diff --git a/examples/adcp_example.ipynb b/examples/adcp_example.ipynb index 6c1cbdfff..c515461f3 100644 --- a/examples/adcp_example.ipynb +++ b/examples/adcp_example.ipynb @@ -34,7 +34,7 @@ " 3. Instrument Noise\n", " 4. TKE Dissipation Rate\n", " 5. Noise-corrected TI\n", - " 6. TKE Componenets\n", + " 6. Reynolds stresses\n", " 7. TKE Production\n", " 8. TKE Balance \n", "\n", @@ -48,16 +48,7 @@ "metadata": { "scrolled": true }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\mcve343\\anaconda3\\envs\\tsdat-pipelines\\lib\\site-packages\\xarray\\backends\\cfgrib_.py:29: UserWarning: Failed to load cfgrib - most likely there is a problem accessing the ecCodes library. Try `import cfgrib` to get the full error message\n", - " warnings.warn(\n" - ] - } - ], + "outputs": [], "source": [ "from mhkit import dolfyn\n", "from mhkit.dolfyn.adp import api" @@ -376,6 +367,11 @@ " grid-column: 4;\n", "}\n", "\n", + ".xr-index-preview {\n", + " grid-column: 2 / 5;\n", + " color: var(--xr-font-color2);\n", + "}\n", + "\n", ".xr-var-name,\n", ".xr-var-dims,\n", ".xr-var-dtype,\n", @@ -397,14 +393,16 @@ "}\n", "\n", ".xr-var-attrs,\n", - ".xr-var-data {\n", + ".xr-var-data,\n", + ".xr-index-data {\n", " display: none;\n", " background-color: var(--xr-background-color) !important;\n", " padding-bottom: 5px !important;\n", "}\n", "\n", ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n", - ".xr-var-data-in:checked ~ .xr-var-data {\n", + ".xr-var-data-in:checked ~ .xr-var-data,\n", + ".xr-index-data-in:checked ~ .xr-index-data {\n", " display: block;\n", "}\n", "\n", @@ -414,13 +412,16 @@ "\n", ".xr-var-name span,\n", ".xr-var-data,\n", + ".xr-index-name div,\n", + ".xr-index-data,\n", ".xr-attrs {\n", " padding-left: 25px !important;\n", "}\n", "\n", ".xr-attrs,\n", ".xr-var-attrs,\n", - ".xr-var-data {\n", + ".xr-var-data,\n", + ".xr-index-data {\n", " grid-column: 1 / -1;\n", "}\n", "\n", @@ -458,7 +459,8 @@ "}\n", "\n", ".xr-icon-database,\n", - ".xr-icon-file-text2 {\n", + ".xr-icon-file-text2,\n", + ".xr-no-icon {\n", " display: inline-block;\n", " vertical-align: middle;\n", " width: 1em;\n", @@ -467,37 +469,37 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
<xarray.Dataset>\n",
-       "Dimensions:              (time: 55000, dirIMU: 3, dir: 4, range: 28, beam: 4,\n",
-       "                          earth: 3, inst: 3, q: 4, time_b5: 55000,\n",
-       "                          range_b5: 28, x1: 4, x2: 4)\n",
+       "
<xarray.Dataset> Size: 83MB\n",
+       "Dimensions:              (time: 55000, time_b5: 55000, range: 28, range_b5: 28,\n",
+       "                          beam: 4, dir: 4, dirIMU: 3, earth: 3, inst: 3, q: 4,\n",
+       "                          x1: 4, x2: 4)\n",
        "Coordinates:\n",
-       "  * time                 (time) datetime64[ns] 2020-08-15T00:20:00.500999927 ...\n",
-       "  * dirIMU               (dirIMU) <U1 'E' 'N' 'U'\n",
-       "  * dir                  (dir) <U2 'E' 'N' 'U1' 'U2'\n",
-       "  * range                (range) float64 0.6 1.1 1.6 2.1 ... 12.6 13.1 13.6 14.1\n",
-       "  * beam                 (beam) int32 1 2 3 4\n",
-       "  * earth                (earth) <U1 'E' 'N' 'U'\n",
-       "  * inst                 (inst) <U1 'X' 'Y' 'Z'\n",
-       "  * q                    (q) <U1 'w' 'x' 'y' 'z'\n",
-       "  * time_b5              (time_b5) datetime64[ns] 2020-08-15T00:20:00.4384999...\n",
-       "  * range_b5             (range_b5) float64 0.6 1.1 1.6 2.1 ... 13.1 13.6 14.1\n",
-       "  * x1                   (x1) int32 1 2 3 4\n",
-       "  * x2                   (x2) int32 1 2 3 4\n",
+       "  * time                 (time) datetime64[ns] 440kB 2020-08-15T00:20:00.5009...\n",
+       "  * time_b5              (time_b5) datetime64[ns] 440kB 2020-08-15T00:20:00.4...\n",
+       "  * range                (range) float64 224B 0.6 1.1 1.6 2.1 ... 13.1 13.6 14.1\n",
+       "  * range_b5             (range_b5) float64 224B 0.6 1.1 1.6 ... 13.1 13.6 14.1\n",
+       "  * beam                 (beam) int32 16B 1 2 3 4\n",
+       "  * dir                  (dir) <U2 32B 'E' 'N' 'U1' 'U2'\n",
+       "  * dirIMU               (dirIMU) <U1 12B 'E' 'N' 'U'\n",
+       "  * earth                (earth) <U1 12B 'E' 'N' 'U'\n",
+       "  * inst                 (inst) <U1 12B 'X' 'Y' 'Z'\n",
+       "  * q                    (q) <U1 16B 'w' 'x' 'y' 'z'\n",
+       "  * x1                   (x1) int32 16B 1 2 3 4\n",
+       "  * x2                   (x2) int32 16B 1 2 3 4\n",
        "Data variables: (12/38)\n",
-       "    c_sound              (time) float32 1.502e+03 1.502e+03 ... 1.498e+03\n",
-       "    temp                 (time) float32 14.55 14.55 14.55 ... 13.47 13.47 13.47\n",
-       "    pressure             (time) float32 9.713 9.718 9.718 ... 9.596 9.594 9.596\n",
-       "    mag                  (dirIMU, time) float32 72.5 72.7 72.6 ... -197.2 -195.7\n",
-       "    accel                (dirIMU, time) float32 -0.00479 -0.01437 ... 9.729\n",
-       "    batt                 (time) float32 16.6 16.6 16.6 16.6 ... 16.4 16.4 15.2\n",
+       "    c_sound              (time) float32 220kB 1.502e+03 1.502e+03 ... 1.498e+03\n",
+       "    temp                 (time) float32 220kB 14.55 14.55 14.55 ... 13.47 13.47\n",
+       "    pressure             (time) float32 220kB 9.713 9.718 9.718 ... 9.594 9.596\n",
+       "    mag                  (dirIMU, time) float32 660kB 72.5 72.7 ... -195.7\n",
+       "    accel                (dirIMU, time) float32 660kB -0.00479 ... 9.729\n",
+       "    batt                 (time) float32 220kB 16.6 16.6 16.6 ... 16.4 16.4 15.2\n",
        "    ...                   ...\n",
-       "    telemetry_data       (time) uint8 0 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0 0\n",
-       "    boost_running        (time) uint8 0 0 0 0 0 0 0 0 1 0 ... 0 1 0 0 0 0 0 0 1\n",
-       "    heading              (time) float32 -12.52 -12.51 -12.51 ... -12.52 -12.5\n",
-       "    pitch                (time) float32 -0.065 -0.06 -0.06 ... -0.06 -0.05 -0.05\n",
-       "    roll                 (time) float32 -7.425 -7.42 -7.42 ... -6.45 -6.45 -6.45\n",
-       "    beam2inst_orientmat  (x1, x2) float32 1.183 0.0 -1.183 ... 0.5518 0.0 0.5518\n",
+       "    telemetry_data       (time) uint8 55kB 0 0 0 0 0 0 0 0 0 ... 0 0 0 0 0 0 0 0\n",
+       "    boost_running        (time) uint8 55kB 0 0 0 0 0 0 0 0 1 ... 1 0 0 0 0 0 0 1\n",
+       "    heading              (time) float32 220kB -12.52 -12.51 ... -12.52 -12.5\n",
+       "    pitch                (time) float32 220kB -0.065 -0.06 -0.06 ... -0.05 -0.05\n",
+       "    roll                 (time) float32 220kB -7.425 -7.42 -7.42 ... -6.45 -6.45\n",
+       "    beam2inst_orientmat  (x1, x2) float32 64B 1.183 0.0 -1.183 ... 0.0 0.5518\n",
        "Attributes: (12/34)\n",
        "    filehead_config:       {"CLOCKSTR": {"TIME": "\\"2020-08-13 13:56:21\\""}, ...\n",
        "    inst_model:            Signature1000\n",
@@ -511,26 +513,26 @@
        "    coord_sys:             earth\n",
        "    fs:                    1\n",
        "    has_imu:               1\n",
-       "    beam_angle:            25
  • filehead_config :
    {"CLOCKSTR": {"TIME": "\\"2020-08-13 13:56:21\\""}, "ID": "STR=\\"Signature1000\\",SN=101663", "HW": {"FW": 2212, "FPGA": 169, "DIGITAL": "\\"I-3\\"", "INTERFACE": "\\"H-2\\"", "ANALOG": "\\"G-1\\"", "SENSOR": "\\"D-1(AHRS)\\"", "BOOT": 21, "FWMINOR": 11}, "BOARDSENSGET": "AV=23,NB=5,HF=1000,TTR=2.0000,TTRB5=2.0000", "PWR": {"PLAN": 1940.43, "BURST": 1937.69, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 1940.43}, "MEM": {"PLAN": 2.733, "BURST": 2.733, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 2.733}, "PRECISION": {"AVGHORZ": -9.99, "BURSTHORZ": 2.6, "BEAM5": 1.62, "AVGBEAM": -9.99, "BURSTBEAM": 1.55}, "PLAN": {"MIAVG": 600, "AVG": 0, "DIAVG": 0, "VD": 0, "MV": 10, "SA": 32.0, "BURST": 1, "MIBURST": 1, "DIBURST": 0, "SV": 0.0, "FN": "\\"S101663A007_sea_spider.ad2cp\\"", "SO": 0, "FREQ": 1000, "NSTT": 0}, "BURST": {"NC": 28, "NB": 5, "CS": 0.5, "BD": 0.1, "CY": "\\"ENU\\"", "PL": 0.0, "SR": 1, "NS": 1, "VR": 2.5, "VP": 0.0, "DF": 3, "NPING": 8, 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["BEAM=1,THETA=25.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=1,ZNOM=60.00,DIA=0.0", "BEAM=2,THETA=25.00,PHI=-90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=2,ZNOM=60.00,DIA=0.0", "BEAM=3,THETA=25.00,PHI=180.00,FREQ=1000,BW=25,BRD=1,HWBEAM=3,ZNOM=60.00,DIA=0.0", "BEAM=4,THETA=25.00,PHI=90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=4,ZNOM=60.00,DIA=0.0", "BEAM=5,THETA=0.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=5,ZNOM=60.00,DIA=0.0"], "BEAMIMPLIST": ["BEAM=1,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=2,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=3,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=4,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=5,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00"], "LISTLICENSE": ["KEY=\\"C390Y1LU32C1B\\",DESC=\\"Averaging 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"CALROTGYROGET": "M11=1.00000,M12=0.00803,M13=-0.02685,M21=-0.00933,M22=1.00000,M23=0.01646,M31=0.02587,M32=-0.01599,M33=1.00000", "CALECHOGET": "CHA0=0.00,CHB0=-17.69,CHC0=0.00"}
    inst_model :
    Signature1000
    inst_make :
    Nortek
    inst_type :
    ADCP
    burst_config :
    {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
    n_cells :
    28
    n_beams :
    4
    ambig_vel :
    5.066
    SerialNum :
    101663
    cell_size :
    0.5
    blank_dist :
    0.1
    nominal_corr :
    67
    power_level_dB :
    0.0
    burst_config_b5 :
    {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
    n_cells_b5 :
    28
    coord_sys_axes_b5 :
    beam
    n_beams_b5 :
    1
    ambig_vel_b5 :
    5.066
    SerialNum_b5 :
    101663
    cell_size_b5 :
    0.5
    blank_dist_b5 :
    0.1
    nominal_corr_b5 :
    65
    power_level_dB_b5 :
    0.0
    wakeup_state :
    clock
    orientation :
    AHRS
    orient_status :
    AHRS-3D
    proc_idle_less_3pct :
    0
    proc_idle_less_6pct :
    0
    proc_idle_less_12pct :
    0
    rotate_vars :
    ['vel', 'accel', 'accel_b5', 'angrt', 'angrt_b5', 'mag', 'mag_b5']
    coord_sys :
    earth
    fs :
    1
    has_imu :
    1
    beam_angle :
    25
  • " ], "text/plain": [ - "\n", - "Dimensions: (time: 55000, dirIMU: 3, dir: 4, range: 28, beam: 4,\n", - " earth: 3, inst: 3, q: 4, time_b5: 55000,\n", - " range_b5: 28, x1: 4, x2: 4)\n", + " Size: 83MB\n", + "Dimensions: (time: 55000, time_b5: 55000, range: 28, range_b5: 28,\n", + " beam: 4, dir: 4, dirIMU: 3, earth: 3, inst: 3, q: 4,\n", + " x1: 4, x2: 4)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 2020-08-15T00:20:00.500999927 ...\n", - " * dirIMU (dirIMU) " + "" ] }, "execution_count": 5, @@ -868,7 +918,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
    " ] @@ -1168,6 +1218,11 @@ " grid-column: 4;\n", "}\n", "\n", + ".xr-index-preview {\n", + " grid-column: 2 / 5;\n", + " color: var(--xr-font-color2);\n", + "}\n", + "\n", ".xr-var-name,\n", ".xr-var-dims,\n", ".xr-var-dtype,\n", @@ -1189,14 +1244,16 @@ "}\n", "\n", ".xr-var-attrs,\n", - ".xr-var-data {\n", + ".xr-var-data,\n", + ".xr-index-data {\n", " display: none;\n", " background-color: var(--xr-background-color) !important;\n", " padding-bottom: 5px !important;\n", "}\n", "\n", ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n", - ".xr-var-data-in:checked ~ .xr-var-data {\n", + ".xr-var-data-in:checked ~ .xr-var-data,\n", + ".xr-index-data-in:checked ~ .xr-index-data {\n", " display: block;\n", "}\n", "\n", @@ -1206,13 +1263,16 @@ "\n", ".xr-var-name span,\n", ".xr-var-data,\n", + ".xr-index-name div,\n", + ".xr-index-data,\n", ".xr-attrs {\n", " padding-left: 25px !important;\n", "}\n", "\n", ".xr-attrs,\n", ".xr-var-attrs,\n", - ".xr-var-data {\n", + ".xr-var-data,\n", + ".xr-index-data {\n", " grid-column: 1 / -1;\n", "}\n", "\n", @@ -1250,7 +1310,8 @@ "}\n", "\n", ".xr-icon-database,\n", - ".xr-icon-file-text2 {\n", + ".xr-icon-file-text2,\n", + ".xr-no-icon {\n", " display: inline-block;\n", " vertical-align: middle;\n", " width: 1em;\n", @@ -1259,26 +1320,36 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.DataArray 'range' (range: 28)>\n",
    +       "
    <xarray.DataArray 'range' (range: 28)> Size: 224B\n",
            "array([ 1.2,  1.7,  2.2,  2.7,  3.2,  3.7,  4.2,  4.7,  5.2,  5.7,  6.2,  6.7,\n",
            "        7.2,  7.7,  8.2,  8.7,  9.2,  9.7, 10.2, 10.7, 11.2, 11.7, 12.2, 12.7,\n",
            "       13.2, 13.7, 14.2, 14.7])\n",
            "Coordinates:\n",
    -       "  * range    (range) float64 1.2 1.7 2.2 2.7 3.2 ... 12.7 13.2 13.7 14.2 14.7\n",
    +       "  * range    (range) float64 224B 1.2 1.7 2.2 2.7 3.2 ... 13.2 13.7 14.2 14.7\n",
            "Attributes:\n",
    -       "    units:    m
    • range
      PandasIndex
      PandasIndex(Index([               1.2, 1.7000000000000002,                2.2,\n",
      +       "                      2.7,                3.2,                3.7,\n",
      +       "                      4.2,  4.699999999999999,  5.199999999999999,\n",
      +       "        5.699999999999999,  6.199999999999999,  6.699999999999999,\n",
      +       "        7.199999999999999,  7.699999999999999,                8.2,\n",
      +       "                      8.7,                9.2,                9.7,\n",
      +       "                     10.2,               10.7,               11.2,\n",
      +       "                     11.7,               12.2,               12.7,\n",
      +       "                     13.2,               13.7,               14.2,\n",
      +       "                     14.7],\n",
      +       "      dtype='float64', name='range'))
  • units :
    m
  • " ], "text/plain": [ - "\n", + " Size: 224B\n", "array([ 1.2, 1.7, 2.2, 2.7, 3.2, 3.7, 4.2, 4.7, 5.2, 5.7, 6.2, 6.7,\n", " 7.2, 7.7, 8.2, 8.7, 9.2, 9.7, 10.2, 10.7, 11.2, 11.7, 12.2, 12.7,\n", " 13.2, 13.7, 14.2, 14.7])\n", "Coordinates:\n", - " * range (range) float64 1.2 1.7 2.2 2.7 3.2 ... 12.7 13.2 13.7 14.2 14.7\n", + " * range (range) float64 224B 1.2 1.7 2.2 2.7 3.2 ... 13.2 13.7 14.2 14.7\n", "Attributes:\n", " units: m" ] @@ -1324,7 +1395,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 9, @@ -1333,7 +1404,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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    " ] @@ -1368,7 +1439,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 10, @@ -1377,7 +1448,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", 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    " ] @@ -1418,7 +1489,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 12, @@ -1427,7 +1498,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
    " ] @@ -1489,7 +1560,7 @@ "outputs": [], "source": [ "ds.attrs[\"principal_heading\"] = dolfyn.calc_principal_heading(ds[\"vel\"].mean(\"range\"))\n", - "ds_streamwise = dolfyn.rotate2(ds, \"principal\", inplace=False)" + "ds = dolfyn.rotate2(ds, \"principal\", inplace=False)" ] }, { @@ -1787,6 +1858,11 @@ " grid-column: 4;\n", "}\n", "\n", + ".xr-index-preview {\n", + " grid-column: 2 / 5;\n", + " color: var(--xr-font-color2);\n", + "}\n", + "\n", ".xr-var-name,\n", ".xr-var-dims,\n", ".xr-var-dtype,\n", @@ -1808,14 +1884,16 @@ "}\n", "\n", ".xr-var-attrs,\n", - ".xr-var-data {\n", + ".xr-var-data,\n", + ".xr-index-data {\n", " display: none;\n", " background-color: var(--xr-background-color) !important;\n", " padding-bottom: 5px !important;\n", "}\n", "\n", ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n", - ".xr-var-data-in:checked ~ .xr-var-data {\n", + ".xr-var-data-in:checked ~ .xr-var-data,\n", + ".xr-index-data-in:checked ~ .xr-index-data {\n", " display: block;\n", "}\n", "\n", @@ -1825,13 +1903,16 @@ "\n", ".xr-var-name span,\n", ".xr-var-data,\n", + ".xr-index-name div,\n", + ".xr-index-data,\n", ".xr-attrs {\n", " padding-left: 25px !important;\n", "}\n", "\n", ".xr-attrs,\n", ".xr-var-attrs,\n", - ".xr-var-data {\n", + ".xr-var-data,\n", + ".xr-index-data {\n", " grid-column: 1 / -1;\n", "}\n", "\n", @@ -1869,7 +1950,8 @@ "}\n", "\n", ".xr-icon-database,\n", - ".xr-icon-file-text2 {\n", + ".xr-icon-file-text2,\n", + ".xr-no-icon {\n", " display: inline-block;\n", " vertical-align: middle;\n", " width: 1em;\n", @@ -1878,34 +1960,34 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    -       "Dimensions:         (time: 183, dirIMU: 3, range: 28, dir: 4, beam: 4,\n",
    +       "
    <xarray.Dataset> Size: 379kB\n",
    +       "Dimensions:         (time: 183, range: 28, dirIMU: 3, dir: 4, beam: 4,\n",
            "                     earth: 3, inst: 3, q: 4, time_b5: 183, range_b5: 28)\n",
            "Coordinates:\n",
    -       "  * time            (time) datetime64[ns] 2020-08-15T00:22:30.001030683 ... 2...\n",
    -       "  * dirIMU          (dirIMU) <U1 'E' 'N' 'U'\n",
    -       "  * range           (range) float64 1.2 1.7 2.2 2.7 3.2 ... 13.2 13.7 14.2 14.7\n",
    -       "  * dir             (dir) <U2 'E' 'N' 'U1' 'U2'\n",
    -       "  * beam            (beam) int32 1 2 3 4\n",
    -       "  * earth           (earth) <U1 'E' 'N' 'U'\n",
    -       "  * inst            (inst) <U1 'X' 'Y' 'Z'\n",
    -       "  * q               (q) <U1 'w' 'x' 'y' 'z'\n",
    -       "  * time_b5         (time_b5) datetime64[ns] 2020-08-15T00:22:29.938495159 .....\n",
    -       "  * range_b5        (range_b5) float64 1.2 1.7 2.2 2.7 ... 13.2 13.7 14.2 14.7\n",
    +       "  * time            (time) datetime64[ns] 1kB 2020-08-15T00:22:30.001030683 ....\n",
    +       "  * dirIMU          (dirIMU) <U10 120B 'streamwise' 'x-stream' 'vert'\n",
    +       "  * range           (range) float64 224B 1.2 1.7 2.2 2.7 ... 13.2 13.7 14.2 14.7\n",
    +       "  * dir             (dir) <U10 160B 'streamwise' 'x-stream' 'vert1' 'vert2'\n",
    +       "  * beam            (beam) int32 16B 1 2 3 4\n",
    +       "  * earth           (earth) <U1 12B 'E' 'N' 'U'\n",
    +       "  * inst            (inst) <U1 12B 'X' 'Y' 'Z'\n",
    +       "  * q               (q) <U1 16B 'w' 'x' 'y' 'z'\n",
    +       "  * time_b5         (time_b5) datetime64[ns] 1kB 2020-08-15T00:22:29.93849515...\n",
    +       "  * range_b5        (range_b5) float64 224B 1.2 1.7 2.2 2.7 ... 13.7 14.2 14.7\n",
            "Data variables: (12/38)\n",
    -       "    c_sound         (time) float32 1.502e+03 1.502e+03 ... 1.499e+03 1.498e+03\n",
    -       "    U_std           (range, time) float32 0.04232 0.04293 0.04402 ... nan nan\n",
    -       "    temp            (time) float32 14.49 14.59 14.54 14.45 ... 13.62 13.56 13.5\n",
    -       "    pressure        (time) float32 9.712 9.699 9.685 9.67 ... 9.58 9.584 9.591\n",
    -       "    mag             (dirIMU, time) float32 72.37 72.4 72.38 ... -197.1 -197.1\n",
    -       "    accel           (dirIMU, time) float32 -0.3584 -0.361 ... 9.714 9.712\n",
    +       "    c_sound         (time) float32 732B 1.502e+03 1.502e+03 ... 1.498e+03\n",
    +       "    U_std           (range, time) float32 20kB 0.04232 0.04293 ... nan nan\n",
    +       "    temp            (time) float32 732B 14.49 14.59 14.54 ... 13.62 13.56 13.5\n",
    +       "    pressure        (time) float32 732B 9.712 9.699 9.685 ... 9.58 9.584 9.591\n",
    +       "    mag             (dirIMU, time) float32 2kB 3.534 3.565 ... -197.1 -197.1\n",
    +       "    accel           (dirIMU, time) float32 2kB -1.261 -1.263 ... 9.714 9.712\n",
            "    ...              ...\n",
    -       "    boost_running   (time) float32 0.1267 0.1333 0.13 ... 0.2267 0.22 0.22\n",
    -       "    heading         (time) float32 3.287 3.261 3.337 3.289 ... 3.331 3.352 3.352\n",
    -       "    pitch           (time) float32 -0.05523 -0.07217 ... -0.04288 -0.0429\n",
    -       "    roll            (time) float32 -7.414 -7.424 -7.404 ... -6.446 -6.433 -6.436\n",
    -       "    water_density   (time) float32 1.023e+03 1.023e+03 ... 1.023e+03 1.023e+03\n",
    -       "    depth           (time) float32 10.28 10.26 10.25 10.23 ... 10.14 10.15 10.15\n",
    +       "    boost_running   (time) float32 732B 0.1267 0.1333 0.13 ... 0.2267 0.22 0.22\n",
    +       "    heading         (time) float32 732B 3.287 3.261 3.337 ... 3.331 3.352 3.352\n",
    +       "    pitch           (time) float32 732B -0.05523 -0.07217 ... -0.04288 -0.0429\n",
    +       "    roll            (time) float32 732B -7.414 -7.424 -7.404 ... -6.433 -6.436\n",
    +       "    water_density   (time) float32 732B 1.023e+03 1.023e+03 ... 1.023e+03\n",
    +       "    depth           (time) float32 732B 10.28 10.26 10.25 ... 10.14 10.15 10.15\n",
            "Attributes: (12/41)\n",
            "    fs:                        1\n",
            "    n_bin:                     300\n",
    @@ -1919,7 +2001,7 @@
            "    h_deploy:                  0.6\n",
            "    declination:               15.8\n",
            "    declination_in_orientmat:  1\n",
    -       "    principal_heading:         11.1898
    • time
      PandasIndex
      PandasIndex(DatetimeIndex(['2020-08-15 00:22:30.001030683',\n",
      +       "               '2020-08-15 00:27:30.001019239',\n",
      +       "               '2020-08-15 00:32:30.001010656',\n",
      +       "               '2020-08-15 00:37:30.001015901',\n",
      +       "               '2020-08-15 00:42:30.001019954',\n",
      +       "               '2020-08-15 00:47:30.001018524',\n",
      +       "               '2020-08-15 00:52:30.001013994',\n",
      +       "               '2020-08-15 00:57:30.001026630',\n",
      +       "               '2020-08-15 01:02:30.001023769',\n",
      +       "               '2020-08-15 01:07:30.001024723',\n",
      +       "               ...\n",
      +       "               '2020-08-15 14:47:30.001032352',\n",
      +       "               '2020-08-15 14:52:30.001019239',\n",
      +       "               '2020-08-15 14:57:30.001032829',\n",
      +       "               '2020-08-15 15:02:30.001021146',\n",
      +       "               '2020-08-15 15:07:30.001027345',\n",
      +       "               '2020-08-15 15:12:30.001029014',\n",
      +       "               '2020-08-15 15:17:30.001026630',\n",
      +       "               '2020-08-15 15:22:30.001026153',\n",
      +       "               '2020-08-15 15:27:30.001022577',\n",
      +       "               '2020-08-15 15:32:30.001030683'],\n",
      +       "              dtype='datetime64[ns]', name='time', length=183, freq=None))
    • dirIMU
      PandasIndex
      PandasIndex(Index(['streamwise', 'x-stream', 'vert'], dtype='object', name='dirIMU'))
    • range
      PandasIndex
      PandasIndex(Index([               1.2, 1.7000000000000002,                2.2,\n",
      +       "                      2.7,                3.2,                3.7,\n",
      +       "                      4.2,  4.699999999999999,  5.199999999999999,\n",
      +       "        5.699999999999999,  6.199999999999999,  6.699999999999999,\n",
      +       "        7.199999999999999,  7.699999999999999,                8.2,\n",
      +       "                      8.7,                9.2,                9.7,\n",
      +       "                     10.2,               10.7,               11.2,\n",
      +       "                     11.7,               12.2,               12.7,\n",
      +       "                     13.2,               13.7,               14.2,\n",
      +       "                     14.7],\n",
      +       "      dtype='float64', name='range'))
    • dir
      PandasIndex
      PandasIndex(Index(['streamwise', 'x-stream', 'vert1', 'vert2'], dtype='object', name='dir'))
    • beam
      PandasIndex
      PandasIndex(Index([1, 2, 3, 4], dtype='int32', name='beam'))
    • earth
      PandasIndex
      PandasIndex(Index(['E', 'N', 'U'], dtype='object', name='earth'))
    • inst
      PandasIndex
      PandasIndex(Index(['X', 'Y', 'Z'], dtype='object', name='inst'))
    • q
      PandasIndex
      PandasIndex(Index(['w', 'x', 'y', 'z'], dtype='object', name='q'))
    • time_b5
      PandasIndex
      PandasIndex(DatetimeIndex(['2020-08-15 00:22:29.938495159',\n",
      +       "               '2020-08-15 00:27:29.938490867',\n",
      +       "               '2020-08-15 00:32:29.938487529',\n",
      +       "               '2020-08-15 00:37:29.938496828',\n",
      +       "               '2020-08-15 00:42:29.938495397',\n",
      +       "               '2020-08-15 00:47:29.938496589',\n",
      +       "               '2020-08-15 00:52:29.938497781',\n",
      +       "               '2020-08-15 00:57:29.938495397',\n",
      +       "               '2020-08-15 01:02:29.938493013',\n",
      +       "               '2020-08-15 01:07:29.938492536',\n",
      +       "               ...\n",
      +       "               '2020-08-15 14:47:29.938492774',\n",
      +       "               '2020-08-15 14:52:29.938491106',\n",
      +       "               '2020-08-15 14:57:29.938495635',\n",
      +       "               '2020-08-15 15:02:29.938493013',\n",
      +       "               '2020-08-15 15:07:29.938493967',\n",
      +       "               '2020-08-15 15:12:29.938494920',\n",
      +       "               '2020-08-15 15:17:29.938493251',\n",
      +       "               '2020-08-15 15:22:29.938486099',\n",
      +       "               '2020-08-15 15:27:29.938484191',\n",
      +       "               '2020-08-15 15:32:29.938490390'],\n",
      +       "              dtype='datetime64[ns]', name='time_b5', length=183, freq=None))
    • range_b5
      PandasIndex
      PandasIndex(Index([               1.2, 1.7000000000000002,                2.2,\n",
      +       "                      2.7,                3.2,                3.7,\n",
      +       "                      4.2,  4.699999999999999,  5.199999999999999,\n",
      +       "        5.699999999999999,  6.199999999999999,  6.699999999999999,\n",
      +       "        7.199999999999999,  7.699999999999999,                8.2,\n",
      +       "                      8.7,                9.2,                9.7,\n",
      +       "                     10.2,               10.7,               11.2,\n",
      +       "                     11.7,               12.2,               12.7,\n",
      +       "                     13.2,               13.7,               14.2,\n",
      +       "                     14.7],\n",
      +       "      dtype='float64', name='range_b5'))
  • fs :
    1
    n_bin :
    300
    n_fft :
    300
    description :
    Binned averages calculated from ensembles of size "n_bin"
    filehead_config :
    {"CLOCKSTR": {"TIME": "\\"2020-08-13 13:56:21\\""}, "ID": "STR=\\"Signature1000\\",SN=101663", "HW": {"FW": 2212, "FPGA": 169, "DIGITAL": "\\"I-3\\"", "INTERFACE": "\\"H-2\\"", "ANALOG": "\\"G-1\\"", "SENSOR": "\\"D-1(AHRS)\\"", "BOOT": 21, "FWMINOR": 11}, "BOARDSENSGET": "AV=23,NB=5,HF=1000,TTR=2.0000,TTRB5=2.0000", "PWR": {"PLAN": 1940.43, "BURST": 1937.69, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 1940.43}, "MEM": {"PLAN": 2.733, "BURST": 2.733, "AVG": 0.0, "PLAN1": 0.0, "BURST1": 0.0, "AVG1": 0.0, "TOTAL": 2.733}, "PRECISION": {"AVGHORZ": -9.99, "BURSTHORZ": 2.6, "BEAM5": 1.62, "AVGBEAM": -9.99, "BURSTBEAM": 1.55}, "PLAN": {"MIAVG": 600, "AVG": 0, "DIAVG": 0, "VD": 0, "MV": 10, "SA": 32.0, "BURST": 1, "MIBURST": 1, "DIBURST": 0, "SV": 0.0, "FN": "\\"S101663A007_sea_spider.ad2cp\\"", "SO": 0, "FREQ": 1000, "NSTT": 0}, "BURST": {"NC": 28, "NB": 5, "CS": 0.5, "BD": 0.1, "CY": "\\"ENU\\"", "PL": 0.0, "SR": 1, "NS": 1, "VR": 2.5, "VP": 0.0, "DF": 3, "NPING": 8, "CH": 0, "ALTI": 0, "VR5": 2.5, "BT": 0, "DISV": 0, "ECHO": 0, "RAWALTI": 60, "ALTISTART": 0.1, "ALTIEND": 30.0, "HR": 0, "HR5": 0}, "XFBURST": {"ROWS": 4, "COLS": 4, "M11": 1.1831, "M12": 0.0, "M13": -1.1831, "M14": 0.0, "M21": 0.0, "M22": -1.1831, "M23": 0.0, "M24": 1.1831, "M31": 0.5518, "M32": 0.0, "M33": 0.5518, "M34": 0.0, "M41": 0.0, "M42": 0.5518, "M43": 0.0, "M44": 0.5518}, "USER": {"POFF": 10.2, "DECL": 0.0, "HX": -48, "HY": 48, "HZ": 0}, "INST": {"BR": 9600, "RS": 232, "LED": "\\"OFF\\"", "ORIENT": "\\"AHRS3D\\"", "CMTOUT": 300, "DMTOUT": 60, "CFMTOUT": 60}, "COMPASSCAL": {"DX": 155, "DY": 778, "DZ": -486, "M11": 31481, "M12": 1726, "M13": -1109, "M21": -1955, "M22": 32767, "M23": 379, "M31": 750, "M32": -1851, "M33": 31699}, "READAHRS": "STR=\\"OSv6_a2_V5101_0.6 Oct 3 2019, SerialNumber=60004222,type=OS3DM\\"", "RECSTAT": "SS=512,CS=32768,FC=127813877760,TC=127848677376,VS=127848677376", "BEAMCFGLIST": ["BEAM=1,THETA=25.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=1,ZNOM=60.00,DIA=0.0", "BEAM=2,THETA=25.00,PHI=-90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=2,ZNOM=60.00,DIA=0.0", "BEAM=3,THETA=25.00,PHI=180.00,FREQ=1000,BW=25,BRD=1,HWBEAM=3,ZNOM=60.00,DIA=0.0", "BEAM=4,THETA=25.00,PHI=90.00,FREQ=1000,BW=25,BRD=1,HWBEAM=4,ZNOM=60.00,DIA=0.0", "BEAM=5,THETA=0.00,PHI=0.00,FREQ=1000,BW=25,BRD=1,HWBEAM=5,ZNOM=60.00,DIA=0.0"], "BEAMIMPLIST": ["BEAM=1,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=2,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=3,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=4,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00", "BEAM=5,P0=1.00000e+02,P1=0.00000e+00,P2=0.00000e+00,P3=0.00000e+00,P4=0.00000e+00,T1=0.00000e+00"], "LISTLICENSE": ["KEY=\\"C390Y1LU32C1B\\",DESC=\\"Averaging Mode\\",TYPE=1", "KEY=\\"6F2UB3HTH2C1B\\",DESC=\\"Burst Five Beams\\",TYPE=17", "KEY=\\"R0X9JSZPH2C1B\\",DESC=\\"128GB Recorder\\",TYPE=14"], "CALCOMPGET": "DX=155,DY=778,DZ=-486,M11=31481,M12=1726,M13=-1109,M21=-1955,M22=32767,M23=379,M31=750,M32=-1851,M33=31699", "CALTEMPGET": "SC=0.99906", "CALTILTGET": "PO=0.00,RO=0.00,MAGG=1,HO=0.00", "CALACCLGET": ["AX=1.000000E+00,B0X=1.791816E-02,B1X=-1.795970E-02,B2X=6.661898E-04,B3X=0.000000E+00,A1X=1.146936E-05,A2X=7.326843E-06,A3X=0.000000E+00", "AY=1.000000E+00,B0Y=9.597497E-03,B1Y=-8.430577E-03,B2Y=9.310668E-04,B3Y=0.000000E+00,A1Y=7.215003E-05,A2Y=1.361528E-06,A3Y=0.000000E+00", "AZ=1.000000E+00,B0Z=1.290458E-02,B1Z=2.959575E-02,B2Z=2.331257E-03,B3Z=0.000000E+00,A1Z=1.164268E-04,A2Z=-2.166612E-06,A3Z=0.000000E+00"], "CALGYROGET": ["AX=1.094973E+00,B0X=-2.672331E+00,B1X=-1.493178E-03,B2X=9.496510E-05,B3X=0.000000E+00,A1X=2.702698E-04,A2X=8.100271E-05,A3X=0.000000E+00", "AY=1.080807E+00,B0Y=3.432283E-01,B1Y=7.219538E-04,B2Y=1.416728E-04,B3Y=0.000000E+00,A1Y=9.466633E-04,A2Y=-4.216283E-05,A3Y=0.000000E+00", "AZ=1.085556E+00,B0Z=-9.442614E-01,B1Z=6.433576E-04,B2Z=-1.306087E-05,B3Z=0.000000E+00,A1Z=1.430541E-03,A2Z=-7.494539E-05,A3Z=0.000000E+00"], "CALPRESSGET": "MT=1,RREF=4.5264760000e+02,RB0=7.7074756250e-01,RB1=-7.5541806250e-02,RB2=4.9886362500e-04,RB3=-1.4193179690e-07,T0=-2.4234620000e+03,T1=1.8815180000e+00,T2=-5.0111803130e-04,T3=4.7281500000e-08,ID=\\"K244314\\"", "CALPRESSCOEFFGET": ["A0=6.3850020000e+00,A1=-5.6274000000e-03,A2=1.6346411250e-06,A3=-1.6029240630e-10,B0=-2.6056009380e-01,B1=3.1699690630e-04,B2=-9.0774206250e-08,B3=8.5142393750e-12", "C0=-1.2762860000e-03,C1=1.1561740000e-06,C2=-3.5109818750e-10,C3=3.5575718750e-14,D0=3.6002040630e-06,D1=-3.3359181250e-09,D2=1.0241850000e-12,D3=-1.0446648750e-16"], "CALROTACCLGET": "M11=0.99144,M12=0.00991,M13=-0.03081,M21=-0.00921,M22=0.99564,M23=0.01131,M31=0.03451,M32=-0.01242,M33=0.98426", "CALROTGYROGET": "M11=1.00000,M12=0.00803,M13=-0.02685,M21=-0.00933,M22=1.00000,M23=0.01646,M31=0.02587,M32=-0.01599,M33=1.00000", "CALECHOGET": "CHA0=0.00,CHB0=-17.69,CHC0=0.00"}
    inst_model :
    Signature1000
    inst_make :
    Nortek
    inst_type :
    ADCP
    burst_config :
    {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
    n_cells :
    28
    n_beams :
    4
    ambig_vel :
    5.066
    SerialNum :
    101663
    cell_size :
    0.5
    blank_dist :
    0.1
    nominal_corr :
    67
    power_level_dB :
    0.0
    burst_config_b5 :
    {"press_valid": true, "temp_valid": true, "compass_valid": true, "tilt_valid": true, "vel": true, "amp": true, "corr": true, "le": false, "altraw": false, "ast": false, "echo": false, "ahrs": true, "p_gd": false, "std": false}
    n_cells_b5 :
    28
    coord_sys_axes_b5 :
    beam
    n_beams_b5 :
    1
    ambig_vel_b5 :
    5.066
    SerialNum_b5 :
    101663
    cell_size_b5 :
    0.5
    blank_dist_b5 :
    0.1
    nominal_corr_b5 :
    65
    power_level_dB_b5 :
    0.0
    wakeup_state :
    clock
    orientation :
    AHRS
    orient_status :
    AHRS-3D
    proc_idle_less_3pct :
    0
    proc_idle_less_6pct :
    0
    proc_idle_less_12pct :
    0
    rotate_vars :
