GVfz|y@HC8T5N3FU$)fXF z@`XdKaeeFmN0I4{g} zT?_j@0K_q_9DZW|`I+J0h9AkQrjmdDL9jEZ7I4G=3+2zxZ193-E(Y?xWd0du!tem# zJHjpL8~;B)a}4>IT(7BVtNa0|1tWsg1ki4uw-G}BQ5X8xFkL_v++Gg(g`fXicR(-% zwTTvyZnBSme&!moXKChF*HHUY_$KP(!v=~03+X12%71>w3-Sz_Phn)r|I>Ax(b57e zvpM#M%A`O4@fp!($XLZjF%JLF1}*M_v-v{qq<7vd ztVmyjkJ;6G(-@up!@KfKUijTrP5}HG>F{w*h!YEP_ZD6S}JsU6+E}feoZ;Z5PRuOw}-e zTXCBJzTF!O#LYrs+#@n^r#m;k7l7+`S~i#!F?F8Ksz(R8sGprJM=n1G%4RP|QkNOK zCcty-5qXgt>;G5xC-oIMV)V~+{?#3gy(^< zVB;DX68Hn)K)|c{z>U;2R)x6Og-J-Kb|(J-n{^kn8KO zWG9o8vxq&)W$1}qYDLOyKl7|zez67k3Y4^=)pe| zfj?Pky_FUL?hyOHry&R+o0PZ5t@L@nF5m&xI-;KW)I+Q{$kJcInjZFedsy1WHS zSi({D07-WdVA~}+e0MhzWxN9&2Fd-e8wCLvya+VA8~Wx@rg!AEH{j-pFdHQ~`|PgP6APDOenD2W~eYLkwf!d5@C% zkR6ihCo;FQveCTx1R$i+v1jrDQaJSIb(@d69RYS71nCxO7e^e^&WHLT^Yj?C^W!=^vBX1d#Xiq=E0mYu#FN0w^`Nf&W~#5D-K3omoUuz2c?NX|GS{9`f(mqhzhaRI{Ji%%&atuqGh1sITTw18$c%U0Jc6N5#o z{wCrMz-NECo_gr2mBz^Zb|nE=W3apxK&XvJWa)}(yPopS;#mW_)rX^6u5`YoT+OqKXI34-UsHRCP_vz4^0fOBvLMOs0>CKt ztJ%q8AkFD;h^OlwxtYArVr;%z3C!L*;&ChtsD}{4ErgDN$|;U@a8|pY&h1-raE@7# z-9nugu+A)q@Y`D)`x2CmSu~IG=_tMQ%ZOa0hIRc;LL(;zg{sit z*Mh-+@xKi|8l28!hjN_TiA}i@)XiJfEAj=vR0+9_)B>RUtGVN`evVm-$YZHef=0M!7mlzYWvpu_feYflW1T zCxg>ZsH%oy(H?NZgMjj>%AUE2o{&N-7OhnYe(*Zab^^=gM!9!aPN}<%yah~#Q$Kkj zP1Oc%h><`~G6?0USQSGtb}w?bKM(c-P>E;{Y3p^ZbMh@%on7@gXPDyD5AWuw7KDLP zQAa#J?o)0RjHSbLiruhGdFp5c#M!>$hwx`tL3CC@E3M4s{Wvm@?O6acJjCYm$YBtY zs7mE)Y6sRgKO6BC=-C*Frd{HuUQguj{&@*7@OLh{-#pa{PP zd)9{i6@kp+e|9>OEdT8(ymU|bO6aT2Eoj^@wzJX+5fOEXd36)a;^`>cZY9r}`v90S z)t}E=(Bh4MRwi)<_r{eh5grXg4bIoZ5m!?C?e)oWBJz$`A>v1XrcP)*g;!*2*cY$Y ztR32xj^c|0WJ;DsQstp5AGtnwG?&67=`B#*Bi$H($AO80#+4>rhmhXFb?>Nr z#4<{>P-=3s@7@5c{zb+nk1Wz$`Rv%2(E4Q63Bk^t*v4G1O)e!~)fq`CUOC6SC;GDe zVE5?Rso#utJy2MLpOZ{9?uT6z*;vo9O5eo-2@9vD7z+;ZRuI zVfV#Nom~}+N`iYk+B6!m*%icUP{Y;qgUw4P@MSbJA|r$2r3nLJh7-KcX#?XvkwPzRSWz?}#1i zJ7MAFZUA!3=bEZvPGSp<BnP{&~OUW_E%-HY^=jBUn{3~bLO zNL~L3K?5V?2>3^oF}A!{Wa+tgF{}u>GXR8zJ(}DUj{TyH?!ED?qip}nyY5on!W0ZM zrgECB1M#3@#YAfVmGWS4@v2kenH@K%P5d?7E6@!l!yfTo5pL??naFB z;uR-L5@^#jv0es=o&uang{PpMyY6-o)3F!WK@jTd+PZkYWeB_5mU`7Wq*QdV9vpt< zWOwdGOm0zkqC?8`_rJJy5(Ya5dqWJv`(UE~*7$?cukGNa~^Jb&eV6_u(Vm z7V=%|YA!!m^N)Dvcb=cW*`1oTX}*4Cy$2-gVJ!TIP9DICa~78Zt4n_i&$nwJzWI8` z#<+Uc86B}YWd82Vxgwz&1oK#EvbZgL&>)982>}qhuJmaYWIODF;>eZWff68AQ&TWC zq64QxmI4gn%Swiq&OhNJ!g+O(7*p&&r?m9|wJf9$u=RCe7U|n8&``q66_{g3EXp!vy2Nj+?5j}Gj|x=Umq;YWq$3y-8wpPuPeP+!Mfus#2x)k=mrZV`bMxm-mvuHSPEOxTE`Dtb=MM7IH!AynIvYCa zt<{IeF%Q4<(fyfus^DvRCh4PO$k0ifsSczY9Z7riwCqp5M6!$0^KrsPNvfF-qELwv~$TlDy9^V!1jGNY}%vMc8e(u_6S_lP#R`phc^9Au0tP%*+5eM`}EQ=O-h=n&P-i0-?T)oG*eo z&w=&$Nz^#3>{63OaB$O1EFZJa z6kfa8zr>q@)%D`o9EpV7nv6+{jJQ2B9En!e(sMvDE_}w9U(sxsK;Mnp96*UG1vQO2 zPV{96q~y!(LA?_0JJei}@^v?E$7%Ku>0Xt)RHHRq3+cT2(V(ES-V}|Id~RoPtEI(B z0>$H){xg0%AQvILCq}~&B>e$yu>TB*&P-wH4TkDR8)ma6KAv<|u)bxf=DKr|pZ?QY z&COxz)~W2LTBtIjU!eRijWc!0sOnOeby?(pXo(Lp zfd{7%k!aQM4)#Y2HR=ZCzXFqZf^Y&4X%%lKZ55)}r47|jX&#_F6Uk+qG#QM8v8ti6 z6;Mnce^d_^Ny?q_eC+6Go)8B8!eBl4&1yc2k!(t-P__8U!Ie)k_JI49``uVxd?=2H z1{}@PQy8xsczbC&Ym{WI`+94NxZr7Y6lK*#t`;#dIdrl=s8mGHQ=x|J(a_)YsC2C3 zrk_38tgHh5kl9O>QA(BfSPG4PDEi{SvhK=R+Pf}P`mCdV>|}SQr2h=*pDEFr90mJ8 z9>(N;xi1p&Vy9`-;3fDk<8)MB%vxepkwiik1xjZW2}?7??>*scp$Z5#buLt$u6UdyJ@O7`^ALsc5RE8S~sJUe8`6Qky-?&Mxf z3~$OWIL>I>WwI`aciI=a3M-FaOWeYw!?0lYm9yKD{rCNak_FxD2NLBQf1g++9Gd~2 zCT=tKUIWF(y;aX>OUg%2$~@l6dRhj^GMPT}Wc_>Saa@C1ASEGP!omI4pi{oNfkP#C z9wxR&cz3`raE+90qH@%XU;7MlK?JtE0 z>#2xE=G8cv>E3w%_V#4+>^8SgPm?v09}IC}27VFbMQ#>4JdINIpT}@xw;%e{V3=1D zJ{1F|?K@L?f-LxN-!C;e%4F0dMt`Y(uToZc7s4g2xK8i1A$*US`T8EL z2#@+{)oE43DWSQ;0o0W_4EmF!z0Rzdk@TG&bD!>eTzxSaj;o7~Gc|T92ffTBHziTZ zZ?dC<1eW1=-|n*%#5m*%vbg#h)rhtRA&cQe`{UlvqkpaBdnn9snX8cW%w=4OQDo%d zN4x_Ma~gGjmL(tZR^1%)imyXY&zLU;_99X5HNe;}QF{#8+1(#qSkac0EZLQ1MvLe% zF)TV;D>E_Zpf`6k>7g2G@XSkze6@@YBRg;M5NcjK+$kzvACh(Za=CN>3;lW-aDcg3 z^P*;hHqv@r|ECF?C;9d=QlIq=lJsMZtMTrOYg1->5(b;d7!cHe(>WF!cnET3e#>}m z*l6WHH4Ead?H#fM=Q(neZ+$`QZ{~!C3HObo@%DHG+m94J%sIFknjGT9yw##RW=rew z7#84u<3(;~BBTuODGDuEdZwB(8cGcoUSw60#o)}ylAvI~Q;pu$ z82S)v7E8BxkE?WBwl}oBU0Uv!ZplxXDmu1O#khCW{HGbDF>k&beP%>&jn$$t;lWJk z3H7$FajxuD%AG@=M*_%~+utX9%ZlQA+;ZpT8cmK4zD92U9@&!g#!{hm5rXb}fq$=D zlURqol6Ci!fp?dES}Pink<)*l0o0VSxNo6b`WW-b<@hxw|JdP(mdJ76RThcq(6F@>f05tcwGu^c z(tW~&Q;(hX4w=O ztiqLB$+~|SD$MK$jb#SJ!F|?+AZs3L0<@CS^*^m%+69D`ce))?r1%ZLBCz#qs>ux20Tr1As8E0^)BTOtj`_+4cW+% z51^TrwLJDFf?PM4{3}t$Cj`7$WLr@Bp6mj0oFn`aSGOpIE zT%S>`5H-U>U@S1*E?Qm%+eVsY1d0UEa*{IfAcc~L#d-m>p6rjx-X9BJr;`Gr>Za(K z8Y#(+fv3iO`)B5KYGYA>jtA%yW}L;gv(|vMo`Xcjw{9TsM&Yjgb6xY~`Sk2O`m#o+O{qTXK<{ZAbZ}U9eZT&l4pI0xqd?{pmA17- zWZm_;ll7Vf-GqG~dHI00M4UrTzDzH7{+rWSveBf)EE$`R0S!BQAiCLy2f!*|5wwzZ zwn|YZgS7dTd!2EW<2p>QOIwjT2cXE#jNRuhAt3Qx8~@@rw$pi}$L@Cy6zR|T7Q7Lj zV>ST>th6L$uWamCe;VMAFJ~Rbz<0c)d!qc^_Y0;NrH+lW=l6BejtiJgY(Ag?zy5gx zYC#Y1iy_<;V^2cx8-O8s+;^1kbiNWsC+p;JW5p^)4^!y(&NZlt(WDw^hzyXsSy{}7 zxd@Ue=iA@Q#gcTDF9hh!?@AHc9(4pC)y@GON5og8^1>O5>gEH-mn3UNBPx&a76ZH-&Ud{R`GzxlC$ z1M=EX9d+?>I`ScD-z7%OPgh>^UlEg==Yj_CjZdIM9|JAe4P|H_7(cv{5#0X*rwb_k zZPiUDMPKx-!9CM;2TuGn3NI%uGI3Ic|e07{F5{`-3Up4e{CU;o{ z{%X4UdOB)y+`=&Tciy7W8ups(bL=j*QTzZX<&fgv((|d%9x|X|z5^NWb=1L{PAz}| zGhHxxwPJsGM6>tdw-Zbl35mV$?f1fKpwC5>=z0kXplA?tX@`C4oeDJ(Z*Q?IT2|Dm z5C19NXLZgNrj-I84&!EawFULK^#l6MR(kEVI3Mg_RCGxCbiA;T?(pP*W z)eH4lMc0LI@7JAs0NYY=i?yo!=Nqr4FJ-%qZzuT$CdZkU$HBzlN}WXP{5}UYB6I(_ zJa%v(n=%ueZRZFkcb;m8*V@{&(N>_Y`>nKeHC{K6LG@FIZM(t`<4mHoiLPhH)nmoEqY#BMdY?QAPA!+ z=-JC2|CE(`))gD15L>3l)?=&U?6n0cHL_kJ8~ZA2B%nIk3oVQ&@Z~=LAs%6jBjUSQ$HwaW++uB5Q>o zM_XysRP3H~tE>TX7%ogY#B?E|6+wvugQ+utIQ9w@W!>AK9G;)om8DJ1yn8e!?i#~B zih&vZMcY{K(zVhkV_>hxEm>euY=assS9C92SG<)G*;zNClkwzmr`*f!)atokSG@W* zKi!RIHVo;STirdjtZV{Ex_^Q5mAm%)@}~1&c!el03j3sul+qdXPu9KY20EkH3q-i3 zM!Wxb0r=iFdVJMRL?1fyaHSI+rra;q_L%RFG=4z+wZdX_=?%OT4wP8SYu;)+@8m_s ze}Zi0KzWtQOHZdye$Sx;uG2cBI94IXg$^y>CRFcc(NdvA!isap(_hlGhH=ra64i;RlNGV^l=n<$XR-G z=P=BUQ!T78&?Ta+G(fEUfrZ%*8K-ZGVK3dtVk=4#;`=GuH%9UVZe-lJxpZ3Wvz>TJ zg3L^2H*d_=_g=hZ3nRHE=>ca5>p;ZchkIDT<=+8lIEoP|OvKA0i>m#X(<^0|hH(`o zCSBjH-W={Z`?s*Y6;BgROnHABN&%z1pUN`!rUc=X1)m&m|pLKLk0 z70}T*A}|zCfx9`3IWW;o)KOHrUq8i*>)2HLd$9is5B?6~l)TxCJi0QCTqztG$iaI2 zoYu0h5d1y8of!IQjsbVL$eVvvmUJdz08Vgs)D^Bizj099F3^(M5eU^f>!iBPFER+} z{RP4PHJN{hANNtPh+kE_;2wIU<9R5E17m;_VwI8`Tn521hnV-~sufX> zso?GrHuAly(gx3qXAp)F4?~8T~y-acLD$Xz+MBCGejVWu>F^9|Hw#)1=aaFKqw!7((Fl zKW{E-gWW>mt=SIxC8$`m6YANvZuEHjWH7pcwkppBEViN2eT+3BuAM{i^EPW*16CkK z^x-*3f>cNrBQlBAS*iVIO;aF$EL zRO0Wo^uPbKYbEgbZDg4cz$O0trNB;_@Xv>D5xMn_Z(-9C|2|#+ zkD(aCO57Z%&VH$5`QLvU&W0ttyWa81{uKXz{XQG)VcT!I%chq9^+i3Of)_Q!EJ^)4 zef~Rq`nPvJCVbNN%Al8|@tYv!*qMod& z0|>w`1Z1E^&%HPEpVO)hl>$F5Ma#3I0#3NRD^Q8Un=}EoUJ$ULV{$(KoE3o75lIHzWfh-S8=>FS9Px zZt2y$wB;&LrQCzsyq^KfEn)+p7l4$Po%5*I$)NhIV~uou4p=#)3*1oSBd7%tKz#*S z$mc&BeRpb4wXAyJBUzV@A9)EXIAm{;uL#VUex9*^N=4hb>NC8-NdpA`nin3Q>-DSD zt08rNn5R|s+dcP*dO6Iz{Pdi-=E}1C8?LS}|u(HtrRG_>@kp z0&Wf(RA*M(BE0m4cN=}m8$RJ~XPC8D$`9_<-4{)>uL&lY{z(IA0%f!<;@ z`bm$Sw%Gl&@UIIeBJwXH?e+pmtlzPQ@Q5GWRtV8n7ag86iw(H=kCgBds}6; z^@t(h)WHkpK94vInrxJ zmS~Kr*3;*E*#^d!G#)6HRA@%t<~~P~=hVrFlKfZ?s5xqySpt9`J&n8GsPhqxU_tsn*C-*8bzl*Mf%dli=DsxtShUv&z zy-b+?uUR7aYnJ9w1%ZP6fXE!sPRUfp{2|T%{-V&bOY^0EhA=Jn*wG8?Ai6HAImtu? zzX^vpUpRkyoCZut)^7~@QlSh8$`lATJINX`_o#J#}mna#DyB-BgL%9G?W25$#PEeRO_*UTGakx0qfKqu~R@q*}(Cx^GV zl@!{Jq7-_VlB=W`e~eFBcY)h%G-o6CHCySQ06Z(7?_~aqcJUusBK~qM#U=|mXr=H~L8x-=#}W>)ET^A+y$lY}8)Gv1 z&ZDDL9$Ey9#j3+wRP~ecpAD}IGH+qS%6fEuWD~q5Piy#Mry4w#gIg0FL_WSQnZ?~c zu&fZeHLQmypl_tJ4*d=3aq~8aRD3k>+Y5W zj1;}*m6yGjEqqZ!3~nmMEfhaRn}hJa;;+NL*Q8fcgFCCy0lKp6N(v{s6ss`dZ>H^y@-`=r~BFNNi2VtDu=>MMK-{z*v18{3Eoj|2Vs)Q=USz3cqh{zFynKD@|$}aLWyMypTc# z4dv4kv9iRiD`cG7BKD1YRQ(cCJDB1abU$4ZU%Ixo*QnF(LlMj}Yg-;D%nM0`IF*M> zD2^@2bLJ}}E-T##pBY9?d&_+m9X`2z9Z>7>blNy|7C1>Vr8?KhkN*1lQKG z&i6|7?~Pvy!&9wE5N~E1q#m#C9sJG_*g4@9&L*L@1^)EMP7EG-gpT-iqBHD zS7O(_B+k-7m-z~f!MJf04-j2M){-8MxOq`7rEwlLs4p6%E~Tt>p_yH9Wu+V}EmkR@ zAhh{`h$A+^ScAKK7GQvr9u8;UBE9g^03nWY`tX;D423g;xGS1}DUW4wt(hL%W&3S5 zFyQSotq-&^`9**JDC%IjTRP_#+^$oPMQ+1awmXk_ zrZkzSG3R5JQf`Z=-{*Jb{+w}}P1Vy?pJnQs`mtFhwvZlaLf5>gsQsqlclxF#PeH_X zv;Ovmt|`GG(hx*X1wz4qf-=o3j6^=B%4B+g7OMM|v?qA^d7^f2UlGdLn7w7% z!TuVKZYs?)olf4awX7mNQody8DweU(jldSL+!ML#-tslzc`aX8tOWlRC;2@(JnB{4y0R%ThitDyL-_&&2?dX_(>a&ZRK5WK<@`u~E%ya}veS&eo#dFEkvik{ zFE#8z$aWR}LC5wX1#Wdi`k9O>p|Rfgk~n=Y7zFGq1!5{nTZ;lvgrI9L+0 zxnD4E6HPojpCO^L()2zYZ{% zaEm8nw*#&>Pt`T5467FN0#~}|`MB$HS3FBzc^p0-b&s3SAnud8e&q;-d+z)wSM_e; zYC>e=biZMf6V!bV?~KdKUd<*P5vUVlI|!pl<{40`lX}NWI)wm7NsCJP?ZvXzE7QAH zVjLY9KlBo3FFs;=(p!u3$D$X%fVyd_*{)6NL**1fA8=(AeELcws8Hbh{1{{}?kxWO zkWLgg8OI%I72*62WW;mE?w8O381i_yW6y4(y$D+iY9MB)Mglbs=8NYjq&Qf)NoyUu zFRQ+cJcbLCrl+nYq#J_6P;{-L43C{S*G5@{s#xE7ipsi(?LP6zX^BgeMh-s_>|dgE z00q1Wvs8y008rEt6o-_V>B)wKsVuG~+uWz|SYAxHCF~bf>YdM1&Fxy=suW@Pth|yN z^wO-)WSC-+^<&{XPzxiaFGQuR7~q-iSovCcKd#W$MLrPvzo>+pEqrD``mn9Xwrxfy8Y84!lSx28d^-LH7S;{v;(Oi15Z$g}( z#S7D%nGPTSTa!CO`14jXvNC&Y7- zGxH7zx?9%j%Q0Jh3F-#AsdG>qSu6b4^z##pKm0xY;iy;|aW3ezx%dGuk<+MMksDujyG#?CjmeuLbQGO1ATFq`p9Qiw*}h+#3{OW4cCxX*>Gk<$+cpTCyfRwWUbXH`c3!5#shjX7QVqTL{nZ?f` zt5Qb-23RzszzM4W;d=F!p;^qUnZ6^sE#>xODcv_`R#}U#s!Z|6Y~7C!_Ef*-dC)qR z>0QhX)Q$2Jvv4Tq@We9A@DoTnANIBiP&Wr2)fp%EmNmxR&>;}7CM_yOgt~_vH4x~X zR*-Z)9vR^2!sR~m6MM{i6FVDIu=TRhOzrzy+Od7+UZH?D-M}iHn0?H_#+%%MVNPj;_tfosW> zCdfSu@glmV#Xp3~=B{1GD01iha?P0iFQuIXy4fXmNlYp4SR&MU(zPWi&EA%!Dy89? z$Vhqtu$u8h8Neo|bEr$xb5E82=AdD*9Jq|c8(1;>u!h( z4$B@;(=Do|U#O|QpuNk1mOX#9#_JR}0wiv)FlznbV_*Cq_TD-w%XRG@Rl205QyLUr zLRz{72_*z11yQ8C8>G9WOF|?B0VM_LZlqJXJKu9Z?)~kv*V^A&zi*sz{y1Zt?=M}h zcf9dD_jBL#n%BJMoPGVlkFas%O(j+5yiKdhBOY*V%P6{d?&w*i{?qG*!$vKb%0!qG<{|enK8H$x#{yRKKG)2emmzp?#kcR<#36a&eeT7zj|}yxe6mJ$I|*#tvVGiat%J^Td!&fhr`xjRm>I~psweyV&?yP z;~e2bZs?z6lCZ;P68Q6TRn%I#bK^+wTgT?~g+a+R!pU}C-5tZ$nmpWRF4v%BcwYN6 zQ0*ZDR=Y71U&P(W!t9Jz!QoTZOAuzqV4m;UmQ+6f?Uz9OtEW5a%jF9VGJ0`(cvzk5 zaHo1+<6I>w^SI7CFWr?FZnTt}AH~4zg~#obTkRrLqU4JxGM>F^DBhUdIMPe5E`0mq z#(0-XgZBy4j0Qwlx%{nNo14|ct=1qXlJr>g-R>CW_i>}esEY4Q@foRSFSUN{iYl5d z>4qTD?~Pp!(1_3HrT#3ai#yEL;dzFIk9o=JqsJI!S{TVw#fNhjjB|R{fL^T8I~pq3 zS!UFdh-!T9N#2Qudg*bc3=N+IVGGV(a|6*Xu{b?l%&$(AA-ocv(Jv`mac~Nm?awQ7 z=sD73ch6nUL`=HkXk{>~Xqm&DfH;Mu1h;d!!?PMmGe0ckd;KVhI+TbRwfNi{Lj zl1{}yFv$bk7U=`AEHB+9=l;6^T)G*{g^OPNfmPYhI7NQn>XJ{aJMo2&juQ^3-A>C~ zjaUBB{UmWiLUZcoMj6y~4r&=_dYK{Y&(Z&?E_BaOP1Tjd(3Y&9?LOeR<_^*is6x_x z2fmZB+j5oQa6!^P>tQG@pao2l@^ma&%rOiQBdLibNB3AWG2Qw4riRI0N9|J0t=2?@7MOW68&LhY#lZZ8|f>)Ls*=zrH^wkp2FPu!vw+XWXm2;uDBL>uX?25K70W zDo=xm`PeO;xMJLzz zljRqa=08anZ~wqf z*x?sWgNXyzQj$60cLMr=!|x6P=oO3TbWh`i`4AeBsUlR}tpK<0@amdy)9lnO{k|)( z%`9@`$M^}AYzE8{{MfT-U59bjC@;)f$01G-g3ckt`+FlLaF0qcQz798c;cQfy+vqexlPwFYC-* zXg~v=L*tWNED>+W1-0Y@Lv;ma#2u(68GYiW6IyB-S6%2r)EP{OaT0~C@43{ZLK!n7 zFRGs^haDMoOTPVif5Aw|&iKUz<(?NaTz{ksUM{>ZyimCDm5sQ6Zs(LxlU%(Z zzSGHSAbl7cMd(oK9AUR^R{FRse<}Uf1y&0-c7XBsb=QS3PVF;Z%Pyoxyb8|B-)e}7 zH2)@Yu%!KhgZpA0Id-zQ=fo7?x}gX{+X8i~(9b6tgZ-afe~wwgRV$e~y)c1NR6f~W zblz#K)0ud4XUr)Kf18XEEixgj#NWv5sMa#buy$#fJ=U=l+Q51znc?MjIOe<>JD}hK z>pKexhEr=!B>Ksu?m4wJB^ceNl7%>n2xbA1Spz}(ZA40mmVhj7tGL)-)2p$RPXo1PY7311xxZd^hqZj)k$24Pwc zwgUHvszDyyhhpx5cxMupvp;8-@i=jR@To#fwrwmw-2aETfu7ZU)e^cR^xY(l+!O%3 zaNuCo>k{}!i^J^a6Z9B=Oe;~bkgSujI1lfW%7ow^Hlp6{$V;*4 z>5m_1E*t2Ay-|I=Z8b$MD-(4>QYm<4oT@zZT16`bmUgvlMSbxlyxtbwm{cL zk1htwX`JEfa8FH6k>fM<-|ej8@xExwf8Z>cu36CK2c^xrU0VK!+8XE+`qJ z7?^42tt2zN$6x<&l0al{JdU>41X41%4Pbh)9SO^=Ukxfnz(DMq6gjn2BxyB;gRU_B zW{h7F9gJAm;q;o!T;w9kvk4JP7ob;ZZfr(%APh?>IBP`7X#oONt?n<;<9_395Qq8f z#SFtj7Nilb@!A+ERFbS3`BV^2S@R@681cvkSR{~St0<~-J{3H*W@+2XZ>%vUD0w%x zb1(EhzHJNPv4Oo}I$4ub0kvdZVPYV)*9J>jpv9Gd& zr$!{Srn9T#i-5vc-hV%zj?E|RHjyaIxL5hz&Tli7YkIijlM3O)hvb*m9O;cAyhQ!a zcZIeUPi^9cTN@H60Z7<|+1dKtRqz zKHW?eNU}Obwfi|yE{@ZkN4GM37?B=!520t$RED#nUsa>>O-+-E&jHan)KLWNc5Ok2 zDbXsJi6-(q{-{4nNL{YdnE}jF>Z*=`^-3g_CUb4FPbyp0S0)-}+2GQ`Fp=96R$o^V z76AYFTv#Bh8TO1|iNZv5A*;h8Zt*1Net-D$FeVrFDB}nLMgwmnBGKc6y)a_bkRzEG z!XI%9@0%vVvnd$lF}8h&@cgP>M*#FmbRZAdi>mb07;dx@Wh8%uKl7 zEN3iDDQ&`A5x8IUBP}J7stzMYRwm!Uu0bQWz}ku-ndg{M^7c3zhW16oLBeM2CZZn# z3f_jSiZ{{S>hrfo8&D#M@$;J|R?@XSBSL~tgf@9AjF zC1seEjj`879&nA3AY zO){{_juOzcOCQ{~{Nk9NadWH>2L>lf-TQrIKo#E}9IE(k=_k!2FTO`L^0(9V_lka{ zMV+RY?j|V}*;ON5gg|0^Y#_`oD0@kylMFMyGhP810GZU9PmOu8@u6@?L4&atDbSGM z8Uc+x4($^a|AWi6vjIgBkZsmZy2_k}{@4zXC+*6D5kE_Us9epiaxGdJa0oihn#0C{ zP?g=Y;V6$I01=x%Q{xKEyoYc06#dGQPX@X%e0Lz9hz#)}^b$7sEpP>?;ExqG(oU4p zg$1U;^|m?T#&8VNagVX?jh?sw8V2Q*zz6#m^Ki_rhhapW1NG}4Qn2?2a>D%^3`M)A zG3iU=g0!iU$Qfk&y8G80CPSI-rBg9e?!W7Jgc!2jlH@b^Ve7QViYn0Ax@iX0;$d)8(lk-fl7%^$u#o}BDF0b&v%TUtWGQ`s<~ z&ZgM$P}<1P(@r5n>t{TRL+f9pbw1W<5?#)&pNh}pjej@Ns0(*qX8iW?M$-g>& zj5YW42$xDPyZ(V9{SO|^y7g0nqib3zkT2F3tMoCvkI}JT$CJ5il z{ng@6J8K-1YnQjn&H(Fx)D5c75ONc3QAk?xLZl=l_75`dCoy{^89q+BV>R54!sZ8v1qoDs43N*>VaVHY}i6Y-&LW#H1qH%bpM5miOf7@M>p9f$>lP z*}wvjSy*g~KR2!?K|1%5wI8_!xfvYQ11HVvxY;+wW`kyB@-b#+LS;F>(jicqPcJ3nrA+E~^WX9oN0qI_lZQbVXH%!iZ{ z<#BZFTxn-wUAhF{L&D?Gm0lplsFL+P!i_ygTi|Kye_M!s9W+80{`PK~>+V|R_~ zhxcCx=;SwM745{gHaJ~?qs7TJ+`jAQKgLuuMQ$@9^Z`NL8ijM>%VyG8BIgXFAzbS8 zZrcTyc&8`n^?2!{F6}H0R=?WIBA6}!yG1_d0E=M;+kwuv*lJVzdI2+h+Av<+rbWk3t)kkbfLvo~vkcnhtW5z_US@mF==HWq*OM zxgImXqjvmK4v=YiDVu3W74guXJ}hIp#Yxl|)#<$F_L?bQnzY??Tq6InyYKlZ?@sX5 z+=@su+#tz7i|tqCYx@RJy>PRqR>YdKS=p(dcGdNz(Ey7L{afEt+Ba~j@CJ7kf^aqPiQbAs^aXv zPD4{QT;q%7Ml(-c1}blHZ3h+~A4ZtF;Qp<7F@d2Ha}T=vpI95nMi)eYsKx_fxp4lr z@AD34@ok{aeW2-kuVnc0)@h6pz6llo9+J4@jDu!4(Syj2HNqcSF#Kx6xcYF@lAk+IMC=o10mG^fGs8I1F=pcX_hw zQh&6btF$8ISbRZr$UGOL?YGWE4504AhKyQ5m6YcyA$P-31cLkhLmxkQ?~B-aWB1QVCJR8Uq=GtY z55NtlVO-b?iyl$73_*uCsVvGh%#u>!C^r3&py?lDo&P17T%)=zAsLibTd_3&xpM=kBHE-DxF-*DQamax|NKT#V(~~xNfQ>N z>jDtVNrD|hKePOEBM>*l6*3SYe_JNbR|E-q=^+)Wz*}Bz1pE&4%Gfw=(Gs0a<4=!f zHu8@F`T8e?YY~lDI-0G*3x`p4PD6*g4j%;Ne3fSCdUfQ|^CLaBjG>r^u;6A0^(E!p z8=dQnp&*4cXEa$gs^o&S>*d#S1|Rt5Vm!B!Jb(-RfBo!#*RlffxL*_0MqmehtUUlM zH7Dnxz+hJ{_oE!@PsOt!JCqZ0g)9G5nV37(Dm9%NW`^ai*1Q7>0`37S5h&gx3G|{_ z&13J%13y!^WBk^kd!ZqSCCPDJH>a@7L`$ zJ9O6?+oMebb=en!N09avKp#w?oBn9A`Emugt`|^7ylR(Q2K;U*Wx}}T)EelU{F|Wv zkADq&j=())J*Ze1ws-;32_iBeIk-&%9FQ%zypv`*-h48A{-kjEeMp)X1R9ye^;1Jz#PRQ&8+51Dm)$Yr5)GSm) zjg63#Y^2wfu`{^uIj@>7XHOfFIQ#}=TK(ssYz?3tAPyY$J8gwDB-Q=kz%T>`bkrIj z(hjkNYRY_c@jAPgW_CTDl7Pkg-o``4X`hTms2>uXcMKl@oxD^I*^;yfQJduNM#F!9UwxwS%*<-e zHZ&W_&@x6!Am0jGt9O8l5#9ni)`fR;5d{xdA+haQGjW5;WgmvjyVt`X0w9ev>qO9& z`zEG*F5lGK3drJj)NuwB)Ic)vq`*U&?Ys(V7X2ENyOgm_w|`r|Li#EdZwI_-4f)DB zZ4iZ;HX-tjsw}1Y6i}64N-trPPdI`2tsf?znnX2Kj!MC^UJjQ=Y=iU(;P!sjvIX6h zg&gW@Gky@S_9pP2BV?#T#$EzS9&2!y+CRUY0zA}`>%~)s6etya0iyVDCGV_$?tEfnf2sjiQ#5^4or`AW47(QVyHRu@Het@Vw?YmZyQv zIC)$o9#B#ZzurvOa7^FIe~u{q*Rv?bfe)@`(_`BH^MN<0(C(rUTBVM?iz&>}VdDdv zN_&3I!hwQeM|c4_8_&4zzY)Xh>$!FfS^tI#x09{z^W$V7W#3Dpp(o-#3yrzxcf`V_ z1|oN(==I_JAjp}INbRFDg-k(;1O=+j%eKLmpw%>cMO|h zPZsW|5ehSS?uY98Kd73xR}9ojtuuETjf>BYOT8Z54^j|BD@_CwPn={AVG+v`I-~KNs5{>_bu*w(K@#<(E6SE`kYKMn{*jS#>92o27=r~rf5I#$ytyzx zeUgZP@H5zXpXjt#J|(g8*0qWB^#Ykx!RqtqQRENgXnMDtCjCEOfbrN+DpJC>+S_z! zSrKSBJYdqdAgU1zo0#_+dSP7py%LX!PG_RjxB3di@U16TAT1+O8q!m%wMcVWs-X3w z3A4aRQi1cp!yIHiM1M!$I}0Vy)b0DvlzEq6EmQ2>V~PC{h5Hl++34orA!_vID)2(% zufmk8?G*?($jx30>b?eI;5oKiMc2Yv6P!l5$+S%scY0agOdWPBZpGK^_{?+#Ei0}Y3Q2yyun2tP3RfOA2|=4} z;RQxLGt$2i1=R2oDJQ-zu%ZTjUXErX#gigfIP0!$xW1Y{ zj6xr1Ohw`?LF~-~{}IS8fFL?Qm6$$6x%uH2P;`7K9qjN)#BU=+GA11-T=Jo()4Dns zqsHR;yK@eUVPL@8=QB}h=+h?xCTpq=4be@mU^bwnqWXPrPjNeeH_|8?P#$Igu6gLq zddxJrKh?edTg^Q#Sj5{3eEpKxAuns1NW=?DgsG9+!swkta?5o6LoXuXXOWfW6Zk9V zKvAXlw1}zH#}IjL^4455$%BHA3cMt?z#NAB0Y7S1)*j7wKNL`x=xFom&Z|bh1Z5Dl zQKf-UTNpSN8Lxo8^VNNsMGFZHhEl2tdfF{5RoL`C3&EsP%sw;)GDzYp8+Px%-;IC& zt0a0|P5|Y%`jc>B+)sfE;)W>)N+YZV&HtPCxPNWCQO>08*z{f@xv)V&JQFYDmi##+)`TkHcwJc&92n@`rC{Gm%JPTDo%ODJV$Df_!2j;%izC6zEUZsL zED@H6t7?<)^)E2+pHE>X1A@{W;t>fdt6gRCfGzue_e?(f8F0r&i{5@45W%Z z4#aHcTyTiS*CGCB^1PP?`I_F}l*lUwrpnx13eG-lr@c7ZEkf$Hpa#*4wH%-2 zk(rpHpFCvw*?8GzKUg-6)7kv5!CZ>8Gnfq2(Xj8Rij$?cp#L!fP6UefAYF2LL9gX# z*=!${c%NgaD<}d#?{80~eO>$bZ!o%!X;Z$b9`Zd90;5Q1UbFuV#T zV#>5*!BIIrw*Tx5@K{{*%7{Yy(`z4|^#-cwALp)ZM`39lcU4gCqJ~+s*b||k*F-#n zvFGK^jL4%Ef_gv4Os(m^yZ~TLw+*k*wgVCa|L$r1glG0XRY*Oyj(zB~^5ut1GiM!x z%Cl`Nuaqa`hp18W{PLES22)^DNp~DgSazq8claprBsklCNx0Q+kFrHtLD&M1{g%aRwStc#W#d2gX6hp$QTZ=2IwrU2sY!7&Zf#))(;t(h;s35miS{c*>u_##@dCq48 zU`Qawv2_KQe^CQIv4(akL?7*uG!FV?=;4Xa9ee>|7_QDE$pAr1ZmJOp+s#eiE4S`v+rp%Ho>s+|W=-WLbeh?E7xctyiSdK8mO}8?Z&=c4me{!HS z9sug9rtzAmmRLPm;2HTYR{4CYqe?y~8WWdC2)ZD{H^54;&F_G+=`G~ zdb(Rn9q2zV0MU8)b-S6k9#+_snYf~#TLABIRuZ%^6W)--*ybS5azZ0xueFL@ul;9s zYImt%DhyecVYu}C{ozE;M^N=rsHJOrUqC9xpg4)wLL2BQF%cH>h8!Lz1GG#R$n)4_ zKeaRO?9trnx4$f`eZ(0Csup~o?=iW@3i6W; zDw~|6F~4$j`G1CDr9}<^8qL5OVnj_1cbsL+9lLOG=$c z80K#gtW-q4JboC=fAHdJRa7)r`L)+(ihc;j;pndwjOa1y8Fn?!)CRq(Z%JQA% z{tjf05XdGMH=UIsu>aJq7pip@pgBjHb0>CPKNfq!Hqkm~AcFtvvt7a9L$xr$EXB7% z(S`*ZF+EJeVV9dAN7weP^SGc}R=!+?i^3+yj-SIFA#}(&O{7Qil`}Keb?Q;o8{Xx} zCN@+*nPl^3$NaHdX`5jOpsQ@fqsSweaPl<$^WS1Y zrh)3f(1jNcp?`V*ejlgCX<}1Z*=?>tZ~q|#|I43O{}>Dz?nb0N`0Jw>RC-60fa&(& z%XO6dD+C0g{DE4?hG1vnr|sWd&M2`t$REK;@=eg+U=uNf|NUbBx;+1Xxne%gGr-hk z!)6@iU$!^sVQ5Hg;pBX1GnJ8uGGdXTx5=$*+5TGu`A>p^q#G>Cu$94bi@(6`zw1+< z+n}Rh)Pyp<^EZ4N@E_v>&w;Uv{o9nkd;AQVK;ML<>~?kS-+pAdqF76-78T_bm`wc3 z=M$d<2Kpu_Z=1GD{`MoGS#Qn++4ib`dY%4j@%#bzqlAHu$p3qn47TZgJPutk51Dx= z)bn>1IV4;)O+UBL*@7(UpvaazaLiZtyP7*)1l$^D&VW4m6w?I17*@}MI&BY#R{}ts z53eWWl(Bbn+9>Ktq-Ed(8&>3gC@eB}K51Tx?8!~R4H&nT+CNteFiCW1l3W*nsRf{P zGpnTp?4%py7LmmBS`D)57&zJArrLwDd>n_ym@?eC>Hy2K0I`hD(DeVot{2>`_~18h z38YjA+s5bVr*%wwz>1J218^f1Gf#E&5D>vAc54&X7s_}sFMP;;u?6aL0#=vJpDt3E z%l&d{4jWKk;uApN)eNTQM{l+&>o;5wgnJG$yYr)=grY&%DPUd`iF5$(+zj{;3dm++ z==wEXTL|Ps0xr|tLF?})R-T6`hTtTWmxjhS{(b!<86r9J2?A#T#E=^>6_T+pSG_ zO|fgBC1EvTg+&G#BTfJa*$kX2pK6~#e13kat%5VqE(LA1$Nrgzg%P0%Ls>jAqtF!B zn7-F_Rmu;kPf%>Uj1fNo+=$0Y$y|9v$ywVN6^MJf?F9b)z(pl}d)@smBHFGe7@~dd zp1)MT^J3RkbM>x{AJT<4SkfXSQnjGz&tMHc7S&W8_XK4ZBLS7dTI{H%sbF6peyqRX z1wZvdy&HMGV~79+is0t7Lh+=|-Wky3jzgd188q^~1DL>xZou|RJFNi{)>W=F8QuO@ z@+%pq6R$`aXZ%Tv`g;i6EMMycH2l6pAiF$09Z5wrz-OCReY4I6R z{51xI8a^fnOSV9$uSML(1Cp%Uq*-i9I(MwP_6Gz(hD~2hE45zd#Uo_p{Ta?&D|qWB zLM1~B6cPp*qqGO>rk#A5k_oNz$Z;vTsw;VHa36oot)&%^>qN$`bHKcpv+#AjIPgyg zULaVZLZ=`hO-i!@%KDhdqBsOio_3^9nYzh$Qw5XmT(hSC{1w5||Vg~wG z0!k29@NZj|SR+0S9xp*X(eszlNwK~#MF5Tl+>kD~o)MN90RBx2atVDC(#yjGamIkJ z-wP-M83P}bY+SDP+k;wgM1@NTG?oA(;6QWK27Gh~s5(=>TeZ~{WQ$%U##RFIKO|IMcubKE>8>N6$ zvTLtV65g|nL+~`TOdnF&FY)6G!p;icQf0p#Z44rmL^9{1~^#D+NDT3}7UO5e2mu$K{% ze`;uRcZMi~h-R^DwitX4FuIqwGR^E$E@J=|I<~*RE9mMV2HM`t6@Ttxbx8RNYKVlL zrD`yXYi>``|E1EF?@t>Oi6qj{aw*t6KUAtqSi53S_eUx8>tAWLjxgI0)6X% zJX6{;ZteN{a-h-<1opYDKT9C5;xi~fUeaN{9N>K&f1~UXLnb>vus(Qw0E}RQN~(Q+ z&m0pjur-p8;EpAMl6H$6qco>w$q$_~_10_CKA) z@%S|Pb08Q|uX{gH^9ES=x95(7Y{ZvJjfuNfRZmL9KxPLg$AX#42}Qj`W+@giILjPs z0HCLH3%e^zVI!3U`1d8JxDX){Pc3L4vq_E#i_478a*+Tdau3557Fhe9NkTf5{0w zOdVnQ3uG;1R3jO7;7qdbGIu#kJd?utc2EBNLE9VAw~2p*4nBi4-s7&Ea1+5@sMFLU z4a7EHk5eYKA-g=zY(#>tZ!GkLbHK;=n+wKff|xSo^w|oWqE-BqYYJXg7Ff8On*fpq zyJzeMa;h?ZmxIgNr^kSzmptg}`i?2xU(mJ%c?z05JCiqo&aqJf$WF^BuSbNV?Wn)M zP1GZdsHa4Qe&8_@Ol}MK!9ZD>I8f61r}bs^X0|9Ccr8p17aPO4{!g1O^j=Be_O?JK z8`hu#N4@v8Ofjoa@Dcg0!}7MS$MI;;%I;RBWn`jQDFO7o!5%=-j%dOVlFB9CDZjWQ zGX&Ie3t4-)Vz3BY);FNBi$47W?3f1jX!Md&6?2r_?4T2~!jUr!>%ZrNfj<9&(_v#| z?+1ahKcGScL@1yt?+f={W)C8F2B5^*-va9m!>XUAAGe)=G2y@OUfxK8Ox{$uEeHf{ zXHlV16xHXepx9%rldU~uOBA|@>@ z`L&i}O`|0|q77hMp^AkLTnvPdl z5#)R&=1U6AyO7zyp!pJ5PoWBQru85AFP3|o-YCTEx$05BFi*Yv*gy;|*Xv0BwNB}j z@O_#>_j+4PaKmt$v}F4jMMya1raiy{Yx^|^`Zk8ZL23}OOcQ0;@sB&tBk^1H)Ovfv z`O1+lyiAHoxNVWtqCb`>>k%^?4{(jvXk4+5W0qj+Fjs_-@VF*s+%-U+a;wEc_DZk6 zuysSqsNcN{n!X!AvJqJ6f!udvIeAy>yI?~VA@)4))(-^A`35$NGBtE8E*}j^F$U$( zXP!~XKTm{deVPh07XlfG-L* zMAZRY&DRXE)Hm02@cNBm?F=N8bTKZeT>6<~@5=X>IkWo!3Wm`%g{45%a=c>?L z;d6&r)V4C28gT^twRZr*@A)`iLAa!4Wu)6deA>(ZIW7Pd0k?1(uW%$gX5zw@KoV4t z0)2nLpEiq3eY9e*;(hwV;sD@i;T)egtMvKj=rmAbmqUks3-SxP*C$-v_X&uAYZa}r z2jKPFUh=(71@%L>3}%<{mRwuZX(Rj^>a8ouVLUsbt8r&2%vV&pgq+Uk=wM*L&Y7l7 zN;q}wh0~1TT~5TbG6A&nTZ91X`7k7CWsf~O(10A@99pm!KPW~pAQ=mzFSfnE+K==K z!#Tfd)CJwtpzFD9d$`tS>GmIm3q^Fl_qbWoNj!U>b2oLN_JsHufG(S%1S3m8I)0u3 zE+gan;JxZTUlhwB)IWjFAYkT%{qa+kw%DL#dN4%&d8)+WIxc}y>JDIr9V~i4`f&B6 zD;paL8`{)9@WB#+wH$jRVxs{v+jzdsm#Gax!%sjIt+x8?+c(VM2+Bk1cwGT(1W<+9 zA?tUw7G#%KxDss(ck<*iH6aUC$m`DLsg0-zkSb)WdV)E~5W}2zc?wB9%>+<7;}^?M z08mKAw2V6TG~HdS(E}9^r{yL{eI+xlU!+XV9lkE4`V;!|!WZj50RXgeRG_&N_~PhW zZYIeDyaIc685m6ogzVm-0!WqP4BVmmLD~nqZl|?#ln&vFC3*%v$VO}D2{=`mNEfMM z`lRe6Y!VMCp|C+liQ--ODf~u%9d`!^F>XuB)=FGwT#V#r53PY?784wwrwSjN%*w&! zPyCKu4uBK_KA@O=cmiQG?KL_zgM@IB^@osfkzWPtq;E#7i+*2 z4n6Y%HP?Nh!ZZXngP*G10xi5iqa%nuh3-h5J#D9d(-v4?|J&2FCW>&mQ){JYH1njt z2%Ferzm+&hiT5Wx8BrBb0KmXJH)J;1-Wdm3P+~og#Ev0Vv!EzG$ANo;p1MAe%v>`n(M2 ze)4;5f{%I7`C?t06;)#_?IHkD<_2mMHp!61neu*-OMlQux9$jkB}dx`kSZm?yy5K@ zWE{+%wZ1#i&bpkK2wAE3eDvs=;90Mn+i%`WA>N7|rbj*S94> zQk?r%^#e=d;~c zC9nmh-l8HV!KZdz%YqER?nASB52d$&?I`7|!b7)l>p=l?^CV8BGkuveCMth)WjSZ& zI#`s=QroD=HVF+ZFsv%d?-w{hLk0M|`hd;yKfI{^jqy1`{e4CRc3R}~`G>ZJ)+>C^ zY+_oWk)q~=UmfBINpq=<42%9kh0ZP2e4BPkCw~xwNZ>G8)&c;)Kf!| zdRBUDEBdq@t7p}he;|&0W*NL~46e@hEgUj?G6yt}?_d}k$jP9D5v;!m5AJc#0L!Ww zY6~PjlhhN<{!&KIfwEv5Oz}OxNSO4_`%QNABOadyKHa0EwFzfX6VTp1=tu=xwn6KC zaFFr0oq<42FOvEPa@LCX75@V~fr@gLz6^BlQACVYVZyjXiBQYtneu$v7RTtgML6{Q zd{gko74Uy+EYkuUNAccKeg(3pAGm_RA1`W_=tZ8@%D+Ekzn?ds8>TWq0Yz#v$sX$F zjIk)w`{3aZEE)OF3oC-FMvior{{-PkbY6rW4F0!0T$jh7#QbML|Q2<~0T3 zch}YZe|l$Igze>>?nv`j9=WR%V1G51V~(+pb*?3suncn;d(PzfO|{WMA(I#qIJc@+ z^nzgzT!c=uXx>GiEIHuSIRE~EUbXSp`YN#I{%vE365~UUV)MQ79Dm{TLQ(6*%2zqx zG+We&Ts_+Z3(!6`{4%N$8r+-@w4wzS7_`*wK=p!v-nt4j53EI%*yu-he3H{aL@VFr z2R=usKfd+A@{cxc<`o@Jl9 z;zTb}735?vz$gL`%PR&YGCoUPhGVT@q&9qr9(~R8_OH7WKD>Y%HA760b_?|G{OV>} z@V4NO#mOJglUybox?FJ1svvkq{iS!~FV+o|24+W9)%!FI_Z)MX-}y>J=}F++Mxdvu z?|giiM{>_sZseAlovQuY(2r|RPWqnGyMcMVzeq~gb4qKKddwH3Mh$Dzqx$0{Xe|&_nS4{NMvFWUw*7Fs{9|l z+(!ny{D0s5Kkq}+|C1}jRy96%Ju~M3lvnT?qhbubf4nb@7y*7L3Lm}(LaJ5WPIbY5 z-WoQVJ!SZjGMj(Nf43NlgPQWjLmlngTwB@n2Gc;xd?t^>V}0jmzo(;9Mas<98dCO~ z7ie3wNX+GsW0F&K-O7X7{`1twZ_A+qv{qK+Alickk`3&pl)HjQ-w`sx{bqF*Xtkzy zIXS*V8Yg;OsO$ieR2pYI0CNE^i4V?Ngs9h3AeSq9O0|7MIk!(a1NfPd#C4pTc^pAu zvY8cjr}d0uuaouh#;fi|`;4<6Oy3|9Xone{!|i9cqyF`%{>+O749zu>-9r&8wNK#x z-F#GDD!th#6_h#U0B7-T!-;ugRqf*4(g}~9RnMJV9!FN(Aa9^nDeK=M8?R|gHxqT2 z*1!DBart?NxB6@E6LHn^EnEbzePXY{`pcQ!9lP4^cPs~9fXS}etkl(R)BMXdhvi=xtvhULc%^uG7&7p*4o;p(z>{$FLZKSl|32_LR2dwr{& zUSS{aSI+=!dZPk#(wvv4uJK_1vWkQNpiXj_Vi)`(E|h`90Fy zqVvLIfY@V@_&9^(s+nV}^w%a3d>ve)!XH`@-bDy#f+3jHkhGcX?Xc;ecl9B(u0AYv z>1|LA#Mby=NrZrkblZ3zUD;W}sn=YuLI~huLCi-8NYW253=Kt}omzn}eQEnNZs+dB zD7fW2J~-|M9PagiYuXL?IKxbSbE(sKtP^Bn5lt<{PtTkUJrnPyE_W129RT<}&7cLo z&qLdmPPIEijfX(dA#d!6TDQdM+pN1duMUW+Yg+MS&@pU7 z;^)r7=O#eRSS}7r5=#Zdu6M#_7O{^L6xITuIMXd* z(^&teTK_y=fBo+LZEm=LvdYDMZi6+%Umug)=pL-p48@m>%&f`qZKTyN-Z<)o2S9Cp zbH(mZNzA-~dy|#e%TeG5%x#HEy89b#xHYW0eFJ#PRF(6a==HGZw&!