diff --git a/examples/acoustics_example.ipynb b/examples/acoustics_example.ipynb index 0b53d667..939a4887 100644 --- a/examples/acoustics_example.ipynb +++ b/examples/acoustics_example.ipynb @@ -56,7 +56,7 @@ "text": [ " Size: 246MB\n", "array([0.31546374, 0.30229832, 0.32229963, ..., 0.08506887, 0.07291618,\n", - " 0.06278893])\n", + " 0.06278893], shape=(30720000,))\n", "Coordinates:\n", " * time (time) datetime64[ns] 246MB 2024-06-01T05:31:14 ... 2024-06-01T0...\n", "Attributes:\n", @@ -72,13 +72,13 @@ ], "source": [ "P = acoustics.io.read_hydrophone(\n", - " \"data/acoustics/RBW_6661_20240601_053114.wav\", \n", - " peak_voltage=3, \n", - " sensitivity=-177, \n", - " gain=0, \n", + " \"data/acoustics/RBW_6661_20240601_053114.wav\",\n", + " peak_voltage=3,\n", + " sensitivity=-177,\n", + " gain=0,\n", " start_time=\"2024-06-01T05:31:14\"\n", ")\n", - "# `P` is returned as an xarray DataArray, which allows easy handling of labeled multi-dimensional arrays. \n", + "# `P` is returned as an xarray DataArray, which allows easy handling of labeled multi-dimensional arrays.\n", "# In this case, the array represents sound pressure in Pascals (Pa) over time because the calibrated sensitivity was passed.\n", "print(P)" ] @@ -98,14 +98,23 @@ "cell_type": "code", "execution_count": 3, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\mcve343\\MHKiT-Python\\mhkit\\acoustics\\io.py:457: UserWarning: no explicit representation of timezones available for np.datetime64\n", + " start_time = np.datetime64(metadata[\"icrd\"])\n" + ] + } + ], "source": [ "# Pressure output\n", "P = acoustics.io.read_iclisten(\"data/acoustics/RBW_6661_20240601_053114.wav\")\n", "# Voltage output\n", "V = acoustics.io.read_iclisten(\n", - " \"data/acoustics/RBW_6661_20240601_053114.wav\", \n", - " sensitivity=None, \n", + " \"data/acoustics/RBW_6661_20240601_053114.wav\",\n", + " sensitivity=None,\n", " use_metadata=False\n", ")" ] @@ -254,7 +263,11 @@ "output_type": "stream", "text": [ " Size: 8B\n", - "array(48000.)\n" + "array(48000.)\n", + "Attributes:\n", + " units: Hz\n", + " long_name: FFT Frequency Vector\n", + " coverage_content_type: coordinate\n" ] } ], @@ -284,7 +297,7 @@ "fmax = 48000\n", "\n", "# Create high resolution spectrogram\n", - "kwargs={\"cmap\": \"inferno\", \"vmin\": 0, \"vmax\": 100}\n", + "kwargs = {\"cmap\": \"inferno\", \"vmin\": 0, \"vmax\": 100}\n", "fig, ax = acoustics.graphics.plot_spectrogram(\n", " spsdl, fmin, fmax, **kwargs\n", ")\n", @@ -310,7 +323,7 @@ "source": [ "# Uncomment to save new file\n", "filename = \"sound1.wav\"\n", - "#acoustics.io.export_audio(filename, P, gain=1)" + "# acoustics.io.export_audio(filename, P, gain=1)" ] }, { @@ -342,7 +355,7 @@ }, { "data": { - "image/png": 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", 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" ] @@ -381,9 +394,30 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "### Window Aggregating\n", + "### Window Averaging\n", + "\n", + "If desired, one can do a couple different types of time-averaging the SPSDLs, though this isn't required by the IEC-40. There are two main supported functions in MHKiT, `time_average` and `time_summation`, which both take the SPSDL and a time window as inputs\n", "\n", - "If desired, one can group a series of measurements into blocks of time, though this isn't required by the IEC-40. In the following block, we'll take our 5 minutes of measurements, `time_aggregate` them into 30 second intervals, and find the median, 25% and 75% quantiles of each interval. We then plot the stats of the median parameters." + "`time_average` finds returns the spectral average of the SPSDLs in each specified window. This is useful for say, finding the average 30 second SPSDL every hour. In this case, the original SPSD bin_length was 30 seconds, and the time window to input to `time_average` is 1 hour.\n", + "\n", + "`time_summation` returns the spectral sum of the SPSDLs in each specified window. This is equivalent to recalculating the SPSDs for a new bin_length. For example:\n", + "\n", + "```python\n", + "spsd = acoustics.sound_pressure_spectral_density(V, fs=V.fs, bin_length=1, fft_length=V.fs)\n", + "spsdl = acoustics.sound_pressure_spectral_density_level(spsd)\n", + "spsdl_30 = acoustics.time_summation(spsdl, window=30)\n", + "```\n", + "\n", + "is equivalent to\n", + "\n", + "```python\n", + "spsd_30 = acoustics.sound_pressure_spectral_density(V, fs=V.fs, bin_length=30, fft_length=V.fs)\n", + "spsdl_30 = acoustics.sound_pressure_spectral_density_level(spsd_30)\n", + "```\n", + "\n", + "But, note that error will be introduced in the former because of memory rounding errors.\n", + "\n", + "In the following block, we'll take our 5 minutes of 1-second resolution data and find the average SPSDL in every 30 second window using the `time_average` function." ] }, { @@ -392,16 +426,17 @@ "metadata": {}, "outputs": [], "source": [ + "\n", "# Time average into 30 s windows and take the median parameter value\n", "window = 30\n", - "spsdl_time = acoustics.time_aggregate(spsdl, window, method=\"median\")" + "spsdl_30s = acoustics.time_average(spsdl, window)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "We can then using the `plot_spectra` function in the graphics submodule to plot the median and quantiles of the first 30 s window." + "We can then using the `plot_spectra` function in the graphics submodule to plot the median and quantiles of the 30 s window averages." ] }, { @@ -422,7 +457,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -433,11 +468,11 @@ ], "source": [ "# Plot medians and quantiles\n", - "fig, ax = acoustics.graphics.plot_spectra(spsdl_time.median(\"time_bins\"), fmin, fmax, label=\"Median\")\n", + "fig, ax = acoustics.graphics.plot_spectra(spsdl_30s.median(\"time_bins\"), fmin, fmax, label=\"Median\")\n", "ax.fill_between(\n", - " spsdl_time[\"freq\"],\n", - " spsdl_time.quantile(0.25, \"time_bins\"),\n", - " spsdl_time.quantile(0.75, \"time_bins\"),\n", + " spsdl_30s[\"freq\"],\n", + " spsdl_30s.quantile(0.25, \"time_bins\"),\n", + " spsdl_30s.quantile(0.75, \"time_bins\"),\n", " alpha=0.5,\n", " facecolor=\"C0\",\n", " edgecolor=None,\n", @@ -455,9 +490,13 @@ "source": [ "### Frequency Band Analysis\n", "\n", - "Frequency band analysis can be completed by grouping the data into specific frequency bands, called \"band aggregating\" here. In other words, instead of aggregating by the time dimension, we aggregate by the frequency dimension. The `band_aggregate` function operates by taking the SPSDL and grouping it based on a specified octave and octave base.\n", + "Frequency band analysis can be completed by grouping the data into specific frequency bands, which we can do by taking the SPSD and grouping it based on a specified octave and octave base. There are a number of built in functions to convert the SPSDs to specified bands, notably:\n", + "1. Third octaves (band = 3, bands per division = 2) (`convert_to_third_octave(spsd)`)\n", + "2. Decidecades (band = 10, bands per division = 10) (`convert_to_decidecade(spsd)`)\n", + "3. Millidecades (band = 10, bands per division = 1000) (`convert_to_millidecade(spsd)`)\n", + "4. Custom bandwidth (`convert_to_custom_band(spsd, band, bands_per_division)`)\n", "\n", - "In the following codeblock, we use the same plotting function as above, but do so by creating the decidecade frequency bands (10th octave, octave base 10 => $10^{1/10}$). We'll calculate the median and quantiles of each sample, then take the median of each of those parameters. For the IEC-40, one will calculate these parameters for each device operating state (current energy converters) or wave state matrix (wave energy converters)." + "In the following codeblock, we create the decidecade frequency bands (10th octave, octave base 10 => $10^{1/10}$) and then plot using the same graphics function as before, displaying the median and quantiles of the dataset. For the IEC-40, one will calculate these parameters for each device operating state (current energy converters) or wave state matrix (wave energy converters)." ] }, { @@ -466,91 +505,42 @@ "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "[(20.0, 80.0), Text(0, 0.5, 'Decidecade SPSDL [dB rel 1 uPa$^2$/Hz]')]" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\mcve343\\MHKiT-Python\\mhkit\\acoustics\\analysis.py:87: UserWarning: `fmax` = 48000 is greater than the Nyquist frequency. Settingfmax = 39810.71705534977\n", + " warnings.warn(\n" + ] }, { "data": { - "image/png": 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", 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" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "octave = [10, 10] # [octave, octave base]\n", - "spsdl10 = acoustics.band_aggregate(spsdl, octave, fmin, fmax, method=\"median\")\n", - "\n", - "# Plot medians and quantiles\n", - "fig, ax = acoustics.graphics.plot_spectra(spsdl10.median(\"time\"), fmin, fmax, label=\"Median\")\n", - "ax.fill_between(\n", - " spsdl10[\"freq_bins\"],\n", - " spsdl10.quantile(0.25, \"time\"),\n", - " spsdl10.quantile(0.75, \"time\"),\n", - " alpha=0.5,\n", - " facecolor=\"C0\",\n", - " edgecolor=None,\n", - " label=\"Quantiles\"\n", - ")\n", - "ax.legend(loc=\"upper right\")\n", - "ax.set_axisbelow(True)\n", - "ax.grid()\n", - "ax.set(ylim=(20, 80), ylabel=\"Decidecade SPSDL [dB rel 1 uPa$^2$/Hz]\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "The plot above shows significant spread in sound measurements at higher frequency due to the vessel noise, but less so at lower frequency. This mirrors what we can see in the sound pressure density level figure we first plotted.\n", - "\n", - "Boxplots for each frequency band can also be created instead of simple line plots. We can use the aggregate methods to apply plotting functions, like matplotlib's native boxplot. In this case, we'll supply the \"map\" function and an iterable of the custom function inputs (the figure axes we want to use to plot)." - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[[,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ],\n", + "[[,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ],\n", " [Text(0.0, 0, '0'),\n", " Text(1.0, 0, '1'),\n", " Text(2.0, 0, '2'),\n", " Text(3.0, 0, '3'),\n", " Text(4.0, 0, '4'),\n", " Text(5.0, 0, '5')],\n", - " (1.0, 4.8),\n", + " (1.6532125137753437, 4.7160033436347994),\n", " (20.0, 100.0),\n", - " Text(0.5, 0, 'log(Frequency) [Hz]'),\n", - " Text(0, 0.5, 'Decidecade SPSDL [dB re 1 uPa$^2$/Hz]')]" + " Text(0.5, 0, 'log(Frequency) [Hz]')]" ] }, - "execution_count": 16, + "execution_count": 15, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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" ] }, "metadata": {}, @@ -558,33 +548,42 @@ } ], "source": [ - "def boxplot(x, ax):\n", - " # Use the median of the coordinate we're grouped in\n", - " freq = x[\"freq\"].median()\n", - " x = x.mean(\"freq\")\n", - " # Create boxplots\n", - " ax.boxplot(\n", - " x.values,\n", - " whis=(1, 99),\n", - " showfliers=False,\n", - " positions=[np.log10(freq.values)],\n", - " widths=0.04,\n", - " flierprops={\"marker\": \".