    ['vel', 'accel', 'accel_b5', 'angrt', 'angrt_b5', 'mag', 'mag_b5']
    coord_sys :
    principal
    has_imu :
    1
    beam_angle :
    25
    h_deploy :
    0.6
    declination :
    15.8
    declination_in_orientmat :
    1
    principal_heading :
    11.1898
  • " ], "text/plain": [ - "\n", - "Dimensions: (time: 183, dirIMU: 3, range: 28, dir: 4, beam: 4,\n", + " Size: 379kB\n", + "Dimensions: (time: 183, range: 28, dirIMU: 3, dir: 4, beam: 4,\n", " earth: 3, inst: 3, q: 4, time_b5: 183, range_b5: 28)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 2020-08-15T00:22:30.001030683 ... 2...\n", - " * dirIMU (dirIMU) " + "" ] }, "execution_count": 18, @@ -3360,7 +3504,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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    " ] @@ -3433,7 +3577,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 21, @@ -3442,7 +3586,7 @@ }, { "data": { - "image/png": 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", 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", 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    " ] @@ -3484,7 +3628,7 @@ ") # flow speed, for plotting in the next block\n", "\n", "ds_avg[\"auto_spectra_5m\"] = avg_tool.power_spectral_density(\n", - " vel_up, freq_units=\"Hz\", n_fft=ds_avg.n_bin // 3\n", + " vel_up, freq_units=\"Hz\", n_fft=ds_avg.n_bin // 2\n", ")" ] }, @@ -3518,7 +3662,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
    " ] @@ -3645,7 +3789,7 @@ "f_rng = [0.2, 0.5]\n", "# Dissipation rate\n", "ds_avg[\"dissipation_rate_5m\"] = avg_tool.dissipation_rate_LT83(\n", - " ds_avg[\"auto_spectra_5m\"], U, freq_range=f_rng, noise=ds_avg[\"noise_5m\"]\n", + " ds_avg[\"auto_spectra_5m\"], U, freq_range=f_rng, noise=ds_avg['noise_5m']\n", ")" ] }, @@ -3673,10 +3817,10 @@ " spec[r] = avg_tool.power_spectral_density(\n", " ds[\"vel_b5\"].isel(range_b5=r), freq_units=\"Hz\"\n", " )\n", - "\n", + " \n", " # Calculate doppler noise from spectra from each depth bin\n", " n[r] = avg_tool.doppler_noise_level(spec[r], pct_fN=0.9)\n", - "\n", + " \n", " # Calc dissipation rate from each spectra\n", " e[r] = avg_tool.dissipation_rate_LT83(\n", " spec[r], ds_avg.velds.U_mag.isel(range=r), freq_range=f_rng, noise=n[r]\n", @@ -3734,7 +3878,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 28, @@ -3743,7 +3887,7 @@ }, { "data": { - "image/png": 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8eYoVK6apXidNuYUQQgiRbfS6jN9mBdA7xqxbDi29t1tbtGiRKfXKLVohhBBCiGwwe/Zspk+fniVlyxU8IYQQwkFldCy7xPyZ2BiRbp9++in3799nypQpmV62BHhCCCGEg9Jp6Alrzi9yJgnwhBBCCAel0+vQabiCJwFeziVfrRBCCCFEDiNX8IQQQggHpWWwYnN+kTNJgCeEEEI4KOlk4dgaNGhAZGRklpQtAZ4QQgghRDb4v//7vywrWwI8IYQQwkFJJ4uc4cqVKxw5coRixYpRv379TClTAjwhhBDCQckzeI5jzJgxltd58uRh2rRpAPz3v/9l7NixGI1GAF599VU2bdqEs7OzpvrkqxVCCCGEyGLz5s1j9erV1KhRg0mTJgFw8OBBRo4cSXx8PB06dODLL78kPDycOXPmaK5PruAJIYQQDkpu0TqWH3/8kYYNG1rejx49GoBevXqxYsUKy+umTZvywQcfaKpLAjwhhBDCQel1GnvRZjyrSKf8+fNbBXfbtm3jyJEj5MmTh7lz51rWe3t7c//+fc31SYAnhBBCOCidXttVOLmC9/wUKFCA+Ph4nJ2dSUhI4IMPPkCn0zFy5EgKFChgSXf58mVu3LihuT75aoUQQgghsljr1q3p168fW7ZsoWPHjpw8eZKiRYvy/vvvW9LExcUxbNiwTKlPAjwhhBDCQekNOs2LeD5mzJhBdHQ0r7/+Or/88guFChVi3bp15M6dG4Dvv/+e2rVrs3Xr1kypT27RCiGEEA5KOlk4Dg8PDzZt2sS1a9e4c+cOFSpUwM3NzbK9Ro0aLF68ONPqkwAvHVrUfJ+j579Ntr5JndkA7D0yDoDq+RoB8Gf4fgAaVBxnSXvgjJq2bpl+ALh4lwPAGHUTgIPn5mdBy4UQQgjxIvD19cXX1zfZ+po1a2ZqPRLgCSGEEA5KZ9Ch03CbVWfKxMaIF4oEeEIIIYSj0niLVp7Ez7nkqxVCCCGEyGHkCp4QQgjhoLT2hNXLLdocSwI8IYQQwkHJM3jCHrlFK4QQQgiRw8gVPCGEEMJB6XRoGwdPp2Ria4QWjx8/xmAw4O7uninlyRU8IYQQwkGZb9FqWUTWunTpEkePHuX27dsppouLi6NNmza89dZbbN++XXO9EuAJIYQQDkoCvBfXP//8Q6NGjShbtiz16tWjaNGiNGjQgE2bNtlM7+Pjw3//+19WrlxJ27ZtNdcvAZ4QQgghRCa6desWjRs35uDBgyiKgqIoFChQgD/++IPOnTvTpk0bbt26lSxf5cqVcXd3R1G03zqXAE8IIYRwUDqDXvMiMt+0adO4desWBoOByZMn8/DhQ27dukVUVBQ7d+4kV65cVKtWjYMHDybLK8/gCSGEEP9ycov2xfTrr7+i0+kIDAxk2rRpeHp6AmAwGGjWrBkbN25k7dq1DBo0iJ9++skqr06XOd+JBHhCCCGEEJnozp076HQ6hg0bZjdN06ZN2b9/P4sXL2bx4sWZ3gYJ8IQQQggHJVfwXkzFihVDr9fj4uKSYjpvb29++uknDh8+zBdffJGpbZAATwghhHBQOr3GAE/DGHrCvs6dO5OQkMCBAwdSTavX61m4cCHXr19n5syZmdYGCfCEEEIIITLR1KlTqVq1KqNHj+bRo0dpyjN79mwiIiK4f/9+prRBZrJIh9+Pf2ZzfdyD81bv3QvXs3ofH3HRbpn7jk8AoE7JHgDULdMPAOPja5Y0x+/sTFP7Wry+JbGtv2Z8DJ3mAT8CEHX+FwAM7vkBOHBmdobLFEKIpJr6LwJg956BNrebz4kARy6vsbvN1naASc7qn7eZ8UYAmjVbAUBwcB8A6vkNAeDQ+YWptrXNh+of6IT/HQdgx8amdttrqy1ZSWtPWJ0hExsjLDw8PNi3bx/Tp0+nTZs2jB8/nnbt2qWa77PPPuPx48csXJj6cZkaCfCEEEIIB6X1OTp5Bi/reHh48Omnn2IymWyOeWfPN998Y+l1q4XcohVCCCGEyCJ6vZ6iRYumK8+DBw+016u5BCGEEEJkD4NO+yJeGAkJCQQHB2fKsClyi1YIIYRwUHKL1nGYTCY+/fRTVqxYwZUrV3jy5EmW1icBnhBCCOGgpJOF4xg7dizz589P0zyzmTGbhdyiFUIIIYTIYsuWLQPgo48+4vbt2yQkJGAymZItwcHB6PXawzO5gieEEEI4Kr3G5+hkoOPnxsXFhfz58zNlypQU0/n7+9OqVSvN9eX4K3j79++nbdu2FC5cGF9fX8qVK8fUqVOJiYnJ7qYJIYQQmshUZY6jd+/eGI3GNN2iXbNG+3iKOTrAW79+Pf7+/tStW5erV69y7do11q5dy5IlS2jRogVxcXHZ3UQhhBBC/At8/PHHVKxYkdWrV6ea9pVXXtFcX469RRsbG8uwYcNo2bIlU6dOtayvXr06M2fO5K233mLRokUMGzYsG1sphBBCaGDQgYZOFhhSv5okMoe7uzvbt29n0KBBeHp64uXllSyNef7a27dva64vxwZ4oaGhhIeHU61atWTbatSoAcCpU6eec6uEEEKIzCPDpDiOO3fuMGDAALZu3Zopt2BTk2MDPA8PDwAOHz6cbJt54l9bwZ8QQgghRGZ7++232bJFnTO+bNmyFC1aNFlvWZPJxNmzZwkPD9dcX44N8F555RX8/PzYs2cPa9asoUePxMmpN23aROXKlenbt282tlAIIYTQSOtsFHIF77nZtWsXOp2O9evX07FjR7vpbt++TalSpTTXl2M7Weh0Or777jtcXFzo16+f5aHGkJAQjh8/zu+//46rq6vNvLGxsURGRlotQgghxIvGPNCxliWj4uLi+OSTTyhXrhxly5bF39+fvXv3prucW7duMWTIEMqUKUPp0qXp1q0bV65cSTHPhg0bqF27NmXKlKFKlSr88MMPmV5HUteuXcPb25t+/fqlOc+zSpYsSZEiRVIM7gAKFSrExIkTM1yPWY4N8ACaNm3Kjz/+iMFgoHfv3owaNYpNmzaxbds2ChQoYDdfYGAgXl5elqV48eLPsdVCCCHEiy02NpY2bdqwYsUKduzYwT///MPw4cNp2bIl69evT3M5YWFh1KpVi4cPH3LmzBkuXLhA0aJFqVWrFn/99ZfNPBMnTqR///7Mnj2bixcvEhQUxMSJExkxYkSm1ZGUoigMGDCAhw8fpnm/bJk+fToPHjwgOjo61bQNGjTQVBfk8AAP4PXXX+ezzz5jxIgRzJ8/n2+++SbVg2/ChAlERERYlqtXrz6n1gohhBDpYB7oOKNLBgc6Hj9+PMHBwSxZsoQSJUoA0KVLFzp37kz//v0JCwtLtYyEhAS6dOlCXFwcixcvxt3dHYPBwOzZs3Fzc6Nr167Ex8db5fnpp58IDAxk8uTJ+Pv7A1C+fHlmzJjBV199RVBQkOY6nvXNN99w8ODB9Hw8NnXs2JG5c+cyZ86cVNN2795dc306JS0j7jmwzz77DD8/Pzp06EBQUJBloMH58+czfPjwNJURGRmJl5cXEREReHp6JtvetNG3AERd2g7A0Wsb09y+WkVeA8C1QFUAQkJnAVCnZOIzg85epa3ymNOYtWj7MwC/b2lnt56GVdTLvfER6o/uyOWs78EjhMh65nNF0t90g4rjAHArUssq7a6d9v9otO57GgDj9dNWac3rty+rBECrbocseXQubuq2FdWsyqrnNwSAQ+cXpnk/zG0+cGZ2mtOY63Hx9gNg75FxqdZTt0w/AA5fXJrmtqWkqf8iAAwe6l2h37e0S/VvRmYw1/FwTnk83TM+oWzkkwTyjj2XrrZeunQJPz8/Xn75Zc6cOWO17bfffqNt27Z069aNtWvXpljOypUr6dOnD++88w5ff/211bbx48fz2WefsWDBAoYOHQqoHRDKly/PhQsXuHXrFgULFrSkf/z4MXnz5qVw4cJcvnwZg8GQoTqedf78eVq2bMmwYcOYMGECffv2ZenSpWn6nJ41ffp0AH7//Xfq1KlDnjx5kqUxGo0cO3aMbdu2kZCQkKF6zHJsJwuA2bNns3HjRg4dUk9IXbt2xcXFhc6dOzNixAiqV69Ow4YNs7mVQgghRAZlQyeLdevWYTQabd5GrFu3LqB2ZgwPDydfvnx2y1m1ahVg+3ZkvXr1APj+++8twdfRo0c5f/48L730klVwB5A7d24qVqxIaGgoW7Zs4Y033shQHUklJCTQt29f5s6daxl9Q4vg4GDLM4r79u2zmUan06EoCjqd9s4vOTbAu3z5Mh9++CGTJk2yWv/mm2/yySef8J///Idp06axffv2bGqhEEII4Xg2b94MQJkyZZJt8/HxoVixYly/fp2QkBDatbN9Zyk6Oprdu3fbLady5coA/Pnnn0RERODl5ZViveY8oaGhBAcH88Ybb2SojqQ+/fRTXnrpJTp16pThq3ZJTZ8+HX9/f3r06EHJkiVtdvSMj48nJCQkQ51VnpVjA7zNmzcTGxubLMoHGDVqFJ999hlHjhzJhpYJIYQQmUSf8efoLPkh2WgRrq6udkea+PPPPwHw9fW1uT1v3rxcv36dEydO2A3wzp49a5kT3lY5efPmBdQODidPnqRJkyZpqhfgxIkTGa7D7OTJkyxZsoRjx47ZrCsjGjduTK9evVixYkWK6Uwmk83YJb1ybCcL8zyz165dS7bNycmJUqVK4eLi8rybJYQQQmQeg177AhQvXtxq9IjAwECb1cXExPD48WMgMUB6lvlK2L179+w2++7du5bXtspJejXNXI45T1rrzUgdoMYPffv25bvvvrM5nZgWM2bMSLVTh16vZ8+ePZrryrEB3uuvv47BYGDDhg0YjUarbREREZw7d45OnTplU+uEEEKIF8fVq1etRo+YMGGCzXRJZ1jIlSuXzTTm2RnMV88yUk7SGR7M5ZjzpLXejNQBMGXKFJo3b06zZs3stj815rF3n1WyZEmcnZ1TzV+xYsV0lWtLjg3wXnrpJT7//HPOnTtH//79iYiIANTBDrt3707JkiWZNWtWKqUIIYQQLzAtQ6Qk6aDh6elptdi7PZv0zpe9QTjMd9B8fHzsNju1csxlJC3HnCet9WakjgMHDrBlyxbN8cFHH32kKX9mlJtjAzyA0aNHs3nzZm7cuEHp0qUpWbIk/v7+1KhRgwMHDuDt7Z3dTRRCCCEy7jmPg+fj42MJnKKiomymMQ8InD9/frvlFC5c2PLaVjlJBxU2l2POk9Z601tHVFQUgwYNYunSpbi5udlte1pk1Qh06Sk3x3ayMGvbti1t27bN7mYIIYQQDs9gMFChQgVOnDjBjRs3bKa5ffs2AFWrVrVbTqVKlSxDgty4cSPZs27mMlxcXHjllVcAqFKlCrt27UpzvemtY+PGjZw9e5aaNWvabfeyZctYtmwZJUuW5NKlS3bTZcYwJ1rLzfEBnhBCCJFjZcM4eAEBAZw4cSLZIMegdlaIiIjAw8PDMtOELd7e3tSpU4fDhw9z5swZSxBnduHCBQCaNGmCh4eHpd558+bZrDdpHvNFnfTWkTt3bsqVK2ez7IiICG7duoWnpydFihShWLFidvcN1MGg7Q3nosX169fTnFYCPCGEEMJRZdIwKekxcOBAPv/8c5tjtZmn9OrUqVOqI1UMHjyYw4cPs3fvXjp37myznJ49e1rWtWzZktKlS3P27Fnu3r1rNaf8w4cPOXv2LKVLl7YMYJzeOjp06ECHDh1stnXp0qX079+fDh06pGlMPKPRmOIVvoxKzxW8HP0MnhBCCCEyl5+fH4MHD+bUqVOWMefMli1bhru7O1OnTrWsCw4Opm7dusyfP98qbZ8+fahcuTJBQUFWvVjj4uJYu3YtlSpVonfv3pb1Tk5OBAYGYjKZLDNUmK1cuRKTycTMmTMt05RlpI7MYjKZsmRJz/RlEuAJIYQQDkox6DQvGTF79mxq1qzJ0KFDuX//PoqiMH/+fH755ReWL19udXtyzpw5HDlyJNnMUs7OzqxevRqj0ciYMWMwGo1ER0czYMAATCYTGzZsSDakSLdu3RgyZAgzZswgNDQUUKf9mjRpEqNHj6ZHjx6a68gp5BatEEII4aiy4RYtgIeHB8HBwUyePJlatWqh1+upVKkSR48epUqVKlZpe/Towd69e3nrrbeSlVOpUiUOHjzIBx98gJ+fH87OzrRu3ZqTJ0/anc1hwYIFVKpUie7duxMbG0uhQoVYvnw57du3t5k+I3XkBBLgCSGEEA5Ky1U4c/6MypMnD/PmzWPevHkppuvVqxe9evWyu93Pz48ff/wxzfXqdDqGDx/O8OHD05wnvXU8q1+/fvTr1y/D+bOD3KIVQgghhMhh5AqeEEII4aj0aLtUI5d5ciwJ8NKhWcUBHL+6Idn6hCcPADh6bSMAdcv0A+DwxaXJ0tYvPwIAnUHtPn7s5mabdeWp3MfyOvba0RTb9fuWdik3HAgJVaddaVBxXKpphRDpV89vCACHzi+0uT3gncuW19u+KZnu8lu0/RmAhCh1AnW9W14ATHGRydIa3PIB4Fy2jlrfQvWB96aNvgVg9/6hapvePm/Js31ZJTWN/2EAGlaZCCSeO/zrqz0gXV9qkphnRTWrepsHqLfA3ApVBxLPhV71Em+lGcPVz2HXNnUu8FZd9gPg4v0SkHiOMr8HcC6m1mN8rI4B1rhmIAAefq8BEHU++Xm0SJg6WfvN0tZjsT17Xq7t29Hy2nwOTw+XUnUBiDm7Nd15M4Ni0HabVTGknkY4JondhRBCCCFyGLmCJ4QQQjgqncZetFk0pZbIfnIFTwghhHBQil6neRHPz5MnT5g2bRqVK1emVKlSlvXBwcG89dZb/Pbbb5lWl1zBE0IIIYTIYg8ePKBp06acPn0aRVHInz+/ZVuzZs2oVKkSzZs357fffks260dGyBU8IYQQwkEpeu2LeD4+/PBDTp06RYUKFejevTtubm5W2wsUKMCsWbP4+uuv+e9//6u5PvlqhRBCCAclAZ7j2LRpExMnTuTUqVOsXr2a3LlzJ0tTvXp1FEVhwYIFmuuTr1YIIYQQIouZTCamTZuWYpq7d9VhkC5evKi5PnkGTwghhHBQ2TlVmUgfX19fdKn0Wv7uu+8AMmWOXLmCJ4QQQjgouUXrONq3b8+MGTPsbv/6669ZuHAhOp2OTp06aa5PruAJIYQQDkprkCYB3vMzbtw4GjduzOHDh+nUqRPR0dFs376dv/76i6CgIA4cOACAn58fU6ZM0VyfBHhCCCGEEFnM3d2d33//nREjRjBkyBASEhJ49dVXAVAUBYB27drx3XffkTdvXs31SYAnhBBCOCi5gudYvLy8WLZsGZ9++il79+7lypUrGI1GihQpQuPGjSlTpkym1SUBnhBCCOGgTDowaQjSTNLH4rn55ZdfeOONNwAoXLgwXbt2tZlu7dq1dO/eXXN9ErsLIYQQQmSxsWPHpildnTp1ZKBjIYQQ4t9MetHmPD4+Pnz77beay5FbtEIIIYSDMuk13qKVAC/L7Nu3j5kzZxIXFwfA9evXad68eYp5YmJiOHv2LM7OzprrlwAvHZzz+lm9r+3bEQCDewGr90evbbRbxsFz863SmtUp2QOAI5fXJMuz/8RUAJo2so7omzVbAUBwcB8AWrbfYdkW9dcvVvU1qDgOgANnZtttm0id78n/WV5fq1oBgE7xkwD40XmmzTzFzpy0vL5esarNNK3nmADYPtb+2Tbg41gAtk12VfN8nqDm+Y8BgKb+iyxpd+8ZCEDzlmsB2LXT9vMcjaoljqru7K0+3Gs+nprUUY+VvUfG2W2TPa17HgNAX6AYAFu/LJLuMpKq5zcEgEPnFwLQcKW6726rNwMQdV7919mzlCVPfOQlqzwZUavIawAcu7nZan3AO5ctr7d9UxIAJ4+iQOLvMubmUSDxN2hOZ4v5s9a7ewOJ319SOmd3AJ5c3QfA4YtLn25JPl7WvuMTbNaze/9QIPH72b66lmXbs5+xed8D3j4PwJ6DI9T3U6KSlWs+jlyLVreqB6zrA9i1zbq9pqj7AMTc/hMAg3s+AJSEOEuaHevqAdCwys9W+1e3TD8g8bNoHvCjJc/Np/Wkdu4zxUXaXG+Lrd9E1J+rAXD2LJHmcsS/Q+PGjVm0aBGDBg1i27Zt6HQ6du/enWo+Z2dnuYInhBBC/JtJL9oXW7Fixdi8eTODBw9m27ZtrFy50m5anU6Hu7s7L7/8Ml5eXprrlgBPCCGEcFCKxlu0EuBlPb1ez8KFC+nevTv+/v7Pr97nVpMQQgghxL+QwWBg/fr1qabbtGkTISEhmVKnBHhCCCGEg1L0iuZFvDjatWtHly5d2Lx5c+qJUyG3aIUQQggHJb1oHcuiRYvYsmULERERmEwmq20mk4l79+5x69Yt3n33XV577TVNdUmAJ4QQQjgoCfAcx/z58xk1alSa0hYrVkxzfRLgCSGEEEJkscWLF1O7dm3effddihUrxsyZMxk7diy5c+cGQFEUPv74Y95++22705ilhwR4QgghhIMy6RVMGp6j05JXpM/ly5e5ePEi3t7qeJfh4eHcvn3b6lasl5cXnTt3pnXr1vj4+GiqTy7OCiGEEA7KpEu8TZuhRZfde/DvUbx4cUtwB9CxY0eCgoKs0lSvXp24uDiGDx+uuT4J8IQQQgghspiXlxc//pg424qTkxPNmzfn888/t6y7evUqd+/e5ddff9Vcn9yiFUIIIRyU3KJ1HKNGjaJLly7odDqqVavG8ePHee+996hatSpHjx6lRIkSrF27lvj4eHx9fTXXJwGeEEII4aCkF63j6NSpEzNnzuSzzz7DyUkNv9zd3Vm3bh0BAQHcu3cPUAdFnjZtWkpFpYkEeEIIIYQQz8GECROYMGGC1brq1atz6tQpNmzYgMlkokWLFlSoUEFzXRLgCSGEEA7KpNPWUUI6WbwYChUqxLvvvmt536JFC37//XdNZUqAJ4QQQjgo9RatlmfwMrExIlOcPXuW3bt3ay5HArx02B5ifVn16LWNVu/rlx8BQJ2SPQA4cnlNsjKa+i8CwCm3+gBl45qBAOT2a29VxsFz85PldcpX1uq9Eh9lVebuPQOTbG1llfbAmdm2dgn/+on17Dk4wmaaZ7Vo+7Pl9e9b2qUpT1ZruDLB8jqktyHL6rlWNfll8x+dZ9pM27L9DgCu/1/id9Hia/Xfq5VuAfC3f2EA9PcePU3hBUCrbocsefTVawEQn9/Vqvzt/7HeT+vvX+VU8CWr923GPwBg66dqV/39J6ZatgUMv2aVdu+RcVbv65bpB8Dhi0uT1WPWuu9pAJ78pe77k+D96oYvE+dVbNZsBQDBwX3slgPQsMpEy2u9Sx4g8ffh2fg9AJR8JQDw0Ku/n9hrRy15Dp1faFXes79LW+1oUFHdZyUhDoBcxZvZbFvC9b+TvCsJJH6Wjaqpz86Yf8P1/IbYbE9Sz37WNuuMVI8Z8+dv/nxci9RU2xwXbUnr7FsZgPhrp4DEfWweoPbgM3gWSla+uX3mz+DYTfU7S/y9+wGwbbpHsryuRasDiecD87G/8+mxH3U66bmyllX7zZ/1s/XbOh8Z3Hys8nr4vQFAwDuXAdi1rZONPPmSrYPE4/n4nZ02tydlbpP5PGr+HAFCQmdZpa3nNwSjKS7VMoWw5+OPP86UciTAE0IIIRyUorGThSJX8LLctWvXuHfvHuXKlcPd3T3FtGPGjGHt2rXodNrvnctXK4QQQjgok07RvIiscfHiRfz9/SlZsiQ1a9bE29ubSZMmkZCQkCztrVu3aNmyJV9++SWQOXPRSoAnhBBCOKgEvfZFZL4HDx7QvHlz9u/fj6IoKIpCXFwcn3zyCSNGWD9+sHnzZqpWrUpwcDCKotCtWzdCQ0M1t0G+WiGEEEKITPT1119z5coV3Nzc6Ny5M+PHj6djx47o9XoWLlxIWFgY8fHxjBw5knbt2nH37l28vLxYtWoVa9asIW/evJrbIM/gCSGEEA5KBjp+Mf3222+ULFmS7du34+fnZ1l/8OBBAgICCAwM5OjRo4SGhqIoCs2bN2fp0qWZMoOFmQR4QgghhIPS+hydPIOXNS5evMi3335rFdwB1K9fnw8//JAPPvgAADc3N2bNmsWoUaMyvQ0SuwshhBBCZKKIiAiaNbM9zFKPHuqQTdWqVePYsWM2g7t169ZpbkOmXMHbs2cPGzZsIDw8nNWrVwMQHBzMkSNHeOuttyhSpEhmVKOJ0Whk3bp1/Prrrzg5OeHr68vgwYMpXbp0djdNCCGEyBCtHSWkk0XWMBqNeHp62txWvHhxChcuzJEjRyxz0j5r1KhRdOvWTVMbNAV4iqIwaNAgli5dCkC+fIkDSjZr1gydTkfDhg357LPP6Ny5s6aGavHHH3/Qu3dvypcvzxdffEHJkiWzrS1CCCFEZjGhcaqyTGuJSMpoNHLp0iVKlCiRbJuiKOTJk4ebN2+iKNa3yJ88ecKmTZu4c+eO5jZoCvDmzJnDkiVL0Ov1FCxYMFlDmzZtyvjx4+nevTtbt26lZcuWmhqbEf/3f/9H9+7dmTBhAlOmTHnu9QshhBDi36ds2bIpbi9VqlSW1q/p4uz3339P69atuXHjBjdu3LDZrbd169aYTCamTZumpaoM2bNnD926dWPgwIES3AkhhMhxTBrHwJNetFnHPP5dRpbMoOkK3q1btzh8+LAlsLM1tYZ5xOY//vhDS1Xpdvv2bTp06ECRIkWYPdv2PKxCCCGEIzPpNN6i1T4jlrAhT548fP7555QtW9buc3a2REdHs27dOlasWKG5DZoCvFKlSqU6GN+mTZsAUp1/LbN98MEHPHjwgFmzZuHm5vZc6xZCCCFyuri4OObOncuSJUswGo34+vry8ccf06RJk3SVc+vWLaZOncqOHTtQFIU6derw+eef23x+zWzDhg18+umnhIeHkzt3bkaMGMGgQYMyrY5z584xYcIEDhw4QFRUFLVr12bWrFnUr18/Tfs0cOBABg8enKa0zwoICLDETlpoujhbt25dfv31V7vbjx07xscff4xOp6NFixZaqkqXa9eusWzZMtzc3PDz82PIkCH4+/tTvHhxWrZsya5du55bW4QQQoiskqDTvmREbGwsbdq0YcWKFezYsYN//vmH4cOH07JlS9avX5/mcsLCwqhVqxYPHz7kzJkzXLhwgaJFi1KrVi3++usvm3kmTpxI//79mT17NhcvXiQoKIiJEycmmwIso3WcOnWKOnXqsGfPHgCioqLYvXs3zZs358SJE2naLy19DvR6PcOGDctwfks5WjJPmTKF4cOHWz5kUCP6U6dO8eGHH+Lv78/jx4/x8PBg+vTpmhubVhs2bEBRFJydnTl06BAzZ85kz549fPfddxw7doxWrVpZhnOxJTY2lsjISKtFCCGEeNGYZ7LQsmTE+PHjCQ4OZsmSJZarYF26dKFz587079+fsLCwVMtISEigS5cuxMXFsXjxYtzd3TEYDMyePRs3Nze6du1KfHy8VZ6ffvqJwMBAJk+ejL+/PwDly5dnxowZfPXVVwQFBWmqw2Qy8c4777BkyRLCw8O5ffs2e/fupUCBAsTExKQ5lmnbtm2a0tnzySefaMoPGgM8X19fNm3axHfffYefnx/nzp3D3d2datWqERgYyJMnTyhSpAhbtmyhXLlymhubVuaoe8CAAUyaNIn8+fMD8OqrrzJ79mxMJhODBw/m7t27NvMHBgbi5eVlWYoXL/7c2i6EEEKkVXZcwbt06RJff/01FSpUoE6dOlbb+vTpQ1RUFBMmTEi1nDVr1nD8+HG6dOmCh4eHZb3BYKBHjx6EhoayaNEiy3qTycT777+PTqejX79+VmX17NkTg8HAmDFjLM/+Z6SOI0eOMGPGDDp16mTpV9C4cWNLwGXvquKLSPNAx9WrV+d///sfmzZtIjg4mCtXrmA0GilSpAhNmjShe/fuz/35u2vXrgFQrFixZNt69erF2LFjiYyMJCgoiHfffTdZmgkTJjBmzBjL+8jISIoXL07z6iM59s8Su/UePDcfgNq+Ha3WN6qW2IN4/4mpVuuir/4OgEtUBQDcitROVm6DiuMAUBLiAKhTcjEAOoMrAIcvLrXbptTsOWj7knZKft/SLsP1aVX60CUAwuqVslof0tvw/BtjR5sPHwGw8/9aAdD688STTXQxtXdU6YPqfzpQ/wPK1kAvqzJ0brktr7d9YP0zbTVPLWPHKOszc8CAs4l5Fr8CQGzYAQBavK6OqfQkTH08oU38+2q9cwsm1pknj1V5dcv0AxKPL48ybQBo1izx4d/g4D7W7c6TF4B9x+2f3J/NY4+zd+IQA7v3DLTa1qrLfgCUuCd285vbn6uk+niIi3d5AJrUUTtd7T2i/q7qlOxhyWNOs/+M+jutX36EVVnmz8L83SZl/p0eOKOW37zlWgAOnV9ot40Nq0wEwKNqVwC2r6hms40AOoOzWm7AjwCEhM6yKsucBwD1FIhTfuuB3A151XOi8c75p2saWbaZ99UUp96xaN3zGABKXDQALV7fAoDePXHw1h3r1fxOha2nY9J7eFu/d7Y+tgDcSjR6mtbHen2RWgA0rhloWRdz+ygAHqVaAxB77zQAIdvUz8D8WdfzS/xMzJ/7s8eiOa2Ld/KLDubPwHwuN0t4cg9Ifi5WdbJKe+j8QiIjI/HyWpqs/Jxi3bp1GI1GGjRokGxb3bp1AfX5+/DwcKvxcZ+1atUqAJvl1KtXD1BH6xg6dCgAR48e5fz587z00ksULFjQKn3u3LmpWLEioaGhbNmyhTfeeCNDdZjX2UtbrVo1u/vzosmUmSycnJzo0qULXbp0yYziNDPfUrU1irS7uzvNmzfnp59+4n//+5/N/K6urri6umZpG4UQQgitsqMX7ebNmwEoU6ZMsm0+Pj4UK1aM69evExISQrt2ti8IREdHs3v3brvlVK5cGYA///yTiIgIvLy8UqzXnCc0NJTg4GDeeOONDNVhz61bt3B1dbXMIesINI+A06FDhzSl++WXX+jWrRsdO3bk+++/t7qEmtkKFCgAYPfZOV9fX4BMG2tGCCGEyA4JOp3mJb3+/PNPIPFv6bPMo2uk1CHh7NmzxMTE2C3HXIaiKJw8eTJD9WakDnu++eYbFi1aZAkKHYHmAO+vv/4iPj6ePXv2sG7dOvbu3YvRaLRKs2rVKt58800KFizIjBkzuHz5Mo0bN+bhw4daq7epVi31Ev+ZM2dsbjcPm/Lyyy9nSf1CCCGEI3m2Y2FsbKzNdDExMTx+/BjA7jBp5ith9+7ds1tf0mfgbZWT9GqauRxznrTWm5E6nvXgwQP69+9PSEiIww25pjnAi4iIwNfXl+bNm9OzZ0+aNWtGmTJl2LlzpyXN3LlzAbXXTYUKFZgxYwZNmjRJ89W/9OrevTsAO3bsSBZsgtplWq/X8+abb2ZJ/UIIIcTzYL5Fq2UBKF68uFXnwsDAQJv1hYeHW17nypXLZhq9Xg0tzFfPMlKOuYyk5ZjzpLXejNSR1Lx586hVqxZLly7l1q1bdO7cmVGjRtndp8yUGbN/aQrw/ve//3Hv3j3u3r2Lt7c31apVo2rVqkRERPDGG29YLnmae50UKVLEknf06NGWq36ZrV69enTo0IEbN26wcuVKq223b99m69atDB48OMvngRNCCCGykknj7VnT01u0V69eJSIiwrLY6wXr4uJieW3vMae4OLUTio+Pj83taSnHXEbScsx50lpvRupIatSoUVy4cIG9e/daBjj+8ssv2bFjh529yhwXLlzI/mFSJkyYQMWKFfn999+5d+8ex48f548//uDmzZv07dvX8j+AJ0/Unm4GQ2JPx0KFClG4cGGWLVumpQl2LVmyhEqVKjFixAj27dsHwP379+nbty/Vq1fniy++yJJ6hRBCCEfj6elptdjraOjj42MJnKKiomymMT9+ZR6izJbChQtbXtsqJ+kjXOZyzHnSWm9G6niWTqejcePG7Nmzx9KTds2aNTbTpsXKlStp27YtlSpVomzZspQpU8ZqKV68OK+88opV8JlRmnrRhoSEcO7cuWQfTK5cuZg3bx7VqlWzTJxray62PHnyZNkctV5eXuzbt49JkybRtWtXXF1dyZs3L127dmXcuHFWkb0QQgjhiLTMRmHOnx4Gg4EKFSpw4sQJbty4YTPN7du3AahatardcipVqoROp0NRFG7cuJGsB6u5DBcXF155RR32qUqVKuzatSvN9WakDnucnZ2ZMmUKbdu2tVt/aqZOncqMGTPS1MFTl4HOL8/SdAXP3d3dbtT7+PFjjEYjJpPJkvZZkZGRPHjwQEsTUpQ3b16+/vprbt68yaVLlzhx4gQTJ06U4E4IIUSOoD5Hp9OwpL/OgIAAwHZHxnv37hEREYGHh4dlpglbvL29LYMk2yrnwoULADRp0sQyQHFK9SbNY55FIiN1pKRRI3XsxqSPm6XHN998A0Dfvn3Zu3cv58+fJywsLNmyfv16q+cDM0pTCSVLlmTevHnJ1l+4cIEuXbpQtWpVyxQgz/ZguXfvHrdv305x3BkhhBBCvFgGDhyIXq9n7969ybYdPHgQgE6dOqV6MWXw4MEAKZbTs2dPy7qWLVtSunRpzp49m2wmqocPH3L27FlKly5tNVhxeutISUREBADt27dPU/pnOTk5kT9/fpYsWUKjRo0oW7YsJUuWTLZ06tQpU4Zj0RTgjRkzhjFjxvDKK6/QuXNnOnfuTO3atXnllVfInTs3u3fvtuqJY/5wAJYvXw5A7drJZ24QQgghROqyYxw8Pz8/Bg8ezKlTp5KNdbds2TLc3d2ZOnWqZV1wcDB169Zl/nzrGUL69OlD5cqVCQoKsurFGhcXx9q1a6lUqRK9e/e2rHdyciIwMBCTyWSZocJs5cqVmEwmZs6cafW8f3rrSMny5ctp2rRphgO8IUOGEB8fn6ZbtMHBwRmqIylNAV7Hjh2ZMWMGFy5cYOPGjWzcuJHjx4/TsWNHNm3axJdffsmnn34KQP/+/enSpQuffPIJs2fP5sMPP0Sn0zFgwADNOyGEEEL8GyWg07xkxOzZs6lZsyZDhw7l/v37KIrC/Pnz+eWXX1i+fLnVzBFz5szhyJEjTJo0yaoMZ2dnVq9ejdFoZMyYMRiNRqKjoxkwYAAmk4kNGzbg7Oxsladbt24MGTKEGTNmEBoaCmB53n706NH06NFDUx0ff/wx3t7e9O/fn3PnzgFgNBpZsGABe/bsYePGjRl+Pm7y5MnUr18/2egetlSsWDFDdSSleaqyiRMn0q1bN3777Tfi4uKoX7++pTtx79698ff358qVKzRs2JCoqChGjx7NokWLUBSFLl260KlTp1RqEEIIIYQt5mfptOTPCA8PD4KDg5k8eTK1atVCr9dTqVIljh49SpUqVazS9ujRg7179/LWW28lK6dSpUocPHiQDz74AD8/P5ydnWndujUnT55MNt+s2YIFC6hUqRLdu3cnNjaWQoUKsXz5crtX1tJTR6NGjQgKCmLNmjWsXr2aV155hfLly9OhQwe2bt2qqfNDSEgIo0ePZtasWeTOndvmPL1Go5GQkBBu3ryZ4XrMMmUu2rJlyzJ8+HCb24oXL07x4sUB9YD47rvvGDNmDGFhYbRu3TozqhdCCCHEc5YnTx7mzZtn81n8pHr16kWvXr3sbvfz8+PHH39Mc706nY7hw4fbjTu01NGsWTNOnTqV5nLTY8CAAYSFhQGwZ8+eLKkjqUwJ8NJi0KBB/PDDDwCUL1+e8uXLP6+qhRBCiBwpAT0JGp620pJXpM/EiRMZNGgQvr6+FC9eHGdn52RXBGNiYjh37hyRkZGa68vyAC8hIYG9e/eyfPlyS4AnhBBCCO1MGewokTS/eD769u3L999/b+m9a8/9+/cpUaKE5vo0BXgJCQkEBgayevVqrly5YpmxQgghhBBCJDIYDEyfPh2j0Whz8gczHx8fvvzyS831aQrwhg8fznfffffcRmXObkrcI6v39fyGAKAzqFO6HDyndgE/em0jAHVKqr15PKsl7yns7K32MIqPVO/HJzxRx/SJf3AxWVrT03oPnV9otb5++RGptrlRNXXC4v0nptrc3rzlWsvrXTu7W21r6r8IgN17BqZaT0YEfBwLwLbJtqfEsSWsXqksaUtmiqhgPah3VJIxMQ/2tP7JlT1wFYB/GhS3Wh/Ztpzldcv56u/L6fpDAKIrez7dYrDKE3/9f5bXbcaoD+8ao24BoHNRB/E8cGa23XZvDbQekzJ3+Y5W7589PmzZ9l9fm+tbtP3Z8vr3Le2stjWuqQ6ltO+49dyXSY+72r7Wbcnb8H0Adv5fKwDajFQfSI6+sNWS5vDFpQA0qDgOsL/vRy4nn3bI3Cbzbzoldcv0A8C9eGOr9ebPq8XrWwD4/de2yfKGhM6yem/+ze09orY54O3zlm0JUXeAxO+y4nZ1kPgzrb2t8qRkxzrz+GDqvwHvXE6WxqNMG7WePOrcnE68BEDUafW85uRROElqdeDXbYvVWQBa9zwGwPbVtQBo1e0QAIbciQ+ym79Ln1fVERa2fe+npu2yXy2/oFpf7J1QSx73og0AiHtwweZ+OZdX22E8syLZNv/66ne456B6vjR/LzULtnyaIvG4s/d9m+LU22XmYyqp1M6xWc2EHpOG26xa8or0a9VKPWfFx8dz+PBhrly5gqenJ5UqVaJUqVKWdAMHav+7q+mbNc/HNmXKFK5cuUJ8fDwmkynZcvTo0WRdnYUQQgihTXaMgye0mTdvHr6+vvj7+9OnTx/at29P2bJlqVevHrt27cq0ejQFeHnz5qVQoUJ89NFH+Pr6Wg0umFTNmjUtU4wIIYQQQvwb9e3bl7Fjx3L37l0URSFXrlwULVqUggULcuzYMVq1asWMGTMypS5NAd7YsWN5/PgxcXFxqaZNOqOFEEIIIbQz96LVsojnY/ny5axYsYKXXnqJb775hsuXL/Po0SOuXr3KzZs3iYqKYtOmTfzwww/s2LFDc32avtn33nuPHj16WCbQTUmLFi20VCWEEEKIZ0iA5zi+/fZbunbtyunTpxk6dKhljGAzV1dX2rVrx08//cTcuXM116epk8Xy5ctp2LAh3377LSaTifz58ydLYzQaOXDgAHfu3NFSlRBCCCGEw7pw4QLbt29PtU9CtWrVuHbtmub6NAV4X3zxhWUuuMOHD9tNpyhKjuhFK4QQQrxIjDoDRp3t59/Tlj/1UTBE5ihSpAi5c+dONd3du3e5fv265vo0BXiTJ0+mc+fO1K9fn1KlStkdlfmPP/7gwgXb3duFEEIIkTEmdJpus5qQiy/PS9GiRfnjjz+oUaOG3TSPHj2iT58++Pn5aa5PU4DXsWNHWrVqxbZt21JMFxMTQ6FChbRUJYQQQohnGNFj1BDgackr0mfkyJG88cYbBAYG8uabb+LpqY5pGhsby19//cWaNWtYtmwZt2/fZvHixZrr0zxV2axZs1IclfnEiRNUqFCBoKAgrVUJIYQQQjikNm3aMGTIEPr164der8fLywudTseDBw8saRRFoV+/fvTt21dzfZpD95o1a6Y45UaePHlo1qwZ1atX11qVEEIIIZJIwKB5Ec/PlClT2Lp1KzVq1ODBgwfcv38fRVFQFIWiRYvy7bffZsrVO8iEK3j3798nJCSEiIgITCaT1TaTycS9e/c4ceIEffr0SfVWrhBCCCHSzogBo4YgzYgp9UQiU7Vu3ZrWrVvzzz//8L///Y/o6GjKli1LjRo10Osz75a5pgDv6NGjBAQEEBERkWI6RVH4448/tFQlhBBCCJFjlC1blrJly9rcdufOHQoWLGhzW1ppCvCmTZvG48eP8ff3x9fXl127dlkm0jX77bff6NSpE3369NHUUCGEEEJYk04WOVOVKlW4deuWpjI0BXhHjhxh+/btNG3aFICZM2fi7+9Po0aNLGmWLFnCnj17qFevnqaGCiGEEMKaSeNzdCa5RZvpdu7cyc8//8zAgQOpWrWqZf3y5ctTzRsfH8/u3bu5e/eu5nZoCvBy585tCe4ABgwYwIQJE6wCvD59+jB69Gi++uor3nvvPS3VCSGEEEK80Lp27UpERATHjx8nJCTEsn7mzJlpGhM4syaH0BTgeXl5ce/ePcsUZUWKFEFRFP78809Lr1m9Xo+TkxOzZ8+WAE8IIYTIREbFgEHR0MlCkSt4mW3UqFEEBQUxdOhQq/VDhgxh/PjxNG/enAIFCticsiwuLo7Dhw8TFhamuR2aArxXX32VunXr0qRJE2rUqMF7773HhAkTeO211/jqq68oUaIEc+bM4f79+8l62Dqi4DPWXZcPnV8IQN0y/az+jYtQI3T3wupt6UenVlny1C2jvj58cSkA9fz2W72vX35EsnrN9Tzr4Ln5qbbZKbc6wHSLtj8D8OTyXgAOnJmdal7TkwepptFi22TXLC3/eSl26hQA1ytXBiAy/6OnW7wBCOmd/OT7yu/3AJjZtPvTNSFW2w91S/zhFztzUi2/YlWrNAFDLgKwbWEZAAx5i1m2bZ2rPpzbsn0zAHb+n/psbLNmKwAIDlafiW0z8qYlT/z5owCYnkRYpTEfk+4l/QHYta2TJU+jatMA2H9iarJ9TOrRmTWW182aWZe/7/iEFPMCOOX2VdsY8Y/67/UTALRoq85xnRCl3s7QuyROA9Q84Ecg+bEeMCUKANNpdX93bGyarD63Mo0BqFXkNQCO3dxst23uxdW0u/cMtFrvX1/9fbqWbgBAkzqJ7dh7ZJzNsp4tQ+eTOL/3noPJzw2pafad+q/+5y3qvx4+AOxYp56bdM4ulrTOniUA2LVTPSbNx8a2hbUA8K9/INV2bF9dy7r9Lm6A9X41qaOeV0yR4QC06nIbgPibp5+2yQOAkNBZljytex4D4MlfO4DE79R8/Jni1d+cre/J3F7zcezi/RIAx+/stLsfzzp6bSMA9fyGAKAkxFq2mc/d2cWIHoOmXrQJmdgaAepQKFOmTEm2vn///hw4cIANGzakmD86OpqiRYtqboemAO+DDz5g8+bNLFu2jLVr1/LOO+9Qvnx53nnnHV5//XWrS4wdO3bU3FghhBBCCEfk7e3N6NGjU02XK1cuVq1alWq61GgK8J48ecKQIUPInTs3lStXxmBQ/xcxduxY8ubNy7fffovJZCIgIIAPP/xQc2OFEEIIkciIQeMVPBno+Hn59ttvk922tWXhwoW8/fbbmuvT1D+6VatWvPfee+zcuTPZTBUDBw7k6NGjHD9+nFmzZpErVy5NDRVCCCGEtYSnAx1ndJGZLJ6fuXPnpild586dmTlzpub6NAV49+6pzxG1a9dOc0OEEEIIkT5GxUnzIl4sDx8+zJTpyjR9s/PmzePdd9+lffv2qab18/Pj/PnzWqoTQgghhHAI+/btY9y4cZYx7a5fv06ZMmVSzBMTE8OdO3eyv5NF165dKVKkCO+++y5jx46lXLlyydLExMSwatUqLl68qKUqIYQQQjzDiAG9PIP3QmrcuDHBwcGMHDmSRYsWodPpuHTpUqr5ChYsyLfffqu5fs3j4D1+/BiARYsWaW6MEEIIIdLOqBjQaxoHTwK8rJQrVy6+//57ihUrxvLlywkODrabVqfT4e7uToECBTKlbk0B3ttvv53mhwYzY1RmIYQQQghH89FHH/HgwQNKliz53OrU1Mli1KhR+Pj48PfffxMfH4/JZEq2JCQksHfvXgnwhBBCiExmRK+pF61RWxgg0uHLL79MNc369etZt25dptSn6Qqer68v7777Li+99JLdNDqdjkaNGslAx0IIIUQmS9DYEzZBkZksXiQdOnSgaNGiREVFMWDAAE1lae4fPW3atDSlCwoK0lqVEEIIIYRDMhqNTJs2jS1bthAREZFsCleTycTDhw+JjIxkwoQJ2R/gCSGEECJ7GBUDOulk4RBmzJiR5gGMmzZtqrk+ufkuhBBCOKgEnDQv4vlYu3Ytr7/+Ort37+b8+fO0b9+e48ePExYWRlhYGBcvXqRz58788ssvmfIcnnyzQgghhBBZ7M6dO5w4cQI3NzcABg8ezN69exk5cqQlzaxZs2jYsCFHjhzR3ONWruAJIYQQDsqoGDQv4vkoUaKEJbgDaNOmDZs3byY+Pt6y7qWXXsLNzY133nlHc30S4AkhhBAOyqjoNQZ4EgY8LwULFmTOnDlcvnyZuLg4dDodnTt35v3337ekOXnyJDdu3GDPnj2a65NbtOlUz2+I5fWh8wsBOHxxaZrzt2j7s9V7Jw/r+eZ0BpdkeRpUHAfAgTOzrd67l2wCwO9b2gHQsMpESx7XglUA2L1/6DOltbN6Z/D2tdvWvUfGWb1vuFLtTp/rXuIJYccodXzDNh8+AmDrjDxWedpMiLC83hroBUDAx7EAhFdUADjWUf0fTevP1fK3/yf1/1GWvvsjAGEFOqWaNi1qbYyxakt6XK9c2ep9Kf/5T19NTZbW9+T/ALjWosLTNSFW29uMf6CW2SzxM77epqpVmlbdDgHwuH0tAPzrq/W5FKmSrD6dwdnqfXBwHwBaz1F7b23/sohlW8DwGgBs+696TJiP1YPn1PITj6/Ez3z/ieT7aIspLjJZG8zlR53fDCT+nmwxuOWzasuzGtcMBCB3o8Tf57ZvStpMk+u1EQDs2NgUgJoFW1rSHL+zU922vhEAtX1dAWhUTR0twNb+6t3yWr1v1XE3AHsOjrB67/ZKm2R524y5A0D8OfU7darbCgBdhPp7elJB24j2Tr+r5e74tS0AVTc/stq+Nen3P+A1AOqtU68mHHq6rcXXT8vKl3w4rOYB6u8w/t7fADjnfxmAXdvUY2T7imrJ8riWrAdAQvglNe3O7gA0rrlPLcND3edmzVZY8ri8op7r9h2fYHs/PQrbXJ+U+dhJeg63x5zm2WNSSVDPXbbO+ebfR0jorFTLz0wJOKHT8KdcnsF7fiZMmEDLli15//33KVKkCFeuXGHgwIHUq1ePOnXqUKJECbZt24bJZKJUqVKa65PQXQghhBAiizVr1owVK1ZQpUoVGjRogF6vx2AwEBQUxMOHD9m4cSNRUVHkzp2befPmaa5PQnchhBDCQSVoHCYlQZ7Be6569uxJz549rdaVLl2aU6dOsXPnTkwmE/Xr1yd//vya65IATwghhHBQRsUAMg6ew3N1deW1117L1DIlwBNCCCGEeE6OHDnCsmXLOH78OA8fPiRPnjy88sorvPHGG3Tq1Am9PnOenpMATwghhHBQCYoTOk1z0UoY8LyYTCbeffddvvvuOwAURbFsO378OKtWraJixYqsXbuWChUq2CsmzeSbFUIIIRyU3KJ1HDNnzmThQrVndpEiRejVqxe1atXCx8eHu3fvcv78eRYtWoS/vz9Hjx7V3JP2XxXg/frrr7zxxhssWbKEfv36ZXdzhBBCCPEv8cMPP6DT6Xj99ddZs2YNuXLlSpZmwoQJDBkyhA8//JCVK1dqqu9fE+Ddu3ePt99+O7ubIYQQQmQak6LX1BPWJAMdPzf379/HycmJlStX2gzuAJydnfnvf/+Ln5+f5vr+NQHesGHDePz4cXY3QwghhMg0CYoTyDN4DqFZs2acOHGCPHnypJguV65cODs729xmNBpxckrbd/avCN1XrVrF7du36dChQ3Y3RQghhBD/QvPnz0en06U6Ddnp06cpVKiQzW3peS4vx4fu169fZ+LEiezevZtp06Zld3OEEEKITJOgsZOFDHT8/Oj1etavX8/HH38MqAMcJxUXF8fZs2cZN24cU6ZM4cqVK5ZtsbGx7Nixg5s3b6a5vhwf4A0YMICpU6cm+yCFEEIIR5edAV5cXBxz585lyZIlGI1GfH19+fjjj2nSpEm6yrl16xZTp05lx44dKIpCnTp1+PzzzylRooTdPBs2bODTTz8lPDyc3LlzM2LECAYNGpRpdQQHBzNjxgyOHDmCyWSiatWqjBgxgu7du6dr35Jq0KCBJUDbsmVLimnfeuutDNdjlqNv0S5YsAB3d3cGDBiQ3U0RQgghMp1JMWheMiI2NpY2bdqwYsUKduzYwT///MPw4cNp2bIl69evT3M5YWFh1KpVi4cPH3LmzBkuXLhA0aJFqVWrFn/99ZfNPBMnTqR///7Mnj2bixcvEhQUxMSJExkxYkSm1LFy5UpatmzJrl27iImJITo6moMHD9KjRw/Gjh2b5n171siRI1EUBTc3N3x9fSlRokSalyJFiqR7AOQcG+BduHCBzz//3DKgYHrExsYSGRlptQghhBBCNX78eIKDg1myZInlKliXLl3o3Lkz/fv3JywsLNUyEhIS6NKlC3FxcSxevBh3d3cMBgOzZ8/Gzc2Nrl27Eh8fb5Xnp59+IjAwkMmTJ+Pv7w9A+fLlmTFjBl999RVBQUGa6rh79y7Dhw9n0qRJ3Lx5k/j4eI4fP06tWrUAmDt3Ltu3b8/QZzZ06FBKlizJrVu3uHz5MmFhYWlerl27xunTpzEY0h6Q58gAz2Qy0bdvX+bNm0fBggXTnT8wMBAvLy/LUrx48SxopRBCCKFNwtNhUjK+pD8MuHTpEl9//TUVKlSgTp06Vtv69OlDVFQUEyZMSLWcNWvWcPz4cbp06YKHh4dlvcFgoEePHoSGhrJo0SLLepPJxPvvv49Op0s2lm3Pnj0xGAyMGTOGhISEDNexevVqZs6cyfTp0ylcuDAANWrUYMuWLfj4+ABkeHy6PHnyMGXKlFR70dpTrlw5WrVqleb0OfIZvM8++4zy5cvTrl27DOWfMGECY8aMsbyPjIy0BHmHzi9Mczn1/IYAkLf9TMu6mGuHnr5S27b/xFQAGlVTO4A4eyZ/HkBJiLN6f+DMbAAaVpkIQN0yGwFwL1rPkmbXTvU5gfrl1UvWucq0BCDq/Gar/Yi5uC9JyY2s2q0zuALgml+dMiVk/1C7+7p1hnrAtmy/A4Cd/6cehFsDvZKl3TbZ1WYZ+pvhT18lBuUBU6IAuOL/BICzLfIDEFagk9221Hyk7tvxPEPspgFYldDY8vpYx31W27Y/sT5ptXY/YrecylsjADjVRt3XITr12Ypqv4wDIPd9d0vaa33Vz7LJEnWKmr39dVZlbf3UG4A/wmtb1gVM2wtAaK8/Abi5roF1A3qq33GdDbGJed4+D0D8nXMANG95CwCXiur/eHVenk9TJp7wdC4u6r72PQ3A71usfz8hobPIqGM3N1teN2+5Fkg8Rs2/hWe1Gf/A8tr8O2lcMxCAfcfVPx6tOu4GwL3SGwAkXP87ST0Hrepx9VX/B75turrPLdr+DMDxOzsteZo2+haA3U+Pdafcvlb1t3hd/W4THiY+/GxO6/+D+p3u2djUaj92PH1v/lwBmjVbAUBwcB8AAj5pq7btA/MpOfGYeVabcfcAUB6pdxZ0edVjJubQRksaY8Q1q3aXD74DQKnt6h++Nr+rvydjqQKWPE+OqW3Km+c9dUW3IgAYjqjt1pdXfxOtuuy35HH2q6tuc1OPJyVBvRLy7HkgKX0B9Vwaf/O01XqdQR0WYte25L/tBhXHPX1lfe5z9i6bLK1ZrSLqxO2eVQZYlWtwzwdAbd+OAJjiEu/QmI8F8/nRnOboNfWzPXxxqd36tPw+tDApBnQmLePgpT/vunXrMBqNNGjQINm2unXVY2LTpk2Eh4eTL18+u+WsWrUKwGY59eqpf8++//57hg5Vf2NHjx7l/PnzvPTSS8ku3uTOnZuKFSsSGhrKli1beOONNzJUh4uLC0OGJP/bUaBAAfr27csXX3zB3bt37e5Tavr375+mdBMnTmTWrOTH1ObNm22kti3HXcELDQ1l6dKlzJs3L8NluLq64unpabUIIYQQIjHIKFOmTLJtPj4+FCtWjLi4OEJCQuyWER0dze7du+2WU7lyZQD+/PNPIiIiUq03aZ7g4OAM1zFs2DC7z7qZBx8uWbKk3f0yu3//fqpp7Pn777/54osvMpzfLMcFeF9++SV//fUXnp6e6HQ6q2XZsmWAGkHbusQrhBBCOBKTptuziZ0snn3uPDY21m6df/6p3k3w9fW1uT1v3rwAnDhxwm4ZZ8+eJSYmxm455jIUReHkyZMZqjcjdaTk3j316nn79u1TTNemTRsKFChgdScQ1GcFy5Qpk+JSvHhxKlasSFxcnJ3S0y7H3aItWLAg5cqVs7nt5s2bREZGUrhwYby8vChSpMhzbp0QQgiReUyKHjRMN2aequzZZ82nTp3KRx99lCx9TEyMZVYoc4D0LC8v9XEVc0BkS9LbnLbKMZeRtBxznrTWm5E6UrJz504qV65MQEBAiun++usvFEVJ1kO3evXqrFu3LtV6AHQ6XeqJUpHjArzAwEACAwNtbuvXrx/Lli0jMDBQrt4JIYQQT129etXqcSRXV9vPSoeHh1te25tP1XyL03z1LCPlJL1Nai7HnCet9WakDntOnjzJ/v372b17d6rDlRw4cICQkBBat25ttf6dd97hzz//ZMmSJRQoUMDmdGRxcXEEBwfzzjvvpFhHWuS4AE8IIYT4t1AUA4qGwYrNedP6vLnL085Yal7FZhrz7UVzr9OMlJP0FqW5HHOetNabkTrsGT16NOPHj6dx48YppgMoUqQInTt3Tra+cePGvPHGG9SvXz/F/H5+fqxduzbVelKT457BE0IIIf4tTCaD5iU9fHx8LIFTVFSUzTQPHz4EIH/+/HbLMQ9BYq8ccxlJyzHnSWu9GanDli+//JI8efIwY8YMu2nS6vPPP09Tul27dmmuSwI8IYQQQqSJwWCgQgV1uKcbN27YTHP79m0AqlatarecSpUqWZ4zs1WOuQwXFxdeeeUVAKpUqZKuejNSx7P27NnDpk2bWLNmTbpnkkiPK1eusGHDBg4ePJhpZf6rArylS5eiKIo8fyeEECJHUBS95iW9zJ0Mzpw5k2zbvXv3iIiIwMPDwzLThC3e3t6WQZJtlXPhwgUAmjRpYhmgOKV6k+Zp27ZthutI6vTp00yePJlNmzbZfe4vPcaMGWNZpk6daln/9ddf4+fnR7du3WjUqBGvv/56shk8MuJfFeAJIYQQOYnJpNe8pNfAgQPR6/Xs3bs32TbzFahOnTpZPQNny+DBgwFSLKdnz56WdS1btqR06dKcPXs22WDDDx8+5OzZs5QuXdoygHFG6jD7+++/eeeddwgKCsLb2zvZ9rRMxfasefPmsXr1amrUqMGkSZMsbRgxYgTx8fF06NCBL7/8kvDwcObMmZPu8p8lAZ4QQgjhoNSrcAYNS/rDAD8/PwYPHsypU6eSjXW3bNky3N3dra5QBQcHU7duXebPn2+Vtk+fPlSuXJmgoCCrXqxxcXGsXbuWSpUq0bt3b8t6JycnAgMDMZlMlhkqzFauXInJZGLmzJlW87Wmtw5Qg7sBAwawcuVKq+f4AJ48ecLcuXNZsWJFGj8taz/++CO9e/e2BL+jR48GoFevXmzYsIHhw4ezZcsW1qxZk6Hyk5IATwghhBDpMnv2bGrWrMnQoUO5f/8+iqIwf/58fvnlF5YvX241c8ScOXM4cuSI5aqVmbOzM6tXr8ZoNDJmzBiMRiPR0dEMGDAAk8nEhg0bkg0l0q1bN4YMGcKMGTMIDQ0FYN++fUyaNInRo0fTo0cPTXWEhobSpEkTTpw4QY0aNcifP79l8fb2Jnfu3IwdO9bmVb/U5M+fn4YNG1reb9u2jSNHjpA7d27mzp1rWe/t7a1pJgwzGSZFCCGEcFQaBzrOaF4PDw+Cg4OZPHkytWrVQq/XU6lSJY4ePWrpDGHWo0cP9u7dy1tvvZWsnEqVKnHw4EE++OAD/Pz8cHZ2pnXr1pw8eTLZfLNmCxYsoFKlSnTv3p3Y2FgKFSrE8uXL7c4wkdY6bty4QdOmTXnwQJ0H215v3Tp16vDSSy+l6XNKqkCBAsTHx+Ps7ExCQgIffPABOp2OkSNHUqBA4rzQly9fttuRJD0kwBNCCCEclGLSo2TgObqk+TMqT548zJs3L9W533v16kWvXr3sbvfz8+PHH39Mc706nY7hw4czfPjwNOdJSx1FixbNlCtn9rRu3Zp+/frRq1cvFi5cyMmTJylWrBjvv/++JU1cXBzDhg3LlPrkFq0QQgghRBabMWMG0dHRvP766/zyyy8UKlSIdevWkTt3bgC+//57ateuzdatWzOlPrmCJ4QQQjgqk0FdtOQXz4WHhwebNm3i2rVr3LlzhwoVKuDm5mbZXqNGDRYvXpxp9UmAJ4QQQjiqbHoGT2Scr68vvr6+ydbXrFkzU+uRAC+dGlWbZnm9/8RUq211Sqq9dwzu6sOSh84vBKDNuHuWNCGhswCoX34EAEpCrFXamgVbAlDPL3FQRreidZ6uG2KVNubWEQCO39lpt72muEgAos5vBsDJo2iq+6h3yaPuh1s+AFxfVgerbN5SnRtv187ulrQBw68BsO2/6sEaf+fs0y2tAGjd93RiufnUh1m3zlX/bTPmjtX7+HOHAKi/uq0lz8Hp6uCT5YOtH3ZtNU+dV/B0e3Vso6qLali2+fxVUX2x3nq/gowNAOjqdACAXoZ9NvZe1dr9iM31dR5/bXl99W4lAG62UT+fUkcuAnDGpP6sRudTn+XI3yppd/4PAHDvOevpe+teZS3nq/tV5b2KlnXxBd0BqPrty+qK2dZtCvjECMCRDxInB2+zT73k71bv6XyI5l5iJhMA255+rgFvn7fk2fa9HwB1y6jPgzSsoh4rbr7qmFKxN/4Ekh/3ap5+AORtOl4ta7H1qPAt2v5seZ30+AFoXDMQgH3HJ1itf/Rb4pQ+rc5bT9ptLs/44BIAujvqkAO79w+1pGkeoD5v06rjbjWNi7tVGb9vaQdA00bfWtbpnK0HO3X3bWCd59e2PKthlYkAmOIeqysGqUNBBAxQfwvGO+p4WTFX9lvyOI2YaVXG7YrqeaB1zxNqO/Ko82Lqkjx4faGN+lt+yaR+l9sWqr0U24y8CYBry8ShHnZPVo8F82/s3NPfGM2wynOz/ENLnjNPz03mdvv/oA4P4VayNABPSqgDvbp51bbk2TbZfMypv3/zZ27+nAKGqL+JuJqJPSqDvyn59JX6XZnPj+5vjkz6kVjOLQAHzqgHvfm7Mp9Hzcdv5L6veNaxm5uTrQNIeBJu9d7W+dN8nncrVNtqvb1jVQitVq9ezYEDB/D19eXtt98mX758msuUAE8IIYRwVHKL1mHUqKFeiHBycqJ58+Z88skngNrLOCgoCEVR/4O/YMECjh49arcXcVrJtVkhhBDCUSmGxCAvI4siAd7zcuLECdzd3Vm3bp0luFu+fDnr1q3D2dmZ+fPnExoaymuvvcaHH36ouT65gieEEEIIkcV0Oh1r166lePHiAMTHxzN58mR0Oh0fffSRZdiX+fPnU7VqVc31SYAnhBBCOCqTDjSMZYdJl3ltESkqVqyYJbgDWLRoEVevXqVkyZKMHTvWst7JyYlbt25prk8CPCGEEMJB6UwGdBqeo9OSV6SPt7c3d+7coWDBgty5c4ePPvoInU7H1KlTraZLCwkJ4eHDh5rrkwBPCCGEcFA6xYBOw3N0WvKK9Bk6dCjNmzenbdu2bNiwgTt37lC/fn369etnSXPx4kUGDBiQKfVJgCeEEEIIkcWGDRtGXFwcX331Fffu3eONN95g4cKFlu1Dhgzhp59+Ijo6mly5cmmuTwI8IYQQwlGZ9BqfwZPBNJ6nkSNHMnLkSJvbFi5caBXwaSUBnhBCCOGg5Bm8nMn8rJ4WEroLIYQQQrxAqlSporkMuYInhBBCOChdggFdgoYreBryCtt27tzJzz//zMCBA63Gs1u+fHmqeePj49m9ezd3797V3A4J8IQQQggHpTfp0cszeC+Url27EhERwfHjxwkJCbGsnzlzJhcuXEg1v6Io6HTaxyeUAE8IIYQQIpOMGjWKoKAghg4darV+yJAhjB8/nubNm1OgQAGrse/M4uLiOHz4MGFhYZrbIQGeEEII4aB0Jr3GThZyBS+zTZkyhSlTpiRb379/fw4cOMCGDRtSzB8dHU3RokU1t0MCPCGEEMJB6RS9piBNp0iA97x4e3szevToVNPlypWLVatWaa5PvlkhhBBCiOegYcOGaUr32muvaa5LruClQ5My7XBy9rC73RQXCcCRy2sAaFRtGgCx905a0tT7vwJWeZSEWKv37kUbA7D/xFQbNQy0eufT6EO7balZsCUAOoMrAMdubgagTskeVukM7t6W17V9OwLgVqg2APuOTwDAv/58APYcHJGsHiXiHgDNW+5/Wp+L1fbtyyrZbSMJCQC06rgbAKf6AQDkuZn4/4424x8A4FtM/dza/HRTzVq+CABV570MwNYv81jyBMyqC0C9dfHqPsar5YX0PgBA2QNXAfinQeKkz0XC9lg17WZpf5tNfnS4W2KaFvkB8P9BASC/j3pJvetrrQF4zeUjAObrFlnyVNyu7o9PI3WU8lbz1LxK8E4AzsxTP78ySuIo5ruGqf+26mZ+ODe/daOi1WPIv/43llVu7d8BIKK0Wn7eoxHqBoP1rZxt3/sl20eDu1p+SOisp+Wq37/exf6xbylv8Ss21/++pZ3ldeuexwDYvroWkHicPUvvnPid7tjY9Okr9d+GVSYCkOul1s9sTxR9cTsAnrXfBiA2TP3+24xRjxljKfWY2r1/aLK8bcbcAWDXzu7q+3Hqcb51dv5kafO8+h8AIn+daZVXiYkC4Pdf2wLw8p4aljyFL6r/lr77IwB+f3dQ97lwCTVvQR/139h4Sx6vqr+qLzaqaUsdUQu59GWZZG1q2X6H+qJFS6v15R+oVwWKXy0GQEyNpD31uli1+0L9ULUeN/U37L5ePUb/+U8FS47WfdXj2fw7d6nWHICAIWrbwnqqx3GpYyZLntdiPwYgqrUvAK7lmwGgsxyb6jlJl9fLksdyjshXFoCmjb4FwLlYNfVfzxJW6wESnqhtc6/wqtrGFWpa83n66LWNQOLxDYnnONvnX/vHanbSmwzotYxlJ+PgPRdxcXFs3bqVPXv2cPHiRaKjo/H29ubll1+mRYsW+Pvb/pujhQR4QgghhINSn8HTcItWnsHLct9//z1Tp07l9u3bNrfPnDmTihUrMm/ePJo3b55p9co3K4QQQjgoXYIBvYZFxsHLOiaTid69ezN06FBu3bqFoih2l9OnT9O6dWu++OKLTKtfAjwhhBBCiEz24Ycfsnr1ahRFoVSpUnzyySccPnyYu3fvEhcXR3h4OH/88Qfz5s2jQoUKmEwmxo0bl2ov27SSAE8IIYRwUOaBjrUsIvNduXKFOXPmoNfrmTRpEufPn+f999+ndu3a5MuXDycnJ7y9valWrRojRozg9OnTzJkzBycnJ8aMGUNcXJzmNsg3K4QQQjgo8zN4WhaR+dauXUt8fDyBgYF8/PHHGAyp3wofPXo0S5Ys4dq1a6xbt05zG+SbFUIIIYTIRPv376dhw4b85z//SVe+nj170r17d7Zv3665DRLgCSGEEA5Kn6DX1MlCnyBhQFY4f/48I0eOzFDeUaNGcezYMc1tkGFShBBCCAel9Tk6RW7RZonbt2/TtGnTDOWtU6cO0dHRmtsg36wQQgghRCaKjY0lf/7kA6OnlZOT9utvcgVPCCGEcFB6k17TbVa5gpc1YmJiiI+Px9nZOUP5Hz16pLkN8s0KIYQQDkp60b6YFEXh77//zlDeBw8eEB4errkNcgVPCCGEECKTdevWDR8fn3Tny4zn70ACPCGEEMJh6RN06BN0Gc6vaMgrUva///0vw3l1Ou3fiwR4QgghhIOSXrQvJp1OR5cuXXjppZfS9Rye0WjkwoULBAUFaW6DBHhCCCGEg9KbdOhNGq7gacgr7OvevTurVq3KcH53d3fNbZDQXQghhBAiEzVq1Chb84NcwUuXvRd/plW1EcnWN6o2DQC3QnUAqF9eTaN3yQ3A0WsbLWlbddwNwI6NTW3WoTO4JFvXsMpEAEJCZwEQMPyaVRmte6ojXm9fXcuS5/idnVZl1C3TD4Ajl9dYrXcuWN7y+uj+oVbbAoZcBGDPweT7bGaKvGuzvDbjHwAQc2hjsjyuLXsDcHrwHQAqzSumbjCo/9/YPjbx/x0B09wA2DnC/L/MIgC8vOcWAGUuuSVvVIw6SbPXP+pn+aSIWl6z79TNhXMVBeCdekMsWfJenAlAh+bqvhb/ozAA+a77AnDiDQ8AHhYLS1KROsbRnkFq2ypufwLA+UNquTX91VHMmy9IzFF0x0kAdKdGPt1XNW9AhPpjvlna/L82/2S7tWNdvaf1qJ/tfb9QNc/0p2mn2/+eXnk6HFOJTVEAVPvFxWq/AAIGnAXgwJnZADRrtkLdv6ffv/kYSsp8rB++uFTd14AfAdi1rZPdtug8vKze+9efb1WP+ffk7F3Gkqap/yIAXIpVBcC1SE0g8TfQap4CQIRv4gTdR84vtKqnzZgSACj5vYGkx1SiFl+r/xpuXXm6pqD6j8lkd3