}HXQ9(GGsGD5 z##6V(>dT8#_{GVfA$+_L+@=+M$6fbTq02AZX*>4$@mTsnCVE~NK9o|osKd_PP%Aza zJEGm*JkzY-P^UzOtCzZt#@m_Px`9^L4kGoLnA6nMtfLOaF3G#z9Ey#-K^FRmei9pY zZZG}QZ{sfn;SqVNrjDZFncaRS89CZF?Z_0_M;fui^?d`_6V;EGcF26UJGS8 zbG_xOzZfmuNe8^i$!su(OXuS;{DP|5FuM=R?-n1KMekMSKl)U9nYyklAL`2(Mikc} zd;o1L9?#0T8G6&O4nh8P_l(f&euPLjcziwU@4aRA!ia)0pil3SyY8fmz&|I}7xU?b zZF?IUxNhpq2_{JGW?g0z*B8`ozSy07u_`!DdPfuI_u<`vHevGJjiNMLW&VyQZm{a+ zxaaoxMUiTAb^0YRHr&H(93Z!{z1ESG5atdlkuY9|dDm@QSdl;atWgI&ox4!J>`51y zUj74@lLWABmZhO@yt_9idXXc#afdE!*_bLbOe<^8@-Pb9%1p@D5;X00-|Z**7OB6K z@t8blg)40~IUj%Et1rxWO4obRRbX7bc3k3AuV?u>YSUz^$K%<>8!`pa;;yBHgN~m5xWyy0m$xNem*jG;rlul-x5&cox$5MZ z@5NqBNkAB!e6xoGFC!kC$uYS4PJQ)#mjAo)aQRb04MT6xkvzOKR&gdI2Ad67Q&_j# zFl6_i>k5q-Y~b;C56zhOv&67`XE_phU~&OE7h`U=C7-$PcVj>uR=4!@;kRBml&AEf z?dt)yvlI(8Qg+^MUMH`-#>gKmOAlUyK5l;Px{{Tv)==DV*d3eH7~Yq4j>3ctjV^(x zECTJi3|j;4-PV%j`0MUVe4fUq59SUYT$j840>-At`n%l*eOc34ShG*KthlO*CG1AN zM?7< zhuXDE(fXpBhz*|5>}8@pD!BYsdihPnrdHAM{ry?LhGU(^hn`dgYMd zPv$Q^idKEMyoV79^$#_%(WMIRAWEV55?iBP5rzrJGv_gre96jDWKO~@UEJg9c|EfG z8zQ&iW~w;E4Mg$5wNkI`sjVCo3A4reWDPk{_&>0O5p5rqyPCEH7(ZaiC-w*|Te(Xm zgIRZ_QT)H4AsFCfG){U5_)e?m0Hu9_{r7Zr?l9>Ph?6Rmj!+!NCA22E}Ng_V|<4 z%=nCzmgkD5r->DR$P&1Gh*E9MmP1JuF2v@tXXXTUr%IN#v7hLG4N_o50`DixmH?aZ zW`XS9oEzfbOK=X?VEIcr7svD6V%wKXS}&@n%%TrxI_qp3j=|LrMWbMDLH3DARAqa4 zDE4K-4Ef9qx0&8lWKGt=(n7!!x;wa{Dh&PqBtyLfYt z8RK2;%(kV6n(#?W3v6h%AVAY7tMj7{L^BarVof}VOk~HgNeOGOm z%O`78Z>~}oS-Pwu&=%K8j%}*eCsdIMrNqk*nQl^ybN!eh>g=g>^@Ty#vG<@H@e zE;VwoKdpEs>+!RDm-!d-53Y#Np+UzmgSODKp`Z488mQY_6_(nIYPdy_H$03VrDpCm z>RPP~Bn+XQ|9IFeqpO*;4%`ub6s|;j4<{6Ub*H|ge;;W8m|755?c;ZF*+<7a@n1Y{MHGw0CWSDSrvyNMqJRnP( z%yH-rCH42rte&`sB6_oF=o#qQ^L!aqx$c^^lcQCZtNfO4gk%VFcO+$r+IIXz2C_<3 z_S)eBrH=2A8XO}#+(>&>QLnk%>SrRe&a4jmo;-Yz(5!&^x-`tq>##yUOjq23%x*+l zC{WUmc&Pu;FJEdTy$z!<@;T$fDA*Z?UI{g(X#9r*93WpbSBV=Pts%eXZvR5yC3Ah@ zX&h5m;*wb@3x9ZPq(Faa@)Ywb=dn{9M?T%0!zz#Lr$QY^gZJ7*3vum9(QSi_`r*fO z>U%#7>l1w6sYTp9Jt0SJ}6?e-$K{48-ji!=Gr?>vG;pG_}^|>6p1Z7pubV1vd zD56cERqO+3^fA4oHZ-bs5$T3F(FlTt`uCA%&LrTQn`EYJS!FBt6Gg+YUY!QC49c=84I7Y--SXOxC4C(Z$hKE3A*nMyWtt z=Ur|7I1ax~u3k)?x&sL_B(G5Kn*e*u-RFobqEyl4y@o-ao3g2lBq`bfpO>UM*dpGT zcVc4hKX4f9(_2$0C#Z>$oX_kddfl-@KGDe*r?!zgH~!^~OIVP~@&N{;=ACE}Q>RqH zH@jImuL2iaA6>uyzZg63sHWPr&A*~_q)7=7x=83vDH1?HibzMAbOO@5G-=WiLJ$cc z(xiz>6QxRTp@SewuYrK{gx+VzGc)VV%s1;hf5Bpfu=mcxQ?C2Eem8L=PGX%^V)u=i zTWPuJA262DhRMd9&nOF_Qk=zuq}9^ZLT%op{B z`eFclWCQ+FGRgibk;YD2cPMS9_M1&=C0nqcX8kN?it-?5BC`%ye0S zXFYAWEecA3a>M|Y4YWyG6zI6?nhr&X2~7DonyVYbHQiu$&f_W(mqwC`RiwYBi+@;z`Pfi z*A;fJ7g*LYU>K~+xCBOf(cE-P*wUtQ12(cTQFGlx1d}ktIA3r{lLyK?L}66c##ekz z;G)3LPwj2%nDJD5_rc}&O5!`TK> zDraT~?sMweQ3-jT;ze`t%4K={GU-ftJnsu8trA89nSdKyAV*%(`pBx+4-h)`JWyqF zRO|SB5?d)M@O~wFN0+WfwX(+D?}V_L%>Kgc%I1B)296}RB4gelKti~x&^%+j29;TQ z+v0A{pc)3^#K%tY``%2I{k|1DrYF3LSS{w$T{YI-Gd`#SECXw7v~|y})ny}jwL)@O zW}Qm`bzN2F!Yb5F!KJ@yC@grUG3_SpXd47aJlA{jpn-}BQxh3xC%0%ijSvq6f?b}eGxy!!6*&hPgn z#ih_9CwO?^C(P%Q^hS?_nlkBWU8 zGz?-sD*zlmnj%}n#m((Zn1lfL(tDu~^T0{Q_br_boR`?cIpv-QndK<7TM&n@7Rtj3 zzcF4-aaNLHF)BCKf`CeznbO%FuoD;J?){l_SY-(U?dd<|X(2Ns0Vk4xN)~;a)E6gh zl^-1g#p=)vlWQ7^@!D+T4BD&N{+37a#*O*LU-8OTQ$ED9um|+O@fkSI-{rhh=e+ax zk~^!%L``tQ<+RP4rh~1+FCV{9f0)>V<6etLh#mqSFRUn`dtno4QiLx^n5${4QJllH z@M#t{N)`UdMwd-i`;*YEYrp%)l=yl!&L)(*gGEt}{>Ng+Bo3Tv87WPhW2U*vNHI^w z7=m!cclyccHC;K;LKV(-lwWk&1;R?G*SUp`mqMNiD?2k)`HmxV21_cmqIsU=1tbP7u6u!52bl?6_cAUjQY9(74v8>Y13iNW1 z^F)G4d&5TD^MOr|2-)?mYq6zSulaEA55Fh{CB%azfg(GeYC|N8!$+qPKE z6T!`2j~mv_P|eLH7I5@AWq3~*!Uc5eKr7^l9OxGW7wNGWj>+KD*s~9LE{lpjd7d0j z8am=&rlYn+r%HbCGe)d9Uil>d<~~nw!-|>R;f!%w^{X1hWp2m11Wpn4=<&%!?%`zq z)gmPC>N6F0MyUG$2U@QwfR-w?A4(tP|ITCAt8ws{yqz4hx|_l|T01C!;{`?EmJ#v+yF!Q`yz9fSWcV$B3Zx(QYUYv##~B=lMSP}`BH8+YISQk!&}-6KG+x+tH=V9YB25YAHy_PgJ8t$8*DC94**@ZWTdY`DqKapO->D3MOoK5y*+y zl6ZNA>CK!EoINJ_68FR1*xcx)vl*G8+CTYtQTOQcO|*C@D;ZSH*$Fa5A|{;?_sk%z8@{-iv~ zxXkm&2BLsXnjn;fO>HD(57wOAe4eT{FBt<82RWu;XZb>&Z+qo6=56jZ@Q~e&Cy27b z1g115s&R*Cuskaw6J2DFzPdmO>WbsY z;e~p(1e3y4C&(Jyf1z6^Y7R-C2Q$UMAELgd$ENtk91{d@>GO2IO^4r%w?>i14^K34 z>TDFxu+J*%F#^DZ6S;>cfe0x&ztkXq2Q&od+_L(7t)@*p^imGA3WF)gt(0_^9!EcLzAb`;%#8C0>37J<(o zWx#%JBytv5t+vK*pGb?rdeqF!`W-#?+7-E>M?n8!w$ilAt(3&e$ZKlu-WooICLmk2 z2)E#A1S(s4)*2mQ1RQrLIX$g!GD3Yj9BE8WhY48NN)Y>wjAsl6NZYrk_Y<+Tw8ob|zomn!66>!?<6i<~i6*xjdv9Q6GWuNDdPYAA$e&SGVc z?WgbNL}mHrBr@nxkU!noe1$Fp*~d~aX6{0ip8U`TR;&uGiaf`(Avcep=?*wUvSb%= z&cKHDEYM1^bcojS;SIY4S2w!8dX>duXbNRgT^h(8G84n_+il`dLFAr>uHE)eg(;aY ziQoQQ?b;#{C$)yq2C5)3c8zbGOTA5TkQzP?uJpPH4ygg09Bve@aC=iluOH5_&GI4CIdC4knaSh_Vv}zUNTTTn_{RArrvnorUgw9zS*e*8%I-r~(>LDd z4yv5q;^D>Ri)X=}rnaM!9h!QP;(0gz*?V>X?3{RH&yqEPE(a0E@m?RZA}v#<74QV(Ru&<>S~(s{+)_=geuj-W`E)uSmRr21Q+Sm>Yur@ zaz%U(&GeVJ8O_q5cEUN#j0g*b=ul#^>|<-c!MT-keoG zw+%WQkjsY`yOey9+}V8Nl{iSG4!FOtRK^veU#*iC9@S9{DN)kP1GkHLIu>s}x^INi z9nfv3;A`kCcu=|FOOwdt+o^}}w9DggPqa!H%|6vU={~hHx+5&!Tso?@%FNim9_!EK zKV>%U91AL;k(&B(r2-|rBH=dOO;ztm7HQ)~&*hiMi!JX{`&^os32OLknwET#8eW^v zC{+Ur8UFhXOsQ?cUrHf~-xq!1>`2Wl&=_|d&4@6W+8(FcXI&D&%_+Znb2wt5Raf~k zyriaG0$+H#T;p$)F_3(*awdCV#u{1Nk>{(QsgKzD7%6{CR;Jpxl#^-Ox|b%xOT2b6 z|EsuTAbZr|13$jqH||crSPW%{zfSb znyn9bg7k778g1!8*zJoVRkMQcm3N;aLQxCn7Pm$I7YpFSjyUb&O_+_(yOX2)KJVn& z$8bG$JAJR5H?yC}%uMVE7IYpvcWgVHd@f62O%Bw?qKmTO7*5%IadyX_ zpRX)DG@qG>#sv4++dXVpvIz0EvW&{`qD4r6i!X-Ge|%TA#2>AH_!9s293fj*PMj6a z;Tm|7C*Hog@zz%LEnmWJmJv|FAPcv-q2$!O{g&&Av~&1-ltl8&Mdg?M}?IGaMq__=Q@(_}4FCBMFvOzMb7S0p+O!Y1_Y4aR!#m z^Xw0CfHc{|m@dI&;Ocz0D!vL>Ze?_FuwXmndsJj5w^Klc8B!m^qC;nuz_1da3=%5r zofcui&X~nk@m+R&yq)xsYGBNtN$cKIb%#Es=d-xA5-2n^(?%!&d6)#t-z@@gVG5n3 zqY9A2!h3fzRVM0G*>}TCuU<*R#!Km3I!YsaSp3(owDzp3lZM2E(|&2OW9V7tM(D80 zTZNm7$7b8SUi0??Ud_uOt`ac!hKuzfF2(TlPfqI!UX2{h1xdBHDORG6T$2@-96Lz5 zO`btHRf$kZdDUd-XtB7}N8LLEL4!6nRn{*LauoWm7QzDfiqgB)OTa9Q57i2G}iCni)|DwZ#$zzgvo8Z+b1RaFx& zKVCg#cixb4u<&k4YMefoJW+^Fe^!J;Hj0awq=#wts=f7Hq4ru`(i>IE9AZ*#Jbr@| z0g^g!pWvuXI>cR>f&BRmWD*4}^2BH+K_GM`5F>&WEZ^vppb68kO8gQy)7fZ2RUYO5oi==>->U^CZeZ(vDLeKyKaYfeek<;mfjlmH_{4c7(aBzNb#6WJqN2*Er z<4?``9`&d2UfJV!GOh25C>X&Vz8{Fl?{7AV;px)2tl#mdpYpVcI~(dS&8H(|5XR*i?fwElDH_Qz&MSDFz#eJxWdE0FA6s>Lw8DqEi|uNan!f#jaimQZk@@KfZTe7^Mi8So38L8C&80c{)Lq~WP#+2PIjtOX(%igz-U{mMTJ=gjW=TM z)zWqK-TTcDwUB#OpF53vQ7nr6+MKOF`YgInTm=RxnDPr(sMyk-G6n4t`DERgxj3r) z)ild<%gKqi`!3{q<0gUUm^!Gss)6x9Yz@vtv}GQVS=YCI%p%fY`Ahamh9E6EoAC0n zSp&aA0F2LIZiREkZ{)*D-a_2bgNZ>^MPkMna=XRfFEYg$CT(}*l-dnOC&LvNhg=55 zXxatyOVxYHl2p9>(54`d8rdDgvo$czgX-+Z+A6y~D~UWn{}dJ_O#kRa~mp*n6$uL}B_#POsA-Hs~j=l-o*(U+TK#iga=If<(K- z6aD7ehJD7OYL;QVAIg2}d*-_q?o&K<=u;bSY)3_Jsr;@)@l*fqQ{CwCc<} zT>pIbJE}c&1I2c%sK?S-kg*gDhXTbZn8rk9UH`U2N7sZ*XaDHLpH&8>8)`~`!i4I3 zolES8|03J{nTi-_hiPDv8Wsaew7B%JAw75ua)d+ER%C_CT~wT$O(yV$fgJ~1W2<2 zptOr`=S5cm#nFWGEOWatm*4<Xczz&PRwl*cUu!&%{Ffw&|{P32MJZ( zL%$|82j8L(@Gw06L8YN9^6S8oEhJZIluJ9fd(z~I1Vo}Hk;%F!Pphk+d^c;@?{X+a zSm1mL`c2LA%(eU~bAQCQyUS!UaWY_-pesczwbB_Kojeh;2xxJY0k<=t1)|WQTS*ru} zH&h_PzTE+(gJ#kPCw<0v`jXEsen43k4@d7M72`+S>A?RUZ9XvBokHMxHJ=UGMJlnl z4_(y@t+0CsWD?82*NSnZ1P-XPzB_|@Ifg4Gd0*QTO1oaZ8?Rr6Y+UzV)2`mrJ^3)l zO(lM#LJ20m%@2Re5m1$@{^f^4mOH&(_fzAuR9CPOx1ntMka!8LiCl@F=8@OT?u+Zh20EvKC3cn zFOVPMRB-AjKZh4oH0KfREUEgkJ=(FHZF9B?0_t4nKYRxyz%?UB0gxot5-u&WqxYOi zcN6Y6JRGAp-Jb#S5_9@f4`;ILp2p!ss~z(j(HZk^aL;t6&Y=v$+kbv4_tEujS5|`J zK?yrXkDSENAB9A;Rbb>c*v=!Y_aa^blCo`0A3uD(n5W~pEHLh*xtKZ~a64nteOQl; zjGEk<+!keU0Y${7WItATjZ1fn#4$WQF5yTEGc4^?I2OQxh81X#&uY{r*tgN z;@wsN+vBj*v$px_;^tBv4-FK-aM+DosPCM#!p9&L|8n-Z)t);zhrZZ0f|Vl`YcI=-mr4&2VdC~Ugd!p zmoVq6A0tnrv7P1JuOAnHPu^96nW@(89Bg`M?Edl5>fiBxhYdn}fB3Z0jOPpDEa>FE z)D_9x+l{Q%9^d8HS-&k$Si9419*E)8_DyB$a1)b5I0v?(U}bG8oRkhlb&5lM8N%;` zjE$o7%kx1y#3IO64!Qac{7mHX&bPD8JIPM4vZmP;liLa&{&T6JoL|PNAstRceC5uJL<2;_s)M}h%3rO))|(M4}7eN8iy^o&j&JI)De<6z+oG2|klK>z_(`r}=+ zSZb;@wCL%Jiw&z5dK8zL6-ZyO8e4;I!F4684Mi0#^upA0P`htOIF2Mj8hMU`^iF<= ziP8PSYv!krQJY)Y%JBHHCuMFc-VobUQ-s6OPBPN!AP6bFAUk=%2drqy}%VxMp#yyCA?uJWYcghC`l zZEv|IUUbVabE1tm$E#yE+QYuxD*KE*#?I$btQ-7|K1$3vj@XsZG1Rev(_YI+e#1Bc z`X=+X+SRi;Yx5Gb23WEnj50p3Fl3(cGCDmz$#|(~*R6K~@bk)#&Ks#s5cL{lW1%6m zVayUs=w6%K?ejQ9IH&}}xpGf3$<6N<=oY6)Ps_dS&mL9j-lu}x=Q1tlF9aLCRpyXa zLTO8Y8Dfh$hJ5d(MWFJYU_Iw?(u=7_BX5ojquYA3!iV|Lbngm;lXZ6Wp@n7r_uUx& zxUc$BUM6q!1&rM{apj7AI16m-ljlAdqgmL!8jW&pG2KvNNL3Sny>N$Ts6m=z5i@4B zuAWk1-C52}s-b;RSBpBZyRlG-w8Q&HtB@qI=Fh=JA$S)vJEvJ@O0O1XcxHQJ%uQ

n*lwql;;BOoL{VHfWaN=R?qLx=}E_J zoo9=6P;{(R_~qFKDCph9(1mNWcpK$q9jy|lM{PRLTgNOuQY_#bFVtRIL;jZgNkt87%{V!r_wc5+{K>NX1YdF1sE9O#oa6)v!`mNg=c~yCx5ov^u?ZjL*tt)l65p(9(|%?o zE%F`1DlD9I_u^TGt+>c0kbtDx57hsm|1nCf^b)41D5G;y2uBJtFft6%%`&+7MeA~K zsBM|h*?WT(t5VL893CMXWZ zp<0ETQ|%#SNJKihK`&-H$P;gZ>e=mLttFY4M6jW^Z3bSgJ8mb(h~3c&7OG|8F@6k8 zR&wY_?5Dv2r_tmOr%`Hm?d@DX>KXa)id*_Cf0(GE3`ja%k~n6Ky}so<^sD^zH8zPC zmF0Hnn)kv zeKL$m@%xxM=8j{kN#gmD^jY!(9?J>-;Df;hiPHco|Ixj|3 zKHSKrQ?-HuDC-y9DlT84^I96#iX7-4pfAnb(=p*;ipUpFNWk~-hop~A>z^GtJ-<*d zxECP>e*bOapIXmv2D5IbdP;_%^$D z73h5bSprwej}rDOyOHPkgoEggZoC9h`R+`yb&m#-lgT~}yc>Cw0gR+!h@*Q4XOxHT zf^JgVq}r?p4hLCQM1AE52D-1!DzKd9Z(^Hc)0SLM>O^ww3+2r0`@TvW`V_GFktK28G8yLBP zeFba=iHgcA#cLxXkZL}GDKADZFiWeh-2li6Husid+{PSHmuV>^%2&AZm~ZyQf}S;5 zikykmppWx8;AfCU5rQN3xAL&yVZQ4--sugU^Oj;oA-lSLkUr(yG|;tOO^uQ*u0DbW znla)SpJn^;+nS*Fe6zc)X;hz+PE<|y6dzM4Vkkmb+3jbrOkCn*JTD%jzI%UU$@=xv z0bXcx>HO#{LjY|edOlFhqq+p6k}=s-0gUSyAzALtrLhl)kEGEXx*^yc&g)v3izTt= zg50P(C&X?~8UN@~cbnT&Z1UzKXQRSI^`qKo*~f|Gp*c*iBvX|SxzbL#Vzb5MBj!O3 z7_8=q+Du0*#As21Q4II49|jhEdtzt%miL?L+jCc8K>V)n-Kp>Uh6paQSa53k!JH)Z z>8Cp?q?4Pias?z&4gQjuBK>LR^mpy{P4eHdS@cYsun=2|R?=3JR~AUOOU#R4vxWr) zigS62`M?1cOSkiXo%aDVXEdQLb&TjkvHGWRcBt1Ks&DI1-%2N(a(gog@|)PbEPO%} z+E=6j?A5CBbjxcgh&r8QT%0IIN-p%4`tdVZ|4b*d+EQAaYigf?%0%>hD z5q%~@#jye`me7!zM@V@DKzW>51}(5WQxxO|DzVh2U& zmAh|=*+Igey7Y>5c{-6;r?A=;$6Sw7tK3TNHZKrEFWq$#;dRZ$A1{bjp+b#OMQi=5 zj1oq=KlE_1wsmen2?RuJmYt1OX08j5#M&Yox;QUuo%k~y7!KgE47_kq-)h%7!=rBS z6unY%v1OU!Lw2vyxaJ2;?5dO}YsI^|<)Y>fWe9Fzf5ASQ)1dAhb*b1$3F!@dxST7OYtHo34G^1D^ z#0k)T{b*|K_j9<~F;W8qN)(KDlvKzp@oyiNoN# zj~mC#-<+96#imq_;<5s^oi9vll5tRMU3ZY&jgMMh-n)s=1y<%mfx6B)}<%#!QV zbWsWxD>_FZx6x<)$L8fam)ZTVr@bKqcg~eh@L_`^?`oObcF3&ZJO6S6?V0oiR5_u( znO{o6#ma{$E|#Yj9@z;s#&yI=db}E!4~(ru*hr*5ny_~h(iApE{t8)UA{N_|w9IJQ zNR-+TK=(q!r;c$VC!aU6i?&~kH&8OS1uY!@N%u`3cBjq0&K-R+%>0nOGc05vGXpMg z-Wi~XafAt0nED(aYaK2;S7G3sXTT?h@=g|iaBaMi;3Z4^YZO0ZB8YPDQ;%0$J$0}N zFf}BhMNry$7JdZbJk8UH!aLion&}c{!n(D^M0ZJ?2{-KjXa{OfemZY#AjM7d_4LLT z^R{hpQU$6Xz3qlR)1Wy5n6K;!BJpbEg)@E$WZHb62Zh$EPCh?mVkF`v8?OxJ8w_~B z&#fFw$fEM`tGim*(`vSj7+!Caxb>FxDrXD0aY)W?i+Y>X6Zyb)!(eh^tVL}CoN>kc zVc!j^iwN<0LjuA02G(IoAu8BoFn8NqxYX9&wpmc3q-D*6tdiiV*IY*IwH?mCn&pgT zjIg)6bzH~;oMC&ig2qlM>MlPwKKtrDLr4dJ?C*B%g0_kzSp?9);4pW4H4iT%2g;48 zzQ$WeGM=5BgAe~^=Hg{N4>nlIU)5B5EFSqTL1ay1lNOaJM zZS%P0{UrB=#Kek)DqbzU(`z)Nw9v{S+9>lsw zy)XYP@qOdhTPyuM)*EQDruB+y14bFxbqc=ym7_+~G95yTLX!56-hC$N)?y#HyxI?E zXy?Bbjke6w>Qg3VwroIBY``mIJYULsjAq|~1+l^~+Ueg0J&L=64Zem!uuiU)E^~Gnwfa@=}t-J8lhhV_u3@E%Iy=>)6aV96vu; zyxY3AgCsgi09-)UU_euZ!whur-zRY|6nP>-zrI~cUier@P3iY-jgBpfdPiVlr%?EB zQp_2;X+vdZ_UP-p*GC*)L=q)vOyCP({nh!62AerfzhB&P5o)fTT*Q4>Ik!Zy1@OYzo%ky*gaZt+5}pOU^r7H9@^ zR*?GpfOhJWw{~xL{nAiEQRhh>;F{&rsxAFyAlo(5k`9{`u6O>n<({~ul}o|yW`dg7>Ux0~OL}(V%u6w~f$?f5<=yXA z1j;5nvvc>VS?yw10dUXs9%f6uWmNFSAveK+_x8nvvmxf+qw0Q4*F=V%3$pRV9mQ^@ z?ydVXrS&!cdy>7HM*7`K2|gV#i+A(S{g6D8<=?dPD*c&~vtRgV2Ml(3u;aUzze@#h zIhw#w2KUsnxn!>`7psOnC2YSrM!e)<*_Y_na5a1yy!lm01n>m#59`1F(mJQw8uW7x z?-RwRf1e4h0kY6ZC~rq~xo_FzsJ$b$nZy17JGynKG9&)2W02Q!VvA?45A72zU~a>$ z+~=D5DT*vy4xc?dbnJLi35=uvKA2xX6Fw}%EMVb_FBbm?uWx#VfBR<*Pd@!eFE60Q z3;3ynmZ|^I`ybu`2Gm66mVOaFzxUr>4npIG@Wm&ckoAwH0fyiI{iFLYfAs>p^g!GHT$|K5NfIdHq147gN}|Lk#s!+~*xcvCC9Uq9!0pZ|g$@QQ>}3o; z#|IW`o^8e(;U8A(rP=~MpZ)#neE4eSivAPxziyd|<`^KPH&H#dQ2BpH-$hJo(UDnr zQVdRhg-_>?FklSY22B6YkABxS`Uc)!*@S$=M=d-%n+$ z2L;s9%rx&iL%U_?MrHxA=#TuWk8ovID4@2k4O<(|>oJ_<)ZyhW7;;bUT$ zhMi-?&cv;)*orlmzuEmvKtq%zR9X3^OcIPs$=$?f=@04wq`~+`c|e!Iw(iiL{kNYX z`z=>zEq|4aGyEnbCmp=()uy+Gr!h1LSp3l-w|5IRGQmmLhro@*YIGK{xO)mfl>1z3 zc(`T%aZ6RhroG5?NN;*@uL%vJE~&-o@wxHIAPt7usZ5E&6qE5cgx`!4X!*LsVzB;2 zgUz6QJ=ZSsyT%}-Ape;t>^NFDJNCsk+Oo55om`~pf!WUhrQGKSh5saWl+WaH|WuvTZ) zR?~Zy=l-cDLBGU}j+LxixJ89+c8=a{p>elNNM8%-p~RoQrwUn9ZsJN_D*s3={fHs=J@uOKP1VyOII8UxFuan3aSWhg_4@ZKA@A-~_t z{@;^Amu}^*(a-WL>RsR|15NtAzcsd!J3$?M-5|J(YLzM}DjtsrSX(X9O~bcxpZ9*> z^UE4^d;+{@u*>4k^bAI_>6#7Xb^Q=nQHJ(JRa&F5#PZ=S)aSvkg24YrNL4vZV}W;HP(PUb+bMl0k)kItvna&WZO zakSN1f9Q-?_ks9+yXLwL=NDpX(K*=V-1V+cTm$fz2U))CDp&aGg7-SS2hZx5*&8#P zSz?%83Wzn%RAVv$fE<_3`b=F+OIVr{mu8I1_nq^hoz3QrhGv&P=PX|9Pf5T+_}Q4f zx+XJ09RD^C|)Ls@Z_~h(m$=k5GH8R#@LUx9sdjoT_SU`=NdrI)j zFWqZspHvS?3yhJgk?hdZKX|sCqysKxbg7M2m0ZJ)?F7hV&x?Pa$Uv@95}j593)0!tdpiYMXEA} zcq3$VE8UIF3GwkILprj?Ju0q@9eDtFcx1>j^+*xBi~rAR!amcuFzdQRN-Nud9_;$> zwNi`OO;kSu49^mF&+T^u06<~j+mXn&NKO>7*BkL2@i$35cYSxnqg0*x!Ys#fx>dFQNo zPV^p~`|S7EnPmcrP8xN104%%4<%4-x;TRF>`(>Z*6Z{P{#Qqb>f9Wi>S?QAXj(UT` zXF79k|3hdwhI--ZLzI=b@E()6k;j|n`sv0K09Mzq+I5WOmnD|!ZCGL;2x7&rYzGV) zE3nc9t|v7ZRJrgR!)es@KWFXI6( zEH3yH;6X!^-_uF05!z1jXmNW5nqkfhI=#3=nqV}mDk6Phr9X(FVwGOQ3k!ga3zLKe z(f3qrKLA}N(M`7fa%3p><8b!1@{lc;qlN&ko86&#f8GBC)z=F?{#~8zNu=jm^@5RP zh2(q!knxa9=jSC}4Ljk=O{^``~99jrkaP@b*5JtUaq1ZMV#n998VwpV0>c zBRUxiDo%)jNwCDg83marGKRbVN5y$x#s1dpcHeBFu-~t>l)hH$uDa1a`Vb89asTlv z)&?H|E-F!1!)hh#X=;;a&vV{k@oHVDFh$29Udc~fVW5QLsTgwABree%u>+Nul>T+fSIv==5}$4a z-Pi`QSAGFhFIEJsCawH&{Y!Fd_{A8#8vb2hLr;T)tsGyNJw*>gzJT?V7QK>!W(v+e zc$|Kar^u6}puR{P4%IV?Zq;e)33_dOH#*Me39CJ=lW4x~5Bk5b22uKJ&|W#5#^IlN#FGO+6u2KlR{iw^2F&vDWtkz#qGqUiEYM=mIOt& zYI9g`IKX|$W_{Iz`>f2wzpc*bKBc4Dn%Gm2FF{=8L5=E*q0r?33GGF*_0Oe~=y|25 z%mM5x?Vz1+kkz7yfD80ZS;fBi@fC5ifriy@q!_;ky7zT&FYl-SA`kPGuL~rcU%h!t zqg2uzsi2VL6PU_=sfZ^DeKlln&_E&hd*VM$oZND9RQSWu009sI6VWtfJxdsQEP{zwv?RW{5_}esSsYKw#HS zk3mSp%un`0nj?$U{%@M1KXPK+bTL!;u82kP!(I*m02G6L9I(DrY zV@@L5V-`6LE{9(ZT93SW&h#+C8+=q{0rDGjSnE-WNrGOz6{t<OL-SULW91~N zdVfxI_y00wHgMv<(v3+=S23L(UKtEzN!sY+l*u*>6G-x|HgT+IeUy!I6bu~*tk+2@ zs@x1+0Mr#b?SvDktf-KHa%eeJtt2>gngixtb%C+-0t`NfI~HFHe!OeJ&zpzr1jOqf zKN>eK(a%Z%Z6KTJ!3B#d0Yd~yj2LPZX*IqhgFgTXt5o>j@i?R@SVV-9)T4d(1rwJ> z@M>c}x4=GW=s2LUHQ=Gzp=iSb3Z=g{D;yi(A8px4d}GN=5@y_A@kb-QY`4eWTxi~A0jPOQ5m08sB9`{-9EiF3Bx-BP^X1 z*BX9iZ__2!Y{lm~unBPQyd?2H{FJV#!$aPT?~i-IFked1F&|KRpEi=fHg5lxWj1`l zYttYKrrCA|^cJ4zKr-$+CqnDbr*6YZ8ZEcLO5K71G!}=QUE>m_@AX1;XW+k-kAt6` z%#g*K=bTT2&j7a7``jehK$}+6V1IvO?SU`A5s)Q|)Ev!=l5n6Zf^iNfAZaWCih#h} zhe~oD1+zo5K-+Y9ut#9OS@~UsbpRs(i6=9*H|$16xXigtN(0kla>F}w9p1F zA^G{63bT0F-sYeNUrz6-+mFvHVry%WhC!aF}(8$>hD>&*GI?aSei!vv~tp_QOZIp0#RZ2UL_H zZR+!Ch_DWaNN=)yy<}43o zy1%Ma4f{~ox5u&*a$G8*Jq=B}kWzguW3$G}wjK0mpN=qanLhY;op~&h?>8S*Z4dh6 z!_h22C(9nDHZ8ufGVdi)o{(b?YY|gmIMguyuCL(0{CJrj4eQaR4J`MmZYJlBXT6Q$ zl&^&YtMMUK!Oh4KkbUrgVFp~0i0UF}B%#))48XpEW2iMqeqTw+FoVktIx|<}5s_LuGay|dm!au+GJIlx;dhY1mIRd0} zu0gHxKyBVgH2L<*eGqKw&2>$e8CNv=@$YMs*4G^FlWL2X?ACoWcHhv#+_mRnw>O=Y zZu3E5rXZ0UpK+RDH z7Y3M-H!=U*ZUy?{{E!1yWjR5?B1)bPJfzOw^7C2PwS{7Z`h>) z{DE13M{yD*N&~<+8$=+P zQ4qEx357igwSail5A9-KDTKBITL70T)ka`zWh`0!{U88C8pQ-+3bHS zv*BLbKYGrtu&f8Z%QH;Uu$}7NyWQ0IPb$Lw&?A1ZKf zAY^p>Qn`~Pf_Ea(E>9u#X|!ncK7T^+ie7o;NlrUzPelY)Em|w;MsKPYJJZs0XR(uJ zc+WQ*r~7_=uSYvqtb=ex1F4erDN4=7I0o|@l>GB$>g7F5J&TEc{(_Bi;l*Dx0lC!I zk-zCZiWEIw8=S{gx4IQ87w(h%9P|C?u5Z0L{Lh zn4tV;jU4q!%)Pi{hHMv--q>+HwC6#L&g94!=SxnHPV6IGN_r@7*>4EL$}5+{F^^QC z)7s092aG;Coi6_;nSjNflDQp{!&p8&bLBrhhHRTIN63D@O7Psk_``= zJUdTK)r0lC9RJO|xBV|N0TJC_GJy}XaK8L$c;MhnDru6$C6gnZn88`Nx~gw z@qw}qg(;|aXz1!{XoWy*)t~Y+h4ff(_uA_nm5e`PyA*1V9V}Bj-bD8jmYx6O5Yn2} zUHKtZqBt#NRz`~{Rlu)y<$PBU_mAb9jW->~O$g}E4_-jjO*&AGvY1snkRq%f^Nu0* z;#A>O&5xnqccca1=!H#E9=8W*?sNn}RN>d{>w0#@pYDPJ07Jlt$Oj>3CJGW5!&D=c zP*k9S^ciCHt;!tGr{X-cT|x%egFoxnr3&8ZVUcMp*ZK!-v2`q65rSL_J|x90UfTwx`Nk2O11X;Fy=ekgB8E%6j!|L4LGqFDncTzT+|U;yjq(fE zsMabuTX*4Y$9yIb*%kVnHf5)=CMD|znjghN&tHo{Q}=C%Ug>h_lIcI!e^_?};0Y?F zIG8sSPEr&mcfQ9R^`7tRTs>!x@#2^(!{WD=W^63VIU@%B_jtf_oNpa(f5DL2bKdQYcVq4 zo!JfgJgGJs6#MHbeE3lxMjtuTDHHmly2kdY#`YbJBgr7Cp{73#BHyB(T}Js)@R&(S zJ~7M1dKmVb-{`PHdVP?W?s{1Is6y&kg^yx%qKun-3s4WlzV(Itsv`=0lCy}r-6fRr zLLgcMh->%!B0kho)7c_Irp2bP>x@EZbU~Xr6hhk%bNALJzT8kM6RybL@>k{Nn7|9m zw%Dw*na!Nti+5KgPL^kb%{Q4Yf8WUe6XNQG` z{rlXJ{f4jQyq66(G?0AsdhQ|w-W(H1oFldmbAPZEOa{Z;MF&bKq-5eB|&9h z5FZvMtFO90^!UW&+zC;k_#}tX5+bU%6Ih-^w>&%pNZ3ou`nx_4W_+!xv6bkSMx#r8 z_>@vJL%U+GCu5xF;8%yjQmw7Hq-C4-)Kiv^%L<>I|N7yx(BrloWAJT5iHMnZUt1&p zY&EArF~sYBod5BMs=Q5K0A3vl_XRY}X|9?!w|j(966k~>Iy1R-kXZr3cK}ia8$fbn zFMIZAyDJVw9xLrFe>?=Qb$M!&^h;Sykr^r?RBh-6AD&W4MK$R}fe#|9I7j#i;mHhs}M@rKiVU znZ{q$3@+2*d7M|MZgL{sb4)LrvG(&Frz5)BlZi$uF;{a&U~p;+je6|k;3?DM;a61r|X ze>$QYR>Ye6k2h!Bm{k+GN&pOlC;;=S!(}%jc`*ahyf9H%Kw!0EFxB<*%>JYNCPuK1 ztjiS#IKHWE(*^3NF8Joq&etJ_8Ar)D8ojV@AK9!yaj7~z9mGq}cF*ko)$3pfbd4(! z2vN(#sn9MOeZAiGKHU04jtr{ltg%>sml%ly9w!f71%YuBp(tw>B={`sZNE^htg@Ld z)$K>V&hpc*nNgzD`G5U{`d$0MM9a-vuhC!)3T2}J@`ZthPx1|Wt_n7e2Mz^`pT?{9 zc$36;J}k7n`nnxEQ_M3_ciT-ro*)M=dsgK87#{k}DdPy%3u0~~ytk9A{+CM#&(cac z9?A-=`}8-{3#%YAv+#Bk;r@EG_~8DdYui4z;H0X0vTnx9B!;^bxqqm>!H59%64FiJHI$jj*_kINdOh@`@@j7B znYo9^NN4$wcfuv)a)pQ*9hgw_Go(_%w>jOVMD3c>iMfRHE)e3C6HprLUX=wa`4q`) z%8^P~mAVSpv{+yb@xEZ7{D7C?Wkp6SXo;T3TJqPpo9S$CSyK{=7fKNPdHDMi0`bVs zPQWPL%gMX-jpJj9l<5)AAfSo`TQetprXn9$wG+Mnl!-6svz;dowij)%4ln4Zp>Jss z{bkj!`KX8oaZ7h;xD*J_l#tacDd{Fz_8#NDey}(xj6Hw10Bl@n;u-yrW>+Rv-H95_0V$z;#m{f!9SfHO&r# zM73)BK24ugN@`1GJKV|&^&}BJp0NsjK%q#FAnWbxT3p1Vqk~u$>{F=1(le%| zl{d(`2p@L6=VD$zG+Ft&dnoP+d{ROUw6;VoM(2MF?mLk&F zh9!uRlOE&{r4ENt6)GqbIyk>z1lH3AgY7E92m=PJXo$P1G7QoGuzFD)2a^VD?M&a# zMC^eOrW~(692b|CI&1J5<@U4{JW*pt#g}TjKm9D;2xpZ=S-)QI2yl+#6Tgq6E5j{l zqOq4lgV5|$f_d)#F#U+T+dEZiUCS5lG3|q&gQEdjKi0i|!9;v9I|hmDPV74wm*6ij zs5W!h;6dMarCFX3h#qB4D(&yQMN4h-Q@D)zo%25_5RCow+WF^R;XSEerAC7KGc8}e zGb=3NH>o35yM?T{wNhRkspY)2&>72`M?oYf-C!BVJNis3R`yLRs}?eHOGHa&TF970 z*KWxX7V*d7sXL;9$)Bm>co}=hLN*q8z`4J|r{(EV)E7{R)yKNsZc~F&iDrI5>EfEk z_cI4cr_+5=?}gZe-X$fG4qP~=avI=<`=2@1|0wuf~g{730)nlF;xZ4r8y?vTpsNv5?(LR1i zS^`~y(s5&fqzM6rEPJ-m@FkXTnoG^#2iN)OqG7GtwJPFYeMK0fxp)625$-=bQgVFG zq;Bjt9SXwu3^^>rkYVTw*KPEJqr4; z3Z!)Q654n#HJP1)Kd9)ye>qkdz*GVgXDWZ`g$OauFyH~a+l#wS^58Yy`yL4b$}TU) z=|xtb?!{k3xt+rp$lP}`QTUyIEO&`HY^EhbT8$@}ZITWt0=-~7*~~V+A&4HS$c;UI z6VMJgpsZiEXUt50D+ls9s)}eY2vX=?&{+A)l;@YnW3CAgCWn#XCdi zsyBaVSFDlAtfNb-3}EY%plx273HzQ1Y+Z)7wUN=eqbNz=e6~QEObZmR;2$y) z(z#FXNI;BSdJ|RFkHvLAH^y^@(_N+8P@r8Rfb;m+xXMi2S-@t}zfFe9dx(9>hKxAQ zqhOI=mkTFw>o6Rj3y>X=!bSWQilwiwaY^jqL?7ud$<@CbW#L{5OfSid)Xhu3=PQ3N=Bqdx5Fw@+B5Oo@$4#R4ZqOHk_>PaZy4>FLc$L&yvy=gJXT8QbkB^UX9N!>SCcJt63 z{+mJ?3@c3?<^^wY*U3J+Efs#fmji)Dm6o*!7$75w+bA-GMzsVoqr#il0v|Zk+RD(O ze5A~Ui^I{0y}Tu~o)Y1TYZ4&&--Eb_2oxMC9q2y7 zu7;74M`jQM5D&Ww{jGf;&h5kS7rpL0hwFRVmTBIsp&n)z&=$08($ql_dLVK`WOnq{ zM}wYAxmKh?-9gQ$whuDaa>>E8lhxSea+rv_I|TFAOZmwV{_uQDmWW9~_^;eh$`9M9 zJM*{%I}n{XTIR%5A=ej~oWFu^ClVBLMS-wN84suDtwuUwbxa&}LErKGY%>TZrJ3xBhY0niBTYLYY`gO$&X*66C zTb|qzm;K2NVD3S^BGAM zLv~8=Q4}y1!?zDCB2znYyexpv^t(}{${E%&o&nPx1;S3iNj<7L4L*4Q^{!|!m~8Y| zuwu3!l2=PcOYwaJ1vl=dJ+QBiIQ!ZG7YLWKZ&Xcxr14#mrbhLXOG~#sc|EM5X4)kx z{hLljHNItE^U14n@CD<9XbM-2l4Hp z{L+7X*JF#PQRk$x4W9xdh0KTEVt4(B1`A~ha!T$!m$bQ;_^eEO9ntGyv3Y);mCiq0 z2~7R!{L4WCMzwCJqe7d@3b3micgj3qUOx#Zj+_ffZ6kE-2J!ndtPkYz>5 zIT9tEXs)Jl>-$=2g$6PCE@dwJc-s(&%Kj%0fh588Ty<}S3}s8f@z>VNyy3gTG8gRF z^0wf6zJ+7o z2JqHxX8)qLUl-oEao(@F94l_hV}Jd-wCWKyrjK+1^^VPA0qCRvotUK67a3Y02#2%$ z%TUa+;r|a3vHCA0LRu1URhYYmVdOb8HeWQ}yf|gXSLjPGF2PNxIElThvaEYT0`r=! zX#Lc;3CMuoW;KH(a^Nl^&sk$fTbC(7z-x>sPhg`_vp0u<{t3;@Dh-(ZIk*6XHqOZV zT{Wp!@~){;th-yD2xr;AR1SM@{AcFyD1w8{pE8f^0{=Ee9Usi-f$ zP!CCzvibP_aJM^JRMaN#r(Z8S-36-?`_AFO+#}})5U~!=L$9-sr~@F70){XKQlFHG zIHc2h(0YaGWyF?Rq<&_n@oNz3NnYtZSS-ES@Im?~{1jaEo=$$ad`&8zp3F5{ewD_8 zckpzlgIu7Nd&U$O&h8`8qsjEDsZ^w$kWc2V)XT0a=*wO&l>x&fC;Q0K*wVSEX2|u# z8dLA~vv7Jr>KLQfsr|piBxOmK|0>n-_zPlaaeLp(F>>Swg#KQD=QR3_E7bvE&hBp(8>A&KiQOQ`ZX{kb%L$izf?Fw%AzKXU&-bwbB{ew}j zp<|uNCmA?BGDor05BX>_4TpIB6O%eo_6L|*oCS%Pi+;o!52;C%hmHo5xoxpD2q4@kJyPbV zWAAn%k4mRBM5?B&ZbmXMS4!qb&=MRlDyWj>4aCaFxur`du=tx2246?qLAE6*i)74EJDUGlK-?@IAV+IqlT>yZ?Z?N~PSIkIP`g82WZFLCN4 zMEGdF$Sf_=!%RFtO%xf>U?LWMJ($E@MBS(;Sn#kJA_FEU*11$k+iMumW$dxV=n_2| z*CzGZ%xy}eDt^TXc z0bqGrHO8m+H$`a=Ye3|jK;)S}R629z=10KWXm^2^F7s)yV))~ty|=Wq<>D@{UvJ$5 zH;@jr$XYH$Z=|i)H7mI1NS~~U!>W7e>$Q)m54vbru7%D)O&L1{=0aty6Unjn{lnQM zWkXBlYM_w$1YpnzNo|9aTCpf{)C-6xeUai}$SMtS0a+m5Yj)D_R%jn4bQLuA=-ny^ z@UEsGW#*7fGegxpdceU#HT3W$E8* zS`U=Q#V8ZK>Hn!rXs!zull+UBP_CBpswzj<@`&@%9~rX61F0nOqZ_idDv9YeuJhRX z%1X!e^yybu#-zl^17@eQR%yYjGE@5*Q!U3Im|OLkbj{4B{{U<;g*4hVm>h`o62A5( z%`L`-l2yVRi%b zCtvIR!CT}WAE}$ycwD#kfstCK^?uHboG|XN*uW1#ISsJ{dGfc5<>o%um@4Z6FJQW-+l2L%{8^(htT7F^ z!5`RQA9dLRB=|&DnjA^!)DqD2q_KhQT_~Z*KR{W-$u-Xw|M}Xn6dq2}LTx&liDgZc zaRu$&NjHTxzEAM2Vq_dz1Xq7evRay>(NU8Q*u;xw zJUBTFVzW17nu`WFbwMhHB^y!QD3y?2{Z6QRjb%wT(Nn_eFz=)9klQxA_V>xe^iW+N zqW{(c^ABb0@a5LtvjCyulo(&yQ;&r z*hfBhr&UXh(IA9u4+{kH@G|I?S1#^aY{?J$2U`Fj#nPx*484Yb0>4G2bv^nfi(3hvfcSSw$s?t!xLB5p zJwod*=zv6@VR5D83#2UC0lFS*2Ol=uxS?M&RB38$-a`fJKZOX^e!}9d_9H1z3RV6zJ1F8j*f)nnmYi2Bx2y^plHwvQ{Q)W)QaEX zWp-%MhzQspA-th58mL)Wqm5!ie85v8^EI zy;uSsWeBHyNXIp1$NYwYno6a|6SJ*|KcP2L)j2GvkGs4!Xk0zVZ?ZS+?MozN-`K%|u4RA&5VL+{O6AfVcTUi0_gW=+Kkj!Hje7 zXORZjGwlHzAMc7+y`XnGB-SP|l@vTU8R=Ny`nuQM)x>mBDa@h&(0TD)pK0L{JW~@; zQ{=Oou!a3-c*9|gJotv0MK+G4=)ou0!wc6wB4I=8RX8l@q$#6Mzfya_^oFy~hhjMJ zVsBVAd$fBB{+5O97o@c<_%<6AO}%<}^syjhji!NDjLy#7x=^@Qp2@-YH2|y+7Qn#|Wt3X{(O)h|k9Zbcktbs- z@I8n||E4~ZIQrKE>o+OzRt`H*irDYPMwAGAtzOT}*ZG19fct2v-S{)&+_{( z+9nGYB;gy&3U*hlQk0otze;1+w(tG!nvAKfYIfh`I-0Dh9vB0WbkH>YCQAJRXc+U0 z|I#ojmMj=8O$hS@0++6hc~ZQgd=0Vk+EQm-cUsivVlG-5l0JvIMW3<$Gm};rJx(@E zM#|SQ;Zd*aQ5h1`6NQwUiOu{=VLbaHn5DzLA$%Mk+mYM6xi%s`pVln;>*MK1z8uLw zJC~1qfoirT86)e{+`uC1ui&(nXGD*-?KBHzxmhkYCFN4bpA6$0KBa3|o-(s9XIF0m zE|q1alI#4}RD5TDJq(F|c^J!6aI`?UHIv{s@sUP;qaS`h5648o;YEQ#KmgArI{Vlm z_MSLQAdCg&0g6rFv%Y)u(<{b(4EJVt!UUzE1&LpPB-p*WAh;dNzKYF$9@BOh^i_yRz=?lMr*q#yZL3!}c=Sr0He7JBtolakFCfr z7Cr~!PF%u5aMuEyb(JZ(5=>Y_BDu9Yyurq}W69YCl4>TdJoSm&%wMoWS9^&eE%Wm= z{5d8V=Y@ecE+0KbCm*v$3yo-IP@O1+{*inB9yLqO7p?Dy0S@x)&0bc=Ye{?uzJ~MT zd=K#d%;T;+v}QgBmh)M!qjp!!{GMop428J4N?q}D`rKk=TciSpvwmGAVeqU^Bpc`m=5|KU!Z?@J&$ z7OVKleNH%ilo&kIpWcAvCvj&(45a26Cw*K#J2 z@|lkuKw!OT-eo6`^q*3t^(n(J^FLp|R4{nQx$M3du!R;2xN3y$yk25( zDDum*&Ps#v<-Ofii#qPIYqbVjNzLre%7a!#l3WwHwuGq=8m_%WV8 z=I;STV@*Y!h+$gUSohMf*Lua7E+g0`g71y&!6n#d>;Ng0nOGz#_8*W&KpcI(CbBWP zAZ)vLQO5ckew$r8&Gs2Un?g0G+)5oxbJgYO30ki6XJ=tS{DEzQH4~X1Zx4M$q5(%E zd+u~N!R&q80EmfMFD0nEBc)7AAtT2i6k(!hCX&=C23qD>C6E#%Vi!NCT}??