\", \"markersize\": 2},\n", - " )\n", - " return x\n", + "decidecade_spsd = acoustics.convert_to_decidecade(spsd)\n", + "decidecade_spsdl = acoustics.sound_pressure_spectral_density_level(decidecade_spsd)\n", "\n", - "fig, ax = plt.subplots(figsize=(7, 5))\n", - "acoustics.band_aggregate(\n", - " spsdl, octave, fmin, fmax, method={\"map\": (boxplot, [ax])}\n", + "# Plot medians and quantiles\n", + "fig, ax = plt.subplots(1, 2, figsize=(10, 4), constrained_layout=True)\n", + "fig, ax[0] = acoustics.graphics.plot_spectra(decidecade_spsdl.median(\"time\"), fmin, fmax, fig=fig, ax=ax[0], label=\"Median\")\n", + "ax[0].fill_between(\n", + " decidecade_spsdl[\"freq\"],\n", + " decidecade_spsdl.quantile(0.25, \"time\"),\n", + " decidecade_spsdl.quantile(0.75, \"time\"),\n", + " alpha=0.5,\n", + " facecolor=\"C0\",\n", + " edgecolor=None,\n", + " label=\"Quantiles\"\n", + ")\n", + "ax[0].legend(loc=\"upper right\")\n", + "ax[0].set_axisbelow(True)\n", + "ax[0].grid()\n", + "ax[0].set(ylim=(20, 100), ylabel=\"Decidecade SPSDL [dB rel 1 uPa$^2$/Hz]\", xscale=\"log\")\n", + "\n", + "# Boxplots\n", + "ax[1].boxplot(\n", + " decidecade_spsdl.values,\n", + " whis=(1, 99),\n", + " showfliers=True,\n", + " positions=np.log10(decidecade_spsdl[\"freq\"].values),\n", + " widths=0.04,\n", + " flierprops={\"marker\": \".\", \"markersize\": 1.5},\n", ")\n", "xticks = np.linspace(0, 5, 6)\n", - "ax.set(\n", + "ax[1].set(\n", " xticks=xticks,\n", " xticklabels=xticks.astype(int),\n", - " xlim=(1, 4.8),\n", + " xlim=(np.log10(45), np.log10(52000)),\n", " ylim=(20, 100),\n", " xlabel=\"log(Frequency) [Hz]\",\n", - " ylabel=\"Decidecade SPSDL [dB re 1 uPa$^2$/Hz]\",\n", ")" ] }, @@ -592,12 +591,19 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "The \"map\" function will also allow one to conduct further frequency band analysis than the simple statistical methods that xarray offers. In the following block of code, we find the empirical quantile function (the empirical version of the cumulative distribution function, CDF) of each decidecade frequency band and plot the decidecade band centered nearest to 160 Hz. " + "The plot above shows significant spread in sound measurements at higher frequency due to the vessel noise, but less so at lower frequency. This mirrors what we can see in the sound pressure density level figure we first plotted." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The built-in python `map` and the xarray `groupby` function also allow one to conduct further frequency band analysis than the simple statistical methods that xarray offers. In the following block of code, we find the empirical quantile function (the empirical version of the cumulative distribution function, CDF) of each decidecade frequency band and plot the decidecade band nearest to 160 Hz. " ] }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -608,13 +614,13 @@ " Text(0.5, 0, 'SPSDL [dB re 1 uPa$^2$/Hz]')]" ] }, - "execution_count": 17, + "execution_count": 16, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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", 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", 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" ] @@ -638,19 +644,73 @@ " x.values = np.reshape(x_sorted, shape)\n", " return x\n", "\n", - "\n", - "octave = [10, 10] # 1/10th octave at base 10\n", - "cdfs = acoustics.band_aggregate(spsdl, octave, fmin, fmax, method={\"map\": quantile_function})\n", + "# Calculate CDFs for each frequency bin by grouping by frequency and applying the quantile function\n", + "cdfs = decidecade_spsdl.groupby(\"freq\").map(quantile_function)\n", "# Plot\n", "fig, ax = plt.subplots(figsize=(4, 4))\n", - "ax.plot(cdfs.sel(freq_bins=160, method=\"nearest\").values, cdfs[\"probability\"].values)\n", + "ax.plot(cdfs.sel(freq=160, method=\"nearest\").values, cdfs[\"probability\"].values)\n", "ax.set(\n", - " title=f\"{np.round(cdfs['freq_bins'].sel(freq_bins=160, method='nearest').values, 2)} Hz\",\n", + " title=f\"{np.round(cdfs['freq'].sel(freq=160, method='nearest').values, 2)} Hz\",\n", " ylabel=\"Exceedance Probability\",\n", " xlabel=\"SPSDL [dB re 1 uPa$^2$/Hz]\",\n", ")" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The above chart says that in the band centered at 158.5 Hz, the spectral density levels are above 62 dB re 1 uPa2/Hz for 50% of the time." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Millidecade Bands\n", + "It is becoming best practice to store passive acoustic data long-term in millidecade bands. These bands preserve resolution at low frequencies and effectively compresses data at high frequencies. See \"Martin et al 2021 - Hybrid millidecade spectra, a practical format for exchange of long-term ambient sound data\" for more details.\n", + "\n", + "To do this, we convert the SPSDs to the millidecade band using `convert_to_millidecade` after calibrating the original 1 second SPSDs. Note any bin_length of time can be used, depending on your storage capacity. If we plot the millidecade SPSDLs, there is little visual difference between the original resolution SPSDL plotted above. In this case, the noise is reduced because of the band-averaging." + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\mcve343\\MHKiT-Python\\mhkit\\acoustics\\analysis.py:87: UserWarning: `fmax` = 48000 is greater than the Nyquist frequency. Settingfmax = 47973.34486365695\n", + " warnings.warn(\n" + ] + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "millidecade_spsd = acoustics.convert_to_millidecade(spsd)\n", + "millidecade_spsdl = acoustics.sound_pressure_spectral_density_level(millidecade_spsd)\n", + "\n", + "# Create high resolution spectrogram\n", + "kwargs = {\"cmap\": \"inferno\", \"vmin\": 0, \"vmax\": 100}\n", + "fig, ax = acoustics.graphics.plot_spectrogram(\n", + " millidecade_spsdl, fmin, fmax, **kwargs\n", + ")\n", + "ax.xaxis.set_major_formatter(mdates.DateFormatter(\"%H:%M:%S\"))\n", + "ax.xaxis.set_major_locator(mdates.MinuteLocator(interval=2))\n", + "ax.xaxis.set_minor_locator(mdates.MinuteLocator())" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -711,7 +771,7 @@ "\n", "#### Cumulative SPL\n", "\n", - "Running the code block below, we can see our cumulative SPL start out at 86 dB and then peak at 125 dB as the boat drives by. If you haven't listened to the audio track, this peak SPL of 125 dB rel 1 uPa (underwater) is equivalent to 99 dB rel 20 uPa (air). For reference, the OSHA time limit for workers experiencing 100 dB rel 20 uPa of sound is 2 hours. Vessel traffic can be quite loud and is one of the largest contributors to noise in the marine environment." + "Running the code block below, we can see our cumulative SPL start out at 86 dB and then peak at 125 dB as the boat drives by. For a relevant comparison to in-air sound, this peak SPL of 125 dB rel 1 uPa (underwater) is equivalent to 99 dB rel 20 uPa (air). For reference, the OSHA time limit for workers experiencing 100 dB rel 20 uPa of sound is 2 hours. Vessel traffic can be quite loud and is one of the largest contributors to noise in the marine environment." ] }, { @@ -722,7 +782,7 @@ { "data": { "text/plain": [ - "[]" + "[]" ] }, "execution_count": 19, @@ -731,7 +791,7 @@ }, { "data": { - "image/png": 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SC5O5u+SqW3OqkxVLql677mKhee+BEOYmCZMQQhgpq6icIk2l4bn5u+SqWpisIWFykxYm0TxIwiSEEEa6fMA3QHq+eVtXsgqru+QsN+C7mmGmXIEkTKJpk4RJCCGMlFTVHeflbA9YoEuuqLpLzrxLodSmeqbchQLpkhNNmyRMQghhpKSqGkx9WvoA+i4yTaX5ptVfLNTPkrOqFibpkhNNnCRMQghhpOoZcl3DvFBXTauf9vk+3t182izvn1VkPYO+/dxlDJNoHiRhEkIII1UnTJG+LgR56FtYdp/N5o318Rw9n9/g73+x0DrKCsClQd8yS040dZIwCSGEERRF4VxV0cpIH2dDxe1qb29qmFamA+dy2Z2QTaVWZ1UtTNVdctnF5VRqdXUcLUTjJQmTEEIYIae4nEJNJSoVhHk7M75LMABjOgaiUsH64xc4nlZg0vcsq9By32d7uOfTv/h6bzKaSh1ezvaG1i1L8nFxwNZGhaJcqkAuRFNksoTp0KFD2Nramup0Qghhlaq744I9nHC0t+Wfw1vxyz/6896UboxsFwjAb0fTTfqex9LyKSnXolPgxV9OADCmYxB2tpb/zmtjc6nat8yUE02ZSf+1KYpiytMJIYTVqV5DLsLHGQBHe1vaB3ugUqno3cIbgBPppm1hOpx6aVxUeaW+22tc52CTvseNCPLUt3SdzSqycCRCNJx6r9o4YcKEa+7Pz89HpVLdcEBCCGHNLh/w/Xftgj0ATN4ld3nCBBDo7kjPSG+TvseN6BnpzcHkPHYnZHN711BLhyNEg6h3C9P//vc/ysrK8PDwqPXh6urakHEKIYRVqC5aGVnVwnS5NkFuAKTll5FXYrrxPIdS8wAY0MoPgIk9w7CxsZ4vqNX1qHaeyZaeBtFk1buFqW3bttxxxx08+OCDte6Pi4vj559/NllgQghhjaqXRYnwubKFyd3RnjBvJ1JySjmeXkDflr43/H6FZRWcvah/zzcndiazQEPrQLcbPq8p3RTpjZ2NivN5paTklBJeSzIpRGNX7xam7t27Exsbe9X9arWa8PBwkwQlhBDWSFEUEquqfEfV0iUH0C7IHTBdt9yRqrpOIZ5O+LqqaRfsjq0VtS4BuKjt6BruCcDOhCzLBiNEA6l3C9OHH36IVnv10v9t27YlMTHRJEEJIYQ1yi4up7CsEoBw79pbUdoFefDHsQscN9HA7+rxS51CPUxyvobSt6Uv+5Jy+WT7WcorddzbO8LqEjshbkS9W5jUajXOztLMKoRovt6pKkoZ7e+Ko33tZVTaBZu2hWnP2WwAukd4meR8DWV4uwBUKjibVcyCn46x4XiGpUMSwqQsX8RDCCGs3In0ApZujOeL3ecAWDC23VWPrU6YzmQWUVZxYwvyVmh17E3MAS4NrLZWHUI82Dx7EKM76GtR/X5UEibRtDTqhGn79u2MHTuW4OBgVCoV69atq7F/zZo1jBw5El9fX1QqFXFxcVecY9CgQahUqhqPyZMnm+cChBBWLyWnhFve/pOlG/WtS/f1juDmGL+rHh/s4Yi3iwOVOoWTGYU39N6HU/MpLtfi6WxP20D3GzqXOUT5uvBA/ygANp/MpEKWShFNSKNOmIqLi+ncuTPvvvvuVff369ePV1555ZrnmTFjBunp6YbHRx991BDhCiEaob2JOegUfSK0YGw7nr/16q1LACqVio4h+vFGR6rKAVyv3VUDqPu08LGqMgLX0i3cCx8XBwrKKg2tY0I0BfUe9G2NRo8ezejRo6+6/7777gMgKSnpmudxdnYmMDCw3u+r0WjQaDSG5wUFpi1SJ4SwHoerkp7RHYOY3i+qXq/pHOrBtviLVxScNNauBP34pb5W3h13OVsbFUPb+vPd/lQ2HL9Av+gbL60ghDW47hamM2fO8Mcff1BaWgo07mVRVq1aha+vL+3bt2fOnDkUFl67GX3x4sU1inaGhYWZKVIhhLnFXccstY6hnsClkgDX40xmIfuTcgHrH7/0d0PbBgCw44yUGBBNh9EJU3Z2NsOGDaNVq1aMGTOG9HT9IpMPPfQQs2fPNnmADe2ee+7h66+/ZuvWrTz//POsXr26zmVg5s+fT35+vuGRkpJipmiFEOZUXqnjRNVst85VSVB9VCdX8RcKKSmvNPp9izSVPLLiAOVaHX1b+tDSr3GtpNChqksyKatYxjGJJsPohOmf//wndnZ2JCcn1ygzMGnSJH7//XeTBmcOM2bMYNiwYXTo0IHJkyfzww8/sHHjxjqLdLq7u9d4CCGanlMZhZRrdXg42RsW262PAHdHAtzV6JTrKy+wfGciCReLCXR35K3JXRvdOp3BHo64ONhSqVMMldGFaOyMTpjWr1/Pq6++SmhozQUWY2JiOHfunMkCs5Ru3bphb2/P6dOnLR2KEMLCqtdw6xTqYXTS0jHEE4DY5Fyj37e6K++hm6Pwc1Mb/XpLU6lUtPTXt4qdvlBk4WiEMA2jE6bi4uJaC1hmZWWhVje+f9h/d+zYMSoqKggKCrJ0KEIICztSNX7JmO64agNa6Qc7/3I4vc5jFUVBq7s0DvRMpj7JaBVgXWvGGSO6KmGqvhYhGjujE6YBAwbw5ZdfGp6rVCp0Oh2vv/46gwcPNmlwdSkqKiIuLs5QXykxMZG4uDiSk5MByMnJIS4ujuPHjwNw6tQp4uLiyMjQF1RLSEhg0aJF7N+/n6SkJH799VfuuusuunbtSr9+/cx6LUII63MuR9+dFBNg/BiiMR2DsLVRcSg137D+XG0qtDpGv/UnY9/ZQXmljgqtjnPZJQCGVprGKMZfn+ydloRJNBFGlxV4/fXXGTRoEPv376e8vJy5c+dy7NgxcnJy2LlzZ0PEeFX79++vkaTNmjULgKlTp7J8+XJ++uknpk+fbthfXZBywYIFLFy4EAcHBzZt2sRbb71FUVERYWFh3HLLLSxYsABb29qXPRBCNB8XC/XlQ/zdHI1+ra+rmv7RvmyLv8i6g+f55/BWtR4Xf6HQUODy58NpdAr1pFKn4OxgS7CH8e9rLapbmCRhEk2F0QlTu3btOHz4MB988AG2trYUFxczYcIEHn/8cbN3Yw0aNOia5QymTZvGtGnTrro/LCyMbdu2NUBkQoimoDphut5xRLd1DdYnTHHneWpoTK3FJ49eVnrgsx2JPDkkBoCWfq6NbrD35WKqEqazF4vQ6hRZiFc0ekYlTBUVFYwYMYKPPvqIF154oaFiEkIIiyur0FJQpi8JcL0J04h2gbipj3Euu4St8ZkMaRNwxTFHz1+aRXcsrYBVe/STZ6IbcXccQJi3Mw52NmgqdaTmlhDh42LpkIS4IUaNYbK3t+fo0aON+luPEELUR1aRvnXJwc4Gd8frWxTBRW3H3b3CAfh4+9laj6meEVfd/fbnaX2xx5Z+jTvBsLVRGepHnUi/sTX1hLAGRg/6vv/++/nss88aIhYhhLAahu44V/UNfUmc1jcSOxsVf53NMcy6q1ap1XEiXd/C9PpdnXGwu/SR3NhbmAC6hnsCsCcx27KBCGECRn9tKi8v59NPP2XDhg306NEDF5ea34LefPNNkwUnhBCWcqPjl6oFezpxa6cg1sWl8cmfZ3n77q7odApzVx/mZEYBmkodrmo7+rTwYVrfSENLVFNImPq19OWrPcnsOiMJk2j8jE6Yjh49Srdu3QCIj4+vsU+66oQQTcXFItMkTAAP3dyCdXFp/HIknWdGtyGnqJwfDqQa9rcKcMXGRsXjg6L5+VAaNjaqJjHmp3oNvFMXCsksLLuu2YZCWAujE6YtW7Y0RBxCCGFVTNXCBPq11fq29GFXQjbLdiTi5eJQY3+PSG8APJztWT9rILYqFfa21702utXwdnGgXZA7x9ML2J2QzfguIZYOSYjr1vj/RQohRAO4fAyTKcwY0AKAr/cmG6p/P9Q/iicGR/NQ/yjDca5qO5wcmk4duH7R+lamnWeyLByJEDdGEiYhhKiFKVuYAAa18qNdkDvF5VqOVw30vr9PJHNGtsbfvel2VfWL1i8R8+fprGvWzRPC2knCJIQQtTDlGCbQj/GcPeJSte9IH2fCfa5cl7Op6d3CB0d7G9LzywwVzYVojCRhEkKIWpi6hQlgSBt/uoR5AnBzjJ/JzmvNHO1t6ddS38q0+WSmhaMR4vpJwiSEEH+jKIrJxzCBvpXpzYmduadXOE8MiTbZea3dkLb+