+IiQESPzezitutb8v87V/Y8jrgoBGA3MdbAnCplvpbKHnkEgDXXlOP2bMtko6jpR5XAbnV7/BSHbVtrfueBiDu0mFLyt17BqppZ8U/XaO25Zx3L/Vt8p8lrbodAiChqXqcmXLtASCk99M5NHu3AqDNhAhLnoRo9ffQcr76+e/81PvpFvXfgHcuq29LJH5+5t/H33sSPw9I/OzN5zfiE79L8/fc4vUtALhWeRWAbd+UBKBpoxPqfic5hzWoOA6AyEPmH6B6POQqbv3bSnp+e/Zcaz6+4yP+AeDYzc08y/y7MP8GnjddgrZhUkwyk0WWGDZsmKb8AwYM0NwGCfCEEEIIB6VL0KHT0FFCS17xYpPQXQghhBAih5EreEIIIYSD0ivaOlnoFbmCl1NJgCeEEEI4KLlFK+yRW7RCCCGEEDmMXMETQgghHJTWcfC05BUvthx9BU9RFBYuXEjVqlVxc3PDx8eH9u3bc+zYsexumhBCCKGZLkH7IrLfuXPnGDRoEKtWreLx48eZUmaODvCGDBnC0KFDCQ0NxWg08uDBA37++WcaNGjAxo02BoISQgghHIj5Cp6WRWS+AQMGMGDAAN5++222bduWavry5cszd+5cfv/9dwoWLEiHDh00tyHHBni//fYbmzZtYtmyZURGRhITE8NPP/1EgQIFiI+Pp3///ty7dy+7mymEEEKIHGbp0qVEREQwa9YsAgICALhy5YrNxczT05PFixczZMgQfv75Z81tyLEB3tKlS9mxYwdvvfUWefLkwcnJifbt27NmjTqTQ2RkZKZ8gEIIIUR2kVu0L64FCxZQoEABy/v169fTtm1bSpcuTbVq1ZgzZw5bt25Nlm/atGnodNqvrObYAK9x48ZUq1Yt2foWLVpQvXp1AO7evZtsuxBCCOEodCbtS0bFxcXxySefUK5cOcqWLYu/vz979+5Ndzm3bt1iyJAhlClThtKlS9OtWzerK1u2bNiwgdq1a1OmTBmqVKnCDz/8kOl1AISGhtKjRw8GDhyYrn3KlSsXBQsWtFo3duxYtmzZgqIo/Pzzz3z55ZcMHjw4WV5PT08KFy6cbH165dgAb/jw4Xa3+fn5AVCyZMnn1RwhhBAix4iNjaVNmzasWLGCHTt28M8//zB8+HBatmzJ+vXr01xOWFgYtWrV4uHDh5w5c4YLFy5QtGhRatWqxV9//WUzz8SJE+nfvz+zZ8/m4sWLBAUFMXHiREaMsD0fd0bqOHLkCF26dKFatWqsXbuWhIT0Xep0cUk+rzxAiRIlKFCgAI0aNUoxf65cudJVny05NsBLyb1793B1daVNmzbZ3RQhhBAiw3QmBV2ChsWkZKje8ePHExwczJIlSyhRogQAXbp0oXPnzvTv35+wsLBUy0hISKBLly7ExcWxePFi3N3dMRgMzJ49Gzc3N7p27Up8fLxVnp9++onAwEAmT56Mv78/oHZQmDFjBl999RVBQUGa6wAoUKAA69at46233srQ55MSHx+fTC/Tln9dgBcdHc3BgwcZNGgQefPmtZkmNjaWyMhIq0UIIYR40WTHLdpLly7x9ddfU6FCBerUqWO1rU+fPkRFRTFhwoRUy1mzZg3Hjx+nS5cueHh4WNYbDAZ69OhBaGgoixYtsqw3mUy8//776HQ6+vXrZ1VWz549MRgMjBkzxupqW3rrMCtdujR6vZ66deumuh/plRnP16XFvy7A++GHH8iTJw/Tp0+3myYwMBAvLy/LUrx48efYQiGEEOLFtW7dOoxGIw0aNEi2zRwQbdq0ifDw8BTLWbVqFYDNcurVqwfA999/b1l39OhRzp8/T9myZZM935Y7d24qVqzI9evX2bJlS4breJabm1uK+5BV4uLiNJfxr5rJIjw8nJkzZ7Js2bIUL5FOmDCBMWPGWN5HRkZKkCeEEOKFY77VqiV/em3evBmAMmXKJNvm4+NDsWLFuH79OiEhIbRr185mGdHR0ezevdtuOZUrVwbgzz//JCIiAi8vrxTrNecJDQ0lODiYN954I0N1PCujV9tiY2NZsmQJipL8842IiLC7zWQycf78ea5evZqhepP6VwV4b7/9Nv/5z39SffbO1dUVV1dXm9sOX1xqeV2zYEsAjt/ZaZXGv/58AGJu/5Esf+QJc/6mVusbVBwHgM6Q/MHMkNBZVu/jz+0HoGX7fADoPdVu2I2qTbOk2X9iqlUbdQbr/Wnqr16SNuQpkqw+s8cHzb2S1Pob1wwEYN/xxEvvSvwTAHbt7A4k7nvsKXU4GmfPUpa0Hq3fAWDrZLUtAVNeUst4Wf0fUvyW1QC08OpjyeN0+87TV2qHmCLnjqr77KPmUbxfAaDN+AeWPPGlvNU2DVPfV938CACf63kAyP13DADf6Bda8rzfXK1zlk5twzLnU+oGf3U/Amb1BeCHsYmddxotOwjApWrnABjfWv1Pwacn5wIwnXVqm9vsseS5OawpAC/vuQVA8T8iAPArWI6kKm5P3J8zrb2xpUbR3QDUX90QgIM97f+cI14+AYDppRYAFN6p1s8bibcsti1+xSqP3iOf1XuPMurvpp7fEMu6Q+fVz9B8/B44M9tuGyz1fK92cmrRVh2maM9B9cHo2r4d1XrKvgaAk3fy/1TFhh1Qt+VTj51W3Q4BsGOd+j/xNmMiEhN3Vv+HHzDkolrvQtt/FNpMSMyjL+QJQMyF3eq2kcUAeHJEfWg84O1XAVCiEvP8Pcr2fxZ916vjbLY+pf7R2D428YaJ6Yj6Gy5qUr87r/+ov7Eg/0/VeqZEAVD/ttGSx/z9bpuufmfH7tcG4PQM9XeZ70xnS9o6G2IB8LmnttP/B/Uc8U/tswD4Ha4AQHCSDnzeKzepbXBWP8uHf0xUN5QOUdsUO1Mt47V+ljwXnj4oXm+d+gxTkaffz83S6rNRykN1pILCX31hyfN4zRwAGi1T7w3m/uM2AL9/qZ6LAqapx92tWon73rrvaTXNr21Jyrx+9/6hADRt9K1lm2vBqgDEP7iILfXLq8fdwXPzLeuePde6+6pXfdyK1LZZBlj/TcgWJkVdtORPpz///BMAX19fm9vz5s3L9evXOXHihN0A7+zZs8TExNgtx/wIlaIonDx5kiZNmqSpXoATJ05kuI7M8uTJEwYNGmR3e0rbMsu/JsCbNWsWJUqUYNy4cdndFCGEEOKF8uyz5vYudMTExFim0rL3HLv5SlhKkwkkHabMVjlJr6aZyzHnSWu9GakjMzk7O1OwYEEMBkOa8xiNRsLDw4mNjdVc/78iwFuxYgV//fUXS5cuze6mCCGEEJkms27RPvsY0tSpU/noo4+SpU/6XJ29oTz0evVqtfnqmS2plWMuI2k55jxprTcjdWSWunXrsnv3brt3A1NiHoJGqxwf4G3cuJH/+7//Y+3atcnupSckJHDjxg15vk4IIYRjyqRbtFevXsXT09Oy2l5gknR8N1vPkEFiB4GUnnVPrZyknQzM5ZjzpLXejNSRWdq0aZOh4A7Uz75Lly6a25Cje9H+9NNPLFu2jFWrVuHkZB3L3rp1i379+nHxou3nM4QQQogXXoJJ+4I6e0LSxV5w4uPjYwmcoqKibKZ5+PAhAPnz57fb7KQzNdgqx1xG0nLMedJab0bqyCxan7FLrQdyWuTYAG/VqlV06dKFvXv3UqxYMfLnz29ZPD09KVKkCHv27MnUhyqFEEKInMxgMFChgtpJ58aNGzbT3L6tdpypWrWq3XIqVapkuatmqxxzGS4uLrzyitoBrEqVKumqNyN1ZJZixYplOG9cXByzZs1KPWEqcmSAt3nzZvr06YPRaOThw4eEh4dbLY8eqb0qe/To8dwGHBRCCCEyncmkfUmngIAAAM6cOZNs271794iIiMDDw8My04Qt3t7elkGSbZVz4cIFAJo0aWIZoDilepPmadu2bYbryCw7d+5MPZEdP/74Y6aMg5cjA7zXXnsNk8mEoigpLp9++ml2N1UIIYTIOJPG27MZCPAGDhyIXq9n7969ybYdPKgOH9WpUye787GaDR6sjtOTUjk9e/a0rGvZsiWlS5fm7NmzVj1kQb3devbsWUqXLm0ZwDgjdWSW9u3bp3v+WlDHyHv//fczpQ05MsATQgghRNbw8/Nj8ODBnDp1yjLmnNmyZctwd3dn6tSplnXBwcHUrVuX+fPnW6Xt06cPlStXJigoyKoXa1xcHGvXrqVSpUr07t3bst7JyYnAwEBMJpNlhgqzlStXYjKZmDlzptWwJOmt41lGozoeY3qDtSdPnrB69ep05YmLi6Njx45cv349XfnskQBPCCGEcFA6k0nzkhGzZ8+mZs2aDB06lPv376MoCvPnz+eXX35h+fLlVjNHzJkzhyNHjjBp0iSrMpydnVm9ejVGo5ExY8ZgNBqJjo5mwIABmEwmNmzYgLOzs1Webt26MWTIEGbMmEFoaCgA+/btY9KkSYwePZoePXporiOpw4cPA3Dy5Ml0D6UyduzYNM9IkZCQQM+ePS0zb2QGCfCEEEIIR5VJvWjTy8PDg+DgYOrVq0etWrXw8/Nj165dHD16lM6dO1ul7dGjB3ny5KFv377JyqlUqRIHDx7k9u3b+Pn5Ua1aNfLmzcvJkycpV65csvQACxYs4KOPPqJ79+6ULVuW8ePHs3z5cubOnWszfUbq+PLLL8mXLx8//KDO6HTq1Cny589vcx/suXfvHq+++ioPHjxIMZ3JZOKtt95i06ZNdoeAyYgcPw6eEEIIITJfnjx5mDdvHvPmzUsxXa9evejVq5fd7X5+fvz4449prlen0zF8+HCGDx+eeuIM1jFy5EhGjhyZ5vTPcnZ2ZsWKFaxZs4YWLVqwa9cum7NpKIrCwIEDWbNmDTqdjg8//JDOnTtTt27dDNdtJlfwhBBCCEeVDb1oRerefPNNunbtyqZNm2jcuDEtWrSwGnfPbMiQISxbtgydTsekSZOYPn06VapUYdmyZZrbIAGeEEII4agSTJCQoGGRAC8rrFu3zvL6yy+/pF69erRs2dJqzt/hw4fzww8/oNPpGDVqFNOnT7ds69q1q+Y2SIAnhBBCCJGFvv76a8qXL09AQACPHj1i9OjRfPPNN+h0OgYNGsScOXMyvU4J8IQQQghHJbdoX0hjxoxJtm7p0qV4enpSvnx5y5Ax3bt359tvv01T/vSSThYa5Hmlh831CU/UHjMeZdoA0Dwg8cHO3OU72sxz4MzsVOtrVG0aAPtPTLW5vWGVIMtr//rqwXP8zs6n2yYCUKek2uYjl9cA0KLtz5Y8rfucACAu7BAArgWrWJW/7/gEAALeuWxZF3fbPDp4OwD2HBxht/2tuqnlBgzwAmDbYnVqmOYL1O3BwX3U7R/HWvIoj9TPMmBWUQCcB9wCoNiuV9XtoWqb/xqVOFF0+bXxADT7riAAJwfnUcuY8nQuwvvmHk2JI5d/pluhppn2BADPRkUAcC8TrbZ1orkb/WFLnsG1TgLwysQ7AAwspr7/tUhZNcHTWXp0T/JY8pjbUOax+n+r663VuRLPBux7mqIxACZD4phLDVeqr0N6q2M7FTmXF4CEveoJ4OCM5D/jpo3UE4ZLiVoAVELNs321eeYWdf9att9hybPz/1oB0GaMuj+//9rWqsz4B2EAHDq/MLFtT48rJUEddd18bGz7piQArTruBmDHxqbJ2vjksjrwaPOW6md89NpGqzzRF7Zb0oaEqtP2tO6ZGwDjHXUE+rjwC09TPB3YNJe7JU+TOupvyjn/y0/XqMM2tBmvfv+hfdX9uRFYI1keg0chAB42UOen9LzbQE2QoI6JpfNJnOMywUn9Tv1/UHu/7RmkfsYJdy4BcP8185RFuRLzRKnzTOqf3h6LnPYhANXqqmWdmK4emxW3J+195w0k/j62TT6qtv/poV/+wh1Lysj86mvnGHWfL9ZTB3T1uvoSAPGu5j/qif/HD3K2Hvi96XX18z/x9OPZ5qoOcdFmY2I9bTZHAJDnwikAbnaznrlA56H+1s+vSzy/HXx6HJvPPUr9AKs8od1Oq2WVr21ZF/Cjmsf8+9n29PPZvqySuv7pcedcsHxiQc5uALhUbAYknod37x9qVZ/5vASwY109q216j3wAPDq16mmb1f1JiEocZHf3noFqGwacVdu2OHOnvEqV+Varlvwi0y1ZsoTZs2ej1yf+xpycnNi4cSP+/v7cvHmTN998kxUrViSbUctoNLJkyRK7vYLTSgI8IYQQwkEppgQUDUGaYpIALytEREQwYMAAunbtipubm9W2MWPG8PHHH/P2228nG/fuyZMnbNq0yepZvYySAE8IIYQQIpOtWLGCFStW2N3++uuvZ2n9EuAJIYQQjsqUoC5a8ossoWXQ4mdv22aEdLIQQgghHJWmIVI0Pr8nUrRq1Sqio6MxmUxpXqKjo1m+fHmm1C8BnhBCCCFEJipcuDA9evRI9vxdatzc3OjduzcFCxbU3Aa5RSuEEEI4KpNJ4y1aGSYlK9ga+iQ9Fi5cmHqiVEiAJ4QQQjiqBKNl+J4M5xeZbvfu3ezevRuDwUD9+vXp2NH2EGn2tGvXTnMbJMATQgghhMhE8+bNo1GjRqxevRpfX99saYMEeEIIIYSDUhI0joMnnSyyhF6vZ82aNRQrViz1xFlEAjwhhBDCUZmM6qIlv8h0hQsX1hTc3bx5kyJFimhqg/SiFUIIIYTIRLly5Uo9UQoaNGiguQ1yBU8IIYRwVCaNnSzkCt4L56+//uLatWuay5EATwghhHBQSkICij7jQZo8g5c1rl27RpMmTdKdLzo6mrNnz2LKhOFrJMATQgghHJU8g/dCiomJYf/+/RnOnxlTlUmAJ4QQQgiRiby9vRkxYkS68z1+/Jjt27dz+vRpzW2QAE8IIYRwVAlG0HCLVgY6zho+Pj5MnTo1Q3k//PBDChcurLkNOkVRFM2l5HCRkZF4eXkRERGBp6dndjdHCCHEC+x5/M0w1+H/6iacnD0yXI4xPoo9v3WQv2+ZzM/Pj/Pnz2c4f+vWrdm+fbumNsgwKUIIIYQQmejBgwea8msN7kACPCGEEMJhKQlGlIR4DYvcos0K9+/f5/fff8/WNkiAJ4QQQjgqcy9aLYvIEm+++SYTJ07k8OHD2VK/dLIQQgghhMhEYWFhltdubm7Z0gYJ8IQQQggHpZjUW61a8ovMV7JkyexuggR4QgghhMNKiAedhiBNQ3AoXmzyDJ4QQgghRA4jV/CEEEIIB6UkGFE0XMGTXrQ5lwR4QgghhINSTHEoJoOm/CJnkgBPCCGEcFQJ8aDT8KdcnsHLseQZPCGEEEKIHEau4AkhhBAOSkmIR9FpuEUrV/ByLAnwhBBCCAelmOJQEjJ+M06ewcu55BatEEIIIUQOI1fwhBBCCAelJMSjILdoRXIS4AkhhBAOSkmIQ9FwM05JkFu0OZXcohVCCCGEyGHkCp4QQgjhoBRTHIpOpym/yJkkwBNCCCEclHqLVkOAJ7docyy5RSuEEEIIkcPIFTwhhBDCQam9aLVcwZNetDmVBHhCCCGEg1JMsSgoGvLLLdqcSgI8IYQQwlElxKIoGQ/wkAAvx5Jn8IQQQgghcpgcH+DFxcXxySefUK5cOcqWLYu/vz979+7N7mYJIYQQmikJcSgJsRoWuYKXU+XoW7SxsbG8+uqr3L59mx07dlCiRAnWr19Py5YtWbVqFV26dMnuJgohhBAZpiTEoiimjOc3SSeLnCpHX8EbP348wcHBLFmyhBIlSgDQpUsXOnfuTP/+/QkLC8vmFgohhBBCZL4cG+BdunSJr7/+mgoVKlCnTh2rbX369CEqKooJEyZkU+uEEEII7bTdnlUXkTPl2Fu069atw2g00qBBg2Tb6tatC8CmTZsIDw8nX758z7t5QgghhGZKQpzGW7TGTGyNeJHk2Ct4mzdvBqBMmTLJtvn4+FCsWDHi4uIICQl53k0TQgghhMhSOfYK3p9//gmAr6+vze158+bl+vXrnDhxgnbt2llti42NJTY28bJ1REQEAJGRkVnUWiGEEDmF+W+FpvHp0ig+IQqTyZDh/AlKQia2RrxIcmSAFxMTw+PHjwE1kLPFy8sLgHv37iXbFhgYyLRp05KtL168eOY1UgghRI726NEjy9+azObi4kLhwoX5361jmssqXLgwLi4umdAq8SLJkQFeeHi45XWuXLlsptHr1bvTMTExybZNmDCBMWPGWN6bTCbu379Pvnz50OkyPuff8xIZGUnx4sW5evUqnp6e2d0czWR/XmyyPy822Z/nT1EUHj16RNGiRbOsDjc3N8LCwoiL0z6OnYuLC25ubpnQKvEiyZEBXtL/idi7RG7+Ufj4+CTb5urqiqurq9U6e1cCX2Senp4v7AkwI2R/XmyyPy822Z/nK6uu3CXl5uYmgZmwK0d2svDx8bEEeVFRUTbTPHz4EID8+fM/r2YJIYQQQjwXOTLAMxgMVKhQAYAbN27YTHP79m0Aqlat+tzaJYQQQgjxPOTIAA8gICAAgDNnziTbdu/ePSIiIvDw8MDf3/95Ny3Lubq6MnXq1GS3mR2V7M+LTfbnxSb7I8S/k055Hv24s8H58+cpX748FStWJDQ01GrbL7/8Qrt27XjrrbdYtmxZNrVQCCGEECJr5NgreH5+fgwePJhTp05x4sQJq23Lli3D3d2dqVOnZk/jhBBCCCGyUI69ggdqBwt/f3+cnJzYsmUL3t7efPXVV/znP/9h1apVdO7cObubKIQQQgiR6XLkMClmHh4eBAcHM3nyZGrVqoVer6dSpUocPXqUKlWqZHfzhBBCCCGyRI6+gieEEEII8W+UY5/BE0IIIYT4t5IAT4gMCgsL4/jx4yQkOP5k3eYL+XJBXwghcgYJ8F5AJpMpu5uQqaKiovj444+TDVfjqJ48ecInn3zCrFmzMBqNGAyG7G6SJtHR0URERAA4xFzLqTEajdndhEwl5wMhREbk6E4WjmjJkiUcOHAANzc3qlatSrNmzShbtmx2N0uTn376ialTp2IwGChdujR58uTJ7iZpsm7dOuLj41mwYAFOTo79E5o1axbr168nV65cREREMGLECNq3b0+hQoVQFMXhAr7PP/+ckJAQvL29qVmzJgEBAfj5+QE45P7I+UAIkWGKeCEcPnxYqV69uqLT6ayW0qVLK7/99ptiMpmyu4kZ9vHHHys6nU6pXr26snv37uxujiZ//vmnUr16dWXfvn2KoihKQkJCNrcoYw4dOqRUqFBBefXVV5WjR48qS5YsUQICAhSdTqdMnDjR4fbr+vXrStOmTZX27dsr27dvVwYOHKgUKFBAyZs3rzJ16lTlyZMn2d3EdJHzgRBCK7lF+wK4c+cOI0aM4MSJE1SqVIl3332XGjVq4OXlxaVLl5g3b16ywZodgfnW0oMHDyhWrBgnT55k7dq13LlzJ5tblnG//PILFStWpFGjRgDo9Y75E1qyZAmdO3dmy5Yt1KpVi379+rFs2TKqVKnCr7/+yt27d7O7iemye/duPD09+emnn2jVqhU//PADq1evpmTJkkyfPp1Ro0Zx79697G5mmsj5QAiRGRzzr1MOoTx9oH3r1q0cPXqU6dOnExoayldffUVISAhLliyhQIEC7Nmzh9OnT1vlcQTm22FRUVE0atSIWrVqsX79evbv3+9Q+2EWGRnJwoULqVatGgAxMTHZ26AM+uOPP/juu+9o0qQJkLgfhQoVYtiwYYSFhZE7d+7sbGK6ffXVVxQsWBBI3J+WLVvy7bffotPp+O677/jss8+4fv16djYzRXI+EEJkJgnwspH5hBcSEkLDhg2ZNGkSAAkJCbi6uvLmm2/ywQcfEBsby969e7OzqRmi0+l48uQJ9+/fZ9KkSbz++uvcv3+f5cuXc/HixexuXrr99ddfhIeHU79+fQDc3NwAuHTpEg8ePHCYh/v//vtvnJ2diY2NBcDFxcWyrVChQvj7++Ph4eEQD/ebTCYePXrEjRs3ku2PoijUq1ePGTNmALBy5UrWrVuXbW1NjZwPhBCZSQK8bGIymSx/QIsUKcKIESMsJ3iDwWDZ1q1bN/z8/Lh8+TKxsbEv7EPitoIBk8mEu7s79+/fJz4+nu7du9OgQQN+++03tm/fbvmD/CL+793W/vz999/Exsbi4eEBQHBwMI0bN6Z58+ZUrlyZnj178vvvvz/vpqZJ0uOtXLlyxMfHs2rVKq5fv251m1lRFMssL45w+1mv1xMbG0tkZCRHjx617I+iKJbjatSoUbRo0YJbt24RFBTEoUOHsrnVtpnbmxPOB7Y48vlACEf04p/Bc4CwsDCmT5/O4sWL+emnnzAajej1essfUMVG7z69Xo/JZKJo0aJUr16duLg4XF1dX4iTn739eZZer+fhw4c8evSIYsWK4efnR8+ePXFxcWHZsmWW20zZ/Ucqtf0xf+Y3btwA4ObNm8yZM4cvvviC9u3b07p1a9zc3NiwYQM9evRg/vz5xMXFZcu+QOrHW9myZenWrRtr1qyhV69eLF++nP/97388ePCAyMhI2rZtm21tt+XWrVscOHAAINmYg4qiWHrM3r1713JlS6fTodfrSUhIwN3dnVGjRpEvXz5Onz7Njh07iI+Pf+77YWZvf5L+DhzpfJDS95OUo5wPhMgxnnevjn+bwMBApUSJEsrYsWOVVq1aKW5ubkrlypWVxYsXK0ajUVEURXnw4IFy5syZZHnNPeWmTZumvPXWWy9Ez7mU9sfM3E6TyaRERUUpb775pnLx4kVFURTlzp07SseOHRWdTqdMmTLFkic0NPT57shT6dmfcePGKTqdTgkMDFTWrFljtf3KlStKvXr1FJ1Op5QvX17ZtGnT894VRVFS3p+kx8/du3eVpk2bWvXQLF++vFK4cGHF29tbadq0qTJmzBglODjY0gM1O3rWxsXFKZ06dVLKlCmjxMXFKYqiJPsdPHnyROndu7ei0+mU9957T7l3757Nsvr06aPodDqlRYsWytmzZ7O87baktD/mfyMiIhzmfJCW78fMEc4HQuQkEuBloUuXLimvvvqq1cl68+bNire3t6LT6ZRRo0Yp169fT7WcoUOHKiNHjszClqZNWvbn5s2biqIoluD1woULSrly5azK+fHHHxVfX1+lbNmyyvjx45UiRYooTZo0UW7duvX8dkZJ3/4oiqIsXLhQ0el0Sv78+ZWgoCBFURQlNjbWEvicPn1aadWqlaLX65VBgwYpERERL9z+3Lhxw7Lt0aNHysGDB5W5c+cqLVq0UAYNGqT06dNHqVGjhuLs7KzodDrF2dlZ6dWrl/Lo0SNFUez/8c4qX331lZIrVy5Fp9Mpn3/+uaIo1oGmuT0LFixQdDqd4ufnZxnCxsx8LB46dEhxcnJSXF1dlYMHD1rlf15S25+0eFHOB4qS/v15kc8HQuQ0EuBloQkTJlhOZnFxcZY/JosWLVLKlSun6HQ6ZeDAgXbzm/8wDRs2TFm/fr2iKOofJHM5Dx48yMLWJ5fe/TEajcrZs2eVXr16KXFxcUp0dLRlW+fOna2uHo0ePVoJDw9/ofdn69atSsGCBZVy5cpZrjA8GyAEBQUppUqVUqpUqfLcA7z07k/Sth88eFAJCQlRFEUN/P766y8lMDBQqVmzpqLT6SwBxfMMiIKDg5WuXbsqHTp0UHQ6nVK4cGHl6tWriqIk/jbM7UlISFCKFi2q6HQ6Zdy4cXY/+x49eig6nU758MMPn89OJJGW/UnJi3Y+SO/+JCQkvNDnAyFyGgnwsojRaFQCAgKUxo0bK1FRUYqiJP7PNioqSlmwYIHi4eGh6HQ6ZfXq1YqiJP/jaT5JDhgwQNm1a5fVtsePHyu//vqrEhMTk9W7YmlLevdHURRl//79SuPGjS3vb968qQwaNMhyIndxcVEmTJjwXPYhqfTsz6pVqxRFUZQTJ04o5cqVU9zd3ZVPP/3U6g+U+buLjIxUBgwYoOh0uud6G1Dr8TZp0iTl8OHDVvkURVGuXr2qVKhQQfHy8lLCwsKe096oLl++rCiKegu2a9euik6nU4YNG5Ysnfl38u233yo6nU7Jly+fsnXrVqv9MKc5ePCgotPplD59+ijx8fHPYS8SpXV/7HmRzgeKkrH9eVHPB0LkRNLJIgsoioLBYCA+Pp779+/z+PFjILFXYq5cuXj99dfp06cPABMmTODOnTvodDqrh6YNBgMPHjwgKirKMjSH2W+//caCBQtwdXV9YfcH4Pr165aH9qdPn07x4sVZtGgRfn5+tGvXDpPJxJkzZ/j777+zfD+07o95qqiYmBi2bt3KqVOnLGWav7s8efJQs2ZNPDw8nst3o2V/dDodCQkJxMTEcOzYMY4ePWqVz2g04uvry5AhQzCZTJZejs+LeVw7Nzc3Jk6ciJubGwsXLkz2QL95LuA+ffpQp04d7t+/z3f/3969x8d05/8Df39mJJJIyEVELiIERazbg10Wdatrl2ot3Wx3de1uaShabdeXtqRqCaqufWxRsd3HQyPurIeqy64KUpd12boEwTYuJUQiyOQ28/r9kd+cZGRyn2Qmk9fz8fBoc+acM59Xhs+8z/mc8zlr1khSUpK2L71eLwAkMDBQmjdvLgaDocYfM1fePCVxlP7ArDJ57t6963D9AZHTsmNx6dQMBgP69u0LpRT27t0LAMXOGJw4cQKtW7eGUgqffPIJgOJDG0lJSZg0aZLFsj179qBly5Zwd3fHxYsXqzFFoYrmiY6OBlAwZBkUFIQWLVpAKQUvLy/MmDEDWVlZSE9Px8CBA+Hm5obly5dbnBFztDxz5swBUHDxd9OmTaGUwsSJE/G///1P2zYnJwcAEBcXh7CwMO26NUfMY/77BhQM7QUEBFgMbZpMJm377du3w8/PD/fu3auhNNZ98MEHUEph6NCh2rJnb1A4fvy4xTDfrVu3ABT+LrKystC8eXPMnTu3hltfXGl5SuIo/YE15fl8tm/f7pD9AZEzYoFXCWV1wuahoXnz5kEphX79+lld7+nTp4iJiYFSCu7u7trdf0Wvq9m8ebNWXFy6dAm/+c1vtC+wwYMH2+RLt7rypKenY9euXfD29oZSCpGRkThz5ozFNuvWrYOLiwtCQkLwww8/VDlLdeZJTU0FACxbtgxBQUHQ6XR47bXXil1U/n//939YuHBhudpSHtX99y03Nxf9+/dHWFiY1bt/33//fYs7HKuqsr+Tu3fvomXLlhbD5kUPiMz7Xbp0KYKCguDi4oIpU6ZY7OPevXsWzxK2herKY+09HKE/KEl58sTFxcHPz69G+wOiuooFXgU8evQI8+fPx/fff1/qeuYOcv/+/fD19YVSCrt27QJQvMM7ffo0unXrBqUUli1bVmwfMTExiI+Px+LFi7U7G319fbFu3TqHz7N27Vo8fPgQ7733HrZt22axnnlKhQcPHuBPf/oTvvjiC4fPs2TJEgAFZ4Hi4uLQrFkz7Yt12bJluHDhAiZOnIhf/OIXOHfunMPnWbp0KYCCz2LhwoVwc3NDcHAw/vGPf+Cnn37Co0eP8Oc//xkdO3bEyZMnayxPadatWwelFCIiIvDkyRMAhQWu+b85OTnYu3evVmxMmDAB3333HXJzc/HHP/4R48aNK9dNDfbOU5Qj9QelKSmPuf0pKSn4y1/+UiP9AVFdxwKvnD7//HO4u7tDKVXuOZqSkpIwfPhwKKUwbNgwbZio6BFyZmYmZs6cCb1ej7feeksb5gMKzrgMHToUAQEB2lH6+++/b5MLqWsij3koqejr1s642OIsV019PuY54YCCYmnmzJkIDg5GaGgoQkNDERUVZbFObcmTlpaGZcuWoUmTJlBKoWPHjvD398ebb75ptzzWGAwG9O/f32KYuaRpOZKSkjB//nyEh4eje/fuaNeuHaKiouz278eaiuRxtP7AmvLkqYn+gIhY4JVp//79aN++vdah9uzZE1euXCn39osWLYK3tzc8PT3x5ZdfAije4e3cuRNeXl4YMGAAgMIO7vLly9r7Dh8+HFevXq2VeYpmsjV7fj5mT58+xe3bty3mmKsse30+ZtevX8eRI0ewe/duXLt2rWphUPU81hw8eBBKKfj4+CA5ORlA6dOMZGVl4c6dO+Wac7Is9szjiP2BNeXJwyKOqPqxwCvF6dOntaklwsPDsXr16nLPNWXuwC5cuIBBgwZBKYVOnTppXzL5+fnaOhkZGWjdujXatGmDjIwMbR8LFy6Er68vvv3221qbpzrn5nKkPLb4wnKkPLZQlTxlMU9F84c//AFA2b9/e38+ZSlPHkfqD8pS0c+HiGyPBV4pUlNT4enpialTp1bp6H/Dhg2IiIiw6PDMzEe2Y8eOLXZxvPkOQFuxV57q6tyZxzpny2NNUlISGjVqBKUUDh48aNN9l8TeeRy1P7DGHp8PEVligVcCo9GItLQ0jB8/XhtmqCjzF+fjx4+xbt06uLq6QimF1atXa9NR5ObmIj8/H927d9fuVLTFBeDPsmee6niGKfMU52x5yvLXv/4VSin88pe/REZGBpYvX47z589Xy3sxT8XVZB4iKo4FXikyMjLQtm1bnD9/HkajEcePH8eePXtw7NgxXLt2zaIQK8+X5Nq1a+Hj44P69evj3Xff1a7ZOnToEIYNG4aUlJRqywIwT1mYx7Zsnacoo9GIu3fvao9g0+l0aNOmDS5fvmzrGBrmKT975CEiS3W6wDN3YNY6L/OyV199FQMGDECfPn20C4eVKnjg/OjRoxEfH1+h9/zvf/+LsWPHwsfHBx06dMALL7yAiIgIbN26lXmYh3kq4NixY/Dw8EBYWBi2bNlS6f2YMY9j5yGiiqlzBZ55GGvDhg3a0xZKYjAYMGTIEO0OM/OcU0V/Vqrg2Z4VmXU9NzcX165dQ2JiIjZt2sQ8zMM8FXxqwZUrV9C6dWu88847lc4CMI+j5yGiyqtzBR5QMON6165d0b17d6sPWC/68/Tp0+Hj44Np06YhMTERBw8exMWLF/Hpp59ixIgRUEqhVatWOHToUI3nMGMe5qlJjpDHYDBo1xUyj3PnIaLKqXMF3s2bN7VpJFxdXTFlyhSrE8KaJSYmIikpyeq+srOzMWfOHHh4eGD69OkAqueC9dIwD/PUJOZhHiKqHepUgWc0GvHvf/8bu3fvxuLFixEYGIiQkBDtsU6lTRdhMpm0zq3o/6elpWH69OkIDAys/gDPYJ5CzFP9mKcQ8xCRo6tTBR4Abb6ntLQ0zJo1C0opjBkzBvfv3wdQuSPUM2fOYNSoUfjxxx9t2tbyYJ6yMY/tME/ZmIeIHIFO6pigoCAREfH19ZWXX35ZunXrJnv37pVt27aJiIhOV/FfiZeXl6Snp0toaKhN21oezFM25rEd5ikb8xCRI6hzBZ6ICAAREfnZz34mr7/+umRnZ8uGDRvkypUrIiJiMpkqtD8PDw8ZMWKEzdtZXsxTOuaxLeYpHfMQkSOokwWeUkpEROrXry9DhgyRoUOHytGjRyUuLk5ESj/KtdY5JiQkSKdOnaqnseXAPIWYp/oxTyHmISJHVScLvKLCw8Nl3Lhx0qhRI4mPj5cjR46ISMlHuebO8cmTJyIisnnzZrl165YMGDCgZhpcBuZhnprEPMxDRA7Kjtf/VcmzFwtX5YHpd+/exZtvvgmlFCZMmACDwVDiPnft2oU2bdqgS5cuCAoKQmRkJG7evFnp9zZjnpIxD/OUhXlK5gh5iKjm1bN3gVlRly9floULF4q7u7sAkFdeeUVeeOEFbViiMgICAuTVV1+VgwcPys6dO2XQoEHy61//2uq6N2/eFADi4eEhK1eulFdeeaXS7yvCPOXBPMxTEuYpmz3zEJEd2aOqrIz8/Hy8/fbbCAkJwYwZM/Dhhx9qz01cvHgxgLKnACj68Gwz81FsZmYm5s6dC6UURo4ciZ9++kl73fzH7N69e8zDPMzDPMxDRA6r1hR4ixYtwosvvmjR+Zw/fx4RERHw8vLCkydPStzWaDRadGDWOkIAOHv2LHr16gUPDw8sX75cW56Tk6Ptx1aYpxDzME9FMU8hR8xDRPbn8AWe0WhEamoqnnvuOSxatAhAwcPTzR3ap59+ioYNG+I///lPsW1NJpNFZ3fy5EmMHj0ae/bssXr9icFgwJo1a+Dh4YFmzZrhww8/RP/+/bF161bmYR7mYR7mIaJaw+ELPAC4ePEiXFxc8N133wEo6BTNR5tJSUnw9/fHnTt3Stw+NTUVU6ZMgVIKSilMnDgR2dnZFuuY93ft2jW0aNECSikEBARgzZo1zMM8zMM8zENEtUqtKPCOHTsGNzc3jB071mK5yWTCvn37EBUVpQ0zPGvhwoUIDAyEUgp6vR5z584t9b2mTZsGpRSio6Nt1v5nMU8h5mGeimKeQo6Yh4gcg8MUeAcOHMC5c+dw48YN5OXlASg86kxPT8eAAQOglMK4ceNw9OhRPHr0CABw6NAhnDt3zmJf5uGJ06dPa0e1v//977ULiwHr16kcPnwYb7/9tk2eucg8zMM8zOOseYjI8dm9wDt79iz69OmDHj16YODAgfDy8sLIkSNx5swZi07qwIEDGDJkCJRScHNzQ1BQEH71q18hIiICffr0wZQpU7By5UqkpKRY7H/mzJna0AdQ0PGVNKeULS4yZh7mYR7mcdY8RFR72LXAe/r0KUaPHo1Vq1YBKLiVPyYmBr6+vnB3d8fs2bMt1s/IyMCCBQswatQotGjRAk2aNEHHjh1Rv3596HQ6KKXg5+eHefPmITU11WLbZy9IZh7mYR7mYR4iclZ2LfC2bt2KkJAQ3L59W1uWnZ2Nf/7zn9rQw9KlS4t1ZgDw6NEjfPPNNwAKLlKOi4vD+PHjte0+/vhjZGZmAih52gDmYR7mYR7mISJnZJcCzzyE8O6776Jdu3YWy8z/nTdvHpRSaNasGVauXKltax5miIuLs5jLyeybb75B79690bx5c1y6dKlac5gxD/MwT+Uxj2PnIaLayW5n8IxGI8aOHQu9Xq91VEWnB8jJyUHfvn2hlEKPHj1w+PBhbR0AiIyM1OZvys/P145i8/LysGXLFiilkJCQwDzMwzzMwzxEVOfo7PR4NNHpdNK0aVMxmUzy7bffioiITqcTnU4nRqNRXF1dZebMmdKkSRM5c+aM7NixQ3JyckSnK2jyjRs3ZMOGDdp2er1eRETq1asn/v7+0qRJE3Fzc2Me5mEe5mEeIqpz7FLgqf//4Ozw8HDR6/Xy/fffy61bt7TXzZ3ZkCFD5KWXXpLc3Fw5cuSInDp1SkREsrOzxdXVVXbs2CEnT57U9pefny8iIqmpqdK+fXtp164d8zAP8zAP8xBR3WPHs4fYuXMnlFIIDQ3VLig2Mw9JnDt3Do0bN0a9evWwdu1a7RqWpUuXQimFDh064PTp08jKygJQMN3Az3/+c3z11Vc1GwbMwzw1i3mYh4ioJHafB69t27ZQSmHy5MlIS0uzuk5UVBSUUvjtb39rsTwyMhIeHh7Q6XQYOnQoevfujfDwcMTHx9dE061inkLMU/2YpxDzEBEVUgBgzzOI8fHxEhkZKQ0bNpSNGzfK4MGDtetQjEaj6PV6uXHjhoSHh0vTpk3l1KlTEhQUJCIiWVlZcunSJTlw4IAYDAbx9/eXyZMn2zMO8zBPjWIe5iEissreFWZubi569+4NpRRGjx6N5ORki9dNJhNMJhNGjRqF4OBgPHnypMSZ2h0B8zBPTWIe5iEissYuN1kU5eLiIjExMSIism3bNtmwYYPcv39fRAqOcJVSopSSZs2aiVJKcnJytIuOHRHzME9NYh7mISKyxu4FnohIr1695KOPPhIRkdWrV0tsbKyIFNxtlp2dLSIit2/flnbt2om3t7e9mlluzOPYmMexMQ8RkQ3Y+xSimcFgQHR0NBo2bAilFFatWqXdaZadnY0xY8bgyJEjdm5l+TGPY2Mex8Y8RERV4zAFntnu3bvRtWtXKKXQs2dPfPzxx2jfvj3eeOMNPHnyxN7NqzDmcWzM49iYh4iocux+F601eXl5snv3bklJSZGUlBQZPny4DBw40N7NqjTmcWzM49iYh4io4hyuwAPgVBcZM49jYx7HxjxERJXjEDdZFFW083Ow2rNSmMexMY9jYx4iospxuDN4RERERFQ1DncGj4iIiIiqhgUeERERkZNhgUdERETkZFjgERERETkZFnhEREREToYFHhEREZGTYYFHRERE5GRY4BERERE5GRZ4RERERE6GBR4RERGRk2GBR1SLrV+/Xho2bCjr16+3d1MqJT8/XzZv3ix9+/aV8ePH27s5REROgwUeUS22ZcsWefz4sWzdutXeTamwe/fuyYQJE2TixIly+PBhqcxjse/evStubm6ilLL4ExISInl5edXQaiKi2oEFHlEtcfjw4WLLpk2bJt27d5epU6faoUVVExAQILGxsfLee+9Veh+fffaZ5OTkFFs+depUcXFxqUrziIhqtXr2bgARlc1kMsnkyZPlhx9+sFg+ePBgGTx4sJ1aZRtNmjSp1Hbp6eny9ddfy9mzZ6V+/foWr4WFhdmgZUREtRcLPKJaYMGCBXL+/Hl7N6Na1KtXuW5o1apV8rvf/U46depk4xYREdV+HKIlcnCxsbHy0Ucf2bsZDuXp06eyYsUKMZlMcvToUTGZTPZuEhGRQ2GBR+TAFi1aJAsWLNBuQGjVqpW0atVKZs2aJU+fPpW1a9dK165dJTo62mK7zMxMmTt3rnh7e4uIyMOHD2X8+PHSsGFDad68ufz973/X1j106JD06tVLPDw8pEuXLpKYmGi1LRcvXpTIyEjp0KGDeHp6SseOHSU2NtameY1Go3zyyScSHBwsnp6e8tJLL0lycnKx9dauXSsPHjyQxYsXS+/evSUsLEw+//xzMRqNNm0PEVGtBSJyeCKCov9cL1y4gMjISHh4eEBEMGfOHO21NWvWoEWLFto2aWlpaN++PYKCguDm5gYRgU6nQ2JiIrZv3w5XV1c0a9YMer0eIgI/Pz9kZGRYvP/evXsRFhaGhIQEAMDNmzfRuXNniAiio6OrlG39+vUQEYwbNw5jx45Fo0aNEBgYqLW/cePGuHr1qsU2r732Gjp06IAGDRpo64kI+vXrh4cPH1apPUREzoAFHlEt8GyBZ/bGG28UK/AMBgMuX76sbTNp0iQcOXIEAPD48WP07NkTIoIBAwZgzJgx+PHHHwEUFG0hISEQEcTFxWn7e/DgAXx9fbFx40aL9z5x4oRWLD5bgFWEucDz9fXFihUrkJeXBwDYuXOnVsAOHjzY6rY5OTnYt28funXrZlHkGY3GSreHiMgZcIiWqBbz9/cvtszNzU2aN2+u/RwTEyO9evUSERFPT0+ZNGmSiIhkZGRIfHy8hIaGiohISEiIjBgxQkREUlJStO1jY2Pl8ePHMnLkSIv36dixo4gU3OG7ffv2KmcZPny4TJkyRbvpYuTIkdrQ8759++T27dvFtnF1dZVBgwbJ8ePHZdq0aSJSMOT89ddfV7k9RES1GQs8olqspLneik4b4uXlZfFaUFCQtlwpZfFa48aNRUTEYDBoy/71r38JAOnSpYu0bdtW+9OpUyfx8/MTPz8/SU1NrXIWvV5fbNnkyZPF1dVVRETOnj1b4rY6nU6WLVsmL7/8soiIbNy4scrtISKqzThNClEdo9OVfFxnfg1FniqRkpIivr6+kpSUVO1te5aHh4eEhoZKcnKyZGRklLl+TEyM7NixQ65du1b9jSMicmA8g0dEpcrPz5f79++Xq8CqDuaJkM13BJemTZs2EhoaKp6entXcKiIix8YCj4hKFRgYKABk06ZNVl8HIIcOHaq2909PTxcRkc6dO5dr/cDAQOnRo0e1tYeIqDZggUdEpXr++edFROSDDz6Q69evF3v9q6++kjt37lTLe2dmZsrVq1fl+eefl+Dg4DLXz8/Pl+vXr0tUVFS1tIeIqLZggUdUC7i7u4uISHZ2tsXy3NxcERHJy8uzWF705/z8fIvXzE99sDYpsPnau6LbT5gwQRo0aCAPHjyQnj17yhdffCE3btyQK1euaBMxP3uHbWUUve7PbM2aNaLX62XJkiUWyx88eGB1HytXrpRp06ZJ+/btq9weIqLajAUeUS0QEREhIiJHjx6VrKwsWbJkiZhMJklISBARkYSEBIuCzbxcROTEiRMW+zIPpyYnJ1sUSvn5+XLs2DEREUlMTNT2FxISIrGxsVKvXj1JTU2VqKgoadmypTz33HMye/Zs+fLLL6t0zVtwcLC4uLjIpk2b5G9/+5tWXG7dulXmz58vGzdulG7dumnrf/bZZ+Lv7y/Dhg3TbvzIycmRFStWiNFolFmzZlW6LURETsOek/ARUfkcP34crVu3hr+/P9555x0kJCTA19fX4ikOPj4+OHXqFMaPH689lUJEoNfrMXToUGRmZiIgIMBim/r162P27NnYv38/vL29LV7z9vbGxYsXtTYcO3YMQ4YMgZeXFxo0aIBBgwbh+PHjNsl39epVvPXWWwgPD4ePjw86d+6M119/HVeuXCm2bkpKCl588UV4e3vDzc0Nffr0wYwZM3Dp0iWbtIWIyBkowMq4CBERERHVWhyiJSIiInIyLPCIiIiInAwLPCIiIiInwwKPiIiIyMnwWbREZBP9+vWTW7duVWib5OTkamoNEVHdxrtoiYiIiJwMh2iJiIiInAwLPCIiIiInwwKPiIiIyMmwwCMiIiJyMizwiIiIiJwMCzwiIiIiJ8MCj4iIiMjJsMAjIiIicjL/DwHySTIxJTeAAAAAAElFTkSuQmCC", + "image/png": 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", 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RkcBNDYAAD442WWzAzxeQlZVV6t9vJ0+eRFxcHFq3bo1Dhw5pxn3//fcYMmQIRowYUeZTVPXr10daWhpSUlLQvHlzl/ELFixAQEAAHnvsMc3wixcv4tprr8WlS5cwduxYLF++vNTT5OmwUpCnwCIiIpgEERFRqVTJ5RMGnWdJUDmqrly5EhaLBX369HEZ16tXLwDA2rVrkZGRgdq1a5e63audkjMYDHj44YddhtetWxfjxo3DvHnzcPHixVJPD+CF0URERFQG69atAwC0bNnSZVxMTAwaN24Ms9mMbdu2landqyWNkydPLvEaq7i4OABAs2bNyjRNJkFERES+SlE8/8B+es35YzKZSpzk3r17AQCxsbFux0dFRQEA9u3bV6GhXkl6ejoA4O677y5TPSZBREREvkzx4OPQpEkTREZGqp9Zs2a5nZTRaERubi6AomSnOHkdlExMqsKPP/6Ijh07YtCgQWWqx2uCiIiI/FzxG3+CgoLclsvIyFB/Dg0NdVtGnrIyGo0V2MOS7d+/H7/88gs2b95c5kcSMAkiIiLyVU6ntMpdH6W/8cdgMKg/l3RzuXx2UUxMTPn7VQZPPfUUpk2bhptuuqnMdZkEERER+SodPLuwpYx1Y2JiYDAYYDabkZeX57ZMZmYmAKBOnToedKx0FixYgPDwcMycObNc9XlNEBEREZWKXq9Hu3btAADnzp1zWyY1NRUA0Llz50rty5YtW7B27VqsWLGi3E/mZhJERETkqyro7rCykBcfF39QImC/GDorKwthYWHo16+fx+GV5Pfff8dLL72EtWvXlnhtUmkwCSIiIvJVntwZVuwOsdKaOHEidDqd25elJicnAwCGDh2quX6oIh0/fhyPPvooVq1ahejoaJfxKSkppW6LSRARERGVWlxcHCZNmoSDBw+6PAsoISEBISEhmDFjhjosKSkJvXr1wrvvvnvFdi0WCwDAarWWWOb48eOYMGECPvvsMzRo0EAzrqCgAO+88w4+/fTTUsfCC6OJiIh8lU6xfzypXw5z5szBrl278Mgjj2D9+vWIjo7GwoUL8e233yIxMVHzNOm5c+di586dOHz4MKZMmeK2vZSUFKSlpQEAtm/fjlatWrmUOXDgAG677Tbk5uaiW7dumnFWqxXZ2dmw2Wz4448/Sh0HjwQRERH5Ki+cDgOAsLAwJCUloXfv3ujRowfi4uKwadMm7Nq1C8OGDdOUHTlyJMLDwzFu3Di3bTVr1gytW7dGYWEhAGDMmDFo1KiR5ijTuXPn0L9/f6SmpiIvLw8ZGRmaT2ZmJmw2G3r27Ilrrrmm1HHwLfKlIN/WW5a37BIRkX+qit8Z6lvk/9EMCPTgeEahDfj2b7/9/cYjQUREROSXeE0QERGRr/LglJZa348xCSIiIvJVXrowuqbg6TAiIiLySzwSRERE5Kt4OswjTIKIiIh8VQW9Rd5f8XQYERER+SUeCSIiIvJVvDDaI0yCiIiIfBWvCfIIT4cRERGRX/LZJGjdunXo06cPPvnkkyuW27NnD+644w60aNEC11xzDaZNm4aCgoKq6SQREVFlUlB0cXS5Pt4OwLt8LglatWoVevXqhTvvvBPJyclXLPvtt9+iT58+GDBgAFJSUrB7925s27YNAwYMQF5eXhX1mIiIqBJV8ctTaxKfS4J69OiBrVu3Ii4u7orlTp8+jdGjR+OWW27B1KlTAQCRkZFYunQptm/fjmeffbYquktERFR55IXRnnz8mM8lQS1btkRQUBC6du16xXKvvvoqcnJyMH78eM3wNm3a4LrrrsOiRYtw5MiRyuwqERERVWM+lwRJwcHBJY4rLCzE6tWrAQB9+vRxGd+7d28IIfDRRx9VWv+IiIgqnSenwnhKzHdvkVeu8JTLn3/+GdnZ2QgKCkLjxo1dxnfs2BEAkJSUVGn9IyIiqnR8YrRHfDYJupK9e/cCgNsECACioqIAAAcPHoTVaoVer9eMN5lMMJlM6vfs7OzK6SgRERF5jc+eDruSixcvAihKdoqLjIwEAFgsFmRlZbmMnzVrFiIjI9VPkyZNKq2vRERE5aargI8fq5HhZ2RkAABCQ0PdjtfpisI2Go0u46dPn46srCz1c/r06crpKBERkSc8ekaQh6fSaoAaeTrMYDAAAIQQbsebzWb155iYGJfxQUFBCAoKqpzOERERUbVQI5OgBg0aAECJD0TMzMwEAISFhV3xLjMiIqJqje8O80iNTII6deoEADh37pzb8ampqQCAzp07V1mfiIiIKhzvDvNIjbwm6Oabb4bBYEBaWhrS09Ndxp84cQIAMGTIkKruGhEREVUTNTIJioiIwIgRIwAAW7dudRmfnJwMnU6H4cOHV3XXiIiIKg7vDvOIz4ZvsVgAAFar1e34GTNmICwsDMuXL9cM//3337Fnzx489NBDV33/GBERUbXGu8M84pNJUEFBAQ4cOAAA2L59u9syrVq1wocffoh169bhs88+AwCcOnUKY8aMwQ033IB58+ZVWX+JiIgqBV+b4RGfS4Luv/9+1KlTBwcPHgQAfPTRR6hduzYWLVrkUnb06NFYv3493n//fbRs2RJDhgzB2LFjsWnTphKfIURERET+wefuDvviiy/KVP7WW2/FrbfeWkm9ISIi8iKdYv94Ut+P+VwSRERERA68Rd4jPnc6jIiIiKgi8EgQERGRr+IToz3CJIiIiMhnKVA8OKUl/DwL4ukwIiIi8ks8EkREROSjFMWzI0FQFIiK647PYRJERETkozx+6LMCv06CeDqMiIiI/BKPBBEREfkonYenw4SiwFaB/fE1TIKIiIh8VEVcE+TPmAQRERH5KCZBnuE1QUREROSXeCSIiIjIR/FIkGeYBBEREfmoirhF3p/xdBgRERH5JSZBREREPkqeDvPkU15msxmzZ89GmzZt0KpVK/Tr1w9bt24tV1tGoxHvv/8+mjdvjpMnT161/JdffonrrrsOLVu2RKdOnfDRRx+Va7o8HUZEROSjvHVNkMlkwuDBg5GamoqNGzeiadOmWL16NQYOHIjExETEx8eXqp38/Hx88MEHWLBgAU6fPl2qOs8//zwWLlyI7777Dv369cPRo0fRt29fHDhwAO+++26Z4uCRICIiIiqTadOmISkpCcuWLUPTpk0BAPHx8Rg2bBjGjx+PlJSUUrVjtVrxwAMPICkpCTrd1VOSr7/+GrNmzcJLL72Efv36AQCuvfZazJw5EwsXLsSqVavKFAeTICIiIh+lVMB/ZXXy5Em89957aNeuHXr27KkZN3bsWOTl5WH69Omlais8PBx169ZFq1atUKdOnSuWtdls+L//+z8oioIHH3xQM27UqFHQ6/WYOnUqrFZrqWNhEkREROSjvHFN0MqVK2GxWNCnTx+Xcb169QIArF27FhkZGWVqNzg4+Irjd+3ahT/++AOtWrVCvXr1NONq1aqF9u3b4+zZs1i/fn2pp8kkiIiIyEfJW+Q9+ZTVunXrAAAtW7Z0GRcTE4PGjRvDbDZj27ZtZYzlyp250nQBoGPHjgCApKSkUk+TSRARERGV2t69ewEAsbGxbsdHRUUBAPbt21ftp8u7w4iIiHyUTrn6EZQrEY6q2dnZmuFBQUEICgpyKW80GpGbmwugKOkoLjIyEgCQnp5e7n65c/HixQqfLo8EERER+aiKuiaoSZMmiIyMVD+zZs1yOz3n63xCQ0PdlpF3eRmNxgqNVU67IqfLI0FlcMmUhpz8S+r3EH0YAECn2Ge82WYCAPVqe4POnkU7Z+kRgdEAgJzCLEdd+ziLzQIAiDTEVFr/iYio9C4azwMA/s75CwBQN6Q+AKBZrWvUMj9f+BEAUCsw3F4muB5y8nKqspsV4vTp04iIiFC/uzsKBAAGg0H9WQjhtozZbAZgvz6oIslpV+R0mQQRERH5qIp6WGJERIQmCSpJTEwMDAYDzGYz8vLy3JbJzMwEgKve8l5WDRo0wOHDhyt0ujwdRkRE5Ks8vTOsjPmTXq9Hu3btAADnzp1zWyY1NRUA0LlzZ08ic9GpU6cKny6TICIiIiq1QYMGAQAOHTrkMi49PR1ZWVkICwtTn+hcFdMFgBMnTgAAhgwZUuo2mQQRERH5KG88LHHixInQ6XRuX5aanJwMABg6dKjm+qGKMHDgQLRo0QJHjhxR7xSTMjMzceTIEbRo0QK9e/cudZtMgoiIiHyUN5KguLg4TJo0CQcPHnR5Jk9CQgJCQkIwY8YMdVhSUhJ69ep11ZebWiz2G4RKeu1FQEAAZs2aBZvNhsTERM24zz77DDabDa+//jr0en2pY2ESRERERGUyZ84cdO/eHY888gguXboEIQTeffddfPvtt1i+fLnmqc5z587Fzp078cILL5TYXkpKCtLS0gAA27dvL7HciBEj8PDDD2PmzJk4cOAAAODnn3/GCy+8gKeeegojR44sUxy8O4yIiMhHKfDs7rDyvEAVAMLCwpCUlISXXnoJPXr0gE6nQ4cOHbBr1y71AmZp5MiR2Lp1Kx544AG3bTVr1gznzp1TjwSNGTMGzz77LNavX48uXbq4lP/ggw/QoUMH3H///TCZTKhfvz6WL1+Ou+++u8xxKKKkG+5JlZ2djcjISKSk/YHAsKK8kc8JIiKqucr9nKDsHLRr1BlZWVmluu28POTvpbrTr4cuuPzHM2xGCy7OSq7UvlZnPBJERETko8r7ElTn+v6M1wQRERGRX+KRICIiIh/l6ROjPXradA3AJIiIiMhHMQnyDE+HERERkV/ikSAiIiIfpVMU9S7jcvHzI0FMgoiIiHwU7w7zDE+HERERkV/ikaAykg81BICAQPvsK7SZAQBhAfaHZVmFvYx8MGK+JVetk2W+BKDoAYsyD5UXp6UWnAEABOtD1TrFH6AoH7QYHhjpdri9fcXRp7I//CrPkmPvk+Ohj1ZhdTs9IiJn2YWXATg/hdj+r9xHAkBIQKimTKGtEMCV92dynGzfJmwAAL2i13y3iaJ3Thn0wQCK9sdyegL25wPnW/IAOO+LgXrBjTR9qBvc0NGGvd0Qp/2yZLFZNTHmW/JQYMl3KVdZeGG0Z5gEERER+SjF8Z8n9f0ZT4cRERGRX+KRICIiIh/F02GeYRJERETko5gEeYZJEBERkY/iLfKe4TVBRERE5Jd4JIiIiMhH8XSYZ2r8kaBffvkFQ4YMQYMGDRAbG4s2bdpgxowZMBqN3u4aERGRR2QS5MnHn9XoJGj16tXo168fevXqhdOnT+PMmTP44osvsGzZMgwYMABms/nqjRAREVGNVGOTIJPJhMmTJ2PgwIGYMWMGAgMDAQBdu3bF66+/jl9//RVLly71ci+JiIg84OlRID8/ElRjrwk6cOAAMjIy0KVLF5dx3bp1AwAcPHiwintFRERUcXh3mGdq7JGgsLAwAMCOHTtcxuXk2N+N5S5BIiIiIv9QY5Ogtm3bIi4uDlu2bMGKFSs049auXYuOHTti3LhxXuodERGR53hhtGdqbBKkKAoWL14Mg8GABx98EJ9//jkAYNu2bdi9ezd++uknBAUFua1rMpmQnZ2t+RAREVU39tNhniRB3o7Au2rsNUEA0L9/f6xZswbDhw/HmDFjsHPnTgQEBOB///sf9Hp9ifVmzZqFV199tQp7SkRERFWtRidBAHDnnXfirbfewokTJ/Duu+8iODgYPXr0wP33319inenTp2Pq1Knq9+zsbDRp0qQquktERFRqfFiiZ2p8EvTWW28hLi4Ojz/+OPr06YMxY8Zg1KhRSE9Px+OPP+62TlBQkNtTZTFB9SAMhep3q80CAAjUGezfhf17RGA0ACC78LJLG5GGGABAmvGcfVo6+3QCdIGatvRK0ZGqfIv9Qm4BAQAID4zUtJlbmOV2uHMfFMeZzwCdfZGH6MNcykphAeEljiOi6kVu/7Wctn+53esV+/Yuf82FFtu2cwoz1Z/lvkfuZ+Q+Qu5/FMW+D7HYivaBcr8lyyqOKck2Ah3jraKojixbYM0DABTaTJrvcr/qvD+T/QxwxBMaaI8jy3zJ0b4VABATVBfFybo6R/9lWbnvtcGmls1zxFp8H9ggJBYA8EfWIQBF+3EAiItsDaBon30672/kFua59KOyKPDw7rAK64lvqrHXBAHAnDlz8NVXX+Hee+8FAAwfPhyrVq2CTqfDlClTsG3bNi/3kIiIqPx4YbRnamwS9Pfff+PFF1/EHXfcoRl+zz33YPbs2RBC8LofIiIiP1Zjk6B169bBZDKhXr16LuOefPJJ1K1bFzt37vRCz4iIiCoGjwR5psYmQfK9YGfOnHEZFxAQgObNm8NgMFR1t4iIiCoMkyDP1Ngk6M4774Rer8eXX34Ji8WiGZeVlYWjR49i6NChXuodEREReVuNTYKuueYavP322zh69CjGjx+PrCz7HRQXLlzA/fffj2bNmuGNN97wci+JiIjKT747zJOPP6uxSRAAPPXUU1i3bh3OnTuHFi1aoFmzZujXrx+6deuGX3/9FdHR0d7uIhERUbnxdJhnavxzgoYMGYIhQ4Z4uxtERERUzdT4JIiIiKjG8vScFo8EERERkS/iazM8U6OvCSIiIiIqCY8EERER+SieDfMMkyAiIiIfxdNhnmESRERE5KOYBHmG1wQRERGRX+KRICIiIh/FI0GeYRJUBhnGVNQy1FK/B+rsL2DVOQ6o2WADAFwypQEAYoLsb7DPMKWqdfIsOQCAEH2YY4gAAJisJm2bStFBOpuwue1PbqH9VSC1AiNdxsnpRARqn4qdb8ktMb4s8yUAQKQhBgBQYM0r1tfSy7NkAwDCAiLKXJfIF2WZMwAABn2wZrjcfuQ2CQBhAeFlbj/fUV9x7BvkfkF+l/sDoGifpMD+Cy40oJamjNxn6JWiXwHB+lAARdt98W1YTt9531R83xCgCwQACCEcfbQCAAJ1QU5x2PdBVmHRTFf2VbbvvK9y7qdzXwx6e7uFNvsLs+UysE9TviBbcUzP6uibTTMdndMJEblciu8LpZjgOiguJMDe/8sm+7Rjw5ohx5rjUq6y8MJoz/B0GBEREfklJkFEREQ+ypvvDjObzZg9ezbatGmDVq1aoV+/fti6dWuZ27lw4QIefvhhtGzZEi1atMCIESNw6tSpEsv//fffGD9+PGJjY9G0aVM0adIEEyZMwOnTp8s8bSZBREREvsrTBKicSZDJZMLtt9+OTz/9FBs3bsSff/6Jxx9/HAMHDsTq1atL3U5KSgp69OiBzMxMHDp0CCdOnECjRo3Qo0cPHDt2zKX8H3/8ge7du+PSpUvYt28fTp06hd27d+Pvv/9Gjx498Ndff5UpDiZBREREVCbTpk1DUlISli1bhqZNmwIA4uPjMWzYMIwfPx4pKSlXbcNqtSI+Ph5msxkff/wxQkJCoNfrMWfOHAQHB2P48OEoLCzU1Jk6dSpsNhs+//xz1Kljv0arXr16+OSTT5CWlobp06eXKQ4mQURERD7KG6fDTp48iffeew/t2rVDz549NePGjh2LvLy8UiUjK1aswO7duxEfH4+wsKKL7PV6PUaOHIkDBw5g6dKlmjqbNm1CXFycpjwANGnSBHXq1MHBgwfLFAuTICIiIh/ljSRo5cqVsFgs6NOnj8u4Xr16AQDWrl2LjIwMl/HOEhMTAcBtO7179wYALFmyRDM8LCwMhw8fRm6u9k5nm82G/Px8dOnSpdRxAEyCiIiIqAzWrVsHAGjZsqXLuJiYGDRu3Bhmsxnbtm0rsY38/Hxs3ry5xHY6duwIANi7dy+ysooe/3DXXXchNzcXTz/9tKb8//73P+j1esyYMaNMsTAJIiIi8lHy2mZPPgCQnZ2t+ZhMphKnuXfvXgBAbGys2/FRUVEAgH379pXYxpEjR2A0GktsR7YhhMD+/fvV4TNnzkSTJk2wePFiTJkyBTabDWlpaZg1axZ++ukntGnTpsRpusOHJRIREfkoBR4+MdrxMMkmTZpohs+YMQOvvPKKS3mj0aieipKJSnGRkfaHcaanp5c43YsXL6o/u2tHtlG8nQYNGiApKQkDBw7EwoULcebMGURGRuKbb75BdHS0SztXwySIiIjIR1XUazNOnz6NiIiiJ/wHBQW5Le98nU9oaKjbMjqd/SSTPNJTnnZkG+7aadWqFRITE7Fy5UokJCQgKysLtWvXxltvvaWpVxo8HUZEROTnIiIiNJ+SkiCDwaD+LF+PUpzZbH+NSUxMjNvxpWlHtuGunR9//BHff/89FixYgG3btqFRo0aYO3cuRo0aBZvN/WumSsIkiIiIyEdV9d1hMTExagKTl5fntkxmZiYAqM/xcadBgwbqz+7akW0Ub2fbtm0YNmyYemF0+/btsWXLFtSvXx8rV67Em2++WepYACZBREREPquiLowuLb1ej3bt2gEAzp0757ZMaqr9peGdO3cusZ0OHTqoCZi7dmQbBoMBbdu2BWC/DX7SpEno3r275jqia665Bl9//TUCAgIwe/bsK56GK45JEBEREZXaoEGDAACHDh1yGZeeno6srCyEhYWhX79+JbYRHR2tPmjRXTsnTpwAAPTt21d9MOLRo0dx+PBh1KtXz6V87969ceeddyI7OxtHjx4tdSxMgoiIiHyUNx6WOHHiROh0OrcvS01OTgYADB06VHPdjzuTJk0CgCu2M2rUKHWYvE7ozJkzbtuLi4sDgKtO1xmTICIiIl+lwMPzYWWfZFxcHCZNmoSDBw+6PAsoISEBISEhmocWJiUloVevXnj33Xc1ZceOHYuOHTti1apVmlNYZrMZX3zxBTp06IAxY8aowzt16oSWLVti586dbl+UumPHDrRt21Y9XVcavEW+DIIDQlE3uKH6PdNsf3aB0VoAADDo7VfTxwTZD9VdNJ4HUPQcBgAwWe0LWsB+BbteCdB8FxCafwHAJscJ7VXvxa+nz7cUPUZcUYflaNoLC4hASSIN2ivwQ/RhJZS8uitNx5flOeYnAIQFhAMomu+hAbXc1imwFl30V9I8lW1YhRUAYHP8a2dfdjpFr6kj1x053TxLtlPf7PM/tzDL0YK9jfDAKE0bOYWZ6s9F01QcdWyOb/bvkYbabvsOAH/l2N/23Pn1sQCAzc8scNSxTy9AV7SrWX/yewDAsGuG2eNy/C1WJ9h+oWR24eUSpxOgBGrisQqLZrjrVgGEOpaTJJehjLf4PHEm+6J3zHs5X90t0yB9iKNduZ1q+yL76k6OYznJ+STXh9pB9dUyimKfTxabxdHvSE1ZxWn9kOuE8/IFgFqOOkX9L+qjnC8y1kKb/cWVxdch5/WwaP7Y+y3XFTl9OR2b076raH3NcfRb0UxPX2w9d65TFKt2Xsg6Ol3REQC5XOS8jQi0P0MmzWi//kSud+6OhBRY8wEAxgL7vyar/cGBQXrXO6YyjPbn3dQNti+ri8ZU5BXmupSraebMmYNdu3bhkUcewfr16xEdHY2FCxfi22+/RWJiouYp0HPnzsXOnTtx+PBhTJkyRR0eGBiIzz//HP3798fUqVPx7rvvwmw2Y9KkSbDZbPjyyy8RGBioltfpdEhISMDtt9+O+Ph4fPHFF4iLi4PJZMIrr7yCffv24aeffipTHDwSRERE5KO8cToMsL/DKykpCb1790aPHj0QFxeHTZs2YdeuXRg2bJim7MiRIxEeHo5x48a5tNOhQwckJycjNTUVcXFx6NKlC6KiorB//363T3++8cYbsXPnTrRu3Ro33ngjYmNj0bp1a5w/fx579uxBjx49yhQHjwQRERH5KJ1i/3hSv7zCw8Mxf/58zJ8//4rlRo8ejdGjR5c4Pi4uDmvWrCn1dNu1a4cVK1aUuvyV8EgQERER+SUeCSIiIvJRFfXaDH/FJIiIiMhH6RQFOg8SGU/q1gRMgoiIiHwUjwR5htcEERERkV/ikSAiIiIfpYNnRzP8/UgIkyAiIiIfpXh4TRBPhxERERH5IR4JIiIi8lG8MNozTIKIiIh8FG+R9wxPhxEREZFf4pEgIiIiH8XTYZ5hEkREROSjeIu8Z5gElUFuYRYyTEWzTK/Yfw7QBWrKZZozAACBOgMAwDnPDnAMM1uNAACdonO0Fez4bi9ttBaodWoH1QcA5FlyNNPRO+rmW3IBAKEBtVz6nFOYCQAID4xyG1NOYZb6c3hgpGZcrmNcrRKGuxvnLflO8yY0ILzSphPmpm138x0A0o0XAAB1ghuow2Q/RbH2hGOIXAZZ5ktqHbmeFf+Lrfh0hRAoTq5fJsf6Jqcv55HzelF8XcmzZDv6GFFiPFLL8DYAgI7tWwIAAnT2PmeaLwMAzuedV8s2qmVfn+sFN7KPyz+laSsiMBoAkF14WR1mtVkAAIEB9u2n0GpyxCe3R3vsilK0Sw/RhznisMdsE1YATvMTrn8BF1jzNN8DHGUFtPPWJmwudWX7cpysI6cv43JPaPpssRW6lii2fOV+xqALcumjjEPGKPvgGrHzEHu/Cx3TNjj2VbLVWlfYrtT2HeuonH5Rn4v6lq8uD+08lD2Rbcj56dyebEc2q9Zx/Co3O9YLoGheyjJyv6VX9I74gl2mU1Q3FAAQaYgBAJzJS9H0+Vz+32rZWoH2+XI2/zQAICaoDkSgfx9d8SVMgoiIiHwUL4z2DJMgIiIiH8VrgjzDJIiIiMhH8UiQZ/z9migiIiLyUzwSRERE5KMUuLvgvWz1/RmTICIiIh/F02Ge4ekwIiIi8ksVciRoy5Yt+PLLL5GRkYHPP/8cAJCUlISdO3figQceQMOGDStiMh6xWCxYuXIlvvvuOwQEBCA2NhaTJk1CixYtvN01IiKictHBwyNBfn5CzKMkSAiBhx56CJ988gkAoHbt2uq4m2++GYqi4IYbbsBbb72FYcOGedRRT+zZswdjxozBtddei3nz5qFZs2Ze6wsREVFF4S3ynvHodNjcuXOxbNkyKIqC+vXrQ6/Xa8b3798f06ZNw/33348ff/zRo46W1zfffIMbbrgB999/P7766ismQERERATAwyRoyZIluO2223Du3DmcO3cOUVFRLmVuu+022Gw2vPrqq55Mqly2bNmCESNGYOLEiXj55ZerfPpERESVSXFcGF3ej78fCfLodNiFCxewY8cONflxNzOtVvt7Wfbs2ePJpMosNTUV9957Lxo2bIg5c+ZU6bSJiIiqAm+R94xHR4KaN2/u9uiPs7Vr1wIAQkJCPJlUmT333HO4fPkypk2bhuDg4CqdNhEREVV/HiVBvXr1wnfffVfi+N9++w3//ve/oSgKBgwY4MmkyuTMmTNISEhAcHAw4uLi8PDDD6Nfv35o0qQJBg4ciE2bNlVZX4iIiCqLJ6fCPH3GUE3g0emwl19+GTfeeCOOHj2K++67DwBgNptx7NgxrFy5EvPmzUNBQQFq1aqF1157rUI6XBpffvklhBAIDAzE9u3b8frrr6NOnTr4/vvvMXLkSNx666349NNPMWrUKLf1TSYTTCaT+j07O7uquk5ERFRqfFiiZzw6EhQbG4u1a9di8eLFiIuLw9GjRxESEoIuXbpg1qxZKCgoQMOGDbF+/Xq0adOmovp8VVu2bAEATJgwAS+88ALq1KkDABg8eDDmzJkDm82GSZMm4eLFi27rz5o1C5GRkeqnSZMmVdZ3IiKi0lKUotvky/fxdgTe5fHDErt27YrDhw9j7dq1SEpKwqlTp2CxWNCwYUP07dsX999/f5VfD3TmzBkAQOPGjV3GjR49Gk8//TSys7OxatUqPPbYYy5lpk+fjqlTp6rfs7Oz0aRJEwTqgiCEUIdbYQEABCj22ag4LjHLLbQfOYoJsidfVmFV68gyOkWbf+rV7/bxZmvRkah8Sw4AQAgbACCnMEvTRlhALQCA0Zqv1gnWhwIAwgOjNHXCAyM10y3+3VmtEsaVNLwqXDbZE9fooLqa4aEB4d7oDgDgZO4fAIDmteIAALmOeR2oMwAA8ixFRxLluqAU+/sjrFj/ndcP+bOMMbvwstt+CLdD7YL09uviCm2FAIACax4AIEQfppbRK9rdgSwrBejs4zNMqeqw2kH1ARTNgxtbNrf30WyfB3Lb6F73OrXOwUv7AQBpxnOOuGpp4ooIjHbpj15v/9lqs29zumJ9lfPV+SEdcjkojvlnc2w/esU+p+R6nOfYvuzt6jTTkTd76BTt4z+KLy87RdNuviVXE5+79UCuI8XbL/7duW/y33C9djuU8QKu64Lsr+yT2mPn34BCcUShrS33O3I+6Z36ps53xzA5j2UfBWxySs5TBVC0PkkWR125j7U57WuFkMtDLkurpn2LY3kF6gJRnE3tg5y6XKaOfa3Tei7nYaQhRlMnNCBME69wmkf1ghsBKNpezDYTzDazSz+oeqqQJ0YHBAQgPj4e8fHxFdGcx+Tpq4iICJdxISEhuOWWW/D111/j8OHDbusHBQUhKCioUvtIRETkKZ4O84zH7w679957S1Xu22+/xYgRI3DfffdhyZIl6q3zlaFuXftRgpKu5YmNjQUAzVEdIiIiX6NUwMefeZwEHTt2DIWFhdiyZQtWrlyJrVu3wmKxaMokJibinnvuQb169TBz5kz8/fffuOmmm5CZmenp5N3q0aMHAODQoUNux8tb5lu3bl0p0yciIqLqz+MkKCsrC7GxsbjlllswatQo3HzzzWjZsqXmNRnvvPMOAGDatGlo164dZs6cib59+5b6KFJZ3X///QCAjRs3uiRkAJCSkgKdTod77rmnUqZPRERUFXiLvGc8SoIOHz6M9PR0XLx4EdHR0ejSpQs6d+6MrKws/OMf/8D+/fYLII8dOwYAmrfJP/XUU+rRo4rWu3dv3HvvvTh37hw+++wzzbjU1FRs2LABkyZNQvPmzSt82kRERFWFSZBnPEqCpk+fjvbt2+Onn35Ceno6du/ejT179uD8+fMYN24cZs2aBQAoKCgAAM0LVuvXr48GDRogISHBky6UaNmyZejQoQOmTJmCn3/+GQBw6dIljBs3Dl27dsW8efMqZbpERETkGzy6O2zbtm04evSo+hweKTQ0FPPnz0eXLl0ghIAQAgEBrpMKDw+vtHeKRUZG4ueff8YLL7yA4cOHIygoCFFRURg+fDieeeYZGAyGSpkuERFRVZHP+/Gkvj/zKAkKCQlxSYCk3NxcWCwW2Gw2tWxx2dnZuHzZ/TNPKkJUVBTee+89vPfee5U2DSIiIm/RwbNTOh5fGOzjPIq/WbNmmD9/vsvwEydOID4+Hp07d0Zhof0BUsVftJqeno7U1FRERnrvwXtERETkvzw6EjR16lQMGzYMH374Idq3bw8A+Pvvv7Fv3z7cfvvt2Lx5s3pdEGC/k0wmPcuXLwcAXHfdda4NExER0dV5eDrM39+b4VESdN9992HmzJmYMWOGegcYAMTHxyMxMRFffPEFHnroIQDA+PHjER8fj1tuuQUBAQF4+eWXoSgKJkyY4FkEREREfopPjPaMx6/NeP755zFixAh8//33MJvNuP7663H99dcDAMaMGYN+/frh1KlTuOGGG5CXl4ennnoKS5cuhRAC8fHxGDp0qMdBEBER+SMmQZ6pkHeHtWrVCo8//rjbcU2aNFHfwh4WFobFixdj6tSpSElJwW233VYRkyciIqIqZjab8c4772DZsmWwWCyIjY3Fv//9b/Tt27dM7Vy4cAEzZszAxo0bIYRAz5498fbbb6Np06alqr9lyxYkJiYiIyMDLVq0wB133IGbb765VHUrJAkqjYceeggfffQRAODaa6/FtddeW1WTJiIiqpG8dYu8yWTC4MGDkZqaio0bN6Jp06ZYvXo1Bg4ciMTExFK/UD0lJQU33XQTbrjhBhw6dAgGgwHPPPMMevTogZ9//hlt2rQpsW5aWhoeeughnDx5EosWLUKfPn3KHEel3x1ntVqRlJSkXghNREREFUMHxeNPeUybNg1JSUlYtmyZesQmPj4ew4YNw/jx45GSknLVNqxWK+Lj42E2m/Hxxx8jJCQEer0ec+bMQXBwMIYPH67eYV7c8ePH0bNnT9hsNmzfvr1cCRDgYRJktVoxc+ZMtGvXDrVq1YJer3f5GAwGDBw4sFLfGk9ERERV4+TJk3jvvffQrl079OzZUzNu7NixyMvLw/Tp06/azooVK7B7927Ex8cjLCxMHa7X6zFy5EgcOHAAS5cudal34cIFDBo0CHXq1MGXX36J0NDQcsfi0emwxx9/HIsXL4YQ4qpla8JTKYWwQacUvfojUGd/6rTRmu/4HggAqBUYDgCwCPvLWxWnXDPfkgsA0DvaCVDsi6DQVqgZ3jC06FxopjkdABBl0D6YMt+So/kerA91GmefjoB92YQHun8eU25hlvpzrWJlZPuhAfZ4sgvtD7aMCIx221ZZlae96KC6FTLt0pLzxyIcz7syuD4ctHmtOM13ua5HBsYAAHIKM9VxQtgfHmq2meQQAEB4YBQAIMt8CQAQoHPdNC+bLgIADPogt30124zqz5lm+7qnU7R/50QaYtzWBYDQgFoAgDxLNoCi9VtyF7sk58G5XO06mWfJc+mHTVgd/9rnhYw1LCBCU1fOKwDIt+Y5yoQ7RtrHWR3bmOyrVRT9sSW3JTlMxp5XbLtR23SSL+zbj5wnV1Lg6JtcliWNd45PXa8c273sf0GxOJ23ccUxD+V8kWXld73TOhOiD9PUl2VlPEV9diX3W4GKQTNdm9PyKK7QZtbEIfdFRf0vmjey/QAEasbJ9UD+PnH+jSHXn6K+FFuHHPtROT8B7XbnXFbuE+U+t3ZQfZd40o0XHPEEOvpm/zcmsJ5L2XP5pwAAYU7riqiyC028czps5cqVsFgsbo++9OrVCwCwdu1aZGRkoHbt2iW2k5iYCABu2+nduzcAYMmSJXjkkUfU4UIIDB06FKdOncJ3332H4ODgMvffmUdHglasWAEAePnll3Hq1CkUFhbCZrO5fHbt2oXAwMCrtEZERERl4Y0XqK5btw4A0LJlS5dxMTExaNy4McxmM7Zt21ZiG/n5+di8eXOJ7XTs2BEAsHfvXmRlFf2xvnz5cvz666+Ij49Xn0/oCY+SoKioKNSvXx+vvPIKYmNjNS9Idda9e3cMGjTIk0kRERFRJcnOztZ8TCZTiWX37t0LAIiNjXU7Xr4hYt++fSW2ceTIERiNxhLbkW0IIbB//351+MyZMwEAAwcOxIsvvojbb78dTZs2RY8ePbBo0aJSnZly5lES9PTTTyM3Nxdms/mqZZ2fHE1ERESeUyrgP8D+OJvIyEj1U9LvbKPRiNxc++ni4q/DkuSbIdLT00vs98WLF9Wf3bXj/Eot2c6+fftw4sQJKIqC5ORkPPDAA9iwYQN++OEHmEwmTJ48GY8++mjJM8sNj5KgJ554AiNHjsT7779/1bIDBgzwZFJERERUjLwmyJMPAJw+fRpZWVnqp6QLmzMyMtSfS7ogWaezpxbySE952pFtOLezZcsWAECnTp2wdOlStG7dGoD9sTtr1qyBTqfDokWLsH79+hKnW5xHl28tX74cN9xwAxYtWgSbzeb2jfIWiwW//vor0tLSPJkUERERVZKIiAhERERctZzBUHTDREmnnuTZoZiYkm/EuFo7zmeYZDtnzpwBADRu3NilfOvWrTFgwABs3LgRy5Ytw5AhQ64UhsqjJGjevHk4cOAAAGDHjh0llhNC1Ii7w4iIiKqTqn5tRkxMDAwGA8xmM/Ly3N9lmJmZCQBuD4xIDRo0UH/Oy8vTnP5ybsO5nexs+52rJSVrd9xxBzZu3IjDhw9fNQ7JoyTopZdewrBhw3D99dejefPmCAwMdEl2jEYj9uzZgxMnTngyKSIiIipGPvLQk/plodfr0a5dO+zbtw/nzp1zWyY1NRUA0Llz5xLb6dChAxRFgRAC586dc0mCZBsGgwFt27YFANSta39EikyGipMXWJfl4miP3yJ/66234n//+98VyxmNRtSv7/osBiIiIio/HTw8ElSOJ0YPGjQI+/btw6FDh1zGpaenIysrC2FhYejXr1+JbURHR6Nnz57YsWMHDh06pCY6kjxw0rdvX/VBij169AAAt9MFoD4zSF4rVBoevzbjjTfegMViKXH8vn37oNPpsGrVKk8nRURERF42ceJE6HQ6bN261WVccnIyAGDo0KGa637cmTRpEgBcsZ1Ro0apw2699VbExMTg77//dnvKS76q47777itlJBWQBHXv3h0BASUfUAoPD8fNN9+Mrl27ejopIiIicqZ4dodYeV4dFhcXh0mTJuHgwYMuzwJKSEhASEgIZsyYoQ5LSkpCr1698O6772rKjh07Fh07dsSqVas0d5KZzWZ88cUX6NChA8aMGaMODwsLU9t96623XPqVkJCAjh07ahKnq/H44d6XLl3Ctm3bkJWVBZtN+1h1m82G9PR07Nu3D2PHjr3qaTMiIiIqPedn/ZS3fnnMmTMHu3btwiOPPIL169cjOjoaCxcuxLfffovExETNU6Dnzp2LnTt34vDhw5gyZYo6PDAwEJ9//jn69++PqVOn4t1334XZbMakSZNgs9nw5ZdfurxtYsqUKfjtt9+QkJCAbt264YknnoDVasXLL7+M06dPY9u2bVc8MFOcR0nQrl27MGjQIM0jrd0RQmDPnj2eTIqIiIiqibCwMCQlJeGll15Cjx49oNPp0KFDB+zatQudOnXSlB05ciS2bt2KBx54wKWdDh06IDk5Gc899xzi4uIQGBiI2267Dfv370e9eq7vagOATz75BJ07d8Z//vMfvP7666hTpw5uuukm7N+/v8zXH3uUBL366qvIzc1Fv379EBsbi02bNuHWW2/VlPn+++8xdOhQjB071pNJERERUTFVfYu8s/DwcMyfPx/z58+/YrnRo0dj9OjRJY6Pi4vDmjVrSj1dnU6Hp59+Gk8//XSp65TEoyRo586d+OGHH9C/f38AwOuvv45+/frhxhtvVMssW7YMW7ZsUd8IS0RERBXDG2+Rr0k8ujC6Vq1aagIEABMmTMBHH32kKTN27Fh8/fXXWLhwoSeTIiIiIqpQHiVBkZGRmhekNWzYEEII9Q2zgP2wVUBAAObMmePJpIiIiKgYXQX85888Oh02ePBg9OrVC3379lWv0p4+fTruuOMOLFy4EE2bNsXcuXNx6dIllzvHfJFFFKLQZlK/B+mDAACBOvuzEORBRauwOobbx1tsRe9ACdTZr3RXFPuKJ2CfLzpF7xhubyXLfEmtI6/ezzTbXzind5QVKPmpmKEBtQAA+ZYcAECB1f54c5ujb2EBEZrpuVO8/YjAaJcy2YWXSxx3NeWpUxIZJwCEBoQDALIc80tGEWWoXeZ2awVGXrVMhsn+ZNPaQfYL8iw2+3OzcgrtNwyEB0a51JF90ynaHVCkwf6OnHxLrjpMLofooLqacTmFmZrxBsf65kyuV2GOeSLXIbkeOjNb7et2vmNdaRzaHEDRMtYrAZq2AOCi8TwAoG5wQ3ufHO/7uZBvnyd1gu2Pu08ruKDWCdaHAAAahNif7ppacNbRrvZR+M7zXm5Tks2x3QQ4tj25jJ3XWfmznP9yHZFrfJ4l2+107XVtmjqhTjG7lBVy36Y46uRqxtsc4+U26NxfuT0G692/iFJxWj9kO3J6cozsW57TNiBjk/sO+QTdonUy0qVPktyfWYXF7fAQfZjLdOS6Ief5ZZP9DeEGfbCjraLlJ/dfxWO02izFhhftm9Tl6ohDbjdy/ZZ9dZ5fcrnLPhZN376dFNoKARSt3wBgtBZo+phhsv+RXytQ7lMuO+ZB0fJqFNpU03668QKqEk+HecajJOi5557DunXrkJCQgC+++AKPPvoorr32Wjz66KO48847NTO3LA8vIiIiIqpsHiVBBQUFePjhh1GrVi107NgRer09e3766acRFRWlvl1+0KBBePHFFyukw0RERGTHI0Ge8SgJuvXWW3Ho0CGMHj3a5f7/iRMnYuLEiR51joiIiEqmc7xC1ZP6/syjJEheFH3XXXdVSGeIiIio9HgkyDMeXRY+f/58xMTE4O67775q2bi4OE8mRURERFShPEqChg8fjq+++gqPPfYYjh075raM0WjE0qVL8ddff3kyKSIiIipGPjHak48/8+h0WGRkJHJz7beDLl26tEI6RERERKXjrReo1hQeHQn65z//CSFEqT5ERERE1YlHSdCTTz6JmJgYHD9+HIWFhbDZbC4fq9WKrVu3+v3FV0RERBVNp+g8/vgzj06HxcbG4rHHHsM111xTYhlFUXDjjTfyYYlEREQVjHeHecbjFPDVV18tVblVq1Z5OikiIiKiCuPRkSAiIiLyJs8ujIafXxjNJIiIiMhHeXqbu7/fIu/fV0QRERGR3+KRICIiIh/F5wR5hkkQERGRj9Ipnp3S0vl3DsQkqCyC9aFwfuxjhvEiACA0IAwAoFP0AIAAXSAAwCosAACL41/ZBgAIYQMAFNrMAIDooLoAgJzCTABApCFGrZNnyQYAhAVEaMrolQDH9yx7m7CpdRTHmU45LEBd1EqxNvRXjVtO352IwGgAQL4lBwAQGhBeYl3Z/3yL/SnjVmEFAIQHRgIAsgsva9q8EhmzrCvg+kDOSEPtq7YjlWXaxdUOqg8AyHX0KdCx/IvPC+fpyP7KeVJ8vLNAnQEAkOeYx3K90jmWsfyu/YvO/rNcR2TdKMc8kcvLJorWmSB9iGa6ch7LeZJlvuTSt7rBDbXfQ+3rd4BjvaobUtfRR6taJjLIvswumdIAAAZHfFJqwVkAQP2Qxuowiyi0xyPs7cp5YrU5Yle08QJF80Ou6/K78/YIAJdNF9Wf5XYo54vN0e+S1m+gaFnK563IbVuuke7+0pbbpYxD9lHuO+R0dU7bp2wlzLHOy/Wt+LbgTC73sIBajjjs216BNU8Tp3M/FUfP5UNuZZ8sjnmdbStaR2U/A3VBbuvIdVPzwFzHspLzzWKzL1udus/Stg0AAY7lKtcDWVYu9+LbgjNLsXVEtiv3vTGOZW7vp31+mGwmAECkIcr+3WoEANRyLH+TzegyndSCM47p6GBz2hdXNkXRQfHgWT+e1K0J/Dt6IiIi8ls8EkREROSjeE2QZ5gEERER+SjeIu8Zng4jIiIiv8QjQURERD6K7w7zDJMgIiIiH6WDAp0H1/V4Urcm4OkwIiIi8kt+lQR99913UBQFn3zyibe7QkRE5DF5OsyTjz/zm9Nh6enp+Oc//+ntbhAREVUYPizRM34T/eTJk5Gbm+vtbhAREVE14RdJUGJiIlJTU3Hvvfd6uytEREQVRl4Y7cnHn9X4JOjs2bN4/vnnkZCQAJ2uxodLRER+hNcEeabGXxM0YcIEzJgxAy1atPB2V4iIiCqYZ6/NgJ8fCarRSdAHH3yAkJAQTJgwoUz1TCYTTCaT+j07u+S3qBMREZFvqrFJ0IkTJ/D2229j+/btZa47a9YsvPrqq5XQKyIiooqjwMMnRvNIUM1js9kwbtw4zJ8/H/Xq1Stz/enTp2Pq1Knq9+zsbDRp0gRWYUOQ0+2EwQEhAIA6wQ0AAFnmS5p2dI5LrgKUotlstOYDAGoH1deUvWS6CAAI1Blc+mOy2o9KhTmasdgKHWXtK69NWAEAekWv1im67dH+r84xrtBmtvdJFwgAEMKm1sktzLK3B5uj3/YyBdY8t30GgOzCywCAiMBoAEBOYSYAIDwwytFXi0ud0IBaLsNKkm/JsbcjLJrphAdGasqFBUSU2KeS5DnadldWtmF2zHu5jN3JMmcAACINtTV9zrPYjyA6z4NIQ4ymTnFF8zFLHSaXt1y+cr2SyynKUMclHllHOMoojjr5llzHcLtaTvNRrr96XYCjDfu6IueF7LtcV+190mlirx0SCgB49YcvAABv3jERANC5dhe1zmWTfToxQe63zfohjTX9AQCDLsgeh6Jd5+U80Dt2ZTan9Vm+GFKui3K5KELRtBXh6DtQtMzk9iKnExoQ7hjvWB8d8xco2pYks2O+yT7L9V22DRRtd46uOG2PQvsviuKR24BcN3SOeW9zDHde/lah3e7kOHVfAXt8zr/+rOp+xN5uoOyTura4CnTEKKfnvD9xjsv5NmwZk5yeXDfldzlezgMAsCnadmXHdUK2CZfpZJrT7WWKLUs5vQDHeu68PsuWDI79sOyTjKNQ2Jd7jrloWTaw/xpA/ZBYAEBKznHkFeahqvCJ0Z6pkUnQW2+9hWuvvRZ33XVXueoHBQUhKCiogntFRERE1UmNS4IOHDiATz75BLt27fJ2V4iIiCoVH5bomRoX/YIFC3Ds2DFERES43AaYkJAAABg/fjwURcGDDz7o3c4SERF5QKmA//xZjTsSVK9ePbRp08btuPPnzyM7OxsNGjRAZGQkGjZsWMW9IyIiouqixiVBs2bNwqxZs9yOe/DBB5GQkIBZs2bxKBAREfk8RYFnd4f594GgmpcEERER+QtPT2n5++mwGndNEBEREVFpMAkiIiLyUd58d5jZbMbs2bPRpk0btGrVCv369cPWrVvL3M6FCxfw8MMPo2XLlmjRogVGjBiBU6dOlbr+mTNnEB0dXa7LXPwqCfrkk08ghOD1QEREVCN46y3yJpMJt99+Oz799FNs3LgRf/75Jx5//HEMHDgQq1evLnU7KSkp6NGjBzIzM3Ho0CGcOHECjRo1Qo8ePXDs2LGr1hdCYMKECcjMzCxXHH6VBBEREdUk3joSNG3aNCQlJWHZsmVo2rQpACA+Ph7Dhg3D+PHjkZKSctU2rFYr4uPjYTab8fHHHyMkJAR6vR5z5sxBcHAwhg8fjsLCwiu28f777yM5OblcMQBMgoiIiKgMTp48iffeew/t2rVDz549NePGjh2LvLw8TJ8+/artrFixArt370Z8fDzCwsLU4Xq9HiNHjsSBAwewdOnSEuv/8ccfeOutt/DCCy+UOxYmQURERD7K85NhZU8DVq5cCYvFgj59+riM69WrFwBg7dq1yMhw/45EKTExEQDcttO7d28AwJIlS9zWtVqtGDduHN555x00aFDyux2vhkkQERGRj/LG6bB169YBAFq2bOkyLiYmBo0bN4bZbMa2bdtKbCM/Px+bN28usZ2OHTsCAPbu3YusrCyX8W+++SauueYaDB06tMz9d8YkiIiIyM9lZ2drPiaTqcSye/fuBQDExsa6HR8VFQUA2LdvX4ltHDlyBEajscR2ZBtCCOzfv18zbv/+/Vi2bBkWLlxYYvulxSSIiIjIR1XUu8OaNGmCyMhI9VPSmxeMRiNyc3MBFCUqxUVGRgIA0tPTS+z3xYsX1Z/dtSPbKN6O2WzGuHHjsHjxYk2Z8uITo4mIiHyUTlGg8+BZP7Lu6dOnERERoQ4PCgpyW975Op/Q0FD3bersx1fkkZ7ytCPbKN7Oyy+/jFtuuQU333xziW2XBZOgMrEhRF90BXuhTXu4UEAAAHSOA2wW4Xprn17RAwCyCy8DAKw2CwAgJqguACDNeA4AYLTmq3WC9MEAgIvG8wAAg84AADDbzACAYMd4m7CpdXSKvQ/CMUztm2O42Wrve4Au0Ck6e9niF8oF60MAADmF9vOy4YFF2Xegoy/F54GMT+eIFwDyLNmaslZhBQBEBEY7pqtopuM8Ldlepll7oV2AYl+Fnc9rFzrmS5ajrCjW17CAcM2/zu3rHe3JPiFQO96ZXJY6R50s8yV7nxzzVMZjc8TpTKi90pKxO9cJ0AVo6tQK1P71k2+x/1Um43aetlyWsq6ijtdOzx6HTjNW75iubCOnMFNTFwAiDbUBAOnGCwCAM9n29vb/egQAsLHDLwCA9tEd1DoGvXbnKuetXFdlm87LVPZfruNyOSmO4VZh0fTVWdFyCdDEGR4YBQAosOY5ldYuswDHOiPXuyhH3/ItOWoNuR5bbHJ7F5o+58pliqLtU7ZbtH06pu7oW6HVviydt6+imBVHHUddIVzal8NkzEXxBDr6atH0FXDaZxT1ptj07G3onOax7H/RembTxuFYJ/VK0X5GTlP2Qe5f5C9j2XfnFc1WLFZdseUsl7+cRwBgcMRqthkdZayOMormO1C0rWUY7UcnGoc11fRb7ruCdMHF6rpqEd4a2SK7xPHVVUREhCYJKonBULROqsuqGLPZvtxjYmLK3Y5sw7mdX3/9FevXr8fOnTuv2s/S4ukwIiIiH1VRp8NKKyYmRk1g8vLy3JaRDy6sU6dOie0439Hlrh3nhx/WqVMHeXl5eOihh/DJJ58gODi4TH2+EiZBREREPqqq7w7T6/Vo164dAODcuXNuy6SmpgIAOnfuXGI7HTp0UKftrh3ZhsFgQNu2bfHVV1/hyJEj6N69u0v/x48fDwBISEiAoiho3rx5qePh6TAiIiIqtUGDBmHfvn04dOiQy7j09HRkZWUhLCwM/fr1K7GN6Oho9OzZEzt27MChQ4fQtm1bzfgTJ04AAPr27YuwsDDUqlULbdq0cdtWVlYWLly4gIiICDRs2BCNGzcudSw8EkREROSzPH1QYtnTgIkTJ0Kn07l9Wap8hcXQoUM11/24M2nSJAC4YjujRo0CANx77704evSo24+8k02W+emnn0odC5MgIiIiH+WNhyXGxcVh0qRJOHjwoMuzgBISEhASEoIZM2aow5KSktCrVy+8++67mrJjx45Fx44dsWrVKs0dYGazGV988QU6dOiAMWPGlLl/ZcEkiIiIyEd56y3yc+bMQffu3fHII4/g0qVLEELg3Xffxbfffovly5drngI9d+5c7Ny50+UdX4GBgfj8889hsVgwdepUWCwW5OfnY8KECbDZbPjyyy8RGBhYfNIVikkQERERlUlYWBiSkpLQu3dv9OjRA3Fxcdi0aRN27dqFYcOGacqOHDkS4eHhGDdunEs7HTp0QHJyMlJTUxEXF4cuXbogKioK+/fvL/EaoIrEC6OJiIh8VHlPaTnXL6/w8HDMnz8f8+fPv2K50aNHY/To0SWOj4uLw5o1a8rdjwcffBAPPvhgueoyCSIiIvJR5XnWT/H6/oynw4iIiMgv8UgQERGRj/Lm6bCagEkQERGRj7KfDCv/SR2eDiMiIiLyQzwSRERE5KN0igKdB6e0PKlbEzAJIiIi8lG8O8wzPB1GREREfolHgsrAZDUh35Kjfjda7e86iQmqBwBO+bT9J52iBwDYhE0dY7EVOsYJAIBA0ThndYMbugzLsKXaW1fsuWuA41+rsDr+tahldULmt4rj/0qxvgjNcPvP9jp6R78l2b4cn+c0D2R9OSxACXS0Llz6JFc32Qe9Yv9+yXRRM71gfbD6c5b5kiNm+3QCdfYX8sn5aHPMv6J4i8pIOke/ZZ08S7amH86x2Ryx5ltyAQAma0GxeKwu05H/ysPKsg1ZJ8CpPzmFWY6y9nmcbrzgaEM+Gl5x1Cl6VLzJsZ7JJRXmstUKl3gCdAGOMTbHOLm87WoFRgIAch39sZe1j7XYzJp+W4V9vsnlZXNaZ9OM5xzt2utGBTuWXZ69Tvva9kfnBzkt0zzHvJXk+hYWGK0ZLpcXnHou4yq0mQAUzUeLzeKYTpBaQy4rWab4epxTmOkYXrSOGnTBmjpyfukUue7b152wgAi1TtE8FJq6cj2Qyy80IAzFyW250DHPdY55bHDEIZebvS9yn6Gdjl7dlzi3K5el3N/I+eaYjlzf4dy+o45jfqjL27FeCce/VqflL8vIqRdfR3TF9iXO1G3ZsX7J6chtQbt9Ko6p2IeZHcs/UBfkmK6c50XLsuhnRROz3KblvNc5HQvQF1ufMh37n2B9iGa6+dZ8l3h+u7gNANAyojWyTTku4ysL7w7zDJMgIiIiH8XTYZ5hEkREROSjeCTIM7wmiIiIiPwSjwQRERH5KJ3jP0/q+zMmQURERD6Kp8M8498pIBEREfktHgkiIiLyUbw7zDNMgoiIiHyVh6fDwNNhRERERP6HR4KIiIh8FE+HeYZJEBERkY9iEuQZng4jIiIiv8QjQURERL5KUTy7uNnPL4xmEkREROSjeDrMM0yCiIiIfBSfGO0ZXhNEREREfolHgspAARCgC1S/622FAIDUgjMAgNCAcACATVgAp7K5hdlqnVqBEY5hOY46oQCAM3kpjvH2NtKNF9Q6gY52LDZ7u/KFd/nWPABAlCHGPlwJUusICEdfbPa6wt5XIbTDrcKq1tE5/iKQw3SKNkfWK3oAQKHNpA6TMeoc42T7V/rbQrYj/wIJ0GlXQ9k353Zl32yOvhW1odMMt0/bXlbOA9kXOR8LrPkAgBB9qFqn0GZ29MWg6Zu+WN90omieFI8x32JfHqEBYQAAo7UAAGDQFS0Xq2Pd0Cv2vhj09nHCEbNNnfdFdWS/Zd3cwixNH+U8l/PE+WerOr8CHO3bHH3Ntdd1zCPnn2XMMj7Zvslm1EzXeTp5hfb2hra+FQDwftYqAECG0d5Xs9M6I5fPqdw/AQDRQbUBABeN5x2x2+dxgFI0761O64QzOU8CHcvNJoTbckDRdmNRl4Fct4rmm5z/cl7If2VduUyFcJ1vcr2SyzvQabk7T9e5vpyXsv/F27A49jFA0bqptudYHii2vtuHKJpxesc8NTvas8FWrBxghVUTq5y3iuO7nE/O25pcv2QchY725TKU7StKUd/kOujannaLco5H7vtkiYBi24Rs03kbkOOyzJkAgCDHtibnrZwHztOJCapjn55jfyn3x0aLfbkHOvbXrcLj1Donsg8DABqENnK0URcBQdplX5l4OswzTIKIiIh8lALPEhn/ToF4OoyIiIj8FI8EERER+SgFHl4Y7efHgpgEERER+SheE+QZng4jIiIiv8QjQURERD6KR4I8wySIiIjIR/FhiZ6p0afDhBD48MMP0blzZwQHByMmJgZ33303fvvtN293jYiIyGNKBfznz2p0EvTwww/jkUcewYEDB2CxWHD58mX897//RZ8+ffDVV195u3tERETkRTU2Cfr++++xdu1aJCQkIDs7G0ajEV9//TXq1q2LwsJCjB8/Hunp6d7uJhERUbnJ02GefPxZjU2CPvnkE2zcuBEPPPAAwsPDERAQgLvvvhsrVqwAAGRnZ+O///2vl3tJRERUfjwd5pkamwTddNNN6NKli8vwAQMGoGvXrgCAixcvVnGviIiIqLqosUnQ448/XuK4uDj7y++aNWtWVd0hIiKqcDwS5Bm/vEU+PT0dQUFBuP32292ON5lMMJmK3nqdnZ3tthwREZE38RZ5z9TYI0Elyc/PR3JyMh566CFERUW5LTNr1ixERkaqnyZNmlRtJ4mIiKjS+V0S9NFHHyE8PByvvfZaiWWmT5+OrKws9XP69Okq7CEREVHp8HSYZ/zqdFhGRgZef/11JCQkICYmpsRyQUFBCAoKchkeEhCGnMKiU2MGnb2MothzSZO1wD5cbx+eb8kDAOiVotmcW5hjn4Zetq842g7VlA3QB6p1Cqz5AIBAnQEAoHNMr1ZABADAJmyOunq1jnC0q3Os3yarRTNdBfb2zTazWkdxrA4C9vaEsA/XOXJlq7Da+6YLdKqjOPpg1cRjFRa4Epr+Ko52AxR7e4U2+ylIvd6g1rDYCh3/aqdd1IbQ9MMes71duVyELKvI6ck4RVEcso6jHYvNoilb6JhPeqUodjkdKTQgTNNGsD7EpW9Ql4v9X7lc9MXaktN3Jqctey1blYez9Sha/jbHwpPrRPHlYXWM18wDR4syVudxQNH6Z7IZ1WHqfNHZp/Pz2Z0AgIjrGgMAPt+VDAAY02akWkcuwwCdfd6aHcu90LGsQx3bgsWpz3JbK1oO9unJdSffat/WgnRF261ct4P0wY55ItcZOd7kaDtYrSNjE475I7dlOVyuDzbHNmLvS4Cj37UAAAWWfO303JxukPNWrptCjcfelly3tOuY3H6025osUzTceRu217EIWVbvUlaS7chtTsaVa7Hv8+T+xnmtUIqtjTqXbU6vaRMomnfBOrkd2suYrSa3bTgPKz4n5Ty2iEJHOcVlnNznmRzty+FyfZP7aQCoH9IQQNF6ZXTse+V6IOsUOu03M4z2R600rdUcAJBuvIAcYw6qiqeJjL8nQX51JOif//wnnn322RKvBSIiIqLSMZvNmD17Ntq0aYNWrVqhX79+2Lp1a5nbuXDhAh5++GG0bNkSLVq0wIgRI3Dq1KkSyyclJWHAgAEIDw9HWFgY+vTpgy+++KJcMfhNEvTGG2+gadOmeOaZZ7zdFSIioorh6YMSy3lhtMlkwu23345PP/0UGzduxJ9//onHH38cAwcOxOrVq0vdTkpKCnr06IHMzEwcOnQIJ06cQKNGjdCjRw8cO3bMpfxnn32GgQMHYtOmTTAajep1viNHjsTTTz9d5jj8Ign69NNPcezYMcybN8/bXSEiIqpASgV8ym7atGlISkrCsmXL0LRpUwBAfHw8hg0bhvHjxyMlJeWqbVitVsTHx8NsNuPjjz9GSEgI9Ho95syZg+DgYAwfPhyFhUWnUi9evIjHH38cL7zwAs6fP4/CwkLs3r0bPXr0AAC88847+OGHH8oUR41Pgr766it88803WLp0qcu5eavVyoueiYjIZ3njtRknT57Ee++9h3bt2qFnz56acWPHjkVeXh6mT59+1XZWrFiB3bt3Iz4+HmFhYepwvV6PkSNH4sCBA1i6dKk6/PPPP8frr7+O1157DQ0aNAAAdOvWDevXr1ev8/3ss8/KFEuNToK+/vprJCQkIDExEQEB2mvAL1y4gAcffBB//fWXl3pHRETke1auXAmLxYI+ffq4jOvVqxcAYO3atcjIyLhiO4mJiQDgtp3evXsDAJYsWaIOMxgMmDx5skvZunXrYty4cQDK/iaIGnt3WGJiIh588EHUqlULjRs31owzm83IyclBkyZNsHz5ci/1kIiIyDPeuDts3bp1AICWLVu6jIuJiUHjxo1x9uxZbNu2DXfddZfbNvLz87F58+YS2+nYsSMAYO/evcjKykJkZKTbBEgq75sgauSRoHXr1mHs2LGwWCzIzMxERkaG5pOTY799ceTIkX7/tEwiIvJdFfWcoOzsbM3H+a0Jxe3duxcAEBsb63a8fBDxvn37SmzjyJEjMBqNJbYj2xBCYP/+/VebDUhPtz+q4O67775qWWc18kjQHXfcAZvNdvWCRERE5PJmhBkzZuCVV15xKWc0GpGbmwsAJb51ITIyEkBRYuKO82krd+3INq7WjvTjjz+iY8eOGDRo0FXLOquRSRAREZE/qKh3h50+fRoRERHqcHcPDAaguc4nNDTUbRmdzn6SSR7pKU87so2rtQMA+/fvxy+//ILNmzdr6pUGkyAiIiIfZb/J3ZNrguwiIiI0SVBJDIaiJ/rLJ5IXZzbbn6h9pTczXK0d2cbV2gGAp556CtOmTcNNN910xXLu1MhrgoiIiKjixcTEqAlMXl6e2zKZmZkAgDp16pTYjrzFvaR2ZBtXa2fBggUIDw/HzJkzr9TtEjEJIiIi8lFV/QJVvV6Pdu3aAQDOnTvntkxqaioAoHPnziW206FDB/VUnLt2ZBsGgwFt27Z128aWLVuwdu1arFixosynwSQmQURERD7KGw9LlBcfHzp0yGVceno6srKyEBYWhn79+pXYRnR0tPqgRXftnDhxAgDQt29fzYMUpd9//x0vvfQS1q5dW+K1SaXBJIiIiIhKbeLEidDpdG5flpqcnAwAGDp0qOa6H3cmTZoEAFdsZ9SoUS7jjh8/jkcffRSrVq1CdHS0y/jSvLJDYhJERETko6r6dBhgfzDhpEmTcPDgQZdnASUkJCAkJAQzZsxQhyUlJaFXr1549913NWXHjh2Ljh07YtWqVZo7wMxmM7744gt06NABY8aM0dQ5fvw4JkyYgM8++0xzXREAFBQU4J133sGnn35a6lh4d1gZnM8/g7pB9dTvQXr7LYQmq33hhQXUAgBYbPYXvhl0rlmwTrHP8gKr/UIwq7ACKLo6PrfQ/iDHkICiw3tBOvt0jI7pCJ2jDUs+ACA80H5Ff6Gt6Gr6QMe0bcLmmK59RT+T9zcAoH5IQ810AUA4tgWdIzfWKfZ/1RJqW3q1jpym3JACdIGO4fayeqeyNse0ZLvFNz6ro32bY55of5ZlZRv272ar/YFeQfpgp3bsdRRHe7KPweo8dd3o5Xww2uzzNFCnvT1UcfTZuW+yD7KuLGMRFkdZm8vUzI6+BDrmk5w/8l+zY/oBCCzqmyNmm6PdouF6zXed0980Fsd0bJB90C4fq6Mt7bK0r7dyXuZb7OuoXI8totBlHsh+pxXYz983CLNfwNj7Ovs1A6GO19XIddde36ZpP1gf4uiLdn46r896x3Yjl63sd77cjmz2eKxKgFMd7fyR67GlWJxWUfSCRrk+6XXaXaPBsT7IZeE8r+X8kMPkfqDAal+WesdyUpzqWIU9tiBdsCZWud3KOOUyscdj0/RNOOaj2Wbvc4BStM7IeSwFOOaLbM/imF9BjnlvryPnkGPbktuNo4yc187kODnf5HKR64rOEYdc3+39Fpo6Mh55WkYuH+d1Ri7LYMcyyzZnAijaT8p4skyX1To6nb2OXH8zzZc1092dtg8A0LN+d7XOyVz7a5Sa1moOADiRdRwAUDfEvt/PKcy299Vpqz6Td1bTx33pB1CQW4CqUlG3yJfVnDlzsGvXLjzyyCNYv349oqOjsXDhQnz77bdITEzUPAV67ty52LlzJw4fPowpU6aowwMDA/H555+jf//+mDp1Kt59912YzWZMmjQJNpsNX375JQIDi9adAwcO4LbbbkNubi66deum6Y/VakV2djZsNhv++OOPUsfBI0FEREQ+yhtHggAgLCwMSUlJ6N27N3r06IG4uDhs2rQJu3btwrBhwzRlR44cifDwcPX9Xs46dOiA5ORkpKamIi4uDl26dEFUVBT279+PNm3aqOXOnTuH/v37IzU1FXl5eS5vgsjMzITNZkPPnj1xzTXXlDoOHgkiIiKiMgsPD8f8+fMxf/78K5YbPXo0Ro8eXeL4uLg4rFmz5optNGrUCJcuXSpPN6+ISRAREZHPUuDuFH/Z6vsvJkFEREQ+iimQZ3hNEBEREfklHgkiIiLyUd66O6ymYBJERETks3hCzBM8HUZERER+iUeCiIiIfBSPA3mGSRAREZHPYhrkCZ4OIyIiIr/EI0FEREQ+ineHeYZHgoiIiMgv8UgQERGRj/LkJaiyvj/jkSAiIiLySzwSRERE5KN4JMgzihBCeLsT1V12djYiIyORlZWFiIgIb3eHiIiqsar4nSGn8VfqcYRHhJe7nZzsHLSs39pvf7/xdBgRERH5JZ4OIyIi8lG8Rd4zPBJEREREfolJEBEREfklng4jIiLyWZ7dHebv7w5jEkREROSz+AJVT/B0GBEREfklHgkiIiLyUTwO5BkmQURERD6Kt8h7hkkQERGRz+KxIE/wmiAiIiLySzwSRERE5KN4HMgzTIKIiIh8mr+nMuXH02FERETkl3gkiIiIyEfx7jDP8EgQERER+SUmQUREROSXeDqMiIjIRykevkDVs5ev+j4mQURERD6LN8l7gqfDiIiIyC/xSBAREZGP4nEgzzAJIiIi8lG8Rd4zTIKIiIh8Fo8FeYLXBBEREZFfqvFJkNlsxuzZs9GmTRu0atUK/fr1w9atW73dLSIiIo8pFfDxZzX6dJjJZMLgwYORmpqKjRs3omnTpli9ejUGDhyIxMRExMfHe7uLREREHuDpME/U6CNB06ZNQ1JSEpYtW4amTZsCAOLj4zFs2DCMHz8eKSkpXu4hEREReUuNTYJOnjyJ9957D+3atUPPnj0148aOHYu8vDxMnz7dS70jIiLynLw7zJOPP6uxSdDKlSthsVjQp08fl3G9evUCAKxduxYZGRlV3TUiIiKqBmpsErRu3ToAQMuWLV3GxcTEoHHjxjCbzdi2bVtVd42IiIiqgRp7YfTevXsBALGxsW7HR0VF4ezZs9i3bx/uuusuzTiTyQSTyaR+z8rKAgBkZ2dXUm+JiKimkL8rhBCVPq2c7FyPXoKak51bgb3xPTUyCTIajcjNtS/YqKgot2UiIyMBAOnp6S7jZs2ahVdffdVleJMmTSquk0REVKPl5OSov2sqmsFgQIMGDRDXvLXHbTVo0AAGg6ECeuV7amQS5HydT2hoqNsyOp39TKDRaHQZN336dEydOlX9brPZcOnSJdSuXdsnLiLLzs5GkyZNcPr0aURERHi7Ox5jPNUb46neGE/VE0IgJycHjRo1qrRpBAcHIyUlBWaz2eO2DAYDgoODK6BXvqdGJkHOGW1JhyPlihMTE+MyLigoCEFBQZphJR1Rqs4iIiKq7U6iPBhP9cZ4qjfGU7Uq6wiQs+DgYL9NXipKjbwwOiYmRk2E8vLy3JbJzMwEANSpU6equkVERETVSI1MgvR6Pdq1awcAOHfunNsyqampAIDOnTtXWb+IiIio+qiRSRAADBo0CABw6NAhl3Hp6enIyspCWFgY+vXrV9Vdq3RBQUGYMWOGyyk9X8V4qjfGU70xHqKSKaIq7uHzgj/++APXXnst2rdvjwMHDmjGffvtt7jrrrvwwAMPICEhwUs9JCIiIm+qsUeC4uLiMGnSJBw8eBD79u3TjEtISEBISAhmzJjhnc4RERGR19XYI0GA/aLofv36ISAgAOvXr0d0dDQWLlyIZ599FomJiRg2bJi3u0hEREReUiNvkZfCwsKQlJSEl156CT169IBOp0OHDh2wa9cudOrUydvdIyIiIi+q0UeCiIiIiEpSY68JIiIiIroSJkFE5ZSSkoLdu3fDarV6uysekweEeWCYiPwJk6BqyGazebsLFSovLw///ve/XR5V4KsKCgowe/ZsvPHGG7BYLNDr9d7ukkfy8/ORlZUFAD7xbryrsVgs3u5CheL+gKjy1OgLo33RsmXL8OuvvyI4OBidO3fGzTffjFatWnm7Wx75+uuvMWPGDOj1erRo0QLh4eHe7pJHVq5cicLCQnzwwQcICPDtTeiNN97A6tWrERoaiqysLEyZMgV333036tevDyGEzyVFb7/9NrZt24bo6Gh0794dgwYNQlxcHAD4ZDzcHxBVMkHVwo4dO0TXrl2FoiiaT4sWLcT3338vbDabt7tYbv/+97+Foiiia9euYvPmzd7ujkf27t0runbtKn7++WchhBBWq9XLPSqf7du3i3bt2onBgweLXbt2iWXLlolBgwYJRVHE888/73NxnT17VvTv31/cfffd4ocffhATJ04UdevWFVFRUWLGjBmioKDA210sE+4PiKoGk6BqIDU1VfTq1UsoiiI6duwoHn/8cdG9e3cRFRUlFEURgwYNEnv27PF2N8tM/iKdOnWqiI2NFTqdTjzyyCMiNTXVyz0rv9dee02MGTPG293w2MMPPyxefvllzbALFy6Izp07i06dOokLFy54qWflk5iYKO666y7NsI0bN4rOnTsLRVHEww8/LC5evOil3pUN9wdEVYfXBHmRcFyEumHDBuzatQuvvfYaDhw4gIULF2Lbtm1YtmwZ6tatiy1btuD333/X1PEF8tRDXl4ebrzxRvTo0QOrV6/GL7/84lNxSNnZ2fjwww/RpUsXAIDRaPRuh8ppz549WLx4Mfr27QugKI769etj8uTJSElJQa1atbzZxTJbuHAh6tWrB6AonoEDB2LRokVQFAWLFy/GW2+9hbNnz3qzm1fE/QFR1WMS5EVyp7Bt2zbccMMNeOGFFwAAVqsVQUFBuOeee/Dcc8/BZDJh69at3uxquSiKgoKCAly6dAkvvPAC7rzzTly6dAnLly/HX3/95e3uldmxY8eQkZGB66+/HgAQHBwMADh58iQuX77sMxfkHj9+HIGBgTCZTAAAg8Ggjqtfvz769euHsLAwn7gg12azIScnB+fOnXOJRwiB3r17Y+bMmQCAzz77DCtXrvRaX6+G+wOiqsckyEtsNpv6S6Zhw4aYMmWKuhPU6/XquBEjRiAuLg5///03TCZTtb2w090vTJvNhpCQEFy6dAmFhYW4//770adPH3z//ff44Ycf1F9a1fGvQHfxHD9+HCaTCWFhYQCApKQk3HTTTbjlllvQsWNHjBo1Cj/99FNVd7VUnNe3Nm3aoLCwEImJiTh79ix0uqLdgBBCfZq68/DqSqfTwWQyITs7G7t27VLjEfZT/QCAJ598EgMGDMCFCxewatUqbN++3cu9dk/2tybsD9zx5f0B1VzVfy9XA6SkpOC1117Dxx9/jK+//hoWiwU6nU79JSPc3LWi0+lgs9nQqFEjdO3aFWazGUFBQdViB1FSPMXpdDpkZmYiJycHjRs3RlxcHEaNGgWDwYCEhAT1kL63d+RXi0fO83PnzgEAzp8/j7lz52LevHm4++67cdtttyE4OBhffvklRo4ciXfffRdms9krsQBXX99atWqFESNGYMWKFRg9ejSWL1+Ow4cP4/Lly8jOzsaQIUO81nd3Lly4gF9//RUAXJ7JJIRQ7wS7ePGieoREURTodDpYrVaEhITgySefRO3atfH7779j48aNKCwsrPI4pJLicd4OfGl/cKXl48xX9gfkZ6r6IiR/M2vWLNG0aVPx9NNPi1tvvVUEBweLjh07io8//lhYLBYhhBCXL18Whw4dcqkr7wB59dVXxQMPPFAt7gi5UjyS7KfNZhN5eXninnvuEX/99ZcQQoi0tDRx3333CUVRNBfmHjhwoGoDcShLPM8884xQFEXMmjVLrFixQjP+1KlTonfv3kJRFHHttdeKtWvXVnUoQogrx+O8/ly8eFH0799fc+fRtddeKxo0aCCio6NF//79xdSpU0VSUpJ6Z5U37hgzm81i6NChomXLlsJsNgshhMt2UFBQIMaMGSMURRFPPPGESE9Pd9vW2LFjhaIoYsCAAeLIkSOV3nd3rhSP/DcrK8tn9gelWT6SL+wPyP8wCapEJ0+eFIMHD9bs0NatWyeio6OFoijiySefFGfPnr1qO4888oj417/+VYk9LZ3SxHP+/HkhhFATvBMnTog2bdpo2lmzZo2IjY0VrVq1EtOmTRMNGzYUffv2rfI7ksoSjxBCfPjhh0JRFFGnTh2xatUqIYQQJpNJTQ5+//13ceuttwqdTiceeughkZWVVe3iOXfunDouJydHJCcni3feeUcMGDBAPPTQQ2Ls2LGiW7duIjAwUCiKIgIDA8Xo0aNFTk6OEKLkX3CVZeHChSI0NFQoiiLefvttIYQ2GZP9+eCDD4SiKCIuLk59fIEk18Xt27eLgIAAERQUJJKTkzX1q8rV4imN6rI/EKLs8VTn/QH5JyZBlWj69OnqBm82m9Ud7tKlS0WbNm2Eoihi4sSJJdaXO+/JkyeL1atXCyHsO23ZzuXLlyux967KGo/FYhFHjhwRo0ePFmazWeTn56vjhg0bpjkK8dRTT4mMjIxqHc+GDRtEvXr1RJs2bdS/VIv/El21apVo3ry56NSpU5UnQWWNx7nvycnJYtu2bUIIe3J07NgxMWvWLNG9e3ehKIr6S7cqk4akpCQxfPhwce+99wpFUUSDBg3E6dOnhRBF24bsj9VqFY0aNRKKoohnnnmmxHk/cuRIoSiKePHFF6smCCeliedKqtv+oKzxWK3War0/IP/EJKiSWCwWMWjQIHHTTTeJvLw8IUTRX0h5eXnigw8+EGFhYUJRFPH5558LIVx/wcgdyYQJE8SmTZs043Jzc8V3330njEZjZYei9qWs8QghxC+//CJuuukm9fv58+fFQw89pO7sDAaDmD59epXE4Kws8SQmJgohhNi3b59o06aNCAkJEW+++aZmJy6XXXZ2tpgwYYJQFKVKT7l4ur698MILYseOHZp6Qghx+vRp0a5dOxEZGSlSUlKqKBq7v//+WwhhP901fPhwoSiKmDx5sks5uZ0sWrRIKIoiateuLTZs2KCJQ5ZJTk4WiqKIsWPHisLCwiqIokhp4ylJddofCFG+eKrr/oD8Fy+MrgRCCOj1ehQWFuLSpUvIzc0FUHS3TWhoKO68806MHTsWADB9+nSkpaVBURTNhY56vR6XL19GXl6eelu29P333+ODDz5AUFBQtY0HAM6ePateaPvaa6+hSZMmWLp0KeLi4nDXXXfBZrPh0KFDOH78eKXH4Wk88rUFRqMRGzZswMGDB9U25bILDw9H9+7dERYWViXLxpN4FEWB1WqF0WjEb7/9hl27dmnqWSwWxMbG4uGHH4bNZlPv3qkq8rk/wcHBeP755xEcHIwPP/zQ5SJc+e62sWPHomfPnrh06RIWL16Mo0ePqm3p9XoIIdCwYUM0a9YMBQUFVf7Kk9LGU5Lqsj+QyhPPhQsXqt3+gPycFxOwGq2goED069dPKIoiNmzYIIQQLn957ty5U8TFxQlFUcS///1vIYTrYeSjR4+KRx99VDNs/fr1omXLliIkJEQcPny4EqMoUtZ4XnnlFSGE/fRQo0aNRIsWLYSiKCI8PFxMmzZN5Ofni8uXL4sBAwaI4OBgsWDBAs2RleoWz4wZM4QQ9gs2GzRooD6F+OTJk2pdk8kkhBBixYoVonnz5up1NNUxHrm+CWE/jVK/fn3NaSSbzabWX7t2rahdu7bXn+z7wgsvCEVRxO23364OK35R8Y4dOzSnVM6cOSOEKJoX+fn5olmzZuK1116r4t67ulI8Jaku+wN3SrN81q5dWy33B+S/mASVw9V2VPIw/MyZM4WiKKJ///5uy+Xl5YnZs2cLRVFESEiIeleL83n+1atXq7+Ajxw5Iu6//351J3/bbbdVyC+myorn8uXL4r///a/6uP+RI0eKvXv3auosXbpUBAYGitjYWHHw4EGPY6nMeNLS0oQQQsyfP180atRI6HQ6MXr0aJcLQZ977jnx5ptvlqovpVHZ65vZbBY333yzaN68udu72p599lmXV2x4orzz5MKFC6Jly5aaU5TOfzTIdufNmycaNWokAgMDxRNPPKFpIzU1VfPut4pQWfG4m0Z12B+UpDTxrFixQtSuXbtK9wdEV8IkqAyysrLEG2+8IbZv337FcnInsnHjRhETEyMURRH//e9/hRCuO4U9e/aIHj16CEVRxPz5813amD17tli5cqV4++231Tt2YmJixNKlS6t9PEuWLBGXLl0SzzzzjPjqq6805eTttOnp6WLixIli0aJF1T6euXPnCiHsRxNWrFghmjRpov7ymT9/vjh06JB4+OGHRa9evcT+/furfTzz5s0TQtiXxZtvvimCg4NF48aNxfLly8X58+dFVlaWeOihh0SnTp3Erl27qiyeK1m6dKlQFEW0b99e5ObmCiGKkkD5r8lkEhs2bFB/IU+aNEls2bJFmM1mMWHCBPHAAw+U6kJkb8fjrDrtD66kpHhk/0+dOiX+7//+r0r2B0SlwSSolN577z0REhIiFEUp9TMsjh49KoYMGSIURRGDBw9WD8k7/6WVnZ0tpk+fLvR6vXj88cfVUypC2P9yv/3220X9+vXVv/aeffbZCrn4sSrikYftnce7+8u9Io6WVNXycX4b+Z49e8T06dNF48aNRdOmTUXTpk3F5MmTK+SN5VUdT0ZGhpg/f76oV6+eUBRFdOrUSdStW1c88sgjXovHnYKCAnHzzTdrTumVdEv20aNHxRtvvCFatWolrrvuOtG2bVsxefJkr20/7pQlnuq2P3CnNPFUxf6AqLSYBF3Fxo0bRbt27dSdzvXXXy+OHz9e6vpvvfWWiIqKErVq1RIfffSREMJ1p/DNN9+I8PBwccsttwghinYCx44dU6c7ZMgQ8ccff/hkPM4xVTRvLh8pLy9PnD17VvMMnvLy1vKR/vrrL/HLL7+I7777Tvz555+eBSM8j8edn376SSiKIqKjo8WJEyeEEFe+xTw/P1+cO3euVM/kuhpvxlMd9wfulCYeJjpUXTAJuoI9e/aotxW3atVKfPjhh6V+FofcyA8dOiRuvfVWoSiK6Ny5s7ojtlgsapnMzEwRFxcnWrduLTIzM9U23nzzTRETEyP+97//+Ww8lfnskuoUT0Xs1KtTPBXBk3iuRj6G4MEHHxRCXH3+e3v5XE1p4qlO+4OrKevyIfIWJkFXkJaWJmrVqiWmTJni0V+RiYmJon379pqdgiT/Qho+fLjLBa3yzpaK4q14KmsHyHjcq2nxuHP06FERGRkpFEURP/30U4W2XRJvx1Nd9wfueGP5EJUHk6ASWK1WkZGRIcaPH68e0i0r+cslJydHLF26VBgMBqEoivjwww/VW5HNZrOwWCziuuuuU+/AqYiLNovzZjyV8c4pxuOqpsVzNa+//rpQFEX06dNHZGZmigULFojff/+9UqbFeMquKuMhKi8mQVeQmZkprr32WvH7778Lq9UqduzYIdavXy9+/fVX8eeff2qSldL8IlmyZImIjo4WQUFB4umnn1avIdm8ebMYPHiwOHXqVKXFIgTjuRrGU7EqOh5nVqtVXLhwQX0diE6nE61btxbHjh2r6DBUjKf0vBEPUXn4dRIkN3J3G7gcNmLECHHLLbeIm266Sb3YT1HsL9EcOnSoWLlyZZmmeeDAATF8+HARHR0tOnToIAYOHCjat28v1qxZw3gYD+Mpg19//VWEhoaK5s2biy+//LLc7UiMp3rHQ1QZ/C4JkqcMEhMT1acal6SgoEAMGjRIvXNCPpPD+bui2N/FVJanm5rNZvHnn3+K5ORk9W3kjIfxMJ7SO378uIiLixNPPfVUuWMRgvFU93iIKpvfJUFC2J9s2q1bN3Hddde5fWmk8/epU6eK6Oho8a9//UskJyeLn376SRw+fFjMmTNH/OMf/xCKoohrrrlGbN68ucrjkBgP46lK1SGegoKCEt8Uz3hqVjxElcnvkqDTp0+rtxAbDAbxxBNPuH2onJScnCyOHj3qti2j0ShmzJghQkNDxdSpU4UQlXOR6ZUwHsZTlRgP4yGqSfwqCbJarSIpKUl899134u233xYNGzYUsbGx6isGrnSrsM1mU3cAzj9nZGSIqVOnioYNG1Z+AMUwniKMp/IxniKMh6hm8KskSAihPg8jIyNDPP/880JRFBEfHy8uXrwohCjfXzp79+4V99xzj/j7778rtK+lwXiujvFUHMZzdYyHyHfo4GcaNWoEAIiJicG9996LHj16YMOGDfjqq68AADpd2WdJeHg4Ll++jKZNm1ZoX0uD8Vwd46k4jOfqGA+R7/C7JAgAhBAAgI4dO2LcuHEwGo1ITEzE8ePHAQA2m61M7YWGhuIf//hHhfeztBjPlTGeisV4rozxEPkOv0yCFEUBAAQFBWHQoEG4/fbbsW3bNqxYsQLAlf9acrcD+fnnn9G5c+fK6WwpMJ4ijKfyMZ4ijIfIt/llEuSsVatWeOCBBxAZGYmVK1fil19+AVDyX0tyB5KbmwsAWL16Nc6cOYNbbrmlajp8FYyH8VQlxsN4iHyaF69H8kjxC/w8eQnkhQsXxCOPPCIURRGTJk0SBQUFJbb53//+V7Ru3Vp07dpVNGrUSIwcOVKcPn263NOWGE/JGA/juRrGU7LqEA9RdRXg7SSsrI4dO4Y333wTISEhEELgvvvuw8CBA9VDwOVRv359jBgxAj/99BO++eYb3HrrrRg2bJjbsqdPn4YQAqGhoVi4cCHuu+++ck8XYDylwXgYT0kYz9V5Mx6ias8bmVd5WCwW8eSTT4rY2Fgxbdo08eKLL6rvuXn77beFEFe//dPd29nlX0PZ2dnitddeE4qiiLvuukucP39eHS8/UmpqKuNhPIyH8TAeIh/nM0nQW2+9Je644w7NBvr777+L9u3bi/DwcJGbm1tiXavVqtnI3e0shBBi37594oYbbhChoaFiwYIF6nCTyaS2U1EYTxHGw3jKivEUqY7xEPmKap8EWa1WkZaWJtq0aSPeeustIYT9hZByo58zZ46IiIgQu3fvdqlrs9k0O4Rdu3aJoUOHivXr17s9H15QUCAWL14sQkNDRZMmTcSLL74obr755gp54zbjYTyMh/HU9HiIfE21T4KEEOLw4cMiMDBQbNmyRQhh33HIv1qOHj0q6tatK86dO1di/bS0NPHEE0+ob0V++OGHhdFo1JSR7f3555+iRYsWQlEUUb9+fbF48WLGw3gYD+NhPEQ1kE8kQb/++qsIDg4Ww4cP1wy32Wzihx9+EJMnT1YP6Rb35ptvioYNGwpFUYRerxevvfbaFaf1r3/9SyiKIl555ZUK639xjKcI42E8ZcV4ilTHeIh8SbVJgn788Uexf/9+kZKSor71WP71cvnyZXHLLbcIRVHEAw88ILZt2yaysrKEEEJs3rxZ7N+/X9OWPBS8Z88e9a+jsWPHqhcDCuH+vPnWrVvFk08+WSHvyGE8jIfxMJ6aGg9RTeH1JGjfvn3ipptuEr179xYDBgwQ4eHh4q677hJ79+7VbMg//vijGDRokFAURQQHB4tGjRqJO++8U7Rv317cdNNN4oknnhALFy4Up06d0rQ/ffp09TCzEPadQ0nP3KiICwMZD+NhPIynpsZDVNN4NQnKy8sTQ4cOFf/5z3+EEPbbOGfPni1iYmJESEiIePnllzXlMzMzxaxZs8Q999wjWrRoIerVqyc6deokgoKChE6nE4qiiNq1a4uZM2eKtLQ0Td3iFxEyHsbDeBgP4yHyb15NgtasWSNiY2PF2bNn1WFGo1F8++236mHeefPmuWzwQgiRlZUlvv/+eyGE/cLCFStWiPHjx6v1Xn31VZGdnS2EKPmWUcbDeBgP42E8RP7LK0mQPFz79NNPi7Zt22qGyX9nzpwpFEURTZo0EQsXLlTrykO6K1as0DzrQvr+++/FjTfeKJo1ayaOHDlSqXFIjIfxMJ7yYzzVOx6imsxrR4KsVqsYPny40Ov16sbsfGuoyWQS/fr1E4qiiN69e4utW7eqZYQQYuTIkerzLSwWi/rXUGFhofjyyy+Foiji559/ZjyMh/EwHsZDRG555S3yQgjodDo0aNAANpsN//vf/wDY32Cs0+lgtVphMBgwffp01KtXD3v37sXXX38Nk8mkvuU4JSUFiYmJaj29Xg8ACAgIQN26dVGvXj0EBwczHsbDeBgP4yEit7ySBCmOlwG2atUKer0e27dvx5kzZ9TxcoMfNGgQ7r77bpjNZvzyyy/47bffAABGoxEGgwFff/01du3apbZnsVgAAGlpaWjXrh3atm3LeBgP42E8jIeI3PPiUSjxzTffCEVRRNOmTdWLACV5+Hf//v2iTp06IiAgQCxZskQ9pz5v3jyhKIro0KGD2LNnj8jPzxdC2G817dmzp0hISKjaYATjYTxVi/EwHiLyjNefE3TttdcKRVHEY489JjIyMtyWmTx5slAURYwaNUozfOTIkSI0NFTodDpx++23ixtvvFG0atVKrFy5siq67hbjKcJ4Kh/jKcJ4iKisFCGE8OaRqJUrV2LkyJGIiIjAF198gdtuu009L261WqHX65GSkoJWrVqhQYMG+O2339CoUSMAQH5+Po4cOYIff/wRBQUFqFu3Lh577DFvhsN4GE+VYjyMh4g84O0szGw2ixtvvFEoiiKGDh0qTpw4oRlvs9mEzWYT99xzj2jcuLHIzc0t8Ymo1QHjYTxVifEwHiIqP69cGO0sMDAQs2fPBgB89dVXSExMxMWLFwHY/1JSFAWKoqBJkyZQFAUmk0m9ULA6YjyMpyoxHsZDROXn9SQIAG644Qa89NJLAIAPP/wQH3/8MQD7XRRGoxEAcPbsWbRt2xZRUVHe6mapMZ7qjfFUb4yHiKqMtw9FSQUFBeKVV14RERERQlEU8Z///Ee9g8JoNIr4+Hjxyy+/eLmXpcd4qjfGU70xHiKqCtUmCZK+++470a1bN6Eoirj++uvFq6++Ktq1ayf++c9/itzcXG93r8wYT/XGeKo3xkNElcnrd4e5U1hYiO+++w6nTp3CqVOnMGTIEAwYMMDb3So3xlO9MZ7qjfEQUWWpdkmQEKJGXRjIeKo3xlO9MR4iqkzV4sJoZ847iGqWn5UL46neGE/1xniIqDJVuyNBRERERFWh2h0JIiIiIqoKTIKIiIjILzEJIiIiIr/EJIiIiIj8EpMgIiIi8ktMgoiIiMgvMQkiIiIiv8QkiIiIiPwSkyAiIiLyS0yCiIiIyC8xCSIiAMCyZcsQERGBZcuWebsrRERVgkkQEQEAvvzyS+Tk5GDNmjXe7goRUZVgEkTkh7Zu3eoy7F//+heuu+46TJkyxQs9IiKqenyLPJGfsdls6Ny5Mw4ePOjtrhAReRWPBBH5mVmzZuH333/3djeIiLyOR4KI/MjHH3+Mhx56CEIIcNMnIn/HI0FEfuKtt97CrFmz1OTnmmuuwTXXXIPnn38eeXl5WLJkCbp164ZXXnlFUy87OxuvvfYaoqKiAACXLl3C+PHjERERgWbNmuGTTz5Ry27evBk33HADQkND0bVrVyQnJ7vty+HDhzFy5Eh06NABtWrVQqdOnfDxxx9XRthERCUTRORXAAjnTf/QoUNi5MiRIjQ0VAAQM2bMUMctXrxYtGjRQq2TkZEh2rVrJxo1aiSCg4MFAKHT6URycrJYu3atMBgMokmTJkKv1wsAonbt2iIzM1Mz/Q0bNojmzZuLn3/+WQghxOnTp0WXLl0EAPHKK69UyTwgIhJCCB4JIvJz7dq1w+eff47Ro0e7jBs7diw2bNigfn/ppZewePFinD17FhcvXsT1118Pm82GF154AZ9//jn++OMPnDp1CidPnkRsbCwyMjLw/fffq/UzMjIwatQozJ49GzfeeCMAIDY2FosXLwYAvPbaazhx4kQlR0xEZMckiIgAAHXr1nUZFhwcjGbNmqnfZ8+ejRtuuAEAUKtWLTz66KMAgMzMTKxcuRJNmzYFYE9s/vGPfwAATp06pdb/+OOPkZOTg7vuuksznU6dOgGw37m2du3aCoyKiKhkAd7uABFVD4GBgW6HBwUFqT+Hh4drxjVq1EgdriiKZlydOnUAAAUFBeqwTZs2QQiBrl27ukyndu3aAIC0tLRy9J6IqOyYBBFRuel0JR9MluOE011op06dQkxMDI4ePVrpfSMiuhqeDiOiKmOxWHDx4kVkZmZ6uytEREyCiKjqNGzYEEIIrFq1yu14IQQ2b95ctZ0iIr/FJIiIqkzfvn0BAC+88AL++usvl/EJCQk4d+5cVXeLiPwUkyAiPxMSEgIAMBqNmuFmsxkAUFhYqBnu/N1isWjG2Ww2AIDVanWZjrwWyLn+pEmTEBYWhvT0dFx//fVYtGgRUlJScPz4cfVhjsXvHCMiqixMgoj8TPv27QEA27ZtQ35+PubOnQubzYaff/4ZAPDzzz9rkho5HAB27typaUueujpx4gTS09PV4RaLBb/++isAIDk5WW0vNjYWH3/8MQICApCWlobJkyejZcuWaNOmDV5++WV89NFHqFWrVsUHTUTkBt8dRuRndu7ciTFjxiAzMxNjxozBfffdh7vvvhuXLl1Sy0RHR2Pjxo147733sHz5cjWJ0ev1uPXWW7Fq1SrExcUhNTVVrRMUFIRp06bhpptuQnx8vObi56ioKPz6669o27YtAHti9Oqrr+LXX3+FzWZDnz59MHPmTPTs2bNqZgIREZgEERERkZ/i6TAiIiLyS0yCiIiIyC8xCSIiIiK/xCSIiIiI/BKTICIiIvJLTIKIiIjILzEJIiIiIr/EJIiIiIj8EpMgIiIi8ktMgoiIiMgvMQkiIiIiv8QkiIiIiPwSkyAiIiLyS0yCiIiIyC/9PzJbh+JUGwK/AAAAAElFTkSuQmCC", 