_f7-mk ziI6}gcm)@n$k+D*7{Q*ciPoRXPEPE4@$P+Xl#Gl+fNFDikWs3^Ly#UlAv8h2P8A}Z zkz;zu6!zk%N?a(Ww##tWV2f z;|ubz3D6q5Wz`dCL~x7zB2ZbsEiKSy{Jf6BmLeYEzbn z%MK1&w+qbIuI_j`d|VPRu5!Ms&p#}3K%WmxlS+o(u?${n1y#f%z`T5$9zjnwn+`+y zc5fDLuYww1h)K~L`~Af@&Y*TuImPfnpV%tEEXAO9K+vF2qxnj0o@9x^eMd}L@pe5VnxKC!%r%O>E z;=RVtR<%}o_#iQx54OB~Wc_qg$O&s+PCvzO&gv7b)>BMIZ0J@vn5VO3@Lv`(D0+RX^j8)0wA0D%1F-}U z@U5kVB;7xVICN|McnKvYhoe8s3LLi7#vIy!pL%s1hw7U7_YHjNOA38u4*3qIy_cDG zf1aV95_QcHxDhB;thrjL#n7&gE9p%$E68`o9g+4NOUAn0^d(%C&HQS)$T*4Lg2o(X z&+}`eYpJh+%lpW)6}2>Klk^7rS^S!27YU)J;ew-W_QY&Y5-J zBm9_DSneBdLMQd9$YxgP+bPlruB}A}^|UT9d3vE(yS|p5xwf!;g)j`IS8@SsMEQ<2 zgcgIeEzdur+m(9sP-CI>jC%yh^7re>rhrwV%*)-UQi+OIZ7aN4)=k{j^FL-ao|wzzN`n#@>z9$L#G zg~OQ$I&*qO{Gg56_@WfW`_#ZKE0)^nqYI$c?3zx|$`3A}}5f~5!*pH0??qYGawtNa{FG=#-I>HPaUx*JqRZ&_3bL(Xz|(RNb0; z#m71F2mxPFYcfJb@LM|Pw3+90FBZ4$_WWbp_9_=<7^%VA#TwItAgkn7*KnV;pj0j3*gD+!)cgWDV+Q+gm zd4BV-Lz|<7T1`{@}>0%Dpa^7K7c+QSSK0_0?L>2vW0~#^6 zd^{ksN(uhwRyZSU8jRPB8TNRq-`MQpd-}n@^37b*XFKO0IE~#~__OFnIpEwq5S{a4 z*7)t(`4?{=GdFAR>Kw4Pq=y8-$JMgc#!@+=VIrU56uZrs!=vByjAN+~1uuD->*J9P zrJaDPp34f+tU5zX?f7N&lijSl`zP5JL_Y;_qbM^7^&TF`XJ*SUeq*)p9$5ie1_x&P z_oKLzxqnFJjdR{r*Gd{5x!d?8GBAu#tzMHOB~Nm-Wg^jT?pE7xdZaE?Y%R|FiXOWR zgMe`BZgT(pi-3IAtuf9;MxKbPDt@=MY~XaLwxKSLOKO;KZdP^d^Nbskr-ch(2oTR6 z1xuh|ro}g|;4*((<5Mr#f5zIWn3L3{zDT^;IVLLYY|!;D0m70xGxnTD_Tb6*PZ+8B zH-4hLB~FJ3g`02ehOZ3ouJFGsG75_bXXA6stxyjx3yRmG)@>4)c(olnvWEU}uzUZY zd+pF~s!psYnp`upEb48m++K8Q+_pSWKFj#ezCtXq<+Z9;@?xL-(BF z6?u+l4^&(1ZkyK0N82=W+@!gPovuFK!8g`&j`BWC$b~IB3WB zpzU6#67ZRSBTHt)EON&<xAi!oC0cl zN9N~15Z3*caI@3B&~H-T8w;}j6%u^@rxZ4@)Neh3)r2WTx5I9bR9UbMnSsZ#U(x)u z=_S!VfR#!9AWG}a7IpTKyaB~D9JJTZhZRmc;ic4><2l_A{!%RRai{LP1Z|JI*32Vc zOs4HmD3D~$ekTv4{&yX*ff*daDx3W$+miBc_!3;53`g5^b&+Q8OOc!=z$@rwup7!9 zH$xl3Nk9KU1}guV-I&v=9I+DmRnz0wA)@!CE&T@r6_7O}uBYzemADK1>Yy{qPTr2+ z$Aa+v<|-)-)R+j-^w0IBybUcTpu6GV>oj(pB#;57dz+~VJoZ!Fy&?~OCw>;_RLKeX z-ywo}==-E(iPWSA?S4F`J-#RPMCvx?m}u+2orFIkZ+~L6H+l&Iat6 zQY{P}Hu26b>nyqfIIHeN|C6vzk^37{hH7iZF0&pGq2RmUdG?EVEDtz;V@QL$pX#Xo z^QZn-gyAnV@#puW#YP9OXFj9|*xN02^SYVtKhOCo1uEDJVpyBfUJN!x7@H9ZT!hYP zMU})Wr}&HA(Uh~PNxs{m1}?@Z2#w<`uQL9dH}PMY31t@GrE$++l>~(T+1UL#{Mzz= z2tPc>EPUUaYj{=r|M@#G-vFSuCoJlE%u@SO>#2?p$l z+tll`pxZOcuy5ODm~ZEw-^`dIaQ_L^Z|HwJd>0QNxs|r*js0){J~?_tZ1&QH<9yNn zzd8F;@k~e-&nZTz*u_9-`g3g3TmO_}*2b=~w=vBnyO=!Ou4D75qaENnIG$>x$exzQ z^atLa1qA`Ubh8!{J?%QcB1QxF6bR@BP+nxb-XPw}6cP6@fH=)?y=Ijcn z`%^!2njnyrg9A!Xfi2VZrivX9L%QY9c?`tt`NXe!fQ<7LhMt+)2;AR@?pgY)l?dMe z#z^2P0#HlJ`L4?NQUgu^mS7hEDQ9=HsT(&7g{vqx7jE_zY%#TtNpoYxfhW>Kf#;D; zr+Ma=dF3-evV7)4Hfrj@-Jm1UAfYP&0a@d%271^p%ehRJ2#kAt>zu0QRDl1{t+y8t zJ?y&y%mmNVSLP?LaNn8uUyfvETw^GPU7#^?d6$K{w#y=Csk}AYx51YNeAVza`_b@U z$HOK14+4lVMj@J(xtgp_JIv7?)K9~!mVC+p)HY3hCD#)b|$7`Pv#Os zW~67+y`~sj=Z>8Es0v+zfzQ`|0emGG`ha4Uf~)yRvbh{wW1)JW$FFCb36x9aSYn{& zK^n447M)n38r?4;Est9TWc)Gz%w402y4P%k9oMHn<^oql19S9BDiG)mDY>okuJ>7_ z$;DRtpDSQ1sHA4}E@lsY*NS>(;Khi655^i7%1;PYAj}(-GO8w7jRo?H3wtsF{vlS| zGeBk^vvxMyVAXd690DGvm@i{`jyzqg#yJKuDKEbGTI|5Ya1xYIhsGoycQLttjj4mT z1(G~A=MtPpmwI?kjylx#)i)LSUcxJ2q}niOHdw{sl%2D&3l0P2=Y7yxEgOS z%n~PSv^P=vx-N<5`6lQ=r(J|tQc80%AcJtH1%(e6UID9!N*0pCt8z-k+pmE0PkrPa z?Un+WlkcW9+|j;*PG13=M87`}v&M3yCA9(-di|hK#1zgk!lsC1tWfm`4YNtE&f79spc2e3UA;|?&r;+|pT$|z=19pxe&pK4##aM20|Im}*4wG}$= z+Z)Oh-OMU~WYC-hzZqtLVt0L1wY*Vqdy?mpVFAgIK07RPmWc&LIYv~}i_fJY_{UU! zj)#_$+F^me7J0;{&gSx6+zUV?U;M$98649MT6^^3-%tlDHwNn9EO?sC79jQjz07xG zC8`g>+k|i%R3)B2$r!L-uq!eH9u_mO+8Z1gywS)`Z*)z9tj9T!Y@>gQQLB=T>M_O& zKQ@TW=M|YEU@Qe*5TyaU5d~IaP#04KteKnY|W|p*X_3w9#8=tiCCU4y$_E0V+h+f z^V5pcz}Lz`j7X1!%c7SC;vp&NmWHouFoPn<<22i=`hyy_3vn$z*wH#(=aaAZX0LuW zU;Z4hXXcCC_ij2$FUO=zRi0>y_fL{_ayTf!9Xl0tQK@!5v0os4uUb$0tBFJ@xZ(yT z0_GXNaF1|7pLpweYbV37{KAh6-?t-nwV3IqmgI)oyYG;A zy?A7~G)H^2nAgl)#@$JDB=b=|m)rwug~;xUm;Szlr>={nSi%yf&3*#cs5YBx7VAbZ zu*<>zjnXPs*smY2@tlZ)m6SJ1X)=A5Kc&ZG&2M3c)z9s@IMVTn@lQL{{?q!G>hPOg zVNC7&G0cm7N_>}^5wF=b(in#aqrWZ6V{;EMJPgHq3d2%Lm0QHnOSTwfzP^1=a7x6m z0XJYoG(Zn6rK7L*9oS8iHcj`bX+?jXXt4Em`Z%XZ!3e;bMg{Z_B6R5PM-XB2Es~vc zfP6W1)pYsaD5#|9@H3lrEZHQF6fXR|og`v@p0&-MCF6RNC3dwXGryh8t{9va(`rTJ zrlAMonch%1=?f$5GSL9lV--nd!hj_VnO&e$y)zaR7CDL4JJcpgC!(}o znk?C$0JaJ7-1&p|n7I9$ck0Y+{?Gb_5;W!_Ip9XoDT&W?ABg+RCZR#%nPZX1rRm1Z_D1M91NPO;xft z!j7SD?|sQ+foj(l-w#5@{YLV2%7eH?U;2Mj9HQEa7fVd-BLdqiP9s@41ndzXtTwdK z6M@5W6ov|tV3aPIGp*?=ap3pzo0aooXzwKVn6CLLN)p14u{g{mrlZOGe8|lu6aoUx z0ErmR!fB2yJ7+pEeCxcTOzWNyUiw~pF$p*cS+1!>KkhpQwu1|=cDhEH!}nd+#&=tvl@FOAr-oyA9^gOLwaRNg3cAj!;u2F_*Y;;I`La9tVc`D*6yQ2~w%&JfzHv1rX z@v)7$AQ}+IOZ@adLLQg9@kkSPGF`+mZBg92!JWG~t(IM9zq=y6Ngm_V{?bG^DB2>c| ztKKN^vLL9=c#-_FHFhX06(uV(+jM*cbmp~aQ8helw0_5J_y@!5Y!ZzbGJj&yJC=L^ zF63*Oj+zIxtV|YkC80XqS$uqCmhUaNVi*o7+qQ^5JCyJU>OC?WZ4-#r(-sv z@9;7yC2OxCMtZm7(Iw?>&_F`b6I+Y!lkHw(dO+Z)mog{hVo;-QcwgoelrRZ2Au&n5sQu8&8T0SbqFTrXF$$(YJz@|^p2VdGVF##R*d*|FmQ za}T1>+XSKRQdwGOn+Ivn47Uk!fA%^ZnNj+7VTc=6P7#%|SjaQ@3ZN9h(G-y-&@|v7 zufDE1I;gkI)J0v;4jNaa+NSs0yK$!<)5NayC8zl4a`VT^vS+cMX#sm!lsH?L|1_%J zXWY#9i==Da6FBX4?W-388FULjp(7$OO1GcMt+jLp5@)N+EmKMv{k>Fc=hlaA?Chbn zZbL5AkVb7L8&>t3xv=yzZn`UEK~@RIkdfTrZ6L_h$@khDS+Cy>+NtNyo|LnqhhLSf z=RH$ms0ac%TdBM;&zSl%Dr!f!aH+IT=qyp{*Ks{5@X#{9Fsfpgak5uQO+j%U zT%3XsXkCPiHwxIb{Fx-Vr+IkA?U=H`@HtGoN=#Wiag7PHUAW;xfiy*yJ}UbM*4+r~ zfT%*!9WzF>fpQfZ)_A|P0zn5!h>hc8=atm9zSJoTauh#Xij9v6(Bk$Eh;SKps~7?? z<}R8&WI&vE6E7D+an|GpD1a6i7c-;M7OuLqUMW1XtO-N5mUg-g#T+(ZRwO57@qi8h zCA{a0K>&3t39K<^c)e6NKuQt=BxbZ0V*u&%h$^I)y^?6<|GZJ z$NBl5curV{lIS-^ac}xZdSE#R(C`B{FemO zwD4c7zaV*$3!F_5(r`UtLCSsL`s8}BoN-21Ou-kCAA(rL!;d1X(c^Y*a~tA>Kzz|= z$5P=N(w}9k=Og2yLuU}zvk1>fJc3P)>C-2CzW-FWu`I+aWQ0FRT9TlkjJi||+&93_ zR8l0T8ReAVet{tt;43YTGHvtTG%N zC6Z5pP$O<=CA@46&iafnyrW%mcy!QPhGmUxyhHH0 zIhv3qG7qTD9j^*YF8NaSwY=*_bj`+e3!08mjr6=R7xZENKQd2|Yy^&ob((MwBcz`h zlc}AFV!$%(Mdj^E;6f!|QLW9U0XBii%1c=r;cxA;*c?ffu1xt`M}J8~ zwOG7r(==ATJ+X|YSM_tV2C3_fVl^|h9SJ4U1lf$41>A3_V)VUvbCj0Nivmkoz(#J@ zCQi$%G=8ExJNq4{9x*dW4V+iIi~||re&5CPG|~#cOiP!CXx1Z+X5cd9Aw7PP-m4Hz z*cl?C`Hl#JZzw`X2=PZ?NR3BO8H<4xgOQ#TXETLc{q&KF@>9D*SA5bXAKMJZuj(C! zN*NAE5_l-ew0U4)&ijb-iFDgSc5Qx#W%Er;lZ*6>3N-Q9+1LL#6cES&*V>y*3|I#x z;>y9nf>Kv>RIH@&bF_l)eQ+Ls>Nro)kn0<5xGH_UrG3z9z(2#$awQg#M3aR>-qcZ! zmq?1ZGhaz{K!w7D&n3dxxw(qp9$=~t)FLso)Ld-=O0gkn;T$gN)yxygPWe|c2VsGq zHT>S-keZ=j$G^qw;Y)TBV4Mt8O_kd_;K_S|h6-N_0P0pGlyreYH-YzqePUz>n{!tVfL-0sO;z)53 z)nXQS>MM-3)eL}GHfh#1@ zApel^*qpv@Gq3F;1al9lhEO5+&!oclF7+8J1bxd-+Lj6VfI{>y`NAmSji|GfS|VM+ zW1jg9#RXrO^b66w7AN;D_A(v385(S3XFHNp`B#~fwIzC8$8Bk}Jxl>F{O2oS@26o& z>}$k0jL^R@E?ZRc(2}xK)`~_&)20D@j92}*Bv~ORD04-%^qVt zB&g;$61#Ve0hFrg)K=dm(*2nj=Uav21onrg6v7ftk*&+%9ll3>B=oDbl9#H{B%w^ zle`k613kX0oBr^oj)B*Ec+NZI<9)6qUrxLO;f2K&pHw7u2(>}d zB3nSNYpVC^=i>Xa(e89dl!3uTnbW=^+shX$PYhm{MTzDu$p_)*HJ*iq6y=*l*&BQE zSL;@>O4+;u-&t|hfkvIn+L#{uUJI@Fb%B34Hawq`TFu$@$xMH+$_M{P|2i&fDw$uo zXr@h7i%N*(NX#%HD0ZzcWjH2X^51BN1b}9YdJ-^FuC-_*i37~*TZl1gMjzewv(b&N zAFXjVNJ5`w!eu&rpWxatm;Oc4xU=M)9}wEK@*(*PBy(9NDh`SAvG2{+dSY%WRuGF* znIm95a2A}091(4ZaZa8OUp4M*6ELqfZ~mO^|0p$zA(1o-;S6C>d()inuIMj6!$;m zgK9r!t_%643t%xZThCsPs9pCC>>u_RXJ5Yf+o4L(Z43(z0^jO!fBjwV!@tv{^-tKR zeI5(^78A^m;a1E*!3uVzS~EcqSD@O&TV>G@+vsftA!8WfJQr0ZcC!uTfh0{dnw;>s zA%eNR<2tVUt>heDNyOlQSQ_QG=|uSxOz9x?dc)DcPQx33!HCkS5gWialMA_BiKaIN zhezX-DCvWEx$A~F*TMyCII}BQ9(N)`hR4D#Z_6mI6{POd^R3N3-iorchA}ynJ($ln zl(l*eVlhypU(uzzPt!a79vs|}5~}(%KwNcxD0-hGMkN2v^UE%ldm)!PzaO3RIaZMI z!R~J7?n`ZzTfNu4Z)i<>MM0(z#dR*w%JYRz%3Ihlch2T8rTA6v!!SJm7vd*Fvm### zitwKl2BsnrHiyPDx?d{@<$GAsw6c+bWbU6u)l9I}CC#l&3V-^*$vZ>^y^k51*HXN? z5XYneJD9Ev>sI~@{Ca#A6}UfZzy()KlQWTk_5Y&mt>dB!+jV~f1f_K(q(NoqQrbZp zr9q@~NNJE5DW#=RQo2>TYiJmnk?t6}JBRwM@qOR(d-p#3?6c2bA|F0$)>^Zk^*qmg zU)T5I`op$R2Su+9FN(t?CRSbLKo%fu+{WI+=ddYTlPo36*8F!Us;nE{TFS-AhmASq zc!Sa=yQXVEE51X;GKf-|VUgroO$8hmhJ7WQ%u69U*+y&7}*Do1>yYhe{$! z;{v}sqtEVmY^y%&h>r^;2sT9A4@QpH(<^P}PSegvsE{>6^Ur5w&SBwWWG)Hre;F9U z0fnaExMy)CoMD$D9agR10Hkgn=YrfoYN*zOeKxzw{lM!*hvr8VK6{t)HS#t2g7TOB zNGG_P?R2v`ZRTDNim|s=gGa_ifG4(~Xn%#A%w#}hbv*=K$DNVdB7{%2xfc+qBmOZ%|M!-zY*SyoY_s#LsEVvBA#ctkDQVC^J@Iga;} zFE)VAB(CmS6dumvv*;eEJqqUg(Om)gWT^FcxS!(k{NxWYODIEe1z%Fn- zY1@AvTIv~q*G*HWs9l;y3OS?tlCQT%oZ(YxR2>8#tq;i15~>2KSm8X{l9K@KqGwZa zMt8A2zyD#143qlz&RRuc*+oW=5aikNc z{Yf{}%aYuYi_6#sNX71RnaS>?tN3KH$)yjO?x^U_D?ukCt%uCZBS(dn(?14Ni$rG^ zpcrT$`QKDZ!WdFshhEr%j4+iawUDdOS>~y|2NhAWRa#Fm1!7orggQMs# z4>fe%)-y{syEMfS$<+5j-`Nv3nez=5YZSX?`*lEmpl#1fp>BqmhE>5vU7Raxmcdl8 zVASam+tm9+0DS=+Q!dP{`9WeiuoF$ij5vFE9-^yi3&KU&v zXvQY{Shv%QQ{3Nwiy{Q=`Qi>b9y%WefG;}rR#upUtj*XzTtB<`tDrC^0dP$r^t+TD zSXczySa*a`VA3ZfUIQaOjFmAbFs}qG?~Poq--n^ko78Bui|Jiny!<_}ewEl$KY6(1hrhfdo>&Pr5Fp1U!OESwH|C zit28lOLt0^geiVI{xkX1QaOv4R3D}-?QHU>jq|0aEhKJM_n%%ehMF{MFc8QzU`2$w9~Pn|Q->sa&n0ZQ zIs4Mh3tDDHGQG`9X&kKCifm1b@z_}3X4<+@FXB9V#B}c%*I2SVq-DUPGm7Oe)dC4? zEu$0Q8jkdy|6Q=xTh=d>CtUl$u0J|V|NOerD-Xb02$U;+fOeOB6P{^T2q zFqVp*oXIJ%k2UW&{Z!0?$RzF#=Xz{Tz8nT?F?l(99eu4MG?5d2I$shrHLdg+qyIsKmFWYGsm|@b1;(3a)J1A6TFLfa{U!0 zh1er{EuAu+d}2}uAUnc6VD5&=;tQ>Y51Sd=y#)}Hm-q1d#WxB)jVzfmVV&VWdvPYq zH*WHIpYyVjOF))*crx_%3n4X}$ktwg`yCX7f4t1SEN1A7{z{Sh2=h@HkB2Xw)ai*x z#lys(HMgDcggltCRJaxY9Z61)Y)RGtQZBC6sFBLuO&<92(V2z7=IBqvYj9r&xDu^O z_ilV&Qh70f92$Qsj!e?i!F5p|e6#dQsbo=*MuJ{et3{_sZyKLDqFv9=d?jz--omzN z1}Ln3DnswVIgDI5!I-~!k!2`}^uRN! zX{tA^?lT$DJacXtXFsaI9keYL^a`_H6G5x9EEuST^fQ>Gr(sS5;7}b97lM*z0DA$0 zWz?@}e5>Zna&M|f{+y=%kFV(!Bd^6umKR z`DRb`ExRzVU3TGHON8-%D{b2WyO}xnK1GZAH!INwWnPu5KpepbR8BLJ)JM%8 z`GF@4oK2L3_EOMU1t~AaOlj|7?+l`fk{8Qk=QP6#=*9a>7kJ&O&|} zVV3uzFK`@#4({`KFQh|EF6ML5!41nByia%MtyXSX#q#K4{dRt}g-fN`+W!1W?BEh6 zC;%{E7XHAAu;jcB=Y2`7H@GTQ_5ls}d1YtfELf@V$+=`YqGshZa-I5traRHa>7p zFD*zQJTeVGDOWQ0mQlI=<>QQxRa3^4pkO{2yO5*ttdk8Ys6#oHUCkwA^^u}Lx|&Nu zD|-twZPv0x0+!Bfj|9zyjTe3j2(}4cpkfvm6hN*GuGDqiY(~qZmRI|*OX-nwKpdCG ze{eM&Fxz%QxlOM}3#d*@c%JrheAqs>=x=DiC@iWT@>^s8w- z=Ip8w=ldJ$n!PUDVwU*@ORmjPP)UFS@PwllN2X!#%;pKl(XV(7@a%i)(*#$$--Px? zp{C@nTZH<%vRwCq*sQQ(9kS;$iXZrXzymNJq|5M#P^0d? z2G`eY93v~@OHh6A%N6Rd$S|tImIBque5|j0n$MDL5MBDF6XXLL0hhW4ud&|k;@!ul zGDTs}-&o0f~%CzOICg818jV>O~E8k?Vs;oSRdz-}qSHkupD# zpctvdyM);U4)(Wv=8s=|I=|BxQLwYkksvE4ESMukF>gxtIa9jjXZFl?mdPIq9{kA~ zEPjWWk$rxX&!+VfFFpMA$NLoEBTY2SUKEgbuH2 zbSk=}lhl2eiRV-369;7oMU1 ze2w)dqK7`}=N%bB3iN^U?U|%8&Rd7{39JjNt2GhrhYGq*kOQR6)Jj}WTxtO;a;ZG$ ztlk#(KB{OXCh>NnW73e~9tDbmWj%dT4}CZ|8TMBh=HfCF);CAu$&})@Fg~BziW)O{ zPkWZ2R!|4^{JCu$Mjr5blh|{t!_KMP8Qa{<$(xTRfQ6hjbqGOVV-y zJ_s>Y!EKl5QvD%vy${ge6REhEeHL1QJW~o^M8=uK`skJTJQqDNo@vTnPb8Gw=dW-9 zXqmXT&m~*2ZMoWReW7(zB#tl(KBPaO(jq5fHVRzes7)mxlUOC@#Jrr?{V-4pWn6+7 zdQqY+unZU#>5jNkc_WFs>BSL-I`#wYB?VC8+EYfgBX~blvg*@h*a^;Kd=;9Yg_HMoH9RUUuavUGgj$K>mBDa`5Y6#_n4Ej$qABpnS7!9{;UFK z7BPP^@$P19Ju@#nB)ycfY(E7%muxYTxQ<@=bO+Q-*wNQ zZ#w$M=^xArB9GUJM+2Y(d4t-#*~AQyo^B0KQ-3n8klQbdoVrv-agwBfv#g{1J?00YRY7pU|;14C0h-Zww#>sjUi1eTx1WN)$@$=OVm}#`O|Ig}wbn zZIUaIYG_xI`uHhH!>-U01>w}1yGV3kxO$Ws74MpBs?3iX1P6(;6zMCMWB)#pM=^ zGSa;5GiT8@j5BKMp>2a>asWubCM8~-9WA374R~Wc z7sZmd*zg5?@C^$s&-D~}y_8hqWLaJEutpucISq1GXqzdWk`JkBf~md@O|mw2=~CTA zqsh-1(fQQ6ur2G-OW^fxkUHdh+4snEdr8YSua(1~+4sxi*usQf?#a1NVB|}|Uj0i2 zv(pI$h9QKu`_OVclc=50?%PJ{XZHov17dsPs5)$W?>B~88?3?Q!SY1WNQyC=$Z5gDjk%e zTp_ELqQWcZ(skRPx=VZ3q@PU@@hcx|k$GfrQ~$I!nTvD+EuL!pE3E44O*fegjo_nL zAEpR;*ppTXY2Rt&(SGdwuGI3%d@T64APyY>n5ckt2t0mX_5H?ElH{kTiXWp*j$(lf z*>Xl@rRlU=SNCmG-1hVu(NGgTADITXX+%l1gWdNr=5C3v-Nk9%s%8NIW}?*C@+Zv# zB^hMlds&Oy-As(!D|unG=5oSf!vn>IKd%%@b^ep;9JLu88YFJd@+_3kRN$S4&B{>a zGXOQQ_Mq6m2#C6Ww8-$=lr12xVMem1fI;4U2}m?@Es<;H0j8Emk_xoMGW?_k|mJ*za? z^4RmG-LlPNwDw*4)$f)9`6^04vA@5>^$=wT>v$ciei(W1B(a0P?nCI;NV285LaSl^ zNjX7JQj+T=1Fu)WC}ptgz9E&{2gGMC1g-wCrb2+L9y?8ZDf4PO%cASzcgws<&r#5ug>3Je?9> zz~sDa1$wOo)?zndy4^eZM-ABO2DQ$>o+K1k^QY#e7P0nL#7kYScYZDVw~5@Ewt(KP znyc>p^gq>J7~4pu0C~$x_ZGE)#rvQH(iK0(kAcF|Mjfvgl6K*1v~OK!J(n*AXs-ss zcX2T>;5j<>%A~{xKs2AUgqX{5ohVrGTvWbs_!iDlVl>Xa{nDRcHi zilA=NiG?3M%uE$PDkV6@4=J1o&|D57rnR4#%g6$CblY~wjvbM_cx=m^DZbqx>Ef#T zZJU{JtSfn)pNzZJ5VnBsvYo46-I)ax9AIgqaL4+N*zcv|IEYCN+Ao28!z)@8;j1nE z)j3;#8o_Eul%9%|tuKD6`?OuD7j;u0?1P=*8nXk9mCG?>vEKT$GsD$s?;vx6D|HBFK%F*3i#qZ^O4ny-kz8kFynN- zZ_C0YuJ+OZ`U@BCq&Z6SGwFx@&vJ=N?EC%J-2$a>_c3koa8;8OOrERCW04WuYS8-@ zGK_rDX2^|><=-2irn@1|$F=zl{p45k$Dn5ra|AdNmPQqEORX<6u= z`SDw48BO1R6x>t2`$3o0U^wKV5Nn2i2{E(@$otvB=2qrjiT6gOM%)eIDx9?MybuTs znFEEm1zkV25oV%*N0S+J2H-q6mX8jj70lRDqj6wf_4F|eXbiKg3o7e({(YdC7RaCk z8;0g{|17!$y+UJW^O;Hs?=XZz?~(_HQY>0^QhrAXh4zrR&g5Y~_b>Ng&ekCkc_438 zinCb@3l9@5im)}-ZK9W*+o446C-LlIEHszfAhk&xqU_KN3_^nB7BZ`R5~M;p9+n2- zN@C!wdv4TnOW_~*2u}bX@qN{fk-?hIMk4v zMCwv>_@K-o>{^egz1y0NIR|T{&J69%{c=w!9Eiuoxy2+```{xkQY=j4%&|EYLtC zJGjlRVus>R6Qjm-X%;^>_cA?d6-jv6vShB-#Vgq7?4_ihqQ1nseMf22f7A`GnC!y4 zLv-0hv?YKDWyjgdd8)`#Rnuo9)ar9gZ!UH3LNis9%>EA7dt)-w#Ksz$xlxWYqPvYm zt*$gqQ5uwu*JO7BNxp>DsqV zae|sQl3`*rAhU5HJ_tHn>9RP`taOnR0aD54&AUy4JTUzxpPZ`@YVUSwF*z7<~+6B6c%dsJk`t#}Dst7yWFMF+Lm5lej@*kChK;vo~_mDgH zX!P6Q20GUBZ@8O%>)PqBt1MX(%~w1T5+RSI@s}5y45L0yN9oanU>hU-%jh7e)Dd>~ z8JAPH4A7|p#&~4{P_6+at>k$7V zk*c5lubQW)Rk%b<(ClTw{pk@5 z)1h=3#uXSv7nK3d0WZ!9lnR7kQ@K(IHJes{Z;aX(e+H+tdMhL ziqJHM0W|8C5Vs01XS$Y{n3R$5%;B`2-V7rO^qAKrs1ZT|eY($$$SNwhYIIfJpGKKewe?Q9nVuB#&*m3}G96-lSnO$B%F|k9a~^!d zbo``Qc>ZKP&N&Wg`!M+~qyIVbi6m{Cw`Xr+LMZEHo155*1(dBw%jxV);bi`!6e<1O zUrv40IjWOkvxS%GL0C31m!(>hVM>U|nU7`Ht=11r=biC9tRQmI)@>6i6yQMt-63Om zy_OT2<@T}An>2vTNHWs?Be5w&N-8yQG2=z34W9S8>Wh_2YT@>#CPs@#P>LdDuh|*5 zKhLoR&$;p+!W)2i@YB~@xX`2Kj(u&stZA3S$z;`ci8_BQ4^6-FaNsL~3MI}}f9!vL zC+*~mO)2%W)HXwuT_-}l^^qW(Op~YiMzoU6y$nQ+w2nXQkmY*L`7I)c%{>d-75ZY*ZQu^~LV^280H_3AP5r*- zWZU`B;N^8?M|->@%OkeFA(3=uwSVFq4lyCrn-XrebN!X3Lp`XGH#hG@d9WZ^jYrJ) zo!}=`)hjsb^Soy`f`---HOfhY7>cY z{T={w_{9q?;g;jjX|wY05JiOUJ8zmo#zez%O~XdJnQgl?HY;0B7J2C$mnzDTOr0t! zM&-foA%$Z#{my2XdY@u(Rl{)sFYWF_lStiI_z+)^*b`(lq3@i~(oe{-S#eKYC`N~q z|J}Ns9g7hE&ehaILiuAp4HEGhBzdU?O__bp>%UdyeOxys?AtBjIY7g3^JgX#X}0*U z5m&6147c+d2ZgBVhf1Fw(XvX}Y}we^aG^IAKBb+QgOh*-b5G^fm4_@~C{?CEaIn@nBUl zp@}$j;bPN~F2(UT0u#iA(W1I&T_k&_9+Mbd6uLQpM=w%1orsk5M`hpGX41V6sDGU| zOdmJ(gm7+xVD@_t>a^7PD|HGw8u~N9q6h$P2m-*31rF87*0I&JNTG-k%b#U?Qw)c& zIUy_g>u#-s5%R1PC33_U(+E1fu{18CWRGZy6hjCfj$b+fr-P{5gGESdZXQwYZE5e^ z7u5zBuUIRl>Oh|ONfr3no$5BHzthq8c2ESC%rk%c;zX(3Jvu)(gJv%#XV}Hm+^qT{ zAmrcce*5hzTq33s;Jczp=Jn*8H-A1)2@4`S=8K`cdX`t`-}C{O>z!LifY-L{GsQbl zs>t^}+k5RTOyq*pZ-yHzuJ+PP>R!4mX~IKi`s31*MMuo)rW9i?P?Bj&d6`o)`@RtO zC~_JB4m1d}xIDs~;wO35c8qHJ;T@5C7=81^%&ynzgy)V^s((kR^)Jmb40}*m+ftn~ z-6qCK9@78VRiEuyKfuYH<5ppj$4JK>Vp-d`652hlBZOaM|0Etq;<~wpH}v6Fg)yp} z@V@VfrB0b;HjQh^fLg{X)U|L1eoj{Cpq`jmZ{K%$LZDJHLCoU})M@bVJTtJlH|DJ7 z{33cWsq&v`QFwr(UFz5mbBbfQ@xwMwv61P2Aif5l#KrrBq;a9kT)d=}JiW zGVQb$rgC-xa4{7LX&zMddhT{sk5&}EJQUv#F}Pglkt`_oZ~7tw;OcN1zUKM-wTk`! z;E4YSAZVJEZgL-*1?Ih82znqwQTtDi?h4P0Vt|$Y;g9dxJ%1KF#kw~Zv!}L0s!h!T z6P4h_Q*!W_j@442m8cyM-NmAI|M4An5a2%E8VLAh3_L{t@dN&={{bsOq+n=Fp%B^s z#kN*7s`RMb;w17dA(6s%3@Bv${SR6pR zV&|0Q-8tSDDDh8fvX0lP{20gf-yrn=_8-G4%y!Y1-T?Cu|5rEiKmD?a8yLO|~LedGUjoGntI-!sm>#5(uip2q(=Q-OQH*GzTy&CGvBcl;kNXGR?OBI^7-mUaFo zX9K#^K?igKpme_||I>B-+bRG1RTb-C-d0tSMIQefY2kmJ^1q+yJUPZ|i~rO)^Z$P9 zF$ZwL!#vfb2Qha4xSdUJaWCg?uI9FYrGBGEunrK`{`bC(O3Y)%>!RN+q zw!LEVbWL5x>SilghX628YCkZC=kJ`ldY`%?8`cvWEXTTqr2fHv0Dk4of065r&Yi$S za!owraQHfr&EfoO0^>#dC;nmKpZEt9?R9$VmR#eJoVmeyjDcX?mMN!j-I^4q5KEX1 zwrU5)Zms7scfdYZ$}~x2Ffhh}fiTztws2d#;BIp{+{4XdI73St*Y8j#z7(POH9MzJ;K87rN5(ivyS&zZ>L0O3I5`%A80P+EAZ#xGc zJYO3z4hiV!8N1wzxH*fU7QMl68YTemOVY=!6NMoYO%jq^T|l_!?$68KsG z_5p)cz#trU(TI2$F<0FndXS zJLi{7X`E+1objG0GB1?;x$gd1(e*~rjvME7UGHVRH3h2&eeoO#d2I2id*AO%V9eNq zi3KjU%FKafm?)$UaAga*UmvE<-M@{68^R@NIL?{X3n8s@_s1ASkbjF$;$s;2hMvwi z#^{!K1sKJfRf?6Tu}BCjgteu`K>MfN>J!Xr_cuL{(==<33+!H9tk_+z)JOrJaJ{J5 zOuk5ma~)iC7CeFBpH2XHk!25e4R198f5SPA-5GGw!I{VGs^_e&i2=-({Pq{k+E95XE0Ymf0t=#u)YkK7xu-I};1qzI)lf`|(f}+_URa zRktmmy!3$!|F6Zq;pOQmCUm#|^B=NKUGwlXs;?f5RLdtZg&(sgFyIkI=7*(1XV7&BodN zVV#+c_mmFs*1Wzo{O@u)36zpr%A3v-Gt4Zh4}_2t9-TP{)71_=iu8~DW5ieB{Sr6x<81- zV3!XWHr;npAUD4?>VNa<<8ObinfJjn!#IBc>;wEGh6T~*_De+(qY`~h&voy%aAj|W z+hhMbyO+MQD|HxfwcZHYMO9hka--<_gE^c+?dE-n=yOE_@_WRWGa`Rv@F`quR5O%E zk0|sgL}mfUDy`{};htg8z8K~eG)wW4yem-THARUyY9>}n2%f%;Tic~zJE#-R*I#?X ze5E60Hf#>wcHX?Ti>aR{HyeV9Y>1cwa2(}mRXn(T2%=6#%`lK_;nsHs)#{t#wq|WF zbC^*WAlK0|@3dWR)em=}dfukszqzC{5}(B$dsk4p#Hc+orZ%y42TGRXeIrzNVkc_& z-nn0Xb4pN3E%^kVjlWp2JzT-OQe5HWqWWg5^YJ3UO1Rhn17Gs8sbO&iUjHBOVd+06 zr4+qv6`j`OC%_|8!;>seb#clM#w+RqLcH~iP<(HBp<^**|UrCAt z9;r#v^GWVyZ;6G+%`f-3#~ysu0Jpc}h@Lg?)D#<>Ivcq5lCDK~EHNe<%h5eRP|ofJ zlv(L*YR_<_$hMXktids+iPzgrV2ol&+>qo>IKMrJHroeEkfVHut=ow|`0yaft#v`bPb4&qpq=6sld`n$C5*M@!w|~k2{pS9c-;?<{8=SjlrfK;Y z5{!1@5oq5Ah=C=@ouqm~|!wx~Ao%@8`xpLG+_ev#S3^T8*QHJ08EEgeh-PiOb6z-_uE>J zG3*xCOA72*#-txDIHR9xKoF>(6PJ3oj&R8%Jcz$l{=E5nQCs|23i|89oRq3}(I?bgW{mLGw5q9^@hd!`Q zaFu`axFgZB$|(>F;rF>9m3x%=qei+Zg1+6Cn>_gL`8jQ>DdL93)MgPJv5!o2z@O6& z4AhK1R273?*AsuF^qXrIK717dJM|cCo+iY7ixcdZbe-`jfisE7R=@ca*6Q~#FN|^- ziComxU+!r2y~coEav?4;_|)o=kJU;JnFhIVWN{{>xIf}Y>yeA0`}y7^!+r`~Tg9BH z$#^Ej{pM|EZsQ3*+{oA_ZywgV9@KK39j=_5Fdr$;N>}<7aUC6#W=n( zvCxp`2#dXMhQ5mAaj=HXLn?PvR@5g&x(VmF$q$nV*uu(8-_%==jdhT=M|{Fw@q{rS z5-WP{`}0eeo4egU1=QyHOWeaUF`fwy=>*v$KrcU{w!f~@VX78fR$`dM@xhmGr}hT6 z!z%nC;-vYMq}7L!ifU}E;UWX?k4JkvsY?u$_UJ3uJ6>@$v(xO>Jwvj9bKjN#6usIt z@^hczz_*VSl0J@9r{#L&F2lLIo#FuzA~*4@{8FRJUy4Lp*LXM^nK#nB5!0=o9|N?8 zxjfxv7U3%Ntl%^1tiG-CHAd;eG==g&mrz%It+9J4QLD9M^I{1~AMP%?ThM&VEs2QB zD|>+$)Vxl|XXgwltxfGoJmjOn_+*88uHVxve<=B*|K+<7!2kx>;FwDD7CLa%#0jnH zPa-{pxfp7{1B8t*!aR?dDLSa*xR+C@0H6}8J>{5Ckv)BnDac#^q4Lh}hB0RD3Eq_b z(89-5nJ6i@{yPz5E5wNV6~I~?Y6if~mTNPG;lpD+rw0p>d(ZKU;vmMi9Qx}-O1b^! zU6VI;%}>TVATE2R_8?QvPXi&fyed=o+r?2Bj9V3*<>7Ld1WF2amWK1{C#wPJsQ+rz z#hQ$0tviMO-@XVA!EN)`46`96^G|d-)DiSb$D>2rUx2w%F&48R7A@m78uBwhiGskS zcf~}GY#l;$dTFlr0#8%k)N>G_>Tdv$Op%&4F?t8UOi7JW)-9|ibaZzL)A=NMZaf=; zcKPfAlufm&c7E1Yu$^1J&_mxl84-I{`pKd54qIw|Q2FMI2+`}a%xJQ`4;T)^#~}Q`SAHQ z1r1?IsTe*)QZX$AamrLwEcyFyWc5x?2){cjll4t%8vof(YT4-mOR3jlZs*l%B+#xD zL9}8BL>xj$V@Gw`b!g?NmBjXp>yf+xygIiKls!rFT%)?>@xnmAI=ORu<`iE_;IiT! z880rU1vYag}y}dK2uMbbK7k- zk8zk>DOqde_UXOvxw~gSCzsm+?qn>QFGDP|WXYE(q6B}ee&MVC3w=93igJFdd`*42 zAhfH+cS3n6VT92OxjN;PNa}M#(D=`yR#`Ou#b#J=3b6}gD0W<@}D zYZ+J1kGc>ltF89xHyCtM85w*Yo04J@NoE=+12ii#I1up07|^BKS?Q# zcM5g}Q+Vy+co!cY7~YzHMHO<}D3WYSMfRZ5>MK`!oesJ{JnYunU(0N@*$?bf?P}gV)}Rjb zgz}lg*I}=B zJEk8bW0yakX?Wpy!;lDeV&#{d%!>}Z^AhZWZoBcw*8N(#Bp@h1XJ!^F-Let}T#EInMl&7^eGPf#$G3;g=~`2}sCq)3E!(R@ z7Qat_C-cv2s0u30^~$sULI(Lw#GcW+8;JhysG^Hgfk@Pyg@iKDWLx&CbdUDek=Typ zm6*(`>jzth<3lZjh1Tv)wwUXCcWRnl#>A-j-o|VWXVOaEREvmK!W2}-R$fDuVlBdaQq>S`fA6KEi@{#xmA*RRx}1BAdyUAF zz@agpwyYZYC;WgVDoBb{18C|a-BKwVe=`Nqi&a=9OMy@>GcUCa{5#!hM8uEP?H6{N zv8@FR$fYwcTCDR2$Y-aTls`myi!3(X|6I%5%(EfV$5*?Qyd0}85WH8yEmY;T8lJ#P zGq}lI&yG-&;BNxLA^F)C+OseHLUtui7_?if7{&^XxkV0O8A@m`N~j~kAjq|n5?P4 zs==R2Y?ilM;__B%=~Vvl&LbE#jksm2VL5wi`>))TN%o)M7>N?=RUEIdfN-@9njB7e zBAGf>Nz-Ox2V3?7)2El@75Sf$#B5t^Z7{gbmY`7NLrQK2 zEjU3;qdKm0)QZPGgg1_!CRjqh!s*)@O}j1%ne!^1-N)$3Th{mql%dz6;0MU@*JM0T zQ-1TngARC(4OkO=oB7D?>kn7vJ;NpJUt*J^45VG(WeQ!!ICiXbLR@B(U0ziNX9HmW z%*N`DN24L;9c@7GPaH-1;6qBK%fwpTj)QSz;I+kmVUa%@iDh+w&xio-azgEq|Fg__ zoQ+Q21Xb>EKCKFo?gD~6skh4ONBc>U32r{WR~a(6{>U(!m5NJEnYY_zWqMn>o9M35 zB4R&Av*Mef?<);L^lco9ww8pB7m@=F)@ad%*Dbt{=f<&qv3}#|!i48t>{tMiFhei#b3}a>Imo8xQEOG(3CL(dI{Xi&0|`rG*AZ(@YA8Sp&E9Ua>6Y`!iM? z-*kr@ZH3~~#iOL~r9N-Sv}&sDeJ^%j`y%oBO8bocojhdv+$<&_JZXqX zI0`rP4@UAgDNV$-e?}x89y@3bzG@d@u@|<`*i;uTo}~V;@rxEa6>kyEb3B%tUH>2P z3$fJHk3%P7-^kRDYrjE#jjB6sA#1QVCkcwu!574dXrW_uZED{m(TTh-9M1iXZUyfD=^jx_zpK8b6l*-(|lk^>PSYBKixGw03r(YnN=6aMI2I( zvY4DZ1|@|mp@(-W7K1aw?7QUzXXQvx3$-jn_Zg$4*qiON+TE8#PoDe>xKOgb*M^7W z78mxFg?tj5QaysBM~Zg7m9vKX2!}SF{gR??C(h(gp)?6cIioQUN||*kq&S^^_9aLL zRM44ZD7N9twi3fQmhR5AAa_&zSq!uc@=JUQm_JHLL&Fh@2{7ANzgNMHL+^hTwSyhXMJmadoSLN;OAvJaDe!@EQ~9Ym!4xa>yHS z{l8cM8_{oQw>NVEWedjI`vwn%9iH18Amv1(+j1*w4xfT!Pt_`L{0+N8Y2fu^VZmcx zE)cANja@jGS*^4Fz!)DXZ7cFM)QJDS{+LW&H?ODVw)y#kqBJsN+?GX@aX#SVot)H` zrtZVT3F~|#vD>(0ofBc6xyy6BD$q;8adySy5O?1y@PIGeR6j@laV7D%0v2HG^)U`k z``+b^2;S4YO4&V6fs$U3s*&Q85^pn%sL%(^TQc2Cr+2?DlN9i3;q1;Mu-oOIfvSWY-TKop$wisPB9^%7$eYW4T?-uP< zAZnsjHV}|PzfhH?HOV!nqoKSEQqr7QIBH2qTRKTk%{0cW7{H%O+;@h5v$?IMCdC?%e%0DJbw%B_PaF0&f_S>0b_rDze1|K1K>_xB5fO zOG5YNVnxc%zDsYh1#zKkE1OrHgb_{}Z)51LSVKu2km@%)Ijiid%c!A;*~AjRN)#NP zhcVY9fIu>n_bct5HX)qt``~DzLwqvmg$2TC#(~6?y7t4^d^1{GI0eQLunMm|IaYHX zB|CbwY-(bCF{ymrGabj*qJ{{~UDTb6}hEpvaj6b&Pu3h4>ZLt@- z-rD@$LG3{G71mb0mbfb*7_X!(AaPdDem!u&4m1D36u4xsc7-4+8({lo+{2SasHH8h>e|Y+W%J!#LN^*zVwr z+H)^?evf%2f&WEn?hYO4liM1a?_nXhLo(4!qz^+Xc`6;a;qcdVTqh*W1g%?)NS~G- zrt7f^VgXrPW%2a%lHw0~9pSC&Lk2JP!HjLGxqIcf&E8-Ur=+A^A(5x7z1r9g{m`N- zLVvKo=4L^B&qjQ>a`~f;R{N;dqpO_P_pfLADLqjg)0tFZ&k9^(A6CimK&-wV!_QBamiL?rIU+mE>bB>yrAWtjinhF(4C3D!~zYS&dL|G z?o^m$>H)W))LdS-m3VhE0i1=BvD|3OP2vZ3MimfLW->8~v zG!Si)=pCK+|FQR;QB6i~yQiWE0#Xzy(m@5J7wJX1f>K1J3PPyTK_HPP(n)9%L8NyO zB=j1JlmtRYdhbXLgx=?g|MSkAv*w*OGi$!i7nh4XE6UE!F86(1zpH`&k6PXXT1Wbc zD{z8qUPI-tcYMFx9`cO3vDg7!o{TB7#=GVf&O22#;@F>B70Z-zme`D{?+GjY<=VVx z_dPN>cqg)l6s}(_JQncvevXbfQj?{v)hM{ZwN-ldWT#`m_#a`x*~|ECNvi^#U8|n) zd?IWL^V7jsR8>dh@k_Ibz3l=3un^JX0iOJhi@cqM1iS9s+PYtMZRT(AAv_Qk2a4oH z1`9s3PZu&b-qtwLA+$k)fiu4@7bEJTgALKD>7w&6pGQ*=Nzl$>sSatp2}O$ z(P_+Re3qIy#hDe#CbqD|!#woh_d;z2$P|5VPL^71p<+~TrD7@`pewAoXSz+zAWxTf zwy?Zeb6&m`Y0HIGauYy8Nb7F&^}zC&I)I9}v)S0XL0=%uV*BUkReA6C?viT)EEh56 zT>frmsiBFr;*2&6KTa|{LjM!&+u{A2{0Z@|^cnp=?T;0Gr$OowgYOlC{M4arB#-D3 z*PF^qZ|W}cS$&z4WPg=LNft5)J5!2a=|l74I8uNH)){?3QISy&^9C?MaVDIaVv4-4 z#dOcLi5KMI*sTR?Cg!h@Za*Ot?FiJu8q{UJutz2*O=BeWy%Y@bL;CW}a4+)DCyZ@VXc*7hl0G z*(`A&y?&#-=sUf-GXPUK7c$r9qX;e#({T!^oYSGMn(vJK$5M!${g&k~`1bFSQkfw% z@RCrZBLAwwb@GZ@Rta9p@P}V%t-D@c>?%Vv{y#?LvNm6X-H1D_)Tw_)HHFfkp-szv zckODe?CGI#a#Y4#a=8U{4eZo2OP)O4ta1FjAa*n|J2NrussYIH&ix2nc&1!ul8 z9S_VGz(V>eGdP&hz4em5(6h;@6|w1o+hi;>^KgnmT*k|?ow){?rBZ>0qLSR9td68S zi4Lp3XO00}DG=3!MsQMHwI*c$1(at@coPt9v)ogWl!~595=x~NOSQ^Tfe`bL;+MVw z8ee^Ksox^>>LH%GmU8A%oqK>)cYC>tg`^yFq5WgMOP8v>EK8q;N=~`JvJqX)E!`4k z<3w^f`r!KH$4IphQtJN!RFH|nJCs>CSZbX0YtI=uzR-OtpJ(5b#e6T4z_Mo}v`1>5 z3YbI)ALYs2zi2n9TCbT^Wg1EliVv9bE}zqS(Qz%-Dzd6YFbm)+u(U4&_=o>7jpCgV z7txpLCP_;y!12=ij>vK%r#mDSO#@p!Fr3dz?;fT7<~*|p?55o71G%M|klYx=1n!tZ z9@**S(CeeJNX1$x71iT|$=|HFu?4?lFw!BHC@+8s$XMi1^K5xOy8T-CnGVo>^`QYe z<~}sg+NQF+n;DltUv744XIIda-TpcyHf;x%lZ1x1e+KT(MC#x0N*Jn2JPAhd^E0jw z2?wXMh($q`;Ab7(=lQ{043ch0v8g9l<#!)Wy#MyGik`^-4n`FQsP<1F;4CWb27!mv zEOe9b8z!`H;2t+bSM_4RB_&}<-gV(eGI0b@3rfru{g}(NJ zt{;SlNYJ7ljqecbf08|F?>pKY3-_X_5pV<<`A3}og_agRMo+f^rui(U zAvW~2xXBN1&{>X_yROGRmC1Y z3U9x5Jz>rt$dRzL>?RFN@!qbLo@Y4$9KYLmVas_mOKE!8l?OgX!0)C-2BW~*HigIL z^o11pUe!D19$20dwGHOpj}Ul?k}K_WpW^lqmevq{^s|r82MZ+)`}X}oj?n&8GDCz63b+*-TwD6MGJk)*tz2+V;lJ<+W4^BVj1=$qrhOK)Qp*sH ztGcIErf4~-wIPYK?Jn0Jt~KL{6;0SbY(i^rl{KUA+c_whth((PD1kJ%im)QOJ^6Uz zx9d|+ryWgZ;b!