AGw6ccHCkQhx/YyeJZednY2Pj34QX0pKCp988gmlpaWMGzeOm2++2eQBCiGEuRVqKtFU6gDTtjABtPBz5aXbO5r0nNZuSBt9wnQwJY+sIg2+JkxChTCXercwHTlyhMjISPz9/WnTpg1xcXH07NmTJUuW8PHHHzN48GDWrVvXgKEKIYR5VLcuuTna4WjfdGasWUqQhxPtg91RFJj40W5OZhTU/SIhrEy9E6a5c+fSsWNHtm3bxqBBg7j11lsZM2YM+fn55Obm8sgjj/DKK680ZKxCCGEWDTF+qbl76faOBLirOXuxmJnfxFk6HCGMVu+Ead++fbz00kv079+fN954g7S0NB577DFsbGywsbHhySef5OTJkw0ZqxBCmEVmA4xfau66hHnyvyf6o1LByYxCMgvKLB2SEEapd8KUk5NDYGAgAK6urri4uODt7W3Y7+XlRWGhTBkVQjR+0sLUMPzdHWkb6A7AnsQcC0cjhHGMmiX397XiZO04IURTJAlTw+nVQv9Fe0+iLMgrGhejZslNmzYNtVr/AVJWVsajjz6Ki4t+gUiNRmP66IQQwgIkYWo4vaK8WbYziT1npYVJNC71TpimTp1a4/m99957xTH333//jUckhBAWZqjyLWOYTO6mKH1ZmtOZRWQXafCReywaiXonTMuWLWvIOIQQwmpIC1PD8XZxoFWAK/EXivgxLo0HLlt4WAhrJpW+hRDibyRhalj39o4A4LU/TvLvH4/y0Bf7ZNacsHr1amGaMGFCvU+4Zs2a6w5GCCEsTatTyCmWhKkh3dsrgg3HL/Dn6Sy+3H0OgFCvBP45vBUHzuUwuLW/TCoSVqdeLUweHh6Gh7u7O5s2bWL//v2G/QcOHGDTpk14eHg0WKBCCGEO2cUadArYqMDHRRKmhmBjo+KNuzrTJcyTzlWLEf9wIJUxb/3JA8v38/vRDMsGKEQt6tXCdPn4pWeeeYaJEyfy4YcfYmurXzJAq9Xy2GOP4e7u3jBRCiGEmVR3x3m7qLG1kVaOhhLg7si6x/uh0ykMe3MbZ7OKKdJUArAzIYvRHYMsHKEQNRk9hunzzz9nzpw5hmQJwNbWllmzZvH555+bNDghhDA3Gb9kXjY2KsOYpmpJWSUWikaIqzM6YaqsrOTEiRNXbD9x4gQ6nc4kQQkhhKVIwmR+k3qGMaytP0Pb+ANwIr0ARVEsHJUQNRlVuBJg+vTpPPDAA5w5c4bevXsD8Ndff/HKK68wffp0kwcohBDmJDWYzM9FbcenU3tSVqGl3b9/J7u4nItFGvzdHC0dmhAGRidMb7zxBoGBgSxZsoT09HQAgoKCmDt3LrNnzzZ5gEIIYU7SwmQ5jva2RPm6kHCxmBPphZIwCatidJecjY0Nc+fO5fz58+Tl5ZGXl8f58+eZO3dujXFNQgjRGEnCZFltg/STh06mF1g4EiFquqHCle7u7jIzTgjRpOQUlwPg4+Jg4Uiap+qE6YQkTMLK1Cth6tatG7m5ufU+af/+/Tl//vx1ByWEEJZSWKaf2u7hZG/hSJqnNoFuAJzMKLRwJELUVK8xTHFxcRw6dAhvb+96nTQuLg6NRnNDgQkhhCUUlFUA4OZo9BBPYQLVLUxnMovQVGpR28lQD2Ed6t0lN3ToULp06VKvR2lpaUPGbLB9+3bGjh1LcHAwKpWKdevW1di/Zs0aRo4cia+vLyqViri4uCvOodFoePLJJ/H19cXFxYVx48aRmppqlviFENanoFSfMLlLC5NFBHk44u5oR6VOISGz2NLhCGFQr69QiYmJRp84NDTU6NcYq7i4mM6dOzN9+nTuuOOOWvf369ePu+66ixkzZtR6jpkzZ/K///2Pb775Bh8fH2bPns2tt97KgQMHZBC7EM2MoigUVHXJuTtKwmQJKpWKtkHu7EnM4UR6Ae2CZZyssA71SpgiIiLqPsgCRo8ezejRo6+6/7777gMgKSmp1v35+fl89tlnrFixgmHDhgGwcuVKwsLC2LhxIyNHjqz1dRqNpkaXY0GBDE4UoikordCi1ekLJro7SZecpVQnTCczCkjMKsbd0Q4fqYslLOyGZsk1dgcOHKCiooIRI0YYtgUHB9OhQwd27dp11dctXry4xoLEYWFh5ghXCNHACkr1rUu2Niqc7KWF2VLaBukHfq8/foGRS7Zz2/s7KavQWjgq0dw164QpIyMDBwcHvLy8amwPCAggI+Pqq2XPnz+f/Px8wyMlJaWhQxVCmEH1gG93RztUKll411LaBOq74c5ll1Cu1ZGSU8rnO40fGiKEKTXrhOlqFEW55oelWq021KCSWlRCNB0y4Ns6tApww+ZvH8EfbEkgu2rZmgqtrFsqzK9ZJ0yBgYGUl5dfUWMqMzOTgIAAC0UlhLCUQhnwbRWcHGyJ9HUB9HWZ2gW5U6ipZO3B83y8PYG2z//OjtNZALJIrzCbZp0wde/eHXt7ezZs2GDYlp6eztGjR+nbt68FIxNCWILUYLIefVv6APDowJaM7RwMwL6kHL7fn0qlTuHdLaf5eHsCrZ//nd0J2ZYMVTQT9fpU8PLyqnd/fk5Ozg0FZIyioiLOnDljeJ6YmEhcXBze3t6Eh4eTk5NDcnIyaWlpAJw6dQrQtywFBgbi4eHBgw8+yOzZs/Hx8cHb25s5c+bQsWNHw6w5IUTzYeiSkxYmi/vXmLbcfVM47YM9OHBO/3dl15lsCjX6VsC/zuZw4FwuFVqFFX8l0acqwRKiodQrYVq6dGkDh3F99u/fz+DBgw3PZ82aBcDUqVNZvnw5P/30E9OnTzfsnzx5MgALFixg4cKFACxZsgQ7OzsmTpxIaWkpQ4cOZfny5VKDSYhmyFCDSUoKWJyzgx3tgz0A6BDigYOdjSFZqlah1XfHbTl5kdJyLU4O8rktGo5KkQ7gG1ZQUICHhwf5+fkyAFyIRmzxbyf4aNtZHuwfxfO3trN0OOIyEz/czd4kfUtTm0A3TmYUYqMCT2cHcorL+fDebozqEGThKEVjY8zf7+saw5SQkMBzzz3H3XffTWZmJgC///47x44du57TCSGEVaiuwyRdctanR+Sl8i//HN6KZ8e0ZenkrtzRLQSA345evRSMEKZgdMK0bds2OnbsyJ49e1izZg1FRUUAHD58mAULFpg8QCGEMBdDHSbpkrM6PSP1i7+rVNArypsZA1owrnOwoVXpt6MZHEnNt2SIookzOmGaN28e//nPf9iwYQMODg6G7YMHD2b37t0mDU4IIcxJygpYr94tfOgV5c29vSLwdL70t6dbuCdD2vhTXqnj4RX7uVioucZZhLh+RidMR44c4fbbb79iu5+fH9nZMrVTCNF4Vc+Sk7IC1sfJwZZvH+nDi7d1qLFdpVKxdHIXWvi6kJ5fxjOrD0ttJtEgjE6YPD09SU9Pv2L7wYMHCQkJMUlQQghhCZe65KSFqTFxd7Tng3u742Brw+aTmXy7T5arEqZndMI0ZcoUnnnmGTIyMlCpVOh0Onbu3MmcOXO4//77GyJGIYQwCxn03Xi1DnRj9ohWALzy+0m0OmllEqZldML00ksvER4eTkhICEVFRbRr144BAwbQt29fnnvuuYaIUQghzKJQBn03ag/2j8LJ3pa8kgoSs4osHY5oYoz+VLC3t2fVqlUsWrSIgwcPotPp6Nq1KzExMQ0RnxBCmEVZhRZNpX5RVzdpYWqU7Gxt6BDizr6kXA6l5BPt72bpkEQTYnTCtG3bNgYOHEjLli1p2bJlQ8QkhBBmVz1DTqUCN7W0MDVWHUM82ZeUy5Hz+dzRPdTS4YgmxOguueHDhxMeHs68efM4evRoQ8QkhBBmVz3g21Vth41N/dbOFNanc5h+OZXDqXmWDUQ0OUYnTGlpacydO5c///yTTp060alTJ1577TVSU1MbIj4hhDALWXi3aegYok+YjqUVUKHVd7FKmQFhCkYnTL6+vjzxxBPs3LmThIQEJk2axJdffklkZCRDhgxpiBiFEKLBZReVA+Dt4lDHkcKaRfq44OZoh6ZSx+kLRXyzN5m2//6dracyLR2aaOSuay25alFRUcybN49XXnmFjh07sm3bNlPFJYQQZpVdrK8Q7esqCVNjZmOjMrQy/XIkjZd+PUFZhY7lu5IsG5ho9K47Ydq5cyePPfYYQUFBTJkyhfbt2/Pzzz+bMjYhhDCbrKoWJl9XtYUjETdqaNsAAN7bkmAYzL/zTJZhnJoQ18PohOlf//oXUVFRDBkyhHPnzrF06VIyMjJYuXIlo0ePbogYhRCiwVWvQebrJglTYze9bySj2gcanrs42FKhVdhyUrrlxPUzeu7s1q1bmTNnDpMmTcLX17chYhJCCLPLKtInTD4yhqnRs7FRsWRSF2x/OISfqxoXtS3vbUngtyMZjO8iS3iJ62N0wrRr166GiEMIISyqetC3n7QwNQlODra8N6UbAEfP5/PelgS2xV+kUqvDztaGhItFLNkQz9yRbQj3cbZwtKIxuK4xTCtWrKBfv34EBwdz7tw5AJYuXcqPP/5o0uCEEMJcqluYZAxT09MuyB0ne1tKK7Qk55QA8PG2s/x8OJ2P/0ywcHSisTA6Yfrggw+YNWsWY8aMIS8vD61WC4CnpydLly41dXxCCGEWkjA1XTY2KqL9XQGIv6BfY+7UhUJAX69JiPowOmF65513+OSTT3j22WextbU1bO/RowdHjhwxaXBCCGEOFVoduSX6GVQ+UlagSYqpSpjOZBaiKApnMvWJ08n0QrQ6KWwp6mZ0wpSYmEjXrl2v2K5WqykuLjZJUEIIYU65xfrxSzYq8HKWhKkpig7QJ0ynM4tIyy+jSKMvN1BaoSUxq8iSoYlGwuiEKSoqiri4uCu2//bbb7Rr184UMQkhhFldrOqO83ZRYyvryDVJrfzdAH2XXHxGYY190i0n6sPoWXJPP/00jz/+OGVlZSiKwt69e/n6669ZvHgxn376aUPEKIQQDepS0UppXWqqYqpamBIuFnEio2aCdDytQMoNiDoZnTBNnz6dyspK5s6dS0lJCVOmTCEkJIS33nqLyZMnN0SMQgjRoLIKZcB3Uxfq5YzazgZNpY7NJ/QFLEM8nTifVyotTKJerquswIwZMzh37hyZmZlkZGSQkpLC5MmT2b59u6njE0KIBndphpy0MDVVtjYqWvrpW5n2n8sFYHyXYACOpeWjKDLwW1zbDS2+6+vri7+/PwBnzpxh8ODBJglKCCHMKbtY1pFrDlpVdctVG9s5GAc7G3JLKgyz5oS4mhtKmIQQoinIknXkmoWJPcMIcNf/Pw7xdCLG35VeUd4AbIu/aMnQRCNg9Bim6zVr1iyjX/Pcc8/h7e3dANEIIcQlmYWyjlxz0LelL3/NH0pSdglezvbY2dowqLU/f57OYuupizx0cwtLhyismNkSpqVLl9KnTx8cHOr3gbRjxw6eeOIJSZiEEA0uMUtfQy7S18XCkYiGplKpiLrs//Og1n68+DPsTcyhWFOJi9psfxZFI1Pv34yffvrpmvsTExPrPMfatWsNY57q4ubmVq/jhBDiRpSUV3I+rxSAaD/XOo4WTU0LXxdCvZxIzS3lsx2JTOkVXutYtmJNJV/tSeb2biEy1q2ZqnfCdNttt9V5jEp19YJvy5Ytw8PDo75vx0cffURAQEC9jxdCiOtx9qK+dcnbxQEv6ZJrdlQqFUPa+