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8lUrl+accpk6diqSkJKxcuRKNGzcGACQkJGDw4MEYO3YskpOTyxTHbDbjiSeeQFJSUqk3kV+/fh3PP/88pk+fjitXrqCwsBCHDh1CXFwcAODdd9/Ft99+61Y72AkiIiKiMjt//jyWLFmCtm3bokuXLop5o0aNQm5uLqZNm1amWMHBwahbty5atGiBOnXqlJh23bp1mDVrFt544w00aNAAANCpUyds374dERERAKxnitzBThAREZE3U3nwKYcNGzbAZDKhe/fuDvO6du0KANiyZQvS09Pdilvajdk6nQ4TJ050mF63bl2MHj0agPVskTvYCSIiIvJWVXA5bNu2bQCA5s2bO8yLiIhAo0aNYDQasWfPHjebUnJdJk6c6PKSWXR0NACgSZMmbpXJThAREZGPy8rKUnwKCgpcpj1y5AgAuBwDKSwsDABw9OjRiq6mS2lpaQCAgQMHupWPnSAiIiJvpa6AD4CoqCiEhobKn9mzZzstzmAwICcnB0BRZ6e40NBQAEUdk8rw3XffoV27dujbt69b+fiIPBERkbfy4AkvOT8cBwPW6/VOk9vf5xMYGOg0jXTJymAwlL9ebjh27Bh++ukn/PDDD26/poSdICIiIh9X1sGAdTqd/LMQwmka6X1m0hNbt9rkyZMxdepU3H333W7n5eUwIiIib+XJk2HleEIsIiJC7gjl5uY6TZORkQEApT7yXhEWLlyI4OBgvPXWW+XKz04QERGRt1KrPP+4QaPRoG3btgCsLxd3JjU1FQAQGxvrWdtKsWvXLmzZsgUff/yx25fBJOwEERERUZlJNx+fPHnSYV5aWhoyMzMRFBSE+Pj4W1aHX3/9FTNmzMCWLVtc3ptUFuwEEREReatKvhwGAOPHj4darcbu3bsd5u3duxcAMGjQIMX9QxXp999/x7PPPouNGzciPDzcYX5ZX9kBsBNERETkvapgsMTo6GhMmDABJ06ccBgLKDExEQEBAZg5c6Y8LSkpCV27dsWiRYtKjGsymQBY3yfmyu+//45x48bho48+kl+dIcnPz8e7776LNWvWlLktfDqMiIjIW3nw+gs5fznMmzcPBw8exDPPPIPt27cjPDwcixcvxhdffIG1a9cqRpOeP38+Dhw4gFOnTmHSpElO4yUnJ+PatWsAgH379qFFixYOaY4fP44HHngAOTk56NSpk2Ke2WxGVlYWLBYLzp49W+Z28EwQERERuSUoKAhJSUno1q0b4uLiEB0djZ07d+LgwYMYPHiwIu3w4cMRHBwsv9+ruCZNmqBVq1YoLCwEADz++OO47bbbFGeZLl++jHvuuQepqanIzc1Fenq64pORkQGLxYIuXbqgZcuWZW6HSrh60J9kWVlZCA0NRWZmZpnGUSAiIt9VGb8zpDLwSFPAz4PzGYUWYOt5n/39xsthRERE3qqKLofVFLwcRkRERD6JZ4KIiIi8VQW9O8xXsRNERETkrcox6rNDfh/Gy2FERETkk3gmiIiIyFvxxmiPeO2ZoG3btqF79+5YtWpViekOHz6MAQMGoFmzZmjZsiWmTp2K/Pz8yqkkERHRraSChyNGV3UDqpbXdYI2btyIrl274qGHHpLfUeLKF198ge7du6N3795ITk7GoUOHsGfPHvTu3Ru5ubmVVGMiIiKqjryuExQXF4fdu3cjOjq6xHQpKSkYOXIk7rvvPkyZMgUAEBoaihUrVmDfvn3417/+VRnVJSIiurUq8eWpNY3XdYKaN28OvV6Pjh07lpju9ddfR3Z2NsaOHauY3rp1a9x5551YunQpfvvtt1tZVSIioltLejrMk48P87pOkMTf39/lvMLCQmzatAkA0L17d4f53bp1gxACy5cvv2X1IyIiuuU8OQvEs0He2wlSlTDA048//oisrCzo9Xo0atTIYX67du0AAElJSbesfkRERFS91chH5I8cOQIATjtAABAWFgYAOHHiBMxmMzQaTWVVjYiIqOJwxGiP1MhO0PXr1wEUdXaKCw0NBQCYTCZkZmYiIiJCMb+goAAFBQXy96ysrFtTUSIiIk+o4dk1Ha+9HlQxamTz09PTAQCBgYFO56vVRc02GAwO82fPno3Q0FD5ExUVdWsqSkRERFWmRnaCdDodAEAI4XS+0WiUfy5+FggApk2bhszMTPmTkpJyaypKRETkCY8GSvTwUloNUCMvhzVo0AAAXA6ImJGRAQAICgpy+pSZXq+HXq+/ZfUjIiKqEHxthkdq5Jmg9u3bAwAuX77sdH5qaioAIDY2ttLqRERERNVLjewE3XvvvdDpdLh27RrS0tIc5p87dw4A0L9//8quGhERUcXh5TCP1MhOUEhICIYOHQoA2L17t8P8vXv3Qq1WY8iQIZVdNSIiooqjroCPD/Pa5ptMJgCA2Wx2On/mzJkICgrC6tWrFdN//fVXHD58GE8++WSp7x8jIiKimssrO0H5+fk4fvw4AGDfvn1O07Ro0QL/+9//sG3bNnz00UcAgIsXL+Lxxx9Hjx498N5771VafYmIiG4JXg7ziNd1goYNG4Y6dergxIkTAIDly5ejdu3aWLp0qUPakSNHYvv27fjvf/+L5s2bo3///hg1ahR27tzpcgwhIiIir8F3h3nE6x6RX79+vVvp77//ftx///23qDZERERVyNM3wfMt8kRERES+x+vOBBEREZENX6DqEXaCiIiIvBVHjPYIL4cRERGRT+KZICIiIq+lgsqDS1rCx08FsRNERETkpVQqzzpBUKkgKq46XoeXw4iIiMgn8UwQERGRl/J40GcVfPpMEDtBREREXkrt4eUwoVLBUoH18Ta8HEZEREQ+iWeCiIiIvFRF3Bjty9gJIiIi8lLsBHmGnSAiIiIvxU6QZ3hPEBEREfkkngkiIiLyUhXxiLwvYyeIiIjIS/FymGd4OYyIiIh8Es8EEREReSmeCfIMzwQRERF5KVUF/FdeRqMRc+bMQevWrdGiRQvEx8dj9+7d5YplMBjw3//+F02bNsX58+dLTf/JJ5/gzjvvRPPmzdG+fXssX768XOXyTBARERG5paCgAP369UNqaip27NiBxo0bY9OmTejTpw/Wrl2LhISEMsXJy8vD+++/j4ULFyIlJaVMeV5++WUsXrwYX375JeLj43H69Gn06tULx48fx6JFi9xqB88EEREReSnpcpgnn/KYOnUqkpKSsHLlSjRu3BgAkJCQgMGDB2Ps2LFITk4uUxyz2YwnnngCSUlJUKtL75Js3boVs2fPxowZMxAfHw8AuP322/HWW29h8eLF2Lhxo1vtYCeIiIjIS0mPyHvycdf58+exZMkStG3bFl26dFHMGzVqFHJzczFt2rQyxQoODkbdunXRokUL1KlTp8S0FosF//d//weVSoUxY8Yo5o0YMQIajQZTpkyB2Wwuc1vYCSIiIqIy27BhA0wmE7p37+4wr2vXrgCALVu2ID093a24/v7+Jc4/ePAgzp49ixYtWqBevXqKebVq1cIdd9yBv/76C9u3by9zmewEEREReSm1ClCrVB583C9z27ZtAIDmzZs7zIuIiECjRo1gNBqxZ88et+KWdmmupHIBoF27dgCApKSkMpfJThAREZGXqop7go4cOQIAiIyMdDo/LCwMAHD06NHyNqvSyuXTYW64UXAdOXkZ8nd/jfXUnVqlAQCYLIWK9DqN3iFGiF84ACCr8CYAQKPS2vIaAQChutoVW2kiIiqXNMNVAEBK7gUAQG299Z6VxrVayGl2XfkWABCuj7Cm8a+D7LzsSqtjRY0TlJWVpZis1+uh1zv+DjMYDMjJyQFQ1OkoLjQ0FACQlpZW/no5cf369Qovl2eCiIiIfFxUVBRCQ0Plz+zZs52ms7/PJzAw0Gka6Skvg8FQoXWUyq7IcnkmiIiIyFt5+AJVYcubkpKCkJAQebqzs0AAoNPpivIK4TSN0Wi9shEREVH+ipVQdkWWy04QERGRl/L0cpiUNyQkRNEJciUiIgI6nQ5GoxG5ublO02RkZABAqY+8u6tBgwY4depUhZbLy2FERERUJhqNBm3btgUAXL582Wma1NRUAEBsbGyFlt2+ffsKL5edICIiIi9VFU+H9e3bFwBw8uRJh3lpaWnIzMxEUFCQPKJzRSmpXAA4d+4cAKB///5ljslOEBERkZdSwcNOUDleoDp+/Hio1WqnL0vdu3cvAGDQoEGK+4cqQp8+fdCsWTP89ttv8pNikoyMDPz2229o1qwZunXrVuaY7AQRERFRmUVHR2PChAk4ceKEw5g8iYmJCAgIwMyZM+VpSUlJ6Nq1a6kvNzWZTADg8rUXWq0Ws2fPhsViwdq1axXzPvroI1gsFsyaNQsajabMbWEniIiIyEtV1QtU582bh86dO+OZZ57BjRs3IITAokWL8MUXX2D16tWKUZ3nz5+PAwcOYPr06S7jJScn49q1awCAffv2uUw3dOhQPP3003jrrbdw/PhxAMCPP/6I6dOnY/LkyRg+fLhb7eDTYURERF6qvC9Btc9fHkFBQUhKSsKMGTMQFxcHtVqNmJgYHDx4UL6BWTJ8+HDs3r0bTzzxhNNYTZo0weXLl+UzQY8//jj+9a9/Yfv27ejQoYND+vfffx8xMTEYNmwYCgoKUL9+faxevRoDBw50ux0q4eqBe5JlZWUhNDQUydfOQRfkJ0/niNFERDVXuUeMzspGm4btkZmZWabHzstD+r1U7+W7oPYv//kMi8GEa2/vvaV1rc54JoiIiMhLVdQ4Qb6KnSAiIiIvxU6QZ9gJIiIi8lJqlQrqqrgpqIbg02FERETkk3gmiIiIyEtV1dNhNQU7QURERF6K9wR5hp0gtwiYhUn+ppEejbdNC9AGAYCcRnocPteULefJNN4AUPRYvUSlsl6ZvGawvhjOXxMgz5PiSHIKMwEAtfxCFdOzbdOt8a0bdpDW/Uce8+T6WmOYhXX0zuBi5RER2ZOG/ij+Kgb74UP8tYGKNIW2ecWPL/bHM2meFN8iLACKhhix2I5R0rEKAPS2IUyk47FUnoB1VJh8k+ObyOsHRCq+1/FvoIghHePtadXWOuTZ4gWagpBvMjiko+qJnSAiIiIvpUL53v9ln9+XsRNERETkpXg5zDN8OoyIiIh8Es8EEREReSmeCfIMO0FEREReio/Ie4aXw4iIiMgn1fhO0E8//YT+/fujQYMGiIyMROvWrTFz5kwYDHyEkYiIvJt0OcyTjy+r0Z2gTZs2IT4+Hl27dkVKSgouXbqE9evXY+XKlejduzeMRmNVV5GIiKjc2AnyTI3tBBUUFGDixIno06cPZs6cCT8/PwBAx44dMWvWLPz8889YsWJFFdeSiIjIA552gNgJqpmOHz+O9PR0dOjQwWFep06dAAAnTpyo5FoRERFRdVFjnw4LCrIOb75//36HednZ1tdCOOsgEREReQs+HeaZGnsmqE2bNoiOjsauXbvw8ccfK+Zt2bIF7dq1w+jRo6uodkRERJ7jPUGeqbGdIJVKhQ8++AA6nQ5jxozBunXrAAB79uzBoUOH8P3330Ov11dxLYmIiKiq1NjLYQBwzz33YPPmzRgyZAgef/xxHDhwAFqtFt988w00Go3LfAUFBSgoKJC/Z2VlVUZ1iYiI3GK9HObJiNEVWBkvVKM7QQDw0EMPYe7cuTh37hwWLVoEf39/xMXFYdiwYS7zzJ49G6+//nol1pKIiMh9fG2GZ2rs5TDJ3Llz0ahRIyxYsADr16+HyWTCiBEj8J///MdlnmnTpiEzM1P+pKSkVGKNiYiIqDLU6DNB8+bNw6effop9+/YBAIYMGQKdTofBgwdj0qRJ6NixI3r06OGQT6/XO71fKEJfD8KvUP4uIAAAfmodAMBksc4L1UUAALILMxTp7OddM1y2lqX2BwBo1dZxjLQq679qu/5pninbFseqll+ool65JuvluuBi0+3roIK1t69RW1d5gCbIIa0kUBvsch4RVS85hZkAlMcFab9Xq6yX/aW/9Yvv29m2vADgZzsGSccr6RiRZ8qxxrCdMZCOc0DRcUtKKx1nXB0b7dPmm3MBAAXmfFss67HJbDEBUB7PpPZoVdY0gX7WdmQab1jjC2v82vr6KC6r8KZtWViPqWZhBgDoNdZjr0VY5LS5tmNtULHlVD8gEgDwR/ZpAECIX7g8r2lwcwCAxla3SzkXkGPMdajHraKCh0+HVVhNvFONPRN04cIFvPLKKxgwYIBi+iOPPII5c+ZACMFLXkRE5NX4dJhnamwnaNu2bSgoKEC9evUc5v3zn/9E3bp1ceDAgSqoGREREVUHNbYTJL0X7NKlSw7ztFotmjZtCp1OV9nVIiIiqjA8E+SZGtsJeuihh6DRaPDJJ5/AZDIp5mVmZuL06dMYNGhQFdWOiIjIc+wEeabGdoJatmyJf//73zh9+jTGjh2LzEzrDYBXr17FsGHD0KRJE7z99ttVXEsiIqLyk16b4cnHl9XYThAATJ48Gdu2bcPly5fRrFkzNGnSBPHx8ejUqRN+/vlnhIeHlx6EiIiIaqQa/Yg8APTv3x/9+/ev6moQERFVOA6W6Jka3wkiIiKqsfgaeY/U6MthRERERK7wTBAREZGX4uUwz7ATRERE5KV4NcwzvBxGREREPolngoiIiLwUL4d5hp0gIiIiL8VOkGd4OYyIiIh8Es8EueFGwTUE6YLk735q6wtY1ba+pEVlAQDcLLgOAAjX1wUApBmuynlyVVkAAL3a35pXpQEAFJgNtph+DuWahTVu8f56TqH1VSC1/EId8uSarOUE+4UppueZsl22L9N4AwAQqosAAOSbcwEAAZogl3lcybbVLdhJ3YhqokxjOgDAT61XTA/U1gIA5Nrte0HaYLfjF+271iOBgLB+U1mPP9LxAADUtmnSv9I+LB0XgrQhAACN7fgDAP6aQABF+33x44tUfymmfVyJ1nb8EsJaN4swAwB0mqJlkmfKAQCYbfOk5aOytUuKL6Wz1lP5q0paFtIxWCWseaVjmHWeny2u7fhsO44K+XiqtsUuOrJK66X4sVASpnN8y4B0LM+yLa86AfWgL8xxSHer8EyQZ9gJIiIi8lJ8Oswz7AQRERF5KZ4J8gzvCSIiIiKfxE4QERGRt7KdCSrvx5PrYUajEXPmzEHr1q3RokULxMfHY/fu3W7HuXr1Kp5++mk0b94czZo1w9ChQ3Hx4kWX6S9cuICxY8ciMjISjRs3RlRUFMaNG4eUlBS3y2YniIiIyEt50gHy5FJaQUEBHnzwQaxZswY7duzAH3/8geeffx59+vTBpk2byhwnOTkZcXFxyMjIwMmTJ3Hu3DncdtttiIuLw5kzZxzSnz17Fp07d8aNGzdw9OhRXLx4EYcOHcKFCxcQFxeHP//80612sBNEREREbpk6dSqSkpKwcuVKNG7cGACQkJCAwYMHY+zYsUhOTi41htlsRkJCAoxGIz788EMEBARAo9Fg3rx58Pf3x5AhQ1BYWKjIM2XKFFgsFqxbtw516tQBANSrVw+rVq3CtWvXMG3aNLfawU4QERGRl6qKM0Hnz5/HkiVL0LZtW3Tp0kUxb9SoUcjNzS1TZ+Tjjz/GoUOHkJCQgKCgouEWNBoNhg8fjuPHj2PFihWKPDt37kR0dLQiPQBERUWhTp06OHHihFttYSeIiIjIS0m39XjycdeGDRtgMpnQvXt3h3ldu3YFAGzZsgXp6eklxlm7di0AOI3TrVs3AMCyZcsU04OCgnDq1Cnk5CjHYrJYLMjLy0OHDh3K3A6AnSAiIiJyw7Zt2wAAzZs3d5gXERGBRo0awWg0Ys+ePS5j5OXl4YcffnAZp127dgCAI0eOIDOzaCDQhx9+GDk5OXjhhRcU6b/55htoNBrMnDnTrbawE0REROSlVPDwcpjDuwhKd+TIEQBAZGSk0/lhYWEAgKNHj7qM8dtvv8FgMLiMI8UQQuDYsWPy9LfeegtRUVH44IMPMGnSJFgsFly7dg2zZ8/G999/j9atW7vVFg6WSERE5KUqarDErKwsxXS9Xg+9Xu+Q3mAwyJeipI5KcaGh1letpKWluSz3+vXr8s/O4kgxisdp0KABkpKS0KdPHyxevBiXLl1CaGgoPvvsM4SHO77WpDQ8E0REROTjoqKiEBoaKn9mz57tNJ39fT6BgYFO06jV1q6FdKanPHGkGM7itGjRAmvXrsWkSZOwc+dOrFq1CrNmzYLFYnFZnis8E0REROSlKupMUEpKCkJCQuTpzs4CAYBOp5N/ll6UW5zRaARgvT/IldLiSDGcxfnuu++wa9cuLFy4EBMmTMADDzyA+fPn49KlS1i3bp2iA1UadoKIiIi8VEW9QDUkJETRCXIlIiICOp0ORqMRubm5TtNkZGQAgDyOjzMNGjSQf87NzVVc/rKPUTzOnj17MHjwYJw/fx4AcMcdd2DXrl3o2bMnNmzYgNjYWLfGCuLlMCIiIi9V2eMEaTQatG3bFgBw+fJlp2lSU1MBALGxsS7jxMTEyGU7iyPF0Ol0aNOmDQDrY/ATJkxA586dFfcRtWzZElu3boVWq8WcOXNKvAxXHDtBREREVGZ9+/YFAJw8edJhXlpaGjIzMxEUFIT4+HiXMcLDw+WBFp3FOXfuHACgV69e8sCIp0+fxqlTp1CvXj2H9N26dcNDDz2ErKwsnD59usxt4eUwN+g1Aajr31D+nmG03thVYLH2OnVq6zXUcH1dAECa4SoAKHraRnMBAEDAeg3UIsy2OUIxXa0q6p9KacxCedNX8auoeaaiwaOkxx7zTNmKuEFa16c7Q3XK664BmiAXKUsX7BdaeiIvlGtbngAQpA0GULTcA7W1nObJNxedMna1TKUYZtu6LtouAMjbhMb23bpuNbbvUrk5hUVjadSyLX9pmgXWbSfET/n0RFbhzaJSbNflzcW2SamcUF1tp3UHgPM5ZwEAsW8/DgD44YVFAAB/jT8AIEBbdOPjtxd3AAAeaf6ItV22v8Xq+DdQ1MnZo7salfWQJS0fIddROpQ53lsQaFtPEmmZSHmD/cJctiu7MMNaR9sykNa5s3Wqs7W16P4GZV3MwuSyHKlOGrW1HdL2UFtfX06jsh0TTBaTrd6hirQqu2OG1OZsaZuwbTrS/l9U/6I6Stu2tL5NolBRN2kb0qqKfm1I60pa/tI6k7ZJqRz77VmaJ5UnHR8LLUZFLPu6Bcr7mpTH2lazbVlIdVYug1qKZSCt52uGy4o8zhjM+dZ/8y8BAIy2uvmpdQ5pbxZYfw/UDbCuq5ScC8gx5jiku2VU8PB6mPtZxo8fj3//+99OX5a6d+9eAMCgQYMU9/04M2HCBOzfvx+7d+/G4MGDncYZMWKEPE26T+jSpUtO40VHRwNAqeXa45kgIiIiL1UVr82Ijo7GhAkTcOLECYexgBITExEQEKAYtDApKQldu3bFokWLFGlHjRqFdu3aYePGjYpLWEajEevXr0dMTAwef/xxeXr79u3RvHlzHDhwwOmLUvfv3482bdrIl+vKgp0gIiIicsu8efPQuXNnPPPMM7hx4waEEFi0aBG++OILrF69WjEK9Pz583HgwAFMnz5dEcPPzw/r1q2DyWTClClTYDKZkJeXh3HjxsFiseCTTz6Bn5+fnF6tViMxMRF+fn5ISEjA2bPWM9AFBQWYNm0ajh49itWrV7vVDnaCiIiIvJRa5fmnPIKCgpCUlIRu3bohLi4O0dHR2LlzJw4ePOhwaWv48OEIDg7G6NGjHeLExMRg7969SE1NRXR0NDp06ICwsDAcO3bM6ejPPXv2xIEDB9CqVSv07NkTkZGRaNWqFa5cuYLDhw8jLi7OrXbwniAiIiIvVVHjBJVHcHAwFixYgAULFpSYbuTIkRg5cqTL+dHR0di8eXOZy23bti0+/vjjMqcvCc8EERERkU/imSAiIiIvpVapoPbgbI4neWsCdoKIiIi8VFVeDqsJ2AkiIiLyUmp4dl+Lr98T4+vtJyIiIh/FM0FEREReSuXhPUG8HEZEREReifcEeYaXw4iIiMgn8UwQERGRl+Ij8p5hJ4iIiMhL8XKYZ3g5jIiIiHwSzwQRERF5KY4T5Bl2gtyQU5iF9IKiRaZRaRX/SjKM6QAArdoPAGB/slGr1gEACi0FxfJaU0nXZw3mfDlPbX19AECuKVtRjkZl3XzzTDkAgEBtLYc6ZxdmAACC/cKctim7MFP+Odgv1Om84tNz7PLUKjavqtgvmyBt8C0rx1lsZ8sdANILUgEUrT8AyLPVUxSLJ2xTpGWdabwh5ym+fals691Vuc7Sms1GRfmBtnJD/MLltNK2EqqLAFC0nqV17Kw9kqa1ogEAHWOjbXXWAADybdvxhewLctp6gbWt//rfBgC4mp+iiCXVKavwpjzNZDEBALRaP8X34svGfm+Tlo+0bViEWZFH+m4v35yr+K62taNojdm+CYtDXmmaWZ4nFOXbL2uHvLZ/AzRBAIrap4yvrIN0nNGp9Q41lI4J0tIofuxQOflJ2JZHoe3f4nFDtK73dSm+dGlFKl9isVteefL6sNjKtdhqorwsI+xaJMWTpxRb/irbr3KTKCyhjlkAALUtrU7tDwAwC8dlHaANBFC0zi7nXbDV2Wz7flFOW8vPui9dyfsLAFDHvy70Rn+X9ahovCfIM77eCSQiIiIfxTNBREREXoo3RnuGnSAiIiIvxcthnmEniIiIyEupAHjSjfHtLhDvCSIiIiIfxTNBREREXoqXwzxTIZ2gXbt24ZNPPkF6ejrWrVsHAEhKSsKBAwfwxBNPoGHDhhVRjEdMJhM2bNiAL7/8ElqtFpGRkZgwYQKaNWtW1VUjIiIqFzU87AT5+AUxjzpBQgg8+eSTWLVqFQCgdu3a8rx7770XKpUKPXr0wNy5czF48GCPKuqJw4cP4/HHH8ftt9+O9957D02aNKmyuhAREVH14NE9QfPnz8fKlSuhUqlQv359aDQaxfx77rkHU6dOxbBhw/Ddd995VNHy+uyzz9CjRw8MGzYMn376KTtARERUY0iPyHvy8WUedYKWLVuGBx54AJcvX8bly5cRFhbmkOaBBx6AxWLB66+/7klR5bJr1y4MHToU48ePx6uvvlrp5RMREd1KKts9QeX9+HonyKPLYVevXsX+/fvlzo+zhWk2W4cZP3z4sCdFuS01NRWPPvooGjZsiHnz5lVq2URERFT9edQJatq0qdOzP/a2bNkCAAgICPCkKLe99NJLuHnzJt5++234+1fee1yIiIgqC8cJ8oxHl8O6du2KL7/80uX8X375BW+++SZUKhV69+7tSVFuuXTpEhITE+Hv74/o6Gg8/fTTiI+PR1RUFPr06YOdO3dWWl2IiIhuFU8uhXn6eH1N4NGZoFdffRU9e/bE6dOn8dhjjwEAjEYjzpw5gw0bNuC9995Dfn4+atWqhTfeeKNCKlwWn3zyCYQQ8PPzw759+zBr1izUqVMHX331FYYPH477778fa9aswYgRI5zmLygoQEFBgfw9KyursqpORERElcSjM0GRkZHYsmULPvjgA0RHR+P06dMICAhAhw4dMHv2bOTn56Nhw4bYvn07WrduXVF1LtWuXbsAAOPGjcP06dNRp04dAEC/fv0wb948WCwWTJgwAdevX3eaf/bs2QgNDZU/UVFRlVZ3IiKisuKZIM94/NqMjh074tSpU1i/fj2eeeYZ9OvXD/fffz+eeOIJrFixAufOnUPPnj0roq5ldunSJQBAo0aNHOaNHDkSISEhyM3NxcaNG53mnzZtGjIzM+VPSkrKLa0vERFReahUnj4mX9UtqFoVMmK0VqtFQkICEhISKiKcx6TLVyEhIQ7zAgICcN9992Hr1q04deqU0/x6vR56vd5hup/aT/HdLEwAAK1KOT3PlAsACNOF29JZ5Hkq+V/rTwLCFkOjSFFoKbSLl21Na4uTU5gJAFCrrH3YQG0tAEC+ObeonZogAECwXxgAINuWJ9gvVFHX4t/LMq9WCXlutZsF1rN34fq6iulB2uCqqA4A4ELOOQBAk1otARStH2m7yDUVXU41C+vTkupif3+UVP+i9WxNk1V4s8x1k7Y3ncb6cEChxQigaFuRthMA0KiUhwNp+y4+P70gVZ5WW18fQNEyiG3YAACQXWhts7TPtK/dQc5z8sZxAMA1w2Vbu2op2hXiZ91v7JeR3lZ/s8WkqIvUPnm5qoryFC13ayqLbf9Rq6z7nLQd59r2L/v8Ujly29XKZRPodH1Zy5H2G2m/ldI62w781Dpbe5Tbg1rl+PepNE16CjdYo9wPpe3Omsb59pVnyrFNEYpYQNHyLjpeSfMstvpnO9StaJkqy5PiCiFs8+3HkLPO0xZbpsWXucWW15rDrIgrzbPY6ibl1RY7RltZ05osyhhF205RudIylLZBib8m0Fau2ZbHLM+rH2D9Y9tki2MSJvnnysDXZnjG4zNBjz76aJnSffHFFxg6dCgee+wxLFu2TH50/laoW9f6C9LVvTyRkZEAinZQIiIi8j0ed4LOnDmDwsJC7Nq1Cxs2bMDu3bthMil7wWvXrsUjjzyCevXq4a233sKFCxdw9913IyMjw9PinYqLiwMAnDx50ul86ZH5Vq1a3ZLyiYiIKoOqAj6+zONOUGZmJiIjI3HfffdhxIgRuPfee9G8eXPFazLeffddAMDUqVPRtm1bvPXWW+jVq1eZzyK5a9iwYQCAHTt2OHTIACA5ORlqtRqPPPLILSmfiIioMvDGaM941Ak6deoU0tLScP36dYSHh6NDhw6IjY1FZmYm/va3v+HYsWMArGeLACjeJj958mT57FFF69atGx599FFcvnwZH330kWJeamoqvv76a0yYMAFNmzat8LKJiIjIO3jUCZo2bRruuOMOfP/990hLS8OhQ4dw+PBhXLlyBaNHj8bs2bMBAPn5+QCgeMFq/fr10aBBAyQmJnpSBZdWrlyJmJgYTJo0CT/++CMA4MaNGxg9ejQ6duyI995775aUS0REVFl4JsgzHj0dtmfPHpw+fVoeh0cSGBiIBQsWoEOHDhBCQAgBrdaxqODg4Fv2TrHQ0FD8+OOPmD59OoYMGQK9Xo+wsDAMGTIEL774InQ63S0pl4iIqLJ4+iZ4vkDVAwEBAQ4dIElOTg5MJhMsFouctrisrCzcvFn2x33dFRYWhiVLlmDJkiW3rAwiIiLyTh5dDmvSpAkWLFjgMP3cuXNISEhAbGwsCgut490Uf9FqWloaUlNTERpadWPOEBEReTN1BXx8mUdngqZMmYLBgwfjf//7H+644w4AwIULF3D06FE8+OCD+OGHH+T7ggDrk2RSp2f16tUAgDvvvNOTKhAREfkuDy+H+fqQ0R51gh577DG89dZbmDlzpvwEGAAkJCRg7dq1WL9+PZ588kkAwNixY5GQkID77rsPWq0Wr776KlQqFcaNG+dZC4iIiIjKwePXZrz88ssYOnQovvrqKxiNRtx111246667AACPP/444uPjcfHiRfTo0QO5ubmYPHkyVqxYASEEEhISMGjQII8bQURE5Iv42gzPVMi7w1q0aIHnn3/e6byoqCj5LexBQUH44IMPMGXKFCQnJ+OBBx6oiOKJiIh8EjtBnqm0e6Kky2IAcPvtt6Nfv36KcYOIiIjIPZ69Qd7D+4lqgFveCTKbzUhKSpJvhCYiIiLvZzQaMWfOHLRu3RotWrRAfHw8du/e7Xacq1ev4umnn0bz5s3RrFkzDB06FBcvXixz/l27dmHChAkYNGgQXnzxRSQlJZU5r0eXw8xmM2bPno1169bh4sWL8sjQREREdOupoYLag9egljdvQUEB+vXrh9TUVOzYsQONGzfGpk2b0KdPH6xduxYJCQllipOcnIy7774bPXr0wMmTJ6HT6fDiiy8iLi4OP/74I1q3bu0y77Vr1/Dkk0/i/PnzWLp0Kbp37+52Ozw6E/T8889j5syZOH36NPLy8uTRoZ19iIiIqGJV1eWwqVOnIikpCStXrkTjxo0BWJ8MHzx4MMaOHYvk5ORSY5jNZiQkJMBoNOLDDz9EQEAANBoN5s2bB39/fwwZMkQea7C433//HV26dIHFYsG+ffvK1QECPDwT9PHHHwMAXn31VTz55JNo2LCh0/t8Dh06hB49enhSVLWhtus3atV+AIACs8H23bo4A7WBAACTsL7BXmWXJ8+UCwDQqKzLSauy5im0FCpiNAiIlPNkGNMBAGG62oq65JmyFd8DNEF283IAAALWDmiwn/NBKXMKM+WfaxVLI8UP1AYDALIKraN7h/iFO43lrvLEC9fXrZCyyyrbtnzMtnVZfB0AQJNaLRXfpYNKqF+ELUaGPE8I6wjqBksBAMAC63dpGWQabwAo2j7sZRjTAAB+auevfDHaYlrjpNvqovw7J9RJ/SWB2loAirYJbbFynLVdIi2DKznW7U7aT3IL8wAAGrt6WGzbpMW2LKT9w9U2ChRtz1IdYctrEtb9RqfWAwDMwiznUduWocU2LVRnXR+5pixF7CDb9q0oTxQrrwT55lzbT8X/2FMp5gdpQ+Q50jI22fZ7aZ0WpQ221bVoH1fblqG03KS00h+ZarttRqq3lF9KK00vqrNjfS22bV0trzOVrRxruRYnOQstRkU7pGNR8WMUULTOtMV+/Whsx76i9hT9clbZ6iBtz1IMqU4a23HUZDHJeaT9TsjrRbl+pH26tr6+Qx3TDFetdbTVyc92rA/2czz+XM6zXrYJ0ATa6qiCWetsKdUc58+fx5IlS9C2bVt06dJFMW/UqFH4+OOPMW3aNKxfv77EOB9//DEOHTqEZ599FkFBRb+/NBoNhg8fjrlz52LFihV45plnFPmuXr2Kvn37ok6dOvjkk0/g7+9f7rZ4dCYoLCwM9evXx2uvvYbIyEiXNzp37twZffv29aQoIiIiKqYqXqC6YcMGmEwmp2dfunbtCgDYsmUL0tPTS4yzdu1aAHAap1u3bgCAZcuWKaYLITBo0CBcvHgRiYmJHnWAAA87QS+88AJycnJgNBpLTWs/cjQRERF5TlUB/7lr27ZtAIDmzZs7zIuIiECjRo1gNBqxZ88elzHy8vLwww8/uIzTrl07AMCRI0eQmVl0xWL16tX4+eefkZCQIL+pwhMedYL+/ve/Y/jw4fjvf/9batrevXt7UhQRERFVA0eOHAEAREZGOp0vvSv06NGjLmP89ttvMBgMLuNIMYQQOHbsmDz9rbfeAgD06dMHr7zyCh588EE0btwYcXFxWLp0qdv3IHt0T9Dq1avRo0cPLF26FBaLxekb5U0mE37++Wdcu3bNk6KIiIioGE/H+pHyZmUp75XT6/XQ6/UO6Q0GA3Js9/4VfzG6RHpHaFpamstyr1+/Lv/sLI79y9WlOEePHsW5c+egUqmwd+9eTJ06FW+99RZOnz6NhIQETJw4EceOHcP777/vstziPOoEvffeezh+/DgAYP/+/S7TCSF8fkAmIiKiilZRI0ZLb3aQzJw5E6+99ppDevv7fAIDA53HVFsvMklnepwpLY4Uwz7Orl27AADt27fHihUr5Pm33347Nm/ejDZt2mDp0qX429/+hv79+7ss255HnaAZM2Zg8ODBuOuuu9C0aVP4+fk5dHYMBgMOHz6Mc+fOeVIUERER3SIpKSkICSl6gtHZWSAA0OmKnhp1delJuk84IiLCZXmlxbG/11iKc+nSJQBAo0aNHNK3atUKvXv3xo4dO7By5crK6QQ99thjuP/++/HNN9+UmM5gMKB+fcfHEImIiKj8VLbhEj3JDwAhISGKTpArERER0Ol0MBqNyM11NtQCkJGRAQBOb5GRNGjQQP45NzdXcfnLPoZ9HOmSnat6DhgwADt27MCpU6dKbYfE49dmvP322zCZTC7nHz16FGq1Ghs3bvS0KCIiIrKjhoePyLv5dJhGo0Hbtm0BAJcvX3aaJjU1FQAQGxvrMk5MTIx85chZHCmGTqdDmzZtAAB161rHaSp+/5JEusHanZujPe4Ede7cGVqt6xNKwcHBuPfee9GxY0dPiyIiIiJ7Ks9GjS7PWzOkcf9OnjzpMC8tLQ2ZmZkICgpCfHy8yxjh4eHyQIvO4ki30PTq1UseSDEuLs5legDymEGtWrUqa1M8uxwGADdu3MCePXuQmZkJi0U5SqbFYkFaWhqOHj2KUaNGlXrZjIiIiKq38ePH49///rfTl6Xu3bsXADBo0CDFfT/OTJgwAfv378fu3bsxePBgp3FGjBghT7v//vsRERGBCxcu4NSpU/IZKYn0qo7HHnuszG3xqBN08OBB9O3bVzGQkTNCCBw+fNiTooiIiKiY8g54aJ/fXdHR0ZgwYQKWLl2Ko0ePokOHDvK8xMREBAQEYObMmfK0pKQkvPTSSxg5ciQmTZokTx81ahQWLFiAjRs3Yu7cufKZHKPRiPXr1yMmJgaPP/64nD4oKAgzZ87EP/7xD8ydOxerVq1S1CsxMRHt2rVTdJxK41En6PXXX0dOTg7i4+MRGRmJnTt34v7771ek+eqrrzBo0CCMGjXKk6KIiIiomIp6RN5d8+bNw8GDB/HMM89g+/btCA8Px+LFi/HFF19g7dq1ilGg58+fjwMHDuDUqVOKTpCfnx/WrVuHe+65B1OmTMGiRYtgNBoxYcIEWCwWfPLJJ/Dz81OUO2nSJPzyyy9ITExEp06d8Pe//x1msxmvvvoqUlJSsGfPnhJv0SnOo07QgQMH8O233+Kee+4BAMyaNQvx8fHo2bOnnGblypXYtWuX/B4QIiIi8m5BQUFISkrCjBkzEBcXB7VajZiYGBw8eBDt27dXpB0+fDh2796NJ554wiFOTEwM9u7di5deegnR0dHw8/PDAw88gGPHjqFevXpOy161ahViY2Pxn//8B7NmzUKdOnVw991349ixY24/ie5RJ6hWrVpyBwgAxo0bh2nTpik6QaNGjcLkyZOxePFi/P3vf/ekOCIiIrJTUSNGl0dwcDAWLFiABQsWlJhu5MiRGDlypMv50dHR2Lx5c5nLVavVeOGFF/DCCy+UOY/LWJ5kDg0NVQyL3bBhQwgh5PeKANbKarVazJs3z5OiiIiIqBh1Bfznyzw6E9SvXz907doVvXr1kq/NTZs2DQMGDMDixYvRuHFjzJ8/Hzdu3HB4cswbmSyFMFqKRrHUaawjamrV1muW0g1mFmEGAGjUGjmfxE9tvVte6n1LadUqjaKsTOMN+WcpbobROsy4xpZWwPVYCIHaWgCAPFM2ACDfnGuri3VMp2C/UEU9nCkeP8Qv3CFNdmGGLV6YyziuOItXXlI7ASBQGwygaHlJwnS13Y4rLaeS3CiwvhcvQm89dSst45KWTaatbsUHOQvVWUdGzTPlyNOkbSRMV0cxT4ovrSdpO7SnUVl38SDbMpHKLUpbtP4LzAbbv/kAgIaBjQEAWYU3bbE0tlhFA5WlGa4CAOr4Wwc+yywoAABczbNOD9Nb1/F1Q9G7A/1t+02DAOuYHlfzraPAFl/Wtey+m23LQGKB9Xjip9bblgFs/9pvs8IWNwxA0TYi7U+5piyH9sjxbeVJeaRtyhkhpGObypbHun6K7+P261SqpcWW11/j4vUDqqLtQ4ojjYEixZDqlmu3D0htk+ok5ckutD7EIi1r6bhgXyut7RhlFsrx36RjV4AmyKEcrUq57WUY02x59Iq6A0XbUfFns4u3T2XXdnm92uZJy0U6bkp57Y9n0nqX6ijVwE9la59tP820O04UWAoUdcw0ZgAA9LZtNsu2z+nV/nKe22z7iSTNcNXtl3hS1fGoE/TSSy9h27ZtSExMxPr16/Hss8/i9ttvx7PPPouHHnpIsUG688gaERERla4qL4fVBB51gvLz8/H000+jVq1aaNeuHTQaa+/5hRdeQFhYmPx2+b59++KVV16pkAoTERGRFTtBnvGoE3T//ffj5MmTGDlypMNd3+PHj8f48eM9qhwRERHRreJRJ0i6Kfrhhx+ukMoQERFR2anh/vu/iuf3ZR7dFr5gwQJERERg4MCBpaaNjo72pCgiIiIqxpP3hnl6Ka0m8KgTNGTIEHz66ad47rnncObMGadpDAYDVqxYgT///NOTooiIiKgYj94g7+Fo0zWBR5fDQkNDkZNjfexzxYoVFVIhIiIiosrg0Zmgp556CkKIMn2IiIioYqkq4D9f5lEn6J///CciIiLw+++/o7CwEBaLxeFjNpuxe/dun7/uSEREVNHUKrXHH1/m0eWwyMhIPPfcc2jZsqXLNCqVCj179uRgiURERFSteNQJAoDXX3+9TOk2btzoaVFERERkh4MlesbjThARERFVFU/v6/HtTpBvXwwkIiIin8UzQURERF7K07F+OE4QEREReSVPH3PnI/JEREREPohngtyg1wQAKBr48UZBmm26PwBAq/Kz/qu2LlaTxWT9V5jkPP6aAACAWZgBABbbv6G6CABAdmGG4rt1WiYAINgvVJFGo9Iq5gtY5DxqW//WYpumsa1qaUyIohiaUtuda8oqNqXoL4dgvzAAQJ4pGwAQqA0uljdb/jnINi/PZB1lXFoGxdslxSxJ8WUi4DggZ5iudqlxJFmFNwEAIX7hZc4jidDXAwDk2Orkp9YBAAK1tVyWI9VWqn/x+fakeNKylLYZ6S84s237sv+LTloe0jYp5Q21LZM8OVbRNiNtmxJpGUvLxFnd6vg3UHyPCgmxxrWVXzegrkOeYJ01zY2CawAAvVqvmH/NcBkAUM//NnmaSRQCANTCur1Ky0Tax6RT+vbbswrKbV1aPlIsaTu+WXBdzhOur2urv3W5mC3WZS0tv6Bi2zdQtKylfUteprZBYqV62D+FI2xp/NR+ijpqbd+ldaxW7J/W/LX8rMtP2t6kf2sV25bs6y1ti9K+l2/OVdYV9tuPsNVRKOokLetsS4acx2SxLkudRm/LI60Hax6z3bGveDuk5SalURf7m9w+r9Z2rJPWnbRMNbZlKtXdvj1FccyK71K7CiwFAIAGAZHyvEzjDQCA0Tavlp91fRvN1u9BtuVoMBscyknN/8taF5VK3n4qg1rl2SUttW+fCGIniIiIyFupVGqoPBjw0JO8NQE7QURERF6K9wR5xre7gEREROSzeCaIiIjIS/ERec+wE0REROSl+NoMz/ByGBEREfkkngkiIiLyUmqooPbg5mZP8tYEPnUm6Msvv4RKpcKqVauquipEREQeky6HefLxZT7TCUpLS8NTTz1V1dUgIiKiasJnLodNnDgROTk5VV0NIiKiCsPBEj3jE61fu3YtUlNT8eijj1Z1VYiIiCqMdE+QJx9fVuM7QX/99RdefvllJCYmQq2u8c0lIiKiMqrxl8PGjRuHmTNnolmzZlVdFSIiogrFcYI8U6M7Qe+//z4CAgIwbtw4t/IVFBSgoKBA/p6VVfwt6kRERNWBZ+8Og49fDquxnaBz587h3//+N/bt2+d23tmzZ+P111+/BbUiIiKqOCp4eCbIxztBNfImGYvFgtGjR2PBggWoV6+e2/mnTZuGzMxM+ZOSknILaklERERVqUaeCZo7dy5uv/12PPzww+XKr9frodfrHaabhQVqlUb+7q8JAADU9W8IAMgqvKlIr7FLKykwGwAAEXpl5+xGwXUAgJ9a55DHZDEW+15oS2vtwQtYAABquz6t2vbYozRNqnehLZZGJa16IefJKcwEAFhs8bQqPwCAwZzntM5AUZtD/MIBANmFGQCAYL8wp3UHgEBtLYdpruSZsq1xhElRTrBfqCJdkDbEZZ1cybXFdpZWimE0Wy+L1vFv4DJOpjEdABCqq62oc67JehnVZDHJaUN1EYo8xRUtx0x5mrS+pXUo/eUmbOsuTFfHoT1SHmnbUNm2gzxTjm26VS275Si1WavW2mIYFdOluqUXpMp5tLbtSGp7vUDrup298xMAwDsPjgcAtA2PkfNkGK3xnG1PAFDP/zYAQKbxhjxNp9bb2mFlEWbbT1JL1MWmF70YUtoWpfWiEta00l/PIba6A0XrTNp3TcK6HIO0wbb5tu3RtnwBQKv2U9S/0FKgqLO0vUuxAUAI63oRtgZJ+6MQwtYO5XqzL1PaNjS2fVzaN+zXv9k2TdpWpHnS8lFD2pZgl8c2zxbXz9auoiOEsP2/aIpOo1fUt2j5WyNL25J9O6RtsngbLcWm25dstMWVz1rY/jHJMRzPZmTY9jGpPWbbfijtR1L7btqOvfZtk+ZJdZFiSPtyuqEoT4OASABA/YBGAICLOX/AYMp3qM+twhGjPVPjOkHHjx/HqlWrcPDgwaquChER0S3FcYI8U+Nav3DhQpw5cwYhISEOQ4MnJiYCAMaOHQuVSoUxY8ZUbWWJiIioytS4M0H16tVD69atnc67cuUKsrKy0KBBA4SGhqJhw4aVXDsiIqKKo/Lw6TBfvzG6xnWCZs+ejdmzZzudN2bMGCQmJmL27Nk8C0RERF5PpfJsrB8fHyao5l0OIyIiIiqLGncmiIiIyFfwcphn2AkiIiLyUnxthmd86nLYqlWrIITg/UBEREQeMhqNmDNnDlq3bo0WLVogPj4eu3fvdjvO1atX8fTTT6N58+Zo1qwZhg4diosXL5Y5/6VLlxAeHl6u3+0+1QkiIiKqSaTBEj35lEdBQQEefPBBrFmzBjt27MAff/yB559/Hn369MGmTZvKHCc5ORlxcXHIyMjAyZMnce7cOdx2222Ii4vDmTNnSs0vhMC4ceOQkZFRrnawE0REROSlio+HV55PeUydOhVJSUlYuXIlGjduDABISEjA4MGDMXbsWCQnJ5caw2w2IyEhAUajER9++CECAgKg0Wgwb948+Pv7Y8iQISgsLCwxxn//+1/s3bu3XG0A2AkiIiLyWp6fB3K/G3D+/HksWbIEbdu2RZcuXRTzRo0ahdzcXEybNq3UOB9//DEOHTqEhIQEBAUFydM1Gg2GDx+O48ePY8WKFS7znz17FnPnzsX06dPdboOEnSAiIiIqsw0bNsBkMqF79+4O87p27QoA2LJlC9LTnb8jUbJ27VoAcBqnW7duAIBly5Y5zWs2mzF69Gi8++67aNDA9bsdS8NOEBERkZeqisth27ZtAwA0b97cYV5ERAQaNWoEo9GIPXv2uIyRl5eHH374wWWcdu3aAQCOHDmCzMxMh/nvvPMOWrZsiUGDBrldf3vsBBEREXkpVQX8BwBZWVmKT0FBgcsyjxw5AgCIjIx0Oj8sLAwAcPToUZcxfvvtNxgMBpdxpBhCCBw7dkwx79ixY1i5ciUWL17sMn5ZsRNERETk46KiohAaGip/XL1+ymAwICcnB0BRR6W40NBQAEBaWprL8q5fvy7/7CyOFKN4HKPRiNGjR+ODDz5QpCkvDpZIRETkpdQqFdQeDHgo5U1JSUFISIg8Xa/XO01vf59PYGCg85hq6/kV6UxPeeJIMYrHefXVV3Hffffh3nvvdRnbHewEuUXAXxMgfyu0GJVzhQUAoFZpAAAmYQIAWIRZTqNWWVdsVuFNxbwIfV0AwDXDZQBAgTlfzqPTWDfGNMNVAICf2k9RvjRfCGFXG2mnELb/C0X5JmF97FCjKtoELLDYcipPEOrUekWdQ/zC5XlalR+cyS7MsJWnkaflmrIVdbLYllewX1ixvEXXf4P9QhXxMozKG+20tvrbX9eWlkum8YatNGt5fmodACBIG6z411l95Tbamie13Z7atpykZZhpq5vWVo50mlnYlqs94TDFKsfWdott27HGUy7jWn7Kv37yTNa/ykyK7VFVrA7KEqWlZb+si+bZ2qXWKr5Ly8h+mP1QXW0ARdvmhUzrcjr0wwkAwA8x1kdXW4e1kfPoNf6K8qRla7JY2yztC/br1CLvW9a6qIttoyZLoW2+xm6qtc1F68VPEUPa7vLNuYrW25cnrUsphtTePHlbBsy2fViqA+RlbiWvU7vtQIorHTNUtjpJ/5rM1lgqtcouj3J9SOtU2u/t40vTNGqNrT1mxTIoXlcAdr9IpWOGchuSlonGbhkrjzlF8aR1J+2L9utFildoq4O/bXuQyiu+bu3bJpUnLQOpxtKx1r5u0n5ptFh/gUrrSVrG0nczio7PGQXWY0b9gNsAFB1rjZYCRbukdeFM41otkGXJcjm/olXUazNCQkIUnSBXdDqd/LPj+rcyGq3rPSIiotxxpBj2cX7++Wds374dBw4cKLWeZcXLYURERFQmERERcgcmNzfXaRpp4MI6deq4jGP/RJezOPaDH9apUwe5ubl48sknsWrVKvj7+zukLy92goiIiLxUZT8dptFo0LZtWwDA5cuXnaZJTU0FAMTGxrqMExMTI5ftLI4UQ6fToU2bNvj000/x22+/oXPnzg71Hzt2LAAgMTERKpUKTZs2LXN7eDmMiIjIa5VvwEP7/O7q27cvjh49ipMnTzrMS0tLQ2ZmJoKCghAfH+8yRnh4OLp06YL9+/fj5MmTaNOmjWL+uXPnAAC9evVCUFAQatWqhdatWzuNlZmZiatXryIkJAQNGzZEo0aNytwWngkiIiKiMhs/fjzUarXTl6VKr7AYNGiQ4r4fZyZMmAAAJcYZMWIEAODRRx/F6dOnnX6kJ9mkNN9//32Z28JOEBERkZeqisESo6OjMWHCBJw4ccJhLKDExEQEBARg5syZ8rSkpCR07doVixYtUqQdNWoU2rVrh40bNyqeADMajVi/fj1iYmLw+OOPu10/d7ATRERE5KWq6i3y8+bNQ+fOnfHMM8/gxo0bEEJg0aJF+OKLL7B69WrFKNDz58/HgQMHHN7x5efnh3Xr1sFkMmHKlCkwmUzIy8vDuHHjYLFY8Mknn8DPz/kTyBWFnSAiIiIvVVVvkQ8KCkJSUhK6deuGuLg4REdHY+fOnTh48CAGDx6sSDt8+HAEBwdj9OjRDnFiYmKwd+9epKamIjo6Gh06dEBYWBiOHTvm8h6gisQbo4mIiMhtwcHBWLBgARYsWFBiupEjR2LkyJEu50dHR2Pz5s3lrseYMWMwZsyYcuVlJ4iIiMhLVdRgib6KnSAiIiIv5cklLSm/L+M9QUREROSTeCaIiIjIS1kvhpX/fAYvhxEREZFXqqi3yPsqXg4jIiIin8QzQURERF6KT4d5hp0gIiIiL8WnwzzDTpAbCi0FyDPlyt/zzXkAgAh9Pafp1SrHq41mYQIACCGs/0Io5ku98jr+DRzy3rBcs6axxdWqNAAAi7DYYpvltH62NMV7+RapXNu/9juAlFZjiyvngcU23xoz15TtkEeaplFpFe2S2mtPqqeU9mbBdVseK3+Nv5w203hDUU8/tfWFfCZLoaJualG0rKU0EjU0ijw5hZmK8hRttdUtz5QDADBaDLbpQjHfWo51OHetrTytyk+RRloGGlXRsO/ZtrKlZZxekKrIK7VTa9cGo9mgmAcEO6l50XYAABq1cj1I61sS5BeqqA9QtC7NolBR76LvypgAcM1wGQCgtm0bdQIDrTPyreu9VXhTAIC/JkDOk1NYtP3Yxw3RhyummyxF247UcmkZFFqMtu9qWx2ty1yrLjqkSdPUtmUtfZfamVV4E4ByuenUelud1La2QhEj15QFAAjShsh57JehNa1UJ2v9jeYCAECANgjFSWml9qhty0Kn0dvqZrfepJ9VFkWdpG3Jfr1Iy0lahlJauRzb+pL2HyvlcpLWi/02DwAmu31aq1L+CpHqIu+XxY4l9uR92RZPWg9aJ9uZtM6ELW6hpcAWQ1pfymOh9WejnNs+TYE5X1E3++O0VI7U5pvGdABFxyRpXeab8h3as+/aLgBAq9C2yCrIdphP1RM7QURERF6Kl8M8w04QERGRl+LlMM+wE0REROSl1Lb/PMnvy3y79UREROSzeCaIiIjIS/FymGfYCSIiIvJSvDHaM7wcRkRERD6JZ4KIiIi8lYeXw8DLYUREROSNeDnMM7wcRkRERD6JZ4KIiIi8FM8EeYadICIiIm+lUnl2X4+P3xPEy2FERETkk3gmiIiIyEvxcphn2AkiIiLyUhwx2jPsBLnBIgQ0Ko38XafWAQBS8y8BAAK1tQAAZmEGAPjZ5mcXpst5gv1CAQB5phwAgL8mEADwV955AECQLcZ1wxWHckzCZKuIdaM1mPMAAKG6cACA2q5ugFDmEcq2CFgUdbXmVyumSd+lvxSkthdaCuQ8WrWfomwhhC2PaxqVVhFXiiFslbQIi12dNLZ/VbZ55mLT1Yrp1rhqRRuluvjZyjGYDQAAf42/nMdoMdrS6BR1lcrR2Mo3C/sryMpW5pus6yNAa12nBbZy7GNKy1ZaltI8YWuz1Hb7PNLykfLmmrIU5Ut57de/FL+oPK0ifp4p25ayaMOQlr8Up/g6lNojLXP7cvJMuQCAgS17AwAWZa4HAFzPvwEAMJjz7dpjrcuFnHMAgAh9HQDANcNl63xbXe33NbPdNmHfdkuxfc0iim3odmml7a1QXtfStlvUnqL9Qdj+L23PakU7hKIc68/5tv1Rp9Yr2qkqtu3alyOVrbXV31AshslSKOfRytuKbd+2GBTtE3brUlXsJ42tHKMtnrRv2Kc0w1YnSMcBky2FStEO2LXdYosj1cnVscN+GVuKba/Sd6kmRcuraJ1L60zaJor2iUJbWqGYb1+XrMIMAEXLVK/RK+bbHwMj/K3bYqEtbqA2CABgNBfY8lqPGc2CW8p5/sw+AwCIqtXEGkNfF1q9HpWFZ4I8w3uCiIiIyCfxTBAREZGXUsGzszm+fR6InSAiIiKvpYKH9wT5eDeIl8OIiIjIJ/FMEBERkZfijdGeYSeIiIjIS7ET5BleDiMiIiKfVKM7QUII/O9//0NsbCz8/f0RERGBgQMH4pdffqnqqhEREXlMGizRk48vq9GdoKeffhrPPPMMjh8/DpPJhJs3b+Lzzz9H9+7d8emnn1Z19YiIiDyiqoD/fFmN7QR99dVX2LJlCxITE5GVlQWDwYCtW7eibt26KCwsxNixY5GWllbV1SQiIqIqUmM7QatWrcKOHTvwxBNPIDg4GFqtFgMHDsTHH38MAMjKysLnn39exbUkIiIqP14O80yN7QTdfffd6NChg8P03r17o2PHjgCA69evV3KtiIiIKg4vh3mmxnaCnn/+eZfzoqOjAQBNmjSprOoQERFVOHaCPFNjO0ElSUtLg16vx4MPPljVVSEiIqIq4nODJebl5WHv3r148sknERYW5jRNQUEBCgoK5O9ZWVmVVDsiIqKy8/S+Ht4T5GOWL1+O4OBgvPHGGy7TzJ49G6GhofInKiqqEmtIRERUNrwc5hmfOhOUnp6OWbNmITExERERES7TTZs2DVOmTJG/Z2VlISoqCgHaIOSYsuXp/hp/20/WjchosZ490qqsizXflGv77ifnySm05tdr9IoyAzRBAACNLa1WU5THYM4HAPjZ5kk990CtNY9FWGx5NXIeYauTNK3QYrTGUOsUdZSmW2ltea3xhJBap7KVY7bFLNpspHlmi8lWN2u/2ixMKE7Y6lmUWaqjVBfr8tNodHISky2uWS5bY6uLkFtqXw/7OqhtcaVypeka278CQs6jtk2T22Orf/HlZN92KY8kQBuoiKEvtn3Y/yzlLTAbFHUq3m77PFLZ0vpWy+2Q6lO0/qXlIy2v4uvDbMtkvwwkUluldkhppG1H2h7tf9aqrXXbf+UIAKD2XY0BAJuOWQcmHdFquJxHLW+L1u1Z2m+kbUinte4bJrs6S2WbLIWKZSHtW3lm676mV/vLeaS4OrW0r1nbobZtd1Ld/TWBdm0vcNpmo8W6ntS2vxstKNqWpboEaWsBAPLNedb2mE228hy3N0nRvqtcX8W3LWt+ab+02LWmaNuR9k9lWdZ/pf1HLe8/tn3CLr5UtrTtSWlzTdYz4bW0Idb5dm1HsX3L1gy7Y4Xj9ieVLW0zwrZMjWZp2cNJ3Zz/qhK27Vxab2pNgF051jrobevfaNvupLpI9cizHacBoK5/fWvdbNuVfOy1bauFtu1P2m8B4IbBOtRKZC3rNn/dcAXZhqLfE1S9+dSZoKeeegr/+te/Sr0XSK/XIyQkRPEhIiKqbqryTJDRaMScOXPQunVrtGjRAvHx8di9e7fbca5evYqnn34azZs3R7NmzTB06FBcvHjRZfqkpCT07t0bwcHBCAoKQvfu3bF+/fpytcFnOkFvv/02GjdujBdffLGqq0JERFQxPB0jqJz3BBUUFODBBx/EmjVrsGPHDvzxxx94/vnn0adPH2zatKnMcZKTkxEXF4eMjAycPHkS586dw2233Ya4uDicOXPGIf1HH32EPn36YOfOnTAYDPJ9vsOHD8cLL7zgdjt8ohO0Zs0anDlzBu+9915VV4WIiMjrTZ06FUlJSVi5ciUaN7ZeCkxISMDgwYMxduxYJCcnlxrDbDYjISEBRqMRH374IQICAqDRaDBv3jz4+/tjyJAhKCwslNNfv34dzz//PKZPn44rV66gsLAQhw4dQlxcHADg3XffxbfffutWO2p8J+jTTz/FZ599hhUrVjjcBW82m5GSklJFNSMiIvKUqgI+7jl//jyWLFmCtm3bokuXLop5o0aNQm5uLqZNm1ZqnI8//hiHDh1CQkICgoKC5OkajQbDhw/H8ePHsWLFCnn6unXrMGvWLLzxxhto0KABAKBTp07Yvn27fJ/vRx995FZbanQnaOvWrUhMTMTatWuh1SpvrLt69SrGjBmDP//8s4pqR0RE5JmqeG3Ghg0bYDKZ0L17d4d5Xbt2BQBs2bIF6enpJcZZu3YtADiN061bNwDAsmXL5Gk6nQ4TJ050SFu3bl2MHj0agPtvgqixT4etXbsWY8aMQa1atdCoUSPFPKPRiOzsbERFRWH16tVVVEMiIiLvs23bNgBA8+bNHeZFRESgUaNG+Ouvv7Bnzx48/PDDTmPk5eXhhx9+cBmnXbt2AIAjR44gMzMToaGhTjtAkvK+CaJGngnatm0bRo0aBZPJhIyMDKSnpys+2dnWxxeHDx/u8wNFERGR96qKp8OOHLEOhREZGel0vjQQ8dGjR13G+O2332AwGFzGkWIIIXDs2LFS65SWZh2qYODAgaWmtVcjzwQNGDAAFoul9IRERERezNPH3KW8xd+MoNfrodfrHdIbDAbk5OQAgMu3LoSGhgIo6pg4Y3/ZylkcKUZpcSTfffcd2rVrh759+5aa1l6NPBNERETkCyrqnqCoqCjFmxJmz57ttDz7+3wCAwOdplGrrV0L6UxPeeJIMUqLAwDHjh3DTz/9hCVLlijylUWNPBNEREREZZeSkqIYGNjZWSDAenOyRAjHUdAB6323AEp8M0NpcaQYpcUBgMmTJ2Pq1Km4++67S0znDDtBREREXsr6kLsnl8Osyvp2hIiICOh0OhiNRuTm5jpNk5GRAQCoU6eOyzjSI+4AkJubq7j8ZR+jtDgLFy5EcHAw3nrrrVLr7gwvhxEREXmpyr4xWqPRoG3btgCAy5cvO02TmpoKAIiNjXUZJyYmRr4U5yyOFEOn06FNmzZOY+zatQtbtmzBxx9/7PZlMAk7QURERFRm0s3HJ0+edJiXlpaGzMxMBAUFIT4+3mWM8PBweaBFZ3HOnTsHAOjVq5diIEXJr7/+ihkzZmDLli0u700qC3aCiIiIvFRVDJY4fvx4qNVqpy9L3bt3LwBg0KBBivt+nJkwYQIAlBhnxIgRDvN+//13PPvss9i4cSPCw8Md5pfllR0SdoKIiIi8VFWMExQdHY0JEybgxIkTDmMBJSYmIiAgADNnzpSnJSUloWvXrli0aJEi7ahRo9CuXTts3LhR8QSY0WjE+vXrERMTg8cff1yR5/fff8e4cePw0UcfKe4rAoD8/Hy8++67WLNmTZnbwhujiYiIyC3z5s3DwYMH8cwzz2D79u0IDw/H4sWL8cUXX2Dt2rWKUaDnz5+PAwcO4NSpU5g0aZI83c/PD+vWrcM999yDKVOmYNGiRTAajZgwYQIsFgs++eQT+Pn5yemPHz+OBx54ADk5OejUqZOiPmazGVlZWbBYLDh79myZ28FOkBv+zD6Lpv5N5e9+auupPoM5HwDgr/IHAJiESTFfi6LH/zQqDQAg35wHACi0WB8DVNum5xqto1n7awLsyrFuBEZbWg1sMUzWGLX8QhSxrHmsjzeahfQGXmtv/0reJQBAHf/6tun2jyZaf1bbThCqVWpFCouwKNpgjW+CPY0tj8k2WKXaLq0UR4or/QUibHOk+BZhdogv18X2KKXadgrXaC4AAOg0/nIeKb+wxZOWW4BWum7s+JePFNdgsa5LaZlLVPKysB+Es3gc63dp/Uvl26eT1pFWrVX8Ky1zaVtSa4qWm2O7pGWgVtRNZXdiVypHqq80Tyqv+HIFALPFOk3a9vJM1ic/dLbtuChm0Tbjb1vu1/KtNzGG+wcDAGLbtwQA1LNdyy8wF/2VJ63nfFtb9bYY0ml5abkVWoreHi0tn6Jt0FqHPHOuYtnYb48albZYXGFLY1aUa7QU1U1qo7y8VH6Kf4tvu/Z1kqYFaKxtNtj2canuyjzWOuhs+2nRdiztt9b5Jvv9y7Y5SfuUyrYepDpL7bW2VTlYrEatsaUttMU32cr3t8tjjSctLymu3pZGOmbZk5ahfByztVWqt7RspGMhAAiYFW3WqJW/hqS6SfPt0+htyyu7MBNA0bYqlXM9/6qcR2vbh3Uaa9k3C24o6nryxikAQLva7eQ8F3Ksl1GiallfvfBH1u8AgHoB1uNlTmGOwzK4kndV8f3kzd+Qn5PvkO5WKe8lLfv85REUFISkpCTMmDEDcXFxUKvViImJwcGDB9G+fXtF2uHDh2P37t144oknHOLExMRg7969eOmllxAdHQ0/Pz888MADOHbsGOrVqyenu3z5Mu655x7cvHkTAFw+mdalSxe0bNmyzO1gJ4iIiMhLVdSI0eURHByMBQsWYMGCBSWmGzlyJEaOHOlyfnR0NDZv3lxijNtuuw03btwoTzVLxHuCiIiIyCfxTBAREZHXUsHZJX738vsudoKIiIi8FLtAnmEniIiIyEtV1Y3RNQXvCSIiIiKfxDNBREREXosXxDzBThAREZGXYhfIM7wcRkRERD6JZ4KIiIi8Fs8FeYKdICIiIi/Fp8M8w8thRERE5JPYCSIiIiKfxMthREREXqoqX6BaE/BMEBEREfkkngkiIiLyUjwT5BmVEEJUdSWqu6ysLISGhiIzMxMhISFVXR0iIqrGKuN3hlTGn6m/IzgkuNxxsrOy0bx+K5/9/cYzQURERF6Kj8h7hvcEERERkU9iJ4iIiIh8Ei+HEREReS3Pboz29ddm8EwQERER+SSeCSIiIvJafIGqJ9gJIiIi8lLsAnmGl8OIiIjIJ/FMEBERkZfiOEGeYSeIiIjIa/GCmCd4OYyIiIh8Es8EEREReSmeB/IMO0FERERezde7MuXHThAREZGX4o3RnuE9QUREROST2AkiIiIin8TLYURERF5K5eELVD17+ar345kgIiIi8kk8E0REROS1+JC8J9gJIiIi8lLsAnmGl8OIiIjIJ/FMEBERkZfiOEGeYSeIiIjIa/GCmCdq/OUwo9GIOXPmoHXr1mjRogXi4+Oxe/fuqq4WERERVbEafSaooKAA/fr1Q2pqKnbs2IHGjRtj06ZN6NOnD9auXYuEhISqriIREVG58TyQZ2r0maCpU6ciKSkJK1euROPGjQEACQkJGDx4MMaOHYvk5OQqriEREZEnVBXw8V01thN0/vx5LFmyBG3btkWXLl0U80aNGoXc3FxMmzatimpHRETkOenGaE8+vqzGdoI2bNgAk8mE7t27O8zr2rUrAGDLli1IT0+v7KoRERFRNVBjO0Hbtm0DADRv3txhXkREBBo1agSj0Yg9e/ZUdtWIiIioGqixnaAjR44AACIjI53ODwsLAwAcPXq0kmpERERUsVQV8J8vq5FPhxkMBuTk5AAo6uwUFxoaCgBIS0tzmFdQUICCggL5e2ZmJgAgKyurgmtKREQ1jfS7QghRCWVlV2l+b1cjO0H29/kEBgY6TaNWW0+CGQwGh3mzZ8/G66+/7jA9KiqqgmpIREQ1XXZ2tvwHd0XT6XRo0KABopu28jhWgwYNoNPpKqBW3qdGdoLsV6arnrjRaARgvT+ouGnTpmHKlCnyd4vFghs3bqB27dpecSd9VlYWoqKikJKSgpCQkKqujsfYnuqN7ane2J7KJ4RAdnY2brvttltWhr+/P5KTk+XfZZ7Q6XTw9/evgFp5nxrZCYqIiIBOp4PRaERubq7TNBkZGQCAOnXqOMzT6/XQ6/WKaa4uq1VnISEh1fYgUR5sT/XG9lRvbE/lulVngOz5+/v7bOelotTIG6M1Gg3atm0LALh8+bLTNKmpqQCA2NjYSqsXERERVR81shMEAH379gUAnDx50mFeWloaMjMzERQUhPj4+MquGhEREVUDNbYTNH78eKjVaqcvS927dy8AYNCgQTXyZjC9Xo+ZM2c6XNLzVmxP9cb2VG9sD5FrKlEZz/BVkYkTJ2Lp0qU4cuQIOnToIE8fPHgwtm/fjl9//dXpYIpERERU89XoTlBubi7i4+Oh1Wqxfft2hIeHY/HixfjXv/6FtWvXYvDgwVVdRSIiIqoiNfLpMElQUBCSkpIwY8YMxMXFQa1WIyYmBgcPHkT79u2runpERERUhWr0mSAiIiIiV2rsjdFEREREJWEnqAoYjUbMmTMHrVu3RosWLRAfH+/0KTYA+OOPPzBy5EjUrVsXer0ebdq0waxZsxTvNrtVZUsOHz6MAQMGoFmzZmjZsiWmTp2K/Px8j2JKzGYzunXrhqZNm9aI9pw9exbTpk3Dww8/jH/84x/48MMP3WqPEAL/+9//0K5dO7Ro0QJ33nkntm7dWmKec+fOYdiwYWjWrBmaN2+Op59+Gjdu3ChXe/Ly8jBjxgy0bt0akZGRaNCgAQYMGICff/7ZrXaUp2xJaetHsm3bNnTv3h2rVq2qkHje0B5vOB64057iquPxgGo4QZXKYDCIe++9V7Rt21ZcuHBBCCHExo0bhZ+fn9i4caMi7a+//irCw8MFAKHVagUA+dOzZ0+Rl5d3y8qWfP7550Kv14v58+cLIYTIyMgQPXr0EHfddZfIyckpV0x7b775pgAgmjRp4lZbqlt7jEajeOmll0S9evXE6tWrhdlsdrs9FotFjBw5Utx2223i+PHjQgghdu/eLQICAuT6FnfgwAERGhoq/vnPfwqTySTy8/PF4MGDRXR0tLh69apb7cnPzxddunQRrVu3lssvKCgQU6ZMERqNRmzdutWt9tyK9SOEEBs2bBBdunSR94WVK1e6rENZ4nlLe7zheOBOe5ypbscDqvnYCapk//jHPwQAsX//fsX04cOHi6CgIPHnn3/K07p06SIGDx4sTp48KSwWi7h06ZIYNWqUfHCZNm3aLStbCCEuXrwogoODRb9+/RTTT58+LVQqlZg4caLbMe0dOXJERERElPugV13ak5ubK3r37i2aNWtWYntL89577wkAYsOGDYrp06ZNE2q1Wuzdu1cxPSsrS0RFRYmYmBhFp+vmzZsiMDBQ9O/f3632zJs3TwAQP//8syKt2WwWLVu2FA0bNnSrc3cr1o8QQvzxxx/CYDCI6OjoEn/JljWet7THG44H7rSnuOp4PKCaj52gSpScnCy0Wq1o27atw7zt27cLAGLo0KFCCCGOHj0qhgwZIiwWiyKdxWIRvXr1EgBEVFTULSlbMn78eAHA6V9R0l967saUGAwG0a5dO/HBBx+U66BXXdpjMpnEgAEDREhIiDh37pxbbbCXlZUlwsPDRWhoqCgsLFTMO3XqlAAgunbtqpgu/dU8d+5ch3hDhgwRAIRGoylze/r37y8AOD2jMHjwYAFApKamlqk9t2L9qFQqcerUKYc2uvol62686twebzgeuLt+7FXH44E72wd5L94TVIk2bNgAk8mE7t27O8zr2rUrAGDLli1IT0/HpUuX8M477zi8tV6lUuGFF14AAFy/fv2WlA0AhYWF2LRpEwA4zdOtWzcAcCumvRkzZiA+Ph73339/mdtQHdszY8YMbNu2De+88w5atGhRrrYAwPbt23Hz5k3ceeed0GqVI1fcfvvtCA0Nxf79+3HixAl5+tq1a0ttj9lsLnN7goKCAAD79+93SC+9Ebtu3bplas+tWD9CCCxfvlyeVtKLI8sTrzq3xxuOB+60p7jqeDxwZ/sg78VOUCXatm0bADgdpToiIgKNGjWC0WjEnj17MGDAAJc3B0ZHRwMAmjRp4jBv3rx5CA4Oxr///e9ylw0AP/74I7KysqDX69GoUSOHPO3atZN/LmtMyU8//YRt27Zh7ty5TtvnLe05e/Ys5s+fj8jISIwfP77UtgDAxx9/jNDQUEyaNKnM7VGpVIiJiQEAJCUlAQD+/PNPnD592mWe8rTn4YcfBgBMnjwZeXl5ctr09HT8+OOP+Pe//+3wS7iy14/Ufmm5uFKeeNW5Pd5yPChre+xV5+NB8e2Dah52girRkSNHAACRkZFO54eFhQEAjh49WmKctLQ0AMDAgQMd5iUmJiInJwerV6/2qGwpvbMDhH16ALjtttvKFBMAcnJy8OSTT2LVqlUICAhwms9edW7P3LlzYTQa8cgjj2D58uUYOHAgoqOjcfvtt2Pq1KnIyclxiLFu3TpkZWVh5cqVFdIerVaL+vXrl9geV8u5eMwRI0bgwQcfxNGjR9G3b1/cvHkTFosFEydOxJIlSzBixAiHGJW9fk6cOAGz2ew0jbPy3Y1XXdtTkup0PHC3PdX9eFAR64eqN3aCKonBYJB/Kdr/grIXGhoKoOig5sp3330Hf39//P3vf3eYN336dHTu3BnTp0/3qGzp1Lqr9PYHLD8/vzLFBIAXXngBw4cPx5133uk0T3HVtT0mkwlbtmwBABw7dgwxMTH49NNPsX//fnTs2BFz587FPffcozijAgBTpkzBnXfeiTfffFMxvbT6uWpPSEgI1GrH3bgslyKKx1Sr1di8eTP69u2Ln376CT169MDTTz+NGTNmYMyYMU5jVNb6kdKbTCZkZmaW2rbyxquu7SlJdTgelLc91fV4UJHrh6q3Gv3ajOrE/j6SwMBAp2mkX2YGg8FlnIKCAixbtgyvvPKK0796hg0bhmHDhnlctpTHVXr7sxwajaZMMb/66iscPXoUS5YscZremeranpMnT8oxP//8c/lgGhERgVWrVuHAgQM4dOgQXnvtNcVp/nvvvRcHDhxwiF1a/dxtj/2B21knyVlMKd7HH3+M6dOn48cff8Ty5cuRnJyMTZs2ITw83CFGZa0f+zaUtH8Ur4O78apre1ypLseD8rSnOh8PKmr9UPXHM0GVRKfTyT8LF28qMRqNAKy/SF2ZM2cOWrZsiZdeeumWli3lcZXefnpwcHCpMW/cuIFJkyZh9erVDjf+uqs6tOfSpUsArAfR4n9N6vV6+R6hsg4UV1r93G2PvVq1apUpJgBcuHABkyZNwsKFC/HTTz+hV69e+P7779GzZ09cu3bNrbaUVD932yOlL17f0upQEfGqQ3tcqS7HA3fbU92PBxW1fqj6YyeokkRERMg7Xm5urtM0GRkZAIA6deo4nX/w4EGsX78en3zyicuzFRVVdoMGDUpMb3+dvLCwsNSYzz77LP7xj3+gdevWZa63K9WhPVlZWQCsl6OcGTBgAADrafeyPLVTWv3cbY/9wd3V5b3iMdPS0nDPPfdg5MiR8PPzQ2hoKL766ivcfffdOHXqFEaNGlVqO4Bbs36k9EFBQWW61FeR8apDe5ypTscDd9tT3Y8HFbF+yDuwE1RJNBoN2rZtCwC4fPmy0zSpqakAgNjYWId5V69excSJE/HZZ5+hXr16t7zs9u3bl5je/hd7aTHr16+PDRs24O9//ztUKpXi06xZMwDWMxDStPPnz1fr9sTGxsqPikudoeLsL02U5WxNafVz1Z6MjAyH+44A5X1Yzm7QdhbzlVdeweXLl9GnTx85TWBgILZu3YqoqCh8++23ZXp9xq1YPyXtG85UZLzq0J7iqtvxwJ32pKSkVPvjgafrh7wHO0GVqG/fvgCAkydPOsxLS0tDZmYmgoKCEB8fr5iXnZ2NYcOG4YMPPkCrVq0qpex7770XOp0O165dc3qj9rlz5+SfS4vZq1cvtG7d2ulHeqRVq9XK01yduagu7YmPj0fHjh2h0WiQl5fn9CAt/fUYHh5eprF1SmqPEAJ//vknAKB///4ArAfxhg0bAgBOnTrlcXsA4NNPP0VERITD5YmIiAh5LBpn9zO52x5P1o/U/tJUdLyqbo+96nw8KEt71Gq11xwPyrN+yMtU1qiMJMTvv/8u1Gq1aNeuncO8zz//XAAQTzzxhGJ6Tk6O6Nu3r9i1a5fTmGV9TUN5ypaG5N+8ebNDnk6dOgmVSuV2zOKSk5PLNUJsdWhP3759BQCxZMkSh/QnTpwQAMTYsWPL1J6bN2+KkJAQERER4TBi9PHjxwUA0atXL8X0GTNmCABO3yv22GOPCQButSc0NFRoNBpRUFDgkH7btm0u2+rMrVg/arVa/P777/K00aNHlzgisbvxqnt7hKjex4PytKe46nQ8cGf7IO/FTlAle+aZZwQAceTIEcX0QYMGiYCAAPHHH3/I03JycsSDDz4ovvnmG4c4FotFbNu2TTz66KOK6evXrxdxcXFOh4J3p2whhDh37pwICgoSAwcOVEyXfsFPmDDB7ZjFlXbQq87tOXTokNBqtaJVq1bCYDAo0r/wwgsiMDDQ4ZdSUlKS6NKli1i4cKFDe+bMmSMAiC1btjjEUqlU4qefflJMv3HjhmjYsKHo0KGDYvr169eFv7+/eOCBB9xqj/RLa82aNQ51mzFjhtDr9fKLKSWVvX7sjRw5UgAQy5cvdyi7PPGqe3u84XjgTnucqW7HA6r52AmqZDk5OaJz586ia9euIj09XVgsFrFw4UKh0+nEpk2b5HQ3b94Ud911l9DpdKJ27dqKT3h4uPDz8xMAxLJlyxTx77jjDgFAxMTElLtsex999JHQarXyL8YLFy6I2NhY0aNHD5Gbm1uumPZKO+hV9/YsX75cABAjRowQubm5QgghNm/eLGrVqiU+/fRTh/QDBgwQAEStWrUc5plMJtG/f3/RokULubPxySefCJ1OJxYsWOC0Pd9//70ICAgQs2bNEhaLRaSlpYk+ffqI22+/XaSmprrVnmvXrono6GhRp04d8c033wiLxSIsFotYv369CAwMFEuXLnUov7LXjyQvL0+0a9dOABBPPvmk01juxKvu7fGW40FZ2+NKdTseUM3HTlAVyMrKEv/4xz9Es2bNRIsWLcTAgQPFsWPHFGmkF3qW9NHr9eLmzZuKfG+//bYICgoSc+bMKXfZxX377bfirrvuEs2aNRN33HGHmDdvnuKSSXliSko76HlDe7788kvRrVs3ERYWJtq0aSMefvhhcfDgQadpV69eLYKDg8Vzzz3ndL7RaBSvv/66aNmypWjevLno3bu3y0sfkoMHD4r7779fNG3aVLRu3Vq88sorIisrq1ztSU9PF1OmTBHNmjUTdevWFY0aNRIPPvig2Llzp9P0VbF+hg4dKgIDAxX7QkREhHj//ffLFc8b2uNNxwN314+96ng8oJpNJUQZHl0hIiIiqmH4dBgRERH5JHaCiIiIyCexE0REREQ+iZ0gIiIi8knsBBEREZFPYieIiIiIfBI7QUREROST2AkiIiIin8ROEBEREfkkdoKIiIjIJ7ETREQAgJUrVyIkJAQrV66s6qp4JSEE/ve//yE2Nhb+/v6IiIjAwIED8csvv7jMc/jwYQwYMADNmjVDy5YtMXXqVOTn51dYfHfLKK99+/bhiSeeqNCYlSk1NRVTp05F+/bty5R+y5YtUKlUDp8hQ4bc4ppShavaV5cRUXXRv39/AUAMGDCgqqvilZ566in5haEajUb+2c/PT2zevNkh/eeffy70er2YP3++EEKIjIwM0aNHD3HXXXeJnJwcj+OXp4zyGjp0qNDr9SI1NbXCYlaGlJQUMXnyZBEQEFDii1uLu/POO52+xHb//v23tsJU4dgJIvJBzt5M/80334g777xTfPPNN1VQI++2fft2UadOHZGYmCiysrJEYWGh2Lp1q6hbt64AIEJCQsT169fl9BcvXhTBwcGiX79+ijinT58WKpVKTJw40aP45SmjvFJSUoRWqxUAxJtvvlkhMSvLX3/9JfLz88WHH35Y5k7Qjh07RM+ePcVvv/2m+Jw5c+bWV5gqHDtBRD7GbDaLmJiYqq5GjTJkyBBx5MgRh+nfffedfJZgxYoV8vTx48cLAGLjxo0Oebp06SJUKpU4depUueOXp4zyeumll0RwcLAAIBo1aiQKCws9jlnZTp06VeZO0H333Se++uqrW18pqhS8J4jIx8yePRu//vprVVejRrn77rvRoUMHh+m9e/dGx44dAQDXr18HABQWFmLTpk0AgO7duzvk6datG4QQWL58ebnil7eM8sjPz8fy5cvxySefwM/PD3/99Rc+/fRTj2JWBX9//zKl279/P37++WdcuHABp0+fvsW1osrAThCRD/nwww8xY8aMqq5GjfP888+7nBcdHQ0AaNKkCQDgxx9/RFZWFvR6PRo1auSQvl27dgCApKSkcsUvbxnlsWbNGnTu3BkPPPAABg8eDABYvHixy/T//Oc/odfr5RuJf/jhB3leTEyMPL1p06ZO8y9btgwdO3ZEVFQU6tSpg5EjRyIlJcWjNgCASqUqU7rZs2fDYDDgmWeeQZs2bXDnnXfim2++8bh8qjrsBBH5iLlz52L27NkQQgAAWrZsiZYtW+Lll19Gbm4uli1bhk6dOuG1115T5MvKysIbb7yBsLAwAMCNGzcwduxYhISEoEmTJli1apWc9ocffkCPHj0QGBiIjh07Yu/evU7rcurUKQwfPhwxMTGoVasW2rdvjw8//PBWNLvKpaWlQa/X48EHHwQAHDlyBACcdk4AyMv5xIkTMJvNbse/FWW4smjRIrzwwgsArB0cAPjpp59w9OhRp+kXLFiA5ORk1KlTx2Her7/+ijVr1rgsa8KECXj66afx8ssvIyUlBfv378dPP/2E6OhoREVFoU2bNnj22WfL3ZbSpKenIy0tDa1bt4ZGowEA/PLLL3jwwQcxefJkeb8iL1O1V+OIqLLBdg+J5OTJk2L48OEiMDBQABAzZ86U533wwQeiWbNmcp709HTRtm1bcdtttwl/f38BQKjVarF3716xZcsWodPpRFRUlPz0Uu3atUVGRoai/K+//lo0bdpU/Pjjj0II6421HTp0EADEa6+9VinLoLLk5uaKgIAA8dxzz8nTpk6dKgCITp06Oc3z7bffKpa3u/ErugxXvv32W9GuXTvFtO7duwsAYty4cSXmvfvuuwUAkZSUpJh+7tw5p/fm7Ny5UwAQffr0UUxfsWKFAODxPW7JycluPR2WkZEhPvzwQ9GwYUN5Oc6YMcOjOlDV4JkgIh/Xtm1brFu3DiNHjnSYN2rUKHz99dfy9xkzZuCDDz7AX3/9hevXr+Ouu+6CxWLB9OnTsW7dOpw9exYXL17E+fPnERkZifT0dHz11Vdy/vT0dIwYMQJz5sxBz549AQCRkZH44IMPAABvvPEGzp07d4tbXHmWL1+O4OBgvPHGG/K09PR0AEBgYKDTPGp10WHZYDC4Hb+iy3Bl4cKFmDJlimKadDZo3bp1ch1KK9+edIaluC+//BJA0WU8SUJCAgDrWaTk5OQy1bsihIaGYuzYsTh9+jR69OgBAJgzZ06l1oEqBjtBRAQAqFu3rsM0f39/xb0mc+bMkQ/6tWrVki8/ZGRkYMOGDWjcuDEAa8fmb3/7GwDg4sWLcv4PP/wQ2dnZePjhhxXlSIPUWSwWbNmypQJbVXXS09Mxa9YsJCYmIiIiQp6u0+kAwOXlE6PRKP9sn6+s8SuyDFfOnj2LI0eOYMSIEYrpjz32GBo3bgyDweDxTdf27OtrLzg4GOHh4QCAq1evVlh5ZRUSEoLt27ejSZMmKCwsxObNmyu9DuQZdoKICADg5+fndLper5d/Dg4OVsy77bbb5OnFby6V7vuwH514586dEEKgY8eOuP322+VPbGwsateujdq1a+PatWsV0p6q9tRTT+Ff//qX4l4dAGjQoAEAIDc312m+jIwMAEBQUFCJTy25il/eMurUqeP0s2fPHof8CxcuhNFoRPv27RXr8Y477pDX93//+1+P7jeyd9dddwEALly44DBP6ug1bNhQnjZw4ECnbZk7d26F1MdeSEgIXnnlFQDAH3/8UeHx6dbSVnUFiMh7ubqsYT/P/mzExYsXERERUeMfL3777bfRuHFjvPjiiw7zpLNely9fdpo3NTUVABAbG1uu+OUtw9Xlq8LCQsX3zMxMrF+/Hr/99pvTs4fXrl1DZGQkLl68iM8//xyPPvqoy3aUVUJCApYsWYJvv/0WGRkZ8o3dKSkpyMjIQOfOnRVPlGVmZjptT15ensd1caZPnz4ArGdHybvwTBARVRqTyYTr16/LZyJqojVr1uDMmTN47733nM6/9957odPpcO3aNaSlpTnMl+6J6t+/f7nil7cMYR081+Fzzz33KPIuX74c/fr1c9oBAoB69erJHZ9FixY5TVPWR9Ilfn5++Pbbb9GqVSs8/fTTyM7ORmZmJp577jmEhoY6XHr74YcfnLal+JOPFUU6C9WtW7dbEp9uHXaCiKjSNGzYEEIIbNy40el8IYRi7Bhv8+mnn+Kzzz7DihUrHH7Rm81mpKSkICQkBEOHDgUA7N692yHG3r17oVarnb6MsyzxAXhURknMZjP+85//YOLEiSWmmzBhAgBrZ+TEiRMO8wMCAgBYh1uwl5mZCcD5PUCLFy/GX3/9hby8PLRv3x5dunRB7dq18csvvzgdSLIy/frrr2jWrBkeeuihKq0HuY+dICKqNL169QIATJ8+HX/++afD/MTERJeXcKq7rVu3IjExEWvXroVWq7zT4OrVqxgzZozc5pkzZyIoKAirV69WpPv1119x+PBhPPnkk/IgiOWJX94ySrNu3ToIIZyOQm3v3nvvlW+4nj17tsN86Wb7lStXyk+nff311/LTZmlpacjMzJQvpe7btw8vv/wy3njjDWzatAlnz57Fb7/9hpUrV6Jly5ZutcEZk8kEACXew2SxWHDz5k2n8+bMmYOVK1cq7p8jL1G5T+QTUVWT3pidn5+vmD5t2jQBQLz88suK6UajUR4Lpfh7ob7//nsBQPTs2dOhnFdffdUhXkpKiggKChIARL169cT7778v/vzzT3HmzBnxzjvviFatWons7OwKbG3l+Oijj4RWqxVhYWGidu3aio/0Xq2oqChhsVgc8qxZs0YIIcSFCxdEbGys6NGjh8jNzfU4vrtllOb06dOifv36onHjxiItLa3EtDdu3JBf7gpArFy5UjHf/p1nwcHBon79+qJ9+/bi0KFD8vQmTZqI5cuXCyGEWLNmjdO3tqtUKlGrVi3RvXt3j97nJcXX6XTijz/+cJrmb3/7m9BoNOIf//iHPLbStWvXxOTJk8XXX39d7rKparETRORj4uLiBADx3XffidzcXDFv3jxhNptFz549BQBx9913C5PJJKeXOjoAxJ49exSxZsyYIQCIBg0aKN5iXlhYKPr06SMAiHvvvVcRb8OGDfJbx+0/er1e7N69+9YvgAr25ZdfCpVK5fSXtP3n//7v/xzyfvvtt+Kuu+4SzZo1E3fccYeYN2+eKCgoqLD4ZS2jNLNmzVLUQafTOQzQKHnvvffkgTTtP+Hh4YpylyxZIho2bChCQkLE6NGjxY0bN0RycrKoU6eOePPNNxWDbFosFjFmzBjRrFkz0bBhQxEYGCjUarUivkajEYcOHXKrXfv27VMMeAhAaLVaER0d7ZA2KSlJ3HnnnSIoKEiEhYWJv/3tb2LOnDnlHmySqgd2goh8zP79+0V0dLSoW7eumDx5svjxxx9FRESEwy+sX375RYwdO1Ye/Vn6RfPggw+KrKwsUb9+fYdOzKuvvip27NghwsLCFPPCwsIUbyz/+eefRd++fUVwcLAICgoS999/v9i/f38VLhWqzi5fviweeOABYTAYHOYZDAZx9uxZ8dhjj4kXX3yxCmpH3kwlBF94QkRE1df999+PsWPHOgzOaG/btm3YsWMHFixYUHkVI6/HG6OJiKja+vrrr/Hdd9853Axe3Lp169CvX79KqhXVFOwEERFRtSU98fbss89ixYoV8mP0kvPnz2PcuHHIz89H3759q6KK5MV4OYyIiKqtnJwc9OvXDz/99BMA60CLDRs2RGBgIDIzM3H9+nUkJCRg9erVJb5mhMgZdoKIiKhaM5vNWLlyJT766CMcPXoUeXl5qF27Nu666y48+eSTLkfXJioNO0FERETkk3hPEBEREfkkdoKIiIjIJ7ETRERERD6JnSAiIiLySewEERERkU9iJ4iIiIh8EjtBRERE5JPYCSIiIiKfxE4QERER+SR2goiIiMgn/T8HHWa5kzM02QAAAABJRU5ErkJggg==", 