&LFWN}${mK)EjVqZGKAAjm!*~xo{MsU44pnr-t9_Uliu?|qIqr_| zoCg6d-&5bC*~6;pEyni#BP4d_1!qb{c@|qLk#i@>6u4^rTdXMAEX=L8(ea0;5i8j0 zhUR5MzWnm4((W8GtS!H}L}WGGAJlg066bk~!s@)IVUtt?d?xw@=7u zb%z2Jg-fi1Qq+{TVixn0j()fKpi3PG#;E)w>Xaqjn$TuPHNeHJNgMg(l2z6d|2jj?n71KJ2?BScpj?Rs-IURg=Fhh+u5U%s^Ad5ukw9Ane z$%|%7{f?FHW+$i_4vG-6rkBa3=K6O+{X?%?42wQ71y-(Zyp(ruS8|;@n%?G{1;FG} zT8(`DQRnM8JB^yw&hhO`nRSlI-hW&KAp#kV*kF!%G2|j`d-5knetQYSH;oyqV67Mq zXvmEH+%k&o;i?4SbK}9PC>ID<>R3*f^*|9tFbc59WlA4g&u-a~HJB;*u7ZR#-zkiS z=4`jDKiPB^tNpUF?>&S2HS9i{RSYg z010(a$zU(e%Jq5wa;D{v(G9klJ{N@m+fX$zoGLR7+;c0Yt0Kcae3g5UVl3%Rd)% zlo`Ce92Qtw{OW)WrEZ0>imd3aHUHdxV}!}Qkl;bLIqQs zB`rg$WG-!p0vmVJHNkJ_jEa~dQ{rb2a%5HBu}}Y{EioGHr?zuC{c&~x+y=lPey>yx z{a7V8BkyJL#4hB-D7u4Xz=nPrH#Tm0;%@9_DzPo1`Peaa#BJq54&&%Cw#;)JQ(swW zzmhVccVux7d=d7RMldDk1qW5yn z0qN>~it+LA5H)&or#mszR5!tyOIFcoXF8V_BSe@!Si|Fn)bxnH)dNRVfE#pF+;%6uLk%i%5F8sl>xV?y$~ z04_Mlb|XZbpEQL#V2^VWg&$&-kP`=#dB>v8__3@b-zN67l4?O#o}UYWiIAT+yR z*1b1bQpCO2`jXCdqOfc=!K}J(vB^zk=JW+L$7Lh`hQkf}z0dC;N_)J)<~uAWU7n~CH0titA)~k}TgAh^AmA2Uf5LFZN;HsEA^mz+{@e~W!qx}NY3RQ2fZNcY zkX%)D5t$}-cP>4?RWr2>utzQB4Xp=Xo1+ z?r%)gPQR%FDqg(KpMcM^%Xp?tULaZ9VU>_#Bu-1NmiC;xBH0z)^^`^{m2fv|;Z-0& zUI_KTYa8nU)S^_w`*k^ib%PRRye1Uy4X4SJspccTJtp%fw_ggycAcxEo`N`(Ix%Pi z?70xmxlQ+kTVgL$eu3ZZQH9+3JO!5dxS8m10N-jb?cAcf9^rv01<+qMY5_JjpK0$R zk}QNovIPyjOgCQkNwaYcakX<%;boo&j;aNi!uYcLSLAi=d`_iV&oh$K`=eaQx{)dTz>l?5`yfj=W)0=+!}BI*=#uDUgiA(X)-Dr*Ha4k+|342 z*h&pnuZX*Xv(C&4s?zYorIk$6L9R5lT0*GFv4wEOI31Klf^av%_pgHzBWTce_Zq2M z!FxYy&3Eq=>7C{s<;Yd+qE^KnDoOzibX5)9e|z_5cKUlVvIl$H&{fwQa5gfg8Yrm* zx2w=SU0zPLIZY0>pYeDm`IG-IV50XIQ2J{#(c(Mfs$`&ixzSi$C^Io(kVzMrqFy_r z+x4n+^#+LKE{QC-Sue@PN+Q*s(N4p++v4?=aPhg9JOiWgqmCir$Y9-GL19;u-`>lP zur4oSQ;6e<^})caNKy&9zK)u26sBUz@P6~nKUk(k_koP^3#!xzt=5q-^u2@Y`j(q$ zlgU|${cjM5DdUw7WT6XWX8Iv|FMgn|JG+2dqxdeACtL)h1&f0R>6&(!k@4NqC|c9! z8Jwx!mY?Txw$bPBXS!6CB+zHE*^ZiT)FNKkg@q<8*w;>T)f%;^Ew>-1I~IZdu@;_w z70%G+T@~GrGr0G{f21qV9qDmtT1h@Z(FofZqlD+2mWd8K5jNf#J(;{Gb>#ne3!!V(;98qPfN(P6v77(gnMq$} z^1J*>fA1~fbjd#rf<`~R3wMUaL7_!{{`hn|CY7~6tVC{`mSieR%Yv*tW*s+I^tYH7 ze^Q*+B0TUubUi;rp$rtGe~dU(E-AA{*@pryz=KIolPC)vL;)lzK~wf%sNnZ%NNX$B zB~*Gp3JU9mG$t`XG_UQ+Uv6{hIo`i@DLJt2%I5M0?=B(yLBCl2hhQ&jlXWZ&z&ZzV zCx7fP7ULlY!g9U6@VP9X=7-wwn^4`AvL(S^d>W2NpU;ZO;#)vHqWJz60em$Iy!(17 zRAz}yI%0)hr_KYW)S^uHiueddD+eQ)@&C* zNs|$$p-Cuk4nFbYNc}<9mNC~BZCqw6bvOp1kUkAv*sNKM+K3!%(G|3O6zGj+G}@u#bQas)wc1l@c(*(YsSDu>c>-KsdIHcr0bVR?)zAybAPgdv#$O?6OV6_K8YtoR5b6JC% zseX`Mmej<&Oh_oz@l>ktzt9TI4*;}+B5xCK++Bk+?Q3+>@K8BESAx07#_bcn)xb2m z^5ffNqp_m^Uv7G)|Jh~U$JQIha`|K{4CbN7Lct-DfjZRDLJ22iRP@2PtVbc_j#~VM(iyL-sg2{n^v9zh_SXiU0+a3a`K&iqY;B zq?fJQA7;dCR)lCFzsk?Qy~XRy@nIgD?O)i)bY2$Iu!Eqn#P>#%$(K=hBGmRtpT8fv zo?j-LoeUv_(P?pbd~Xw9de{a$K6VHg3F%L_A47r`_cZAECvb&H!LHu&tFiRc+T-qH z_`o%OGR1@RM*A>b|Gyohn?Il&<8( zSwJMc_N}H5@QivR@{{F$qoGiGZD9e}aUm`Se|YnK4G&jBgH+^_YOEU*PE303P3e~L z5VzAsRXREVq2Lml_Rd2o;uXo$VTgI z01gk& zg9Pdt>E6mmI39Z%?{qAOCwCq%qv&cQq}`^E8%#{von3nI?Prze0B=64;v!a!vYbekZO9 zNG2*e#s$r4uOv-!vv;qSb4`5A*QC;-^Bp2*m+m)`dzf4&!lh#ki-&@tlnEahcG)dW(=2E&(~~RpphgmY;~)A)&|sEzKL)sA-auODVrq zKZ(LuOO@(OZTdvgf9a=$1&(;blAm3dvu;b#M*&)y(1jwS1i|<8W^h}+UxU^IkCm3= zwHnj>SB00(PP~E)gZ=+zk-5U2|A&@<-z-pi2na7>u9BTyy~nj;;Jb!h zH8#(f7Aj$B$zpUH9h$W-ap7(~7-?WI+K2}7*4{W@Vuo$ zsF&=-{StEeO$*B-l(^q|d6K0*7eq^*V|6|77(pTX{_!FPji)8x%uUNzc6O6Cf3K04 zRjvH#uxKg$><87ap+J)jRJZ0A}gQSgiVlI(+* z=^j99&j6o5gPZRM$)gVv=LttVY=Z>c)zd}7(mz%I!4g!$g`*OFoOjcLPCn>EU$~Pg zg-WVQ`ic#t(fmS}&GS9uQ$Cm#e9QYa-ZL=LGbv||L0xxd;nW}*D(}222=5*82E%-; zsTk)n%$l?G2)ZNc!)*%V(F5e3YOJUwHl?}87$8LGnW$>@07}x#@p(XDTIHSsdG)BD zv$x61f+k@*B~X|-NfXoJH{C&F(QbTrvz$MsAtS{Rnw!vC7+1H(b4n&ht!BUMvga2k z-)%nln_`z@ukB6p`|gg=tGV#Y(AUH(P|8M!M&as$t|17L%LRHJ%}~$v=tU%l-j^*#%Fw_ zvS>I75MRa{T(`!Qq~`<;p8e*5*m}vEPHe7I#C{*oWWh%x?P;Qx9E0N0nctCjL&pdqH37?}xHxpmtg{fZE_#(uM zVdTwCFo%0H!=AinE3vw{>GTN~mp0{HKkge#7za@?L`!7vS3GkL&rAb?1e|o$t=FO; zJC)0Z2UqT?d&z!mnvkVwIidjG&tMF%I<*w^iH93A%_m*zZ5lhIg)jMCou7tu0vZ#J z1MT)pkFa`^0)s!?Qh@Y?5Z9OUHTt&SaN1+-u9_~Xs|Ae(Qo0K`x>+&$Nhl_8l7CU# zZ<3i-$;uYXeUI?ii3(v+|A1@JrlIXqB5t0PIwV8Xn5g8^>Ys zADBxjZ2kl(SS#awA&%U9nXE22K{KBKh4UrY-v?^0<;Amwa2rI2{zi+%_{VN9G~>j0 zJu#oOnr0^li&Y3`8zW_i*oL)xAdkhAIJP$A`cNm8+~q(1l?0wqi_T32oWRY@YRww+ zV1L7x4LiXCo3b27Ef(yipHA@Fq-YL_Ch+>gx!)2Kv$wg9T+`6~Ou*Ay6?`rFxtf*a zmq;AxZe}hS_mi8490Z;~^k&L@3zZ95N77VEC5w)!bilnNFci5Vb{Q$rd$N+c(rl`_IBHu%HAsH8wec;_l0uJyz(*uwZH~vNzPnk~V z4G`w1@eG9xO_|-c%bFlQD_M~wyiRgD66mV@o~9Gw*!~@AdbkywE>qBum+_zc-Dh)g zY3G*y%7szo1=XrKfg$E`(4%D zpsb|!d@Bd{iVylp;>nX4Qo*OD!92hdSrpd=I2pa!umhp0!(e%i_uG3;c@uV}iEoRJ z&Hy@tif(1=!Y%O{g)4$_h}t#1B)*9484~PR&e%6o)L6r?n6A3JXs7<9pshesXhN#A zZ}WeE3Ci0wmj{Shf3aA<97EzwwVUh9Q)i{aKf8g7(f@8=-xMY=wODsBRj0&Oj`6Gx zV}*IY`Tid-Qxj-#xQKS?r=4`$e9Dsysq$#bYSAcR+W5F$kXO9ltB7SfnIn=PV~Kmx z;}KJ5y7fVS1F7wUIip15rlPUN422rg0yhbO(YSf{U-A9FF>wFy=Jt0A04ibg!wz$* z$Doyf_qZSDjT^t~!ZK7OeHnL`;a?6_rf?QvodTPlMnNf}n5EY1woGqApdRT4cAHND z>v`#@Q8q^R|IP~Etc<5KQst9WAt;ZLzIqc+9RBCu_kSLo|Je)=KsRjh_V)Co>L>V! z+yCq5{>N*Z0{H(@(?p^A|08$)|ND36-yK(~Xo@h&`In9S-#YUDmmda3Jlm>~$mcUY z_~%jlUtarfK9)l^JiH(@@~sL#FiHQL2maR|l0N|+|Nr0pzZs|hZzD5jt2%deiM^`B z{~`B-Ex+y`)T6|n_yTQ zbW>Raj3-ZVj!XIT-7_XESj`Jx6+1)r)sNAfL7R@D(|GzQbL1Z_`33;U=~N{UBRL;* zuMVK2WKE0vEsA>rh~=47?!7#@gMw{*+P4?bvGO0qv}x}Gd7213Php5V+ViRx@Ro1m z&6;Mp@~2ty>j3aR`SJ+Qg1j6rzVCU5{%W%6!uSX%cV_}vg|qsouRDVYjUSIH&CV*P z0kQpwpHt%3c04X%-ww|;a6G~z2&VDugl+t)Rgj3r&1DE-DF|l2?V& zP1@w#ThqW|fe+|Rl0g0nZ`a?p2i)&<0%v6cP*!)uaZ**A|L_2#d2#FryJeJcpU>%^ zv~7O(#IAk!VSqhA%m1~_sAWCPGBBN6LUl}UV+U}zq+Q66YU~~1(F{l64{-&1zi{?( z07k-pz4Uxg;9_vQuyMWc(@UksNL+6nzfl4(HdlYUG#l~z*bM>zA<;B+0k~u!P217{ zko`z0wh%_jzGK{UV0=;6XJo5$nkjIaxotFB_ZB}r5D9uTkxjN>cb3H0hQ5GNr|%+K1;o9O>^JECWo5%fPE2;{O_A_??byv25@i0p}wfybi#DIRNiw zoyG$lw(-q|qq@T6)BlT~QFVCMPQ%UtkY80# zTkM(TfbhTAsGq%>PG0qs9{TkY z!`35PN5F^YO$dSoGJe0l^pB&9H`(`8dmV@`r->;m9n3_wa7Xt!am{&VHL4k>9xLxl zUO3ASR-OGdyBIb*h;TB{d6QJmWlg~@6rvk7p8!BP`Jx2XwPSRP&JUfh4x{G3u=zg! z{W8%P&>LultQ}T2`8q$Ni+HBcJE!{M?yWdt^zjZK0Oy#-lMqa4BF?t->Mu?aSDz5? z?b1&AAYTT7SPCT;L9_NL20L!_eFV6DJ4765?$xQ`WK&?ri^Ovg=>K3^GJ;>*(g39s zw+=j>VLy!x;3FI~%$_w&3!xcB3hAcJ&fCpCHk}qWO-MhfxZW8wd*nMi`p+kQ_P6A! zYiJpNvN;02d)2y!(g1vjl)jO?3wcRRV61$N1$N>M9e?}QSg~2^5+E{caUCPvz7_H& z^W50^XRrr|*F<&r+X%o*0I`ZiyXCj4<;6(If!b=j&wcTB%bNPQ;Uabboj`Iu^$Q-Ia3*EQxMw*g%H)XrLfP)!&pwX_ zkMwbhN4h4-5xxS%RI!jHe>A`>$+yUhY?{3C2PhxEyn#x@AKFFyeDPKp(@x}i)+@8u zJp*<4TkCy#jz=iXfQ71VgaoYNmlcD%4WZjSrn?c_K-9Cn7XXy-7B!LmN2p=tc%MLs zbwx%f28bUkJXHNPd)_m9wK@Q#JkK9AIUTUjRp8({SOFL&e^M@>Z*R0w|g1wSLKZ2DesXp!{ z&HC`5%t(H|jio=Z>!Q8V|8-+=cyjjg&`&c`bdo14YC03&3X};>zQ{v~y5T zDe(i}5Lq=!I-<&;;HzssHo5D;4eauK9L-}Lgusqe!j!b90NA5;CPcd+U9i%)XS}*`RfzKJD;ZH^qy?__ya@|~EYc`nYl7rf# zAH0+$uraOk-jY-iek2hrr*-twAIIrG=mAu39+vWK*uy z9;zq}QKFiE>t@4%qAB%s(++7<|MY&YxGb+7#ts!Cq4|PA*i@Q1;_IwTYal!sRD9Rd zw$Z94!yx=49^O-MRs}dmFAZe(4)FYkMzR$~3=?MV)mKOy5KnKU#;Etirwg4?9nkuf5Hi#xGa|KTXGN5+uS*+|4y)Vt{yK;0&P7m%@B9iz|W`Z4!? z=gD^xc9k@hHr^^TzaRVgA-EYu`Q7GY>W|%b+inRno!77*30m*o4a81kkgV7pQe}}+nWol;5l#j0wjIUi49qCwwDUqL* z=JMVz6)1D7{La6_WTp5!2z);@!CW)T@83y7FyvbB&#a&j#YXk+0zl<>5GtMJQwIFBuirE#j)TsOWw`Lk&;PXrJg}e zVnSZCOOM6JCE3+yEhX&jhU)}P=tjAcIVNQO1w#UM^*h&9O*gprz8>_ltBFModjJrH zWUSa8=41q`_+EhB<^3I6wyE8HR}_b= zs)N7NMkU<#?wp}BEK*KXY-S>5Sazo61g{<&sydV54|v6O{5B(^uV7!x7B zDs0?czbXQi@8gMMqNF)n2}!<0f@NMdh`03K!p6=)7}bl!oZ#~E=&r1Dh~~l?-GOV> z+L#U@wX#B~hTx^W{2FUSQE7_M30Ig{q#W*6(~#knkiWG_u602a>Q}<7PPa~&6{Af~ z764R$(eCDmjI7$^#HAGkdL9~z@wsvn53BkA5cg8^tDV7Q@a0gM_7_u$CC~#zh3~?y zA0SICYkh^@a}_U>)W(;E1X#==y)D<}DO8-Zg_eJsBGV6IA-h?ZwR{sYZqgOYED-`o zp-kCU(wbN9u~z{N$cghDjwTh9N;d8J6U>7Dkj+eGB!gX>9y5wSF2Kwwu45k)&G_Q` z8gS4sxEhTOMl(yHehg;VLH5$}*pj>|jLVE{&lB`BRgBNs-P-@{@<6n&sJaOs}`@tp3lBPJvX8stDVbCW#W~m@Ugw<>y zKNm`6OjRWoQ!awvQ66j7kQu){ppSWLuKCMZ?XDU0O`D{RmrV( z>jMN&TN2nI_BHS5Fdw-%+XwC@3pr_EZ%VAPKw_#ojUb-uwGKT1d)Mk&p6LS+JCDZ%=q}56kK1W%>5fWMEd3c zATOjF{8-OPS`;=J_lttFM0bp>lqfYFa4^4zy)q=H9C2k|adFeoFf|BsE-3drR0O0l z&BJt|fl|iVZ1v9XIT70G1$+48EB0ZNEd&;-y@Vra9Q;;X5%=~oBRW=PNXMIkNj9#v zy6M24c?Z*%@73L`;Z#`)#0R=(i;#8^FRGU=z>Z)!XHnJ}$vFnyH`N>iia!k(GP`DL z2U#sGC4XVO3hBGGT(xA!1bWCbxC6(7=%?=&y99@cod69&erf(0V1qn}u=odF$P-Lf zl<7;oMt}@a}A?k49w%c;)LSkgBOm)%^L9@H{>`P>t(} zOk9-kYhvxYAugWyTPxaS-eC{PWP)Vv`@+=@+_(V1LMfdwli9|!#9id#`;iRcyVF(trP&MUW{6)6=i;&Py3ZjpE9;-b!2x?}Eo(`GM)LU7>9Rtbb^F9@Ie`3WJUTW#}YRTR`GlNm<#;XV^h0fql@ z>*DU;r`Ws6Usr7v@39EJmEe&Tc&4J~@1E*z!o7xmeir6T&ceRdtiqrhfktxkn$8pY zQky8X+27SF**Us|7YscKVnUR4u$vhUd%rZD3tm6D10cn81WZWXNlV_w-uLKOIuhk9>T2G2d#YBr86_C-s9l^{OnG6!-jU`0 z+pEgfe-uG;(_x*wjD1`KBY*S>V~DG&ykkQ_a7M|YL%b_j-u)(Q>C|6Yt1|fEfwTRUk=7^>v$|jr{)%jq#L+5LQqjYdr>Q+^D_nNmEM)Odrz))W%~)1C z0xF2qLJBIPq~?xv!G0*=MMTkrJ)kKV;pj7SOx?(bp3_m#E${oER9+PE{Sm&}b=@-( zd;Xj#TI7;jztW2ClRGn*bM?lSoaOh)n^zq^7_8NDj7hYf-zqLss5sGN8GvC&UFlNm4z_wBd2;d!@;~8)`~)F*VN%FrQSpVH>_&F0Dr9-R5AB- zix-HyzR6CS3iPmRFBTHq*2%qUl$wsy=R~MpAGdD@*~l!?OA{C$x&S`zJ#rBv?J3A^ zN^n?k#){hobRe2gr%;g*@K)4nUWA{0F?WJIS=og!1b8;)YaEWC8F-)Y2JN!+aZzw{5Q6|J;^Zwz5ED@c`xVgrAC0oO zeif0$m3q0KcVt(c3NJzBpB%Y|}*=J?472|yI7-5Qe?eJ%0&Pro37PYq6tgSA=g zP_$SP^gVX-*k9@BGPQL)hJk-ekSw?)MWJNalcw7=fBl{`ttUyMpLSFzPA!c( z&FfdKeiH6(4l<)TaNx)X@GZ2BRAuZ7#Y55z!;Ie;Pkn;?l*`4&F&MQEYAUX&?bB9s z8C4v?!Lc`Aa!s|^&Xeuq;Zhe)HE0UejeF;reO0MZ6WlPG^}IVumo%X`6^6eW$DUo)bhU0~iKFBb zQm6jpg?$}F^qhRlApZ%Q@=J6S>3^sUwL*a~wS$EhGH>|z-cZiiH3D#bu|)x5f%nO+ zS|QJ8#jqU=W_SD;7sXb1&IyE6tM(j*+V>#pB}JCB&M6_J7mwhFGYogjez^5yIS&7x zQXP-lfm=mhhczh(@h@CSZDjUsqzT!mGH=wONQZiq+^p0fNyl{x*UVdrSf6*9V_+3q# znQ*u0&T_o>_X@%r(N=BJ@uP4;c8vNxb6;VdlCkSl`$aagg=yW3O^Y;0Sd?(=wWrFD zqdL+koBO|hD-NQVjN*R%O0>`aa?kq)se&0eBn%&&)8K~6PVSRRNb^x*Q{k=-W4Fpj z0+Cl^g~UN$rWH$=3d=Ds*A!T*xiXGRyxDk86zA<6UQ^R)xl%X3F%{yuvP#p*mJs9a zpi+kDe&)dJp9zscbl$X1B@#v<3vTgO^L!M`qe8KDXW@i&}-NCe`V|^6nH32GICXA~$ z5v(m&LZMN`rAlamu}mH^TAFFwL|p54;rnaQAWO%3v!Ie;c??T3^YSq(Rb;9>n+8IFZ zG7oF!{HDv&FOub!yJF`3bMD-M>&+I!%XVLLKJrV7dw?E(! zO}c!?3P?rLN!OufJs0kqq<#e!9n7mRfBVyAV&IA%4{8WE)14r+%NlW)NR51_1@vZH z2Pyes$|#QWQI!l6F`9i2k6z1jAmrk+EANrge2Ytl34m%S(X{O}IK;V>^-`LBM!fqu zBD3-c6v+PF^~-{Yr}OjC2TzXB9X#s`{;*2$i0R%QBjQf=U;jl`GJ;bkrBQZx*Viry zxT;_3Vx@Vfaz@cGaB=;sh2jkc$BR!MgRXXK=EBJoz<#+Vxh5lwkNs9xB~4|-x95IF z>l`odP+1T2Byu2pBdt^ok&-AvL(x9SY38L9>~CHPd29QVbB>iWhkT*!P}JoUH{xzU z*G%A#Y?fkWps8dr`706Q_Xo2}#p1NZuZ*Pe&(->kIEWRbRza#1LwoIxy#ZLmZ~wB` zBr*k*OLD@AOIZ9jn~=eYKHU8*9B?8Z^?UU-`kqLLPeo-V>`+XAQMAQfOKL6q_lLDv zx$(d9bS_Je^F-Amg4sMDj$x{|Y^P9bw|HnP?gD-HApBQ!DYz-+_PEP+Ehu%GRfi($ zO@_B7>RItzLtrWCCzfFjzGNAP%ttk7^Do9hobTUXTJNE#h7 z(h0QOVW~9QShCKk!$n~nH2Ok=W~fECnS;QvevVC<(6QBp3i9jI9hLHrPQdQTY+Vsn z!7VqGFq%?Vi-H=aJd%MDchHPaaKYWnTeKjLnV4Pq5^cIcN~9ZN4rgfz4<2!4c8tvI zQO`I&fL>AvsP1;B{8||I9ZO>1?g4&K>TEP#DdiQH~5;b6!xvaN+?!PDtn2 zSp&|w@PY&GL#3KRe}DI6Dr$G?sUU7r$4n_g>;lSpQKa%y#>lEvlsgzEiLu5kXUILA z`k8$vGCIDZ)GJX?f?Yk)(AVh$OAnZQ*e=#}Ainkj@h*^P!+tAS-H=7vdMPQACN^Gb zgY@)v@J|UxGiXVnNvrf9A1N!7SDhM7;nRAtjg5|x1Qd?ylFto!c?E3HUzZyhLrB$) z(XBcQ5u^gXqMow!8XYy|903+(kKAR0?{{;La*t0!pkHD#eZ$Pu46~*8WmXe5($juH z_c_%y+gu$6swR|~=IHA~++=%(VbAwG^OhubjqBTzv!Y6s_HYFV$A6T zVYJGojej$tr|-O0ZWsWvc$mtC9OHH0O*Np5d0MKVrM4|BjtK0q9?4uWD>K9Qn9lug zlEdd)2&8VxkhSaRAVD^KxJ!BJa{pz=@NyUnGBpjzVA+Q*iM0zF)v%z##9&v{apvj7 zY(2hY-Ajr!Aa2iO4Y83nAsrea86qei7WORp=q1>IlS&4s=%Yi?>kiM|Bj2B0XKIX~kUY5!wegj5N01B+`kxz8At5^Ok(!SU}E zZ)%W#P%Q7UdiH!r!d$GY^N3y=o!h4{N&g}~>m13$BE7LBn|Bitnh-)zN2rOaY6Z{CFz3;-;dgq@ zd5J~Q>rEo^727fT_$mBx8d$HvWL?$9piF`#3`u9WnzQguJSN6PS0xa!p&mlJJ>H-RjoTCSRG#LY+A+Pw)>82CcA;EGdRWOu&FdMt-Egg`7ZHl#W#Mib zGoJITYNWj!?(85iSO4Y+v=(GKrI*_JnA)ipOO_*v!2X_<+04K1nDq+6bOz&-Sq4$5 z4m@I`o&{$f|ET0bGql*Uy_)eG4_loP&VIGaqWTD;?E5~qanJVWfTENx zO=efTn%VMv!4#SO@2m=c#(Tm4NDyqAF_#LZoWBZi8vEDnx;Nxw`^KK~v`+{^=cZ68 zr~bp|v|CvlbhLZxxfFX5cd)iHHu))VSz`aLi-+6ww*+>j(YyX5$d!{fBvxDSUE!y% zE<*oMwRiyuzCjtuJE?ra&lw%*=IOd%oNXO~Rq^IX!CSjBYsV=Ngd{JFhOA_?Zlv-P z$MYR|Bpi=`Sa~YVu-}7ZcwuPaMU6y_2xA_&BW5=QkJoOvR-}nx)W|zQPaJ`{{9bNE z$vc*I?ha8+CO0-$SU*k&5J<=mgic7|*Wg*T8Ardu^RyO?^4Ab`(?nX{F8SOgj_xuy zpo+SnGpJbDORt1HUVsZ+qQqhDK0%w*QKFLFMYCP-XtKNTlebe)9w5JSMPQe=xCRz>?R{ZB##W7CKV4bZsi+X z^fPv_VF3I?c<5=&R$$sX&uM&N-*;pnBJoC%A;yI&f8@Yc4Ud)PVsUV+xEGK>l55`b zDF19ntTJ5=Zvq_qDTm;-7XJ%|WhqtM}+Qm+4{I<%Q7A@C(JnE7)#AzQ&4{QV3LATlrX}m>w%+ZXdf} zMI|QiVU-Vw+e3bC2{qgMF}kmw?g)o)QDB}x??e>*YewG{fQ^>J|E|!hLM2Qi2dAB& zj@n!kOHZ*K;f8&c!3keO%N%0MjAfFg=}HfirDbIDJ3f=2jFv_Iqr)q@_aX4gTDgT&UPZ%@AH)8+*|j8Q$zLz4 zTDv#0lIQ?r735GinIq&Ya`AC!4mGJTdI|D)yL!}+q)=>={i?OpZlFXBj2^u+dhflx=Umslo@cG~ThF`hZw51S9%ns{ec!hKmH|7>-MB-I z9M?@jA4g$9K6REVzN68>=flqvIJ4>3y9SDZUDr}b**M!Gm#pFZLya&JlB7XR=UWSG7t zH_fbpYKnHkD&cNXZ+mM0`iolkL`$nk5xZ-CtSCjylUnw^c*Gf8xNpq^{G1~}DPxfX zJx&oGfpOr?Rn~QOPnV7fu}gQmvU1b7{t%MElH75QmatJ*c? zP|13g;#uf(oVUvv9&ek^i`R?+de$r+tC^xLyr*9Ou?#|i6(F41lkR@fMcW#adZ0ZV z*Ho(i2v`kBY%HZ~j`PdV=+o|BEo(+33Q@Jm{_W;2n9<`QGY9kG|6(+lh27QrmZm)1%s?QL;C&) z@~NTJ7F}KpB+Jbbip>zo{(WRif313$+&)v_TnB>m)bLP}u`Nn|aMrwjeyoNkrSQHN z{Y22%0yZjfN;uJop;v)rO6XqIZeZ8KwXxMdWSf<$u^XU7&2yWi^TVx^1-PRfqQsBS zlX@uk4-cn1(C6%hVoc|&mG+0-%iaCj@m4PSn`ia!F?TM@_>{XTE~!Imdo&9)Pq^mF z8f>-2>yEd8_=TwnH_-~hs5RFQSG5ls*~>1P`cvP}Fl@@%Q`@!)VCjdf)k*oJWEXHF zl*XnrB0Dzu9CLIq-W%f71y$%*Lf`b+KDXs2#ojq@uW__O19%QQ|QP& z+7|dy-tS6Fb&jbMPBF*cc_CXQoXz}n>v-8^bp1}m?v-dbcs%OOOMrm< z0i8R?@osb2t#f3M_thMM4g`$nOS355f^}OWz^K)ts2^cmwqUkJk5(9({s1Ll@n>TZ zq>zQcR#yEOmhm3byX?x4d>k+h_gA)kyDL9cv7p+F=6o67CygmorOK$3W z6oJjCMt@)bk1t}V#ecWJ(c9LS7$KDGyUGk%)ytx9e*>#Iz1iG9xSsky+qC> zPHXb_Y!7=Fo43o{u1#_fA%5xN85p9~n;X$g`dKbedcg8UGYA+tqgm z9;+wSWfPNw?&N;HnVmEc4TH<&QfVGj z0JO&gu1dIbxU%Io{1_E;c|8E8TR8diEc%DVc?aSmUyfLhI{K^5=&%0BZA9$vNNS;E z!B`@E`)aqF{(txr;Jv%{Lh_rRft9?`$*ef4?5EeWH`>sc3XsO3cp|-p_Y2|~Z3&Wi z#|_B?X24SMlwFSR3ldR$CYmg|Gz(kUgaOk*o~R~2LBpgrSwG0appc0%h>&{UA9g0zh^^T?if83@jh;(#&ndimPXQB2~F%c>`GRXeS6E0p$`l_||U)FXkJn3grD{}<=h+_KJkXqs2{s-hg&j`D;SscrVCQ}iV(*s z8A3*Jkx_=txCW0IXNw}aEIQ(TQpHg-Oxkxqe-Wjr0vr!1N?mVF*mr5wWJF}pR+je% zhD9?x4y0t%Go(2@Q2>W9$b-Ls?&3v4l`H-8kOQNy+t5DK#A}8tBhQWQi=*G>JZ%zd z?}RG3^{eM06f-qG&V9OEaYu zZ$hPPadj9aQh0nS_V^jO+ad{+gqV%Xx*gIckJ-XQkiEnN|=2m4Px^&9i)4eaw!ar;Q5 zH+QQF&+G+@Zb_2ktyc!70bZaPfE*JSa1?P2fIML#Gu^&WOPn&-p4e08J;q-11s5RM zz;hM!pu>3osK@*+%Phu7c|$*}fwezv7oC9G2Vx|hG)O}s96TqfupVxEd_7$x!9%Wx z`q=*2WLwCu3Ww03YN~@0C*zTBjgQ7X3f12^msxHw`0dm5Qyx4LFQjlfneQdrzWYu7 zI&S-eEO|qv`q4M}HC^-d6z6zz*Ff6Z0$UWD^RNb}{5V#3Zz<>v_nB(68FJLZUP@7K zJ)7u|V45`wTOY*NV}g+kf4ot3{5X{2-lA(R!RV}9GK`#R^IeW$i%xx@ z+8o>Q863GFm@Ttobpch~JI!)I{Z8Qg-7k4MeN*`XbTx^9q~ga-{d&cHqlLAhPO+ez z@=I%TP@(2$K^F@KX~8MSNz4`AqCCn0U5n@_Fv6Y6a*GRj7;h?b`-mfm)nrB=X8Y3^ zO-C(-7Je7FkE0lM)8?Dnoe`PaM@`)NX%$X?{*xZKt;E4YWu1&vK=vr7pM{e>KkQWj zw8bFxI|7qK49i;KO}8!~zqgQ$Lmu9caYYz|7n(+t(Bw>;{c5D<)>K(!mC3b7P(lWj z9SrD2KCOgQ(!CxvUoP``*3DM)m&=jk3ei7!i!Py+Z%In}dW^R%s_h-z`>)R`&9}S& zPtLYu9-Cdj(yu;fx>T5SB+dT*lEA|SM_9)T_}jzJ2ec_2B6aWKVV|j&=4d@eL?>0n zyjRF>QcZj$sf=q_f$18R>i(!E?lx^O!QrQh$pNsc1Kv$`y8G+$CGWSUPC{1muBhk# zz$c(w{|!E20S_u#fQ18L20(4#xqJ#C@{gYPRWb8lZ_a^~GtKo8&sw zk#$@ts_6!TJRq;Clo2Jx?zWTOY0+K`1a&BHVthzcc;0sdXCNyl9CKsW|B{?v!hF<*UC2hx9o-yKv$jEfRBHvZ*!>0 zmb8ERYnnjgRVCKYp3r31-T(=Ce>T(gnz7AF!x8js7SOe=$A3aO;3`0$rF=(5#kv?$ zv&Qz1T_tQ`Vq@XbJV@i7SJ3aQ4i+%RDU&24-dRU18%f3oaLMzCX{&ruX??qvh+;>U-?J-vDB4A+-7Fz?xU)@1aBWkdOqj6$xzI{e zrJ>W18U>1K0<9mYrS|?lez*oW%(gF0mLfWCeZ!*g6zwFWu;ru4e+n*ZdL6YT_VcAF zmL~=iE%6lKRmd{HI*7VRwNRBWlicE!41^6e;4SpaAJuv3EJ{e=6-81&iS}o2nNX@1 zj>O{Es~lg=+%?gQRFNpi$ECR^GPwyhJgF|hf~jTXQevJ6ukXzu^{@;j$U8x&9#?qt3Dj}`-ZEY(x#3qu7N6@&8ze5s z0=x=-(|>ps*FC&v)QkEc3+Pgat72gYtb;y~8cjwhxw8<2#DPzfl(M4~<*pvjMn8g! zX)^Rm{t-Za4=Y-B&t7^T_E5Re%1c11B3bN}_@6f!d!e~-JECW(_dD{)O@~g3ywSV6 znkHU2jf+m-jCyM(-!ci^?6)PA^-6CWs-DNMvOsWs%9JH6Tc>`zg&|}U!b)gPjZS4# zmJa{`-d?obR+J#sLGs_QioSorDj=X+mdkmGi&9V1@-_m4prQsEFU3ZaA3HJzU&d(U z$n>a8+PEX>T>W6d;HZrDYLsriYI>JV;en^oGC-hW8U4}Z>3f0A!QbCmbLbPYQe?8*Dc;Rc0;9=h?gJWlDF&2sPnUO_>ljCD8YvY% z8N2jh3hPEDiMRDBn!2&tN)h8ykjO|7$V+UzT9!bSorvWs4&afPqVn9W6zP84P~XFS zaCbIX`g%xurja69CdS2=@o$@AWB?U=95aS6aT^Au^2fwwUaC*q7HL7T+m~y*_yms2 z^CFn#WLAg11nsL|wW;UN#3Iq+2tz>EzF9G`bAG#m(_yD+{_rDB7=X8^1zbArNgkZ- zH1~C&JAbn+p6;3X?4Qo-ERrOWz4?InlJRSe(5p)db|czAV#!*VI^l0 zC%GLZxq!Ai4`s`MeU~(_Kp~!MWwZ`QDRgvzsHGN&=xjh9ErDpEojTev6!mddU|+bk zDNkFEpCD5$b=!;fBnTPqtrxv+p!5HwTeQg?ao7OU>%@aEETs#6vXbN$Y!(>@p{im` z!~`wPguW?%+{I=rd;$6h)mmm}#K$H#y{xrCe$EOm?n!6rb#akTnVm_34M>C_O(7TE z*k9&?_%`RSRjL@F6iF@SB%^LC(%c1l7`OgCVwsDR0cg}}oS#R-VcMc&QPLkND5pi7 z*yNALig&=Vf8J}!-&E4cc)zQTLTr5v3_E_1L&rFNAag7@hi5Bg9mdj`npw1%4VRFT zGnbSLoBdK!NWXz&b$mp_W|P#Y|Ho$q^_+@O`p_mU=4@P!n94IoyC4A8-G{gN!hR$4 zt41~P2=y+F(17_YfBNwz*v#&W@4#=j7-DSap0~&*A6Au#w`aI)3Lu_+XZ!iq^OzXx zw_@h}X21Ad#%UJW<@x8M`RF+a$d@KboU1xPJ(4in0~efRT3tlGWLRVM4ZnUHzkv z`39(yJ!dQS!eqBcKVYlq)1;xemkga0 zlqJ0q)*?l+E^Ns$b_4ASZi(FtJjVdUJHfl)Z5#DX>ia-)t*YnlOz}wy2ydT|;YWtg z$BgZ9`93F^^L1V7SUx||&a7KNnda${aXGyj%7)AO(onE_6}&2TJ%>r+RD#YbRs%#O zT(Y~@fKR))X^NksX+uSiBCaFTx$mcPi8>iWIw2Nb%VWRLPp3`@szq&omm@}4J zwsT7pU1=DjLmazF*3TuwbTyBA+7YP{MfN0s^Ul1-v~vg16A@lx-Y+1D(k8fxFvY~o zL&dGkgTLnX-^9^Ug~z3G_VeFp9au}Fn8W+lG5}oERqHNqZiwPvIcBO`6n0kw$#g!Nh)k%lvQOvX@BOou*ExunED4P*`K-coTU7 zxY~do?VFNY3bWMghgv(ggl2k0<(DgquM8BDhJ%ma6R}?4Dc$$>6Ow|{9}KE5WEz@Q zhq_>~qw_j6YFOd6I}v3qh5G5KKPmwf#=_&|4F1EE(yw2F?tW{R{g`ebPdi3Y3QiMV z_x%Tk(XUZUCIT4?Zl#9%&TdlWv5=#cF7D38P#21+uU|?R@w%qh@Sr=&PJF<0z&aWp z(aBwSAiI4Vu}kc$RC5S;(ec*L9-@xH+Px-V-`;+T_bHETAE3Nc#3Zth7WF9Xf2+wI zKhyzvg?^dj>zU?YwRf}9$m#*HT|MM~mbi37wXk5GUk>I-ulw4#&!JceCRq_UFctVN zPs4_?ca2FSPv$2m;-CKo4+ppyxVuQYDX3UaX``!jPh-d*gB;>NTDZGZ7-#w1udo zVo&5oZAcx!quLOWI+nX17ke*IP$BhiA`Mrn4I3Y=e$@flkO7K&jMd&37BkCbDIW$| z((bbbo%hqqGqw48_oO7lxvw65@LsWo@D%B}o}Ilqng5_b#WF_)#JM(Qo-YirZlZ-b zh(WYeV2VeT^#@r3gG8^IH55hg!-)6(@)8gD zV;$PLu%d9V@Me%C?QD?cab1QMf98cXW|UWWI15QfCiHw3P*sj|;ou;j`n^2a7_`sIAcJSp|F41ksKBm=zgq#-EatT2Uj zQ9;ZqMyOe?@!Ly>_&a522lT}6WmCH_$Rkkfey%ZI3F7XCS~uY~H!;z;fv->a-aY8n@$=@R8-_Jc<*P`59Y7cne*EY}tr zw2%Kh9J^v>@WKHwaxb?%E`GTY-UM*4TEyV=P_uYVcv(1TQR9qrA$kT8a7{??nF6Z# z{kX*@>G{_m71-d4l5>WHi1NR_S8TWq)^ZB}kOaepzM4VdC$Cc?OQNIxmvT7OjJ02_S@+ckNQ5h!l47~iNr@UM&dYqIVI+vh{TNOef;nno%)Tp^&Jau9?PnE zpd8m9CRNI~f7JtP$IE+35#<@A%|-Iq8oK>jh)1|#)bIYZn4et=eA@z^ zJjG{~GFRE5ka9cVYms$lju-uQOJNZl0|WO>HWypdbTR%-$$07$$l*IqCTOc8AIMOP zZqL+Z`qy(*5Zhq;P|VlS`bRJZR(<%1|HdB8*oOQ*EG?wY;5$(CZ%I{dr4-Up9bJN?v%d z0&#r-n%sMM8t_A4N7$?O!io0Xk%vmaB_=mk04UErGlc8Z{EfwskzqD|?I_sJ)~xv# z3;mWQ0~Z*NWmczn?k}TR06TLs0v!loEHD3J-ngi-%n$hLOtGNUT6^NZ!>riQ3iYp+ zkxpG0v3d zvD6|fa0+U=Amu#YaN=Q*UMr&xTku=VQpdED^O^jm(1J-V2w4xM0%avh^f635ojWvufFb zzeVWea(AfjrO13+%Ilr4eg8Wu7%0?>C>vw;pOYX!2l$ze!A@M#-i@ub-+>sL)xE6= zcvt=@ZIK6qal4thlj6nH( zHbHi!UbyQ&(_W#=*UPtGHw;EP3^yi1X8CH~m%XY&S`KlvD$ykfx|it|u^ngYHB1J} zcus($fEdo3=RYHe>%ULc<%-C-Lm54{N+ca;3Vp>=;?KL2WGNOl?P0TUdsqs3VG}R1xtVs|Ub3 zMFnVAzRi6Ic*Hp|c!z8vt@i)z>;5(v0)0HGUF-Z0BQ=0S^S_cG{>N7*?3j;F*?yh# z?|r-qhOO~N#Pekv*P z?qL+>r=FC*uY#J$@P?xz*qDFO{hy-^TyFpA*#Eaz#Riy7tNL8z1>g+-H^v6$u;XDy zj`heb``;M}VErWkbR%0-2l0;o?Th~(8%6I2^ys5LeRueOZ}NYBXOja9a2C$UHXQt$ zR1r3elbG!DaOA%;*l(ocyuffv3_5ih{=MDlgaw>O&+mPy)%^e2=l^K{bwR*z-3iW7 zRsZbHcU)Ki#^9#t5`$;RL2G~i*Jh58o*n&=uGhauS@%Ee_Xl`}F0x7ZLS%j>7da*y zK$(E!C=+wBxpx3JjJ71oeBez93IIR@sBNoz0Mz;K{{m8(@%!6Xr5pa&oeL6=FZd9VC9!@ zi$0F*0DJ?3j5em*eI}393}2tyOMqo>bPBLAwzXnsV;63Kp9(IQIHV`8fxK|JQw-Z; zM#p~v!(__n<{)ub>h@6D_ciSl z{`V+MfcxcE!=Xf@>%aIJ?K)lx9vDBnfyNst1KD}Un-xcK7rI(Z>ZQ>FzRvjTzRhmS z|6pfe!o|1$CULAj#)TProse)KgYl>JTTW@9R{62$7_3e$9E{@Vv{XkG@4@ORBRa82U2JG5#8G9lkm32mUCTfH|O( zMjNjaH-_-eMK(k>Ypspqj2f0AvSi;$Gw2B{f8a3 zI}#0x6190o+wapVqMzwwp4EhG0(_<P z%73`c9UIM!q`_8_(}L354}It(P+O3aI-NDZXr*xq6q6Aqp+GO%ake68I|Z=sMF}K@ zq1iiI4C=BKDCEg}iwxt_gyM^(-jIanU>4o=-z4&SFyxJKZV-fiso3Q3naR-1#c0(| z!+A=h*xc;M9EIA7#?v>uGn}ahXI{YRxZq%J0&@V}z2>(GCyTXlCyP+dbNsv!0=m~upGpu#eG|s?EzO#UsA#e5XC+8Hy*~y zvg|!WkC8b!2A{!Re^OC2L)T|^@J2!m-ewkQwZ%PQX~%(rd#0sf^OOqKq-Q23&-;@pY-+$d(gzmB1l{mqs^`j1@8 z&i|AL;s=y0%5-vo_+-C3{gu@9YYN^L(DGjWpGA4dxKm7_a5wD?uFu=r;M<4lT#tJ=9S?~;2}dxl3xLhzvBaWd+b-yB04|+I(U(L) z299UEJiU*_)H9 zQ`cu9pA_5+BS+E)w=fjf+kMZpwmUA9Hb2}j*pj*s$t~0Cj-43HN37KXP&fX+p>7d( z?%ylIkB9^!dYLwhQVI!4vpwze?cnpO69M%6&E1KoJj>)o8sQOp8)PRb0D>ZFT>EN2+83c?_g8@b zJ_h~f(Q9j5HrGyW^ZbOs2)YndPyLetgqc_a=@oKK_a-&H;_##5^+F!LGfuDDzw+=s z_3(WBe8Rs)jGVDM7O1J1>S;Uiw0)LgS#4Hre0(mZ#vgaMf~UkP#9ng>kaflwuz3{3 z6hvE9^7b-QS7MkXo0^x(zo+y>XLwM~Q!Z6y^Fs9*^Ekje1nLBhcKRI!8>% z%C$#eSD3R&gEops4j?%-&Q^KUaeKtqKBsz_@dgKn8yTOyUHx#8!+nc*`|EmhQ4!_< z(%w6S_h}Iv$Vnf`T^oXewh?l;Ds`me zqIia0%vTLu4wU78Kj$OJzTx3DFJRa`w+#U;mcn?`fDdtEqVxhdZG422dz422SO$iY z^bagUQ-zta5MVX9_+HUqC$On-f&poo=LdlDGxsN?q?-7?yzio`N!(kOJuQI)#wE&E zEa*-`rDSRPTXL06B)AFWnhJdzrFZQ>db9cyLd?8a^Us!#uMdUv;Uby`CoDSh)W{J!Z`bo74htJjQP z4}7!WcoxUHG{bN8$~qc@$^mA^er?H99u({sv+*r-Lqu6`A+6g^a5ugGNz&9^ne|Ua zD@Us%1SIZKXBog`%smbp{6;Qp1Q~g-x*Dgb>2rpQL1&$-d2ch zd%#u}NCF4N2WR%SO8MRge#3BE@$&Llc0-TqNb)>|8BK?t+n_uA-3E{EI{f%tZ+*#X zQd{DZCne$O5!dlx#!44$j8y{e^bpf`vQwk@?y{ExL%SVuVOrhyPk*^Z3-J%FXu6-N zH7Bjwy|c;ZRoPhn$>42geDzc3om5<+Q1rr63KJ+q-ZPkbPoq|ASAh}Y{bquihI&#% z-`)Uu{c|(lmaeKGLWqt4xsDLA20|k;rVF-yN>1X=DG?Gx4Lci}T<%0jy*Q+V=#MKH zgBZHj$W4D*2IlrKs)Q^w^AR561`)N&d_s+yfE|YnWc#$hF~YYSn&qKA>RHJE}V1 z)QJc>!A~8wfg{l!sfm|IxaL=Nznbla&++ZVl z#v}afu1U`;+ao*yYkoG(-9@^6V>tHM8!%_S$$q%bkrjEBe;Rh3>tik)q5U`gh_*5e z>P$k05okYnxU<`RMeq!JvU6(i;P^w=X0|LvH!-~ZX5nA3`>($WzZhQ$$6dy5`~W=$ z>Il)hCO>J`k@2TDn2Eiyjm%ozBEv2yTExA*-vCnP@d8Wia#%I@#~1854D$MhW7I9_QM9U9B%D((=)qU54rD z<;Xqg&~oEsAb=TvPo+KrxEN@A+B%JcGFW3ghkIA&X+jlZ`KO^^T!K&AeRvk9K$ue$ zxpP~hSmR@Uo;Ms8qkXfPSs4nn$mfu33>w3Qq<=O)4xOAohr_GSxVWHxv!s5p2979l z3gVW39b$AWxQp{Ac+zuiExDETsqb)n)|;u;B^908*W_q3i{G_?AOR4@3URdQl6EWw z%KmXpUy3W+-sdr|IP8~hRQLCMScmCO1$J#ywXOL z5*etCg$iCRnDspn;^-(5b9UT9#ZJS9cm+q-`s3cfd=~3TGX4d}aOQ~?GhJg~-0@sL zqQHhNQF@J58wSU5!F9n(hv0!+j{;kxyhEBSJM*r_sp7J93rM4&G}TGC4#G^@idJ=r za4jBSN+?i&&saxw&_D%^Jo5^HN=@#^LK`50juQM7q=H8x=qQ81RQ{+&TyE! z>iCK4*HUDRcTAx+ft~md$^I)`PL2MMx z%imF$hX&@EAbaNzULcuD5h*mw^r~tb6?g_HA5KDDcQ~KYJTqH(xNq40*h_lPk7SFt zswI*vx{tbHFQ{JhFJd+#{yq$|VoGx1f%+N%wW+?UHgS?(lOfrlb_kI?n`UZx1i>qs z)H^3>FYpB7CS{s*qp7WCuU14&e(J~B6Ov~tTeHzEV#oz`n0io1WPgvz&{j<84O>+-00P%W=U#qT96 zO}IYee$k%Yb1}$tJqY{j1C#WUCjHaL{djd-@h)A39iy(a4sq0dDnC9mvOO0}NWKkL z7N1nS&7tU5AyN@ux4mUC!)hkqQY;y|!c(Xu132#0q3+Do*}UkzoH!)0cYwd|F-%V-44}z!ih?B49l0l-2vZ|I%&3#nb`8)$Gs zdsujYKBuS2{Ug5dX-<9NoTeMzSSs|MkY;c4qxtO2N=;O4XY}15O|{#^IdLLtO{VK6 zgyjw@u!H87@G0{C{X+NN@AYD7^G0&PH5O+|DN23)yFjNHU}A{OSlnWm7$Am&dQM@< z`{_W&<1|{pIKK6@T`YnA`Q5&YPh!!KSKL-=yqBe}Uxl6|R_Lmpal-EKce&ZL^0M`p z+t6d3sB9kx7R!*yF|fV2F!mOVZJSWXQ0_;l=q=q*0LV0I^4on?3+zw3ca6`espjcDFW^noDX`tbe^# zfVeF=_Dq43EEt@<8gCV|8f9Hdz`fSz(cs$nvzU~<(^C;<9b-4vMmM_`%tly-o^<}i zbFhm^U*x3PdJ&e*IUMi8>4_gMXG0!La4Y%>;}X17c*4K7M_+Zw23;9i7#Z_q0eAn!(q9p1;jr|>oCc~EwHdSdcxv+Tua>4w!Y z$g(4)tbNVYEux>(nvA49v)z->V6ZI6()~F|hpGp>Njr&A<=eHE^#gAIGztCGpG3#?X#=K#qI*^Sjo zgXs1$Ewloyfaw~3Hum{^l3bnLk?JYW_;RN7$INdHB1@(W_}YtinEVTB34?M%(SQAl z0>^SuE?UQ0bZ1Xb-r4<*6|c6bncr8U)q77zs*#zwIs_sQ+Oxws&S?tlwytAZZ+sJ~Fxv`hqt%j`fTCi|DR0fW{cg z2yk3rb2lP1omNu&N9P%I{vpAS3+zc*CizfFLQ{oR#TqPYbWC$?cxip#l|IL?yXr{B z9)Z_f{rE~=%6bjE{d_z_WGDZY#dWQ5L#}U3I@^~n8gT-9ND|Mz3vTP^5k=xLQrWcP zlN5{4&{pGCCViat1FO5gosPD#%qiu#XB?u(UgE~J}MN2Okx%idXFjCG{w-EFcnD5M!ka?h^XD_~7l>DN*S+_u-D-^NZ&^1uzK12--vA#-M1@Z-jPbSX~-lstRrzHS3r8 zfv!9>3PQL13ykkKBR}6n%O_xq@{V;TWmm-e2y}#I=Uha*L<|MY16{(IoscwE^z3mG z;>avChIPi2aVktw&GOjq4j}os{ygjg=yVA=)*-`3@U?6jiLA9ZjSX~87T~0 zBSd04)8xhLhXx1|g$3lk_{Lyjw$zz>>yphd4)&gwnrKa88) z5yv)`=_|0HdRzQShGLl_Fy)cAV3hk8rpLasr4EDnOk882W>z#PdQu?Nzd37$;FPDu zAc!DH@iU^VR1U_|$+huWN~r(N;FCa_UsMdZ(9h>4X>ApCT-@0-7JDo(noEkY!Ne>+ z=aEy+A=fKtLea*r{LJ~z{sdli5bNGw%fr&HQ=I{&$a`eJrBW~3?PKtzXi&^#UAR4{vMXw>ye=cf>J|7@w2uJC-} zHfp$@62%t?oIzLr^mABS^bFmfXZ=ezARrLqill+Qf6~^6Z?;z88F35qw>b-?fJ#ES zTTxA1Ax)6Yv4WSxAv?Zv_=>_`64>hIc<()G^2_+n7z}fM5!YN(@t*2Jg+h*(k>A zZL~^Q9L$khVqV+BDEoOEh&;rJISRKoL0Uncho=qAVrd2(QY2mMwiB3mkROk*cy0oAuc(YENS?1PX^(u zzZY3i;_f4b%>l<1?%>04!hV<=!^V#dyVMO1RCnk2Nkz#Obq&9L;E$IyI$D259nC!A zk4%dkV|N!aUmZj0l!Gb?=g;CUT{wS4CJN{`1)8ccjqo22>W)=^R1=)|Qj@-bw?eT= zF}#fknw#g9yAnsnd|VQ$JU`3GP+|yf;r&R$l)Ll>M`$q1z9LM#DOMD!y7FE^_i!gx zq-WgMRUgjab~Nh;c5gQT42v|Prq#^8#K&C_VzH<;u$duYuSY6<4+m!|%hfE^t@U{V zLb&&foJ+OaHIk%kko8Zy9F6}TJ;DNBeym|&&E~q^e?8rQtl8x>F#t|5_Vfkh)&@8k z10<7au!B#+9Ktx0Ecy!RUF!^3=PC^OkR!?{YC_OLTTqqLe1-cXCLtl-()2!E2K&aY za5d|9FBU)9sS#&y{??s8q;~=&mY3UGvnJ1a!%gt$DX@t17h1lH$g{sDz`^g@3k-8& z*-POJq54b~)zaK@FUaE+I3jP+Di{mDpBDv^K-}qJZGZHTv5o44<@;+s@h7N4QgUZZ zhsqFs=P`x;Y4taXP69WAs`?krDRCAFEkmq zx7%$w<@aYt4FnU%qG~nD$v0Y^Vp<8Wb6dkwqM2v5-K6+9hb)dYELou?#b4bFhcyt@R?Y89BFh!n&yfHV zLs^Q-deB&GD}RonC5owujdL;KnSKw7O}cw~a+IruCVHDV5a0qCaD<+mBW@wfnmFNN z5IFjcp6mGMm~!&!wum1TqpR%fZj3;1(+j z#`Z&YAe8MwH^c5Q+NEMl;bN^8sbCO%B0Xy{ZR2QftD~An--W7}R+=m?cjOceD3S+l z(}9I{dTTex?ZpD4|AULcL(#oI4Gti&5OQ?2MvoK_x_>iQuo)&Q8p7Q#);4vV-s|(= z;d42n`kRR{HIqQO`v_oMFylzpzXHIdlcYG~c0 z`6a|;J@ot5Xw}+6Y0%a3Br|s2u;rcg&ZsCP>T3vf4YH*1Od=pNmPm-?NXQvR`L_yk zW&oEmumn5*f|xg0@IV)@S8HV{Xe7x+z>}TCG&SCe>e96O`T0`pCAFCzd`f7ClTPIc zkbfT8+$wAKdtM?A2;Rm51RQ#L6)%mT>3g4~XfYIylI1s;3eLvbU|(rFuZ zP;WF1=ZcQ^4HaGaxV(DV?j*zYpWqkQywjX|TxQ#q5g&3G!h`VYqPT8Y>VxxGp(_aW0u>Z(qVkbwMKe=bo&Kn-XxR!c?!U-pD zvV+dFTKEhY@wM!;{zhML+O+~&gE&giH3gOOy|jBIl`9%ni2i)1uoRl@8(X zbV1bkE1SfU50*0-UvG73BTfe0;1MOIZQi>3;Y6(z>B7Tmf*BDZjmtg{ZE7r~QYa16 zd%uo>GgJmMTvF5{C8*SViK8vNI-oXxf$Ag}ILLzo=!0d!gv?0PxcG}nB=d5^hpRrs z7(JCD0m@9}A;3J&cpj%8W$P!Z^aOtqLB|z$h_WJFxvlB(v0C=f23IZQ-gH3Fx`L<* zJvGa+KRp)4It=*|yU-4a9rL{UPKUh&+^xYl53S@p*ddP31xafMX#s|V(V+`MxlVYB zU6(vXj#dpSO+h#3ne4wpZUKPu_bNU{N{f_d>ACaZwg@(R9j{hIA9J>J-`8vx#F-@b zmF~HaNxv8OA9!BFe2w!nMSz46GpkFp2y0M#Q1>?n!)0P}ZiU&EXx6d7x{8TD(gW$R z`7J;D{o>ed;ol;T{+L+~8$$yUde60ToD61!K}xJIdL!An`6u<5AR8IOH;;veo8uz> zR)tUcW7&*;_id|n%PqKw{Ywv?>@3^*Fh(3)O*>j0^s$mFY4p+E2cJ&6*8R=Byw}&_ z_YEkxE(qG*_0!u4VgnF2KtNJu*b7dPQdY?O8|h;$=@FRkOU^exkW;-*$x7xo!f$e~ z=zZT4Q9~jcGs`DEX?CpxM0$)b)!z|*t@!+qUAmuuGuWPA;s@3wFY6lmyo3JW+wyky z?dvC+IDN0P44j1Y+xQ;y7gkQ0(NTnpz$~IsnFuS%v0&pz6ST3xe{6R3rU8t4)sAE) zNQ$SW_t&2T!6N-ThsNp4d(3L2Iq5KH0-Cuc%IKEKbM@}Kx6a4=WvWVVDAtwB-rc7x z&NdT8KI9IggzyYn!!=`nhCLP>)g^xx##`Ax?m0Ft!Ky;0$)$o@GJxfND$!W83%1;C zs5;&*$b5EPt?N^qSmBKCRVG^{pjBh)8)MA_8L}edWC0|!LzSUu2f?`t$WolvG9?4?v#-f zmJY zNrPjkxQ0omE}qM1?>%35AStP{37e6r0OVaHnGcAM+g3U#Uv+wC+gLfVsD#15^PA!E z`PENV>F*_`im)e}uFg^oRZZ2UBC1!i%2$R(zrEtqid21bNspCRH4_ggvV7zDNIK>_ z${sjwT^KiVC*H)1!B>}NJmwg3<1KrY@oaPN!*|Jcn0($&+=tLZR}N>r*D^!=6OFHK z;EU%CY{kD>=i3xkP#uNHnq1{DI%PX~_|S3$dB~JcK3f{DmYxx8Ileh9n(LR7WNT!9 zuHig(D=UJBxUJ(`1n_2-cfpfiqb`2Py|aD(iH1!LRMV*>rg&eG*>oBK0K8}^zwZnC zTPazvRsBBn`fa~##ujQ6Fu5|Kv0h!sE*NHNx-TN-m^~%m{`vfiZP z=Tbt|v-67jDEt`z2&g?=0=hN+6+12#QS-w_U7Kk#3pUc`_AC0jHX&s5MPpFI1L;l> z;kOkooSStkDmM%LdxZI*l%M>JAP{>p4sHOG^OM+W?`2!*_#DTdu7a5w8RE8+iUiIk zOL-)_n($|M{XFoV^G6L)aK)mH+F12eAp7@K$zXi(??>$CyoEHI8<6sv^`Ca#&q_R= zD-wEEk~=)yHPA)$p7t%mtd3i{C0^;b!RDV4cgZjj*g+mXMy6Z+h!<3IygY#~KUcF_ zwJpsd-2Wd3C3IK+~TsbZ-&FWeMD}MJgE7l%MrXhheqkmP+Dm(3WY)GWq%Z{9~Ze>j$ zJd%yg!aBYl^$62>KyMSL%3uF9ttXnnk3IU6H|G@V%t(PigiUfP;72zlqLHX9@E)IX zhKwWo|3AjwGAhodSr<+SmO#+pGB_c)JA=Cf2<{o2;1Jy1-7N$Q?(RDHB)Ge~%V6JR z?|sgB-@VS+&-ZKAg1P7J?y9b?uBz)Qf^1-9=qT-t=SDA24knkuLP^i2A`@gZN#yQq z9TXZ<=NW8WD&@HnsU2t(DAsie;}en?k11ZjuTo&v(QW9)dxHX4O^QRQ2J3q&Y&^P3 zt+ks`7N;`b{T4$nPs$Y>Z=`v^7s6+a?55)~+#aS}b&HfW9o!^&-yA#gLxn)UFviI< z^<0dMoDAbkzUN2aZ9f|S5yp7Gk2$c+;&q`C@X3j#MwKSgwEo;P@&O5d@@`NDrG-%T zoieGwCvz)Zt3mP;oHGf0)=XSv!ZuwN^UK#`=wk5u&1jy3f4ILoImj;!+{YpTuJhT& z3_Lr?Z|Oa3=LYwo3`%+n=GLbXp4aQyCRqrPUTq=xVVd(#1VjsAIh9J8N`Un;0z4u; z`UtCC*odmiqymEGYYPh9w4k~=(khf4tl#>s6~N$0xYw1bU17JSmP+UMp8FRBB^7LPo=NuLDyfv?C!)p#RX zXcFV9bJgXyVxq(DxrgZ2oNCMb`Sjv?gGgbEf{@uHk&XXUO+l3ZqnZM@-;ZRH6wSQY zPSR38OM~gR>^&L(*gl=rp{+3LCg`e!KFe2lS`n#-UQE@&O0CP*`dttQ&YL=Wyv8ph zyv@b*c6GN)ZSbE&4tr;*6r49_xJU!vJgIv-$2mJUcYs^Nj=0pe#w47Fh9>#o6wqJO zGX1o&q>RL;9+U=qBEBs|WgWUb>ud7U5U)sK%F>gxqVS}em*Qpq$}WnTO=|H9G%9Te ziW(EPFgY)W*-f&pL6ty{u<`P!=*p7k1gEX6w~|Y`DhYAKoYaaA`=yGSZKi0D9M40- zs-|k^_)U)KKgwA=k^15+B_Gm16h}WV4CI!@qQ_!5EwGYq$Gct?M)9#x!krVyBzQAn zkAuCP@xHS6e%Sx|TF1&GQW0W?N)bg6Fb6U5-O#&O3qTKU!3v4VHtG#FiQ)?6OgtkW zMphL{Z!)kJEYbvSM@dZ#>>h2Vu^m7O~cJ3|I6Kp-4z zvejC282IJw&He-Lcx}UjY16viL>u%TB@{ez~0DfUZK2mC*scfvs08bsZ z^+H=TJ7$==N-D$?wzXCloAmHD?u{S=O-tweHC#`zJe31AN;wg?mK9u*FTD#4`8uAb zQ)c&@R$;H3TuftSv}soz?gf}Otm;c{E4!k+xo6X@ACIn;hp!(MK`WZk`?VU| zLF%g}+x))Xie7{2#dWx=t%-&uC6X|QY5c}I@7xZ}} zbC3ur`|or#qUBzD=cxMRnZ{^gRgtd3tRL81mQ%mZ{4}y!&W$Yc$Ooc`@K8AO8!?;RnCU|^ywj1=y%OFHa5ItK$Fgu^U16S(SA zA#WwUGA=@$F<8!0?SCJLXG8R}#_v17NZ z1{lyrJHFlC^{%^LO z&%tLOi&a`KnbgQ-bcCE!3PQ{%_qswcAL{@++c7e#g+TWBkX>vlDS;LORJV!@R=fbi z+(?$K0Ka+3%?s4%kzku_I(77DBGD4dylZ;{&Gsg|v9%y>WkU1_Jlix=RCFO^`p9k! z1B;EUTe{0nFc@*<{o2m3$L-;Ir=7bWP_tu{ub;(G&-q zk{xpYRs^j#_t$1W_}>h)zv{49UttCD-5Qq>Wlg1-k=~+0iaf0#XYyR}p}RWrv5u7! zfOSD}x3meaV}h%iw01cxAKAQVzZU%v%*a308^0vp5cFT?pM9kur!&de zbosnK`Y8bcK@?9QEIHaT{@ zvYU4h43-^4PZqfKoF~8Fo;EDnpujfyn>6|eg9Jw%6Jl)s4-suG>y|Zp2lSTlOPjFM zf$;C?Fw%Ov;(=7-%bR?E_YCW7_eqM_K2Z4cnZFqaDk60P`#2A!EjT`96sDFR!NiX8 zsj8WH@Bk3L@*q+7E9hm;%Tf&rz;#ql$o*=Mh3zg;Rq<^fqNKJEJZt<{GWH?vgN5;j z8BFsMWSH$9v=&0%H)Llk=j-_>aRSCP{yqrVVm{9^i1AqC}I(}3rz%Qyw?NS{E~60A1}#y{Sk zLJyFGr6Te63P)W(UkGujVCx0iM{|Kgtd5+0?GszbD%&n(Sx6_wn{Wf!`Izuj=;*Oe%=8+V?A=0&*WEWEbZ;yHvD`doq<*^Wd8`nWnN?YoQ<4+r>>&IrX(@cKS02e&Hm67{9;_C~;|)SsZkLMr z(fBk&0ZsyPZWaBr?RdIqkZETi<)SWlxxO-3@c@rq6SVn5C12*m1%ILPc2qkbc6x`u$!0KpSra z3}s_oH`yiZ<*cpgTND)leyv$tF{;za-p(wQ1NIGT|1wM5)(B;Ud^@>cS-8zbALLJ9 zp=2!fSXh%=h|!NP12mcf6JEsW?qBPc$v3g zTF!+-Nl@k{+S345dmrB^HpO}N7O<6W#s3PHL2TU8Mf7=1vuw8ZY)$|zm`xcu0x zAYDFzQB3nuWJ3Y7a6DXzzl5kY!8^mlsBw2NmgA5ZalS6tGg5b2ghKE>Ft(W?lN3Eu z5uAq65u5zCSssHZ-cE*^FR!}0)XlqVH>XsUl89`Y$njCmh}TkZg$$WH?l$~m^4B*P zB%2Lc4CVvl(lJy`*YZj7gJKGE#X^!Zph&&*-Veuke1(1BE({_9H#ePzf`a8x%tp*rhG7@gDqBgP2yh6#aDsBzN<|S>unwhaKsvqSl!5uucRhRkd6=6JdxOvVtUHVaH> zXUJm6!3Rl#VrA1V)e0zeRbjL=%$sHibNoK-+8bbJc_PjiYO@W^ICMkJ?dE@@l4yo{ z%I4i1DD-aNxK7x~&bmn*|B1{7biqXe@TZ=2j5}-`VQPinNcs-Bj5N?@Szzt@$ttUN z*yRz?APtPP8g_)Ns5T#2kYim%>kU4RrL8Ru4gb! zM28@n@-;nPjEDh}I%sb{tonO0v%d;(5o5}IVsi};qVp1m0yAudgd2d@U<#CEkD)sJ z+uXA6C-yaK;jQA~C@wkMpAtfN;i5?VE^PA#^cOx2&kORkK*7t^> zSFY)giUlj8GJORDd_04WHXjFflXYy~ssj7B;7JrDlXC+UeY9P>?M`CF(1z~Ud(6A( zE1D=`N!4SVNWG7c%ibXy%1hqO)o_B!R?d<1JPjPsUk(jk-et?%^FUDe&@>FZoLPjl zg_^S|w_wnTN6Mu)=id8FO>qW8k4aVu2is}uRXj2+gS9&;0O&8|AL7kzFbuhQ(S>8(z2D@zy$EK$9Y zNL>ws=mexk+;FYIUB9!fDxo_-P{fAeoSGJU7J$X&WG#hf*cP+aKKaRiLoH7aV8@`&_ zA%+maJCG^F?+inR(@Pa`b9m~MJIEabLqbEU?_h9g`+_Y(2vT-IU8AmR0JbXSh5V=n zX|}U~(&l%I?K;N5H{uL^3PQPU0$>L{^n(cdxI+ub4i6xExp|`B-m(?28IS&Eq?O5; z4E?}&*9NL(b6;DK)8#ejD5&A)5Y)f#c)TmCI@^Np7u3xssD@?oYlO4bD!z1SizEd6 zkjWm_yXnPmkg|((oa7PgExIHXc0E-9_-ayiIFrq}1xno+o*cGb)U|g_{%p3Qdd?mO zy?o#67|dg_&MQxp%Ycz#pB8GhT_W$|$+SW%2u4-+)7^azhg`0R(gud_b9&`VAm2W# zZCp#|yrm#sN)JC1*w!x_is19S-(Kh0P>z)?t<2ORv_)Vw7N z*xtV%z>)m+p#_9{Cu^f;pOGAuwbKYV=J=;oB z-WShH0ScJ5s5BH$58kUhYs>d?0B*OE-m{ch`Op}2)W5H^aw8ObDQR%7wBYMFww?8J zkF`R5#p-tTN2>PlwYH|34q`_iX*Tm=U7|b*zb+D;nD5jV{IkH{w0?$^wur*#Or_Sq zpa+YS^4USe7pUXP1_R%=QqA4ow+y}gRV>)N)G+Vb!^GW3(p0S>|nrtNM+vq@e* z_5eopK*K(hK36f6+neFL>bc*y63!JUCMBbkKlt3HsL}Gm)67Ufo+c5Rvyw;<1k_+t zjxq(({M;A6qV#ecl}XR8xzOg5-qir*!Nf1-xP2=tjU;NgTE5} zum!vf#)zPtquW{+3V?>YI_sVlxqkKW7G49H;wP8{jfb*BzNm2kPmwufV1BK6e9AQa zHgXvua@9CWUguqE3oO*uGdMVK#%dG+12`-WGff5EKVZ(BnWF+=j9-QN-cmp4$h$(N zg*sAa@iy^PQsT@M-V#-g42StL2EMcJ{$PhOc)g!h@9^`>gUV&5p(RBjm8IpD=drRD zD_z=nA1(;INRhJ}V^E9Z=%ssD66JeaIc(rlD7rO^j}XH@^Jk_VaY1hjuw4xsUKmKT_1B{(3xAKF@hNa!+dK{tQfi= z$LM0t2vHtuVkM1<;kdz0u_+bjAqR{v0H%G0$Sg_J5jkN0+1HTwcv6NYl7?q%-MQ9c zJ)C`sAL-fEIT`s~Phi$87a|E9H|dAX)o_p!*Shjs@as-f`V+$D9X0INrv{wkhtCN) zkK&|mTXFul6+s<{+?By^^Q4j9)$>1mygyl0lCxNC8ADe6{m#`iTKEkaY|w9fk3JE< zmiqCGVJO0YY9?PknVL@*i@PQxnEGjW2Ekk&-$U!~|Lw`U;Ho2o9mQ-nTbT6I(BKOU8(sZ4(m_8zkgwgyFv)yeH7ot*9se0MHk zf|N{kS|W?KHt^ZBolEY|R_5qBj&T~b^p;fWPP0NAC+MC_hSu@MUKG`VPb~K*$-DVw zpxF}kTl{EYY>_U!T^kC#iPClC|5&%RzaPS46kQaBwPp}BafCx{j^z6TBCI#F+yD9v za!k#n2MrWl2IPPpvW0i;lKo{`wZ`Wg{SG^6W-}IJq8H7u)XdiN!)eO-CU|y#A}4=R zd|9)%U_RNps@U@dQY5Zk+N3x&+_a*d_3Emx6do3uEW=8fr{DjV*Z5NY$9VqbgF_!) zll%C3)&Os2oi5*Le?lS{m4M>u;g(sm0d2O)O z!!IFRjrw$qfYw??H`lLHKdS$3AW)~MzR*970}Gjhi2WzowYkSW!Ng-Z-n;k|vkhbp z$-kB(Qlo!l>wgpp51ay;-_E8aZoZ-fHTA?vCa7TkP8nec!fp>wNCYQg@+qqPvp(rR z48jgRofxjQk`@*~=}{{M;l(|y;_lCs+PS$aMhjC4cL_2Pc1xU5{Hq-PFESFwmRieb z4x(oCwYou#GkBEVYIRc}7N}e)3HHUtD_y|3h4TG15C4}(|Lc#!y_9F?9znD7W@2&W zA>r~_x_51YQc{Kp6u&(Y4!%$Sj}QO-4VaPr;NP@2rDnXSC(*E~XN>gZd{S*`xLdEg z4NGf&O={iJH~NRgFt>x3Y}esW;yQndqzdjc>A@x|HEvm{4rC7B#dGGhJ$>6 z%^AzZZ9=e`uL>3n0X8j^eR08n;RP&RZ%fA-|XkP$)n#s6ciME z-Ji3aDbwO%qN98JaPBqN)x8)4~ks7B5&U)P-qyl1Cd0R=ehj%YVv-LL7y;WCOfVZJiG+nt*r z+Bej}${*__*1_)+%gh#tiezEyzS7Lq^%3pDXJYjZZnY+PS!e{(G95)h|Sph!>lK5`p*2Vu6<*rI(h z#mk+sT0RDa^i*NMIRmUu9#I0;_ai8YkCj{izDY zAdJdPZ$YzrE!~SBOOmEl5-_Rq5$Fd;Y#Q9&>{{st>WsepgAIbYzCdJQ)H8Or*Nl>I z!Ze0^Tp*Wy^av-x2+sVEVhoyLvieUd!!!F>7k(^N0=%~S^YMUPj7c+lMv`6R+PmZx zY1Huqba3M2M8RdX07Lt>6wd}UMX4KsCYW*#|NH)-?Ogf6-NP5z3p_eFqt)#KnuWM5_@AnYyo zh979MSLht02P1L>cL0~ti5Rh2l;<8ZTMl@S0lu(*iuO@h%<<5*!)yL$xx9jBnGl0B zJOkT7gn;ZD8QnnZ(U`Y>HLrElKFa(7hk=7IQ6*7@^)CpoNk|sYO z*v1gUha@dt^+RRk^sAA=`dwge)?0wRc`j@JpUupH?<+}<(6^KbqjQj%$R=ak^RIB- zg|p;k=93~gxO+^5>=cO%h!W9(;33S+_!ZTgmABs*VQ_ zP-{PKnbYmh@XOKIVNG;hEhO7rIT9Z>+FjwF8$!uHF+{qClIXZGDp9hBf}npkq1d)~ zcC2N@FUIfKSVYQ>H5Z3xpFK-{!85=7)0q@4oQ2u-c?_N66(ys;$m$L2l*6dor6pM; z2fkx(rL;^)RO2trBV)(h}} zH)>PhBKn&~g66lqs(!1F_m{Q$D5j4zm7M&yi50~ciP0o&znBV)$xdn?{S)wzl;3?OCt%;CNsrNhd9Ok9M#5IuX|2=*$}6*S|tz5Ij`|;{>()A z8G}4USo>Fn-4CC{uC;FtshOx-!IFdG<-dS^iW4{p@nVy-wMHfvf1(c2XD82@Js&Rn zn|rNyeEwOi1aLcouL}Y=1 zfTu{L0)VVW{380--w^G+0RDqVw}w20`Wp3CQksQ25%a^hl;R?BmLn^k2O3<-$1OY> z7nL`zqEztezJtT~i8gbq@g|L9LL^ysM1J;N-zx5_DuHcGJjl;PnG>6anzWg3o&X!> zzmf%Hq}&CE3v%uf^FDqgbBm`FkmSLO*6ZBNsS6SP>mqzm{pW+q(*M;~U>t^|Ccc{p z53sL6@(V^|n=on@`mf@dP=x4f0~xf9pRPT7RLuiMPvKjDKv7e+k7EIUPF-c-WhpSw zWw4~<);#DB>ZUIyr zL|r1VZo|vW5W+=|A}h9>L{q8Kl4j9w{c%Ha#?5Z8f5T4DTmovwcZy{{jv-+vHf;Yt zR>oIYK;pyDXsy59LmCnyd{7)wL;Zf9tZWLaOyWCL3Fg>P@mG#VW6_*(|dh_?q6lQp<=rAY@2a@_NjC~FZPQbCAvxazL+nN4b5De zt=T=ItUPBnRW)q?^LbVh_Da%A8hH@zGMkLy=9e_;OBj-*ygpSnuB?K&_TC#kYtj0W zVlGsp*{9KlGLQzHj@Ot2^(XB%Y2yQ96JlwU^Vs{0?GIA{0bU>+%|IOlI0|ycP$lh9 ztecC&S#ffv{b?^s;}M(B+fW?-D!a!w?+|Q!#w^VLMi&45^7b1UL$mGk)?%eZ#~;Ar zX(!J83DNR_ZMSD!(2Wk6=u%LNUgG`v>sF_si&d;;W~~ln<6k6zY)0+yIvdIfoA+^w z%kc)4*Ag?U;(@%09#hw}RYMK08p-`6C6!6O3hWqX#1D<0eNt z%B3*9-vYAGuhLy(6O-|R5MO(8K0;Ln{ z&;>`8xE6}h#xXYF5VYkD#tKS6>C)mnf2v0wlK<w zV}#f>DId`gDqh^A5{jps z(Cn})q@Uu~Np#(DO2Bmqa^;We_17r}P%XSLEi1Q-6dZv1dYvj5UqX&z~s`zC8O3fbzk8__@bfjA<=QaLo{#G zYFz*-Qk*|D$hlMP_`HPJ_N=H&W!?Mo-va~nQik&?m^*~oERtKb)f5Rp?6iyK!4!kg zQ8kCJCRoD{8=#@nnp*LheFoSioxhmA(k>E<63Dhoa7UOMg#CW@3+g>|VKE{Cs?QsAPn zz9L9clWQV_@BN)Q!t0n~nf;`Z(`a}@kaP1t1Pu1cjK{5B2#)Vo0Nn?Cpv6m`mt!?g zH;eT4)d{2NoEjA!2eu-+In2)y9J8WZlRk^qjYD@zLP>z*OUm-gagmqym#50Ms~(h# zt6In)ETc^+wG!e&2#rycDxgh*tQ-xq{M`la~wfi2Xij?{HcD2>NH-05^h zkI(sNX$^W_DV;cTdhN2|@6pr$-`ta5OmM5eLi*;=#U*1f2ySx+i}J81M3)~k^4CZ% z)~tsr6?EcAZdI^g43l~{I9i}`8ZDE`FTE61uIC#+s+t--*3;m5`C-k zBldYbpWjR}GTVW%4K#K>G3tDYMC*iscxu5N|K)L1U68%f>UPKdMovTa5#wf3XPh9c z`|5M30wvB3IV&5LG*2<&v)!+miwPl|un5zHfgzY!7-4mi)rr6OIPW9)^rbI1OlyRT zFrL-|;@H0SN%L-N6b;7QEbto-<>VWOb@OU&u$z&QUhJa}xIJNqzDB)1P_FjW{^Zc- zptRDm6LRu7y2>(mfEv=JYJ4U94TCo@=xIw_4GO#yepvbR2I;-JVE;vcVg{f4D1IHa zD|fFdb>njwHti686u{2OVc#RVH#7O?qZn(>eAmede`a5DMNf ztWJhJPbwzaesf@GYbc>NR2B8^u)Hz*FAo*lx4Ejab6RyykDG5KCU?SI<}h8;+YgO! zyWB}C?HwSpJ?fLV35Q1i$Ihb1gL9QnEkdAzr$W@Bq#~myqvPRHLTT8sHiDN5jUiw9 zw%h$V)6h?(z0S7tUDpSNOfn69dlNE7=*>Rm!)a$H>ViWoAGjeFcEgY+^}Zt~xE*qB z-VY`+$@6~7PZ{W5(vK8LU%FCatN$!X2X?!%LYS%os8nZgUeF?1JE;AsGg5lLAB*cp zVWfciepg9TObkQ=4xE;Mc{sJm(Y++(u#+nn8|2tR2*bK4lkcPnlou)9UsXC^@D3r# ze@eFsw36PLF6kU7{gG2fKWX3#)#w6FAwctQ?wIe5!ra&7<4jwgWt&K~kt&#-hjeZF z>ED+90M@8ZLEFnT%}Bhkr5gqD$9F1}F7SX1~s zSFxhsPRQ0dt&V3=%5=2en9fvHzJhM;yg1$)*HNB?LN7V@kg3IQP70UHcIC9Dof6a-nABnk(bub4h@nf+v z*{d&i>_vD`oHJ$-#1Z%DJ2u%)1;#qd4qH@aO6os6#k$hPOPxQS<~z5Z7UY{`oQ>;R zmDf+LlocA*^Vk+m(y`*NZ6zqhQOn^D>DabYdqJ<1>1&}>hRsDvq0W5B1GWVO{=3pk zF1i&t<^}0!eEv;s(Q?U2<{Ip*+O!SU7b2Zsf9xhv42rAAz`v)b;hzRzg~(r}@<8R# z=3}TG%Z59ip;l>U{bn`#t3ne-S!ij}?)oF*3|H~C`cH%rHMEkhQ5khj#=gzgAyB-KpfV3b&^8^m7kL_bZ<@X%s!D+nEXx` z^U*4f=WO{dd%2@MCjcF(^PJL62(g|sexbTXpOx!vdM;Q{C+8Jq!y?5(mrWD6(V3U6gE+Q%KTp^WR)m}Z@zGHrE2bg9yQr0${W$1P}Gfi-pKh_+?_0u z%$6C{4~MI+L6RRjS_E>s7ap(DvIt#S^q^Dov2>!j1jqG z20fojJ)4Jbh86N|Uov;ZHrMW&KRV|ttzK`P8U)E4L=37;Fsxo_7$HO!88FGK>}^Alxyf!5)AJo z^?k){*ViX>IHylLXNehN6R z!{d`HaIr_phrDHy#_8CQxYt>c)f((9g2ub`Sq}`V&z~!K(I|S9#r*@B^;*~%>J;ET zI&E3BaTpXqva(a@QqB`f3?X&br19hv>BxEUGPi1XzfJD-fvOTz-TOK~H*fGZU!aGT z`+N*9c*B2`+I_O8Bxa<11hlp5Ea_fcAcDE1zjO*$Dar)dHrj7ZE)r#6uG!$-zhBv4 z=&r6r$W+y{4cjrcDlm$Kjt{=vZu(?OP1b3>&tv65dZ6^l$3Y9_i8IAwVS8t@aO~E4 zs~yGWo#P&^qJ^KMWyK^=#Pp2+M4p;)>H)4Yd>4Ruzq(0b04dHEEu3sQKG>QqXjPt@9BKS|Bd-t(~&%MAccX~eL<#AH$pB$;mf{Rc3j4@TY|ebmGigx zmZVXYi?26jyl~3rBMFMhg0~9_mvr&j?d~Hf>ENkiRg(@y%=rpyBFln%oS~5y4=vNt zY-*IcrCuK)0sOP>$cwh?9i7)Hq=z>jHGD!*jDOq^z_I3^Ye6WcLQBZI$MQU%BBm#O z*M5kDkp8@%l=SK}?3i&3uQLEeeTJM#K`@^>9!?YZ6Ai2L$I??i5}bFm0WaRnn-pc$ zWTR_65uUf&?v5bfJX)%$+tXmkk?px}m`-fx)< z5iQA=Bi`EWOh-r(!KCwN9HWC{KaB$_##0z)e#K@uZixGS@fxe>!bCh<^U;Nz$<|<; zhz|<2PPklzN&3z?Y;*2?$O4SON^qIRrg~pL#gfaV>^H`u35&i&rm_21Agn^r(^MK` zrd4m0d;|<+&l8nRbT3akU-Sp|oN{(EU0|KJI;|U5XjH!+#1i=+$1v9)Rd%$(Bn&ZUSC32WfF^@BEUPcnYZ5XO&S<6E_Cp*|RbEZXR34{!6S`Hj6@BCrI4II9F{3f6 zt4;u4F@pfO{~fgr13AR~1x8q{bz}Sm7LD9P|5)Z}n2n}l&h*}m*?MEsmRBixE(lTb z>_T#wVFl2+-(b+-o;m^xBXU(~%s>w_q^#A2NIBR*o}1d14DhpKJ#Sa=_@Gx~+^eXQ zhW4ju#5|uhJAZQZ3~FS*rC}iCbFIP(|6c)wC`3O)VTh|Te%6T#PD&OO`elb=!|!+vaUkw}&hj<02B5#O?q@ zxuS6rPDZz1_ga_l9@1GS#m{@q1@zu8WVJZO$uYHm;hJ|+O}p4Oc6T?)h3<3ySvyoa=AoQ_uX=rEf^Fy={(1?mk z+RWEngl%*|VT<@0^A%SFz3=ziDnIiPyb7?RfkL`Ep$UsNtqMYf*KtedIWK|F>cU)g z+y$VIcz06A=(==!9Q_S)yW=&tE5LW#=6S2KguHugx1G1}G1>KeWsGK7_Jtd>t6?bV zLI1v`yJW+=ZdXG+3lG`l@$;-WJj=xUL*5$YIzHpdx7=dQ>q=pr6aBb6wyiO#sSrm) zh!MQemqjN45%5 z^y9G=c|?}yr)#Mw1)a2CQ8GzJ5mNiyj~EySMu(12lkk5>l{ChckYs@az`7l6|LiCO zSPDYgB?DJAN$zhRd)aPRbn<(bEETK!zvyxsq&+r#7Kq{13*66l5>J(zl<>v$m#4=Z z!IUBLwMj8>$U|Y>+}>eFZQg zRnD7-Z^#XrURW*D9<__A>^6FSpZ#YVJ?hQt!MD)*dUNV>z9 zP~dyXjB0UpPgNi~jOhq6P1Gzx+qa(YkEafel06^K!A4YV>3ansX!3rBJZoKVOv*WD zQRk@sE=-cxJnL7=!lI2M8OVOc4EaD0#a$8(Uf_RpK;Sx_&}kk5TONoJ#C%wCBM5 zNB6xt4Lp6KtA=P}rM~^i zTU2jBTs3%hsCH8BiM%lrA8M=I9a2>i!YR2_eZt-Ebo2Ry)27lB{bK*$imV73;pCj1 zIP&{?Uoe}$L}dY2<&29+p(c5G#UaOJ4l8emLZ5H-v5QeGa<<-fStQt*z*OA`mI*Z3rty{*#a2~-`iJ{MyV_{95nk3OAS&a&R(-Xq+%DmAS?o8&(GC^J*e3E3hVP{R0-k#LNT$`IX9tF8 zb95^@V%ae8{`a|u@){Wh^$z)zYjJ@eA|1J=oO|wH4R}-W%mZ#^#CN*pVfakUaG2`I zUTC~*xUdZ%FA#(xlAPyocBV1Dw4KxNZgLlms2`-w$`)N1jXu^DPx{9_=3_^r>o_RX z6tsoeceYnlBU<<=3%R2Gdd4kJA9=;;ODTV84ug{1H3xqf5dtpoV{m@S$QirkZS%Eb}xlj};RUgFL&o3eY z4YF|8wm$(3B2ulpU!1njiKVxU1#7BAe~ zJ?^~r>D4QxOaZ#O7*2HqvF}T6=DbhFHLD#D79PE;@G=LLK`BD*9w?*~hu6m><7Y)* zij1MKn{Gjhd*|o*AUr5?Q!N*;9;Zd?h3mOqO$AM7o<2wpesspLMZI_bd(WM!|R_3>H3C-M`qeIZ=b zpa1*CXu$s!iny4H=iT=j8iWXmT8!KldOTfCA0w2fSi{%*ev75tLEayWGu*5LG3O%{ z+2=tqg86Et>fP@b24BHCvi`aE8!PSJ*je~mRvyN3Y9rLFyWEymGHk2>YlIG_+NREO zbFw3?jBLMIp!f8>>>ijBq`|<84CP+mL_&`?nGm(1*Hg7&wq&j>&2XQsJ`EFi5UvrD zR67i1Nt!a4y4={I7grQg3Mt-S>g*o^ckZ7b4@Y(7%Onh|`EoLzAr8|nx4NKTa_{m3 zLcsb`@?!%Z`!reJ!B9HRJzvzWsUg4@&%tzO9+nHk!0>I@MH0rr`LjUntvCvmyu1w> z2_J`R)R&|g2>*YU_?7X%lfi<6NB8K;-PLYi@#BoBkaWEJ*e^g@LlcImW}5D7@bHu0 z?Pri9-CF9Ta^58|JX`+cu$>qEK5xQ3Z!){=Wcd>d78~SoQ*FQ1|9v~zgAlRR00R&O zD1Tpe*5IU1sN5;5EUBN-R=u5?D#Nuy9qop%Kw6%vDpSAv44@=0q{kFpvRT&jph#`) ztyZTbzTNAnAU(WNZNYFIROsbibYdqlTGcLkxtE_c*2Fr1{sHItOP%|Uaj90WopgJ+ z##Iy#>^;NyK*Y5;8Z>z#91A0QTgeh^Wns!4rP^sPQFk+Ki6*R^bz<( zSN0SuE`5-5WVSMY&}?*_!|7F+{pr0IPN@%1QCcqW+?2*eaC|SlWRi~@$N&|2xCf%7 z_Ce=qPa@MMQ#`ieZ80VEdqIy1KC?D@1wmLJM3jWd{y?sjNv2D`(paek)&_^T%f~#4 zXM68h5L6x}k4_2={S1m=yQhVcC7RyQH_e%^`T{g z(|rd2TVBAhpZrJGHtPY`IK^+<_K$2E@AVk%n&a9Hw=GLaOlArUTWB+&#c~&MYRDuE zWW*=~K7qWYy& z1A6nyOnJ*S<57eqN=c+m88Q}+Vyy+ZHfzA&u)bZa3voErei2OM0jV4oY zO4MP6%PD`coplz4Nl+M~?bGH!)QBk{foQ%9?!?Y^#bJceNSs3TtFH63+PV-oj%&ag zK~H;%5*d1$m`6=C4+kus=KJ_`>H~@1sJC1FuM`#s8vGteM7WAGzNd#LxQa!zH~PGe z1uo$KBkL`rqKwx5VTSGy=?0}!X^@f<>F)0C?(PtfF6r*>E=lQbWRPZvA?6*=|HO07 zyY`1+F<)5sb+h-res%eU+I?6f%VG;RZN6kQ!zsDy2gZ~swKv%)FsL*X(q9`hzna&S zxoNwW@td3G_%&wORuuJ>WZ6~Z_9Bfj&_Ni{^}Uoz-)>4o#SAgW6=*|F7d~sID{1Hp z_eb>$hE{@$WvUF8?~(sK$*y6bR9L_DL` za}=0UAY$mUzg3VniP%j)P4=X9WEDrlqZ1M{eJM`~6GUM^3-Dw$Ui^t@I9Xal8E+fOmfr7GUFH`R*2inVRSB5ZTK#+k zK8AK_X}zb0QAN3C9rDsrC%;M)*z5Mc=BOug$-x4WRr%&9#G1%6>D&q=mtOs6MHNaR zN3Hx}$7$Nq-MRd2l^%Jy^EI2q1-TC0 zd+uKe3d!zgYpeEQEaKx_%eu)J38iJxrF9dMV}ER$<|G@+S;xj)g=iBAunB&aZ#Ua4 zUlt7VNjC1+K<^eZuVpD&{4xnz=v~=Ozmj~PDkBhk9a3Gr_8{WqZCq3p6B4nQBNeSv zGwyHsfEv^m2CQHZan9{#Dh^;NKN3N#rX^UEo~0D{Bh}N2l9_xQj9sN<1e>9l*8pw8 z5awaYm|X+FC#7jLtjMM4SKYFj%vE7G&=b`>#M7UBO4XObLgAl0P`pT?NS`zs*fWYl zXQ~;T+aN?CX}!n(JA`Evg&q)zy1;M{*KIkpyA&X11_azJPe-P&Cv$++wkql5q ze5nlgzV*0R()&a$w5asj*cfgh2~^P@3nlt!f$(xmA{U@!Rgb=4m3Ns=Sa_<-tQYLm ztBP20{C*9J6_yPRf9}T}7<&mK#$OH?Lb`}(u;WS}?r!di7F8_gdw2TPu?$|cWP@}V zjJpgwQEm}@MGD7PzXy&upbGWva6Kh!$eWzkD2J$bY}1MmB1igrc#2h+-a^HdFi8?>?OiW#aetnwRw_!*AwZpo9A8eRPd1 zhAclEF2K&`?8m*bzQNi>q-3=PO4!n?X~f*N9eu2ZFj4Cq1v$E*l|U9#3)1|FZPL)?o<6z6}5 ziz>4ZC%@R5e#c`V+aB1jmOFeKq1Ixcs1uYAntG(DdK z4A8WbmKDx#=#{&@VSi4A-e|4-JB!ZuNz4RH$!6}9bPu&EEI3&^gl{z6>QZ($*RKDh z7C{k#L@#lkBDh21P`tU}f{KRoCk@S6PXAN13t@b{s0p!oHQ?h9Bo#MfJj{{Z2GU>I z@;(rj_T!pPv+sBJl<%cq;_lAKeQvMVHN$ONSKUt&h34`R?P8Be%h*x#dNkDo#zber zAr-n13fI}739Pr1nmN}e!mSV~nGdI=bzA)`tsBg^LOGOEDIAaE0Hn}`cLVhCQl=rFv}U)(Q1Vz@sV=R4l}=cKp7o?kxq;>Ifr}JXl776(1e^AB zB%o6%4l%8jei3ra&+o-V%G#j~A1rf81he!$~=a&pxWi* zY@ZtF$x@i~npl0LN)B=JaZQF|#}UEXj)TIc^90Fa;+*lX5Bq__U?n{nJ=b2j)0TPr z<`z-NsY4f0*N47-p8NTl4DlZ<}N~jHnrhh=nyx4#*88h;jGIH zd4VUjZ~8X}58)&boZATQL2WW(`3>KPwCEZ@VLQ#_)eNc4%hkfFJ<{2YP1R{lH!U-3 z0_=U8H2Zb$f78cdVu8cAgba|&fNwY;{*H=~hD`aWreb$}q|+2p=Irh(eCjiS1>UT1 z>Aq*s1++)vQ~POlN&J4-qG2BbLr`K zd$!Kg_OsCc_V--SZ)pYGFbl~zvrjoarxf|CVBiquh#10IM#(tZH*wT0f( z-cH`KW*D936><^AljqA0LjNA99iC6RxO?Os2 zw^?M^qwa^xjVr1VLmjdIunEjwBCq(MUiS+!R=vHgr+oLv&sb-GV{Cn9kB7~k^}QK? zv_4CJl##{^d|{Ke!(f1V`t00|o+~&n#Z~(*WaDnz=MV~9EQ-F%achs^9^ZMRUzpjV zaIw{~H5`=Lidgpg4muQp-sBcjA8+MItDfkkBdaU;n9HtVNrfG|Cu5Y6EOS1p+Kb+xKKh>d%!kK?0@SB zvL$3OU=VegsP)GyNjS)PO}%?$kbUA>pWKb0$X!(U!eD~%4C)|tyXE*`{)aGw&!#2Y z8*DXSZDV2g)r{Y7QC6?hm@G%xYP0T6Tv=*Lba%z1_0s`P4*s7oC=Jr;I>pxWkx&p+ z?QMK}vM%*>jmu!m_hOg&M^odIU{B_CY7N01Ry(BU$!z=OJ{c~+Ip4PR#l1jo%Aig} z9()+Zk74hSorx#+AZyzypWW(&)4Q6>bOdQ?h#nkEtC;qMxxi|2(Ho*kDlBoBxqIofgeA%%>40STu5qvmLns zt{NLZjuQpzw(HFiBRQ9~ zs^fmGtmq#%Q9Z308vS1(Sa-Lse5r>TyQF9(+mMzqidx(PmZGo|yy?fVk#;`6kpvA` zc*-8*3;~ZC!OKAJFNZkjgaOcDG6#PnTZ9Eef9@pHeaQ*V08`@&CK@~Zc+mAbb7)>v zKWr$GW&UvfPle5_Cr+IQu8uS+vU?;-DEk-+Sne6QmF0!@rm61o+Xu-ao3%>=j5X`7 za1G=QG4?u>GL5|-m2cn}R$DY$P37Ln3FvjRdPax}HQ8>;VDdjuwrg(FG5hDFkGoAF z>fOYpl4RnYc-|S>E{$b&pRg@8Aimg+(-#In6IB0tfMrTqH&d$8*>D%JdqheJfIm)g zcg%c;l%!~fVBOxQevjaHK%v5EA}GJV$WJ5#$8Zkph-Td90k@S=;@e(nBx8}m8A6P2 z6&1d*S&fH=<)H-XqXY{rR?~?^o*bw1t3XVZPTwV%53@*P*Fa5LdoM?~29rrplES8@ zN3!g+=!=S}+omxI7}-)(9-w7HiUO3UV(tUex`)*d4yq{gtd%Pvo-%*e9{ zK&oCxNdM zebj!k(uGWu35+8g8(<@{EA@>hmxfC8w36~_t}hJFcc^70rg6Ws#-7NZY3V&ja5M*{B`E75-eyZ_p`MeMLO!6EXCuDxS^5PYxu z#mvLm_N*~hewl#fm(=VPHH@XTM?I877`G^h=4OkWW`0Lw$51Ika3B_YvOn zyO(5cz^fOZ62bh(Rp@ZLL05VA?5(|BY#$|&eA}+8krPYjMKz7_zm|O4hdC(<76M&I z(L2xGfv|>Zf5WLfVPTTH6_bQi9fJ@ARF7@F@v>OOV*)o;ldp}N?(1PzrGI>LTJqxN zta@F+Wiun{Kf`OQzdGRZU8YAL3l_~$_tDYWAv%!ZmMC|ewX6>eTtcm1^E=RV-6`(} z?2$|ko()I1&g&@u(2K?yA)`FuCa*Pr?InYN7iZJazq~)i?sx5AhQE z^IK?C0*F8R2XtI~R*S`gH1YwY_uTO%e)@BmDPQtxRN+npmLXZ0QOpZYGmAo zJ(;^r(~*`GNu@VF8%rwnH&!yhswgZ5e~eTwq+p+)tk`XxJIIidri9hFBR^5;vO<~` zt0M08*WwN)pYtf0hxAkP5-N!2g+A1>Kn9RiM2xUl+j5)8r~iIEV~8`Oi$EF4oM}S>K9Tg9?4@#zmDvwMzU3^$63BQs53` zaPNJC>B$GH!e!isVIUUzw(nD1P0W3DOS%30kBm1$Y74zJ%e~?ksYD%!dCE5bdS?HA zBQbE&%Uu?>U$EXYyTU&&H&*5mHW*)gcGU|p8h@*}>rx0FC(-#io=lfU!;%g@YM5mG zD%o9(`c%?kO99PYSXIOyGgk#6lGr9YY_^J@`Gl>T zkPWLIp)v>h!SEBmyuYM-=sr}y!%)@T0L@bjyBk|$lI_L+T3tdF^HKWj9ts1IIyoKZ zcp&cMz@yO6)VA$Kt44!A*%qpJ2hO$g--G^YffJc&V-3T04*cEzNlaPlB47TIToDuB zaTA3^nsl*IGGk9`kxqZs#}3DyzG`^$Y3U`DUopg&UEW4}Q}nCx4~N5N7fjOTKe`Z^8NPoLxEhLG5IjUi7!YovsJhThsSn@=z!h zVxQHMh=CC8FG)~U@PzkiEuBsErcfb`X#ZRD#%cJs%DsmeuQ~iTm?iq-&1LcaT^t=A z3QMO@znWN6pqJd0!(vDAEwJ2g+i_U7^C(ld@6Y=>FoDf_NZZ~@O#==_>WM=ET12aL z&iDd%MQCQL!?u2a4KSA+nxiXAI!#j|%txtxRvX|lTq~78F0TvE{y*)K2nd^yN4eB- z{vPQ@AA?PwaNN{+c8?Q}-A*P5UqLAT^^byA~ya8?Hm0 z9IPey8N`joQx!yXLPb`e*dLzKhRnn3KRO0nl_YhCiV!GH2z}8Q&u#~Qn}a0zRHAa} znyZJ!I-eH%`9ojGlJr4e!9&)5z4plLcyDsw{6!YHY1SynMN`MAB1n~|2Y)oQEq-bp z#1u%$0>*Ob+e2LgmzDP9Ae;mcb4~jZu^tR4zpDNe%3=S-LYO>D4L6+sQ)m&9%aF3b zKtt3r5pnh@Gs)PdokV{XuowBjZMJ+&VZfWgI-;DbT;wNjROf=G&uOwXlROeG=I?S5 z#Z_ILB4<(rrIBgY4_0EQV*7YvJjCKfzN=OXf5{`_hx#q|id{PJ8^rC}-~NvWEKEwo2goK&<$PO1jr5zeF=0!M%c_9Fq2bh@ zdKrpUAGs!>IlNu9rh5^w*4~`qbgEz0_c;v9OPK$gB`A<5Z*XoJgxRv~@AH>0nm8Om zYDvP6H8)sw)a zU*zXAhk)c=eqr|-_ms*e*(BGiVS+RPGaA)Ngr&>C$MUD!lVlz|l~SkeD&$qyUvh`B zAE)U{!HXIO7(){6BEtW)N?LLvi>R}g(fCVU)$CiCB8D9bzK9M9vhmI+nAiyOQ4!Ql zBf)itbAXhQ4>^m(pPGxRBw`XHUKr-N4x`oP@zXT5+B-GISf zD?h&Q^@0EKgTF-toYe~#4h{Ne#boEd8(N1{@~>lX%i*v1n`Dm3B}DxxmbA!;X=XtE zB|aPjzNXS%)V;Nu31v_z2}Nk=FO>k&q$KQ2yd&Ed3Uw)Nhl(e{7`!eU*sYdp^eC18 zYG_XuE7K4n>}t9?