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    " ] @@ -3794,9 +3938,7 @@ } ], "source": [ - "ds_avg[\"turbulence_intensity\"] = avg_tool.turbulence_intensity(\n", - " ds.velds.U_mag, noise=ds_avg[\"noise\"]\n", - ")\n", + "ds_avg[\"turbulence_intensity\"] = avg_tool.turbulence_intensity(ds.velds.U_mag, noise=ds_avg[\"noise\"])\n", "\n", "(ds_avg[\"TI\"] - ds_avg[\"turbulence_intensity\"]).plot(cmap=\"Greens\", ylim=(0, 11))\n", "plt.title(\"TI Difference\")" @@ -3807,61 +3949,50 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### 7.6 Turbulent Kinetic Energy (TKE) Components\n", + "### 7.6 Reynolds Stress Components\n", + "\n", + "The next parameters we'll find here are the Reynolds normal and shear stresses (-$\\overline{u_iu_j}$). Since we're using the vertical beam on the ADCP, we can directly measure the vertical TKE component from the along-beam velocity using the `turbulent_kinetic_energy` function. This function is capable of calculating TKE for any along-beam velocity.\n", "\n", - "The next parameters we'll find here are the vertical TKE component and the total TKE magnitude. Since we're using the vertical beam on the ADCP, we'll directly measure the vertical TKE component from the along-beam velocity using the `turbulent_kinetic_energy` function. This function is capable of calculating TKE for any along-beam velocity.\n", + "We can also use the so-called \"beam-variance\" equations to estimate the Reynolds stress tensor components (i.e. $\\overline{u'^2}$, $\\overline{v'^2}$, $\\overline{w'^2}$, $\\overline{u'v'}$, $\\overline{u'w'^2}$, $\\overline{v'w'^2}$), which define the normal and shear stresses acting on an element of water. These equations are built into the functions `stress_tensor_5beam` and `stress_tensor4beam`. \n", "\n", - "We can also use the so-called \"beam-variance\" equations to estimate the Reynolds stress tensor components (i.e. $\\overline{u'^2}$, $\\overline{v'^2}$, $\\overline{w'^2}$, $\\overline{u'v'}$, $\\overline{u'w'^2}$, $\\overline{v'w'^2}$), which define the stresses acting on an element of water. These equations are built into the functions `stress_tensor_5beam` and `stress_tensor4beam`. Since we're using a 5-beam ADCP, we can calculate the total TKE as well using `total_turbulent_kinetic_energy`, which is a wrapper around the 5-beam variance function.\n", + "Both of these functions will give comparable results, but `stress_tensor_5beam` takes into account instrument tilt, and `stress_tensor_4beam` does not. Both will throw a tilt warning if tilt is greater than 5 degrees.\n", "\n", "#### Quick 5-beam ADCP lesson before we dive in:\n", "\n", "There are a couple caveats to calculating Reynolds stress tensor components:\n", " 1. Because this instrument only has 5 beams, we can only find 5 of the 6 components (6 unkowns, 5 knowns)\n", " 2. Because the ADCP's instrument (XYZ) axes weren't aligned with the flow during deployment, we don't know what direction these components are aligned to (i.e. the 'u' direction is not necessarily the streamwise direction)\n", - " 3. It is possible to rotate the tensor, but we'd need to know all 6 components to do so properly.\n", - "\n", - "That being said, even if we don't know which direction the 3 TKE components ($\\overline{u'^2}$, $\\overline{v'^2}$, $\\overline{w'^2}$) are oriented, we can still combine them and get the total TKE magnitude.\n", - "\n", - "We'll first calculate the vertical TKE component, using the function `turbulent_kinetic_energy`, inputting our raw vertical beam data and the noise floors we calculated above for each ensemble." - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "metadata": {}, - "outputs": [], - "source": [ - "# Vertical TKE component (w'w' bar)\n", - "ds_avg[\"wpwp_bar\"] = avg_tool.turbulent_kinetic_energy(\n", - " ds[\"vel_b5\"], noise=ds_avg[\"noise\"]\n", - ")" + " 3. It is possible to rotate the tensor, but we'd need to know all 6 components to do so properly (\"coupled ADCPs\")\n", + " 4. Measurements close to the seafloor can be suspect due to increased vertical flow. ADCPs operate under the \"assumption of homogeneity\", which means that they can only accurate measure consistent horizontal currents with relatively little vertical motion.\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Next we can calculate the TKE magnitude using the function `total_turbulent_kinetic_energy`. This method is a wrapper around the `stress_tensor_5beam` function, which calculates the individual Reynolds stress tensor components and takes the same inputs. As an fyi, this function will drop at least one warning every time it's run, primarily the coordinate system warning. This function also requires the input raw data to be in beam coordinates, so we'll create a copy of the raw data and rotate it to 'beam'. If you do not, this function will do so automatically and rotate the original." + "As an example, we'll calculate the Reynolds stresses from the `stress_tensor_5beam` function, which calculates the individual Reynolds stress tensor components and takes the same inputs: the raw dataset in \"beam\" coordinates, the instrument Doppler noise, the ADCP's orientation and its beam angle. It outputs both the normal stress (\"tke_vec\") and the shear stress (\"stress_vec\") vector. Note, this function will drop at least one warning every time it's run, primarily the coordinate system warning. This function also requires the input raw data to be in beam coordinates, so we'll create a copy of the raw data and rotate it to 'beam'. If you do not, this function will do so automatically." ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 30, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "c:\\users\\mcve343\\mhkit-python\\mhkit\\dolfyn\\adp\\turbulence.py:401: UserWarning: The beam-variance algorithms assume the instrument's (XYZ) coordinate system is aligned with the principal flow directions.\n", + "c:\\users\\mcve343\\mhkit-python\\mhkit\\dolfyn\\adp\\turbulence.py:407: UserWarning: The beam-variance algorithms assume the instrument's (XYZ) coordinate system is aligned with the principal flow directions.\n", + " warnings.warn(\n", + "c:\\users\\mcve343\\mhkit-python\\mhkit\\dolfyn\\adp\\turbulence.py:417: UserWarning: 100.0 % of measurements have a tilt greater than 5 degrees.\n", " warnings.warn(\n" ] } ], "source": [ - "ds_beam = dolfyn.rotate2(ds, \"beam\", inplace=False)\n", - "ds_avg[\"TKE\"] = avg_tool.total_turbulent_kinetic_energy(\n", - " ds_beam, noise=ds_avg[\"noise\"], orientation=\"up\", beam_angle=25\n", + "dolfyn.rotate2(ds, \"beam\", inplace=True)\n", + "ds_avg[\"tke_vec\"], ds_avg[\"stress_vec\"] = avg_tool.stress_tensor_5beam(\n", + " ds, noise=ds_avg[\"noise\"], orientation=\"up\", beam_angle=25\n", ")" ] }, @@ -3869,51 +4000,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "And plotting TKE:" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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    " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "# Remove estimations below 0\n", - "ds_avg[\"TKE\"] = ds_avg[\"TKE\"].where(ds_avg[\"TKE\"] > 0)\n", - "\n", - "ds_avg[\"TKE\"].plot(cmap=\"Reds\", ylim=(0, 11))" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "TKE esimations are generally more complete than those of dissipation rates because they are found directly from the along-beam velocity measurements. Missing TKE estimations exist whenever the noise calculated by the function `doppler_noise_level` is greater than the calculated TKE, as TKE can't be less than zero. Noise levels are affected by the instrument's processor and working frequency, water waves and other sources of \"interference\", instrument motion, current speed, intricacies in the spectra calculation, the ability to see the noise floor in the spectra, etc.\n", - "\n", - "You may also note that high TI doesn't always correlate with high TKE. TI is the ratio of flow speed standard devation to the mean, which is naturally lower when flow speeds are higher. When flow speeds are higher, they also have greater kinetic energy and thereby greater TKE.\n", - "\n", - "There is one other important thing to note on TKE measurements by ADCPs: the minimum turbulence length scale that the ADCP is capable of measuring increases with range from the instrument. This means the instrument is only capable of measuring the TKE of larger and larger turbulent structures as the beams travel farther and farther from the instrument head. One of the benefits of calculating w'w' from the vertical beam is that it isn't limited by this beam spread issue." + "There is one other important thing to note on Reynolds stress measurements by ADCPs: the minimum turbulence length scale that the ADCP is capable of measuring increases with range from the instrument. This means the instrument is only capable of measuring the stress transported by larger and larger turbulent structures as the beams travel farther and farther from the instrument head. One of the benefits of calculating w'w' from the vertical beam is that it isn't limited by this beam spread issue, though on its own it may not be particularly useful." ] }, { @@ -3922,15 +4009,17 @@ "source": [ "### 7.7 TKE Production\n", "\n", - "Though it can't be found from this deployment, we'll go over how to estimate TKE Production. There isn't a specific function in MHKiT-DOLfYN for production, but all the necessary variables are. \n", + "Though it can't be found from this deployment, we'll go over how to estimate the TKE shear production rate. Note that we're assuming here that the buoyancy production is negligible and we're in a well-mixed tidal channel. There isn't a specific function in MHKiT-DOLfYN for production, but all the necessary variables are. \n", + "\n", + "It is possible to estimate production rates from either an ADV or an ADCP aligned with the flow direction (so \"X\" would align with the principal flow direction). The following estimation for shear production rates takes into account both along- and cross-stream shear:\n", "\n", - "If we had aligned the ADCP instrument axes to the flow direction (so \"X\" would align with the main flow), we could use the following equation to estimate production:\n", + "$P = -\\overline{u'w'}\\frac{du}{dz} - \\overline{v'w'}\\frac{dv}{dz}$\n", "\n", - "$P = -(\\overline{u'w'}\\frac{du}{dz} + \\overline{v'w'}\\frac{dv}{dz} + \\overline{w'w'}\\frac{dw}{dz})$\n", + "Note that the signs can get tricky but are important here. We found the Reynolds shear stresses -$\\overline{u'w'}$ and -$\\overline{v'w'}$ above using the Reynolds stress equations. If ADV data is available, those estimations are preferred because the ADV's point measurement does not have the assumptions that ADCP measurements have.\n", "\n", - "To start, we need the functions `reynolds_stress_4beam` or `stress_tensor_5beam` to get the stress tensor components $\\overline{u'w'}$ and $\\overline{v'w'}$. We also need the vertical TKE component, $\\overline{w'w'}$. \n", + "The velocity shear components can be found from the aptly named functions `dudz` and `dvdz` in ADPBinner. These functions, which are useful alone in their own right, approximate the shear in the velocity vector between respective depth bins. There is always correlation between velocity measurements in adjacent depth bins, based on ADCP operation principles, which is why \"approximate\" is also used here for velocity shear.\n", "\n", - "Both of these functions will give comparable results, but it should be noted that `stress_tensor_4beam` assumes the instrument is oriented with 0 degrees pitch and roll, and will throw a warning if they are greater than 5 degrees. The `stress_tensor_5beam` gives more leeway to instrument tilt, but shouldn't be used if pitch and roll angles are greater than 10 degrees." + "The velocity shear functions operate on the raw velocity vector in the principal reference frame and need to be ensemble-averaged here. This can be done by nesting the `d*dz` function within the ADPBinner's `mean` function. With the ensemble shear known, we can put all the components together to get a production estimation. If using ADV data, take the mean again of the \"range\" dimension." ] }, { @@ -3938,59 +4027,37 @@ "execution_count": 33, "metadata": {}, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Data is already in the principal coordinate system\n" + ] + }, { "name": "stderr", "output_type": "stream", "text": [ - "c:\\users\\mcve343\\mhkit-python\\mhkit\\dolfyn\\adp\\turbulence.py:401: UserWarning: The beam-variance algorithms assume the instrument's (XYZ) coordinate system is aligned with the principal flow directions.\n", - " warnings.warn(\n", - "c:\\users\\mcve343\\mhkit-python\\mhkit\\dolfyn\\adp\\turbulence.py:411: UserWarning: 100.0 % of measurements have a tilt greater than 5 degrees.\n", + "c:\\users\\mcve343\\mhkit-python\\mhkit\\dolfyn\\rotate\\api.py:72: UserWarning: You are attempting to rotate into the 'principal' coordinate system, but the dataset is in the principal coordinate system. Be sure that 'principal_heading' is defined based on the earth coordinate system.\n", " warnings.warn(\n" ] } ], "source": [ - "# Beam-variance equation for 4-beam ADCPs\n", - "stress_vec = avg_tool.reynolds_stress_4beam(\n", - " ds_beam, noise=ds_avg[\"noise\"], orientation=\"up\", beam_angle=25\n", - ")\n", - "upwp_ = stress_vec[1]\n", - "vpwp_ = stress_vec[2]\n", - "wpwp_ = ds_avg[\"wpwp_bar\"] # Found from the vertical along-beam velocity (vel_b5) above\n", + "# Vertical shear gradients\n", + "upwp_ = ds_avg[\"stress_vec\"][1]\n", + "vpwp_ = ds_avg[\"stress_vec\"][2]\n", "\n", - "# OR #\n", - "\n", - "# Beam-variance equation for 5-beam ADCPs\n", - "tke_vec, stress_vec = avg_tool.stress_tensor_5beam(\n", - " ds_beam, noise=ds_avg[\"noise\"], orientation=\"up\", beam_angle=25\n", - ")\n", - "upwp_ = stress_vec[1]\n", - "vpwp_ = stress_vec[2]\n", - "wpwp_ = tke_vec[2]" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The shear components can be found from the aptly named functions `dudz`, `dvdz`, and `dwdz` in ADPBinner. These functions, which are useful alone in their own right, estimate the shear in the velocity vector between respective depth bins. There is always correlation between velocity measurements in adjacent depth bins, based on ADCP operation principles, which is why \"estimation\" is also used here for shear.\n", + "# Find shear velocity and and ensemble-average it\n", + "ds.velds.rotate2(\"principal\", inplace=True)\n", + "dudz_raw = avg_tool.dudz(ds[\"vel\"], orientation=\"up\")\n", + "dudz = avg_tool.mean(dudz_raw.values)\n", "\n", - "The shear functions operate on the raw velocity vector in the principal reference frame and need to be ensemble-averaged here. This can be done by nesting the `d*dz` function within the ADPBinner's `mean` function. With the ensemble shear known, we can put all the components together to get a production estimation." - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "metadata": {}, - "outputs": [], - "source": [ - "# Find and ensemble-average shear\n", - "dudz = avg_tool.mean(avg_tool.dudz(ds_streamwise[\"vel\"]).values)\n", - "dvdz = avg_tool.mean(avg_tool.dvdz(ds_streamwise[\"vel\"]).values)\n", - "dwdz = avg_tool.mean(avg_tool.dwdz(ds_streamwise[\"vel\"]).values)\n", + "dvdz_raw = avg_tool.dvdz(ds[\"vel\"], orientation=\"up\")\n", + "dvdz = avg_tool.mean(dvdz_raw.values)\n", "\n", "# Calculate Production\n", - "P = -(upwp_ * dudz + vpwp_ * dvdz + wpwp_ * dwdz)" + "P = -upwp_ * dudz - vpwp_ * dvdz\n" ] }, { @@ -3998,13 +4065,12 @@ "metadata": {}, "source": [ "### 7.8 TKE Balance \n", - "\n", - "We can plot TKE Production and compare it to our dissipation rate calculations to get an understanding of the TKE balance. In a well mixed coastal environment, we expect production and dissipation to be approximately equal. Our production estimates aren't accurate because our stress components aren't aligned with the flow, so if we plot them, we see drastic differences (1x10^-3 $m^2/s^3$ is quite large) profile here." + "We can plot the production rates and the ratio of production rates to dissipation rates to get an understanding of the TKE balance.We always expect production to be greater than 0, though negative values can give us an indication of uncertainty. In a well mixed coastal environment, we expect production and dissipation to be approximately equal. Our production estimates are possibly high because our stress components aren't aligned with the flow (4x10^-3 $m^2/s^3$ is quite large), but if this weren't the case, we would conclude that TKE is produced (kinetic energy is lost to turbulence) but not dissipated (turbulent energy is lost to entropy) here." ] }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 36, "metadata": {}, "outputs": [ { @@ -4013,13 +4079,13 @@ "Text(0.5, 1.0, 'TKE Balance')" ] }, - "execution_count": 35, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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kMtmMd+fOHWXz5s1KeHi4Fq9cuXLK6tWrlZSUFIt4JpNJOXPmjNKwYUMtrHlr166dsmzZMuXChQsWcTp27KiF6dGjh3Lz5k0lMzNT2zIyMpQbN24oO3fuVPr27asAyjvvvJOvczYajcrVq1eV6dOnW5Tl0UcfVU6cOKFkZmbmmUZiYqLy1ltvaXFDQ0OVzZs3K6mpqTbDHzt2TKlRo4YCKI0aNVJ+++035datW8qBAweUhx9+WAkPD1cOHjxoM+6cOXMUg8Gg5eXl5aXUqFFD8fb2ViZPnqw9PcJ8Dtu3b9fifvnllxbnaE5n7NixyqlTpyyOxcXFKXv27NHifvXVVxb55tw6depk9aQJRVGU1157TQtTtmxZJSAgQFm7dq2iKOo188UXX2jHq1Spouzbt0/JyMiwSOOHH35Q/Pz8FEDp1q2bcvDgQeX27dvKunXrlJo1ayqdO3dWbt68qYU3mUzKxYsXlc6dO2tpDx8+XLl27ZpiMpkUo9GoJCQkKJ06ddKODxo0SHvKhRBCmEkFT7iFGzdu2PzPO+dm6/FY27ZtyzPejz/+WKDwgLJx40blrbfeUtq1a5ev8Pdux48fz9d5Dx06NNd0ypYtm2v8c+fO2Y0bGxtrN96tW7eUt99+W2nYsKHi7++vBAUFKc2aNVOmT5+uJCUl5Zrnzp07lSeffFIJCgpSSpUqpTz44IPKzz//rCiKooSHhyvdu3dX9u7dazPup59+qoSHhyu+vr5Ks2bNlG+//VZRFPVxZH5+fsqwYcPsVi537dqlPP3000pwcLDi4+OjPPDAA8rs2bOtHl9mdvv2baVPnz6Kn5+fEhUVZXEdVKlSxeZn1qNHD6t0Tp48qQwfPlwJDw9XvL29lUqVKikdO3ZUli1bpmRlZVmE/fnnn3O9DnM+zu3e7cCBA7l+7kKIvxedosgADiGEEEIIdyJj8IQQQggh3IxU8IQQQggh3IxU8IQQQggh3IxU8IQQQggh3IxU8IQQQggh3IxU8IQQQggh3IxHcRfAFZhMJhISEihdurTDDz0XQgjx96AoCrdu3aJy5craU1Tuh7S0tDyfzZwfXl5e+Pj4FEKJREkiFbx8SEhIoGrVqsVdDCGEEC7k3LlzhIaG3pe009LSKOfrS0ohpFWxYkVOnTollTw3IxW8fChdujSg/lgDAgKKuTRCCCFKsuTkZKpWrar933E/ZGRkkAKMMOjxdiKddODfly6RkZEhFTw3IxW8fDB3ywYEBEgFTwghRL4UxZAeP52CtxP5eMjDrNyWVPCEEEIIF6XXgcGJeqTMtHRfUsETQgghXJSHTt0cjl94RREljFTehRBCCCHcjFTehRBCCBdlcLKL1lB4RREljFTwhBBCCBclFTxhj3TRCiGEEEK4GWnBE0IIIVyUQac42YIny6S4K6ngCSGEEC7K4OQsWumidV/SRSuEEEII4WakBU8IIYRwUQa9k5MspIfWbUkFTwghhHBRMotW2CNdtEIIIYQQbkZa8IQQQggXJS14wh6p4AkhhBAuSip4wh6p4AkhhBAuSiZZCHtkDJ4QQgghhJuRFjwhhBDCRelxrgVPLy14bksqeEIIIYSLcnoMnhNxRckmXbRCCCGEEG5GWvCEEEIIF6XXq5vD8QuvKKKEkQqeEEII4aKki1bYI5V3IYQQQgg3Iy14QgghhIuSFjxhj8u24K1evZrWrVszb968XMP98ccfPPbYY4SFhVGzZk3Gjh1Lampq0RRSCCGEuI8Meuc34Z5c7qtdvnw5LVq04P/+7//Ytm1brmF//PFHWrduzUMPPcSpU6fYvXs3W7Zs4aGHHiIlJaWISiyEEEIIUbRcroIXHR3Nxo0biYyMzDXcuXPn6NOnDx06dGD06NEABAYGMmfOHH7//XdeeeWVoiiuEEIIcd/odc5vwj25XAUvPDwcb29vmjRpkmu4t956i1u3bjFgwACL/bVr16ZZs2Z89tlnHD58+H4WVQghhLiv9HodBic2vRM1vIyMDN59911q165NREQEsbGxbNy4scDpXLp0iaFDhxIeHk5YWBg9evTg7NmzucZZsWIFzZo1Izw8nIYNG/LVV1/lmU9aWhqffvopNWrU4PTp07mGjY+P56GHHqJ06dL4+fnRunVrli5dWpDTKnYuV8Ez8/HxsXssMzOTb7/9FoDWrVtbHW/ZsiWKouTrghBCCCFKquJqwUtPT+fhhx/mm2++Yd26dZw4cYIRI0YQFxen/f+bH6dOnSI6OpqbN29y8OBBjh8/TuXKlYmOjubo0aM244wfP54BAwYwbdo0Tp48yfLlyxk/fjwjR460Gf7OnTt8+OGH1KpVixdffJEzZ87kWqaFCxcSFxfHr7/+SlpaGnfu3GHbtm306tWLMWPG5PvcipvLVvB0OvtX5aZNm0hOTsbb25sqVapYHW/QoAGg1tCFEEIIUTBjx44lPj6euXPnUq1aNQC6detG165dGTBgAKdOncozDaPRSLdu3cjIyODrr7/G19cXg8HAtGnT8PHxoXv37mRmZlrEWbVqFVOnTmXixInExsYCUKdOHSZPnsysWbNYvny5zXyeffZZ4uPj0eexKvTVq1cZMWIEEyZM4OLFi2RmZrJ7926io6MBmD59Or/88ku+PqPi5rIVvNzs2bMHwGblDqBMmTIAHDhwAKPRWFTFEkIIIQpVccyiPX36NJ988gn16tWjefPmFsf69etHSkoK48aNyzOdJUuWsHv3brp164afn1/2ORkM9OrVi/379zNnzhxtv8lk4tVXX0Wn09G/f3+LtHr37o3BYGD06NFW/6+XLl2a8uXLExERQbly5XIt0+LFi5kyZQpvv/02FStWBOCBBx5gzZo1BAcHA2oLnytwywre1atXgeyK3L0CAwMByMrKIikpyep4eno6ycnJFpsQQghR0hRHF+2yZcvIysqyOQSqRYsWAKxcuZJr167lms6iRYsA+0OpAL788ktt386dOzl27BgRERGEhIRYhPf396d+/fpcuHCBNWvW2M0zt+FdAF5eXgwfPtxqf/ny5XnuueeA7DpGSeeWFTzzRVWqVCmbx3M20aalpVkdnzp1KoGBgdpWtWrV+1NQIYQQwsWsXr0aUCc93is4OJgqVaqQkZHBli1b7KZx584dfvvtN7vpmIdS7dmzR2uIyS3fnHFyG36V2/AugOHDh9vtxjWv3lG9evVc0ygp3LKC5+XlBYCiKDaPZ2RkaK/NTa45jRs3jqSkJG07d+7c/SmoEEII4YTi6KI1D4MKDQ21edzce7Z37167aRw+fFhrYLGVjjkNRVHYt29foeXrjMTERACefPLJ+5J+YXPLR5WZ+83tLWZ88+ZNAPz8/Gw213p7e+Pt7X3fyieEEEIUBr3OuaVO9AqAYjUUyd7/g2lpady+fRvIexiUuUJkS85uTlvpmNPImU5+h1/llq8z1q9fT4MGDejcufN9Sb+wuWULXsOGDQFISEiwefzy5csANGrUqMjKJIQQQpRUVatWtRiaNHXqVJvhco6ry2sYlK0hUPlNx9ZQqvwOv8otX0ft27ePzZs388knn+Q5E7ekcMsWvPbt2+Pl5cWVK1dITEy0mjVz/PhxAB599NHiKJ4QQghRKJx9GoU57rlz5wgICND22+vFMg+BgryHQdkaApXfdGwNpcrv8Kvc8nXUqFGjGDt2LA8++GChp32/uEY1tIACAgLo0aMHgM1Vtbdt24Zer6d79+5FXTQhhBCi0BTWGLyAgACLzV4FLzg4WKto5TUMKrclScxDqeylY04jZzr5HX6V11IoBfXxxx9TunRpJk+eXKjp3m8uW8HLysoCsLuO3aRJk/Dz82PBggUW+//880/++OMPBg8enOfzbIUQQgiRzWAwUK9ePcC5YVBRUVHajFZb6ZjT8PLyom7dukDxDL/asGEDK1euZMmSJS7TNWvmWqW9KzU1lf379wPw+++/2wwTERHB559/zurVq7VFCc+ePUvfvn1p06YNH330UZGVVwghhLgfdHefJ+vopnOgf9c8yeDgwYNWxxITE0lKSsLPz0970oQtQUFB2iLJttIxD6WKiYnRFkHOLd+ccQpr+NWff/7JxIkTWblypd1xfyWZy1XwevbsSbly5Thw4AAAX331FWXLluWzzz6zCtunTx/WrFnDp59+Snh4OI8++ij9+vXj119/dckvSwghhMipOBY6HjRoEHq93u4QKIAuXbpYjLOzZciQIYD9oVSgPqHCLC4ujrCwMA4fPmy12PDNmzc5fPgwYWFh2iLJzvjrr7944YUXWL58OUFBQVbH8/MotuLmchW8pUuXkpKSgqIo2nbt2jWGDRtmM3zHjh3ZunUrJ0+e5M8//2TMmDF5XnRCCCGEK9Drnd8KKjIykiFDhnDgwAGrNefmz5+Pr68vkyZN0vbFx8fTokULZs6caRG2X79+NGjQgOXLl1vMfM3IyGDp0qVERUXRt29fbb+HhwdTp07FZDJpT8EwW7hwISaTiSlTpmAwGOyWPa/hXaBW7gYOHMjChQstxgqC2oM4ffp0vvnmG7vxSwqXq+AJIYQQonhNmzaNpk2bMmzYMK5fv46iKMycOZMff/yRBQsWWDxt4sMPP2THjh1MmDDBIg1PT08WL15MVlYWo0ePJisrizt37jBw4EBMJhMrVqzA09PTIk6PHj0YOnQokydP1oZqbdq0iQkTJjBq1Ch69eplt8ynTp3iypUrgP3hXfv37ycmJoa9e/fywAMPUK5cOW0LCgrC39+fMWPGWLQsllRuuUyKEEII8XdgHkvncHzbK47kyc/Pj/j4eCZOnEh0dDR6vZ6oqCh27typTYYw69WrFxs3buTZZ5+1SicqKopt27bx2muvERkZiaenJ506dWLfvn1Wz5s1mz17NlFRUfTs2ZP09HQqVKjAggULcn3CRPXq1UlISNBa8Pr27csrr7zCmjVraNy4MaBO3mjXrh03btwA7M/Wbd68OTVr1szzMypuOsXegjJCk5ycTGBgIElJSRbrBAkhhBD3Kor/M8x5bG3ogb/B8QrebaNC6/1Z8v+bG5IuWiGEEEIINyNdtEIIIYSLcnSihBZf+vDcllTwhBBCCBdVXGPwRMknXbRCCCGEEG5GWvCEEEIIF6XXOdlFayq8soiSRSp4QgghhItyuotW+vHclny1QgghhBBuRlrwhBBCCBelc3IWrU6aedyWVPCEEEIIF6XT69A50UUrFTz3JRU8IYQQwkU5vQ6eVPDclny1QgghhBBuRlrwhBBCCBcls2iFPVLBE0IIIVyUjMET9shXK4QQQgjhZqQFTwghhHBRMslC2CMVPCGEEMJFSRetsEe+WiGEEEIINyMteEIIIYSL0uucnEXreFRRwkkFTwghhHBROr1z3azSReu+5KsVQgghhHAz0oInhBBCuCi9QYfe4EQXrakQCyNKFKngCSGEEC5KZtEKe6SCJ4QQQrgonUGHzokWPJ204LktqbsLIYQQQrgZacETQgghXJWTXbTSzOO+pIInhBBCuCiZZCHskbq7EEIIIYSbkRY8IYQQwkXJJAthj1TwhBBCCBel0+HcMik6pRBLI0oS6aIVQgghhHAz0oInhBBCuCinu2idiCtKNqngCSGEEC5KKnjCHumiFUIIIYRwM9KCJ4QQQrgonUGPzuB4W43OUIiFESWKVPCEEEIIFyVdtMIeqeAJIYQQLkoqeMIeGYMnhBBCCOFmpIInhBBCuCidXqe14jm0ObFIckZGBu+++y61a9cmIiKC2NhYNm7cWOB0Ll26xNChQwkPDycsLIwePXpw9uzZXOOsWLGCZs2aER4eTsOGDfnqq6/yzCctLY1PP/2UGjVqcPr06TzDO5JHSSJdtEIIIYSLKq5JFunp6TzyyCNcvnyZdevWUa1aNb799lvi4uJYtGgR3bp1y1c6p06d4sEHH6RNmzYcPHgQLy8vXn75ZaKjo9m0aRO1a9e2ijN+/HhmzZrFTz/9RGxsLEeOHCEmJob9+/czc+ZMq/B37txh9uzZfPzxx5w7dy5f5SpoHiWRTlEUeU5JHpKTkwkMDKRBUAsMOus6sd7gA4DJmGaxf8+1zVZhm4bEWYT18A0BQGfwVtPyCgDg92OfF1LphRBC2NOkbFvtta17NmTft3dfWW83nZxhzP9nJCUlERAQUIilzWbO48qLlQnwdryCl5xuIuSThAKX9Z///Ccff/wx27dvp3nz5tr+3r1785///IcDBw4QFhaWaxpGo5EWLVpw9uxZTp06hZ+fn7Y/LCyMoKAgdu3ahaenpxZn1apVPP3007z33nu8+uqr2v4vvviCoUOHsmzZMrp3726Rz61bt0hLSyM5OZlatWphMpk4deoUNWrUsFkuR/IoiaSLVgghhHBRTnXPOjhB4/Tp03zyySfUq1fPonIH0K9fP1JSUhg3blye6SxZsoTdu3fTrVs3rXIHYDAY6NWrF/v372fOnDnafpPJxKuvvopOp6N///4WafXu3RuDwcDo0aMxGo0Wx0qXLk358uWJiIigXLlyuZbJ0TxKIqngCSGEEK7KoHN+K6Bly5aRlZVF69atrY61aNECgJUrV3Lt2rVc01m0aBGAzXRatmwJwJdffqnt27lzJ8eOHSMiIoKQkBCL8P7+/tSvX58LFy6wZs0au3n6+PjkWqbCyKOkkAqeEEIIIfJt9erVAISHh1sdCw4OpkqVKmRkZLBlyxa7ady5c4fffvvNbjoNGjQAYM+ePSQlJeWZb8448fHxdvPV6XKv0BZGHiWFVPCEEEIIF1UcXbR79uwBIDQ01ObxMmXKALB37167aRw+fJi0tDS76ZjTUBSFffv2FVq+eSmKPIqKzKIVQgghXFRhzaJNTk622O/t7Y23t7dV+LS0NG7fvg1kV3buFRgYCEBiYqLdfK9evaq9tpWOOY2c6ZjjOJNvXooij6IiLXhCCCHE31zVqlUJDAzUtqlTp9oMl3NcXalSpWyG0evVqoW5hc6RdMxp5EzHHMeZfPNSFHkUFbdvwdu8eTPvvPMOf/zxBx4eHvj5+dGzZ0/GjRuX52BLIYQQokTTOzZRwiI+cO7cOYtlUmy13gF4eXlpr+2tspaRkQGo4/HsySsdcxo50zHHcSbfvBRFHkXFrVvwvv32W2JjY2nRogXnzp3j/PnzLF26lLlz5/LQQw9ZXEBCCCGEqymsMXgBAQEWm70KXnBwsFYJSklJsRnm5s2bALkuSVKxYkXtta10zGnkTMccx5l881IUeRQVt63gpaenM3z4cOLi4pg0aZK2UGKTJk2YMmUKW7dutVhfRwghhHA5Bh0Y9E5sBWv9MxgM1KtXD4CEhASbYS5fvgxAo0aN7KYTFRWlzWi1lY45DS8vL+rWrQtAw4YNnc43L0WRR1Fx2wre/v37uXbtGo0bN7Y69sADDwBw4MCBIi6VEEII4do6d+4MwMGDB62OJSYmkpSUhJ+fH7GxsXbTCAoK0hZJtpXO8ePHAYiJidEWQc4t35xxHn300fyeipWiyKOouG0Fz3xBbN++3erYrVu3AGxW/oQQQghXURzLpAwaNAi9Xs/GjRutjm3btg2ALl26WIyzs2XIkCEAuabTu3dvbV9cXBxhYWEcPnzYYhYuqF2nhw8fJiwsTFsk2RFFkUdRcdsKXt26dYmMjGTDhg0sWbLE4tjKlStp0KABzz33XDGVTgghhCgExfAki8jISIYMGcKBAwes1oObP38+vr6+TJo0SdsXHx9PixYtmDlzpkXYfv360aBBA5YvX24xKzUjI4OlS5cSFRVF3759tf0eHh5MnToVk8mkPQXDbOHChZhMJqZMmYLBYLBb9qysLAC7jxorjDxKCret4Ol0Or744gu8vLzo378/ixcvBmDLli3s3r2b//3vf3YHkQohhBDCvmnTptG0aVOGDRvG9evXURSFmTNn8uOPP7JgwQKLJ0F8+OGH7NixgwkTJlik4enpyeLFi8nKymL06NFkZWVx584dBg4ciMlkYsWKFdr4ebMePXowdOhQJk+ezP79+wHYtGkTEyZMYNSoUfTq1ctumU+dOsWVK1cA+P333+2GcyaPksStl0lp164d3333Hd27d6dv377s2LEDDw8P1q5dm2vtOz09nfT0dO39vQtACiGEECWB8wsd214OJC9+fn7Ex8czceJEoqOj0ev1REVFsXPnTm2iglmvXr3YuHEjzz77rFU6UVFRbNu2jddee43IyEg8PT3p1KkT+/bts3oWrNns2bOJioqiZ8+epKenU6FCBRYsWMCTTz5pt7zVq1cnISFBa8Hr27cvr7zyCmvWrLE5XMuRPEoanWJvsRc38u9//5vjx48zc+ZMfHx8+Prrr+nZs6fd8G+++SZvvfWW1f4GQS0w6KzrxHqDup6eyWi58OGea5utwjYNibMI6+GrXsA6g9qaqPdS1yH6/djneZ6XEEII5zQp21Z7beueDdn37d1X1ttNJ2eY5ORkAgMDSUpKslhbrjCZ87j5fm0CfB3vLkxONVLm1aP3tayieLhtF63Z+++/T5UqVZgxYwZLly4lKyuL3r178+9//9tunHHjxpGUlKRt586dK8ISCyGEEEI4x627aKdNm8b333+v9bV3794dLy8vunbtysiRI2nSpAlt2rSximfvGXybT/9CbJj9qdH3/vWX8y/De8Pce8zcgufhVxmA5tWt+/gNvuUB2HbEcqBqbCv1/YZtI63itAjvD8D2k/PsllsIIfIrtxavZqHPAJCVesViv62WsehKjwFgzEgCwNO/KmC7F8Ocp7nHY+f57wtcXnutc/kJm1vLnTmOuSenyDk4UcIivnBLbtuCd+bMGV5//XUee+wxi/1PPfUU7777Loqi2OyGFUIIIVxGMcyiFa7BbSt4q1evJj093eYgzX/+85+UL1+eHTt2FEPJhBBCCCHuL7et4JmfM3v+/HmrYx4eHtSoUSPPRRiFEEKIEk2vc34TbsltK3j/93//h8FgYMWKFdq0aLOkpCSOHDlCly5diql0QgghRCFw6jm0dzfhltz2m61ZsyYffPABR44cYcCAASQlqQN5L126RM+ePalevTrvvPNOMZdSCCGEcIKMwRN2uG0FD2DUqFGsXr2ahIQEwsLCqF69OrGxsTzwwANs3bqVoKCg4i6iEEIIIUShc+tlUgAeffRRHn3U/tImQgghhMvSO9kKJ2Pw3JbbV/CEEEIItyXr4Ak73LqLVgghhBDi70ha8IQQQghX5exSJ9JF67akgieEEEK4KMWgQ3Gim9WZuKJkky5aIYQQQgg3Iy14QgghhKuSLlphh1TwhBBCCBclXbTCHumiFUIIIYRwM9KCVwBta3TCoMv+yPQGHwBMxjQAmpRta7F/z7XNADQNidPiRFd6zOKY+b1XUG0ADP4hAKQn7tPi6Azearpe/hbliWk+DYCNO162Kmvz6r0A2HFmSUFO0ULLyKEA/H7s8wLH7dhNPb9137Z1OH8hhH3me4f5/uBToZl2bNPucTbjmO9Fu6+sB7LvWWB9vzL4lgey7yHme4r5/mZLVuoVi/e2wprLrRjTAfDwDbE4j6zb563Kpt1rM5Jt5msOaz6H3MLcy1ac/KR3r5z/DxiVrDxCFyI9zjXVSDOP25IKnhBCCOGiFINz3ayKoRALI0oUqeAJIYQQrkrn5CQLnYzBc1fSOCuEEEII4WakBU8IIYRwUYpeh+JEC54zcUXJJhU8IYQQwkUpenVzJr5wT/LVCiGEEEK4GWnBE0IIIVyUtOAJe6SCJ4QQQrgoeZKFsEfq7kIIIYQQbkZa8IQQQggXJV20wh6p4AkhhBAuSip4wh75aoUQQggh3Iy04AkhhBAuSlrwhD1SwRNCCCFclEkHJicqaSaZROu2pIInhBBCuChpwRP2yFcrhBBCCOFmpAWvgPZc26y9bhoSB4DBKxAAY0YSALuvrLc4rjN4a3HMYZqUbQuAh2/I3TCeAGQkHgZA7xWgxVGM6QBk3U6wKItizLR437x6L+21wbc8AK3rv6zmm5oIwPaT8/J1ngC/H/s832Hvte7btg7HLck6DzysvV77dV0A4p5cB8D6HzoWS5nE/WP+DZuMaYDl77+gmoU+o73eef57m/ncy3wvsWXXxdVA9u/elHkrzzLcm5753pWT+VxNt89ZlC3nPele95bf/DmZz9l8v7N1zHx/M6ZetXhv67M2p2P+tyDfhzlszrLkFfbefHPLryDpFyaT3skuWmnmcVvy1QohhBAuytxF68wmitaVK1eYMWMGf/75p8X+uXPn8t5773Ht2rVCyUe+WiGEEEKIIpCQkMADDzzAmDFjGDNmjMWxAQMG0LBhQ5o2bcpPP/3kdF757qINDw93OjNbdDodJ06cuC9pCyGEEO5McbKLVlrwitYbb7xBQkICpUqV4oknnrA6/sgjjzB27Fi6du3K5s2biY6OdjivfFfwTp8+7XAmudHpZI62EEII4QhFr6DoFafiOyojI4Pp06czd+5csrKyCA0N5V//+hcxMTEFSufSpUtMmjSJdevWoSgKzZs354MPPqBatWp246xYsULrzvT392fkyJEMHjy40PI4c+YMb775JuvWrUOv16MoCh07duStt96iatWqBTq/nNavX8/y5ct55pln0Ott16579uzJiy++yOuvv85///tfh/PKd909IiICk8lU6Nv9ahkUQgghxP2Rnp7Oww8/zDfffMO6des4ceIEI0aMIC4ujm+//Tbf6Zw6dYro6Ghu3rzJwYMHOX78OJUrVyY6OpqjR4/ajDN+/HgGDBjAtGnTOHnyJMuXL2f8+PGMHDmyUPI4duwYTZs25fr16+zdu5ezZ8+ye/duzpw5Q3R0NCdPnsz3+d3Lw8ODrl272q3cAXh6qpMuN292fFIXFKCCd79a2qQFTwghhHCMeRatM5sjxo4dS3x8PHPnztVawbp160bXrl0ZMGAAp06dyjMNo9FIt27dyMjI4Ouvv8bX1xeDwcC0adPw8fGhe/fuZGZarhaxatUqpk6dysSJE4mNjQWgTp06TJ48mVmzZrF8+XKn8xg9ejQmk4nFixdTrlw5AEJCQpg3bx5Xrlxh3Lhxjn1ogL+/PykpKbmGWbBgAQC+vr4O5wMFqOApiuPNuMWRrhBCCOHuiqOCd/r0aT755BPq1atH8+bNLY7169ePlJSUfFWClixZwu7du+