+|L+85KjjD7#MCjg$^4cy4rx`Ir!F=?K_T_S5MRdy=BI25uDoa z=_A2zq?+r&C!^OmgiyZ0C~^>tdE%ZcG`*+}pqv))V{2ZJV6wVDK{&kfT!D@e9mr%K zih3_pBTqDc7@hFzFlwgY=3zepOJAw}b&{=Dw+H%X@s8d96TKn^z;f{Q_jCvBS@==X z-jW(s*#v0{ZZU-Jg957sA5RQyAx4F+5=Y{fg0r}0HXhV5&dQt~-zAp=h>5lW-+j|- zgw+=REM_RipQthRT~tE5CG$6y8QQxrc`rQIB-}?l`G8~A9J8$I)}&@iYcWvrE>0lw2*R>=QyS=FM(9bv|rY>f!Ikcx;Rb!r&H zUq6gF+>L_)2xW8lU!&AP6OqEP4uSYFNkM-t0Dd;fs^gtp+iq z4RK=!GZPjwWy7OVQFW~0lQI!~!3bzWOWp;3pz}=~@a+kWUWe;Au`94sSr!)oFy3AN zc$B3*o&zROTgWj-|IjOTSX9 zLy85lQBfuXS9QDbFD+(OxQkWR3nOG2IVe)#?02hYzKp}1FYrg2qHS|)J zO2aa?3;nDPn1_|H0jjDlZ&aeT;zb?BF0uJ1eVvhA8l=pflnH}DbH*a&Wq(#z?T02d zg77K=Bo@~}|0Jyz$N)D*bsW2iZ$q7I#YY-sd&Ag~(ft36j;?+){H?);g5K4i8dUua zpGaGj4?#2RgWmCv#&@{#W-2ms8yS)mmWCgOm7Kya1Jgwuu#a}e6HzA#6y&9&ML1PI z3){$Hw@U9*8(Gswe@{tFG@Zg&#-fKgcvxk74dx^^e!JtdTD!O z(R}o!q0Ybq&G$T*yvjvpr(JW;;=e=!!(t!XulJ;SE$pwQ7GIaE+w+C$aty1V!-z zSwuYjILwP{1^*EHt)#Z&Paz|0d~D*|axrgtbL5yEEhCzRRNuZvfK=4{&Pjg#!ag-i zl@owQ2^|MuB&y#*QkLLYMb-aV4C_`{{|z>_S^s2+X9j0SxpKf5^*)!FeuXp-Rq?6E zGukTDmWs^t{lA1hhIkS?)2GQN9ztp#sPjZLH$cKkod$TTP7ZOYzH0|D=eu&a0HG=> zMrf2A?Tp|}EIQGLqFtsnv1Jv$r-o>6sh;=OTTFO^pN9T#eZ0kC-oOs}{SgJ=07Qe* zj}e?G8DkgfTuE=3n0_&oG$oMv;u`{jJ45Y_n16epawo!OYuk{$=;%lHWMp~TSZ*lq zF>#2-_eWNZnr67}g8KF>>3aZ)3v|Hn69i4V)Yh^vE)hUhJ#=!i~b6e{VxJ@1suiH&4b9r;sL-e}_e zA>12fnq5*#!X1u@wOTd6!H(cZ)}wgWuk%>SxQAC4v$b~^tT)0Ml&FVH>Bl_ls#JeT~mXt-jI znz8zj*ro~xf2RfOLWYKCVI0?OqO7TIX}D?pL{ZrN|7f}L^>G60M1C`gO0NiQ;YWrI zt4I>n132ay%)W9x^CX*3WqncNFqKN;WSWrWC^i*w!CMgI=I}a!OCW zS(Uwci5f*%5U-cVkysVeZbO^OQs(~E^{`u@q+9iKh^KE-%Rh)qzlebst_ zu;#e;S+(`c6^~Dn?}A+nOTZt6~QYkjPt-#HX$Ze%LrbQ1`-V za5HO(Z%-E|A;x*H#KAHF3)anlB_jcG0O-xw1ROX?a7JI_*EpQFu|=j>kAom^|55 z%i<^SrflwMYauYm7YnL#e&xsxN=er347q166aFFX1MY4$*&!LiA=?usA#x*=Nba(*}bWHxX{rAEl zkzl#Yx7zl*>;2u%7~c{a(dwbzQ^itKErNyx7mn7-b(Gr9b<8edRk(LNNqD1Zh^iU#ib4aO6+Qy+R= zdZM2R5=ZH|O zFA_!??q;6-I^?E$!k^Nb&#Kuo$o2OuRV8jnJBrmDTejEGtb4u`h5QswnwLX2Y@rE52VADuw zd+^=3=KKuF>uwB8`vKm2s7I@3XUB#k(dqA#tjEJeQ&qJUvBeP|hL;$Ik-)Yc!eobj z{Z^n38?F<3y%%zm^EAEQ+1U8xet+ikr^jRF_@jV_{Y-{H^ZAie&$UIC3SAop=}66}_!C@~Ie3aWzf_USk9qCJN*h3A?8N*Dk=&#sU<-pv$`fm=@y-a;uB za^PTKFodN;Jmnbjlk3Jp%Pq59kQ*PtC@#^jGwr5k*8L-W=|WlMAW6!Li| zZ5)6$>0@bLR8r)BuQD1;Li$~_Q;b9rONSl6PT(R(nrt9!N)|#mNTO%a466>{D54jC ztn2C&*H|qQy7V#AWJwld;tU1_jt^b-a?}KUvXsRHAhsg-!bfRYn%zzkIl%EkMA^?_ zXF0PqVK?JD_%O|qe#LmX-A+7d@xrCM6Wllo90-hQ)u*E4fu_}W+<{4w#r>bu-lf%n z@_Hq)_m1vCr2a4r|jLV@f1irJPuD3hLqkh{|#SV zA*{30&feA2!r`h}swcP6bP(Ks7TyRT^hpx=oGSF;dqN^{zpzgsvhQripK>XI^|3-B zQ$NZFIy=9gT+4#jd5mP!1?u>cKaF#@EuzY}!h?{P!cE}l#y%NZLf8B8=;gs4~ChB+#R6Zx=#pOt0SS^~r3= z$`R5HASrPVynW&EV;4b&&tlo1-{o=4ui+IDL=!HN@Fn#XB00$$u`PAZnz6MQvrQLC zmQW61{Zp*cUY-Jpt@8fz1utCn?}He2G8}PDqTzox+N9ZAJthYfvfkYpsokrwNq3Bf zTR)=$H^+ujrrw`KP*=Siu_${{;qhYspQR{8$}ZXsc!LfH6S%Y1hjJ~uJ~2ZI|h6I{8utHHt)76nuFlDnVF$0ydD zJsMc+ohPC-FX1G!?=B}-YKGwg6VJmkgO;Z`EO>YSuY!kzfNjQ6g|r#;L0MQNSR`OD zTtK-_+5SSn0&F5VZAwZHP3i9XsGn#jhOs@c8b40kvaCk z-yj1qxpIDw+YUufK<1m*073H6F`oQ^>w$+LNXv*ONmxy9xSdn~CPMmU|9X))4AGL! z{`}Rph5`2Dl}}pdxH@(3GyV0>+4SwRumqW3wNtMhvE#0m=Y!kxEk$p;C&`5@PKE;@ zNp1O!mYG~q82+72Dz}|UPjwBo=kF`0R&a;)saie>73Z>$mw_pGl-eMGwc$aTnyISl z#^CdPrD@(xul1h!Im7KP!_9PF#nbV{L;_E9FI!XZdx<4o;Z~a()yX~Ok(jmXUQPWW zii~tAehd!wMqY!gbaId1}6dMi`J9n;A=?ZbbO0nkdIGbHI6d z){G_>D5HAAfKDAcl?bYxb-S&E&8`|P?{EsJDY!?uFY7h8vwszu-bNsppHFECHBj@- z1s|uWf5F1$RnLe3>WECaT&}wq_?6!?4UnF@jBxG|1)>QqC4t9ND0*?J&WFY1swM9} zoq|4gLjoShtAC|xu-WP_-K6C~6Ug_3tP5<&$=SA*zcya}TnqF2TTdfW-qx(n<-KZk z2bK@wo1=%`h{Nll`+Y&qM|~waoq-##r1dRZr|iOXMR3qJ=RXS=3x_B}nI49o%?^Df zz?yXFb$Ohi6?z^3n@{{I43p!gIPniincz18ajivRmx>LfKA0a0l{Q{StkKTbwzlzh zwr~_h{=F&R zmb;ZKu-2U{T^p19j%)j?sca8OfgD_bd(#MJ@borOr zU@vpjcm?-AYMkCqipT#+tqfz@@7T^?##?iiI!4+gOMTFQ1kRzh@S<0RxFEJa4M>9bbrr<_Xuc{>UjbJ6^KZ1X))3eqUpU=kk+T$9g;*NCEM{Kcu)N$3QZMT# zGQ17uK_aJdmI=VwCQEJpx_-*lbI6!v1CDx5sWaDDeEbgXQ6Lc}g~#OlfGOyjHI|N( zK_^Ffo;4c9smI*Nd;pKB%80aPTWGlP{-iO$&lv3VUk5ERY1wB?$|kAAggT17l>|GS zAPn*c!+Zn~C44*lZaBIk%v*Mmpig$T+3(&L@u_Jo7X{oNFSk0aG;$!`a47}}##D>; zV96wwWWS=X?40=>d|Aq4sYC3Px?DFk^6=JF%a6(y$KU<|8j=6%6+@=n zoa;-OdZ&_{`^8F}W&z|k_yi(X+5%zHE%c>NqOXC=;O^l#(8XU`Q|641` z!qxDRqi3|XmO#PS`?J`eJ>T_NKVh8)cXLCNRo7f+gSCHx20hfuwnQh9N?V!k%2c1( z5ZHJl=+0fbKFk_N6^rj2k94R5`tljrqFt>^Pxnwg{yf>Q3d??PId!OYFF0qIg`I^<^S%2q=(nwv*QuKz^7puD-tSA;j?OMc#c>)~ zv%gHoPGFi&bJTq#m2N0|edzvk@sb)avWxzoodgzXA`y;uto4(aKQfh2u;2P#KFlcX zK{3l2RHN8~Oh}n0xMutUlOzwzdZa#skusOt9T!s~>_xhs{d;o$7A0}F)x;NE=aqCf zTFN^5bLz-;ADVy18cXpolSyy>!l#*lx29-i-(6mxABeqVa)n)bLJ{p-M8Pxb-r4!7 z#(Nef9DTu2s(kx6PrCR;WT#vg0V!AcYv^Y^McHoY`R=?ixLStD0@tzSql~_wZ3;&K?o{Rh@{2N4W)OdKxWP|fWbEr+FmZ0@!X&2S=&OTXRiTTk-!|VuoY*W7Eu5DrGOc&{Nn-hC zUq!-Occ%t#CSh_$R_p773r+XrYk77nZRxx}uyRIxYwl^Ao`gOct(d}(sT~l$v(CaAq<(;1@>QY_ zW%K+6fQr*wFzBZR&=EUM&;C_%gu<7-E1=SEza&L0#e{1H1dv(oS=?Q%p19;3 z;#)VToVltg5w-g$dJ6qFg(qSK4A*`O!mpjBSX(e~Ha^`uN-dlOB#&*WQHCv2Ne&G| zE!Ii}hP}8sB6%;xt(tML_h9UyL%GF4MOIZRN?4mbe0|kTWsnQ;pNC#r{Q*8y`&d7P z=DbZf?h1cDNJ^MA8=k)Vr>TqK;zvbs><>;|F@78;t3Ubund206;A zL-eyMj&FV`lv=+leNY*+-djW4bR+wydq9XcWI?mxNkryq3tp>x);@EqzFTzZKI30T z!z#5h)dd*8Q^9;q%?i`>5~d3WJFh6Qu@7SJUV7@sAM?rsh5|YJs!L znZrBlsN%z+SpbY(XHE=c-+Z>rKhIkxXc)TLNjMw!6a6Zh`ov=)9{Xq>!g5$Gp{{5a zTh|k9YGwdY9`6t`TZjY=~FOx zB-=1=U0m=e^1PRL{8qCuit49u7&~!h>d43SE6kRUX zl?v2;Ng*I#I6k>1vsRN6WAPc;c;5@QbGHUcpZLWs|Q)mX50IqsOJjjLqe@;oQv-x+mGOV z-s;-pneSM;=A+0vuq;4Z@!6A9^%?a{{UbDRW2-bP!+YrIgtnA|LktwSNJIAqygOT& zv;JD`-`!a! zofFV|8wsH%KO8ZT96!uEp7jtw&k(m#5#6G0_q-gQW!bK#YEc%IhwPo6Ehd zq{B`2id4&n&35c_A`b6tKJR5r&$6Ji%^E{BeZY9M=r6%Iy50X&9tu#M^93eCFOiZT z0|Pnp0|799s(-?o=m=Cw86c7?mUdJ#6wjB>Z3jraP%)QM*w~oNE`iMw95*M>#mBjY z0z-v+3=*7vI)^+%@4CXL`EO4Z-UH)8>pEcC6h|cN;~eE+cRg}E;jnA;eW_Qt^M|@y zc^yrT6sX&@g69L#&IF=l*`wbh!A^)pdf~z8rhg?&oGTIuyW(SB{*ase^w3$GeaalV zCG2|&d%b7Pm}Qgg=^&RH(3UeU(Z)&b4)+4P_x7vX6vWuGe#9FUvDpdMc4^<8k&rfb zkQ+4<$H(xhIQrB2^E%*19Qo14Q!HT$x-N_@A(?A-v30K$Q}3}T>xw|Pk(JYv3pI;6 zOV!0%4b4U`k=@3$a{GOo%Rn*7J?)ilT}L#M)aW-@)tqB=m~brJ^ep-%_fE`np}lsP zl`=q+>DJ@sgF|nH->DxW-ahR_GxL-~smbC?>NF1lj>2FhFQt&*wLcK~6-TF-cEFFk z520QJ8Q48E&((~4`1h7N0@z@_&IUytGk;fs?!(0VNZKtEf}i1LK7M7SLkh#vjWjME z_o+vHM;)WJ#kB(brix58gf;|J4#QJgizg8O@}*h|4gnMX-|L-op9lcHEs>1GQ6#sx zIv(YDoX0T89nm@w(HG`jdJN=%a4Jdz;{{SeP6DcOi2tI~%h`Oj`k7nE3aBj{>u_f4 z3)Cd{30+viIxCZ+Fna!ZiWLwWfJo~^`fve5;c0YQivu7)6+!Qgb#j~~95}nfsh1AL)x-Y-sYSdLVo@-gy+Gu%B_<{3V z2tBWM-{Ejz-sGpMtH69lIDsJ=()sd0)j6S!I(EiTx}HqEU=fYl)BV}DG>{bffjumLF-%o;1R+0(|PxA8cbbE(+C3? zFXR(Hk%0|yK)7+zf{`#ru3t@X0AuXVsxfOp-2!`qpg_&Vr_(yx3AbARTm1?U*NgIr zuZkcNoMRGOt5|m*Ac^jL@?hXqD(W4=`D7K*-^*SW+!e%hI@}}EnYN0}D{m(Y@Ku9* ziz|bNB>GJk(|4LHNJ5ruRSiJ89%xr`A*zeSESaXGWU964I82l)dgzHTnEmgAItY$7 zKOXIZh*+^d5U~D)k3lz;~oW@aw?oMAPsBjAEG%yGCRY{ebf@Q?rDz9l4^s#(yoXCPXz5YJrNsewhwMkeJ3 zw})6;^p|;NT6y>-vUm|uGAnx@>B#;Z%F8ck37M{#@KyrhkG}x1=Nf?;W zGmfBm$5l?CB}=WL(Du+j{MH|&?=N}q!ec`Yn5yyMf89na#;zvJ2RqL}iKRZ+46=4By z8q6<`J=ct=@5@sG6s?cScFS|T3JgCzP&RW*0!54`Ccc2WB>}JE3F*U= z!hOISVJx4cp_@Uc9g)xbferx6V|Dw!VNSnMALU*;TH)jKWtrE!eZ7}ugAM#{+-`f_ znGLpLL&Rum77bi2C$&xK({M3l{EQ%CbRXV5FQ5P~tKHwp$+lN4-!)}|5+BJD>m+=R2cZ^e<)f?q@B{%7 zL^yTpUyyDZPIlL2RjizN9KKs|D9|Z?s0GX}yoO_~^4GigIt5X_fvt;Kd1IRn=`9zt z3kBE8I#M)RF4qe=RSt34^?F$GEt%`Y<=_f9Yi%-(~G|HLMn+#o;o1%Y>9mST}%d_An%$PVFpSeZ3%KGD5yUl7%-vnMSZOt-2HR@_ga z$DI|gPtKI&rJ?eeTB%X?%e|YRqEBAQ<(y&PlBx%ejT#Gd-$R?ef1&h>+@vD;376ZU zU}Tp#^tUj~fn_ElFrx>_qgx_q@yS~bb#3e-18YiYS1ZzRj1MpC59Vk6>E=pFoc^3G z__GN)xL(;bI)uVzW&nc~*uUHa9xL8HK4TyZ5e#d-My^N6>N&k$x}{gksNUN?1be$J z6+7xRF+t0UmkU%Ez5Q?Jw0N!y5xf3lS0)Z;X z!eO{c7HRP%T7+zp4P;)Ix!BnAkfaSmU_RKB(|;(#f@l(xJ|f3?G(^xFbeB{CQQAS-E_gJ{ zpKuh{EZ2~}S9mEXIuxocH>iSh`)(@BxDf2W)iDPBjD{u9>*<7dAqX4UE3(L0hbEpN z_d6HPk7F&weYb*PWqgSae@y#`^n9E=ygeNu}-AHx8Q`l|UApCYnoR*D1fR^5LwE?6dN}F;(J_dZPS;`b`?~a66Zv=^6x!i0@0QMZW#e79@`#R^X%={3E0nu)P z8}SVn!oKTT5atf?JN|-qe;bozIQYf{+zIr5^rYrkNQl`C&V$3v6gpw>a{~MWUbsy+ zn8mQc(l7>3I1TrGJ}CH1@bIJG!kWlT-fQROW6LPp-uZp=TPkMS_4B0iV{`Zsh>{IL$qd=59xv`loZUL6i*FabyqBHjzVO8O{rb0-`hf?` z*-I}m{!8KJtryU88#C*7eW61Y@}0dGo(+uLDY+CTH_=0Nol&bF``}?%LkkyNv$K}f z;bD$h1p4KBf|KgtRo&YMKWaMY%;N4`_o%V>Ox6@fwwp1%nnf5qaoiA^<;f43FUYa= z6@;ETGIhYtOlnP6R`09v6v(SC2-sN#EiWD$HX}~TI_EQ8IrNwQekitsewB>VVVxN+9r8bVy9HumiL12NY9lwCLT)~8)_=X0zUX3f&dvPx zInS?(tqHuVjDF@;HiFtVt!0nhyR)ZHU0MOdHLf8fW_^TEaCp(#eXZ98b8T9Pq*k|b zG4z(LJfdz1N_lynr_mKxo~m8(m&?m}LHVO{&wi;Gs~8Rs_%*5jkE*YZimGp;9U4JO zQaYr&8wMmqq@+8gyIVR$K#*=kx~02Ax{>aNK^kU=dwAdPyWhQQ{%{FvW}U@3^ZcG? z@BQqZ9p_8XaVVRE6tg$}d$x6wMcj_}_8ZT8rUtHSm)Xxs(yv-obTIgo&yhqOd*?KxuE>~;ULAe*U$D^7dU5&@ zo&B(0uiN8s?XLdr5}~j)SXVf~v*74)_<+%7x?83)V^OOFule1xz~KQDa%gbLs{o$*?ER z?WtKyUzxbymaSRHUu>>Gdv1KXt@C2KUjfZ?G07utqQ=f2eGK+}N*#$e^RK@4s1JS) z3PLN5Zn0u3euLlGQZ6@U_lUDBD|R^WiOHMGb^Mph zb(FG;u>59;s2c^&5K-^%=M6>5mqlJk*@rNb@dW3bVc8r9=IOP3e!{uaF>D=(#u3yA zjVmm2=cyL=?ao-H4+^#;^DZaQFe~nxDVQ5h+mlQDsw#2>^}E1ZA_eMzY7Lu0Fe^mgCS9!~MMQ67fjdx( zIC$nf5d2pwEn`AOyg*$3>hNL?fS7+4ejV6`T9wviR^$(!%X3Fy&8TFj$1=RT+9|B) zXNTT*S|8=OQ#TkKoqGZWCI1ThA4SBSBcYDoINVs40yHt!oA0y8!f6=RKRX@@T+irN5^p%;ZhHzEVCa;Y4VBa!= zrH)7dVmG_pqE3#PI7L%`DX7+wSY@l`3U*~eSs zpGD^K!W8)*03jg)p|TxXQfoc?9tgP@2m+&rWsCWFBkCD>IdvfsN-aLorfEpK;=;XB z=e`O=n$ig4SSAF)=w;fmq_k46fN`?^^*dv~n!?Wr@@3-ZnC>P0I{6qDWEVB%<&7g;#T|4OshHECW8BNEaY3dU95gmqWKzb+Dp={ z=)%fTbcNFG@JfPgw+mU>fsM)W6ync z4S4tLwCwKFv9F*&&aQ>d=TlZ{TPSucJbIer@|Zo1ekCDh9Zf^_&e_F{_Q5C8J1>8s znu1}$<2P|Q!OOgFP$=^fD5f5Hzh-BTzKCv<4?7w-bZ6TmS8zGG)&z88HUmn!UcTAm zLhu|^N$`7EjxNPPVLwRBA1rzQ2>m>zL$}Gf45Ws+MaL%izWn25Fjv)Ts+VteI zYpKFaA4!?Okf~VX%u7oQv-gEMF~D8})sXp|bbS;@ zAx<|wxTy76&aFJg(EO_W>m$p_JdL>jhpf1|>c{v)9kPy*L*3U8+KZL4{`V;&G&ZIW zeMcocrExg$tqO~RaO8#UlSy}+APF{zA!-hK-2&a>&ehv8G|+dkffD%)*%kS7apCC-Iz^Q^61ZN^{;3*S`ZZ=0wJo-d!TgXVB8X9|Wmh-*)3C$;*P1_U2Tu>G`naDLyS*93o;r<43z$Di=7rWkvJQs;x^w@LDOxu%dRH+OQ{{YIcT@v@tj>=G?rTYlSMi!2wr zlV^#pXc5?jcn1vPdn5!*;x8iUcr9nEuDK?02CyIwj|?=Id{n$6K^pqY8!bbfM7BKc zFS z^g)>stmQoD+>O)f`qX7S&e`%WG4kcMw>%xdV4Zv=(zE>xWqu?j;_Mc+P$c5v8)DIr zx&?Mwf5*$SF&^hCW(r9g^|X4PFa&KTk>trl#|LAHHAZ9+JAPN0Z%nCqWZZPFzM1t` z1fB;q9+cgR{RPd{BKjkA1Gjf6&O`IYpK7OVK#hM4<@m8=J> zwUXKSj;=4o_D!VT?1Y%Df`Tq|rDdt9nwo-$88N{GQS6M}59CE>&Y&X$80ONOeq@ti z92eU`T3`*V5A6!u<5zEHkGIG_;L|!d)x~IkB6l{Yk8jDA23WBuyEZf&neq5zjN-MQ z8*T>Jaz~|6_}^|guLq*cm5iJ0s?6ENUrq$~NoyPa;%Mp?tu70se^-@MUOrV`sxarp0l*$W;9%vvq=?e(pr$Aqlb4#)s14e;Hw$86%Hv}9hQxRaKRFWdU1QedM%=E}~_xc824*aV$m3Hhz z!H=+0Vd7d3dMr@NHYl+tkr9{c>}#!yz*^#Hd^PqX&)P0i2 z#@rW~T49#V5_pHNV3na}T)E!Yh*~^muZjUMtc%<^c7^cTt_wFv8`K#z@r-%Wc}U3&lHn1Reih`2YP#pfmv? zTq^@UjyN5}db^Ze3Zj$>NwzMUP+A9TJ5m1r#UKaLOaA`or(u4I&XSNy2+$ACPB}~3 zsrkKKDR-*o{(~?6JL|I4euIs}fZbxm2F3gzN@B$y>t`?#B5<~>s~RIX-;nZ2VIr>o zpfZ?sR18FjB)wJI?k16j7R_nIqDxh1-cWsSCwzVNbufMuC?_NT{c8#Bf*?P1%08w^ zK##cn!`rxE&6~Dy;{L-USb{)F3`95uEPM3~hDE-YXDA(y1PKkvO*wve#V|AZH+KoS z8;&J(ldb>pL32Blo_O#@*z|L=U|B@^2QWDGL^1O)g$Uw$f?m$2$4h2IA$>a z{VQ;y+%^iFOf7me-xyOboiaL0jgPcfH8)oInENA)-(8F&UfcnJL1`gRsXHb(50mu? zX%TX&w*We@Z5Wd2HTArMZ;|Cyuz@v3LYv-ZIJoiT!(9tm)n+#PH#yYh~o&h{wW z1Wnp*^!J;Y%z~CR>v9+C$1RQ}$FgCk1?l$jt8G5RwN}&T2V&}lD~iRn`E;T-#Z_4U zUZ6Z?hGX}O*$W}S&dG-CUHaaBI}D<`0^l7d^z!U&u2)X)7*K!~D3plM*oub(b7ZA+ zj6UQ4lT5>-j0vBLr1CO%CCaJm-%qjuZPu^NFU&(gbOZbIa)l&2Rp~bAErc28{(`xl z#hOSHkF}=t-D#=b^p(0%%Y{F6>}uxfZ01|(MO)@yx`mhb$gYEmK45nsroqAhFyQTWX?@D6Y z1lneC8Ghp#f~pf@zCe)Er=bMK?lZ1o7Mjw^c5j}BMQdzlh-v@VIJxh1zkz%w8r4F@ z=*~oZ4K0ZjdYx~G4H>4G1Uht?&O?kU>A>%~)272n?1|LjCx|#rq|Ad$GNcLh)pTkt zsen+4IE`|hPvx2xNPzCz`9>ji<h~XGe}NQ>Z@|R~>C}8Z1Ma@`4WggN$)bAwf_XYI%n#DE zw;d--9tkN0QmPo7sk%S^!4y8Gd^Xjdbg2onaWOm_Y5d!bo>zfNceEzUyP|3L`B715 z@r`ZlCzbz{9Io9?x^&xD5A1(!!v*|-bHEHR31Rn~1F|zRNj=vC&jB++jfOVh4wg() zsq_WDS*O<03)z|M6u=IMLUxzvIe2bf{(Zf1TF>%<;Ea@CP}QbRw6B_C)r~Mw`2n7n zT%Lc|56S2CToeTF|1MA(m1T9=epqilC>WLwE2-;qSb)oKHTR4|vrqR7x-cM&5_zZ^ zJmtJmwqU4C*6W8O@^aG?Oa%N2(%=1wbeyF>UwAh9Lm_npr?tR!7}WFVEC-MSX2PyI ziQ>k+H42NS4+U)`$JhCL*@%WYm-9HnMEwji{mMrZ~yGWfd3?2jEjqx zi>x7tL0UXc*`BSAWN_~#YoaN{4I0JnV;9n|PIz>+y?L+A!warD3^;6e(VVgHF`^vpAcB1lLkqRipD#P>quATEd~J|< zjO7LG&PBGU~`h!s&q)aUvuNTh=*hmyp`3osi?fWCM&L+n=|* z)5z9dF(`vvFDkwdo4{8QO?V7`ql)7S`|SPfH~rISXD_tYneu?dqzl`Sxhy)Y@A+^j zJ9<4v_kX23Idi19fE_gw#xZTO-bcQr54^YXQrUomP8xPXI|-TN+1is7gpA6$PY~EI z(DoT~KcxHB7jy7XR`si8&0b+n_RXzFeFx#btOes{#M+k;wF4f2MIHRBo;1IXK?2~5 zC3sbx8$;hSX&%B(T-1}dJhRmkVBHL?Gr;Xw^cS9lDyhPSWW>c5x#S?4)0mb+t^JBl z)sJpTM07l`JYqAj#2yKeD0|~eEC8&O0RvtfXt9j--gyeO&@T{S4^bKM35SoeSBB(i zN?v{)$|B}Db%uvz9bd+Zc}n$5Iq2%`M~eIrn}Qsp4D%1Mduk(`>u_Mac><0S7a&Ok zShgQx@3?>UBEbNFa4lChh(majDtC}T?y=;eKX`w8cVVE;DPN3m$F^QC+QfZ=w_nv# z0>T0fHXqPHfF1a}bZhTnArSRBxvX^>;HqV4Sr%0vt1yvOKl+#8eDtsRBg=VTEz~10$!?QM{NEcGh|ubjGtt#Dx8fmuWLS21TVWLJ zxuy-6fYVTJ0;dWAp2)4kV1ZFz%SXF1bKHUj$6w~7BO=L2>1Mm38J&S>yPc%aYLzn6 zAT+TPj;sHkx}AajeQ=11k0@~FOTIi{R80W7UU)~j_^fVf1GOnS)) zdA6oEqqMIUH?$D2HBErYe0*t-3!*=wkHMBJ6GQs?#cp&is_SdQ6EG@kPYl^KS?lG& zG`+Q~V1-SU+4+lk#YV|>H{VFwq;JUv-i&rHJM2XiNc6x|$Dxk%A=0>e`?&VS*g0ai zIR-BI>YDoM>)Lz`D*j6Y5u?55?f02 zzN(q1gxYuKVk0mB*BGZ@O~!J_zFN9qPRxJU&qEZo%~2sZOo)I`495k5pHF$ZK!K*K z+)y#?al&8vc7$|dN-`i!#!Ih7bd^A19xzFgC9Xu(!g*O)JM~^g557$9FuI_f(fPoN zczCmV`7O1pz70YgVfK)I>_>d)@4lXzV1k*ZTl2cZTS>Di7t(yxn)8a5qS=9yPwa^D z3PL_Zh&N?&@EiR|=Qd^4GKhNX=Mh&S=GlSn3qFa1Z3&6lZgbkN1K@)+Swvqp8f8K| zk%-rJ%_AE*ohE|X;ZU%I_H*6=cmhFbgzpN361&O;#i+{-QzT-#8=aj+OYQ!0S_!8J ze2-PT11DrHzpRRyT73&fC*ORmbXkYzw*fw-O9{g714i#R@MT=NY&!30AQhw*xS?nA zHTa}3TpS@vTy@tW!bWB?9$ z%gbYPHvgBemo>E=eU>A8CD5Ur9}%&?d*jk8vY<9HB*Wg!_R)g)a!iu zXF(wl;a(}{O`nV}`=(=VMxb->ssF?t-l+}4mt!EJ=GmKi$L{yu&E)=+904IZ>+=2| zY{f?7=Ya|X1`Vr0|ED#4?u-Yc5Ku*&1h)_f8;`)H8C(Iujk@%D`@Q;OM!ClDACUW} z5T5E$<2OUn$q<{d-6~qohYkV!1GUIexJP7DYGUW{0X7U2TtfCQdLh_&_^NK8Q~~4u zn5yTKRT1y9|A^4JP(U{PinyM`4IW5g?q*>QXs~^^q8bpp= zqEjFJ;@>_BMRJw+JCgJ_Z@#vv7y>e9c-*SjH}1whzvb)RNsYsjIyVfE=SEF7UjU1N z?8{QWlNikpl5++7!3=; z1vn$NMk6o9_GODiL_I`Jl^y@t?t8TD0Dm%+|98t5m2`rrfjHt1eMlVL%N4+UpXTY# zGLB@!;PBg9%<3LXr7R`O5BP5prT7%Cfw0zjdU8W5 zj@dh3sb$aN!K%PixL>8r>a;=(o{oooz*=EE(?NyK)}GM3Z1D&7x)N)Lo5s%J!8koF zzm~Nh1f=1o4CmLS2l#MqV`A^OhYu80McZmkVjP2elcK6PIN;X@!%^!qS=a091{C5| zNS8ZJUUX+-+{EG}fe{a7I7X2FDl=3+js{r)CS_w25lV+xRP6R1*u(?niP)$#YX4k! z)46Z7&ssdQX8Mnz#|PP;$zm>#jsePU6d?aSEEUy&ZZGW>S;klC_TOLVeIVKk`2F$H zP|44z4-7id3qdZ2>$zK1z0cl;KO>5*v$W4jGW5S2Bp%=GN*lO(9U>iyV^{DY_0@{} zy@PR==F7zMcKA#FN6MefDWI;+kUr`EG}LH&oy*Yd=svo1oH?S_Qe(L<>O2I+wxG#C zXUFvhLvHl+H_T^d8ZUtXHL(lmxYYXH&}v@(-!B;hBMP>GB&w#PQZNiN z99v-HVmVe02Ze2d!*3^1vn=YJY9=45$6mUFn1rWk5NWBDn3>O1<6%TFK_k8dpnYRZ zB9_tAbCNbwjBzCDHt9uSMP+I^s%SwAOa$BnuLc`B>YmeJ@?1vpc^%v?7HQPlR6`3j zv+2(t_?yzp)-<+9;HXJ#v$P#PBjMUNz2ENf;2y@FFyN9zwE5y|rSibhyT%I1Eoep0|CUFuQOi8pL3f<-2JHtqvgAg?eM$4FogZiUy*-^vDv61a#buskfv>3 z5K!qiN4>EsnqQFm<=UDLAEJ4!$d1@}D-E|+z{nhQiI(Wq>#~SCub5A%2ZfV-^%Gy{ z;OF>-i!a$w0zm zsZ2Z=r&c++`*7HKUweU7@nh-_4klAJ0$gL!y$#XWGp6+TkgH=zXavxvGV~Vw1xtWN%?>o?Fr7jkgb5H`cDZ+!^99y*6y+7K_hu`j~?T zQQ-E%Qmm&u_t7$!ugD(uZF1)R3W8b&Up>2)C7b`fYnHr4nPr8&|Oo~O@9*%F(5h3YKL@P<6zOI zG7&JS9|pp05{+NPP3AE55LP7-e;wqbyU7pq1!eW3b7FV~jJDmZwh#~go|7#<&-Mlf z4;6}&{CLzUs+*GAn=Ltt=d~{%kMBz_E^RpdsBc2%yvBOSe!Q(_5L)<5#<*>3b!Mw?mINmG73-6PU8(9Pwvw=Ohutw}8>!oh8QxPFI~1p$YLCpfk`C!h4Sz^I=_Hw{{Cl#k*Jy&ye3VgVyA9mQwRK31CQ*%MUp;w=5r!2+zo>A-dHAgXQQMd zS}DfbkBE9LXw{=aj>7|7%DOu;brxcf_GT9c1%zgf^8xPXh7ejQeL$eEe)42LgKjG( zV)udx7RPCpsE-bz*U1BnWfdgB4Z@H#E6aGVNYPfx_5&0DlbQE?Kmh`tD>EU6tDZXC z`xs{ehS~3JJJxZEhmWk;J{`>}UUUVDnZ$4b0h+xDU5C#w`r*FXf4u-K6Sw2h?3RD# zEIockaMA|}Vv1f)SZ+N^zH4p+{e;{W0th?v{Ma3PrlsIge^dagvd3d3Ph z^gMYi0!%(88ZXI&W=haH1KXG;>*8SRw<)`w@I8`YCdOXI@X??+}=iNrI+sD~GY7~1$=hZrDGOTfy${bQX zbfZ2HRckHQx`~o;W!v?apc9i%A)v&%&~^L`2I9b;Fbw$_Qp8$t9yY(Zzis68$&xI^ zKADhf1e9u@!#>ZERUP*ZQUT1f$-Rdly7rv;%3h*Sc*2osLeN$k3cntRSSx$ku?K_8 zd?aOXhcs|hUPj!X*||0-r-LqoK8fI{j&VVm_Mk|$;lnySp?F@!q!xE*pfqi&(hFg@ zTF6wsJff}XrykMW%1Fs@>xEyRYIm&$gm&+g%DwyUaAQ)PsnsU3IB-Xdbb0O(UoqcX#=9=tj;3q0dLg7P&`W1ai4ZMWgR9y_pIpI zoNMv?_LY)x^qZ>Z%?TnDc*n_3HcNrb|INd`0s-G9v3^8FVS-V`7+AokfS)8Cs_GfL zO$e3`MI)$ef3{TfCoiOB0bIJgsi?K&d+kp#Bl}khyrCyW)=3zmsO7Z`*b%?B!{%@i zv$d>01v>LM*mM3ZtLA*_C-D;W6dORPd?KVG^C?L;2A=;{_<8wWDD|kWmc6l$@3qG< zHJ5jaOK6SGQTO6rNpvS6q3|B5wA%G$+UG|q=YAYwc`z%!w_(1{CR)21QLbCGGCsBC z^*5@wTzZ1|-tQm%z`C_!$h6745gW54$}UHYBdD`0ecU$o9PWCY+xw<+H!jp zIHlu2sq0G=em~R3I3>X^1K=pn0g_jSLZ+H2H5^fj%s+qdn|wTP#{)sST_GnEn`&ee zZvCA!QlXDtPRvT7jnRoJy1kBRa2w{c;@?etR%N@TlDl+`Qwou4f%m3J=_fwd@GuXG zJVF^IC1M;ukQ%WapEEN}TLnx+9;;sTzm(y7-_or3a^QYg4M4|jr5o*H-=Yzxkc^sS zu!>ggNAb^a2a-?s$x%2M@!^7=GnM0zh5!ogwUq)q_<6LeBb8i{%v_}v%()*bEp6U? zck($#Cq_kfw8{m&{92WD!OFpsEo$QoU}4b#=*zOkP2t$(bW9B}>)|}55k$7t z&u`~vpP1}1W_w}EqC4c2H z&>M+MgMLPvgxY-<;U(884X{pHxcyYE8v~n1)RMA^+Lz%ZuEUAYbCd?&ju)B?>7tpSj~At0!3Qv_Mx3q zRCbt|9_JPUA(37zwJ8p?*h6O3P*pg}#j?RZrk6+1;oz*T2^ah5@o3HeN6&2JO|(@U zl9|`rVMooYZd}0yHMUShg8}#mx5y*7+KM|cTUgbbPH2Q5+j;OG*i96>87(=O?>w~f zPKPlk)RK}SNPo^*L5d87G}uu8h3oy_;Le3Xk2P~Iq*Hd4D#(T~cRJ2}8q79#Dv&)j zc!n#Sh!aMdweTAqYTNkuW8|J|tc&&!V0W%hCXd=cAxoB@q$7=eLwl2;ef8-GKIaF( zh^RQ#`;-*GrXb8q79_*t>@6_s1^k^#&-X^v=DC#E5qv;yyb!4wP7B z2(i&S^0ApmNCc)AsN~70>x$!XUjnQHYh&Jm$C{rDU$&r&xmy$ahaEAFG!d^~wA|PJ zou|I0Z?QwjIWVckqAPb&IKk@3Y^yK9#pvtZW%5L0dT-6r<)iN!OVijSQO=B^*U+ZDqJXr3zRuT}`aoQOlm>BK_dh66QB}yqFHnXM z8U?_05A`#IKK0CM>72^;nCpfu^HkI%tW3YWT;ek4COSh(5@(!D<6x@0UQNO;@}Eib zPd$MUl%H9Fu`8mmLbuzP;yV$-i%C(Kh34XG*99uK3fzI@`ctk`3|0+9m@UBKS#OhD zcRXC<8tQ&g?Ig6zz(%}VoJAal0UcdwX)62T;n$K7B!mWE-<0RUHcl7|o#Sg?ID0E? z<6pq=mjLN1j|`qwPaB8fH3kcx_#lVaxCfv)w4}MMriew5|9Xou4rpuar{zuzRjF1a zPBI(-6^6pjfT{uk!9fN5+<-Xt!p*y4o*Q<%(ouvFT63qZW~h|afghgKF4E70!`jwGj8{8qPy zVc0P`Br%hGwVi#v2!Bs;hN$M+kcxU2;cxivUcv8#63+1!x%S~}O2I|f)b+6vOK?(w zr6JKDr)G*(OS^EvQPF%Kqk>JWCYq=<50j(_v8Hbf^@9_^mZHG+M0vhRwyw1srG+a_ zDo6eCcu>Igb#?$gNwwB_{!iGD$7u)&4#oZjj8@~T_NQ8aAZ?DYxCQDM1sQ@O7KK=A z^N7+q+qYYS34r`LC7exRYk(czIn4BFWr(E`kH7ej`T@TuP?BXsfU!d?$tSQx;O_%} zYMEADEfI4p%Po_#VGef7{iqj9@7OM&9Qx zYG|`l56Vz)u`a2I%B!mc%FQ1wJTR$oV{#K~9ETO4A@fs93aH{5+c^zVp(W5`YY>_r ztfOaRv$z2kh`FI}psn;o0!!pR$2fPqvYtzYN)%@b11~Q5?Ux(hEfFwd;94$FTEdZR z^nCuqfp4!d3GlRU5Uu;q;T1R#N5%5Bjf}bk{<6eXo8B{}TFtsAKg7Ngtd1Srl>d~Z z={yD}8&y^u)Q&qlWYlkwYHqs7J6A(-<7R?cmnc_ebS!;GXDx&RPX@NA$Lx9gd%u1;_)hTbz2}9ho0nw;$z`4-p2&~g4v0)Q1 zIep_|Dmp;vcp%(&vD)VS%^OKly(IDb(@xrwxh^62ei41zq6k#xy7V@izai>4WhGO_ zI}a)fZ`%U1FZ=+9imG)|N%NU+nY;0dThn3z!aPS-FTQ@5XN)C6)qtNaYT}Zg+eC*D ztjWZJgZ2MmG}l2%cmy6%9&TlS;s+ZV>$M2wu2{xbzYAQi)s(ePLOROhbD=M_xVqkt zvtu0ql+`xa3q*)N*to#AV*||xN3kwOk>&(_Pt?%#IUt;Qy8KSP4alwlO(+XyPMw_^ zW~cP`0zQ%}s@2XeWs2jgX+}(*MZ6?b1mu_4YZ*%x$dXKmx=y2oKx_NqRXI`Z8FduP zs~5ZqZ&yyol^g&9JLpN5rxycHg5wA#)BpwedQUSy;{gyCKmt1R7D7)N<%4GKI59IIFkOJzPHm0eX?}HagW?6HU+=(dR z&FejTB?M31HH4Qf09#lZEW)K-=IM;{2ptC!(~5>{D%&*l6S1ty*hWTQ&*AQ6xG3W7 zlh{N)Q`(Ezw$z;sb#f>HH~?o@4jF!>rBB(5^ns>51TGNO>cI!4+;Po$aB;qtehx$l z7l3+$8f1>kH?Twv21lSbYQ8i+P{XwY>MqV-E!DQK=WG7>2f0Uf_itZItMucDO2?Ed zmmYt=S|P)@lQkts3?QUGWp`e6!$egOyI6>a0p|8EKmjry!EXXyya}nuFTL zAa-RlCgXXVBmYrd~!8aeb`(jxg{U%y-VhR@aY0iW-}>) zu@al4FzM3<2n)3+>zNAW=F?3Fpd$L_V7Q4v=?CZ)E}xhPHcM()#f#Rm6FK@!ycb4J zncsOlKq!bamSyQ-B6gEiwDoZQe`??uKs1fig8566(6wR>Tww-Orxvspmq3DadsZ&* zAFxWh!JJTi(1+3RXnesd6VeV{d+6h%3bk-$e#I}I-A>y#PtZMX3|*HQ+6doLjq)FE zo}F+gYQY3^SV^Qk;aEy8(P6VOfdm0WAOb`9rfP6%f4hC&)vLs zS#POYH>XXPp>Pv~8Fb8P+Ajsy0T9!V`C+BtFZQrb^ zO}l)GqrZI1{*Sb7$0etunUlyrUl~W@&evD#k z4vM`Sjfk**2xVX3`6ehxS8wf>g2K{&OR>O8b=33-E|OUcI~h}&ezhehjz(5P zx1t|rnJ|#fQZYI7`GfcsVMoaykF!hM7qWo}jF@K0uYMkes5LpRSBjHbcKM>-68GF zd3@ucIm}WS*Z_+>F7GDfDInqA5IXdqbw4UiJJr&DGijQq&I*x>tEq4lkuOp02Plc( z(w6UN)IODB;FK-FyU!P7+uAj0&gs~cTMla!vYbEN>u;T4yn5WtV z)2zSW5PSsR6b$Iyrxa5BK0ePsBjz_3jeFz=a@u5p$!>SX)zFwKyz@)B7JNdFdU{_B zV|}*XiTRP=6|8Kecn1XKW)25b9M3Q4R_7@Hnx0+$m!(cJk7dq}%ID>qDWi(QCwPHl z0k58S9c+L7ri(*g1VV_=0{Vb~mpVDXJQ^invRJhcDjerb@nXSvB*@o@e>Hm0M?E-Wc^)yRmXQmS!I9Upre^U(|) z&uTB7tG}#LQMhH78X?eN;h9Z+>j+Md zNH*3RLrr7mMLoQ~ci!*LXJ2Kk;iZ<4v>Ln}f9*eBy7xWm@lM#S{chysGZ4y{d(ZWy zWyHh|yOVVD(;5ZE+HToG_GcjIK1zU`&tc<`0EX^R*q$F$9lO$h$I=mhl%7-Ar9AgoguuC)M-xvyfGd_%+|;FW`7~Q?Yx_KU6vxsDKHWdNyJ~VlQ&+3 z?bl*$;?2cJO~zKzlU-PARud3W{7wNaiOxWXK3$E*pw$ObPo)mBEw%KUMo+_MLG|*udwSg^Cc61kLQP&Xy6)OQ$eZx&%Mx$cC-WzaxLMTxL%e<5Gw7 zM+qwCf_c`C4YvO&NroT-@s`-D)^1H245_9j%wRb`gQb3=>>{ye0~8AQOw18+Qdnyn zdML{E{Aa|k&`ss04bS448@q!u`x*07p0@EN6usmUb~A3NtiC-i(WzhEp!w2(teiNq8mV{jAgW(MpCJqOS9r<{LGaI6p@Wn6Zm#pn z^gka|PLBktk-g|V4sh6i`;R<0pCD0Jwj~&Z!|pmwT@`K!t$vKhy;=0rN3y@VL&s3{ zcPI`T*OLmEqlb9#jx{ci&K}OsUj2H+y+OmHXz&<%5;_WaVtV9;mnQ8TopzhoCv0+L z5>9FrQ(39ZpyE0^SXM=d5a0GB1bN~-IAA7>1d3jEl#bSqK{tP+#2;Z#q{FiIMx6Gx zk&nLnpf+K|A#~jDKPE$n;y(sNX441Uu5&6j(HqPu$Ee(Pm6$|dNwFQK-YIl@ZFXZ< z)xqxA96i`*bHlom9m!Kk*Y(e@kGL+hh5xhvFqD9xYu}Xb3p;60SuO?WP?`Q1GLlie zWR>17f#a$kYLBGeGEd;QG@T{@XAx=f_G^W%Lz}vWj#Yl|xlDQ_mum*`x6VpMG$>K@Eyffur&V?(c1RG*tJiX5k_-^O1cJ& z*OpHw#alFu915#_NsdXRm$8)O6c;C&s&*rc`9vz)p##$HD!JR4Okkb~_{VjBlNhGJ zD<$zF@Xm)g1hsEZlP&qL`PU4t1@#cs2sRg~mWw0TvjYii7{#}8`pQz7W<+&D@yVtn z&_QW*3i_viKTo-Mi}K;U{?Tn#M!UIPiI8sE8uR&hUhbDkqz#?Edox<8hddmjzv0sH zCdE#6*4_8PcDu{_Sh+v~1p;^CYZAL$$qRfvLlE(;OZx{TE4dKb(8)rIW|;Y(PQZ25 z$0q8!!rX4Gvi_nX%FS%gaN7TCkV6Z@#O0vAB5DxW>n@2JaZB3s_1BLoC3& zS*OcSax)`7{d-$aV)GArg!9Z+WB#jm^!Z?Px1Lv4@F)}1&~-`!M7U@QpJUDqn*6f; zt(zIzVX?!G5n5zq7Q?P5;h7<~;%z8#i&RC&JF|gV z_1EAdBlz(czfQ zfzMc`j;zEbI654`m*PrLqhs7)OvD0`_#Xk-r;$MO(X`*G7FnxpY~-Gmx$_?bNPy`#f`uPQ%De;V5Y^m2Bxgfq+1hNQMq0n&3QT|m zlzprg+z3nDVNo&o=}ZAmXO4TX22z3(ds3Mw>9NTw;yI$*y=xPj+fMlg5N$NJDE*9e zJyk4!JjoS(>?e-ebbqgJzfXPOBasIaPE@+#!K9u+{p8NTCk}vwz@$B=^t}McR2*uKnvreGB4p+$OEw1%z;r2?2 zq~0b>cEv6+AL05kA*jrlyQmTPR?SCxIK4Dx?ah_x{5cpEMw?<^r{{Vl=X|c)PJi_& z>7wHrxqSWWc1)!CYYv&|UbB4*9#!nzsVWc6FN!MY-kCKQUsGL^m}z9CwN1F*aL(ig zfrseWqr^)L{L^&rLn-cDxJn1^jKXBH;`*|`L);vRFrjTDHcd`h`Q&1Tq1~Q7;nCoj z_&j;eiLJf^>KKm5dD(vPIL+1zyGclIIA34^9QuSU>3+HK;hzT?Vh@u6$U&C+#bNXI zBe;fWw4S{{unHa<@h_$(BM>q;Z(%b%MWesBa{aCx34*}V#HaQRKG{{T#lsM{N#zt{ zHju>ttL}Z4bCtD~*lshJD5!-XAmbfTsZ09L@lEs=X3Ihs@DaXUG!>SWpI;W; zWE)gZ>K3*7@p{JMpdSDnckYIjgl&=yue`4Bc;c8ZwVlV*XFkwBHN_wqC~U9wXer;R zogeLZWPJ4=3mejc2SfS z*4O%}8AkiVO)fkppK3<0#1mj|bdS-qIJH!Ad3|@madrGm?zIyYQv!b*+BH{vqI9AU zMU$8dUY>Fk>MshE|M48~R9-_G6OnwAj)Z$Uwu0q)ilG(jJdR}jhjje`jkXjBh*0pO zUvW(j^LyMlewMou1DX(;T0k;2Btv3{*EghV5=pBz&Oh8>mACmJ=KIc)u;Oq9(LZ1) zMi7F_Jd`C%Em{~AZ1lHHy_+)`|6$YAf3OD)Z=YP^2=^w^H!nzQ?d$JYtBt~gb+w0Y zzh!PE);`xH>}n7`IIdROc-z&gLvI|tMD968=_U%4MsPYmk>L+rsTzxb&|&fpXEylX zG&a_~1`5GZs#i2y41RZ)FE&Uhm>YG3a5 zj>(PLDH0mD;1fDoqp*l?AK+sgA1GNE+*Kt)l-Nb$;8`P>IWFT|vC+Hszm#W?#MFC3 zK*Czyj$^3ez6#c#$v|4OQmCoX@rSU7E{pv^RaZa#cnEpv)<#9ygkhO$|B+BQHo@A( zuXn0#GEUYlnIsn@G@0OEjn^e4TPBWGrz(K$WyjlL|y;$8hAH@rRV`mG~aVMu(N zD~5+CYYp8zDA^2mKv+{6^<-=N0+K4ba$$C64)LmwL)(wm$_~H^2*q02aIXG8M4fe5 zRa@7$i4AOe(;&4e0qJh(ZlpT}r9n!%yHn{>x>LGKQt57_yW?A)=bZQZn~Qy|HP@V@ z<{0H0PJ16t?C+qJvhfvherTw?32dO-3lOa-MoGZFAz_C;bCZAiZuNiNBj z%&n)rG+>TIgb2!{!H@`fl%)>pNtamx_Q)}X{QLj1R} ziO0%3V*5N=-W_GQvkY7x84Gs~A9FU^jlIs#J>g zNaDOkyg&AXaY!srkP|ng03wCpIf54Qg7HP1rCRP{ArwYZ9>)_5zn=hFtOW1;6&#Y! zt<__sF-^KS-#5L{yHq>4JW1p`n_<}BsBU{l)`?C$ z%;U9~)9T-%Q^uqE8WtS!f=PQr=rrOF?@lFBjKI*vLtFeXE1j9AHMP_<Kv!g`h66jbSfyWet0yVcJV2rq66zfI>=n)K#BH>eOe|h`V5xcew)OhL+f!-|G zUYSkZ=`Mm_?9M$cF0YlvlmgfM+Sg|ie#Qzfw9YRvuunMv)|ApAr z9KjMW4(_A~@aKBAGQUd2|9yD7@+BwOh&*o15y8k%J$EJFO~Buho1%S{IZFy0#y|}w z5OtjBPHtNDP^SabFGSAFMnX~GQlDDhqtrfe7b;NAEo%ku-L6YhJ-x+yyH@!&+~LY^ zkp)cg&7KHGB&f4Hj1UHtKPCkhh*cBim?86fotpKPEW5`D$%kLh7r*oCdBJ__-UBFB zxnpU(*x(h9;B1s@#rKI4WjH1qkf|%-dJ3J=b2D_SZF^{`tMG%-;a&2_l|o%c&{^VLAQz1=m1yWV!Opp=qyz#B`MhMWer6XyUVe$4h z>FutSWwAJ^-vaR!(P%T`8)1ycv-G#Ll}>CHV2sR2&FNi^n`I2o?Gn79@cC>UKPEhHW3}VYC0X}n)YMbz86LcqX@Mao%8%1aaFl=(dA7C zGt)J|huXeWKl1%DuyKh8&QIQYx#npcpJOw|K%!xJ)SrM()B!kE=HAjKBa(DUXBB~c zRKzEThp=2SwT+xJL8`hpt#0Qly@(L(RmI>8se zCPEtko8P?Tv75O~Bt4$(;Qc+ZeKplyXSEi*iGcAN73ng%E+uG&^4qBPyVL5aKXY3c zlbkFx%imcpn|%GhR<3!)3fm6Zkx)Dres4+D>mS9h`|+(kf_^|Pcx}Jwx5#ZGdK0S;mHQ#?Lt^fRiD z`c9-cMl@t*G-SGhtNdbpk(_e zv6#{Z$U7BV=Yh=q@@t;m)XXnLHV5c_!T$HY;g6DRo#R6a@H4RbB7TmJYu(AeN9}DZ zw5FmUoEa-L+t(rP0z9!eI^`~EM{zs?e10N(cGLT0UhTS0V}n9CA`6N4CH=kx-@jzE zxY9ADz*~7{&&~FsQN$>5&+>TnVjsY4V^<)fkj;y%nC@aPOk*O2l?HW>Wr|CDD^clq zy+LYm(nI1$7(1@`N_ND35j=p8U^o z(01Q7)Ikqp0;g{5!S?iOc^XX@?FQ^(Jvfj!T4li;ASKFVoZRgyw&Ak zrl$Xu_28_LFB8yPV&gK8%F+t`3(o?^0@Z;D&X+)VJ`685rbL`B4fX$-Gm#^IRLKBRW z;sbHMs6Q~UJ7+o8iz;g)oxSn_+V2F4Co<=7q7+rm+-(ru?fgB$b*j7H{HZ?7uSYEb_f(y-m(B;MvOXdLvp-Q$AOi4n9-2Edb;KBjVNX*Il77%$BB&3x_{}b zg#hi7*SiwBW&1Hb_8tx}k%aoh82mgfdX(w(c6hOT?>471_VkOiedcDFkldv^uSSEa znV9KU>3Ip-`-Fz#(9C!kV%hvT|yBhfM!% z;8VdOAry44y3OeW?szE%NSveUtY?|Oz5r9bUl4U6We-#GEO;Bbx166Zt-9pQX3BIv z`rT$90>jJa!wi*0q4&*?AEPK^a}us}ry5$Um%!8Rz2%7C zs!kLfiI+E=5W1e;FGhZvYvk-EuPa1Wv1N{|vKqu!c{Qrz+;?%uiKo9Oh(hrgjV}jQ zS8xw6E%5SB$1g3AifGA}P5y0wa>MhwtjAWJq>0rU^}U~tZ^k2Eqq?X~JFf7_Jq$C- z7o+xFRRiT0iK-?dE^T-M;mx4MX$yc&{EommYI$jXC%gB( zu7FqixPjWSytxO3qlC)DuXth=>Wbi^8sMsY4M2E8of9zaF@%VMQ0cV)yph9EiMXVc z@eB$BC zy~PhAQ-=}$7a{+t%JC-&`1ynm2u=d!d|)TuEc;OJ4N4Z9z0hdKEK>Oc?16*!5ml6W z3!tM)k39N5TEjJEqwO|5d?(;$-x!1va_}QQKJ*P?jbIvgZ3{+%8N)_*EerSrl!t-Z zT`6Wf2&(yJmxv~o@1%J4%sv_4p$YEfKsMoBN5I@<_sy!-+?D?Vg@VCw^M0Mc(49Ci z%ba~M49qf<`ZuX04BvO#E#GEB4dPZ!0WQYJS=;48d4i9N4dv^>j<=^Ky0!1oy@6cV zr$@e-3ow7EL&dxkX!a}<`}v4sU3tr`-knyOXE!Md0e$4lnIl}V&t<$a5*isv8)WQ zn~TKJ;tU?Q819`l_nxA5FxQ8n;p^b{H7m=D>`5+Fom%8ZGPt&dgMw88n?S`;PkAs? zV{?p==D;z_-fel$ZaEh7+9~-b;mRNl3_B(teB5t7Lgeq2xmh@)KGOWL0bLT6@Yc%I zDl;#RJ>9R?GawsC9&V6dMAT|fN!kVUnSdUxr9a}2*txx_1Zn&gm6NkF7B3Z1_;N|Z zb1|P#QBt*&WlmCen{YqCTEOn0B^CF0UYxAHp>%A!l3=jDNxgXaHVHJ?%WDdCdP!n@ z^UR_|+4has&{M-F1sQivZZhX7HGWyA5Z<^Eao5pB_R;e-RYqrY$2eJYcvoJz`IWnL zK`jLj+-Ynz#>r7ekR@*P@*?=4_GrpssdwXlmO21J)H#X1B&j~}Uamr=n1Z_Vh&tIq zJ`Hn-(+**6V4D<`fo@>33cFTNOSuaeT_K(NO$Dt)%$0IX*HZRYK3WgMq(lNjsaasS z06*wjNGFhA>OY8wpgB@8IT-gx5q&zGW6M_p?n%88@Jr(JBqOH|=WC0BmM*DDaZDj| zcl$Z9X}2Q8O^foV+N(2}K@C#$`4|pR-uL(bwcTo-p9q*!zvbleRmt?~p^Oq69HtMAxx9Q^2ApFvC1M=mf{`hWK z%U8BM(4Ot`YgG!8qdz7EHL~xaVr_JG$2iy?G(w)f++y46z8N>V={5~wdsp) zFp-Csh(oWWl=ZspA7@_NlUN~v?v^Yc&7m41PZg^z^P#a_BDs@z1x8ByZarn3ryiEs z8#k(ZFD%c^t+An^ouBRY_kqZf(xY(!&r*JvgxW5c+Yk6L-@kS=Y-@jlh@`c3DOcSb zcz;VJi8AoQB5a~Ok2VpVBi&N@QOwg}R2`s9eSy_!e~Qg5*zNhCy!zgq56Rhruxp7w z&Dm$UI}35BDC7VyN?p(`R)wc5#jzT@zvOo2aX*<$yxxpVy4Ly#( z_fa_l)glg|R>poUqaJv*`r+0vpju70q}k7*tD!x_vRTF$bSjM8OmKzp%Q@U80&F;<7D4uYqNFd8S#EcQVufg=m3K)74*tlMuB}9@!mkk?7{IxRFw32D#$!0<1TvJU2h)dAHnJ zWD7qB+&Kh>24Zi~4Ptz7Zku-tk`nD!p!194)ejDbJ2rUGxj`H9NQQnFuL>wwk@Jcc zAdIX*AbO$JaMtEu3ytES+Xu21bZ5?j$b_5e9pqs-DA`I*8RitbWz^l>_Tena$v{L%dt| zM1t(EC;MIQDJ3%^QZ~9~%qk^;j33;CoBh(_9dJA>j^MX7?hi_lIK>T@V3wyPgS_A3 zxn@R|@=4EDmDlolpY*;9pWy(K0_(J2AZyrZE#aMJu-NC8#?m%kHH9kWU^H9FYE9Y9 z(rrQCC7py#-Ed9YWLd>OqNKw~ySeWs{2u!)5zVolCR(#+blKual8-cNYyc^r(;qrX ztzR?GvZ!?*uEvGttb^5*wdQQJ@s_@f_;BMiB55tUF+DBpf4MSP6lC{BWI*6SD#5#R z6r!i^{&SZYT&tL{Xq5Srf9Aw@iGAD%%t&KoVWH9`w)0%jII0r1ll3^t2!gntRzDvK zb;Z#-Z zEN2>rk1{*5SX{nWd4}=0L(ndZ`V;|{pMUTf!>mm?A?KUiO310OUtFvq|)N4Tad&VIk5Ue~%DRaXOHAT=PZLKkm!*c4%!;6t8 z$}})ZEO@G8py@5P3vH|RpTyox%JuJ(g7C(%Rt_hz)Iah#X$RW z)dX=pwv>KtVC+JNc)Ghl3{p1c6;b3(Y>#4OGCq$fMFI@s6(tgvJzD-B^~gK+`=ida z$k&fxgezXiEc-@AcKB|!&n)?}CY^R{x=b;s;Xn~TK9GMo-kfWc8;*7YC%{rMGk{FG zcdGjgpW z+K7ko_y!d0h~G9_8)ce}&t7S9oSV_G3|Wb9(+$%N&532_)WzV5mQB#=u)deKw!be8YPh0hL-~MB!Q+tC3Zum5#zS_?ghYrSr6$O7&^~zM)+Ijmv zfg^(>*r>DPdG2POSZDGU%~wzy;@r;2u-Oxjv3!frk?HX|DYf!6G>~fa2TdHWN=TOw zNkA-`kW#zO$LHzl>Rag?Ep$&}l%T~aHj$`jOheA}lCfcbL?$nuNQjPdTe_ncbxXs` z5V=sh`PmX$%|W;6`!vipyLHs?q#9?QRa7pdOMaF6_FLfwInRjbf_XVznh!PIQY^n5 ze=kOwx0rHW*m&Lc5O>PuB(*)f<~WJuk709LE4ad?=5lTJk7pT({S|B6gX1 zK5p5$91lA-LscV{CS}MdJ~_DZYAmVW6)ozLdl_ov7$doYPCgqDJ>269PLutJwz|-5 z``spdEd6*w0eie@|NghARhwcd$MqFc5Xire9oH|;S|Hu}ibq`mZn{!UuiobEP1u(s zdN9&lA^oJN51V8d8qNKMUyaDD+U_6gS?{YRqoVxAlalY5QE{Q9L=0fT$zuzPsb(~5 ziVMF-bYg#;fu9A7whUj*?>vNuSs`1MXBO|H z>5Oq}Hy2nwp&vbp|M2DPj-q_B6C@AiL1?`*Hs;(zRJt5Nq}RGYI&$d0xwsj1_;!kd zp_!u~omNpia{Fv!Ui!E$L0~~g9$@>rV!vyo6x>lN^=>$6m&8i`r-LF^{m4nLOFD2{ zo#fH6W4n2he&dd@WWJ*V{%-5u{CtYu;U?T`Vs`FU6tMPez?%;BKt1g+XfV?e_;}l4b>+e zU+HP)PWd`aOIL0@DSR!NXZJ|yb8BCFEOP8jolBe3t95LD`mL!A9qXJ`!~-1@4MJ7h zVP4vZxDyIffl`Q8aUlQ6hW*zRau%KpD~4(_?B^BRJia zeO;4$+J|Y!pS%n;Oa@)-NxL^&H#)E_sRQ0I50B}^Ws-Y|9;+=z19Gz8lZJ|j{@v+E zZ`pr|(`I;V&Bsi?^>K@vfSivgTr`I!AifOxKVTYh$bO>oty@hIMfqCaRt|EBy0X<+ z{aC(}HvMG1IHZoTCg_gqvew>y#*3qQp@JPGcmi7+3oy6o$O^($aU_L#OmD&HNn{nG#+%a=w8|9sm9_%VEyw%y=@VzZS2J} zu5x28eqvIDa{b`Wd*{iXZ?_v()9ZpmTkF9H?{g&I3!3|NXC%%l@$GvRDd|Z^ zYz1OVQu&J0h-lTPWG}}&B&N|r8}^!McNxZYe$6I()leBT|ZP&zPFRu;Inc_pO@gG8lrO0jY*(eT($ zXhha!d6w|g8Npe!F-7X|R@%^v#=`d?1?xM3>_|t}Aj;##H%o+82ElFDXC#lCe6QHM zKvGk@2nCj3yJ;R$TfQdYV2eBK=bYg0!|%%GdIKB}UbIh@w^hk50^5FC??0)vO^jT6 zR>bI)Upb2r0S@43zEWl<-cm2?;r58==}U21SH`_lM)TU;G~Og{rL)lmnb-Ig1;6H; z+r!hOPo%?7Ib++(9kzrZJ>;+v-?X|;j#$g9w)mY59fGG|cJO+l=F59B^y@6ohQjN3 z<-NNHKCj_{9gZ;2Ks#tAmBslWc2vu6Xr1W2)f+lOtRJW=(phRH zjEPgL)d639E0a4%LP9rD2hDA~$Th`ii=Wc@`!>}R7OO);5Bo^11j*P0k51$F$~7Q@bzZR_7qeV`0#+vtmTOD+Gg z00PJm60HOuvv8(A{FJ~-gv9CHt{^PyX1iJZ~0gvb?kch{IS z0VtG7aHyl%bB}n=v`dCnJl^pAQ{#T=ig4TNM@CKSwk)4^4TCnuuTL|J8jI^=R4(lu zE{QW`BG1d0d%DBa6y1+>Q*bD!udZ~~hYDu4AM-%Uj5M9CYKryJ1*`B+jdb}T4=FKR z34PtAh|U_R*oE^9RCk;j zMNF<8HV+J4aA;F~=F~;pLqxhyly3arTk)5!W~#99Rng}Aw)>>NI={HTa^fH%KVO3p zpixnA+wV)6Qchpd;&;rwLAbhlvRYzk>zJ$1)Vdn>UQY6@<^MDa)qBCWu81rDA zkv`5Gf%SYO&OAtur6<6_zlL#M(#e4quDG%kUbe@AFZiOfkD!b-PB17_eGXWIdU2~1 zp=>%rNeR56niceBbjTf4&!Ch1@nz|;)X;aYI%o@Ae?*fg>RmjLy>yIqnLc=8Zhz&E zaXJ%d95o7?f%fmMy&%MV9;J`=%_cqMI$(UqwpoVjBix^0Y`Rz-p5T+N?0OxeU~18R z^t1RHy@Ty%y%t+j%5kDVt87k&h$*8 zl-F7+z@z)}Rg{fIp4D7Dwk7IT$VCC=G0(e;-SN42rhfu|c4U8GLOPM#W=Udap!rW^f4^w6{%R>`1l$2N-JdvCM0~r{q|FKPR0m$%hErsX z97r$H>#|aKfT(pvg#nw&Wu216|+hp;c9ak{j$F<1UQQ42{++gjk7(KYqmNx=kTMAy-eHaSM&UkO8 zb{iicNtXq$olF7J=G`1UueK2D$mfcMGx2YRRVL8h45W^z-$gNeb=oRshb##H?2`=_ z&Gmb;6EsdPwvoKC`|Uma!Guk21M!C^Z-LPXm8#Cx0xyS-i+Dqh&R#E_ZaNgJR2hM;Rx?3TKGg20~Oddr$Rx}TM*diq(BPwlH26MW5U{+ zKhr~(h!a(N4$!wnakF17?7K4u}=qdiC&&Jq4Z9FG8D zQ!tm=H$Vtxnq-QhkP)y%dQ+$Nuem|f?jU4Nhcyw5s7}NLli|I|{13pLN(Mf=rRUEO zKChEs{8gfCtr0F?x>uOOt||X1rJW<-eCOfLGofhC$EM!L#{zYWitMQJ77g(Qh+s%} zeh503-6=SAb-%mCqV@GFSax72MEjhS@!XAg|3MrB8BV>mz@$EF!Jd$2G+Va0oy0om z9yur~vu*8g)2PtgFyoN)%gmmf_+)nfun(=^P4^it#-~Y@m|8c7it$ym^ON8l+|4mD z0+m;xo=%+h(jQ1XSHpvTQijle%e>(3Oz%D|nrr2zj2QM%mF;iFE99~r%^g@EGz5E) z9TRg-frH)bE_b)AW|;S!O{*!pBMMFa%>6nf^PHWZyO;(rk@JmqP~w;8K-?Mtd^8u{ zcP5wpZ)rhH9L9s;{^mp(K&}&yW(lPOBr!1nFJ_?<&1o|i_xa{nQRwq!4mM4%z;A?C zlv9UG`wK3%GDUO*xHVYWV6Y=r_6=8^s^c8&k8|A^3$LubO`f0Bu~x7q?GRcc2?!Vw z_KS2^4z&x&zey7MVV$vueQ7L0)E6$jw64_tTT+*DT&$d6BL~qQhWnB{f5V$& z#^H2+$w;5N6=JFv=W&9rDzWBjcpF1_`gX@(Wx>df5L9U)?3T<`CD^>lHXscAgwJTR z17nf^XCC~E3e!+GQ7~w=&iK)VMB#IW=Pt3+`BH?yx@C_}R$E$C-Nmh|F$=+Bmp6&w zeh!xD@HHmw+4~bTVqDh22Yi1TJJ*f9uz`oPOuylJAmo8EV~Mzb2YNr|wcp-t;ZWh? zc8i+uxt~Ha1w9fX@EG1haG~^a$!{e4A_-#U87awrb919ypb-p{HLwx97TEBYgAec% zfD_Yi+KhMi9Be!j`B9IXfOtTTNo5#c1sBdk)lFReGyl{fu@>adE7JLV0Ca!F_fm+% z$?A?=fATp^_` z3+(H{w*@zE6{#nZWDt*fe4ufnR905`Xg!^feN~L3pe-oVYz$tL&LF`5o@6LaSARju zmT@vN4wL5*CiL#`Kr8O)2EjZIZ?FR*N(qdT3uaWc5*2c>3B4g1MBR?9+7P5r$|7hG zo_!!q4s`Cz^gPjXGSu(4Z)*}9yufqjeiWf_439vQ`&$V04-$vE9WSYWQy?-^4V0EC zHfV93OkvX714i$@1t6fRCBM-q`Z!&(VVf(WcEE(+Z=%76TNDO`?Ec+}yF9#Wr*p4H zX(Hz}qODq+7lwihH(C_6F3 zDuEd(!RB~yr!q1(-Oz^fv8!J^Nt_3$HI=&9?9;|(Bc}x}3}IDPaFUI+3J6X$sU`X5 zI!-m)>9xNL|5&fIhlQj2M%b4#4X0-xW_(&og_5Ytb%fI4A^Tt8ooX<(kMQ}%L|@QT z)8_^Bh|DX!5L~BW)r_5%`AZ`VM%)9Uw4o`F9OxAJj}QW|xa+aY>wFYEAmFfgfyQ4VyOTmm3zLh2BUUp;7el)d`#aEwE4;ehlyN_NvNgw4x}daCsBXuqHNz3ngT_d#MXXB+X1ydV1V{5F-W z-GgPdWxAXEv}J=8q;h1~99qjmEEElG6kzd zy<=+_W^rX>Y27g&>s=u}U4s&nUqCF^QHA7w8qj+7iHX`RHby2GdH$|ZD#PVZE4oA> zz!lxK$>4#NKp32&#>lsLxXA|VQaL%yu_Wii6^Ip3;5!&42zxBnC>N9dn7XqZz-9}7 zO$qqIf9g!V9B{w_&{F?uI1?BdPG%?u++j)&K&xiFI$BI^zuiC`*(`Aw%ivQl*X6ng z7@m6o%Uq)`yk+M!)evr61@LxbSdb0MF?)y3^=cQWK{nZ&H^vslQ1GpY$WA<_ae+1@ zj2v`WnyPmGFpiXb%UiC5LlqhvmZaOaAWg1!4E4)Xo0^UE>I-`l%i`#`+R3eWVPO$82rY7iMQo!Ex&BD;zOKvo5COz8i%3Mi(r`U5f}mYkENS}bq$n^+A1{zUuNs28Ve z-oj{n!)7kx{+Bt6Amms-2m!J%0tn{cdkE1^9=L0+k+iBceb^D7YXkZxnOC%IQd71A zc(aIQ40s^_G!efZIMK5x8m=~R?y<$7I7QcI5zds+(jnIj9F$0N6gckd`+5%1_&U?v zFDmIceA1L-8wBrkH&a^c*ukhl=fmpjRR$QZtrK}cM4%NmddygE@y{0f!G(_hJp&!qn9Zx{z9$<6gH3p7AHLi$_% z+CGhFs>coKLc;VwK}}(cdJOP5|5ebtr90cNc@nF%`B{vqWOUKGDa&2p^u!P(WZ!Jz zf-(w6R9~gI@-+Xj5ok)a(VL0)UPP?1H&DJdSR8DyM4DI1a+r>fUW34-AgXqm2a}p3 zgmy$oWIV3N#3_epA>iPTMNCtDU@mjUVn*pj5cA9Q{gC&F9}=9GLH)ly3mFGz2>WK) zbv(JwLOLFf1pwkqqP5ZLU@8lFG%?TE=?|EBSR$^ENmvnbm8q|UuM+T><4_1SDS(wGONtgth zV*L|+7H^KI7gs$88+>`@F;2fW9{sUC`@LoqBL09LK#44YkkaPcY(}_|RVyOeBmTM^ z%TvSQmX;R#o$eMYa`k*zi9lMDgA$SW?#frGm<2`3kMc_R|2@eDmj8UMWlP93Ff5l{ z5L}9F-wL4c3&K#{P5fF1GX-ETq{FoMid2Ht5Z@|%IBI#{(#>jYSr`C~`vP{DvPWXsV(523p*?x~Im|{H1Dka7 zYMw))6nhr`2K(^Zt3R+qQ=>Vj%c9WLha@G3H=21xA-&aR<8_i zHDJl)&-JL61Z5^*2WIqq16Dvp4gcBZI0G=ye)fH@bWkBH-qM)Lng+X#y5;NU28LTPFZzpk| zl>WID6osZ^@j7jVl_E`-XgJ#A6=L{h0X*7A4#$~ddWnNFF-c^{c-};4we*`_ zNz+wdqPG7%lt=)jG4=AZA9AFzm{@YD1UihN@cU?>7_x$b&ydj4&KSz~24ew|a!;gu2Vgnpk+nCG?&kBQp`d zK>6KfNCQl1sM#6?C~F7?{<`4-9<7kSY0E$V=T2#Cbj3j9dkRPM#JzeEH`~5BHKNd+ zXNF0^*g6ppCkkbQRFS^zCNtG@#SmuOJE8%|$qx*wPwL%6{BLD| z|FEQ*$dg1BoBLi@#|iMA*a0-9`0pH1_>RDP0Fv|vNF${(0gB?g^=@RV+p6L2&AfJZ z{o71lC)NrG;1Db9zN1O~Z|{jfSh1>J?gM4D%btXw)KW4Au`SY=c)4lG6*{cqDN!UO;(yD)AX;@s|ew{S*X5DUt&q5rMxrZ4U=Q zR4qnQxKdu8PJA!VM_7oNcz{$xv(iwpy_IffJo|4hl3q%nEO-`VEnvd^ydr*iV|cUv znigl;Zp-ksXMhL^6|`59WL2N&>%Y4_k7BK$;EscSc8-7^IeZB&>~A9aM>u1O|5IX| z3T#zEPk_jnM5k;6X}W<)wut6j3`vv~9ipmgVT!Ce;d*uj^o^H^gzfOqf14c$xQxJ$ z0AwhrFZ*|?R_trVuM$A;)uMU?G<|cr9qWH(HGz8q*0kc?Nz*3AkH>S+C41F*Ly>AW zotq&6cMS!&_iqT_`#_p{tR;wylG5~@$vK3FAikJajy z@GzsKag6?Jl)XJI9R7WG$7qp{C^VxPKZE*8%~#um)>KGsXfoN2L4^k19JBQZWh_7( z02Ha-9WOQaAj0j^*2=d;Uyub+$qc7`{ra&EYwT{`MTzsC6!)5bcd*?qSXAAwpsG?w zs^LXRlGBEELs_d*dQ3{@+o-uD{OdQ=UtA^9K4+2qZo3kcT~z+P`$laE#)R5-tr6T| z5jIH{BjI%9P(i!<&!LM;27fwQNUoyebKXHaT5g%uzCN56zX#MIUM)1*XP4|d3ps7c zyn5@!yFHwoQ!=vZbJicy;}ijg3l95IoDbk|szxND>u@Yq(q0|DRV9&c#r_EnoA$mKg$9>PW-+kud@35B25>5} zK&gSIT(>@=%AnQVakCKyzp3gFomx~#%jZ>BEm(dPXmp!6UT#63%JaHAmpXKP%tE*q zLaToP)O4uYfEDI+J=ETG8&ICziu=bDutft6>UU8j1cT1&@_>r9Fu%un!GQzdK>s9b z8RkkwzfuL<2C^-68OioU)*?>}CV7Ym$+veB5E*KajSbe0LILcE_P-W&1LE&&8Ft<~ z5P9_H*LUyL9F7;&iVvIg9#iS&0*{R+pZ`d6(-0KQjuRA+zq?TLheJTy=2&WaxH+*e zhOX9Fp#BBgSGeX{0ox(g;GqV~85?t(`C@vp;Jl+5|$d00JQwcZ_E;Z*vW zH_S8GtP30#&TcX6t|6&lLif?TjSQb2AWpUSm5zp%fBD_!XYd+MCtCef)q zwcjaH(R++s_1XEQEI;Kfl*lNEaRlPSIQV$@_Bq*l-gf2Z*}cVh_p@sY(Du zO0fr-4RVZu8e@@(KSth=mXqRBM%egpW~d;`74h0Z^VGp@i+#4weeszmSQ(iC7Wo1AUV7L=MdV5^ z0Kn??!Veb)1AxMb82`a#*LZksW&wxD_F$OeIrKJBUi(X%0q;W{$ zNVjENAxut?9mAKX#_lb4dY~;UCkXxZi%>EGzK3VolYc+0pUCWc36C#LO(Dt0;6U}U zMhoQ_(BbN4lJziBlHgri&c^i1@lWv+-iV33Bs6v;lp)1*ZX(n&EpqoY*nq1a%tJFGJ=j~AHBz{i=T;s`N1V;-B!5GJ*djsLV91Y@g{5^)6rMEmL z?{cw!-}N=pDZgv@EkCyT(d1~M{%0tGFY#}@hYf)pVO1^1fq;pe z^8UsQdE+od9sd{#K2m=Jy>RYIF6rufp1f3Ph(@V6r;ETKKCOJ1oPa7Gv7#-XcJQ*>>ohyo5IO~mik@4XsX4%ntaUiP-5(WvY4A@{Y zbnZmXG1}t_fJgoUD1cl1FJG-IDBPJkH(nVcta@FbdxY%x55!V3txcW*XeO0hvEV3f z2nUhbJ+KgH=b+wz3JEs@y6$K|>}e7hLNZyyAQAZr9V!q;Zdp}Ans2bnsaKB8QQdV_ z>(RF?=JeE_C|Q1HCOA#2oj}+sTFsbxRmY0`0WZ+i}Ibnw_R4uua1IwIB&<)Z7c&kX|i%+0&&rTr($P|E>L04cy(D zyZ;*poW*ov8hOUDVlo^%JM7Udu8<}@+Y%iXv;T6%EdGSy79Ply4B=Vm3F()qQ!oMPk~3miFK!L6yyUKs@S6rTi@rSEAu&w znDaSMZ>E|X+w*?6Vz}y+ z+P~!}1TBVf+y2-rUSH|^YX{=J1sMtyS#DqDyXgzPqZ79aRsmc+PBmclWp-&QP-2n6 zPCZ3@A8`v_VB;4m3ASeQxkOJ}3KQ|^;ECXrQE4W9D%Kof{k4#M^d$c| z$b-n>PI*GIwlB?FAdP-OQoW^g({ZgK`*n=)LmEW54aa!G8yzY7zj>#~Bc-vV zzJ9t1TSh)&y9fHV&xwcJ1{*?z*@=0d?5kLg!c|r$r}HCv1(iKGR5v=`WauMm0u7Z1 zBclR^<#-ks<1<#za<+(n3@9Jq45piOMHDPo?RNm~^eOYbc1e#esT^I9ovD!`21CO>ys{@$t zruHq&U(Arb-AzgH6jv07GGapeqb_I7JI#s5{ zVhenxk~xiLRhA*cP*WfXQV`<Z(~V3ha%NSNmsP_RTG?=D+{NF* z?e3~Lk^ettJUkL+qodNL@sYbzBr7t5nn9cBv5PJbp_YC^_`PL?e$q@eZQ;_Lu+zt8 zL1VU(NV~4eVH2*1CH$%lb-3-X!lErzN>X;P205qxlKkDa?!y4DG>VlNJa0;)QubF6 z5fuELStg~$W>`xihk(ScrTT9mrZ2hg~Ta^EgdD8B)ckT9I~&sQHcwi-gz zUTKU@A)!Jd;>!W(Q5eOIoQay9p)0_NIar6sv_U;fPi3MTqEQQez*Z_i~WK+*j;u z)Xy4P|E|6dyhFsK90V%9(Jq|NA|A02)lM{&kJQ5$QkOn%*1FjV?de;T42J@Wk+yZt zj;zr-zx}0?^VQJreO?^z@66vEF{{SB9@kwf@j$j8{W?8dZ(r}fD-w@$x;824k-D~G z;Mj+EPch4#be)zDWn#^qz~2cI->d{P-Zf%LGH4 zA33%K=Xst)o4+X+-Z+!yNqtI*@a3O!;ax(9B*yGt4R+nplb~1TP;Hk?zRO?D@krls zO!TnYYQqd#x&&s@40ekqcuPdqW4y?qlV0IJXrZn#qyjtFEdidf5JUHC*2>z%rqdgJ ze`92gqyYpUX#!?_tF2}jid;~Z)TwEYeXiw_tw+TmcmQw8IT^!-bEoi!w5IjX_3vNY zwQ_qx(1=VmM(uUp3u~dj;$*F;^a-u~l{mx#aZ>sFjr~7?PJQu182+XassXEPTZGui zSg>RMQXS8G-c!l#=$@?%^5Ia3F!=UaEIgZSSmxiz@c*&()?rab-4`f~gA5>DN)9C@ zsdT55(jeUp(w&1eB1niLEg%Te(%pijbR*pj()XZ#-|xH6z5nnB56|$#*vY;3YCMC z8kU4d!-CAk*U&t4*WL{Ylgf*vdy6pGcwLb(MDL41c9H00n4)mhC|ykoq8F5{66io7V;g0nw8XqDOke_R zxeGH4HC@Y`zW#c5=c8p=y`Kcc(hOaV==gO-If?rSk_zjthl5s4FmHmHrek6yedbN#5I zUB4nNzWwzqa>!=4L9y@a&A{7iO49vpqX$^+X9F1$n4FxyN6%^#>))yEpamh@%+^&; zt)riczHeO=MRPc%mE0UFvd1B|*3Yles@E8cK5-77YiWLkN=ln7{BW9d9>W;RwB$Lw z$C>bV^-#%h8g6^8#ZopNDsH6F{qSx4!Mlv9x_@@DvEr17&ckM6xdc!cbrolf%S-5G+IV(vUHn3<14#xnxGS<-7n40||4GIYr! zgavzDO=KGrWuI}aQQn<+pYG7nriUbAOiI5&@~~rI_NniOM;X>*N1BJFmO(F+I@Y`O z;>FSx)bP5dkUKf_ugF|q@@@jP>4W>tnGY7}D_qL#W<+Ie{694dBo4|~pD0&<6$qy& z4&x#Fg>otoXKAy5H+-3DB>e{6VmV2YyEZ?e@q^`i5&s4o1G@mFycZ>zlbF^~7RYEp z9CKoq^_K@d`m2oh?idw{eA*zZ=QzH%;Mw>5d%-F?RrKCPcpaMc4vjyyA9e;bbXhp; z1!2d%`(4h<`?|sG9K&RhF8W{O18sY(`Uzp)uPGa|!EV~`(*6?;UPvL`mGGF`noDam zcoEZyNinq7M}UThkaDhP=C*qlpFCBoD+fhDMd6F`jL3JHB?$iZfWl~?6@~QNQZAG@ z%olmqK|;YL3VN%8 z{){YC6V`&co*Ak)*i#aY0lt#HLrHCSuAkcU*U`_++egTokRy zJE1Bi`MZD|ZZ>leO?8&aQ3mD`B7g@CPxF;zKnv+9St<^WhbY`V43Dsu@&aBvUxHi& zOGY&l9__jb7*NFV0DfdAQymrOuc{BnO`;!EONg3_eUFS*Us8MU#1e1xY|fpr!}T&Q%p%M z+vXYRb$suC^(s7^;2~vy)Oi>`vAraVO3zSjqMlgZ4C;sQa;_l=F{5T7*=eb^;Fg+BIhw`dL zCJsL_5%*58c-njtWzL(sp5~4JNaHF`Khbi&)un;|@(kDJaem1)IiSHu~aC zNI@5#D{{VrBy90cz6T*X+Ulog3>}7p*%-0;)IpJ~u*9s$Rlf6*AJcckp(QGiP-i__ zic}7h5J#qBCDZ6xqPk}fpC?;-WUr-i@>fHhIyF^v7=|-)gI)QYKCA_L?9TaJd{u@P zQTSwed1(aDiaMEkn8Eq@`;^awM2i`eXGyH*oWBabJaQJ?{5@5rGKM3&~Wo0H%P^o;N3F@K%S^{)pF(Z$=xC(>?@IJ%#zpoa($HZl z3&cgkA`8T|3u*rK=k=fkVUZ*a37&)XRcWK|t`wduaAlsA)!~Qgq>R?F3?iL$DZP85 z?RPhS1JONCj%fR#eu4~3>hNdGYKuGx;OLgMyFB@{!& zrVF}vNQW-r|9(;Ts*3-qz3L3UKZSwU)sIQAg4uD{4d<^d#J>X&IBf1CqFJcyWgkGM z-q;Rn|9qgn#zokSvdeh+PIRxf5XR2cdF1&yt*GL7af8hD(EvZapytMngqw&aqBwr> z&n?h{S_yD?yjDI~ysooiS3#h%3YJJg;KdGDCCt^{*__Ma-I|VUaiGMDxNTq}URK;w z|C0%-#0`72cNd1c9!6s_kxH!Kz~m!Bf)`c=0JD|qjiWVBfFr5Eki`fnpsMLeN5b2C6`xdJ2aAC)%CKA zgI!Yytui*KG+*Im>vlF2x=6An01;5G^-CLCQ_ajca_I+7s$1i>u>_k#vJu-KyE>dj zRK&g zYS5=}?-87l6Pl3`(3p^Gf!=xKeV?a4VI=)3em#gIUgH{?>JPI*MOeffl!83m(c_%$ z)M0w+yu3?s&VLsoFA3f~9x1Yi3~6;M9%;ycw8*aa?)ldVQa}X-o(BMe&3|N*Aihny z@TW8mm$~kzJ(?%1JwIaOk_{iARf;Tl-1vV)XKhUE`52vx5!zd|D3)1Dc%^~449A1t zfM#)_YWiz?FptoNl2qx5f%o>eAP1qY$LW%%x=LmXg@dRmyhUXN6@GcTu2 z7~X%C#8n5)3i^a(^3%I=8XkoO`t_4C^HFYsC=1nUVGIma3tuxNgMC!cZPj7T-V z{;HlqLs?(D*|gnyR@m-teCDckW%^wOZPAu>o>Wvi45CNrU>?c+S{c*mtPKr_ia4&D z#u6w2)G-q@vx5fTE6H+ec{ZDw8ZO`KvsG!_VwC+g#=Sme)3Bl#Rci|7Url9E1(VS$ z&cW3Mf`OoFY7*0+u{hxGtoEK^xF@eaL0IH#$45f5w|zYx9)+UX48N#r)A9?dR-G{a zP$uvw5Km6ZU+_+mhPb8F^<;r{ghT5ZVfm-7zRE8?<@KRa3yP^M#HXI*+DdimnpG?Sv@#IGy&a>by z(1@I7b#KMwxgY)>_W&&mr6q9fyUh%f&X&)?cY0}Rt1Fyt7epnB_-oPh*JCK*T|y{X zod?T3dh&3o+SRkcNliz8&9B;o2@ioehLC&ua4Ne|pxMW+vy2_wmMn(mdeDQI=R@on zX&iuoLbWY50j2{eXpvM?mG(Sgs8{bNPqx71*t-cjcMhR)K0FK2)hT5SIhoFl>6&p^ zKZ{VJmA*~sD9w7m%vdU6Q^5Iqmgya1#brJ0K;DPjPk1^ycji*jS9%4-qRSZpR?jIOEGA@6+W>WH@IR?b=OY^XPl^H%o z{@Fuqf32|jKoBdwU62(bf6_pvQ)kfV7ZQsvhy7wwqGUZUKE%wXye*DEtHyi(jgl1ON?EDNDVZHr^W4mZ4j$omHAhjf5-M*|Nh7TJ zhI|Y3Z7)0xOZ@(F>NXOdm#;Hz<19rq0k4W1ulLoSlJZA`IFy|eH)IgTyQPXtUn(d0lq^xdgH{SZE-QEDeR2Zd2PYMW3V|l)_6S0# z)HR^d`ntjTk?J%qJ@??W1Tb<%WXF+uZ}&tVj5mu7MuW~RqMm5Gp@1<|lZ2F)wOfnz zd!k8qsMVp_2FbZ)Lrb$az>-A7uP)J;q7&B(i=#kn=aE(^txhWaNWW4V^Rc&bYW+9! zzT~_l$FGAFVX8s|lzwbVg`rzDTctg(&x{gKX{J({#~6MaXudyG_0JLW^7fLoN`zTG ze!t2zTLWdL;tv0H>N8(AsV9WF*}K~xCCEzh%6Rd!?njLb6?&03|vwpNzdXMfYHeUVVJ!KoLPn@p_I}kD$42=RV zbV)VwCWV)BE|~OlSZ~W=4bHP%_JEQraklQ;Rs%(^0PNy^Ded%kh3OT-J^of@=Dl_C zxt6MLiT2R*bgN5mq{}}QZ=615f>Sg;*Pb5+BD-#wNG6ww$32f&BDmfB+l3_5y8<#@4t9URK?n|HSgoGz@U4?hrE1M zZuRq#EJiXmHZ}vln5~!tE5TVrx#;t#*_qm*Y2viZZh3Q+ozM%V*-aajYwl%+-TD+p z&mS0SroBU9GLfoVZ%PXH+T%GLpeeo=%=|+BJSkUxEGhneWZ7=yqJ7rKfe%^O?*`Yh z{ZK{?Q5;0`&7>}>(Sa}pHT-*SJKQvSwYz$ zO(kU>f|&G2tfHq1!j1Gy(^1zJ`V@aW6Z&5Dw9IJt?xC&}Kb!M`Gs-S=4AFZ7CQr|C z!=CVet)G(UrV7m2ER+ToIu7@(Ie~SfoLdIR2dom^zm7R#a8;bDw}detN2_=+htgj@ zJ}p%`<-RiV(){thg@Sw)lBO4MXzjAzNtF?TmrcKg=@Yw4BKLi_He{DZiJ(7CWDfQn zilM`d$mS9Uf{Yxzi7#GV_5pPSayTS+(fJe+5Ylb|7=gFU_-ii7W%>X-&EQUiIQ9ao z;m9q+O!JZ7aA-nhg!|6ABfpM|tPk9A;{&%fjUEB-iZ>h|^Ajo|-Ezs65 zS7s6YRsy;j8b~bue0$=II7O#2R*r1)nVBM4R;G7_av}N0u6M%jkYlO=NBVvgi+1Y} z9w`!U75LWAVh&2>q*kk-Q#2PpbMmJzsDh+h%kE`!{rZg>DbV7zJzf2Cuc7G-jOfeb zn8Ph)W`_222^JN@f80-X%`UF25f*%edhTI70(#|4 zCRoci=4z}AQGa-lz%nel>G)FT=5y%a#G?IP<;qoaB^4J6f>#Re)-b(DVEEwOpT=3B z=tC-{bCul?Eh`c{M}&it!5f++!H~7x`q^!*gyBWW29I#b7rF4oB^|D~2{WZVlkcp^ z$_vcp3cS97pJmv?jfAE`D#hX+J`;>IF{ecTA{9yWAe9cz>J#i3@d1mJ+%eW}RUiPDg^&E(OA@s5{4tZvKv{GT)xAlrq}GZvTpY8#E#+#_OSJ?EWlsIf*|m-mGQ7@zjb|VpP)VB%Zh@xd+-8NmmCD zIuAEQ%D!;mB?0muZCDe=-O+_ThU)ze(oZ9{1XD(_#=8az&o47@3H@WX8{?E~L*isv zSItH+om%#CkYtssAHGd7xd?&79|e`ekc(mY)IKzMzfJBGf+VCZCg)3I-Nuy(gW9&k7Kh4z~6@cFZILjD2gCfJXKU1i0*&Wva_^Ibn& z@M}04Azj>mqMQXal6^Q)cDM;{^{GFr&R4bE4gHXMz)Cb%;6}sHXt_%#6^ZYrO;5Qq87Xm|U4*TrnS2?( zsbT7TunmZ;{KwSYDP#V6d?Z{@FxhMK-E^hQTWVz+9g+i4IA};#*t>uMcuUCy79Zv# zGw*vcT642^p`jN26jdQ$d(h4-^B+OfzpVjOx{?8yA$2ks_wJ-#Q-j|c!r^Vf3ebPA zIXSXPolLtkuIl%Z-bu`T1!xgE4w3u{E?)|w^L?9<)xfOXDGrw%epSP87(YZJq}U=- z<_MS9J84U2%)&#t_-U{mPy}UXNgiwWVX)FZJwAs9Li7n_vbG6$PIHYPMg60A|2v#* zXppjoBMKS4zFtkHivt2LcNx%i*pdQ8$E|jQLe_spM>Gh}@k6gwt<0Y{X5~)TWXhe| zZL)VbyD#ksnVT2V@8TTS$s32Cx5~a*hCyvZv19Cdv`foQgM@seBqzy8pM1G;Ct_$@ z3X)b~S6+CeO7&$drsGfX`VUn8vxR`_*6`e7R>Ed(q*md!^C1nM0oriJ>GGdNgYo@L zl;E#F4ZKhaq+-D_-*7uAZ0a#`dU<+iric^f3RO|D-Ua{?cVM|P`!@PTyg z{lRuXsI)a9c61EQEb>6pI9Q>nX#lwWSBzxXH#Xqz0fjy%do08-FZFgu)@Z7MaU&xY zDY#5V*-0(GM_$NTubzUhNBtL#xXMyc9<}ekM$W%)-h~YFIn8sYC#|Gq(i;8S^ZDOz z4#PzdV2Q;i)3?QCd8y&@_AjLQ{Z6vn@W?c4geKNP$a7yLw2EQU)?~8{qDXz3q_a}M z2_u25_Qm*inwMUEKV#rU4fdUqrXdc#+M83Z4VsNP%#7WVLJkzCVWiC|#Ci+lPXF1P zw+@dm$e>iyIy{N5y|(vx{ogu@!)-lm4-MXWTMwgzIdJNnA3uHE{5V$7nNx?!3s>iN z(Vk-agW-!AdK)dql0}D+RLquAw|cy$x6&0rrUq2r^t~&z6L7|2 zbGA&&)l8*D*Z78ETE;J>JSbi0g4nQc|0kgQw@qOXt!9~hSC-9t;#apHg~1@{n#~ zuvP_tinRG7Fj7EcBv5;IrZy2+fEYfi{#{=WCSj!|}i+wZcTok(IL z(TGkIe|nMrGDNLgAKG_m5h8rDCG~kqP~Ox4JlTD4^h`~_AV-TA6UAFS#vF!e-u(QFHD}T7KZ{k|w z1IhkqI%~%$erg*rI4|_KL@R6`YTN>69FK(90CC%5^u-T6djI)XF%D{lW?m}As3&4EfssI~6f@uw)_ccYxC@0q`-`IlJqI+Qv|Jq0_8tO zAPX1XK))+FIkH77?_nH4onfz0S~B7L^f(;X4`Fpr{`N3^XktYC zuYXe*CcnW#_h;Bl_)WvAGA{2q--I{q-r3>Wc=9mmq!!?Jl<1~~ zJCaR=vK3=NVJ7uCIqp)O6p|=`4$dO&o^m16;^jvcH&?ZFDYAx7UM@H46Oj}CqK*s@ z_KHCZ-`-+rhN8p~bR<+yb3hlLuA|r(D^djX zPEtDh+SQ#yT6rMJmDrxDr1yA{415}ZXv#2#akW29GcnWia7B5l!cOmEd~eG?7@cqp z5W~{J9A*3#p$zgPVml@=t)6!U!^biD^$;9|m)$jTw+M`LEqQN`Z4lk=*_H8YIo&g%zsv0A4$FxP$ zVE;m>2kb!^RBQ^DxA4wr%FlqmU-R4>$f=@mo)-olVM1?2{c+x*2RdVs@y-)6 z_+{FRt3phroKHfECs>$*U$jNocqNPIzx#pVLtRkD+8D7W{ZK*Msqi&*J0uOiokUzW z2x&#+>4)U;XD3&+AJW;sqY-m7FMs&p-cpt*ooO3`Uw5BY>YSU9WkE~*Yv1pgFqJnXhOu&Z*IAU=UcBn(?e$k4wri@h8x#&KE7s` zAOG-2AK$zCOBkAUr;CubD`YJQ;$(1-Qh1tSckmM`f_8^Gb9W8yJbhVa5Dm zH_E&yuzx6z6874&xqNgCJCUJX?rdAq^GBl3m6EtUrGVtoVx^>W4(`D(SZv*w}&&M}$H9(iN085lK{K8NVY zhDEw8jq7x{{kDJgz8LWy3AeeLe#?J%+4cPTLqRXze`Q2N5XA;|5hQ^q3i*_N6tSilM@9|%ogqjI@9fg2nN7H0qPr4r}_HHX!z^l z$!|GEqqmj*AO~^Rt2&U3OBaR4qv349-S!#Y>bkziBYy-27J)9g+TXsUY48RlMUi}xc@Jl8C zpRo*~Zyxc_%vQ#&t*%Ro`1Hzl5QPxkMHk8iYNzv5$u1q`jiI%p?*_~~v(H`b)OPj1 zS2()vYLacn9kt$ea`rs+%nS^Ec97{t^YDpBa}BLdUszCxXg6Q!zOyN9?MfYe2T6F* z2zOWbtBWoo^fN+j?8{L%{THvvmYL$>h@X1e=~YlGJ5e;QcK^Q+e~TDWH3NYa;;;mJ zxn2a3h=_ek;n^1DqqLlQ%OX<-ASKG!Lj!&a1y1wI3;W2%G&oj>b1x_RP$G1qjKX** zHH(rWb|eZL8r}K0^lMn()YYw81PDzYJiG1wiR&`3o26XAeD*WkDJR+AQe_46umTG} zOMnG45L6%ktiK19(g~-=m&cwQt*`4h_^(eMOWGA;v+V}vza^_eB;(rn^Lz)_KAq8E z;V`EJg;GcmO6O(2Q;9PJ!%{C20(loFMv3{-pP=U4W5a;^=Db-~&8P(LAp%i{Qn2<= z!v(*?W1mj9wXyx9wYb6Ri+q_X5lR6Cmv|w2U7OjC>$k7Ai0aeAzQauT{M0C&PHb1% zL|qs~=9cqu)J^3@3z!Y_EYVQxFqR=Tr~jVd?dR=pO)xwYkpJ-ivjhPHq(Mk#^mQlBsgv|u{b z^F8+O^*9IBs|2!ZG|PajuQxLP9pOW^78wSQ`3fsukMpd^0%sDThO*H3V}8&-jA3U48nC zI`cVzL{V3uldlRgcpi|(6)qyU0Th?MRnp{Z16O^$sXZ5%)NLD3^B9<^kWSUQ@2=#Q zT|Vy)Y#?N4x=Swx6O_Wyw+8Am>1{5XQ6*3e3*=S(0*u+hnutwiT+ynA=@d?=$V$S% zll=y<9HVis>+kuvkNm>eomBLR=W7A7DQ+j~uleB}{W(<;_SijVu04+hF*Mi?{RW+$ zws>K)nT(Z=;5%u+c_i=8qK;x(h%<^K&0IWTQ~WSX>^y;QGN_wLuG7*uKJhr`X@p1- zK^vS^DJD^TB~VE%b;|P~X-S&(Ix*^!_F^jH#hvwlXu&O$C|~tA*U3W9T+T)2 zHXr-k>vWE2vdKKkuG`bC&8idNLwF}?RjW9m3lAy&-?j|%go0P`)OqEH<1s!}?2!+C zArP>Ev8$i+p|cM%WUj!Nur`!QWImkNO#&uIYlBBW9@~y5uma7#q)b*gKlbLW2>m_B zgSi(>K?%a#M_dGXnnkIRRiXkQM+T-2NAW{|e}%!D!eDJ6M&zmo90$LtaNJA}0<{LE-*VP^Y$W zOGi)2JIDXthta~D0CCB(35h#Kj+pk_Xe(WwQ~vQnYp7m3xQw~kp_UHn1@rFo_mgQKwL726|z%Svt9xv`j-W?lq&q3xbXDBOG-v zfen5DQA!DrmjWfnb@gK6YjynVC2uDIG@$}y^&3e#;twovkbv9!WmbMjt_q$>#C<52 z*lQF1(o{a(h>athgZG4mKISt-9|_L%&csO5dWjbHbe=;gpX$P4PSl04Gxe)BeX@q} zDH%i0g54_={d-equk2>fGmqDMa=0W{`#N6Un0&L4l_lffG=3bUfp$G0&A>7i+YoKK z{fh%P-(BgP?r(+aHmBlJBZ;TW6LbHTO+=;ii2-xbKfB#2{8`Rk(WQkOq3grZ7@8fK z`a&ncD9S;pGx~zZJn&SCmycF7=m?lG;ozaGR6Cgs;X6F#tiYp_yKna^diG7e5;qi4 zAUS_{T3_VW%OWZDcqPvr1vqvqQ{!ulOxI!)