nWrRt+fn7afoPBQK9evdi/fz9z5szJPleTiVdffRWdTkf//v0t0urduzcGg4HRo0djNBodzgPg119/JTIy0iI8QNWqVSlXrhwHDhzI89zs6d27NwMGDODOnTtWx4xGI59//jljxoxBp9Px2GOPOZwPFKCCN2zYMKcyKup0hRBCCHdn0itObwW1bNkysrKyaN26tdWxFi1aALBy5co8l/tYtGgRgM10WrZsCcCXX36p7du5cyfHjh0jIiKCkJAQi/D+/v7Ur1+fCxcusGbNGofzAPDz8+PQoUPcvn3bYr/JZOLOnTs0btw41/PKzUsvvcSZM2cIDw/npZdeYtasWcyYMYN//OMf1KhRgxdeeIH09HQqVqzIO++843A+UIAK3r3TeQtq3rx59yVdIYQQQhSd1avVRbZtjaEPDg6mSpUqZGRksGXLFrtp3Llzh99++81uOg0aNABgz549JCUl5Zlvzjjx8fEO5wHwxBNPcPv2bav6ydq1azEYDEyaNMnueeXF29ubX375hZiYGGbNmsU///lPxowZw6effsqFCxe0CSAbNmygcuXKDucDRbQOXmJiIi+++GJRZCWEEEL8bZh0TnbROjAMfs+ePQCEhobaPF6mTBkA9u7dazeNw4cPk5aWZjcdcxqKorBv3z6H8nUkD4DJkydTtWpVvvjiC0aOHInJZOLKlStMnTqV//3vf9SuXdvueeVHYGAgy5cvZ//+/UydOpVhw4YxZMgQ/vWvf7Fp0yZ+//13atas6VQeUAiPKtu6dSsLFy7k7NmzpKamWo2py8zM5OjRo9qHLIQQQojC4Wg3a874AMnJyRb7vb298fb2tgqflpamdV2aK0j3CgxUH4GXmJhoN9+rV69qr22lY04jZzrmOPnN15E8ACpWrEh8fDxxcXHMmjWL8+fPExgYyA8//EBQUJDdcyqoqKgooqKiCi29ezlVwfv66695/vnngbwnS8hsWSGEEKJkundtt0mTJvHmm29ahcs5rq5UqVI20zIvAZJbw05e6eRcRsScjjlOfvN1JA+ziIgIFi1axLJly5g/fz5JSUmULVuW999/P9clTvJrw4YNrFixguvXr2vjBOPj49mxYwfPPvsslSpVcjoPpyp4b731FgCdOnVi4MCBlCtXzurEFUVhw4YNvP32285kJYQQQoh7OLPUiTk+wLlz5wgICND222q9A/Dy8tJe22vYycjIANTxePbklY45jZzpmOPkN19H8jBbv349GzZs4OOPP2bIkCF06tSJDz/8kPPnz7N48WKHK3mKojB48GBtXkLZsmW1Y+3bt0en09GmTRvef/99unbt6lAeZk5V8G7evEmpUqX4z3/+oy3MZ0u7du34/PPPnclKCCGEEPcw6RwbR5czPkBAQIBFBc+e4OBgvLy8yMjIsLue282bNwG0NeRsqVixovY6JSXFors0Zxo506lYsSKHDh3Kd76O5AGwZcsWunbtqj3Bq379+mzYsIG2bduybNkyGjVq5PBaeB9++CFz585Fr9cTEhJiVfFs164dY8eOpWfPnvz3v/8lLi7OoXzAyUkWHTt2JDAwMNfKndlff/3lTFZCCCGEKGYGg4F69eoBkJCQYDPM5cuXAWjUqJHddKKiorShW7bSMafh5eVF3bp1AWjYsGGB8nUkD5PJxJAhQ2jatKnFuL2aNWuyatUqPDw8ePfddx2eV/Dll1/SqVMnEhISSEhIsDk2sFOnTphMJq2X1FFOVfCmTZuGyWRi+/bteYZ95plnnMlKCCGEEPdQu2idWQev4Hl27twZgIMHD1odS0xMJCkpCT8/P+1JE7YEBQVpiyTbSuf48eMAxMTEaAsO55ZvzjiPPvqow3kcOXKEQ4cOWa2zB+q6ef/3f/9HcnIyR44csXtuubl06RJLly7V0rc1P8G8UPMff/zhUB5mTnXR1qhRg02bNvHqq68yf/58/P39rcIoisLWrVu1dWlcXZOybbXXBi+1uVcxpgPg6a8OUm0aojapmoxqDd9g8LaKY8xQ19zRe6lN4qYMtck56/YFAHQ54uw4s8RmWTJuqM/Qa13/ZbvhWkYOBWD7yXn5ODtL5nS3Hpxmsb/9F9mv44cUONn7ovmKdO31jq62x44UhrVf17Xat/6HjjbDdpyhNr2v+2f2D7hD3FIAspLPA7Bxh/oZm7+n34+pQxlahPfX4pivBfMxcxq/ru9pkZ95f85jbRqOB8AnVF3QM/XMRsD6OwVo21j9a3HzXnWNJ/O1vuea+jzE6Erqquq7Lq62eb625Py9mJnTy4u57ADpV9UlDMy/td1X1luk71uxpVV88zmaf4/mOGa2zscc9l56g4/F+5znld/z2Xn++zzDmMtoLltO995XzGUyXx8eftndUc2r9wKy7wn3pmc+Z/P9JycP3xCL8przzU/5zcz52Uq/WegzFuW+Nx9znIJ8xub7am7sfbe23Hvt37u/JFGcHIOnOBB30KBBfPDBB2zcuNHq2LZt2wDo0qWLxRg4W4YMGcL27dvZuHGj1Xgzczq9e/fW9sXFxREWFsbhw4e5evUq5cuX147dvHmTw4cPExYWpi1g7Ege5nF558+ft1nmyMhIgDzPzZ4aNWrYnQVstnLlSqAIH1Vmi6IorFy5kgMHDhAYGIjBYLDaPDw8iImJwWQyOVVQIYQQQhS/yMhIhgwZwoEDB6zWups/fz6+vr4WiwHHx8fTokULZs6caRG2X79+NGjQgOXLl1t0eWZkZLB06VKioqLo27evtt/Dw4OpU6diMpm0madmCxcuxGQyMWXKFAwGg8N5NGzYkPDwcHbs2MHJkyetzn379u3UrVtX66YuqBYtWvDTTz/ZPb5r1y7+9a9/odPpeOihhxzKw8ypCt6YMWMYO3Ysx48fR1GUXDchhBBCFC6TTnF6c8S0adNo2rQpw4YN4/r16yiKwsyZM/nxxx9ZsGCBxZMjPvzwQ3bs2MGECRMs0vD09GTx4sVkZWUxevRosrKyuHPnDgMHDsRkMrFixQqrMf49evRg6NChTJ48mf379wOwadMmJkyYwKhRo+jVq5dTeej1eubPn4+npyfdunXj2LFjAKSnpzNu3Dj27t3LggULHPrMAN544w1GjBjBtGnTtApkRkYGBw4c4PXXXyc2Npbbt2/j5+fn9OojTlXwzCf5j3/8g3PnzmE0GjGZTBab0Whk/fr1hbJujBBCCCGyGfXOb47w8/MjPj6eli1bEh0dTWRkJL/++is7d+606grt1asXpUuX5rnnnrNKJyoqim3btnH58mUiIyNp3LgxZcqUYd++fXafGDF79mzefPNNevbsSUREBGPHjmXBggVMnz7dZviC5tG2bVt27NhBrVq1aNu2LaGhodSqVYuLFy/yxx9/EB0d7cAnpgoNDWXlypV88cUXREZGcuTIEXx9fWncuDFTp04lNTWVSpUqsWbNGqefmOHUGDwfHx+Cg4P5+OOP7YbR6XR06NDBqam+QgghhLBWWOvgOaJ06dLMmDGDGTNm5BquT58+9OnTx+7xyMhIvvvuu3znq9PpGDFiBCNGjMh3nILmUa9ePZYssT3+3VlNmjTh0KFDrFy5kvj4eM6ePUtWVhaVKlUiJiaGnj17Oj3+Dpys4A0bNoyPPvoIRVHyfFLFihUrnMlKCCGEEMKlXbx4kUqVKuHh4UG3bt3o1q3bfcvLqX7T8ePH88gjj+SrllunTh1nshJCCCHEPYprDJ5wTGRkJElJSUWSl1MteJs3b2bw4MHMnDmTwMBASpcubRUmKyuLHTt22F2YsKhkZWWxbNkyfvrpJzw8PAgNDWXIkCGEhYUVa7mEEEIIRzkzjs4cXxSdO3fu0LhxY8aOHcuzzz5r97m6hcGpCt6gQYO0WSA//PBDoRTofvjjjz/o27cvderU4aOPPqJ69erFXSQhhBBC/M34+Pgwbdo0du3aRePGjenUqRMvvPCCw8uu5MapCt7EiRPp378/oaGhhIaG2nw4cWZmJkeOHOHGjRvOZOWwH374gZ49ezJu3DjeeOONYimDEEIIcT+YcPJZtIVWEpEfb731Fl26dKFLly7861//YuXKlYwcOZKsrCyGDx9Oly5d8PBwqmqmcSqVvn378tVXX9lczTqnq1evFktX6IYNG+jRoweDBw+Wyp0QQgi3Y3Kyi9aZWbSi4F555RXtdc6JFn/99Reff/45b7/9Nk8//TRDhgyhWrVqTuXl1Fer1+t5++23tUd72FO+fPk8p1EXtsuXL/P0009TqVIlpk2zfiyTEEIIIURJUKtWLZ588klq1qzJ1KlTiYiI4IknnnAqzXxX8E6cOGFzf7t27fL1TLbBgwcXKF1nvfbaa9y4cYOxY8fi4+OTdwQhhBDCxZh0zm+i6Pz6668W71NTU/nyyy9p3Lgx7du358cff8TLy4s+ffowceJEp/LKdxftI488wl9//eVUZkWV7vnz55k/fz4+Pj5ERkYydOhQjhw5wsmTJ6lduzbjx4+nQ4cOhZqnEEIIUdSMOnVzJr4oOo8//jinT58mMTGRL7/8knnz5pGUlISiKFSvXp1hw4YxePBgypYt63Re+a7g3a/nyd6PdFesWIGiKHh6evL7778zZcoUypUrx88//0yvXr3o2LEj33zzDb1797YZPz09nfT0dO19cnJyoZdRCCGEEH8vqampVKxYEUB7SERcXBwvvvgijz/+eJ4PjSiIfHfRFmam9zvdDRs2ADBw4EAmTJhAuXLlALW1cNq0aZhMJoYMGcLVq1dtxp86dSqBgYHaVrVq1UIvoxBCCOEs86PKnNlE0VIUhYCAAEaOHMmRI0dYu3YtTzzxRKHXh/Ldgnf58mUGDRpU6C1uV65cKdT0QO2iBahSpYrVsT59+jBmzBiSk5NZvnw5L774olWYcePGMXr0aO19cnKyVPKEEEKUONJF63oGDBjAxx9/jL+//33NJ98VvFu3bjF37txCL8D9aMEzd6kGBARYHfP19aVDhw6sWrWKQ4cO2Yzv7e1tc00/vd4HvT77I1OM6VZhAHZfWQ9Ak7JtAdAZstMyZahl23NtMwAtwvsDkJl8Sv339jkADF6BWpyWkUMB+P3Y5wA0DYlT0zKmqWmdnAfAg02nanE27R5nEccRWw/ann0cP8ThJJ3WeeBhANZ+Xddi/46u1t9XUWk7X11JavNz6p/Creu/DIDnqA8A6NR7lxY2q08PAHzW7bZI497vyeBbLjvO7QsWx0yZKTbLYQioaLeMaed/B0AxqjPe28XOAeC3DYO0MHovP4s45mv0Xs1Cn9Fe7zz/PZB9rduLk5P5mt9+97o1x703X8+A7CUCjKnX7v5r2equN6gTqHwqRQOQkXhUO2b+Hjz8QwGIrvQYAAbf8gDsurjaqmzmY/fmc6/8nKf5d2q+H5jfA/hUbA5kfx96L8t7lVew5fUN4BkYYfH+3mumQ+fsB6l7JKt/3Jo/a/O5Nq/eC4BWdUYClvcm8+djzttcXnO+5rRyltV8P/Ot/CAAqQmbgOzP0TMgzCKces7qfbNU1XZA9vdv/i7NZfLwDdHimMtivi+aw5jjevpXtXgP2d9Rznsp5N5tZc4nP9/vvfncex0XFWcnSsgki6JVpUoVPv/8c6fWujM/zzYv+c4hPj7e4cIUtfLly/PXX3/ZHTsXGqre8O/XuEIhhBBCiHudO3fO6TRiY2PzNTk13xW82NhYpwpUlKKjo9myZQsHDx60edy8bEqtWrWKslhCCCFEoTLqdBid6AlzJq4oHvltnHLL4ZU9e/YEYN26dWRlZVkdP3XqFHq9nqeeeqqISyaEEEIUHlkH7+8nv0Pb3LKC17JlS55++mkSEhJYuHChxbHLly/z3//+lyFDhlCjRo3iKaAQQgghxH3klhU8gLlz5xIVFcXIkSPZtEkd+Hv9+nWee+45mjRpwkcffVTMJRRCCCGcY7rbRevoZpIuWrflthW8wMBANm3aRL9+/ejevTs1atSgQ4cOxMTE8L///U8eXyaEEMLlmZdJcWYT7snxebouoEyZMnzyySd88sknxV0UIYQQQogi49YVPCGEEMKdqRMlHG+Gk0kW7ksqeEIIIYSLkmVShD2FMgZvw4YN/OMf/6B3797avvj4eN577z0uXrxYGFkIIYQQQoh8cqoFT1EUBg8ezLx58wAoW7asdqx9+/bodDratGnD+++/T9euXZ0qqBBCCCEsGdFhxIkWPCfiipLNqRa8Dz/8kLlz56LT6ahQoQIGg8HieLt27Rg7diw9e/Zk/fr1ThVUCCGEEJZMd5c6cWYTrqVInmTx5Zdf0qlTJxISEkhISKBMmTJWYTp16oTJZOKtt95yJishhBBC3MOI3ulNuJYWLVrkK5xTXbSXLl1i+/btWsXO1uMzjEYjAH/88YczWQkhhBBCuK3FixezdetWQkNDef755y2GveV07xO67HGqglejRg2brXY5rVy5EgBfX19nshJCCCHEPUxOzqKVLtqi9cADDwDg4eFBhw4dePfddwHo1asXy5cv17pfZ8+ezc6dOwkJCXE4L6faZlu0aMFPP/1k9/iuXbv417/+hU6n46GHHnImKyGEEELcw4Te6U0Unb179+Lr68uyZcu0yt2CBQtYtmwZnp6ezJw5k/379/PYY4/x+uuvO5WXUy14b7zxBm3btuXIkSM888wzAGRkZHD06FGWLVvGRx99RGpqKv7+/rz99ttOFbQkMJnSMOj9s98b0yyO6zKSC5ymMfWq+m9GEgB6g/oItV0XV2th2jQcbxFn9xXbE1Y27R6nvW5VZyQAaVfVrvE91zYXuGzNq/cCYMeZJQB06r0LgF8WRxc4LVti5qp/qWwckP+/INd+XbdQ8s6vSn9tB8Az4AoAZys+bhVm83OWN0ivoJoA/DZYPa+H0rM/rwu1zwFQ49sEADp2U7+Xdd+2BaBD5+8A8AltpcVRMu4A0HnE+bvvU2yW1XQ3HMCDTacC4F2pKQC3j6wAsr9LWzbueBmApiFxanp3r2/ztZPzmryXOUyTsm3z3L/95Lxc09AYPLWXHn6V1TLd/Y2Z0/P0r6oeD1E/c71fdpdG1s2z6r9J5y3ybdf2M7vnYf587r32c9MycigA6dcPWpyHwbc8ANGVHgMsf7cdn/kNgMwrR9Rye5a2mW+HuKVaHL/aT6rnc+24xbGMxKMA+IbHamG3Hpxmca7t239jkW7HHr8DkHp0rRanVHX1j3AlU72+TBm31P3hnQBIO79NfV+zsxbHlKZ+H8bkC2oZKj8IwOa9kyzy1Xv5aXEUYyYAXtWaA+CdqH5uWbfV78krqI56XjeOaHE8AyOAHNdB5q27aaWr+/2rqOW4ez+F7M/dHMb8feQMcy/zd2S+vu69Jm3dR+8Ne+9vQIicdDodS5cupWpV9d6VmZnJxIkT0el0vPnmm4wYMQKAmTNn0qhRI6fycqqCFxoaysqVK+nRowdjx45FURSLrlhFUahUqRLLli2jdu3aThVUCCGEEJZkoWPXUqVKFa1yBzBnzhzOnTtH9erVGTNmjLbfw8ODS5cuOZWX00+yaNKkCYcOHWLlypXEx8dz9uxZsrKyqFSpEjExMfTs2VPG3wkhhBD3gbMzYWUWbdEKCgriypUrhISEcOXKFd588010Oh2TJk3C0zO712LLli3cvHnTqbwK5VFlHh4edOvWjW7duhVGckIIIYQQbmfYsGF06NCBRx99lBUrVnDlyhVatWpF//79tTAnT55k4MCBTufldNX96aefzle4H3/8kR49evDMM8/w5ZdfasunCCGEEMIxsg6eaxk+fDjPP/8833//PYmJiTz++ON899132vGhQ4fSqlUrEhIS8PPzyyWlvDn9zR49epTMzEw2bNjAsmXL2LhxI1lZWRZhFi1axFNPPUVISAiTJ0/mzJkzPPjgg043PwohhBB/Z1k6g9ObKFovvfQSx48fJzk5mR9++IGKFStqxz7//HMuX77MrVu3SE4u+MTNnJzuok1KSiI0NJTExERtX5UqVfj666+Ji1Nn402fPh2AsWPHEhoayuTJk3nttdd4+umniY+Pd7YIQgghhBAiB6da8A4dOkRiYiJXr14lKCiIxo0b06hRI5KSknj88cfZt28foLbyAVSqVEmLO2rUKK3VTwghhBAFZ0LnVPesCZlFW5SSk5MtNrPExESGDBlCVFQUDz/8MJs3F3xps3s5VcEbN24c9evX53//+x+JiYns3r2bP/74g4sXL/Lcc88xdaq6FldqaioABkN2U3CFChWoWLEi8+fPd6YIQgghxN9WFnqnN0dlZGTw7rvvUrt2bSIiIoiNjWXjxo0FTufSpUsMHTqU8PBwwsLC6NGjB2fPns01zooVK2jWrBnh4eE0bNiQr776qtDzyGnDhg0MGTKELl268PLLLzvc+1imTBmCgoJo3rw5n376KaDWkdq1a8ecOXM4dOgQu3btomPHjlojmaOc6qLdsmULR44coVy5chb7S5UqxYwZM2jcuDGKoqAoCh4e1lmVLl1anlErhBBCOMiIASOOj6MzYnIoXnp6Oo888giXL19m3bp1VKtWjW+//Za4uDgWLVqU71U1Tp06xYMPPkibNm04ePAgXl5evPzyy0RHR7Np0yaba+iOHz+eWbNm8dNPPxEbG8uRI0eIiYlh//79zJw5s1DyMLty5QqDBw/m9OnTfPbZZ7Ru3Tr/H5IdgwYNYvbs2Vqj1zvvvMOhQ4eoUKECv/zyCw0aNGDx4sWMHz+e1avtLzCfF6da8Hx9fa0qd2a3b98mKysLk8mkhb1XcnIyN27ccKYIQgghhChiY8eOJT4+nrlz51KtWjUAunXrRteuXRkwYACnTp3KMw2j0Ui3bt3IyMjg66+/xtfXF4PBwLRp0/Dx8aF79+5kZmZaxFm1ahVTp05l4sSJxMaqT2+pU6cOkydPZtasWSxfvtzpPMz++usvmjdvjslk4vfffy+Uyp2Hhwcff/yxVrm7du0aM2bMQKfT8emnn9KgQQMAevfuzcmTJ53Ky6kKXvXq1ZkxY4bV/uPHj9OtWzcaNWqkfXBlypSxCJOYmMjly5cJDAx0pghCCCHE31YWBqe3gjp9+jSffPIJ9erVo3nz5hbH+vXrR0pKCuPGjbMTO9uSJUvYvXs33bp1s1gSxGAw0KtXL/bv38+cOXO0/SaTiVdffRWdTmexbhyoFSKDwcDo0aMtlmEraB5mly5donPnzpQrV44VK1ZQqlSpPM8nP6pVq2bR4PXee++RkpJCy5YtLZadM5lMBepCtsWpCt7o0aMZPXo0devWpWvXrnTt2pVmzZpRt25d/P39+e2337RxeKDOuDVbsGABAM2aNXOmCEIIIcTfVnGMwVu2bBlZWVk2W7RatGgBwMqVK7l27Vqu6SxatAjAZjotW7YE4Msvv9T27dy5k2PHjhEREUFISIhFeH9/f+rXr8+FCxdYs2aNw3mA+pjVLl26cPbsWebPn4+Pj0+u51EQFSpUYMeOHQBs27aNmTNnotPpLOpKAAsXLiQtLc1WEvnm1Bi8Z555hsmTJzNp0iRtpiyozbSLFi1i6dKlDB48GIABAwbQrVs3OnTogIeHB2+88QY6na5QVmsWQgghRNEwjwsLDw+3OhYcHEyVKlW4cOECW7Zs4YknnrCZxp07d/jtt9/spmPuqtyzZw9JSUkEBgbmmq85zv79+4mPj+fxxx93KA9QG6C2bt1Kjx49qF+/vr2PwSGTJ0+mU6dO1KpVi71795KVlcXgwYOJiYnRwixevJgXX3zR6bycXgdv/Pjx9OjRg59//pmMjAxatWpFq1atAOjbty+xsbGcPXuWNm3akJKSwqhRo5gzZw6KotCtWze6dOni9EkIIYQQf0cmJydZmByYZLFnzx4AQkNDbR4vU6YMFy5cYO/evXYreIcPH9ZaqGylYx7WpSgK+/btIyYmJl/5Auzdu9fhPECthAHExcXx+uuvs2vXLg4dOkRISAiDBw9m6NCh6HSOLS/Tvn171q9fz2effUbFihVp3749I0eO1I4PHz6c8+fP065dO4fSz6lQnkUbERHBiBEjbB6rWrUqVatWBcDPz48vvviC0aNHc+rUKTp16lQY2QshhBB/S1mKAYPieAUvS1ErePc+NcHb2xtvb2+r8Glpady+fRuwHltvZm4Jy/kAhHtdvXpVe20rnZzj883pmOPkN19H8ti7dy/Hjx9Hp9Oxbds2xo4dy+TJkzly5AjdunVj+PDh7Nu3j9mzZ9s9t7xER0fbXdbFmXTvVSgVvPwYPHiwdkJ16tShTp06RZV1odHrfTAZrfvE91xTFySMrvQYAE1D1Cd46A1qv71iTNfC2oqfM43m1XsB0KbheKsw5vT1XgEW6e48/71V2G1H1Knireu/nOs55UZnsPxx/7I42ipM2/nqzWHzcwUfx7FxQOEtsNlqcfbj8bb1Vi/ryud/ASAi+CAAm0qNKnC6F2u1yDOMOZ+EUPUPFq+ItgDUurYUgL9e7JkjtPrHTquTHwAQ+H9vWKT161q1RTu2VfZUf/0A9a+7tUPU9x3i1LEnnV84A0DmX9sA8KgSpcXx8QtWj11Sz33HmSUW+bQI76+mffdaAki7qi5Z5OmvlnH33Tjm69l87ZqvVYAmZdta7DP/a45j/tcRv20YZFVez8AwAIyp6o3bu1xDNYBB/c71ZbIXU/fyC7JIJ6b5NABKteoDQOd31Alga8d7WuVtzsf8+9l6cJrdcvpUbm5RJnNZzWXTGTwt8gcoFdP/bnkrqGX8uq7NtL0adtBeK7fUMcyGoMrq+wz1+9i8Xr2+Or+b/RvoPFSdfedd9yG1DOXUa+ahR/8DwP/WqK0qnUfkaNW4cwsA0y113JRH2Qg1v7Khd99XByzvAw+Pyx5XDZDxx3oAOnRWn63p3fz/1LJez/6PPuP47+q511a7x0pdaw9AVvJ5NaxR/V68grL/j/CqoF7bphT1MzZlqIPljamJd8PWVNO+fliLs+ui2p1nvm8afMvfTV+9b2alXgEsr9F773nm6/ve9zl/Azlfm98nJye73ARCc0OM2aRJk3jzzTetwuUcV2dv4oFer/5/kNsYsrzSMaeRMx1znPzm60geGzZsAKBhw4YWky/q1KnDd999R926dfnss894/PHHefTRR+2eX35cu3aNc+fO0bhxY0CtZAYGBuLpaX1PcsR9f8qw0WgkPj5em1QhhBBCiMKhTpRwZhatWg04d+4cSUlJ2mZvFqyXl5f2WlEUm2EyMjIAdTyePXmlY04jZzrmOPnN15E8zp9X/9CoUqWKVfhatWrx0EPqH01z5861WYb8OHjwIO3btyckJITOnTtr+69cuUKPHj0YO3as3aVbCsKpCp7RaGTy5MnUq1cPf39/DAaD1ebl5UVcXJzFtGUhhBBCOK+wlkkJCAiw2Gx1z4JaETJXnFJSUmyGuXnzJoDddXIBKlasqL22lY45jZzpmOPkN19H8jB3VQcEBFiFB3jsMbVF+NChQzaP5+XQoUO0bduWDRs2aA+CMKtXrx4rVqzgyJEjtGnThlu3bjmUh5lTFbwRI0YwadIkjhw5wp07d7TC2tqEEEII4doMBgP16tUDICEhwWaYy5cvA9CoUSO76URFRWkTFWylY07Dy8uLunXVIQwNGzYsUL6O5FG+vNqVf++YRDPzZA1H6zXjx48nNTWVF154gc8++4zSpUtbHNfr9YwdO5Zdu3YxadIkh/LQ0nIm8pIl6hidN954g7Nnz5KZmYnJZLLadu7cWWh9ykIIIYRQGZ1svXNkBq65W/HgwYNWxxITE0lKSsLPz0970oQt5uex2kvn+PHjAMTExGgLFOeWb8445rFxjuQRHR2dax7mNfFq1apl99xy89tvv7F06VL+/e9/M2TIEJstpTVq1ACweipHQTlVwStTpgwVKlTgzTffJDQ0VHv0xr2aNm1q0c8shBBCCOdlKR5ObwU1aNAg9Ho9GzdutDq2bZs66atLly4WY+BsGTJEnTmWWzq9e/fW9sXFxREWFsbhw4ctZsiC2t16+PBhwsLCtAWMHcmjY8eOBAcHc+bMGZvdsOZHsD3zzDO5nps9wcHBPPXUU7mGOXLkCECeC0XnxakK3pgxY7h9+7bFQEV77l2lWQghhBDOKY5HlUVGRjJkyBAOHDigrTlnNn/+fHx9fS26F+Pj42nRogUzZ860CNuvXz8aNGjA8uXLLWbcZmRksHTpUqKioujbt6+238PDg6lTp2IymbQnVJgtXLgQk8nElClTLBqbCpqHn5+fVvb333/f6tznz59PgwYNLCqFBVGlShW73b+gdv1OmTIFgJo1azqUh5lTFbx//OMf9OrVi08//TTPsOaZJ0IIIYRwbdOmTaNp06YMGzaM69evoygKM2fO5Mcff2TBggUWT4748MMP2bFjBxMmTLBIw9PTk8WLF5OVlcXo0aPJysrizp07DBw4EJPJxIoVK6yGd/Xo0YOhQ4cyefJk9u/fD8CmTZuYMGECo0aNolevXk7nMXLkSPr168f8+fOZOXMmiqKQlZXF+PHjOXfuHCtXrsTDw7FV5p5//nnteb33SkpKolevXsTHx6PT6Xj++ecdysPMqXXwFixYQJs2bfjss88wmUw2Z8xkZWWxdetWrly54kxWQgghhLhHlmJA79RCx47F9fPzIz4+nokTJxIdHY1erycqKoqdO3dqkyHMevXqxcaNG3n22Wet0omKimLbtm289tprREZG4unpSadOndi3b5/V82bNZs+eTVRUFD179iQ9PZ0KFSqwYMECnnzySZvhHclj3rx5NGrUiH//+99MmTKFcuXK8eCDD7Jv3z4qVKhQwE8r27PPPsuGDRuoWbMmHTt2JDExkXHjxvHXX3+xbt06reL31FNP8Y9//MPhfMDJCt5HH32k1aC3b99uN5yiKA4/1kMIIYQQtmWhR+/Eo8qynOjIK126NDNmzGDGjBm5huvTpw99+vSxezwyMpLvvvsu3/nqdDpGjBhh9wlahZGHXq9nzJgxjBkzJt9x8mvOnDnMnTuXDz/8kMTERN577z3tWNWqVRk1ahQvvfSS0/Umpyp4EydOpGvXrrRq1YoaNWrg6elpVaC0tDT++OMPbbaKEEIIIcTfldFoZMCAAQwYMIArV65w9uxZsrKyqFSpEtWrVy+0fJyq4D3zzDN07NiRtWvX5houLS3NqSZNIYQQQlgzOjgTNju+PISgKL300kt88sknTJ06lVdeeYWQkBC73cTOcvpRZe+88w5ZWVl2j+/duxe9Xu/0ei5CCCGEsJSlGJzeRNGZN28eiqI4vQRKfjhdwWvatGmus0lKly5N+/btadKkibNZCSGEEEK4rC5duhAQEMAbb7yRZ9g333zTqbyc6qIFuH79Olu2bCEpKQmTyWRxzGQykZiYyN69e+nXr1+eXblCCCGEyD8jHuid+K/ciHTRFqXPP/8cT09P5s+fz/Dhw+2GS0hIYOrUqU5V8pyq4O3cuZPOnTuTlJSUazhFUfjjjz+cyUoIIYQQ98hSDOiKYZkU4Zhhw4ahKAqffPIJCxYs0J6Bm9OdO3fYsGFDrsPf8sOpCt5bb73F7du3iY2NJTQ0lF9//ZWOHTtahPn555/p0qUL/fr1c6qgQgghhBCuLCEhgV9++QVFUYDcl5gr1mVSduzYwS+//EK7du0AmDJlCrGxsbRt21YLM3fuXDZs2GDxbDhXZTKl4enhn/3emGYznM5g+fBgxZiuvTZ4BQLQNCTOZhqegWEAbNn/jravdf2XAdh1cTUALcL7A7DjzBKLuM1Cs5+NZ/AtD4Ax1fJ5fQVhjvtgU/Uxc3ov9WHMPk2yF5Pc/Kk6pbv5CvUcd3S1PPfOb6Vqr9dO8gUgZq56YfteVP86WTteXUW81WL1/bbeeV+W9X+5AcDBTkEAlL5g/UNICO1091Unq2P3qnxIbWFOqPdAnmHt5fPw67fUHQ3rAfBX2SirsIuMDwLg30D9TP87zXJx8LiZ6mfjE/WIti/FWx360Pkt9TM2ZaoLYWad3mcRV1e6TPbrmpEAeJetpKb75DoA1v+g/gGWdfs8AJ6BEVZlNF+/0ZUeA2D3lfUANCnb1irsnmubLd6bw3j4qrPCslKvWIUzX/vmdO/VLnYOAL9tGKTtM/+GDD7BAOi9AgAwpqkDlXWe3nfDZXc36aIaqem1/QwAn5rtAMioo34mR2LV77xD3F9anF/X9wTAM6Camo9PGQBimk8DYOOOl63K61VFzSfzxgmLMvrUVs9TybC+Tyil1N/C5Vg1n04fqt+x/uJ1NcDdlfWvxGTfb8qeVn/T6/6pXusdZqv7O7+TCWT/jlThFumuHaMOt67/i3r9RWw9p6bZLnv2XvDu0moZwtS4VxsY7+arljUpVH0kZaW/sv9DKhdbx+K8Kns+rL4opX4ft0LVsvqf8NHCeHm3ByC5jhomMFO91g3HDwBgSrnOvXSeahkMAepqDFmJ6vNAPdLUsJ6V1N+a/twGq7jme6H5OzVfS+ZrM+d1aL7m72W+fm39BopblqJ3sgXP6aH4ogDGjBnDL7/8wrhx4wgPD7c5h8FkMrF161a+/vprp/JyqoLn7++vVe4ABg4cyLhx4ywqeP369WPUqFHMmjXL6VWZhRBCCJHNiAc6p8bgOT0UXxRAXFwcnTp10p43a8+AAQNYuXKlU3k5VXUPDAwkMTFRe1+pUiUURWHPnj3ZGej1eHh4MG3aNGeyEkIIIcQ9jIrB6U0UnR9//DFfLXNLly7VnhTmKKcqeI888ggtWrRgwIABzJo1C4Bx48bRtWtX1qxZw59//smgQYO4fv06t27dcqqgQgghhBCubMyYMVSqVCnPcM2bN+f77793Ki+nKnivvfYa/v7+zJ8/n1dffRWj0UidOnV44YUX+L//+z8aNWrEggULAPWpF0IIIYQoPLLQsXsKDg7ms88+cyoNpzrfAwIC2LFjB2vXrqVq1aoYDOqFMmbMGMqUKcNnn32GyWSic+fOvP76604VVAghhBCWjIoHOqceVSZj8O6nTZs2MWXKFDIy1ElKFy5coEOHDrnGSUtL4/Dhw3h6euYaLi9OfbOXL19mzZo1PPHEE5QtW9bi2KBBgxg0aJCdmEIIIYQQ7u3BBx9kzpw5DB48mLVr16LT6fjtt9/yjOfp6Vm8LXgdO3bk4MGD9OnTR+uKFUIIIUTRyFIMIAsdl2hVqlRh9erVDBkyhLVr17Jw4UK7YXU6Hb6+vtSqVYvAwECn8nWqgmeeQfvEE084VYii8tNPP/H4448zd+5c+vfvX9zFEUIIIZxiUvROzYQ1yTp4RUKv1/P555/Ts2dPYmNjiyZPZyLPmDGD4OBgnnzyyTzDRkZGOpOV0xITE3n++eeLtQxCCCGE+HsyGAx89dVXJCcna5tZYmIiQ4YMISoqiocffpjNmzfnklL+OFXB6969O99//z0vvvgiR48etRkmLS2NOXPmcPLkSWeyctrw4cO5fft2sZZBCCGEKExGxcPpTRSd4OBggoKCaN68OZ9++ikAqamptGvXjjlz5nDo0CF27dpFx44d2bdvXx6p5c6pbzYwMFCrNM2ZM8epgtxPixYt4vLlyzz99NN88803xV0cIYQQolAYnRyDJwsdFy1FURg8eDCzZ8/WVh555513OHToEBUqVOCXX36hQYMGLF68mPHjx7N69WqH83KqBe/5559HUZR8bcXlwoULjB8/nvnz56PXy1gDIYQQQhQPDw8PPv74Y61yd+3aNWbMmIFOp+PTTz+lQYMGAPTu3dvpnk+najz//Oc/CQ4O5q+//iIzMxOTyWS1GY1GNm7ciE5n/TD4ojBw4EAmTZpEWFhYseQvhBBC3C/yqDLXUq1aNXx9fbX37733HikpKbRs2ZKnn35a228ymTh79qxTeTnVRRsaGsqLL75IzZo17YbR6XS0bdu2WJ5kMXv2bHx9fRk4cGCB4qWnp5Oenq69zzkQUgghhCgpTIoBnVOzaKWCV5QqVKjAjh07aN68Odu2bWPmzJnodDqmTp1qEW7hwoWkpaU5lZfToyvfeuutfIVbvny5s1kVyPHjx/nggw/4/fffCxx36tSp+T4vIYQQorgYFb2TY/Bk6FJRmjx5Mp06daJWrVrs3buXrKwsBg8eTExMjBZm8eLFvPjii07n5ZbTZ0wmE8899xwzZswgJCSkwPHHjRvH6NGjtffJyclUrVq1MIsohBBCiL+Z9u3bs379ej777DMqVqxI+/btGTlypHZ8+PDhnD9/nnbt2jmdl1tW8N5//33q1Knj8ALM3t7eeHt72zxmMtpvMt11UZ3tEl3pMQAUo9rNqzNkp6X3CgBgx5klFnHNcfxrWXdlZyZZDrT0DLAcT9givD8AO89/r+1rGTnUal9empRtC0DpiKcsymq2YdvIe6PQeahath2fh6vv/6We89qJ6jnr0jJyhFbHHWwcYB6PafmcvZsVbt59VU7bV/+m+oQU/e/qWosHHlZX9j7YKcgi7i+vZP8Fe2drGwBKtd5iVd6cKh3fqr2+WK+1xbGqd7/LAN9ran5lnrWbTo0rqwA4PfkpAKocVKe2d8lUW623nu+UnU/YJgDmtbE98Wj9SPWzeXhs9mdwpcYVAMr4qeccuC8CAF1pNcwv86MAiJuZnabhjlEN4+mlvm/RDoAOcUuB7O/292Ofa3HM15H5mClDHZpgvjb3XFPXZWoaEqfFMV/b5mvfzLey+nmmnP4vkH1tAZSqEmMR1pyu2W8b1Eccduj8nVU+OoN6Pl7BddTz8glW95evqAb0L6XFMZVSb2+/bR4GQPv26gz6v564CkClAHV8y6/rh2pxHnr0PwB4131I3WHMUsN83ROAjt3Usuo8fbLLFtVILdPFwwB4hKhrfmY+2BiA+CFquLbzTVqcpAq3ACgT8zUAJ4O6AxCQqH7HyeVuAJBSOfu3H/2Ees+I/n46AJdaW94Xhpj+rb2+kFlB/beB+psdr6itAX6t1d9GDU91kfq9gU9pccqcUq+jOyHqNZjebhkAx/5Sv7tM3xQAHq85X4uz2u9xAEwp6vdQ7mwLNd/alwCotk8tR0al7DFHF2PU7zAl8AQAhkz18/Ir1Ux9fyNJTfPaFS1O1oU/AfCs2BwAferdYTPqzxN9hRoAeAXV0eKY74E577+23puv75zH9AYfizA5r9+SxqQY0Jmki9aVREdH89VXX9k8Nnv27ELLx+0qePv372fevHns3LmzuIsihBBC3FcmJ5dJkQqe+3K7zvePP/6Yo0ePEhAQgE6ns9jmz1f/8hwwYAA6nU4eVyaEEEIIt+R2LXghISHUrl3b5rGLFy+SnJxMxYoVCQwMpFKlSkVcOiGEEKLwmBQ9ODFRQp5F677croI3depUq+nGZv3792f+/PlMnTpVWu+EEEK4PEUxoDjRzepMXFGySdVdCCGEEMLNuF0LnhBCCPF3YTIZwJlZtE7EFSWbVPCEEEIIF6UoehQnxtE5E1eUbH+rCt68efOYN29ecRdDCCGEEOK++ltV8IQQQgh3YjLpweTELFon4oqSTSp4QgghhItSu2idmUUrFTx3JRU8IYQQwlU5uQ6eU3FFiSbfrBBCCCGEm5EWPCGEEMJFKSY9ihPj6JyJK0o2+WaFEEIIV2VeB8+ZzUEZGRm8++671K5dm4iICGJjY9m4cWOB07l06RJDhw4lPDycsLAwevTowdmzZ3ONs2LFCpo1a0Z4eDgNGzbkq6++KvQ8cjp//jxBQUEu9RQsqeAJIYQQokDS09N5+OGH+eabb1i3bh0nTpxgxIgRxMXF8e233+Y7nVOnThEdHc3Nmzc5ePAgx48fp3LlykRHR3P06FGbccaPH8+AAQOYNm0aJ0+eZPny5YwfP56RI0cWWh45KYrCwIEDuXnzZr7PqySQCp4QQgjhqsyTLJzZHDB27Fji4+OZO3cu1apVA6Bbt2507dqVAQMGcOrUqTzTMBqNdOvWjYyMDL7++mt8fX0xGAxMmzYNHx8funfvTmZmpkWcVatWMXXqVCZOnEhsbCwAderUYfLkycyaNYvly5c7nce9Pv30U7Zt21aQj6dEkDF4BbD59C/Ehj2qvd9zbbPNcIox3eK93itAe+3hXwWAVnXUvzS8gmoCsOviagBiW80EoG3jt7Q4WalXAGgZORQA73L1AWhSti0Anv5Vrcqg9yptEcZeWS3iGHzuxvW32K8zeALQofN3APy6tovdNHR30gB4eJz6r7FC9rl3nKEA8Ffb4wD43goE4Ej7EAA8MtV82s43aXEOPvcsAJ23pgBQI/gkABVPqedcr+toAP578XEtzvQW6r8bTerntfKvwQAEVzyspllGTfNizdZanEpnfgXgwcprAThX6T2L84r9Si17m0F9tH0LL/cCIDNdPceIRPWvViUgCIAdB9R8gsO3c6/zDa7dfVXOYn+71A8A8L7+lLbPkKWml+6bAcC679tZxOk8UD2v251ravsCT6j/Gs+pf50qERUB8KzWCACP81uB7GsKwLdyS/V8ktVuCw//UACybp8HILrSYwDoDN5aHPN1a2a+ztq3/wYAkzGNe2Um2b7xm9M3p6nz9NWOefhXVv8NqmHxr6GMul8JUq93xaDT4ujTjAA8PPq6GqdcGADVyvwBwDY/9Tf48MuJ2XH8gtV00tTrTR+qxun8jvofwLpv1d/Tw2NvaHEuNVC/l4qX4wBIbaB+1lfC1HSb316mvq/7iBanfiP18zlyq576mdRUy9Sl7VwAliap17N+b3acYYE71TCVLwHwRIOPAWigU38TjZNvamHT7t7ZB5TpB8Bpo/o5fZk6D4DARLVbrlPF2lqcC43U/6Sv1/wTgDcC1TL+yz8KgLjaCwDokbZTi7OxVBs1nyqfAbBql3qP8Gz0i1r+Herv5VR0ghanVP316osT6u/vUsRFAPyDy6j/Xld/E37bU7U4hrI1ADBeUi9sjxoN1f1XDqkBKpQHQGfw0uJ4+KnnbMq8hS0Gr8C7cbKvZ4Ovms6993BsXMclhpPdrI7EPX36NJ988gn16tWjefPmFsf69evHkiVLGDduHEuXLs01nSVLlrB7925eeOEF/Pz8tP0Gg4FevXrx/vvvM2fOHIYNG6YW1WTi1VdfRafTWXWV9u7dmxdeeIHRo0fTpUsXDAaDQ3nc69ixY7z//vtMmDCBcePG5fszKgmkBU8IIYQQ+bZs2TKysrJo3bq11bEWLdS/sFeuXMm1a9esjue0aNEiAJvptGyp/sH55Zdfavt27tzJsWPHiIiIICQkxCK8v78/9evX58KFC6xZs8bhPHIyGo0899xzTJ8+nYoVK+Z6LiWRVPCEEEIIV6U4OcHCgUWSV69WW9nDw8OtjgUHB1OlShUyMjLYsmWL3TTu3LnDb7/9ZjedBg0aALBnzx6SkpLyzDdnnPj4eIfzyOm9996jZs2adOliv9eqJJMKnhBCCOGqTDr1UWUOb7q887jHnj17AAgNDbV5vEyZMgDs3bvXbhqHDx8mLS3NbjrmNBRFYd++fQ7l60geZvv27WPu3LnMmjXL7jmUdDIGTwghhPibS05Otnjv7e2Nt7e3Vbi0tDRu374NZFeQ7hUYqI5vTExMtHkc4OrVq9prW+mY08iZjjlOfvN1JA9Ql3957rnn+OKLLyzCuBppwRNCCCFclM5kcHoDqFq1KoGBgdo2depUm/nlHFdXqlQpm2H0erVqYW49cyQdcxo50zHHyW++juQB8MYbb9ChQwfat29vt/yuQFrwhBBCCBelUwzoHBhHlzM+wLlz5wgIyF71wFbrHYCXV/ZMZUVRbIbJyFBnlgcHB9vNN690zGnkTMccJ7/5OpLH1q1bWbNmDTt27LBbdlchLXhCCCGEq3Jq/N3dDQgICLDY7FXwgoODtYpTSkqKzTDmBYHLlStn8zhgMSvVVjo5FxU2p2OOk998C5pHSkoKgwcPZt68efj4+Ngtu6uQCp4QQggh8sVgMFCvnrp+Y0JCgs0wly9fBqBRo0Z204mKikKn09lNx5yGl5cXdevWBaBhw4YFyregeXz//fccPnyYpk2botPpLLYBAwYAMH/+fHQ6HTVq1LB7biWFVPCEEEIIF1VYY/AKonPnzgAcPHjQ6lhiYiJJSUn4+flpT5qwJSgoSFsk2VY6x4+rC+LHxMRoCxTnlm/OOI8++qhDefj7+1O7dm2bm7k1MCAgQHv2bkknFTwhhBDCRemMBqe3gho0aBB6vZ6NGzdaHTM/0qtLly4WY+BsGTJkCECu6fTu3VvbFxcXR1hYGIcPH7aYIQtqd+vhw4cJCwvTFjAuaB5PP/00R44csbmZJ52Yw/zvf//L9dxKAqngCSGEECLfIiMjGTJkCAcOHLBa627+/Pn4+voyadIkbV98fDwtWrRg5syZFmH79etHgwYNWL58ucUs1oyMDJYuXUpUVBR9+/bV9nt4eDB16lRMJpP2hAqzhQsXYjKZmDJlivaYMkfycCdSwRNCCCFclN6kd3pzxLRp02jatCnDhg3j+vXrKIrCzJkz+fHHH1mwYIHFkyM+/PBDduzYwYQJEyzS8PT0ZPHixWRlZTF69GiysrK4c+cOAwcOxGQysWLFCjw9PS3i9OjRg6FDhzJ58mT2798PwKZNm5gwYQKjRo2iV69eTufhLmSZFCGEEMJF6Ux6h8bR5YzvCD8/P+Lj45k4cSLR0dHo9XqioqLYuXOnNhnCrFevXmzcuJFnn33WKp2oqCi2bdvGa6+9RmRkJJ6ennTq1Il9+/ZZPW/WbPbs2URFRdGzZ0/S09OpUKECCxYs4Mknn7QZ3pE83IFU8IQQQghRYKVLl2bGjBnMmDEj13B9+vShT58+do9HRkby3Xff5TtfnU7HiBEjGDFiRL7jFDSPe/Xv35/+/fs7HL84SAVPCCGEcFE6Re9wK5w5vnBPUsETQgghXJTeZEDvRBctzsQVJZpU8AqgbY1O7L/+e57hPPxDAci6ff7u+yraMa+gmgCYMtSHNesMltPITRnqatub907KsVd93arOSACMqTcAMHgF3k2zDgBNyrbVYngH17dIN7rSYwDsurjabrkNvuXvvvC0eK/38gcg9cwGAB76P18tjmeDNgDEzVQfA2MIVNcr4uwFAO7U99fCXq5xCYAKp6sBkBB5AoAaV7YCEHL7EQDOP/IfLU7Nzc0ACAuuDEDtRksA2F9ePdcVp3YBcKFq9orlRw2VAIgx/gnAj4FX1Hx8T6n5/tUKgI0R2X+56gzqZ9zcU10rKXmXel7DGqthTz6mPpOwgy770TZ6vRGA0qfVRT/HxqiDezPu/qymXP8YgOfLLNXiVDqjXhu6WiYAql1KBaCi/1kAzl1S841sXVOLczNcnd5f5qT5Oy2NLTdDbmivTQb12ihzVF3RXXtITyk17rYj6my2ZqHPZH8Gnn4W6ZmvVWOq5XIEijFde900JA6A3VfWA9nXoPn60xvU1eBNxuzZazvOLLFIzxxnz7XNFvtNKde4l6Gseu3ofNSymq5duHtAXcz0ZKtLWtiKJ9TrQF9BvY6THlKvW53xCACh+w4BUDusXnb6FdTvW3f4L4t8z0erv9eHX1LP478fV9KO1dyslkGpVAGAlGD18yndYhkAdXyPAZDgnf1cy6x7br0jK34OQPPb6sKrO+5eqzvLZy/OGnlCvVd4194CwL9nqL/HP/qr32noleyB4v+prZ5rmTq/AtBdUT/bqi+q634F/V8NAMJ6nNDi1O84CoA2xqMAtLh76F8B6kPYB6eq+Xoas8t9KyEKgFaeMwD4OEbNb3SZ5QBMf0w97nW7THac9CAADFlqeTN97gBg9FTvFVdqqL/X6jeqaXH01+8+EeGi+nkot26qZSlXCwBduvq7NPgGaXEUo7rPq1xtNf0UNV3z/cxMZ/C2em3+N+e1nlPOe635urV3HQtRXKSCJ4QQQrgodZKFE120TsQVJZtU8IQQQggXpTMa0DuwWLGZ4kRcUbJJBU8IIYRwUc6sZQegSAue25JvVgghhBDCzUgLnhBCCOGiZAyesEcqeEIIIYSL0hv1To7Bkwqeu5JvVgghhBDCzUgLnhBCCOGiZJKFsEcqeEIIIYSL0pv06J3oZpUKnvuSb1YIIYQQws1IC54QQgjhomQWrbBHKnhCCCGEi9IbdeiNOofjK07EFSWbVN2FEEIIIdyMtOAJIYQQLkpm0Qp7pIInhBBCuCi9SYfe5EQXrRNxRckmFbwC2Hz6F4v3Tcq2BWDPtc0W+00ZyRbvdQYv7bUx9QYAHgGhAGQlnwegWegzABh8ywPQuv7LWpytB6dZpJd2eQcAXsF1LfYH1OquvU5PPGhRNnP695Zdb/DR9vlWflAtQ+lK6o7L+9R/DZ4AeFdopJ7DrYtaHM/0dPV8zl6zSF+5++/lGpe0fUaPTABSAu4AUPlYhJp8zfUAnG+j/puVEpR9HhXPAHCukVqGtKT6ANQIUct256YJgKN39wPEhOwGoMuvaimmNL8CwGjjTwA8Vbk/AC8ri7Q4g0PnAHBFUfP2XfUnALWjTwOw7Yya/iKvrlqcd8t+oKZbfhYAS9I7A/D9nz8CENJ4EAB1Lhm1OLMuRAIws6majnn4yyfKE+p5mtQV6c/WP6XFmVzjTQCmBw0AoNaGTupnsCtEDVC/NgA+t1O1OFkeap7G5lEAnGyqnkdkZjUAHn4p+zs00/uVBcAjraLFfg//Kmqaty8AoBjTreLeKz9hzAxegQC0CO8PgG9V9TrEmJldNs/Sd1+otyxdaTWOoZQ/ACebX7Wb/p1AtSwVd6lxk5PUfKIOqZ9XUr0sLWxAknrNXOqi/j4rHCoFwPXaGwAI/U8tABr/mKLFSa9yG4AzLdRrNNNbze8xvz8AiNSpn9vu6ru0OAeutAAgqHQCAP+XoF6jpdLU7z8i7CwAfrUWa3H8F6u/myea/ReAC2vOqWXuoX7HNwOyz8NLUb//N32/AiBDp7bSnDioltXnuHp/WNy4lBbnajn18w6+qX5Ov9dU0whJU8vy4Lfq8astsuMoAern3mjYSXXHVDWfRy6p55NQdyYAS04M0eK0D1bvSTv+aqaeY1IAACmB6n0zptW7ABy6NF2LUxo1T90Z9bPVV6xi8a/i7wtk318BDP7q70O5ex3pfdTftvHuvVFn8Lb4V41/9W6cu/c1f/U6MF5PUtO4e780GdO0OLbupUVJZ3RumRSTPMnCbck3K4QQQgjhZqQFTwghhHBROqMOnRMzYZ2JK0o2qeAJIYQQLkqvODcGT69IBc9dSRetEEIIIYSbkRY8IYQQwkVJF62wRyp4QgghhItydpkUZ+KKkk26aIUQQggh3IxbV/AUReHzzz+nUaNG+Pj4EBwczJNPPsmuXbvyjiyEEEKUcDqj85twT25dwRs6dCjDhg1j//79ZGVlcePGDf7zn//QunVrvv/+++IunhBCCOEUcxetM5twT25bwfv5559ZuXIl8+fPJzk5mbS0NFatWkX58uXJzMxkwIABJCYmFncxhRBCCCEKndtW8ObNm8e6det49tlnKV26NB4eHjz55JMsWbIEgOTkZP7zn/8UcymFEEIIx0kXrbDHbSt4Dz74II0bN7ba/9BDD9GkSRMArl61//xKIYQQoqTTmZzfhHty2wreiBEj7B6LjFQf+F69evWiKo4QQghR6HQmBZ3Ric2kFPcpiPvEbSt4uUlMTMTb25uHH364uIsihBBCCFHo/nYLHd+5c4dt27YxePBgypQpYzNMeno66enp2vvk5OQiKp0QQgiRf852s0oXrfv627XgffXVV5QuXZq3337bbpipU6cSGBiobVWrVi3CEgohhBD541T37N1NuKe/VQvetWvXmDJlCvPnzyc4ONhuuHHjxjF69GjtfXJyMlWrViUm/Ak8PP3yzMfgW97ivWLM0F5nZVxU/01R/9UZvCzC6gzeAJgybmn7ois9ZjOMZ0C1u2FTrNIKaPY8AE3KtgVgz7XNFml5B9e3KrdHYKiaXso1tYy3zwPgG9oagFtHlgNQun6f7HPLUM9NVyZQfX934kpK6xoARPySqoU9014tZ5r/bbX86Wp5jVmlAXi6oro24Q+7X9PiRDVYrKYTMQeAFYdfBKBV+VUA/MdP/axnZkzV4jQ8ra7rtLGNOj1s3dkvARgf2RKAyRnzAah32qDF6XrgFAALn/QB4NBPCQAMGKh+BuktxgPQ8c4xLU6779Qb45nub6nnjBrXdPfPpsfHXwBg/2sVtDjGmrsBeGTmTQB01dVzv9XlvwAsr6G2HJ9MDdPiPHZU3Xemzmp1R6z675c1hqrvM9V8fRIra3HSgi+r5S5VS/039C8ALjRQv6fQ22UA8K3cWotjCFLjK5nZ3xlkX19Zty9wL5MxzWofZF+j5n/3XFlvMxxY/17SL+8DwCuopnW6PqUAyIgMUeOmq9+B3qRed/qG/9PCpl3pYhH3Rn31i0n1V88n4Kb6Gyt9Mfs3bfRXr52rYer3bMisA0DwUXViVmrTMgDcKntei1P2gvq7Mcaov4+ka2q54zL/VNPPVJtIxgZ8pcWZrn8WgJjS2wB42z8GgEVfrwWg8hB1CafKHtlLOV1orX7PfRKPAFCmqvpZ/BWkpr/Mp5kW9vXTfwCwN1T9fLqsvTtVsp96Xb0x8SQAvUMytThXSqthMz2yAPC627LTN2AVAKYE9Xd7vUz2fWZo5c8A+H71DQA8/6mOa75RS02rPmcAqFpxjxanjF793D3T1WvjdtBNAO5UPA1AS/0hteze2WUzenuqZaqqpm++z+jK3712MtXzy3mv9Sij3h8zrxxWw969PypG9fdkvu5MGdk9NB7+VQDIuG7Za6M3+NxNQy1zbi0jTUPiMJqycgkhRNH4W1Xwnn/+eV555ZU8x955e3vj7e1dRKUSQgghHGRS1M2Z+MIt/W26aN955x2qVavGyy+/XNxFEUIIIQpFcXbRZmRk8O6771K7dm0iIiKIjY1l48aNBU7n0qVLDB06lPDwcMLCwujRowdnz57NNc6KFSto1qwZ4eHhNGzYkK+++irX8AXNIz4+noceeojSpUvj5+dH69atWbp0aYHPrTj9LSp433zzDUePHuWjjz4q7qIIIYQQLi89PZ2HH36Yb775hnXr1nHixAlGjBhBXFwc3377bb7TOXXqFNHR0dy8eZODBw9y/PhxKleuTHR0NEePHrUZZ/z48QwYMIBp06Zx8uRJli9fzvjx4xk5cmSh5LFw4ULi4uL49ddfSUtL0yZn9urVizFjxuT73Iqb21fwvv/+e3744QfmzJmDTmf5zD2j0ci5c+eKqWRCCCGEk8xdtM5sDhg7dizx8fHMnTuXatXU8Y7dunWja9euDBgwgFOnTuWZhtFopFu3bmRkZPD111/j6+uLwWBg2rRp+Pj40L17dzIzMy3irFq1iqlTpzJx4kRiY2MBqFOnDpMnT2bWrFksX77cqTyuXr3KiBEjmDBhAhcvXiQzM5Pdu3cTHR0NwPTp0/nll18c+syKmltX8FatWsX8+fNZtGgRHh6Www0vXbpE//79OXnyZDGVTgghhHCS0eT8VkCnT5/mk08+oV69ejRv3tziWL9+/UhJSWHcuHF5prNkyRJ2795Nt27d8PPLnuxkMBjo1asX+/fvZ86cOdp+k8nEq6++ik6no3///hZp9e7dG4PBwOjRozEas5+/VtA8Fi9ezJQpU3j77bepWLEiAA888ABr1qzRJmcuXLgwH59S8XPbCt6iRYvo1q0bGzdupEqVKpQrV07bAgICqFSpEhs2bCAmJqa4iyqEEEK4jGXLlpGVlUXr1q2tjrVo0QKAlStXcu3atVzTWbRoEYDNdFq2VFc9+PLLL7V9O3fu5NixY0RERBASEmIR3t/fn/r163PhwgXWrFnjcB5eXl4MHz7cKmz58uV57rnnANd5zKlbVvBWr15Nv379yMrK4ubNm1y7ds1iu3VLnabfq1cvq25bIYQQwmWYTM5vBbR6tbpUU3h4uNWx4OBgqlSpQkZGBlu2bLGbxp07d/jtt9/sptOgQQMA9uzZQ1JSUp755owTHx/vcB7Dhw9Hr7ddNXK1x5y6ZQXvsccew2QyoShKrtt7771X3EUVQgghHGdysnvWgQrenj3quoahoaE2j5ufErV37167aRw+fJi0tDS76ZjTUBSFffv2OZSvI3nkJjFRXZfyySefzDNsSfC3WgdPCCGEcCc6kwmdA5W0nPHB+pGc9taDTUtL4/ZtddFre4/7DAxUF1Q3V4hsydnNaSsdcxo50zHHyW++juSRm/Xr19OgQQM6d+6cZ9iSwC1b8IQQQgiRf1WrVrV4ROfUqVNthss5rq5UqVI2w5i7OM2tZ46kk7Ob1JyOOU5+83UkD3v27dvH5s2b+eSTT+x24ZY00oInhBBCuCoHZ8JaxAfOnTtHQECAttve05y8vLIfVacotpdYybj7CMvcHgmaVzrmNHKmY46T33wdycOeUaNGMXbsWB588MFcw5UkrlENFUIIIYS1QppkERAQYLHZq+AFBwdrFaeUlBSbYW7evAlAuXLl7BbbvASJvXTMaeRMxxwnv/k6koctH3/8MaVLl2by5Ml2w5REUsETQgghRL4YDAbq1asHQEJCgs0wly9fBqBRo0Z204mKitJWsbCVjjkNLy8v6tatC0DDhg0LlK8jedxrw4YNrFy5kiVLlrhM16yZa5VWCCGEENmMJjAandgK3r1rnmRw8OBBq2OJiYkkJSXh5+enPWnClqCgIG2RZFvpHD9+HICYmBhtgeLc8s0Z59FHH3U4j5z+/PNPJk6cyMqVK+2O+yvJpIInhBBCuKpiWAdv0KBB6PV6Nm7caHVs27ZtAHTp0sViDJwtQ4YMAcg1nd69e2v74uLiCAsL4/Dhw1aLDd+8eZPDhw8TFhamLWDsSB5mf/31Fy+88ALLly8nKCjI6nh+HsVW3KSCJ4QQQoh8i4yMZMiQIRw4cMBqrbv58+fj6+vLpEmTtH3x8fG0aNGCmTNnWoTt168fDRo0YPny5RazWDMyMli6dClRUVH07dtX2+/h4cHUqVMxmUzaEyrMFi5ciMlkYsqUKRgMBofzALVyN3DgQBYuXGgxjg8gNTWV6dOn88033+Tz0yo+Mou2ADae/A8P1etv93iz0GcA0HupM5FMGeq6QlsPTtPCRFd6zCKMmWJMt/kvgM7gbbEvK/UKAKkJ6l8f3uXUcQkeZSOy45RWZwQFRg2wKJuZh19lq/JnJB4GwCuops3z86nQTD3eILvZXQm+u45Q4g31fU11hW+jp/pXYVq17GZtz/QsADIbbFDD7OoEQGUfdWzE/rQ6ajmCL2lx2nvvBCBASQXgf5X/BKCCTs3vuqJ+jgYl+6+5qvvV2VIb/88XgFbX1ecS/nymOwBdquwAoMqm1OyTu9tNUSZLHa/RcLz6mV7OUP8Gen3bGQD0y7PHcWQ+rp7rc0fUvBfWuTsL64PDdz8SdYaWUV9Bi9OozB8A7HxeLXezr9WnqrRIUG9IHwepYWuVOq7F+aWW+jNdl9IGgNMX1Yde69PVLgWTp3rTMnlkPzC7VPBZ9cXpWgCE/y8OgHP1TwCgu+4PgGe5WlocXc3aAGQdXa8eC1HH2Zgy1TKar0NjRpIWR2/wAaBJ2bYW783Xvi33hjX/Fjz81YVIzdef+foG8AwMU9O9qV77XmfLApAZql5/1ePVz+JQnTJanOoH1e8ys5xabn2mel2UvnseOi/193Sjevbn5pmmftbhOxsDoBjUOMFn1WsppZx6LRkyPbU4XulqnHPX1HJ7lroJwG+e6pieNSkdAXjRL/s/hMs31FX1L/keA6C+p/q9HL17zc7a9REAo6Jf0uK8EaZ+75NP7ALAY5D63f1L9xQAV5Ozr7MKZ/YC4FNJ/c1dC1fLeL6V+nm9fkF9zNO3IT5anEydeg3+XEr9Hl44o5btZlX1t2Zqrsa5EpD9ee3PVK+ZNz5/AIDx/uq5n/FT091iigIg1Zh9H9h0S21d8UtSr8E0P3VNtcgN6nUxLfB5AMK353jIvEktQ+aBTeq5h6v5mc7d/V2WUa8Hr3K1s6OkqEtkZCarvwWDjxrGfL0ZU9Xf7Y4zS7Q4bRqOJydzGJNR/Y0Z7l47Oe/f5vuxdu0b0zApWRQZc1erM/EdMG3aNHbu3MmwYcNYs2YNQUFBzJo1ix9//JFFixZZPDniww8/ZMeOHRw6dIiRI0dq+z09PVm8eDHt2rVj9OjRzJw5k4yMDIYMGYLJZGLFihV4enpa5NujRw/i4+OZPHkyHTp0oGHDhmzatIkJEyYwatQoevXqZRG+oHns37+fTp06cfv2bR544IF7PiojycnJmEwmjh075tDnVpSkgieEEEK4KMVkRHGigqeYHIvr5+dHfHw8EydOJDo6Gr1eT1RUFDt37tQmQ5j16tWLjRs38uyzz1qlExUVxbZt23jttdeIjIzE09OTTp06sW/fPqvnzZrNnj2bqKgoevbsSXp6OhUqVGDBggV2nzCR3zwSEhJo164dN26of1DYm63bvHlzata03RBSkkgFTwghhBAFVrp0aWbMmMGMGTNyDdenTx/69Olj93hkZCTfffddvvPV6XSMGDGCESNG5DtOfvKoXLky169fz3eaJZ1U8IQQQghXZTKqmzPxhVuSCp4QQgjhqoppDJ4o+aSCJ4QQQrgqk8nJFjwnHnMmSjRZJkUIIYQQws1IC54QQgjhqoxZ6uZMfOGWpIInhBBCuCjF6OQyKTIGz21JF60QQgghhJuRFjwhhBDCVZmy1M2Z+MItSQVPCCGEcFUmJ8fgSQXPbUkXrRBCCCGEm5EWPCGEEMJFKUYjit7xVjiZZOG+pIInhBBCuCoZgyfskC5aIYQQQgg3Iy14QgghhKsyZoETXbSy0LH70imKohR3IUq65ORkAgMDSUpKIiAgoLiLI4QQogQriv8zzHnEPrISD08/h9PJykxhw89Py/9vbkha8IQQQggXpRizUPSZTsUX7knG4AkhhBBCuBlpwRNCCCFclcyiFXZIBU8IIYRwUYopE8XoRBetyfG4omSTLlohhBBCCDcjLXhCCCGEqzJmgs6JVjgnWv9EySYVPCGEEMJFKcYsFCcqeDKL1n1JF60QQgghhJuRFjwhhBDCRSmmDBSTwan4wj1JBU8IIYRwVcZM0DnxX7mMwXNb0kUrhBBCCOFmpAVPCCGEcFGKMRNF50QXrbTguS2p4AkhhBAuSjFloBgd74yTMXjuSyp4QgghhItSjJkoSAuesCZj8IQQQggh3Iy04AkhhBAuSjFmoDjRVqMYpYvWXUkFTwghhHBRiikDRadzKr5wT9JFK4QQQgjhZqQFTwghhHBRahetEy140kXrtqSCJ4QQQrgodRatMxU8mUXrrqSLVgghhBDCzUgLnhBCCOGiFFM6CooT8aWL1l1JBU8IIYRwVcZ0FMXxCh5SwXNbbt9Fm5GRwbvvvkvt2rWJiIggNjaWjRs3FnexhBBCCCHuG7duwUtPT+eRRx7h8uXLrFu3jmrVqvHtt98SFxfHokWL6NatW3EXUQghhHCYYsxwqgVPMckkC3fl1hW8sWPHEh8fz/bt26lWrRoA3bp1Y+XKlQwYMIDo6GjCwsKKuZRCCCGEYxRjOopicjy+VPDcltt20Z4+fZpPPvmEevXq0bx5c4tj/fr1IyUlhXHjxhVT6YQQQgjnKcZ0pzfhnty2grds2TKysrJo3bq11bEWLVoAsHLlSq5du1bURRNCCCGEuK/ctoK3evVqAMLDw62OBQcHU6VKFTIyMtiyZUtRF00IIYQoFIoxw8kWPJlF667ctoK3Z88eAEJDQ20eL1OmDAB79+4tohIJIYQQhctkSsNkdGIzpRX3KYj7xC0nWaSlpXH79m0guyJ3r8DAQAASExOtjqWnp5Oenj0uISkpCYDk5ORCLqkQQgh3Y/6/wqn16fLJqBiLNb4oudyygpdzXF2pUqVshtHr1cbLtDTrv16mTp3KW2+9ZbW/atWqhVRCIYQQ7u7WrVtaY0Jh8/LyomLFihy6tMvptCpWrIiXl1chlEqUJG5Zwct5odr7CyojQx13EBwcbHVs3LhxjB49WntvMpm4fv06ZcuWRadz/KHORSU5OZmqVaty7tw5AgICirs4TpPzKdnkfEo2OZ+ipygKt27donLlyvctDx8fH06dOqX9X+YMLy8vfHx8CqFUoiRxywpecHAwXl5eZGRkkJKSYjPMzZs3AShXrpzVMW9vb7y9vS322evqLckCAgJK7A3QEXI+JZucT8km51O07lfLXU4+Pj5SMRN2ueUkC4PBQL169QBISEiwGeby5csANGrUqMjKJYQQQghRFNyyggfQuXNnAA4ePGh1LDExkaSkJPz8/IiNjS3qogkhhBBC3FduW8EbNGgQer2ejRs3Wh3btm0bAF26dHHLgaXe3t5MmjTJqpvZVcn5lGxyPiWbnI8Qf086pSjmcReT4cOH89lnn7Fnzx4aN26s7e/atStr1qzhzz//tLkQshBCCCGEK3PrCl5KSgqxsbF4eHiwZs0agoKCmDVrFq+88gqLFi2ia9euxV1EIYQQQohC55azaM38/PyIj49n4sSJREdHo9friYqKYufOnTRs2LC4iyeEEEIIcV+4dQueEEIIIcTfkdtOshBCCCGE+LuSCl4xyMjI4N1336V27dpEREQQGxtrc7YvwIkTJ+jTpw/ly5fH29ubunXrMmXKFItn5d6vvM3++OMPHnvsMcLCwqhZsyZjx44lNTXVqTTNjEYjLVu2pEaNGm5xPseOHWPcuHE88cQTvPTSS3z99dcFOh9FUfj8889p0KABERERNGvWjFWrVuUa5/jx4/Ts2ZOwsDDCw8MZOnQo169fd+h87ty5w8SJE6lduzahoaFUrFiRxx57jK1btxboPBzJ2yyv78ds9erVtG7dmnnz5hVKeq5wPq5wPyjI+dyrJN4PhHBZiihSaWlpSvv27ZV69eopZ86cURRFUZYvX654enoqy5cvtwj7559/KkFBQQqgeHh4KIC2tW3bVrlz5859y9vsP//5j+Lt7a18+OGHiqIoys2bN5U2bdoorVq1Um7fvu1Qmjn961//UgClevXqBTqXknY+GRkZymuvvaaEhIQoCxYsUIxGY4HPx2QyKX369FEqV66s7N+/X1EURdm4caPi6+urlfdeO3bsUAIDA5V//vOfSlZWlpKamqp07dpViYyMVC5dulSg80lNTVWaN2+u1K5dW8s/PT1dGT16tGIwGJRVq1YV6Hzux/ejKIqybNkypXnz5tpvYe7cuXbLkJ/0XOV8XOF+UJDzsaWk3Q+EcGVSwStiL730kgIo27dvt9jfq1cvxc/PTzl58qS2r3nz5krXrl2VgwcPKiaTSTl//rzSr18/7cY5bty4+5a3oijK2bNnldKlSyuPPPKIxf4jR44oOp1OGT58eIHTzGnPnj1KcHCwwzf0knI+KSkpykMPPaSEhYXler55+eijjxRAWbZsmcX+cePGKXq9Xtm2bZvF/uTkZKVq1apKVFSURYXyxo0bSqlSpZRHH320QOczbdo0BVC2bt1qEdZoNCo1a9ZUKlWqVKCK6/34fhRFUU6cOKGkpaUpkZGRuVYg8pueq5yPK9wPCnI+9yqJ9wMhXJlU8IrQqVOnFA8PD6VevXpWx9asWaMASo8ePRRFUZS9e/cq3bt3V0wmk0U4k8mkxMTEKIBStWrV+5K32aBBgxTA5l+/5r/QC5qmWVpamtKgQQPliy++cOiGXlLOJysrS3nssceUgIAA5fjx4wU6h5ySk5OVoKAgJTAwUMnMzLQ4dujQIQVQWrRoYbHf3Nrx/vvvW6XX/f/bu/OoKK7sD+DfZmt2sAEVN2QEVwTRYETcmKigjjJxYtxOEkmMRp3ooJkxo5I4eoxozIkm42RGUVQM0bhgPOKCawJGiRrNqKhxQSB6ZJNFQGTp+/vDX9d0U9XQ3UBT4P2c0+fgq1f3vdsFr561vv46ASBLS0uD8xk7diwBkDwS9NprrxEAysnJMSifptg+CoWC0tPTRTnqm0AYG0/O+bSE8cDY7aNNjuOBMb8fjMkRX4NnRrt370Z1dTUGDx4sWvbyyy8DABITE1FQUIDffvsNa9asgUKh0KmnUCiwaNEiAEBeXl6TtA0AVVVV2LNnDwBIrjNo0CAAMCqmtujoaAwfPhyjRo0yOAc55hMdHY2kpCSsWbMG3bp1MykXADh8+DAKCwsRFBQEKyvdpxf17NkTLi4uSEtLw9WrV4Xyr7/+ut58ampqDM7HwcEBAJCWliaq/+TJE3To0AEeHh4G5dMU24eIEBsbK5TV9ZJ1U+LJOZ+WMB4Yk09tchwPjPn9YEyOeIJnRklJSQAg+fYMlUqFjh07orKyEmfPnsW4ceP0Xmjs6+sLAPDy8hItW7duHZycnPDpp5+a3DYApKSkoKSkBEqlEh07dhSt07dvX+FnQ2NqpKamIikpCWvXrpXMr6Xkc/v2bXz22Wfo1KkT3nnnnXpzAYBvvvkGLi4umD9/vsH5KBQK+Pn5AQBOnz4NALh37x5u3rypdx1T8pkwYQIAICoqCuXl5ULdgoICpKSk4NNPPxVNMMy9fTT5a74XfUyJJ+d8Wsp4YGg+2uQ8HtT+/WCsJeEJnhldvnwZANCpUyfJ5a6urgCAK1eu1BknPz8fABARESFatn37dpSWlmLHjh0NaltTX2rw064PAB06dDAoJgCUlpZi5syZ2LZtG+zs7CTX0ybnfNauXYvKykr88Y9/RGxsLCIiIuDr64uePXti8eLFKC0tFcVISEhASUkJ4uLiGiUfKysrtGvXrs589H3PtWNOmzYN4eHhuHLlCsLCwlBYWAi1Wo05c+Zg48aNmDZtmiiGubfP1atXUVNTI1lHqn1j48k1n7rIaTwwNh+5jweNsX0Yay48wTOTiooKYYevvfPV5uLiAuB/A7Y+J06cgK2tLd5//33RsqVLl2LAgAFYunRpg9rWnO7RV197MLa2tjYoJgAsWrQIU6dORVBQkOQ6tck1n+rqaiQmJgIAfvnlF/j5+WH//v1IS0tDYGAg1q5dixEjRugcCQOAhQsXIigoCCtXrtQpr69/+vJxdnaGhYX4z9iQ02O1Y1pYWGDfvn0ICwtDamoqQkJCMHv2bERHR2PGjBmSMcy1fTT1q6urUVxcXG9upsaTaz51kcN4YGo+ch0PGnP7MNZcWvWryuRE+7ote3t7yTqaHXVFRYXeOM+ePcPmzZuxbNkyyf+tTpkyBVOmTGlw25p19NXXPjplaWlpUMwjR47gypUr2Lhxo2R9KXLN5/r160LMgwcPCjsKlUqFbdu24aeffsKlS5ewfPlynVNPoaGh+Omnn0Sx6+ufsflo75SkJoBSMTXxvvnmGyxduhQpKSmIjY1FRkYG9uzZgzZt2ohimGv7aOdQ199H7T4YG0+u+egjl/HAlHzkPB401vZhrDnxETwzsbGxEX4mPW+Hq6ysBPB8kqBPTEwMfHx88OGHHzZp25p19NXXLndycqo35uPHjzF//nzs2LFDdBOBseSQz2+//Qbg+Q6i9lEApVIpXJNn6ENe6+ufsfloc3R0NCgmAGRmZmL+/PnYsGEDUlNTMWzYMJw8eRJDhgxBbm6uUbnU1T9j89HUr93f+vrQGPHkkI8+chkPjM1H7uNBY20fxpoTT/DMRKVSCYNKWVmZZJ2ioiIAgLu7u+TyCxcuYNeuXdi7d6/eo0yN1Xb79u3rrK99XUpVVVW9MefOnYsFCxagR48eBvdbHznkU1JSAuD5KVIp48aNA/D8VJAhdzfW1z9j89Hecek75Vw7Zn5+PkaMGIHp06fD2toaLi4uOHLkCIYOHYr09HS88cYb9eYBNM320dR3cHAw6PRzY8aTQz5S5DQeGJuP3MeDxtg+jDU3nuCZiaWlJXr37g0AePjwoWSdnJwcAEBAQIBo2aNHjzBnzhx89913aNu2bZO37e/vX2d97UlLfTHbtWuH3bt34/3334dCodD5eHt7A3h+5EhTdv/+fVnnExAQIDwuRDPRq037dJkhR9nq65++fIqKikTX+QG61z1K3ewhFXPZsmV4+PAhRo4cKdSxt7fHgQMH0LlzZyQnJxv0yrKm2D51/W1Iacx4csinNrmNB8bkk52dLfvxoKHbhzE54AmeGYWFhQEArl+/LlqWn5+P4uJiODg4YPjw4TrLnjx5gilTpmDTpk3o3r27WdoODQ2FjY0NcnNzJW/6uHPnjvBzfTGHDRuGHj16SH40jzWwsrISyvQdcZJLPsOHD0dgYCAsLS1RXl4uuQPS/K+/TZs2Bj07rq58iAj37t0DAIwdOxbA8x2Up6cnACA9Pb3B+QDA/v37oVKpRKfMVCqV8Kw1qesHjc2nIdtHk399Gjtec+ejTc7jgSH5WFhYtJjxwJTtw5hsmOuJyozo119/JQsLC+rbt69o2cGDBwkAvfnmmzrlpaWlFBYWRt9//71kTENfjWVK25rXIO3bt0+0Tv/+/UmhUBgds7aMjAyTnlwvh3zCwsIIAG3cuFFU/+rVqwSAIiMjDcqnsLCQnJ2dSaVSid5k8d///pcA0LBhw3TKo6OjCYDke2onTpxIAIzKx8XFhSwtLenZs2ei+klJSXpzldIU28fCwoJ+/fVXoeytt96q800JxsaTez5E8h4PTMmnNjmNB8b8fjAmRzzBM7P33nuPANDly5d1yv/0pz+RnZ0d3b17VygrLS2l8PBwOnbsmCiOWq2mpKQkevXVV3XKd+3aRS+99JLk63eMaZuI6M6dO+Tg4EARERE65ZrJy6xZs4yOWVt9A7qc87l06RJZWVlR9+7dqaKiQqf+okWLyN7eXrTDPX36NA0cOJA2bNggyicmJoYAUGJioiiWQqGg1NRUnfLHjx+Tp6cn9evXT6c8Ly+PbG1tafTo0Ublo9khx8fHi/oWHR1NSqVSeIm7hrm3j7bp06cTAIqNjRW1bUo8uefTEsYDY/KRIrfxgLGWjCd4ZlZaWkoDBgygl19+mQoKCkitVtOGDRvIxsaG9uzZI9QrLCyk4OBgsrGxITc3N51PmzZtyNramgDQ5s2bdeL36dOHAJCfn5/JbWvbuXMnWVlZCTv9zMxMCggIoJCQECorKzMpprb6BnS55xMbG0sAaNq0aVRWVkZERPv27SNHR0fav3+/qP64ceMIADk6OoqWVVdX09ixY6lbt27CRGrv3r1kY2ND69evl8zn5MmTZGdnR6tWrSK1Wk35+fk0cuRI6tmzJ+Xk5BiVT25uLvn6+pK7uzsdO3aM1Go1qdVq2rVrF9nb29O///1vUfvm3j4a5eXl1LdvXwJAM2fOlIxlTDy559NSxgND89FHbuMBYy0ZT/CaQUlJCS1YsIC8vb2pW7duFBERQb/88otOnYEDBxKAOj9KpZIKCwt11vvkk0/IwcGBYmJiTG67tuTkZAoODiZvb2/q06cPrVu3Tuc0nikxNeob0FtCPocOHaJBgwaRq6sr9erViyZMmEAXLlyQrLtjxw5ycnKiefPmSS6vrKykf/zjH+Tj40O/+93v6JVXXtF7Ok7jwoULNGrUKOratSv16NGDli1bRiUlJSblU1BQQAsXLiRvb2/y8PCgjh07Unh4OJ06dUqyfnNsn8mTJ5O9vb3O34JKpaKvvvrKpHgtIZ+WNB4Yu320yXE8YKylUhAZcIsfY4wxxhhrMfguWsYYY4yxVoYneIwxxhhjrQxP8BhjjDHGWhme4DHGGGOMtTI8wWOMMcYYa2V4gscYY4wx1srwBI8xxhhjrJXhCR5jjDHGWCvDEzzGGGOMsVaGJ3iMMcYYY60MT/AYYwCAuLg4ODs7Iy4urrm70iIREf7zn/8gICAAtra2UKlUiIiIwMWLF/Wu8/PPP2PcuHHw9vaGj48PFi9ejKdPnzZafGPbMNX58+fx5ptvNmpMc8rJycHixYvh7+9vUP3ExEQoFArR5/XXX2/injJmhOZ9FS5jTC7Gjh1LAGjcuHHN3ZUW6d133yUABIAsLS2Fn62trWnfvn2i+gcPHiSlUkmfffYZEREVFRVRSEgIBQcHU2lpaYPjm9KGqSZPnkxKpZJycnIaLaY5ZGdnU1RUFNnZ2REA8vLyMmi9oKAg4fvX/qSlpTVthxkzAk/wGHsBff/996KyY8eOUVBQEB07dqwZetSyHT58mNzd3Wn79u1UUlJCVVVVdODAAfLw8CAA5OzsTHl5eUL9rKwscnJyojFjxujEuXnzJikUCpozZ06D4pvShqmys7PJysqKANDKlSsbJaa5PHjwgJ4+fUpbt241eIJ3/PhxGjJkCN24cUPnc+vWrabvMGNG4AkeYy+Ympoa8vPza+5utCqvv/46Xb58WVR+4sQJ4ejOli1bhPJ33nmHANC3334rWmfgwIGkUCgoPT3d5PimtGGqDz/8kJycnAgAdezYkaqqqhoc09zS09MNnuD9/ve/pyNHjjR9pxhrIL4Gj7EXzOrVq3Ht2rXm7karMnToUPTr109U/sorryAwMBAAkJeXBwCoqqrCnj17AACDBw8WrTNo0CAQEWJjY02Kb2obpnj69CliY2Oxd+9eWFtb48GDB9i/f3+DYjYHW1tbg+qlpaXhxx9/RGZmJm7evNnEvWKsYXiCx9gLZOvWrYiOjm7ubrQ6f/7zn/Uu8/X1BQB4eXkBAFJSUlBSUgKlUomOHTuK6vft2xcAcPr0aZPim9qGKeLj4zFgwACMHj0ar732GgDgyy+/1Fv/L3/5C5RKpXBTwpkzZ4Rlfn5+QnnXrl0l19+8eTMCAwPRuXNnuLu7Y/r06cjOzm5QDgCgUCgMqrd69WpUVFTgvffeQ69evRAUFIRjx441uH3GmgJP8Bh7QaxduxarV68GEQEAfHx84OPjgyVLlqCsrAybN29G//79sXz5cp31SkpKsGLFCri6ugIAHj9+jMjISDg7O8PLywvbtm0T6p45cwYhISGwt7dHYGAgzp07J9mX9PR0TJ06FX5+fnB0dIS/vz+2bt3aFGk3u/z8fCiVSoSHhwMALl++DACSEy8Awvd89epV1NTUGB2/KdrQ54svvsCiRYsAPJ+8AUBqaiquXLkiWX/9+vXIyMiAu7u7aNm1a9cQHx+vt61Zs2Zh9uzZWLJkCbKzs5GWlobU1FT4+vqic+fO6NWrF+bOnWtyLvUpKChAfn4+evToAUtLSwDAxYsXER4ejqioKOHvijHZaN4zxIwxc8P/X7Olcf36dZo6dSrZ29sTAPr444+FZZs2bSJvb29hnYKCAurduzd16NCBbG1tCQBZWFjQuXPnKDExkWxsbKhz587CXZ5ubm5UVFSk0/7Ro0epa9eulJKSQkTPL9Lv168fAaDly5eb5Tswl7KyMrKzs6N58+YJZYsXLyYA1L9/f8l1kpOTdb5vY+M3dhv6JCcnU9++fXXKBg8eTADo7bffrnPdoUOHEgA6ffq0TvmdO3ckr4U7deoUAaCRI0fqlG/ZsoUANPia0oyMDKPuoi0qKqKtW7eSp6en8D1GR0c3qA+MNTY+gsfYC653795ISEjA9OnTRcveeOMNHD16VPh3dHQ0Nm3ahAcPHiAvLw/BwcFQq9VYunQpEhIScPv2bWRlZeH+/fvo1KkTCgoKcOTIEWH9goICTJs2DTExMRgyZAgAoFOnTti0aRMAYMWKFbhz504TZ2w+sbGxcHJywooVK4SygoICAIC9vb3kOhYW/xuWKyoqjI7f2G3os2HDBixcuFCnTHMULyEhQehDfe1r0xwZq+3QoUMA/ndqWWPSpEkAnh/9y8jIMKjfjcHFxQWRkZG4efMmQkJCAAAxMTFm7QNj9eEJHmMMAODh4SEqs7W11bm2KyYmRtihOTo6CqfEioqKsHv3bnTp0gXA80nb+PHjAQBZWVnC+lu3bsWTJ08wYcIEnXY0D5hVq9VITExsxKyaT0FBAVatWoXt27dDpVIJ5TY2NgCg95ReZWWl8LP2eobGb8w29Ll9+zYuX76MadOm6ZRPnDgRXbp0QUVFRYNv4NCm3V9tTk5OaNOmDQDg0aNHjdaeoZydnXH48GF4eXmhqqoK+/btM3sfGNOHJ3iMMQCAtbW1ZLlSqRR+dnJy0lnWoUMHobz2heqa66y035pw6tQpEBECAwPRs2dP4RMQEAA3Nze4ubkhNze3UfJpbu+++y7++te/6lwbBwDt27cHAJSVlUmuV1RUBABwcHCo8+5OffFNbcPd3V3yc/bsWdH6GzZsQGVlJfz9/XW2Y58+fYTt/a9//atB1/dpCw4OBgBkZmaKlmkmsZ6enkJZRESEZC5r165tlP5oc3Z2xrJlywAAd+/ebfT4jJnKqrk7wBhrufSdatNepn0UKSsrCyqVqtU/YuKTTz5Bly5d8MEHH4iWaY5WPnz4UHLdnJwcAEBAQIBJ8U1tQ98p1aqqKp1/FxcXY9euXbhx44bkUd/c3Fx06tQJWVlZOHjwIF599VW9eRhq0qRJ2LhxI5KTk1FUVCTcJJKdnY2ioiIMGDBA587b4uJiyXzKy8sb3BcpI0eOBPD8qDZjcsFH8BhjZlNdXY28vDzhCFJrFB8fj1u3buHzzz+XXB4aGgobGxvk5uYiPz9ftFxzDeLYsWNNim9qG/T8wfeiz4gRI3TWjY2NxZgxYyQndwDQtm1bYVL3xRdfSNYx9LEkGtbW1khOTkb37t0xe/ZsPHnyBMXFxZg3bx5cXFxEp4PPnDkjmUvtO8Qbi+bo4aBBg5okPmOm4AkeY8xsPD09QUT49ttvJZcTkc6z0Vqa/fv347vvvsOWLVtEk5iamhpkZ2fD2dkZkydPBgD88MMPohjnzp2DhYWF5IvrDYkPoEFt1KWmpgb//Oc/MWfOnDrrzZo1C8DzidbVq1dFy+3s7AA8f+SOtuLiYgDS19x9+eWXePDgAcrLy+Hv74+BAwfCzc0NFy9elHwItDldu3YN3t7e+MMf/tCs/WBMG0/wGGNmM2zYMADA0qVLce/ePdHy7du36z2tKHcHDhzA9u3b8fXXX8PKSvfql0ePHmHGjBlCzh9//DEcHBywY8cOnXrXrl3Dzz//jJkzZwoPMDYlvqlt1CchIQFEJPl2DG2hoaHCzRurV68WLdfcuBMXFyfcxXv06FHhrtz8/HwUFxcLp/fPnz+PJUuWYMWKFdizZw9u376NGzduIC4uDj4+PkblIKW6uhoA6rxmUK1Wo7CwUHJZTEwM4uLidK5XZazZmfepLIyx5mZnZ0cA6OnTpzrlf//73wkALVmyRKe8srJSeNZX7feMnjx5kgDQkCFDRO189NFHonjZ2dnk4OBAAKht27b01Vdf0b179+jWrVu0Zs0a6t69Oz158qQRszWPnTt3kpWVFbm6upKbm5vOR/Oe1s6dO5NarRatEx8fT0REmZmZFBAQQCEhIVRWVtbg+Ma2UZ+bN29Su3btqEuXLpSfn19n3cePH5OHh4fwexMXF6ezXPsduk5OTtSuXTvy9/enS5cuCeVeXl4UGxtLRETx8fFCufZHoVCQo6MjDR48uEHvh9XEt7Gxobt370rWGT9+PFlaWtKCBQuEZwfm5uZSVFQUHT161OS2GWsqPMFj7AXz0ksvEQA6ceIElZWV0bp166impoaGDBlCAGjo0KFUXV0t1NdM4gDQ2bNndWJFR0cTAGrfvj3l5eUJ5VVVVTRy5EgCQKGhoTrxdu/eTVZWVqKdtVKppB9++KHpv4BGdujQIVIoFJITEO3P3/72N9G6ycnJFBwcTN7e3tSnTx9at24dPXv2rNHiG9pGfVatWqXTBxsbG9HDlTU+//xz4SHY2p82bdrotLtx40by9PQkZ2dneuutt+jx48eUkZFB7u7utHLlSp0HZKvVapoxYwZ5e3uTp6cn2dvbk4WFhU58S0tLunTpklF5nT9/XudhxQDIysqKfH19RXVPnz5NQUFB5ODgQK6urjR+/HiKiYkx+UHRjDU1nuAx9oJJS0sjX19f8vDwoKioKEpJSSGVSiXaGV+8eJEiIyOFt1JodqLh4eFUUlJC7dq1E03QPvroIzp+/Di5urrqLHN1daX09HShDz/++COFhYWRk5MTOTg40KhRoygtLa0ZvxUmZw8fPqTRo0dTRUWFaFlFRQXdvn2bJk6cSB988EEz9I4xeVIQ8Qv0GGOMydeoUaMQGRkperCytqSkJBw/fhzr1683X8cYkzG+yYIxxphsHT16FCdOnBDdWFJbQkICxowZY6ZeMSZ/PMFjjDEmW5o7g+fOnYstW7YIj1LRuH//Pt5++208ffoUYWFhzdFFxmSJT9EyxhiTrdLSUowZMwapqakAnj8k2dPTE/b29iguLkZeXh4mTZqEHTt21PlqN8ZeNDzBY4wxJms1NTWIi4vDzp07ceXKFZSXl8PNzQ3BwcGYOXOm3rd+MPYi4wkeY4wxxlgrw9fgMcYYY4y1MjzBY4wxxhhrZXiCxxhjjDHWyvAEjzHGGGOsleEJHmOMMcZYK8MTPMYYY4yxVoYneIwxxhhjrQxP8BhjjDHGWhme4DHGGGOMtTI8wWOMMcYYa2X+DyLgX8LXDUMMAAAAAElFTkSuQmCC", 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", 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", "text/plain": [ "
    " ] @@ -4041,13 +4107,15 @@ "source": [ "# Remove estimations below 0\n", "P = P.where(P > 0)\n", + "# Plot production rate\n", "P.plot(cmap=\"turbo\", ylim=(0, 11))\n", "plt.title(\"TKE Production\") # remove bogus title\n", "\n", "\n", - "# Plot difference between production and dissipation\n", + "# Plot difference between production and dissipation rate\n", "plt.figure()\n", - "(P - ds_avg[\"dissipation_rate\"].values).plot(ylim=(0, 11))\n", + "balance = P - ds_avg[\"dissipation_rate\"].values\n", + "balance.plot(ylim=(0, 11))\n", "plt.title(\"TKE Balance\")" ] }, diff --git a/examples/adv_example.ipynb b/examples/adv_example.ipynb index 1fe898ede..154c4e59e 100644 --- a/examples/adv_example.ipynb +++ b/examples/adv_example.ipynb @@ -28,16 +28,7 @@ "cell_type": "code", "execution_count": 1, "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "c:\\Users\\mcve343\\Anaconda3\\lib\\site-packages\\xarray\\backends\\cfgrib_.py:29: UserWarning: Failed to load cfgrib - most likely there is a problem accessing the ecCodes library. Try `import cfgrib` to get the full error message\n", - " warnings.warn(\n" - ] - } - ], + "outputs": [], "source": [ "from mhkit import dolfyn\n", "from mhkit.dolfyn.adv import api" @@ -463,31 +454,31 @@ " stroke: currentColor;\n", " fill: currentColor;\n", "}\n", - "
    <xarray.Dataset>\n",
    -       "Dimensions:              (x1: 3, x2: 3, time: 122912, dir: 3, beam: 3,\n",
    +       "
    <xarray.Dataset> Size: 12MB\n",
    +       "Dimensions:              (time: 122912, beam: 3, dir: 3, x1: 3, x2: 3,\n",
            "                          earth: 3, inst: 3)\n",
            "Coordinates:\n",
    -       "  * x1                   (x1) int32 1 2 3\n",
    -       "  * x2                   (x2) int32 1 2 3\n",
    -       "  * time                 (time) datetime64[ns] 2012-06-12T12:00:02.968749046 ...\n",
    -       "  * dir                  (dir) <U1 'X' 'Y' 'Z'\n",
    -       "  * beam                 (beam) int32 1 2 3\n",
    -       "  * earth                (earth) <U1 'E' 'N' 'U'\n",
    -       "  * inst                 (inst) <U1 'X' 'Y' 'Z'\n",
    +       "  * time                 (time) datetime64[ns] 983kB 2012-06-12T12:00:02.9687...\n",
    +       "  * beam                 (beam) int32 12B 1 2 3\n",
    +       "  * dir                  (dir) <U1 12B 'X' 'Y' 'Z'\n",
    +       "  * x1                   (x1) int32 12B 1 2 3\n",
    +       "  * x2                   (x2) int32 12B 1 2 3\n",
    +       "  * earth                (earth) <U1 12B 'E' 'N' 'U'\n",
    +       "  * inst                 (inst) <U1 12B 'X' 'Y' 'Z'\n",
            "Data variables: (12/15)\n",
    -       "    beam2inst_orientmat  (x1, x2) float64 2.709 -1.34 -1.364 ... -0.3438 -0.3499\n",
    -       "    batt                 (time) float32 13.2 13.2 13.2 13.2 ... nan nan nan nan\n",
    -       "    c_sound              (time) float32 1.493e+03 1.493e+03 ... nan nan\n",
    -       "    heading              (time) float32 5.6 10.5 10.51 10.52 ... nan nan nan nan\n",
    -       "    pitch                (time) float32 -31.5 -31.7 -31.69 ... nan nan nan\n",
    -       "    roll                 (time) float32 0.4 4.2 4.253 4.306 ... nan nan nan nan\n",
    +       "    beam2inst_orientmat  (x1, x2) float64 72B 2.709 -1.34 ... -0.3438 -0.3499\n",
    +       "    batt                 (time) float32 492kB 13.2 13.2 13.2 ... nan nan nan\n",
    +       "    c_sound              (time) float32 492kB 1.493e+03 1.493e+03 ... nan nan\n",
    +       "    heading              (time) float32 492kB 5.6 10.5 10.51 ... nan nan nan\n",
    +       "    pitch                (time) float32 492kB -31.5 -31.7 -31.69 ... nan nan nan\n",
    +       "    roll                 (time) float32 492kB 0.4 4.2 4.253 ... nan nan nan\n",
            "    ...                   ...\n",
    -       "    orientation_down     (time) bool True True True True ... True True True True\n",
    -       "    vel                  (dir, time) float32 -1.002 -1.008 -0.944 ... nan nan\n",
    -       "    amp                  (beam, time) uint8 104 110 111 113 108 ... 0 0 0 0 0\n",
    -       "    corr                 (beam, time) uint8 97 91 97 98 90 95 95 ... 0 0 0 0 0 0\n",
    -       "    pressure             (time) float64 5.448 5.436 5.484 5.448 ... 0.0 0.0 0.0\n",
    -       "    orientmat            (earth, inst, time) float32 0.0832 0.155 ... -0.7065\n",
    +       "    orientation_down     (time) bool 123kB True True True ... True True True\n",
    +       "    vel                  (dir, time) float32 1MB -1.002 -1.008 ... nan nan\n",
    +       "    amp                  (beam, time) uint8 369kB 104 110 111 113 ... 0 0 0 0\n",
    +       "    corr                 (beam, time) uint8 369kB 97 91 97 98 90 ... 0 0 0 0 0\n",
    +       "    pressure             (time) float64 983kB 5.448 5.436 5.484 ... 0.0 0.0 0.0\n",
    +       "    orientmat            (earth, inst, time) float32 4MB 0.0832 ... -0.7065\n",
            "Attributes: (12/39)\n",
            "    inst_make:                   Nortek\n",
            "    inst_model:                  Vector\n",
    @@ -501,25 +492,25 @@
            "    firmware_version:            3.34\n",
            "    fs:                          32.0\n",
            "    coord_sys:                   inst\n",
    -       "    has_imu:                     0
    • time
      PandasIndex
      PandasIndex(DatetimeIndex(['2012-06-12 12:00:02.968749523',\n",
      +       "               '2012-06-12 12:00:02.999999523',\n",
      +       "               '2012-06-12 12:00:03.031249523',\n",
      +       "               '2012-06-12 12:00:03.062499523',\n",
      +       "               '2012-06-12 12:00:03.093749523',\n",
      +       "               '2012-06-12 12:00:03.124999523',\n",
      +       "               '2012-06-12 12:00:03.156249523',\n",
      +       "               '2012-06-12 12:00:03.187499523',\n",
      +       "               '2012-06-12 12:00:03.218749523',\n",
      +       "               '2012-06-12 12:00:03.249999523',\n",
      +       "               ...\n",
      +       "               '2012-06-12 13:04:03.656251192',\n",
      +       "               '2012-06-12 13:04:03.687501192',\n",
      +       "               '2012-06-12 13:04:03.718751192',\n",
      +       "               '2012-06-12 13:04:03.750001192',\n",
      +       "               '2012-06-12 13:04:03.781251192',\n",
      +       "               '2012-06-12 13:04:03.812501192',\n",
      +       "               '2012-06-12 13:04:03.843751192',\n",
      +       "               '2012-06-12 13:04:03.875001192',\n",
      +       "               '2012-06-12 13:04:03.906251192',\n",
      +       "               '2012-06-12 13:04:03.937501192'],\n",
      +       "              dtype='datetime64[ns]', name='time', length=122912, freq=None))
    • beam
      PandasIndex
      PandasIndex(Index([1, 2, 3], dtype='int32', name='beam'))
    • dir
      PandasIndex
      PandasIndex(Index(['X', 'Y', 'Z'], dtype='object', name='dir'))
    • x1
      PandasIndex
      PandasIndex(Index([1, 2, 3], dtype='int32', name='x1'))
    • x2
      PandasIndex
      PandasIndex(Index([1, 2, 3], dtype='int32', name='x2'))
    • earth
      PandasIndex
      PandasIndex(Index(['E', 'N', 'U'], dtype='object', name='earth'))
    • inst
      PandasIndex
      PandasIndex(Index(['X', 'Y', 'Z'], dtype='object', name='inst'))
  • inst_make :
    Nortek
    inst_model :
    Vector
    inst_type :
    ADV
    rotate_vars :
    ['vel']
    n_beams :
    3
    profile_mode :
    continuous
    burst_mode :
    True
    power_level :
    1
    sync_out_pos :
    end
    sample_on_sync :
    False
    start_on_sync :
    False
    compass_update_rate :
    1
    n_bins :
    1
    deployment_name :
    APLUW_
    wrap_mode :
    False
    analog_in :
    0
    software_version :
    1.32.00
    salinity :
    30.0
    comments :
    APL-UW vector on Tidal Turbulence Mooring in Admiralty, times PDT
    user_specified_sound_speed :
    False
    analog_output :
    False
    output_format :
    Vector
    serial_output :
    False
    power_output_analog :
    False
    n_pings_per_burst :
    1
    pressure_sensor :
    yes
    compass :
    yes
    tilt_sensor :
    yes
    carrier_freq_kHz :
    6000
    serial_number :
    VEC 9062
    ProLogFWver :
    4.08
    PIC_version :
    0
    hardware_rev :
    4
    recorder_size_bytes :
    4074766336
    vel_range :
    normal
    firmware_version :
    3.34
    fs :
    32.0
    coord_sys :
    inst
    has_imu :
    0
  • " ], "text/plain": [ - "\n", - "Dimensions: (x1: 3, x2: 3, time: 122912, dir: 3, beam: 3,\n", + " Size: 12MB\n", + "Dimensions: (time: 122912, beam: 3, dir: 3, x1: 3, x2: 3,\n", " earth: 3, inst: 3)\n", "Coordinates:\n", - " * x1 (x1) int32 1 2 3\n", - " * x2 (x2) int32 1 2 3\n", - " * time (time) datetime64[ns] 2012-06-12T12:00:02.968749046 ...\n", - " * dir (dir) " + "
    " ] }, - "metadata": { - "needs_background": "light" - }, + "metadata": {}, "output_type": "display_data" } ], @@ -909,7 +929,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.15" + "version": "3.10.13" }, "vscode": { "interpreter": { diff --git a/examples/data/dolfyn/test_data/Sig1000_tidal_bin.nc b/examples/data/dolfyn/test_data/Sig1000_tidal_bin.nc index 4f5ffec15..bbc4df99a 100644 Binary files a/examples/data/dolfyn/test_data/Sig1000_tidal_bin.nc and b/examples/data/dolfyn/test_data/Sig1000_tidal_bin.nc differ diff --git a/examples/data/dolfyn/test_data/dat_vm.mat b/examples/data/dolfyn/test_data/dat_vm.mat index b71ba2a93..32c263ec0 100644 Binary files a/examples/data/dolfyn/test_data/dat_vm.mat and b/examples/data/dolfyn/test_data/dat_vm.mat differ diff --git a/examples/data/dolfyn/test_data/vmdas01_wh.nc b/examples/data/dolfyn/test_data/vmdas01_wh.nc index a5dc8a5d8..0ef4a7bca 100644 Binary files a/examples/data/dolfyn/test_data/vmdas01_wh.nc and b/examples/data/dolfyn/test_data/vmdas01_wh.nc differ diff --git a/mhkit/dolfyn/adp/turbulence.py b/mhkit/dolfyn/adp/turbulence.py index d85f365ab..0ab3866f2 100644 --- a/mhkit/dolfyn/adp/turbulence.py +++ b/mhkit/dolfyn/adp/turbulence.py @@ -128,7 +128,7 @@ def __init__( self.diff_style = diff_style self.orientation = orientation - def _diff_func(self, vel, u): + def _diff_func(self, vel, u, orientation): """Applies the chosen style of numerical differentiation to velocity data. This method calculates the derivative of the velocity data 'vel' with respect to the 'range' @@ -149,15 +149,23 @@ def _diff_func(self, vel, u): The calculated derivative of the velocity data. """ + if not orientation: + orientation = self.orientation + sign = 1 + if orientation == "down": + sign *= -1 + if self.diff_style == "first": out = _diffz_first(vel[u].values, vel["range"].values) - return out, vel.range[1:] + return sign * out, vel.range[1:] + elif self.diff_style == "centered": out = _diffz_centered(vel[u].values, vel["range"].values) - return out, vel.range[1:-1] + return sign * out, vel.range[1:-1] + elif self.diff_style == "centered_extended": out = _diffz_centered_extended(vel[u].values, vel["range"].values) - return out, vel.range + return sign * out, vel.range def dudz(self, vel, orientation=None): """ @@ -182,13 +190,7 @@ def dudz(self, vel, orientation=None): 'true vertical' direction. """ - if not orientation: - orientation = self.orientation - sign = 1 - if orientation == "down": - sign *= -1 - - dudz, rng = sign * self._diff_func(vel, 0) + dudz, rng = self._diff_func(vel, 0, orientation) return xr.DataArray( dudz, coords=[rng, vel.time], @@ -196,7 +198,7 @@ def dudz(self, vel, orientation=None): attrs={"units": "s-1", "long_name": "Shear in X-direction"}, ) - def dvdz(self, vel): + def dvdz(self, vel, orientation=None): """ The shear in the second velocity component. @@ -204,6 +206,8 @@ def dvdz(self, vel): ---------- vel : xarray.DataArray ADCP raw velocity + orientation : str, default=ADPBinner.orientation + Direction ADCP is facing ('up' or 'down') Returns ------- @@ -217,7 +221,7 @@ def dvdz(self, vel): 'true vertical' direction. """ - dvdz, rng = self._diff_func(vel, 1) + dvdz, rng = self._diff_func(vel, 1, orientation) return xr.DataArray( dvdz, coords=[rng, vel.time], @@ -225,7 +229,7 @@ def dvdz(self, vel): attrs={"units": "s-1", "long_name": "Shear in Y-direction"}, ) - def dwdz(self, vel): + def dwdz(self, vel, orientation=None): """ The shear in the third velocity component. @@ -233,6 +237,8 @@ def dwdz(self, vel): ---------- vel : xarray.DataArray ADCP raw velocity + orientation : str, default=ADPBinner.orientation + Direction ADCP is facing ('up' or 'down') Returns ------- @@ -246,7 +252,7 @@ def dwdz(self, vel): 'true vertical' direction. """ - dwdz, rng = self._diff_func(vel, 2) + dwdz, rng = self._diff_func(vel, 2, orientation) return xr.DataArray( dwdz, coords=[rng, vel.time], @@ -537,7 +543,7 @@ def _beam_variance(self, ds, time, noise, beam_order, n_beams): ) # Calculate along-beam velocity prime squared bar - bp2_ = np.empty((n_beams, len(ds.range), len(time))) * np.nan + bp2_ = np.empty((n_beams, len(ds["range"]), len(time))) * np.nan for i, beam in enumerate(beam_order): bp2_[i] = np.nanvar(self.reshape(beam_vel[beam]), axis=-1) @@ -602,7 +608,7 @@ def reynolds_stress_4beam(self, ds, noise=None, orientation=None, beam_angle=Non np.stack([upwp_ * np.nan, upwp_, vpwp_]).astype("float32"), coords={ "tau": ["upvp_", "upwp_", "vpwp_"], - "range": ds.range, + "range": ds["range"], "time": time, }, attrs={"units": "m2 s-2", "long_name": "Specific Reynolds Stress Vector"}, @@ -646,7 +652,7 @@ def stress_tensor_5beam( in pitch and roll. u'v'_ cannot be directly calculated by a 5-beam ADCP, so it is approximated by the covariance of `u` and `v`. The uncertainty introduced by using this approximation is small if deviations from pitch - and roll are small (< 10 degrees). + and roll are small (<= 5 degrees). Dewey, R., and S. Stringer. "Reynolds stresses and turbulent kinetic energy estimates from various ADCP beam configurations: Theory." J. of @@ -663,7 +669,7 @@ def stress_tensor_5beam( # Run through warnings b_angle, noise = self._stress_func_warnings( - ds, beam_angle, noise, tilt_thresh=10 + ds, beam_angle, noise, tilt_thresh=5 ) # Fetch beam order @@ -713,7 +719,7 @@ def stress_tensor_5beam( np.stack([upup_, vpvp_, wpwp_]).astype("float32"), coords={ "tke": ["upup_", "vpvp_", "wpwp_"], - "range": ds.range, + "range": ds["range"], "time": time, }, attrs={ @@ -752,7 +758,7 @@ def stress_tensor_5beam( np.stack([upvp_, upwp_, vpwp_]).astype("float32"), coords={ "tau": ["upvp_", "upwp_", "vpwp_"], - "range": ds.range, + "range": ds["range"], "time": time, }, attrs={ @@ -763,49 +769,6 @@ def stress_tensor_5beam( return tke_vec, stress_vec - def total_turbulent_kinetic_energy( - self, ds, noise=None, orientation=None, beam_angle=None - ): - """ - Calculate magnitude of turbulent kinetic energy from 5-beam ADCP. - - Parameters - ---------- - ds : xarray.Dataset - Raw dataset in beam coordinates - noise : int or xarray.DataArray, default=0 (time) - Doppler noise level in units of m/s - orientation : str, default=ds.attrs['orientation'] - Direction ADCP is facing ('up' or 'down') - beam_angle : int, default=ds.attrs['beam_angle'] - ADCP beam angle in units of degrees - - Returns - ------- - tke : xarray.DataArray - Turbulent kinetic energy magnitude - - Notes - ----- - This function is a wrapper around 'calc_stress_5beam' that then - combines the TKE components. - - Warning: the integral length scale of turbulence captured by the - ADCP measurements (i.e. the size of turbulent structures) increases - with increasing range from the instrument. - """ - - tke_vec = self.stress_tensor_5beam( - ds, noise, orientation, beam_angle, tke_only=True - ) - - tke = tke_vec.sum("tke") / 2 - tke.attrs["units"] = "m2 s-2" - tke.attrs["long_name"] = ("TKE Magnitude",) - tke.attrs["standard_name"] = "specific_turbulent_kinetic_energy_of_sea_water" - - return tke.astype("float32") - def check_turbulence_cascade_slope(self, psd, freq_range=[0.2, 0.4]): """ This function calculates the slope of the PSD, the power spectra @@ -1027,11 +990,11 @@ def dissipation_rate_SF(self, vel_raw, r_range=[1, 5]): ) if "range_b5" in vel_raw.dims: - rng = vel_raw.range_b5 - time = self.mean(vel_raw.time_b5.values) + rng = vel_raw["range_b5"] + time = self.mean(vel_raw["time_b5"].values) else: - rng = vel_raw.range - time = self.mean(vel_raw.time.values) + rng = vel_raw["range"] + time = self.mean(vel_raw["time"].values) # bm shape is [range, ensemble time, 'data within ensemble'] bm = self.demean(vel_raw.values) # take out the ensemble mean @@ -1139,7 +1102,7 @@ def friction_velocity(self, ds_avg, upwp_, z_inds=slice(1, 5), H=None): raise TypeError("`z_inds` must be an instance of `slice(int,int)`.") if not H: - H = ds_avg.depth.values + H = ds_avg["depth"].values z = ds_avg["range"].values upwp_ = upwp_.values @@ -1151,6 +1114,6 @@ def friction_velocity(self, ds_avg, upwp_, z_inds=slice(1, 5), H=None): return xr.DataArray( u_star.astype("float32"), - coords={"time": ds_avg.time}, + coords={"time": ds_avg["time"]}, attrs={"units": "m s-1", "long_name": "Friction Velocity"}, ) diff --git a/mhkit/dolfyn/adv/motion.py b/mhkit/dolfyn/adv/motion.py index 7db6f2797..f4a9e7568 100644 --- a/mhkit/dolfyn/adv/motion.py +++ b/mhkit/dolfyn/adv/motion.py @@ -2,7 +2,7 @@ import xarray as xr import warnings import scipy.signal as ss -from scipy.integrate import cumtrapz +from scipy.integrate import cumulative_trapezoid from ..rotate import vector as rot from ..rotate.api import _make_model, rotate2 @@ -188,7 +188,7 @@ def calc_velacc( dat = np.concatenate( ( np.zeros(list(hp.shape[:-1]) + [1]), - cumtrapz(hp, dx=1 / samp_freq, axis=-1), + cumulative_trapezoid(hp, dx=1 / samp_freq, axis=-1), ), axis=-1, ) diff --git a/mhkit/dolfyn/adv/turbulence.py b/mhkit/dolfyn/adv/turbulence.py index 83ae80a7a..3fb4ef9a4 100644 --- a/mhkit/dolfyn/adv/turbulence.py +++ b/mhkit/dolfyn/adv/turbulence.py @@ -54,7 +54,7 @@ def __call__(self, ds, freq_units="rad/s", window="hann"): def reynolds_stress(self, veldat, detrend=True): """ Calculate the specific Reynolds stresses - (cross-covariances of u,v,w in m^2/s^2) + (covariances of u,v,w in m^2/s^2) Parameters ---------- @@ -76,7 +76,7 @@ def reynolds_stress(self, veldat, detrend=True): if not isinstance(veldat, xr.DataArray): raise TypeError("`veldat` must be an instance of `xarray.DataArray`.") - time = self.mean(veldat.time.values) + time = self.mean(veldat["time"].values) vel = veldat.values out = np.empty(self._outshape(vel[:3].shape)[:-1], dtype=np.float32) @@ -144,7 +144,7 @@ def cross_spectral_density( fs_in = self._parse_fs(fs) n_fft = self._parse_nfft_coh(n_fft_coh) - time = self.mean(veldat.time.values) + time = self.mean(veldat["time"].values) veldat = veldat.values if len(np.shape(veldat)) != 2: raise Exception( @@ -391,7 +391,7 @@ def dissipation_rate_LT83(self, psd, U_mag, freq_range=[6.28, 12.57], noise=None raise TypeError("`psd` must be an instance of `xarray.DataArray`.") if len(U_mag.shape) != 1: raise Exception("U_mag should be 1-dimensional (time)") - if len(psd.time) != len(U_mag.time): + if len(psd["time"]) != len(U_mag["time"]): raise Exception("`U_mag` should be from ensembled-averaged dataset") if not hasattr(freq_range, "__iter__") or len(freq_range) != 2: raise ValueError("`freq_range` must be an iterable of length 2.") @@ -459,7 +459,7 @@ def dissipation_rate_SF(self, vel_raw, U_mag, fs=None, freq_range=[2.0, 4.0]): if not isinstance(vel_raw, xr.DataArray): raise TypeError("`vel_raw` must be an instance of `xarray.DataArray`.") - if len(vel_raw.time) == len(U_mag.time): + if len(vel_raw["time"]) == len(U_mag["time"]): raise Exception("`U_mag` should be from ensembled-averaged dataset") if not hasattr(freq_range, "__iter__") or len(freq_range) != 2: raise ValueError("`freq_range` must be an iterable of length 2.") @@ -586,8 +586,8 @@ def dissipation_rate_TE01(self, dat_raw, dat_avg, freq_range=[6.28, 12.57]): # Index data to be used inds = (freq_range[0] < freq) & (freq < freq_range[1]) - psd = dat_avg.psd[..., inds].values - freq = freq[inds].reshape([1] * (dat_avg.psd.ndim - 2) + [sum(inds)]) + psd = dat_avg["psd"][..., inds].values + freq = freq[inds].reshape([1] * (dat_avg["psd"].ndim - 2) + [sum(inds)]) # Estimate values # u & v components (equation 6) @@ -606,7 +606,7 @@ def dissipation_rate_TE01(self, dat_raw, dat_avg, freq_range=[6.28, 12.57]): return xr.DataArray( out.astype("float32"), - coords={"time": dat_avg.psd.time}, + coords={"time": dat_avg["psd"]["time"]}, dims="time", attrs={ "units": "m2 s-3", @@ -645,7 +645,7 @@ def integral_length_scales(self, a_cov, U_mag, fs=None): if not isinstance(a_cov, xr.DataArray): raise TypeError("`a_cov` must be an instance of `xarray.DataArray`.") - if len(a_cov.time) != len(U_mag.time): + if len(a_cov["time"]) != len(U_mag["time"]): raise Exception("`U_mag` should be from ensembled-averaged dataset") acov = a_cov.values @@ -656,7 +656,7 @@ def integral_length_scales(self, a_cov, U_mag, fs=None): return xr.DataArray( L_int.astype("float32"), - coords={"dir": a_cov.dir, "time": a_cov.time}, + coords={"dir": a_cov["dir"], "time": a_cov["time"]}, attrs={ "units": "m", "long_name": "Integral Length Scale", diff --git a/mhkit/dolfyn/rotate/api.py b/mhkit/dolfyn/rotate/api.py index 835b170e2..6226789d9 100644 --- a/mhkit/dolfyn/rotate/api.py +++ b/mhkit/dolfyn/rotate/api.py @@ -252,7 +252,10 @@ def set_declination(ds, declin, inplace=True): Rdec, ) if "heading" in ds: - ds["heading"] += angle + heading = ds["heading"] + angle + heading[heading > 180] -= 360 + ds["heading"].values = heading + if rotate2earth: rotate2(ds, "earth", inplace=True) if "principal_heading" in ds.attrs: diff --git a/mhkit/tests/dolfyn/test_analysis.py b/mhkit/tests/dolfyn/test_analysis.py index da10f5449..80990116a 100644 --- a/mhkit/tests/dolfyn/test_analysis.py +++ b/mhkit/tests/dolfyn/test_analysis.py @@ -130,6 +130,8 @@ def test_adcp_turbulence(self): dat.vel.mean("range") ) bnr = apm.ADPBinner(n_bin=20.0, fs=dat.fs, diff_style="centered") + U_mag = dat.velds.U_mag + dat["U_mag"] = U_mag tdat = bnr.bin_average(dat) tdat["dudz"] = bnr.dudz(tdat["vel"]) @@ -137,11 +139,11 @@ def test_adcp_turbulence(self): tdat["dwdz"] = bnr.dwdz(tdat["vel"]) tdat["tau2"] = bnr.shear_squared(tdat["vel"]) tdat["I"] = tdat.velds.I - tdat["ti"] = bnr.turbulence_intensity(dat.velds.U_mag, detrend=False) + tdat["ti"] = bnr.turbulence_intensity(U_mag, detrend=False) dat.velds.rotate2("beam") tdat["psd"] = bnr.power_spectral_density( - dat["vel"].isel(dir=2, range=len(dat.range) // 2), freq_units="Hz" + dat["vel"].isel(dir=2, range=len(dat["range"]) // 2), freq_units="Hz" ) tdat["noise"] = bnr.doppler_noise_level(tdat["psd"], pct_fN=0.8) tdat["stress_vec4"] = bnr.reynolds_stress_4beam( @@ -150,22 +152,23 @@ def test_adcp_turbulence(self): tdat["tke_vec5"], tdat["stress_vec5"] = bnr.stress_tensor_5beam( dat, noise=tdat["noise"], orientation="up", beam_angle=25, tke_only=False ) - tdat["tke"] = bnr.total_turbulent_kinetic_energy( - dat, noise=tdat["noise"], orientation="up", beam_angle=25 - ) + # Back in "inst" coordinate frame now + dat.velds.rotate2("beam") + + # This needs U_mag in principal direction tdat["ti_noise"] = bnr.turbulence_intensity( - dat.velds.U_mag, detrend=False, noise=tdat["noise"] + U_mag, detrend=False, noise=tdat["noise"] ) # This is "negative" for this code check tdat["wpwp"] = bnr.turbulent_kinetic_energy(dat["vel_b5"], noise=tdat["noise"]) tdat["dissipation_rate_LT83"] = bnr.dissipation_rate_LT83( tdat["psd"], - tdat.velds.U_mag.isel(range=len(dat.range) // 2), + tdat["U_mag"].isel(range=len(dat["range"]) // 2), freq_range=[0.2, 0.4], ) tdat["dissipation_rate_LT83_noise"] = bnr.dissipation_rate_LT83( tdat["psd"], - tdat.velds.U_mag.isel(range=len(dat.range) // 2), + tdat["U_mag"].isel(range=len(dat["range"]) // 2), freq_range=[0.2, 0.4], noise=tdat["noise"], ) @@ -173,18 +176,20 @@ def test_adcp_turbulence(self): tdat["dissipation_rate_SF"], tdat["noise_SF"], tdat["D_SF"], - ) = bnr.dissipation_rate_SF(dat.vel.isel(dir=2), r_range=[1, 5]) - tdat["friction_vel"] = bnr.friction_velocity( - tdat, upwp_=tdat["stress_vec5"].sel(tau="upwp_"), z_inds=slice(1, 5), H=50 - ) + ) = bnr.dissipation_rate_SF(dat["vel"].isel(dir=2), r_range=[1, 5]) + slope_check = bnr.check_turbulence_cascade_slope( tdat["psd"].mean("time"), freq_range=[0.4, 4] ) + # Check noise subtraction in psd function tdat["psd_noise"] = bnr.power_spectral_density( - dat["vel"].isel(dir=2, range=len(dat.range) // 2), + dat["vel"].isel(dir=2, range=len(dat["range"]) // 2), freq_units="Hz", noise=0.01, ) + tdat["friction_vel"] = bnr.friction_velocity( + tdat, upwp_=tdat["stress_vec5"].sel(tau="upwp_"), z_inds=slice(1, 5), H=50 + ) if make_data: save(tdat, "Sig1000_tidal_bin.nc")