@bR$lrLs3=*>3x zc^7A!3+%#4mE$oL0i6mzI5$>Tu>_T>>A$X$Q6k_^S(k8ii)8 zl}B8)K}rh#g%;Fd-}Ci!JSU{fANxiL;)c`0OXjH%b$A}Qo!SO5V-j!i;Vj0>XEIsd zv?l*GhyisLF(kQL(Ru3{_JRDZu$t=l88$r%HJo6u|Jaq{Kn_aHTG()I?RB=CXfJCU0DVfF)NSy}CkSE_4GzUr~Pxm))0u{_4O9}PE!mzp|1 zdx`h_1wPtMP1)v?_iohAqtJ28NhU`9IKpSam}VeC;b?GHjP3on*il!Tww5nlQ}uZ} z;!Bk*rd@W9`Lm?zv=zFdXA(VrI+5yff%tM$S!X;9Fn9nG1NF2RlMOhy|b9H}} z_)9y?36cXMeDC055ogQ zrIEevbCxQFgNJB?*;ag=@GW|e$^T?O$TvrCwMrSw9b5jg+=0A?)b7Lk^qQ$0^Q0#) ztQWZofG%MPfF&OUptG7Mmxpi+*nIHdcpM%!shY#o5)Kjl32%tlJu|&tI@i2&p1^^sP>@_jwli`6#PJB68{E-V!LRe z6PXHC8WwIK*k1AipRZl@wy>u=nQsUAgP@$p!6rz6D=wybr#J7&1>EjQYgz`iJ9d&= z0EZKAhpmiI3TvP_cfPrJFxL)DW_c!1h;?J?W9I^G9^$$j3^)3SMt0jOK5Q$bKEfKRlv0GX9i``B zR%SQdUlDGWntHmcv0Tr(I=f3avv&8YYD<>j_S^q`1xYLpgHptFt8N1+g@74zvJ|Ii zUbpU0|E|?p3nVHU&mT`ItNjy~lxKlDYH1c-IzD^aZOZNh80n2$r1_cy&*^eNc%7*L zgz19Mw}xZe;3J;D)WrE@KiBa6crS3JZcply>H%Zi!)n~s9=YFw4R17|=+x{h6-U(^ zTwi?WXfT{SSp!9%;lAiw#<={PGkxzA0d|&JcvBY7%rr6a$NDql1lhuZBypL zHHx6_j9g6X$nMLt!)+keMH>>e@&%XVO5LYM)4+d%+feiu+5zdys^;f>%LFOZUm5C$ z{Vui>3p8tTZ%0&CQ|Kx2sFMo~d@ER^XcZ$hNLyETcD`kJjAyxMM3GdZmNUQzR74Nq zFIR`sdOsw1jhOVY3tUVN^N-?)!Zp&D*u=J8+DhKO{w}70tD7Iv4TdKJI_3g9b~`s; z%67ErNQYA~r}4FX6`zngMNgEe_C91~uf2Luw%8||RYGm4OlOZtEcJK!z=z}tLD0F? zOwpnpV9|YHwH<)+m2^+r1(bE-pIZ&*Dp&M!PeDcO8`dehyGw%ZkO>Fi2_4&abBR>^ME5@b3c&JAVxRX(m^1zDtcj;+n$Yd;sqv>ls# zACbf)`Xx8%ywAx123PVx?ls}~<#<~4Q_-C5a?Ez?e%YzMVwN|PnvHfP$L8=z6yNSU z54}#7qQ!TIDT<$zwwL+;FMPp<@sM4QY)r)~o?kP(8shK;`9SO#ltS#hcd9Meqa^`{ z0x(Iv+)gGeK0Z9rsJ=em{0h8&o1LcpZ@25x3h*&N=^@FU@401N6U+Nv?X_aZT@;i? z$RkJ@?dy-p1j{sX={}$ zCxj*dSJFp#PwOTQmM#jL+f7Q@Xgx(js6b^1)zNW2;)0mrgl74E&4P7x3)TLkuVC}D zOre>rsRu6uwXg;zlvr1iYFsRBA5aQo6vK$BQR4ryS4a5$RoNp;gQ&jyybgxNp(k{-y>Z9V!Pp2A5Dpx*3(i_p!X=5yrR4MV(MI|Z4 zWR{l#QQj1ga}z^}GcVpyip)MqlrGE$^#!p#!x`7HXB3%g>VC6Pre+ivR~M(1Q}&HQ zofRcxRaG1_XDK6|5#%y`F5_y1 zi6BGSSgN9|rTPz?`Jc!@@F752==RmRjT?owS8O%i!M-;nW+f?^GgM}w_;Z?2j!<3u z0hlJ+n<6mQB8EZ!NmN4W9q9L<&@gcJ?&3DQ88Y)dU;oT__%f)n?6qh%y3g*AsK~ms zhGfs61x|TbQt=y63b38K?nLT=gME7@|K|rn9L69O`>2r(C;dSX^bg&@zJ>() zgww7kyAU+HnqiR&7uGK^XFmFwe)3ItD1SN%#yu#6Dus#~K??X*pOAE zmfPF={^!;H7d?XC1>jfhb{wTked;jxRSZN$hITV5RVH^j^Zw6K&4~OtDVpJQkzA+Kd(Q zk*kgf?AL$Ua1Yp|0c))eFZOslG1EH4<}*-Y{!AxpO!XBK#1jptsw*-w8H(f)yLT#cI1oX0rxookjI0 zlk>lYeb2`M4$xe2b~Nn88#ooKUR1{txpV+?1$92yEBSk;g4ASKs_VMJ25@wj*j$DL z>J+%g+Jfc?Mxez9)>}MIW>Cl=iDHysfycrtvC+Ok8*a#`U_mA zj=)2T!tFu8@r-l)cUfs?OQ+Yt=39!HmmM3@&PNIjBztQr+x@1kk zpoemWPfv0b(_R8^e_sbI-|I{oGSE;?`gt~ihUmrt8<8h)w-rRv9^Z5D+L&QMjUd%D zSHCmx^V|gF?Aw#vY?<@mu{rcp?2{T<8YDtVKj263;8^pe=kq`DNy!0mVb7_id5wwgU!5`qLVBZ509oAYD+fpntj9w-C>N~pF~zz=>Pp3MhD%Wt5!h^jcs^tq8u zZr!nmrE)v~`Hl}^5o}ln0kVMbedUag0`mcP0zWtSvKuApxs`y_KLxx8?a((cL1)4V zQ+JK`O0uW%=E}Yn*hIbB06VaAV}tS=0rblYQL(#G9s^ydD2D{5;{cg&XD8}2Irk6* z?TKMzi`Ih1M*%QtVO$je$6zZ~o)rz!jc!Qhdo*|g(kpaKapEoEzs;v^xNcllTPSZo zBfMjj$h|$ZnJ0#X;6&Ri%Hb?=#Q7T#+L`yZE9dSiz7EyNrEfkasCJ6H$h^9XMRq?c z^1xMYH-p}g^oiwser(akIC%fsd+`POT!Yr1pQi+#A@RHKB$xcO0*dgHc47nC{tP$C z)t^ccu?{trI0jIa1_|{xS$LN#3Xa zRe&BW&UJ~tSeA!2qybuK?fT=Qek)cpP^`=uwmiSC0Nw!07co8iXIrXWHp@R*PkQwX zXX`xOI?3IksB6xES5Q2E>ZNsu7(Hl{j0wF@=yI>Md3Pn9`X~)l0H@S7^~^-Bj^b`5 z13Aj~Z}BH1m%6TUx|F}S%O#0T!P}GiD1nN)sUseVv9YgEfHTfB)=#XwAndK)(Z-u8h2?(nDJrz*qF_-#=XLX!Ybe2ee+ zVscn9^|CC*eRg74D>L)W5YWkrY@=zpW~Ta{Oo*+jbj!Z`YFpfV*9{z%ELW9V7iHG^ zqoE}#uTpM)w0&T%WI~_fqT-Y`<32azg3Sb~wxx^FBEr?%T{O}6CUXKJQ$w&5zl~}$ zcjXsW9=HqwDD%YNy9ydYE)CH%a+IcFt=b_uX0tj) zUlAW=RC_82arZ^h*$aYr4B~H6&I6_&fBc@XNc#pr%-xilg+;I94MMWdZ#AlkdS%mh z&%ytvAj{m<{VkyLcC7o`vn|bP$nCvguU2I)c+G+>jhXpdQs4-aTzyV}Q-uof?Gsph z{W!2G_~e0ro9$>*a3G(P@5RS*#94ZRDRm$HY{@NN~=wh(3*yevrYnNNT6*REI@F|kRHx{^E zjwtAp%69UxEFO>D26H=k3OxBa1PQp=X{JAKKrI&emqZCF1Nc{3rBYG`(}U+401qQc zWicp{KeR=v`IVmg442J-_{B!j#wF8cT+PB}JB!Ux2SBy&h{^{zyoPj2&TWh8_MeJRhGN1Ff!s;bfT zK*B!w?7^7t>X)IbweIYA-bqdVXD!)ym~WMqxTiwa(J3K++eEI;2^RcVkJ6 zeS9hjci)}M2QFQl56TDJ?7RU8dqv_I0f>2tpdv9C(FVwyVkz38ex^x)K4Xolc?ZUYLXgOBIt8|Lkb!aVI zHCyvQO0l~Tg!7!Ym<#lJgzQR_To zUw4k}M+6WLNKRgVcNX&eDqG831`aW{8|a&%reu1>>e2*1DHS8n0>+|P54lEfVPA9Hk5} zphY$8A&8<14w2&&IupOW1k=5mbE7~liRbsnOizLMmxG@<)V%U-Kk>DUEqN1;8r~-0 zTx5s{8++~HSF8Tbd;f2a{)ML$nx9I5nRp<`Qb?c*5S8bF z3;JElU%Mcp3+Jk?77jW6ZVDL+Vz`QzmQvGDW@1FqiHFGJ*KCA4xZ0lmngZHCgP+m- z$+vi@aiU_{NuHF;TFog11=<2Z9|evx3}@wTyir;njS;#UO}(Faf5O63+$I@4&%vFZ z?R}YeGwQczht3QvNfFY)3@`GW0MyVv-I;l{3^4Fr#XOrEP?6!wRTWhxANdf`m$CbH z89h^}B?VTt@4<2mm?$IMb1v|yzi@?r1GJ9k zbd8EaDZFy^{LYrYA6hMCLW0gOJ`WO|KVRE5sAxH5`grg7Hr#R%Rr!WZWXAftL*0K} zKQpG+Q;V{X$e~fHgM>fLji~f3zxVG_aDbyE_rcN%ELb_y>ak_S10mmyS48}>(G)@o ze0!~QUJ4#MQjdVE&U$lJYZ6?&x`T_+z3O*gnFDzbY>6oyS31dEN-Ax8ZIyZKaH%W} zf<^Q6%{@PGYw^d*_EtS7C%jRseaB_pm8hxj+0ORRAi+ycjQ^?)g~dnTpWI^}ftrKz z|FHL#VNtj1`miD+B_IN#2x1@|N=k!DcT1ymH%JSJ2na~SP(w4M(m8}E5KH6P6*qi#)pYYQlxQe8!V}(1;o{L6)#~Cj=D^i4+@yubgsL ziPr+yQSAdLKJj0HcF12B0G=+`&a{a7o^a(F0~EDW%1+<|+LO>Ka;R zDK7rfv0s;gEY9prEFYT+*UNTE(VFvE4+-&_(L-k8LnGwRJz{qx-vq#Vf zx-f;qhPuBN+W+$St$+UuIH%^S72?;9Y@;l^1iCffj6-wnpc8C%-$SZ3;9;+VESX{V z{E5S3m+chDU>Gi7zM&rDrLzh7*&23^P2Kl0*%=)--)aGpK>+7TwJe>*hCKm{6lAxGFj$lnp=JX0$Y$8h|lF zjlLHneEeR$&u}bCjcM)$^S~YylMB(WbIXb{c7Z^l*D~H3%Gp5Os-?IX;Hu@u(DuH1 zoyp|2Mc|gY#WQP3us7x>Ho4gnH9x7!<~`Yt?$UmQHMV*OQ?2dbKc35|_os^ZtK=3X z!OP1W6d_zoTBN^yu->OBG+LBfe%1q|vr%<`b9Jw#5F+11&DzHgQE*%x`MHdTqvb_i z0`SWjV47Jj%T_~MoyBhuTM6gDvK!r$zTBecI{GaYX!Za;n3>DfBDFf=I^ob}9W(}R zMYrW%dJSorK`v8>um@s&fOge^v_c-!u7tuiW~JFHTu}OlY=b)PC9xGG)_EjYKF>CR zc@tX#8A4)0?Y5o&miq14rN7KhwT&MO+uLYI; z$|J3qD}p*R!1EU&wYf~eHToFhmw)38xXhpdCU}kRcrdGlSaAC-xd&N~%dnmqR8U8J z6^bEMdS09zqCu%b=ucDyw!MxQqsj%qsd@~LKG_gBeU>wBzX2w!S1%KwbDeo8^xvc- z6X$n0%osq!ozO>;VLzO1cgT1lajD~HP~5WiIaU3T++~pm3Z$BCkj`I|%;-dwvQ>dY z;B|MphVQ8^P#Oz_BPQc&_xHU@nBGN3V;1PQ`;Wf~q4pQ@_A05oYqiSae)nPmL4BC_ zSVrO9?G0DZ%Eq-In3g>|w)O!f3J?gnGp8R(IuJ)zb%nFf=>>xS;L z)s%DKML#Za$0p`RUau}^O}Ly&$Q}7@a7wx1G+#@3NnK5;6$>{f3q+VwhBn{QOV-prJJ* zcrqRjU$J{-()}&VYNw%tR*@Q0cgaJFT`wZYphhg!p>aiB;f{U;_@JoB2RoX~;^M;J zJDR>>5Vh;)qRKI*#TJaOG60K5F-7G<^YB2CN9kB@8!*pZL$!m8$BL#6xc|$rS&6k- zynFAs4cs1j-xJf^&8ouN$|AaB&?0ti5dLsIFEboJyf1pzqhDxq)z&w4r~U-b=!`GM zS1-kqQb;8-`p3!cuC@@i@aYDpz*2&dKaoe+=U%tg+*)|PfKrfU&ZT)U25DcU@f`t* zB<%X*eh{{k?hChmU24QT`uzi!+2Q$cfo=d+N5Euu$&$TYE!P4<>NSpPS%#@DhgJ8Q zDT_b!;=*Sb#~#9`VlbTT1iR-3Mdum7e8*>~@O9rwUOypa7KJw&1TuJ);HP(S16a#X zhU|??;pjMfuEC5kZ|=)^6i#`+TgFv@_AoasOe~UvY|y{ZuMnjffUyw!6U{0p3H4DP zsuf5`GSK@}GXSs3tsqJ939u@1(&S8{<$1nfYLXf_*q)nPXJ*^qb1zF+?Ap>QDqSY% zn+aBcKHg$b|^_6LcDLI25uL}Uv;etCqjAtytS|a9u%IV^`hTyWO5blgs$GFdA z>7Ifdn~e#lo(h1$VDGBSCGoK05}C?o4ghYLaoYyCHE#f9rz(th>M1VET3vBFLY+$! zX_{oCVYyoZy2+=&@IqcJ1*0>qbwyjY-SxD#*A+J?Kz;xGyn^iMVvMT)r5dc8l*(T~ zvnr8)i#x=;Vo-wsYY?g`;ly;@^b@r5pd2bC^}GmhZN9qN<9rvgLVi#Ax?*PV_i*Z@ z35}`s1rNdL0^RHpV$4Rx;nz56zHg;Mvw*8T@=C8PAcDE{dp{L6c+7sG&|`$7=3f)B zLKgdJK~x294fL>)Lb~XXIgoU=$n=HTcXApd}*!#)x(+CVA>0PF-?BrK!P(E+5zcL6=0S z3Ytx#BC{Eh*D=@`u+P4)YXff46~JbG6kyc>F?L`9i?*J$tXo`!=O%R%~5}m=AmPrTsn^vJbZuG#ORkC~R z=#F!4&R3-X(QgEwnDXc3`5ykhC5hjMg#$+kce<7Gh#c7+!a~4+p$0fb4qga%?E_Wi z%?m&{g};2)|AaKrcPmIl@Ds*XL< zRE5TC*J76>L_GX;m-m*HgKlIW;Jpj5s+nlGs9z|x%klp8(`9`~9&h8=doY;aW6vDZ z7w}f!&ZkEKV|p6w1HgNxK?RN@KrwJtvDm6S5X+fK*gXA=%)YmtOW0fSbHHhYU4-xc zzQ^F9%Cx44RuxvLhe|`?Fn(In;v5C;MK^Nq_{Sm<*)1jQXW70gN`k6=xO8FLbwElN zz5Dvz;V$}vRlo(?i;Jr(f|TTWk!rIxl#Y-4>CGqxJ$nC~eD{b0ePMmZ!IT63>K5QM(KVX+bBSnaX8zT-X04>y0uxv3BFbg+IO4gV7Y2meR*rAgf^3x{=$ z_wm5QO$;!b2Uf7ZqtlZ=zSVUGe!nUM4$s-2d#3v$1BLQ+f5DwF6$t1P!t0Z%{`?6; zv}a00kOyNwtjBWUNNe;GmFK2Y+50fnbu9q&$WR!zif5BL{rR=m8MOWSs=!A?jg-B= zUd}Ma8}@$C`LcvAYR@g<6oW7S>zMd;VG%4r(e=fnEfDy4ot??SOcLCs@cvuTX6#!I z%8xDCeise@GAQDY9xoJvrU3P@$w|qq_@EqRfT#^AxSNkpIc!q=>8&nfchQCOdTyjT z2cMlJ7BxzH2yugH_!u-F$Ui~}{!Q0H8Q1*Trgv?Uw=iD?pL|l1&=%c-Ekedp$O^nx z34A%Sn558u^V(Q~iFFk*@qn9_sN0%1%JX)3gRb5){QiMJ81lzQd{4;}8*wpYJ=|>? z>MPx_OvuaWxneVH)KNACe_VJUG_nzafxOEh|K`Q&Sen;l0Qm82Q`VNwTv>e!Z&>`^ z1JRiWSS?I{o>M3#Kg~91nCH{8rITxqb$XEQVxU0JxDM{*%Jqa?SbrWyCUwJLS;9e2 z@3Jk^9DUP8by8Btk`bD&nrF&wu~7d8LS0-x zUGS(QLvNh^uNnXMkD~kJM=Rjqs^U03-9mYecuk(TEvSu4C3{e}-tr`JM!cmD7?Q5*83CFU~TG+xj3M`f$3 z$eUf9rxpmU2J$Xw1((&AkkPA2i8fzSMlaCDLs{;dDvcMG2YV~1GhVmlb}o^xC2SBh zr;*Aby4q)M3|=nW@%uSlq4x|9hnqdzu?dGY7rI4V^KV@T`8 zp}*HJW}~rpWc%=YI9$OpGpTw-@b^buU6=;0@xJI~8b2$ARK%&$)3J@-utlbY&OH5W>?;QnMX@3h>wkTJXh_ z6Grg{HT8cpy>g(C6^O5n6S{V9c%g?<9X8|NFD~z*c+BjLqOo0gQO%-j=(@3K zx?IyQSKh>ssVqshGW{L9SPwKEvdh$0 zRVBAl1J@np(MXjSoSdl*W?l=I7aKH6v3Z;V7p}PJX*jwU78q@3~kl z76*<~>lc44U=l|WQsks*F=kxVi_@pE?Q!gU^2)9DIskft!C}VqYB}RiD_~H=uyxV2 zM>uNiSIQxG-CpI9bS}5_;R#z2>c_G!G|#H*eeJy<8o!^1)23!rrUxt7Wv<21LaNH5 z4|JUoa@jRW*uUB%IBek1TKl?K{`}Go17B#0%ZpXUjFw^IJMYJDPX&QWg`xVAlP+0u zGQr<-LVo6)@*iFR|FksKbo|=4vPJqD;|ZQ#^L;989_jdXv;F+sEKz8?Hp%XO437n% znJ`cO2(>n;kcfg|FD)XVJ(tZuSTJys|51ZEBqcAu8>3$*8JN9HP-9ox(MbOxna4|#;4 zjP6$RxujIQxhx+ed}LqNcrG)kNa{yiQ?)~XMX`YibNXGz>T*!N{2}>I#{}#q?#FuJ zeL8_+v&z%^aF^p^#uW!8-?F}{1e*$@c16T;@TQ2Ht0gi-zKfDap{TQViH_g`6?XFG zEArdV$zfBclnV@W`8l*!B@Z*zOprRzqCv(d>7ETI z@V4ASb$d_MZX`Yy9Lq&j6BI@NbLISFHTgMT9<~rTKSr&ovhfh~On<87KCB?^<`h`X zm^kb)>7f>Yvg)anE)TjTp*@Y;J#rqocwG#KDOLY`U1q1(^gySk1^KmaP@co*fZH_5 zF5aeOXRz@QI!Ypt6`ql&+P0CA)I~(C&T0XO;)P z1-YqcPKqOCd+TmqQ|Oh2zR1J?F@DQ>E7^h{KhLdW`}BQn^+|r*n?a!eo1Xbk-~R)7 z!j9jl|M8!na(4m#TkYBRO*pz`_@bbhQen zXuW&Q5R&uoEc2bynEm~vRkm9*5~c4{MT%x5u*|Xc?0cWt2yZ3q6>wQvyQ0rbJL7*Q zqD6dUvB|^72R4ut95}4b>J?j?uT1M|NNz+=$=ONfK&RvAy1iSbegfW2foN-3JZ<+y zhiYPXoc1s*a#TiMb-kQtO~h2dmE(?+=K)MSo{$rVm8q;@l{NdSUzX_Y#)kHJt^Y~4 z`L8buTOz36f4wGDyePpn;s|&7R-UsbV&JRQpOM4X8&%Zh1c#mM$tYH3(Vy2@FZ8qS zOJybYAJf&ZsZb)B`Jz>H&-QaiO^Q|PA9NI6B<@eLMW%M7m87qKYCLv`m$0HYhwBMBxLw4R8>I)FJDaAQ8%1GO&e>KS!Pc)&#ZZ&vmd{9eV2ct zx_wXQ*!BJBm%1eH)dPZfms+Szy~zXlm~L*gYFUp6+wCWuoz%RBG!(QBVlk|`pBai7 zV3j|z19ldFo_4YEwU?OqqAPSxDxa0}p5>$NUB|s%JrnTHN8>+=B@3*9+?>rXOJnf$ zZ`lKhKmXyyCrqvFi}`Xo<@x94;1GiAEMzb2`-) zfqJ11m7VUf`K9$ZCVy>D*i_NSywY)fV;Hxw2b!$Ayluigd_GCUwZ4Re00-yuXvR7@U)`! z1=3AuS%SKn=$9Nkjw}9aJ4I58NcqAoR>D)w*Z!-hv58?*uUD=kJaCJA?ZVft7tE_- z1Su|eC}7n`BDSLO}4zNh=MF&!FIKb|Ed5Oq5(iLmHoXdPB_G`gch^rowgE@V?e@eErtg?bE_w zBt@NQbjQ*-R7kizOrnPENxD~^OV?P5RpoxMX+Tgy(K6QUS(Utl_a*HdSoZ-%=Ki&t z|H?oEOX3HE(j*o|pY&JmkOxJ-j9hE(KxQNf%};BJGrc;g`w!#_p0-d|P2PPp2*uT< zJ~Uw*$ffna>0}y9HCY=rdZnaJP5n+hN<9ALnw;}@=GfSfe)S4n?k~D=7w6}m?aEMW z-R5Aq<~xnUujru_PEL|X8S`cehgOeDWJFxP!J=G{%?@9mn>wu4{hB(PaM0PB8=hFf zrTCFJhjo24gl;Z8ZVKm7zZ|!lUy82G{qZDO&yidWOr;)cC%_x_PpA6tsr@Nll*_&^ zM^8V9VzIkN#PlHjj>Bx{SPJrhzpEtn+#}s@s#N{Q1dB`O+g@{q9#8wvE2grnXov6z_rwnvT5Btkf%qtNezw*=G=X|Fr9F zV*##TBmjrn4uIMEO8_1h`d*v^F|5!j=pI;uBt6jm>>RxxL^bDDQd!biM~|iX@>L*5 z#f4(Lt0+;YnU`akT<*d>>{5KMquC%H;MHI?@;Mz{rU-G7GHIZ^15Pu)TYk0sD!lLM zMHMDhyodDf#E)q}9&iYKNvqXt9|JdthKo$CdAdg~$1L9beaO%+WuuClR0wBnkth73 zs|k**YcbOn)4GS@(~1v;x@m4UD!y5#v`r1MPkh2!ANSJdYxWdA1u`*GQCYi`d$Omi z68Z~G5Jh>_XT&1C+H#%gro2v+PPb4sxpAL$#T}0L3AGPVoF5AZ0%Q zE_Y>Dp3!Tk4Ak-i%G$zqaBj9R&f5-Ng^IE)%+Ozw%`-x_$UwT9?CbX+; zZ9rezd`Na}s$2Nf`V=6xDhGXeH_ku@OP~@Yr;h$b(VHxp09p%Iz#L1IusGTQ#CAxg z64#AIOiM1w4lz1pFfDXnTI{dl2$qBYVi_lI(=XI_;<@ZJi>JTARwCW5{$Lmn!wdHd zLf+%UP18menFgqekh)24%b5ra?W<;)B%?F%#6f&l+>5u&IN}(v*Hihhsbs>XSXjef z%Ae9!HHlZ5?E1dwiMMIUA5SXMLk;tTeX3%Ub@}~&?^NJ+neh0&7RKRkz3*X<@4}-9 zwh4bMijw-B5Et|qx7EzE%!l3l>nu7Tt@N?XGq`Kz$m>u;vS5|hj11{--}w`Rj(QmY z`?DtA`cq=a?AJ%EdtrY2=yBfaDKKPIRJ%aWF^-XH0N|e(OXOp{)T|MPd@c&3!z;Ir z_23;8vj4fOxb$8(enNHpz_bsqLAFw3qW{L>J@Jdlt~eG2k!Ab%bE!<>4vw9NXV%BV zD4k~O3hrGIw#^TL1S<3*7hl7E9KCX#AgQrQTE@Cp6GOf$H?Ka3MlPm;-3*-4dE|DS zycnqyKq^+TfB=YVv51($MIzs+pJI_>IC`>ArAskOa=e2dYZMy+=r)D}Oa+CnlWc1( zDkt;x8u|qo&C``>Daq4O3W$yJ0fihI$U`pwIly{XAkf7~<;8k4KxgWp_c`(Cm{nan zM|>>!E9|%-3~xEChFCn;;JKw&m3}>`|9y2*vVm}=eSPj0!zCi9ot{;B!op}z!p59? z;p_9pDUh{bUSEXCWi7#GT|)n;J!gL_Qp}d^3%&4TD-t}iN8x!s7iZZE)2ifSM}g_? zVoW=&gGCMG?pw(PdDytRWP{^kM!yT~Jbu468ec*5+}idp48^o?8c3c3=u4u>J8#BV zE+KiRYz3@jDdUB&4CE>jOSBe#`A+HHaKT@-^q}vw3UGIFQ|dmEp9{cx?15K_BcdG3 zkn(cY^x%otqBhf9-7bL2$CLS-{H;#6M03{L(3&LZAI|b?V75wOSB|h%+@J1#oU|LJ zwO$F|H_=k{Nc}<#Wh_#xQ`o##b3w$?x#(}C5z?j1J3c9UKlJ=S-@9rw)wX>3i7oc~ zwCg9Hyl!7ti)|Nn!sk0nCKR7+ z>7u)UkqG%WTIe@{9W#%K)>RzUiiYPKvFUR8Hi7T z9wKKmrzOEY>b`x~q_z>bI*);<*~m)8qgv>QUUcJnE#>7*(RQG3qpGihDvJ9}0z$vw z$T?shL*o0)D>K9SnG${p3YOXcUTEc{YjAfNM*eUM&kd-^lKNAQdm^Ud!9=Y|5}~Pr4aI ziygm_YmNZgaLTR^Ki#xzvSSCM7?ii6Rg3iz)H40q0C!c2#jy<37ug5T?K(NCiDSB5z?AvlT-vHXW z1@GOWaU0%4WA(TU1q2AkrWY{%TE{p-LKtIy3KR(PaH~=XYk9=Z5p!E3eJyxiO=Zs;=+ zgcH99k@vKhPD^v_ijR8D=Cq>Ar!?0w3m(^v5kQbZN0m)I%qs|B^*{>PTEyw*o;YD)`uL-gWgqR6q)Abs5w2tbvxvsF%!_>Qr&#Fr zvD0J;3tCC^nW={zm!f=5#?}xp%Lq6lE6f6qClYr9ihGG(XLm)aOe?s_thAVgz^B|V zTpd4`J+~SrzM09>>DX?_^_3DWOXT8fAlDq)!A5D}a5@qN3oOp%QrDbF^e}-0PB~|? z<$Lz!MOISFY`*qr$K8wSc%YpR_O1u~P?ax0?ZO0-9e=lel$aqXzFHuP$eHkb>Jr0~ zH_t|;)T=r4%NLokq;bI2L~75tc9tL@ylZXMm2Q7TDC6n{>MP($Pd{VLMG$cBr#7t36+GI?7|g z7N=%^QDvRU$Y$3@wdbT`0KQ&R=)D~ms?yV8($gv&Hu+CQd?2g#oOWcjb-Lp@_*gj zV85^$JP#{zXq?^MS#AjCrzJjn8z0*colu|@EMo?^Yt~UAun7?64*ThVe!i{zFU-ikruW| zUfr4>yve0h@aYZqrWhLHe1cZ-Ji{jVcYZuPTf+Ao{D7YZmG+}U@@2d&St9Q{O()?K z7K&!e?+NqArKHYiDik&wl|VAw%V`Q^w<@a8c&zg5Veg)RYNk7vrDPffgbmeKY?W_R z4=5_BOZ&(;lYOIofZlzO>2>sGIv<}~8qLtA63&pP^v&cc-_pCZ|_0i)Mx zXWFdd`BubIigMp!2Tq1R{y7kTsWZclSq>aiRwJhL`or6{xCL5Ws_m-XrS*hmDYYKE zDYTPpUU&!W#-h}w`gt0VcZtHBs~7Rhu0%YsN>13yM-g27tQ&P;tFG-m6FGryid}-x zvek@cOE?}X#W`;7o095tCY@`|nY-+yd3+va(5&*}-uyoCJ&enDq4)+#!}3=eHmx3$ z)%OI*yLD~WZ4Jl+z833sy^c-YvHg4L{etaww5)1_~nz}*ebUxtbtP^8cOd5+;Ccyou%P3782GunmVMxBIuG4^X6`+os zR+-8u7ql#KT(jEq^F8q{D5{hR=l`)!iBFcVs!d(EW>3vwEL9w&vFam}LdJ@J;~4f< zLQhSi&pgz=PjwGJ=Om-XGviV6T`71P2RVds@03lOYfi3NiyR^fG;w4s%t}@5bV)#H z6MSxHGV1G<(!DOyAYsrHyKm5fkcrIdi3mXm2)|i59Q+{&L3usy89p5j zIoeziVqi5-U;l>I9CBrNnVk`1*ypT_5l?=4EjzwT$gp+`L)I&83NF6FC+PPD3n5vj zun;rE_Re>s`hQHLH;s)S06iu;FV)!TEl>3RF7r@AGCjL|}roZec!+Sr= zLborv1<;OkX@2zbxV&M!s0vA)Bc#Zd?GwB;n`Tb5yYggqUQ6Ph=H+RUf?Oo|r5|dj zpKDde<#LG!1Ed$2>qI|3V-t*w4{)sUUH7T$6T>?z6jJ&msT^KxXLc*O$gQ8|tut^( z(rI>QGfYAeIvz5*)9qHpHFQQnE^Nz83&QxH%`;Zy#G47oA$rWUD;CH0_Xg8MevviM z9M4y+a!;hEqR%ut(zmz1ZU3A_>CHC9Z{bGdgsQxKZgHgMmFscjmCb6kAd@p^Q^C5i zKAyD|E&(%U!aq6|mCZpTiVLTyMNYn^(T`gdpDqp%K?WMah;JRQpJH5|a59U%gi1io zNQ(ufc>Te1XY!0tK2Dr1P;uG@Y1_c@q}j#sc^oAB*YTmWDFvb2F z7^UsLN26PMS06u3mJv4B;W3H4T0??2>llA0_-BjnS8nnuDxPaqoWsm7B7%!?mK}H~ zuCX6?G1yPr(epkrTypkfjMrc)K5syhm2WSOl<964))>fohv|!W`NBQF7m|N&cv57j zioThrQ)ib}hoMws0J#vdUeyYj==o4A3YoBsaLwtO0vpPd$fDg|nmY>IbL)G1HT)+i zi?vXdEe2M#qhDhO?ev@QER~S0>ue^xJP)rk&s-sqna;W=S~)i$z-SZB|KaT20p(ey zGapzwil6w~a#!13Q+H77p4siuU&SA?@2S-xWTDs|z&3E}$x`uJWX4%8CgFxT=kLWZRWr*o53 zDN-yBynwS(3PswrFD0SRy^~~4H;wDsz@lU@kCF`@FDXQCcT+l$D^O(Li&Z4eu7Poc z&2?lWH^3eo%K|&Tbv40C2^>(ohz5!DG`iP%bZxjBd<{3 zb(Nz^!_6qHa(GSq;xiJWAe^?LVlrvsT0)@vuCuwV_M(qCYzo(opz2XQ)f9cbS68Ab z^z$!tysTvpUq|8YRW|yKu}3cCU&w4D`~@zmPlvGwYvQ(l^3x@isRW~)sz-gdAG18^5F9Cw6zEY7_@%#E(zjmVz3+JH z8Shy7tb%tjqwt;*VD)6Q`ak-cP{ok@)-k5aYM71hL=2vcYQKHgJze&Nq^WUjp^BL? zQ=i9lVpa{8*Vr9uip|fR&UXg^Sjsg{w?@K{@Rm;HE_X-vi*1*ssKB zm_xK97H}hl=A6+NQu0gc?S>iqM4a`Z^58TzyHcv_%4ud(pdv-~+sOVG$CtbjyC08u zeuiAag4}qD<|s2|V{oXrV{+Xm-+Soeixc`ZEEzEs8{#cen+yr<33R`7@c?V>BNw4D z>AODoA})%Y5S5lkw$lT8mrR%TUVLt%+3jX#gY|Jfp)^9X1@FB~Q{d34ZQWAd$>$?E zC&x36v6d(N{6b*p>*=uxgy?-W(fMQ@^z4^vh6eQ+Ji`SiVrzkvOC|K@`}8w zd=_ADv*x(xJ#=RAY_BxtS$P!;dM-ixK6qRj^~ed@-_UFzsS-cE{IC2B1tp{q36XBz zmHcupWqyt0-9h)8Y*5%sk=eO{0tQGp)+0pT!|HNnY99lA5{8JkbR-%c)Y+^9X2Lr3 z1&UTVhVN)>(l5Qm;JJOb&5|RN^Tw+z0A}636;sl=ua5q?+hpvyrnfw1o*5>WGKw#E z1beYZx%P6fo|7^?J%bOA%T3aTQRZ??5rc__dTe#15vBNis60P~k<3-I0k_)v9EMB+w?38_9Kn3MJa1%kd zyPj{;g>vvg+-aZfj3L&0yKwYE>FaRpp^N@&GK(E9Ka2SVOE^K_{MSQDp_iFV5{^mI~fkIU2CN@N}{x z^c>>w6Z|eT$Z^~DALPOg+UwNv>C$hff!KVZCT5_{ME1~Fn{g4;)=n2RX=BQHwf24H z1ZfZT9}2ZBF2+Cq+7WM~)H@H9IkM*rdc+VwFw2`)7NGr;UKqfG=j~roi z3h4M1a?!eGeBKqswm?VP>yt*w?7>;uesd#uQ|I=&aD!@&Q;;vQ!~m;J&0<^*UcGt@ z+Zs?}&BcP19c+ojk=3wzF9ayt?{X%KRlYqeMZtgAeoQck+8rA&g}b_)Mt z2ngBjT*@cjpIEO$%{WH^$%IMAu#>tg_2ftPp2KQdrDNy5QR@3c8?A!Oq~6oLRtMTyyk8cB;zVS^WhCJITsxw}vVAs5!loaAptAZ%<5LgrtNmiI`WI2j2) z>{~a{F6lZjt-b4l%R*|{3Za4gy|3me`2lrKl8VG}A2F0xV1k5_(Av1Jda3X!Mm9lT zzfW7uznnpeV+SC`b_Hse@>OjF#-|r026CIVQi^7Cqf6>G`Nv%}4O3eN{v@-^T`@Ns{2fIb`Vq#k3eE|$_CE>2%vJkOtudg23+rmKoaRtuj( zgwsw^?yzF)EaahF?Oe;x0Fs=M)LCA<74D?j5kQwm+W;+Y zJAKPwWS(eXzc`%GX}Q*y>pf`w^1t^Nb%&4@3LMP@p#5;};yMl-f-VwnwadoHlcNbC zaNW=8wjs~UhJ9z#V$xOzys zocOXDeIa6IpS!J0N~4K{`32M)V#L39OlWc{enzDXP0vC zP2nyad9s=8u?8Ok5_;IK{$=ho9!8I`9Ur%hW#)Ac@$%f|#L>vq1`>KGNR74&14!@?bUlN^sbY^gWd7d^AqT%8PJ3BF%()d^b?nmFurIH-M z{V0-@RN!wawx}@HTD6*)*^#swbxG5+V#PHk-*eCqq7wX;x;iGKnyFA?U$c@C>R*3q z;JvS2%CG7{ksaT!ibzZqRJ{8G3(FmMWjDWj65~;TJ7yx2nRTxPDD_{>_T9qwpaK#} zOe+jRJ$rI3C^XeeGw2I3)w?PSEk98g+VwgNxH==5f>0FNS98>qrz(8=eu+b=mg$TE z3H51l;$#@H$5WKq+peK`|!#W0V2_vSKd-2_7}mezeCx#dsRvXirBtTV2?QtRq!^?GMF^kdVRSO>?GaxER)dXfJOSZAJ|&C{ zh_cUjsm~@(y<5_r8!Q{dhM0jc@aBOzN_7%852!Z03n)492B_Hk96=KY(iS+do5y-W zw3_VWsPBEADSpZzm9TocbZFC`6%3pv_>VSDVZlpexHzmauJY)C!(u^kP#$#eB$qu1 z-`}#)9rwD&IdJL=bdXT~s54>9XrHvbwZTr?I&|g2R?^CsY&~8tgq#htP2E`fv22Wl zVj3wV(@P8N#c0r#;;j&3`&16v>POH0QObRuy%O0${abPs4nQrYh^M{cIXk{-5KXUJ zc^wh4a?H(GEpgjCOY)7{2ZSmmd9LBd1Lfe<#=_|o-Lb;;#aaWc@pP*r;1t!fuq?G@ zB<#z6#`osGO!F+GnjAM*3k9R*2eWjR^?x@!8HD{F$;OcxWOnpE$S&$rZSn{iiU%6c zt2HN?d`D-lF7JVNf|(EZn-+|z3*nIO*}kUgUAINUL()Y$w~t!As?C@)|F7FkfhgX30+2Ri@IE%KGUP>t$pW zLJ-~Srn&`3#N#_Ni5dWiwK0j@MZOzc0)KOaV=#*8|JDUwm%`8El#jM#&h>q2o=zRJ zNvG5Mz}=sPz(e~b-{LN-jBKn$#;jM**K^zjW>}90B27yuc9Y(}`_N-dB%a8mq5wpe zG%IQqE00I?;o@g&G7V)Mh^wxAt5A2kI3kmyBqXCK?{#-P{`gI=q}&EyjlnR|juD)E z)9WVVje_Xv#W)>*SYS7Gin-AEe%{~rb>OK~iV@oV+H|!0{jtejiq@bx376E&h9f2K zYRwGU^Zj+Pm%{>DxL1!UZMqVkw0ApZ_hpi4i26N*9D^7Ink=V*LBKwNKFQX7rSpC8 z_iO-YKt2UPh4!~Dv;JnN!6XP6xCcPPv=A5=bDs#;VE#0$7T28P8065=CKVh%;xfR= z{*1+rILZJzX_NL)OXpW_glhc$QSykwZerL`fp+{=f9n`b2pC?bCm-wB)?`z=pp?ak z&iaet6H~Kf^hhW-Gx~ZZ#`UE_MKt;)<}|B5?C%#a!Rn{Fbt2Tz!BjAUG0wvX`f?`o z3XCr!B{LgcJVfe%wFC%vVBpr%e8d|(@Y^>A{2B3wKP?_lCogSejX@ZSDyC z+TQ2qOIsBbP@{jhieVfW)dYtcAN}96L9O!ALpCOzgx$YQXhN|&_>Wy#AIxd|HyPyb zVS|zR@n>6`asK_vKS(aX>GK$HNg$a^&wf9&KmQICJlXztBmYjZg?SMKBT4%ADyF~w zdN#&BNB#r)|9Y$czkZyTn>3pEuH64l<@I|=T5%uGJ-8Yq|9=h8OYpn`_m?dHkKeie z5NM(P^Jo4zm;W<1e;k&-$j|>7oBxc>{~iIQ|Liw^t&KnZ^PjQ#-?QbvN9jLf^PjQ# zmlEYa2h6{p6#p5U|BTK59)bU_Zld(V@<26FC7&ud`aOciPBxCEegE;npCzQfyZs-U z951SGzzcQ;F}BqpS)jyN0Jy!R>9Tzf#2DruE4>PK8f#D3%2J%q@@48 zMv?X?5OpL@e1GPE-<2vfzE|-Q(D;q+mPzGEaCWf*M`K6Byqy2frk5TSVrR15)W z!0P`cu(b_XM-^zYAB+H7lzt5@6LKq%=(^$aI}zd!TDbf=(aG2Kf7$*31Li3CJ5TLl z6`&nmqi;Q_q5#Xil=Lfr+v>!DVT+ig?dtj1Ta?p?0AROA_5gVwe$(tW;UEbMfWjUoR86gu3VH0| z(y{<6>8B6mwNc9nCL80uhkD<+dG?G{^jC&Z3`d`5be{ep>yC8j=42gx@Y5(WTDnTR=~Sv^AiN^Lv-lWQoEb>D?$P}Dktog3FoAF3AHE3;(@Nx%zgpb_tt1d;oBgLrOKI_TlUs{H620V556iz5JmVg@16t6JaAM~kg#WY`T3rf zxOW&P)i;yr$R>MEeYInexGa3uv5kCLdY4q3BG7rb%rem8!_D9y)&$ft0T1Xhg z@W~U}mF{W?h!wqM)2pRzCyl!utjy~01-RN9kL5lc^RM*%^;6O?pV|N9vRuPg?_WTu z)Ly$GQg1>t-mgVX;OA67a*m-B{~{sNoT{|Z*-5c@$M9M1^`r1PLq35)#s1G7B67s7 z<3|Fn8@L#G*weMVOv}QECLxZDcR%!H&p(65uE!6#*_NgMOm9oTSFXF0TSe&v$O@!# zS~8@ZBYDqnA3u{6+<#DQpbHiZ1rcyq|78L7N<4W845$IA;R+6s+$L}FOx5k^n}SAB zcql{ypOdL|={S84Vbv{QQCK9U{W-N2yPZHn?=d;q7xTUhOqThIj^&EZg7Szw)71N@9WNMQTKjO zh~#{7lM`%RPrtMSe2-&UqN-;E?7r+CcnX)UcY`ij7HJ|6;GxRr5@y&trU`quIQ0m{ z(`lFwfc6%xgP*jQQK}0WX$j*kbqK6cTZMtJWgMVZ{V z>5Pcp$k+Jv3uq9fq70pXEC-l%#Ym$V+bQz9t89Ll_!u~Ze0j-IH}=yV0XX~?DsAuj zq$(hIY1XI(@jE_7PaK*Vh(dg6JU70qZh~YCMN$e{Whq#sD98V?;Ga5>*d_N}1;&%2 zhUXWN4<&ORlFS`6oEam0`A3aDm4nz+)tw;$yR$a**~xyWJS951YRL=D9xY8W5_sW)IB%my@{0INC#i{ zn6N_b7Pr{zOsNG@%OVi%>QKdFGp1&3G;KYX0a9zyfyB!qD*Pgdj*aPu?!TEYrVo^s zTOo(?^a6GR1AX0GymAGq#%r*#uDK8RW4#uWK;xAakg%Hml%n~=N3S`565M)5#Wqg6 zHBx8(G>~uFemK(JHGYO#of*Rv}u>bYcg~V<^GxVikqLK2uBqC#ptB*~T^!yp4 zrL-T{`a^Fyj}7!)fMYl}@SF5s322ESd2DUPa2vg?By1At;HTW=J>>HkQS0sdEoC1D zXuhr1m8!l`p5Pzyo)J#$|M23{08`&+_X?TBEBon>D(OqluUS78X+9n<)FK64qMN+& zC+!UHZ+$%Y(FPL>*eN)u?%JZgBX|LgB0Q#*^hunz*K-gW?qvA)yN@lFXKeKc+^%C0 z5X+Fo)0FVUXiXgkg-5^cCAmvV^s)X!Faf_6+%M8wAjKG4j5<7_8iu&C|FqNrR3%r> zcY;HKMoH-QXrzq}TA<=~f=_VI2{!c+aB|0&3nUM)sJ;ufs%;=)c~k&|%qe6qdZx^* zb%uLtr+9;Lih~UE=_JH4!2qik(y#4{9Pk-aMWhoFsxv-#T)UzDi|zHc?rmuf;LdMM z-Ztajs!jC7k8FHd;C%k%{dv~8gsXNgaIP#CQxGeqztb7dUIP8p^44bb!~bjVO2gSo z_jsp-+Nze;66v&&MleibDPvzM1Q8n3s#39aG^lD5Riu{IRE=7~5c@i@RP9^IO=&5q zQ7V?Am!ea&(V|t9GH>qJ%l&?zXY%2E$a$V~p7Wk}`TgJXTl$Z+C3ZqMO7QKG`iXB< zQTs(v1^<1}5svn{Hp!cIP!;_Kq!YLKR)4gKo04tL0dE(->OV4t)0moeLM2#)C|N>nqp6S4$>NtVz2fT1pXtwh43GVqs#YJerPJ zH;zNYufdE)12p90BU9yPt}ETT)LfQJhb?zBx$umeX0@{q+>M?6-wzjd59G`^7QY7a zEQtg!d6S6s%drig7H73`KiAGO5D-qhJmogAAq+%*bJUnBMbFK=g_QN*84kiP1mTGX zo%*93E{pyqgAi0SWH41XnWkK?u9)F5e^0d^<4d&Nk90IXJs4IAOqF|mj3He>S(%RT zNA=`ZLsN8~ZCOej5cSXtK?nXUj_q6;bqwYwzUg|(51T)Zky5k2Yb71y8-L~6&6{&A z*dQ|bjWTk{CCPZR`-R#@lcxGEZ;Ss1cbubz@NQ9N!oWQICX|7Vf4&Ge*MbXCkziIn zESE|!SOpm1s|ep_+z(8!R@qu|iWO!$x)`$hfc>{yjFz}Y@n@{+ty-L!kF@~$gmVh1 z6E9BAbF5cJ7R@u}l1K;$7mcZidHg;y!(q*(|CT@E#z1n1v-@m!k|fAl6#)UOzg+dp z3;eP%!_O=OpXPq80cw{LeB+ecmmQh@yKk&4J%TJJ+qzHhf*kpi(-&-kxr`izm4AKm z2DO4}E_^v8D~FF*md>6>yE}U$HOX!1tpUAkj7Q+302NAztXX4|Z{@_q!ks$U4rPca zHw&WF%F3V}t91G4Bm;?|z7}3xFWq9!_m!P{qQd)YHH4GF#0>ADk#zX@P$?hSo-W8) zC_Es2u2LoC$!EW@qUB*}xefo`3)chZu4nH)I#5dlX}{!72&@LA^@{zH6O45&d5E$I zX|Q@hvvG5bFg#BvoM+?5G)?JY+1e_9^!OhpDc?(2NRtU%!(ev6A|yT2i~Me= zoHH*)&PZmAvuWX4qIVVryZ!)c$zeVn6&aa07XByFbNiz$^sNVTAWO^FmM&lTMVKS@ zYNkvEOYpI-a<+5pEPvPnC*O0 z57-1+-21iZf3{>aPsoe<)y z1O;v6B4ZLNIN4fy6f2&1mZ%kzB?6Km&buDUN>S8p>>H7c>#ka;*9`PGz`Bos_I&RN zd?MNwElN$esIJ!%-{i+$$N`jB=9-rI?Y;EyhwSn@p!Q3>&WQ@r>T^00C@Ym?xP`b1z#WVdC3xr~+QLI~(OuhT~L z^d~i%U(ttX(=NcdT?9<~q`xAd!^@lH`=FF4d~_91tV(bq#p?cDoPu^C&ize_$M_UM3Gnk z7W>EXAC(4 z%-gOtB=f=OJ{tl04+%waTSF!7w!mtSZw?l%(nw^G!ql1i@x_|@2Z`pGuxKecK5UC8 zcH4QA(eae-0)48zVlo3>+qJ5LMV}Y}d8TwCMq+HB&=UHl0eJ3ST!H@9zqT=#Pmn$f z91iTUW&Gr|=~3 z`)a{#oSa*qU(%V!kHCvgQNYwGpOk-KZXJ4Z-X{|Hdeq;if0UK#7g{~eAm9Be<0}MP zm&K@{2JGjIMABZC_k}S<6pcdB9^7NclVKtqLX!h?S(zqrC6LVqum|$*((w%V8a^ia z6yc=QDXnNkXO^zN8vO_Y2DUap|EmoG)gzaRP(SkH1tosQ2IGPn(!=jb4~(vXS8*8F$R9hkZ!{;j>AuO_Y$kz$E}S`J6#j!=z)Q!JhIt?$Zvm`4wehDA>40D#u^nMt zg#4}u2325oO}30WF9_oT94z5$Z)aIb6Mv^HTdrzWY9NxRPm_X8Q!al5t0f1Oe7~wy zjc;>~D@Eg^47%!Jv&#{sIah55^IG?_x{g|_`Al4t(aC9U>S^j5z1Z`iciB2YJ_X@n z)9PdG>R9v8gce)o`&i&}YlpvVv{lZg+xRWvy2IGFehSY` z*caERRmau#ok&~F^)D&TS*Wa2#*q!bU+aW!$~H0wsQ1r2Ap2jKZEAg`cUKHsJaF!L zBmD|$rR}wnz3(dUdPgoUuu7R$fty-iZ+~eByrf4J0qx_JlKyiWtRx*Z*sQwA)!IdSQy3GX@%?@OOPxy;enaA82TC9 z&{$UYlvm;MQ+9f&iRephi(90UXTT7D25Gw2H7=@>W{S?4oCzWaLCORk%U-Gt)n7Hq z(rP(MR~>RH6aoz1i&-n%M$LOHb;)v9D#}=Ky*nQvWv1rtX%Wjy%-b8FW=i#W298r{ z8PgB