PPl7nO8uSGeL3YlsXPeEBztbVEUhdTcUkK9nHhr02k+3n6WkxmF/HdiZ0uHLSyg3gmTTqe7oTeaOnWqUcdPmTLlht5PCCHqI+GifnZUSz/pjmuunhwSg52NDd/uSya7uJxjafl0j/Dm+/2pzF19mNnDW/HL4XQAtp7KRKdTsJGK8M1Oo54lt337dsaOHUtwcDAqlYp169bV2K8oCgsXLiQ4OBgnJycGDRrEsWPHahwzaNAgVCpVjYcU4BSi+UioamFqKd1xzZafm5p/j21Hn5a+AMSeywPgf4fTAHh782lDt212cTlHzudbJE5hWRZJmLRaLW+88QY33XQTgYGBeHt713jUV3FxMZ07d+bdd9+tdf9rr73Gm2++ybvvvsu+ffsIDAxk+PDhFBbWXEdoxowZpKenGx4fffTRDV2fEKLxqG5hivaXhKm56x7hBUBsci7llTr2J+kLXFZoaxa13HpKShA0RxZJmF544QXefPNNJk6cSH5+PrNmzWLChAnY2NiwcOHCep9n9OjR/Oc//2HChAlX7FMUhaVLl/Lss88yYcIEOnTowBdffEFJSQlfffVVjWOdnZ0JDAw0POoaa6XRaCgoKKjxEEI0LpVaHWl5pSRkVnfJScLU3HUL9wT0CVNcSh6lFdoa+/tH61ugtsZnmjs0YQUskjCtWrWKTz75hDlz5mBnZ8fdd9/Np59+yr///W/++usvk7xHYmIiGRkZjBgxwrBNrVYzcOBAdu3adUU8vr6+tG/fnjlz5lzRAvV3ixcvxsPDw/AICwszScxCCPN5du1R+r6ymZNVK9dLwiQ6hXpiZ6PiQoGGHw6kADCsbQAt/FwI8nBk4bj2AMSl5JFW1UUnmg+LJEwZGRl07NgRAFdXV/Lz9f3Bt956K7/88ovJ3gO4YqZdQECAYR/APffcw9dff83WrVt5/vnnWb16da0tVpebP38++fn5hkdKSopJYhZCmM+vR9JrPA/xcrJQJMJaODnY0jbIHYDv9qcCMLiNH788eTObZw8i2t+V3i28URT49M+6S+mIpuW6Eqa8vDw+/fRT5s+fT05ODgCxsbGcP3++Xq8PDQ0lPV3/YRUdHc369esB2LdvH2q1aetb/L3UgaIoNbbNmDGDYcOG0aFDByZPnswPP/zAxo0biY2Nveo51Wo17u7uNR5CiMZDURR0ly222qeFD7Yy60lwaRxTtT4tfHBysMXJwRaAxwZFA/D13mSyqxZtFs2D0SVNDx8+zLBhw/Dw8CApKYkZM2bg7e3N2rVrOXfuHF9++WWd57j99tvZtGkTvXr14qmnnuLuu+/ms88+Izk5mX/+85/XdSF/FxgYCOhbmoKCggzbMzMzr1nfqVu3btjb23P69Gm6detmkliEENaloKyS4nL9+JTfZ95MiKe0Lgm9Rwa2oFyrI7NAQ+dQD1r8rav25hhfOoS4c/R8ASv+OsfMYa0sFKkwN6MTplmzZjFt2jRee+21GtW4R48eXe/aSa+88orh5zvvvJOwsDB27txJdHQ048aNMzakWkVFRREYGMiGDRvo2rUrAOXl5Wzbto1XX331qq87duwYFRUVNZIsIUTTkp6vH3/i5WxPm0BpIRaXBHk48fLtHa+6X6VS8VD/Fsz8No51B8/z1NCYaxZtFk2H0QnTvn37ap12HxISUmNs0NV8//33rFu3joqKCoYNG8bDDz9Mr1696NWrl7GhUFRUxJkzZwzPExMTiYuLw9vbm/DwcGbOnMnLL79MTEwMMTExvPzyyzg7OxsSu4SEBFatWsWYMWPw9fXl+PHjzJ49m65du9KvXz+j4xFCNA7VA3aDpWVJXIdh7QJQ29mQlF3CsbQCOoTUfxUL0XgZnTA5OjrWOo3+1KlT+Pn5XfO1H3/8MY8++igxMTE4OjqyevVqEhMTWbx4sbFhALB//34GDx5seD5r1ixAX1V8+fLlzJ07l9LSUh577DFyc3Pp1asX69evN7SMOTg4sGnTJt566y2KiooICwvjlltuYcGCBdja2l5XTEII63c+rwzQtyYIYSxXtR1D2vjz29EMfj6cLglTM6FSFEWp+7BLHn74YS5evMh3332Ht7c3hw8fxtbWlttuu40BAwawdOnSq762Y8eO3Hbbbbz44osALF++nCeffLLOafzWrqCgAA8PD/Lz82UAuBCNwGu/n+T9rQlM7RPBC+M7WDoc0Qj9fDiNJ746SKiXE3/OHSzdco2UMX+/jZ4l98Ybb3Dx4kX8/f0pLS1l4MCBREdH4+bmxksvvXTN1549e5bp06cbnt93331oNJp6deUJIYSpSJecuFFD2vjj7GBLam4puxOyLR2OMAOju+Tc3d3ZsWMHmzdvJjY2Fp1OR7du3Rg2bFidry0tLcXV9dKMA1tbW9RqNSUlJcaGIYQQ1y2tuktOEiZxnZwd7LijWygr/jrHZzsS6VtVBVw0XUYlTJWVlTg6OhIXF8eQIUMYMmSI0W/46aef1kiaKisrWb58Ob6+l37Z/vGPfxh9XiGEqK+0qllyIZ6OFo5ENGbT+0Wy4q9zbDqZydmLRVeUIBBNi1EJk52dHREREWi12roPrkV4eDiffPJJjW2BgYGsWLHC8FylUknCJIRoMFqdQka+voVJuuTEjWjh58rQNv5sOpnJy7+e5OP7umMjBVCbLKO75J577jnmz5/PypUr8fb2Nuq1SUlJxr6dEEKYVFaRhkqdgq2NCn83aWESN2bmsFb8eTqLjScu8MrvJ/nXmLZXPfaJr2I5kV7AT0/0x0Vt9J9fYWFG/x97++23OXPmDMHBwURERODi4lJj/7WWFKm2aNGiq+5TqVQ8//zzxoYlhBD1kpRVDECAm1qWQxE3rGOoB6/f1Ymnvonj4+1n6RnpzfB2V64mcSQ1n58P65cEO5SSJ2OeGiGjE6bbbrvtht907dq1NZ5XVFSQmJiInZ0dLVu2lIRJCNFgfjuqn5XbPdK4FnIhrmZ8lxCOns/nkz8Tmb/mCD0ivPBycahxzMq/zhl+zigoM3eIwgSMTpgWLFhww2968ODBK7YVFBQwbdo0br/99hs+vxBC1EZTqWVdnH6R8Du7h1o4GtGUzB7Rmi2nLnIms4gnvo7ls6k9cbTXF0DOLCjjx0OXFqevLmshGhej6zA1FHd3dxYtWiStS0KIBrP5RCZ5JRUEuKvpL10iwoQc7W1ZOqkLzg627DyTzaMrD1BeqePFn4/T79XNlFXoDMeel4SpUTI6YbKxscHW1vaqjxuRl5dHfn7+DZ1DCCGuprp1aUK3UBm/JEyuQ4gHy6b1xNHehq2nLjL2nR18tiORCq1CuyB37u8TAVxamkc0LkZ3ydU2/ujgwYN88cUXvPDCC/U6x9tvv13juaIopKens2LFCkaNGmVsSEIIUS9HUvVfyAa39rdwJKKp6tXChw/u6c6DX+zj1AX9sl8LxrZjer8odp3J4svd56RLrpEyOmEaP378FdvuvPNO2rdvz7fffsuDDz5Y5zmWLFlS47mNjQ1+fn5MnTqV+fPnGxuSEELUqbCsgrSq+kutA9wsHI1oyga38eeF8R144adjTOoZxrS+kcClul/nc0tRFEXWn2tkTFYIolevXsyYMaNexyYmJprqbYUQol7OZBYB4O+mxsPZ3sLRiKbuvt4RTOgaUqPeUqCHvu5XaYWWvJKKK2bSCetmkkHfpaWlvPPOO4SGyqwTIYR1On1BnzDFBMjyFcI8/l6c0tHeFj83NSADvxsjo1uYvLy8ajQjKopCYWEhzs7OrFy50qTBCSGEqcRXjSeJ8ZfuOGE5wZ5OXCzUcD6vlA4hHpYORxjB6IRpyZIlNRKm6vFHvXr1wsvLy6TBCSGEqZyu6pJrJeOXhAWFeDpyKEVqMTVGRidM06ZNa4AwhBCiYZ2uamFqJV1ywoJCqgZ+S8LU+Bg9hun3339nx44dhufvvfceXbp0YcqUKeTm5po0OCGEMIXLZ8hJl5ywpOqZcik5kjA1NkYnTE8//TQFBQUAHDlyhFmzZjFmzBjOnj3LrFmzTB6gEELcqOrxSzJDTlhaCz99C+eZi0UWjkQYy+guucTERNq1awfA6tWrGTt2LC+//DKxsbGMGTPG5AEKIcSN2h6fBUDXcE/LBiKavTaB+hbOxKxiNJVa1HY3tkKGMB+jW5gcHBwoKSkBYOPGjYwYMQIAb29vQ8uTEEJYkw3HLwAwvF2ghSMRzZ2/mxoPJ3u0OoWEzGJLhyOMYHTC1L9/f2bNmsWLL77I3r17ueWWWwCIj4+XOkxCCKtzPq+U4+kF2KhgcGs/S4cjmjmVSmWoNH/qgjQyNCZGJ0zvvvsudnZ2/PDDD3zwwQeEhIQA8Ntvv8k6cEIIq7PphL51qXuEFz6uagtHIwS0ruqWO5Uh45gaE6PHMIWHh/Pzzz9fsf3v68MJIYSlVWp1/HAgFYBhbQMsHI0Qeq0MCZO0MDUmRrcwxcbGcuTIEcPzH3/8kdtuu41//etflJeXmzQ4IYS4ER9sTeBwaj6uajvGdwmxdDhCAJcWf46/IC1MjYnRCdMjjzxCfHw8AGfPnmXy5Mk4Ozvz/fffM3fuXJMHKIQQ1+PsxSKWbjoNwKLx7Q0LnwphadUJ0/m8UgrKKiwcjagvoxOm+Ph4unTpAsD333/PgAED+Oqrr1i+fDmrV682dXxCCHFdtpy6iFan0KeFD7d3ldYlYT08nO0J89YXsFz86wkURbFwRKI+jE6YFEVBp9MB+rIC1bWXwsLCyMrKMm10QghxnQ6cywHg5la+Nda/FMIaLLi1PSoVfL03hWU7kywdjqgHoxOmHj168J///IcVK1awbds2Q1mBxMREAgJkUKUQwvIURWFfkn6pph4R3haORogrDWsXwHO36ItAv7H+FJkFZRaOSNTF6IRp6dKlxMbG8sQTT/Dss88SHR0NwA8//EDfvn1NHqAQQtTHL4fTmfvDIYo0laTklHKxUIODrQ2dQj0sHZoQtXqgXyRdwz0pKdfy+h+nLB2OqIPRZQU6depUY5Zctddffx1bWynxLoQwjTnfH2J3Qja//KM/ns4O1zxWp1P4949HyS4uJ9TL2bAifIcQdxzt5XNJWCeVSsXzt7Zjwvu7+CE2lccGRxPl62LpsMRVGN3CBJCXl8enn37K/PnzycnRjxM4fvw4mZmZJg1OCNE8lVVoWXfwPOfzStlf1bV2LYdS88gu1pc1Wb4riW3xFwHoGSndccK6dQv3ok8LHxQFdpy+aOlwxDUYnTAdPnyYmJgYXn31Vd544w3y8vIAWLt2LfPnzzd1fNe0fft2xo4dS3BwMCqVinXr1tXYrygKCxcuJDg4GCcnJwYNGsSxY8dqHKPRaHjyySfx9fXFxcWFcePGkZqaasarEEL83fH0Aip1+plDiVl1r7e16cSlL2s5xeX8dCgNgN4tfBomQCFMqG9L/e/p7rPZFo5EXIvRCdOsWbOYPn06p0+fxtHxUl2T0aNHs337dpMGV5fi4mI6d+7Mu+++W+v+1157jTfffJN3332Xffv2ERgYyPDhwyksLDQcM3PmTNauXcs333zDjh07KCoq4tZbb0Wr1ZrrMoQQf3MoJc/w89n6JEwn9QlTz0gvw7aHB7RgkKwdJxqBPlUJ019nc6TEgBUzegzTvn37+Oijj67YHhISQkZGhkmCqq/Ro0czevToWvcpisLSpUt59tlnmTBhAgBffPEFAQEBfPXVVzzyyCPk5+fz2WefsWLFCoYNGwbAypUrCQsLY+PGjYwcObLWc2s0GjQajeF5QYGUtxfCFI6ezyc5p4S4yxKmpDoSprS8Uk6kF6BSwfv3dGf98QxaBbhJd5xoNDqFeuJob0NOcTnxF4oMa80J62J0C5Ojo2OtCcKpU6fw87Oeb3OJiYlkZGQwYsQIwza1Ws3AgQPZtWsXAAcOHKCioqLGMcHBwXTo0MFwTG0WL16Mh4eH4REWFtZwFyJEM1Gp1TFt2T4eWxXLb0cuffmqq0vui91JAHQP98LPTc09vSIkWRKNioOdjaH8xV9nsynSVPLKbyc5cK7u8XvCfIxOmMaPH8+iRYuoqNCXc1epVCQnJzNv3jzuuOMOkwd4vapbu/5eGyogIMCwLyMjAwcHB7y8vK56TG3mz59Pfn6+4ZGSkmLi6IVofv46m0NWkb7ltlyrM2zPKCijpLyy1tdk5JexvKro3/8NatngMQrRUKq75f53KI2XfjnBh9sSePKrWMordXW8UpiL0QnTG2+8wcWLF/H396e0tJSBAwcSHR2Nm5sbL730UkPEeEP+XuFXUZQ6q/7WdYxarcbd3b3GQwhxfTSVWvJKyvnlSFqN7ZE+zng52wOQlFVSY5+iKPzvUBqPrjyAplJHjwgvhrTxN1vMQpja2E7BONnbsv9cLl/vTQYgLb+M1bEyCclaGD2Gyd3dnR07drB582ZiY2PR6XR069bNMAbIWgQGBgL6VqSgoCDD9szMTEOrU2BgIOXl5eTm5tZoZcrMzJQinEKYyb2f7uFQSj52tvovKQ8PaMHynUmM7hjEnrPZ5CbnkZhVTLvgS19Mvj+QytwfDgNgb6ti/pg2svyJaNTCfZx5YXx7w+91oLsjGQVlvLflDHd2D8Xe9rqqAAkTMur/QGVlJXZ2dhw9epQhQ4YwZ84c5s6da3XJEkBUVBSBgYFs2LDBsK28vJxt27YZkqHu3btjb29f45j09HSOHj0qCZMQZlBYVsG+pFzKtTpKyrX4ujowd2Rr4hYMZ+7I1kRWFfFLyr40jklTqWXphngAJvYI5benBtBdlj8RTcBd3UN5eEALbor0ZvVjffF1VZOaW8r6YxcsHZrAyBYmOzs7IiIirGbKfVFREWfOnDE8T0xMJC4uDm9vb8LDw5k5cyYvv/wyMTExxMTE8PLLL+Ps7MyUKVMA8PDw4MEHH2T27Nn4+Pjg7e3NnDlz6Nixo1UmgUI0NSfSL5X4cLCz4b7ekdjZ2mBX9W26RVXClJBZZDjuqz3JpOWXEejuyKLxHaSSt2gyVCoV/xrT1vB8Us9Q3tuSwPcHUrilU9A1XinMweguueeee4758+ezcuVKvL0t+61u//79DB482PB81qxZAEydOpXly5czd+5cSktLeeyxx8jNzaVXr16sX78eN7dLUzaXLFmCnZ0dEydOpLS0lKFDh7J8+XJZ5kUIMzh6Ph+AYW0D+PDeboZEqVr7EP06cL8fy+Dp/FIC3Bz5ZPtZAJ4cGi3JkmjS7uwexntbEtgef5GM/DICPRzrfpFoMCrFyCpZXbt25cyZM1RUVBAREYGLS811b2JjY00aYGNQUFCAh4cH+fn5MgBcCCPM/u4Qq2NTeWpoDP8c3uqK/YqicNeHu9l/LpdbOwUx5aZwpny6B3dHO/Y+O0wSJtHk3fXhLvYl5TJ3VGseGxRt6XCaHGP+fhvdwjR+/HgZXCmEMIljafoWpvbBtX9QqVQqXhjfnrHv7ODnw+mcytB34d3aOViSJdEs3Nk9lH1JufxxNEMSJgszOmFauHBhA4QhhGhuyiq0nK4am9ShquutNu2DPZgxoAUfbTtrOP6ObqFmiVEIS+vTwhfQj/fTVGpR28kXBUup9yy5kpISHn/8cUJCQvD392fKlClkZWU1ZGxCiCYs/kIhWp2Cl7M9QXWMzXh6RGvDAqWRPs50C/c0Q4RCWF6YtxNezvaUa3WcvGyShDC/eidMCxYsYPny5dxyyy1MnjyZDRs28H//938NGZsQogmrXmC3fbBHnd38drY2vDelG9P6RvLKHZ1kWIBoNlQqFR1DPQE4nJpn0Viau3p3ya1Zs4bPPvuMyZMnA3DvvffSr18/tFqtzCgTQhht08lM4NKSEHXxcnFg4bj2DRmSEFapS6gH2+Mvcig1n/ssHUwzVu8WppSUFG6++WbD85tuugk7OzvS0tKu8SohhLhSkaaSXWeyARjRLqCOo4Vo3jpVtTBVt8oKy6h3wqTVanFwcKixzc7OjsrK2hfFFEKIq9kef5FyrY5IH2ei/V0tHY4QVq1TmH5SxJmLRWRXLVAtzK/eXXKKojBt2jTUarVhW1lZGY8++miNWkxr1qwxbYRCiCZnw3H9Ug/D2wXIeCQh6uDv5kiwhyNp+WX0XryJZ0a14aGbW1g6rGan3gnT1KlTr9h27733mjQYIUTTV6HVsblq/NLwdoEWjkaIxmH+mLb8d/0pkrJL+HpvsiRMFlDvhGnZsmUNGYcQopnYl5RDfmkF3i4OdI/wsnQ4QjQKYzsH0zPSm96LN5GUXUJ5pQ4Hu3qPqhEmIHdbCGFW1d1xQ9r4Y2sj3XFC1FeAuxpXtR1anUJSdrGlw2l2JGESQpiNoiisP6ZPmGR2nBDGUalUhkkSZ6qq3gvzkYRJCGE2J9ILOZ9XiqO9DTfH+Fk6HCEanZiqhOn0BUmYzE0SJiGE2fzvsL5uW/9oP5wcpOCtEMYytDBdlITJ3CRhEkKYRXmlju/3pwD6FdiFEMaLCahuYZJ15cytXrPkfvrpp3qfcNy4cdcdjBCi6Vp/PIOsonL83dQMbetv6XCEaJSi/dwAOJtVjFanyMQJM6pXwnTbbbfVeK5SqVAUpcbzalqt1jSRCSGalK/3JgMwqWcY9rbSuC3E9QjxcsLR3oayCh0pOSVE+rrU/SJhEvX61NLpdIbH+vXr6dKlC7/99ht5eXnk5+fz66+/0q1bN37//feGjlcI0QiVlmv562wOIN1xQtwIWxsVrQP0rUzVC1gL86h34cpqM2fO5MMPP6R///6GbSNHjsTZ2ZmHH36YEydOmDRAIUTjdzy9AK1OwddVTbi3s6XDEaJRm9QznEOpR/j0z7Pc1ztCCliaidF3OSEhAQ8Pjyu2e3h4kJSUZIqYhBBNzJHUPAA6hXrI2nFC3KA7uofg76YmPb+MdQfPWzqcZsPohKlnz57MnDmT9PR0w7aMjAxmz57NTTfdZNLghBBNw+Hz+QB0DLnyy5YQwjhqO1tmVK0l923VzFPR8IxOmD7//HMyMzOJiIggOjqa6OhowsPDSU9P57PPPmuIGIUQjdyRVH3C1ClUEiYhTKF/jC8gFb/NyegxTNHR0Rw+fJgNGzZw8uRJFEWhXbt2DBs2TJrahRBXKNZUklBVZE9amIQwjUgf/ey4/NIKcovL8XJxsHBETZ/RCRPoywiMGDGCESNGmDoeIUQTkHCxiAU/HuOxwS2xt7VBp0CguyP+7o6WDk2IJsHJwZZAd0cyCspIzC6WhMkMrith2rRpE5s2bSIzMxOdTldj3+eff26SwIQQjcuxtHyeW3eUfwyN4Yf9qew4k0VxeSXD2uoX2e0grUtCmFSkrzMZBWUkZRXTLdzL0uE0eUYnTC+88AKLFi2iR48eBAUFSTecEAJFUVj40zEOJufx9PeHySspB+Bgch7peWUADG8n1b2FMKUoXxf+OptDUlaxpUNpFoxOmD788EOWL1/Offfd1xDxCCEaoV0J2exLygUgq0hTY19GQRmO9jaM6RhkidCEaLKqxzElZpdYOJLmwehZcuXl5fTt27chYhFCNFJvbTwNYKhADNAj4lIXwcj2gbg52ps9LiGasuplUc5lSwuTORidMD300EN89dVXDRGLEKIRyi+pYG+SftmTZdN7ckunIHq38Gbp5C5Urwt6RzdZDkUIU4uqSpgSs4prrO8qGobRXXJlZWV8/PHHbNy4kU6dOmFvX/Nb45tvvmmy4IQQ1u9ERgEAIZ5OBHs68d6UboZ9i8Z3ID2/lP7RvpYKT4gmK9zbGZUKCssqySkux8dVbemQmjSjE6bDhw/TpUsXAI4ePVpjnwwAF6L5OZGuT5jaBbtfse/e3hHmDkeIZsPR3pZgDyfO55WSlF0sCVMDMzph2rJlS0PEIYRopKoTprZBVyZMQoiGFeKpT5gy8jV1HyxuSLNY4riwsJCZM2cSERGBk5MTffv2Zd++fYb906ZNQ6VS1Xj07t3bghEL0Xgcr25hCnKr40ghhKl5ueiHxeRUlfIQDcfoFqbBgwdfs+tt8+bNNxRQQ3jooYc4evQoK1asIDg4mJUrVzJs2DCOHz9OSEgIAKNGjWLZsmWG1zg4SNVUIepSqdURf0G/7Em7IClMKYS5eVdV+M4tloSpoRmdMFWPX6pWUVFBXFwcR48eZerUqaaKy2RKS0tZvXo1P/74IwMGDABg4cKFrFu3jg8++ID//Oc/AKjVagIDA+t1To1Gg0ZzqfmzoKDA9IEL0QiczSqmvFKHq9qOUC8nS4cjRLPj5axPmHIkYWpwRidMS5YsqXX7woULKSqyvlWTKysr0Wq1ODrWXMPKycmJHTt2GJ5v3boVf39/PD09GThwIC+99BL+/rVXJl68eDEvvPBCg8YthLXSVGr5MS6NXWeyOFXVutQm0A0bG5n0IYS5GVqYpEuuwZlsDNO9995rlevIubm50adPH1588UXS0tLQarWsXLmSPXv2kJ6eDsDo0aNZtWoVmzdv5r///S/79u1jyJAhNVqRLjd//nzy8/MNj5SUFHNekhAWtWxnEnN/OMy6uDTDgO/ukbKOlRCWIC1M5nNdi+/WZvfu3Ve04liLFStW8MADDxASEoKtrS3dunVjypQpxMbGAjBp0iTDsR06dKBHjx5ERETwyy+/MGHChCvOp1arUatl+qZonv46mw3ALZ2CGN42ABsbFUPbyDpxQliCtDCZj9EJ098TCEVRSE9PZ//+/Tz//PMmC8yUWrZsybZt2yguLqagoICgoCAmTZpEVFRUrccHBQURERHB6dOnzRypENZNURQOpeQB8PDNLegc5mnReIRo7rwMg74rLBxJ02d0wuThUXMmjI2NDa1bt2bRokWMGDHCZIE1BBcXF1xcXMjNzeWPP/7gtddeq/W47OxsUlJSCAqSxUKFuNy57BJySypwsLORuktCWAFv6ZIzG6MTpsun3jcWf/zxB4qi0Lp1a86cOcPTTz9N69atmT59OkVFRSxcuJA77riDoKAgkpKS+Ne//oWvry+33367pUMXwqrEVbUutQ92x8GuWZRxE8KqVddhKq3QUlquxcnB1sIRNV3XPYbpwIEDnDhxApVKRbt27ejatasp4zKp/Px85s+fT2pqKt7e3txxxx289NJL2NvbU1lZyZEjR/jyyy/Jy8sjKCiIwYMH8+233+LmJoX4hLhcdcLURbrihLAKrmo77G1VVGgVckvKcXKQ8h4NxeiEKTMzk8mTJ7N161Y8PT1RFIX8/HwGDx7MN998g5+fX0PEeUMmTpzIxIkTa93n5OTEH3/8YeaIhGicDkrCJIRVUalUeDk7kFmoIae4nGBPSZgaitFt6k8++SQFBQUcO3aMnJwccnNzOXr0KAUFBfzjH/9oiBiFEBaUW1zO4dQ83ttyhiOpeQB0DZMyAkJYC5kpZx5GtzD9/vvvbNy4kbZt2xq2tWvXjvfee8/qB30LIeovv7SC/64/xTf7Uiiv1Bm2331TOOE+zhaMTAhxOanFZB5GJ0w6nQ57e/srttvb26PT6Wp5hRCiMfp4ewJf7j4HgL+bGncnex7qH8WknmEWjkwIcTlZT848jE6YhgwZwlNPPcXXX39NcHAwAOfPn+ef//wnQ4cONXmAQgjLOJVRCMCs4a14ckj0NRfdFkJYTvVMuZwSqcXUkIwew/Tuu+9SWFhIZGQkLVu2JDo6mqioKAoLC3nnnXcaIkYhhAUkXCwGoEeElyRLQlix6lpM0sLUsIxuYQoLCyM2NpYNGzZw8uRJFEWhXbt2DBs2rCHiE0JYgKZSS3JOCQAt/V0tHI0Q4lqqq33nyKDvBnXddZiGDx/O8OHDTRmLEMJKJGeXoNUpuKrt8HeTdROFsGYyhsk86t0lt2fPHn777bca27788kuioqLw9/fn4YcfRqPRmDxAIYT5JVwsAqCFn4t0xwlh5Xxd9V9qMvLLLBxJ01bvhGnhwoUcPnzY8PzIkSM8+OCDDBs2jHnz5vG///2PxYsXN0iQQgjzqh6/1NJPuuOEsHbV/07P5ZTUKAEiTKveCVNcXFyNWXDffPMNvXr14pNPPmHWrFm8/fbbfPfddw0SpBDCPHaeyWLU0u18sSsJgJZ+LpYNSAhRpwB3NW5qO7Q6haTsYkuH02TVO2HKzc0lICDA8Hzbtm2MGjXK8Lxnz56kpKSYNjohhNnodAov/O8YJzMKySzUd69LC5MQ1k+lUhkmZ5y+UGThaJqueidMAQEBJCYmAlBeXk5sbCx9+vQx7C8sLKy1oKUQonHYciqT+L992MoMOSEah5jqhCmz0MKRNF31TphGjRrFvHnz+PPPP5k/fz7Ozs7cfPPNhv2HDx+mZcuWDRKkEKLhfbA1AYCR7QOwUeln3kTIEihCNAoxAdUJk7QwNZR6lxX4z3/+w4QJExg4cCCurq588cUXODg4GPZ//vnnspacEI1URn4Z+8/lYqOCReM78OyYdqhUoLaztXRoQoh6iK5qYUqQhKnB1Dth8vPz488//yQ/Px9XV1dsbWt+kH7//fe4ukrzvRCN0YmMAkA/ZinA3dHC0QghjBXj7wbA2YvFVGp12NkavZCHqIPRd9TDw+OKZAnA29u7RouTEKLxOJGuT5jaBLlbOBIhxPUI8XTC0d6Gcq2OE+kyjqkhSAoqhOBk1Qds2yA3C0cihLgeNjYqWgXo//2Of28Hb208beGImh5JmIRohv46m839n+/lvS1nyCwsM7QwtQ2UFiYhGqvnbmlH13BPdAqs3HPO0uE0Ode9lpwQonE6n1fKoysPkFdSwfb4i3y5O4msIv0aVG2lS06IRuumKG9WPtiLDgv/4GKhhqwijWHZFHHjpIVJiGakrELLE1/FkldSQZtAN0I8nbhQoEGrU/B0tifAXT5chWjMXNR2RHjry4GclLFMJiUJkxDNhKZSyyMrDnAwOQ83Rzs+ub8Hz97S1rC/baC7LLQrRBPQpqpr/WTV7FdhGpIwCdGE5RaX88OBVCq0Ot7dfIZt8RdxtLfhs6k9CfN2ZlT7QDqE6D9cpTtOiKah+t/y8XRJmExJxjAJ0YS9/OsJvj+QSlpeKf87lAbAf27ryE1R3oB+Zs2SiV34cNtZpveLtGCkQghTaVM121W65ExLEiYhmihFUdhy6iIAn+9MJK+kAgdbG0Z1CKxxXEyAG/+d2NkSIQohGkC7qhamM5lFVGh12EsRS5OQuyhEExV/oYisIg0AeSUVAPRu6YOrWr4nCdGUhXo54aq2o1yrI+GiLJViKvLJKUQTs/pAKuvizhPkceUSJ8Pa+lsgIiGEOalUKtoEurH/XC4n0wsNg8DFjZEWJiGakLc2nmb294f483QW3+1PBaB3C2/D/qFtAywVmhDCjKoHfp+Qgd8mIy1MQjQR+5JyWLIxHgA3RzsKyyoBmD+6Lct2JuLv7kiIp5MlQxRCmEn1wO8TGTLw21QkYRKikdubmIO3iz0fbk0AYGKPUO6+KZxJH/1FoIcjHUM8WDq5q4WjFEKYk7QwmZ4kTEI0YmcyC5n08W5sVSoqdQoqFfzfoGiifF3YPGcgjva22NhIMUohmpvWAW6oVMgSKSYkY5iEaMR+PpyOokClTgFgdIdAonxdAAj1cpYPSSGaKVkixfSaRcJUWFjIzJkziYiIwMnJib59+7Jv3z7DfkVRWLhwIcHBwTg5OTFo0CCOHTtmwYiFqJ9fj6QDMKZjIEPb+DNvVNs6XiGEaC5kiRTTahYJ00MPPcSGDRtYsWIFR44cYcSIEQwbNozz588D8Nprr/Hmm2/y7rvvsm/fPgIDAxk+fDiFhZKVC+t1JrOQ+AtF2NuqWHx7Jz6b1pNwH2dLhyWEsBLV45i+2J3Eg8v3caGgzMIRNW5NPmEqLS1l9erVvPbaawwYMIDo6GgWLlxIVFQUH3zwAYqisHTpUp599lkmTJhAhw4d+OKLLygpKeGrr76ydPhCXNUPB/QJf79oXzyc7S0cjRDC2rStmimXklPKppOZ/GvNERRFsXBUjVeTH/RdWVmJVqvF0bFmET8nJyd27NhBYmIiGRkZjBgxwrBPrVYzcOBAdu3axSOPPHLFOTUaDRqNxvC8oECaO8WNSc4uwd3JDk9nh1r3ZxdpuO+zvVTqdPRu4YMK+GL3OQBu6xJixkiFEI3FoNb+TOkVjqIorD5wnk0nM/n5cDpjOwdbOrRGqcknTG5ubvTp04cXX3yRtm3bEhAQwNdff82ePXuIiYkhIyMDgICAmgX9AgICOHfuXK3nXLx4MS+88EKDxy6avv1JObz483EOpeZjZ6NiRPsAFk/oxNrYVN7fmoCHkz13dA/lQkGZYeXx+AuXljp4ZEALxneRDz8hxJUc7Gx4+faOAAS6O7FkYzxvbzotCdN1avIJE8CKFSt44IEHCAkJwdbWlm7dujFlyhRiY2MNx6hUNadeK4pyxbZq8+fPZ9asWYbnBQUFhIWFNUzwoklb/NtJDqXmY2ujLwvw65EM3NT2/HIknSJNJZmFGl757STVv4qzh7eiUFNJZkEZ/aJ9ubN76FV/T4UQotqUXuEs2RjPmYtFlJZrcXKwtXRIjU6zSJhatmzJtm3bKC4upqCggKCgICZNmkRUVBSBgfqV2zMyMggKCjK8JjMz84pWp2pqtRq1WqZri7rpdAor95yje4QX7YM9auxTFIVTVVV41z3Wj/N5JTy6MpZv96cA0CrAlVs7BfPmhngUBfpF+/Dk0BizX4MQovHzc1Pj6+pAVlE58RcK6RzmaemQGp0mP+j7ci4uLgQFBZGbm8sff/zB+PHjDUnThg0bDMeVl5ezbds2+vbta8FoRVOw/vgF/v3jMZ76Ju6KfWn5ZRRpKrGzUdE60I2R7QPpHHopqXpkQEv+MTSGOSNaEenjzPO3tjNj5EKIpkbKDNyYZpEw/fHHH/z+++8kJiayYcMGBg8eTOvWrZk+fToqlYqZM2fy8ssvs3btWo4ePcq0adNwdnZmypQplg5dNHK7ErIAOJNZRHJ2SY198Rf0rUtRvi442NnofxeHtwIgxNPJMM7giSExbH16sKw4LoS4IW0Cq9aXk0KW16VZdMnl5+czf/58UlNT8fb25o477uCll17C3l4/FXvu3LmUlpby2GOPkZubS69evVi/fj1ubm4Wjlw0dnvO5hh+3hqfyf19Ig3PT1clTK0CLv2eDW7tz8oHexHm7YSDXbP4PiOEMJM2QTVbmPaczWZN7Hn+NaatlCaph2aRME2cOJGJEydedb9KpWLhwoUsXLjQfEGJJi+nuJxTFy59k9t66mKNhKl6tltMgGuN1/WP8TVLfEKI5qW6helkRqF+hYv/HedEegH+7mpmj2ht4eisn3yFFaKB7E3Uty65qfXfS3YlZFFWoeWtjacZtXQ764/pS1q0DpCWTCFEw4v2d8XWRkVeSQWxyXmcqCpVsib2PDqdFLSsS7NoYRLCXC4UlPH+ljP8ciSd8kodAOO6BLPpRCYZBWU8suIA2+Iv1nhNjCRMQggzcLS3pYWvC6czi1iyId6w/XxeKX+dzaZvtLRuX4u0MAlhIlqdwr2f7uGL3efIKiqnoKwSgD4tfZg5TF8O4O/JEkCkrP8mhDCTAa38ANhxRj8hpboF/IcDqRaLqbGQhEkIE/n5cBqnM4vwcLJn2bSeLBzbjlnDWzG6QxCTbwrnjbs642BrQ/9oX567pS0AXcM9sbOVf4ZCCPN4algM/m6X6gg+P1ZfruTnI+lk5MvivNciXXJCXIdVe86x60w2L93eAU9nB/3YpE2nAXh4QAsGt/G/4jV3dg9lVIdAnO1tUamgdaAbUb4u5g5dCNGMuTva8+JtHXhkxQFaBbhyV/dQvt+fwr6kXD7clsDCce0tHaLVkoRJNCspOSUUlFVcUXXbGFqdwiu/nqRQU0mlTkfHEA8+3ZFIXkkFns723N8n4qqvdVVf+id3c4zfdccghBDXa2T7QFb/X1+CPBz19d+GteKeT/fw1d5kxncJpk2gO6UVWrxdal8MvLmShEk0G4qiMPnjv8gsLGPXvKH4uV3f8jYn0gso1OjHJ/1x7AJ/HLsAQJCHIy+O74Cbo9QzEUJYt+4RXoaf+7b04aYob/Ym5nD7+7uwUYFOga9m9KJ3lA+FZZVSpwkZwySakYyCMs7nlVKhvbSGmzGKNJWkVc0mgUutRR5O9rw5sTM7nhnCsHa1rz8ohBDWSqVS8e6UrkzoFmJIlgB+PZLO0k2n6bxoPTtOZ1k2SCsgLUyi2aiuOQKQmF1sVIFIRVG477M9HDtfQKi3EwBPDImme4QXUb4u+LrKYsxCiMbL382RNyd24V9j2rLx+AXmrTnCX2dzKKqa7fvTofMEejjy7b5k/jE0plm2pEsLk2g2Ll8/KSmr+JrHVmp1rD6Qyvm8UgAOpuRxMDmPcq2Osxf1r+3dwoeekd6SLAkhmgxfVzUj2gcC+jUwMwr0M+d2n83m+XVH+eTPRL7cfc6SIVqMJEyi2bi8hamuhGl1bCqzvz/ErW//yYFzuXy9J7nGfhcHWzoEy2K4Qoimx9vFgVZ/W7IpJaeUvxL1wxEOpeTV2Lfh+AVGLd3O8bQCmjJJmESzcfKycUuJ2ddOmDadyAQgt6SCSR/tZl3ceQAmdA0B9MXfpH6SEKKp6hXlc8U2pWps05Hz+YZtmkot//7xKCczClkd27SLX8onvmgWyiq0nL1YZHieklNCpVZX67HllTp2Jei/SXUL96RSp1ChVYj2d+W/Ezvz/aN9eGVCJ7PELYQQlnBTlLfh5/FdgmvsS88vI7NQ31W3JvY86VUFL6WFSYhG6PSFwhrNxqcvFKFTwMvZHgc7Gyq0Cml5ZVRodXy7L5kLBZcq3MYm51KkqcTbxYEfHu3L6v/rywP9ovjvXZ1RqVT0jPSWKbZCiCZtQIwfQR6ODG3jz4RuoYbt1eVYjp7PR6tT+GBrgmHfiYwCFKXpLuIrs+REk1NSXsmdH+6mtFzLtrmDcFXb8fnORADaBrlzsVDD6cwiErOLWXvwPEs2xnNLpyDem9INgO1V673dHOOLjY2K7hFeNWqWCCFEU+fhbM/u+UNRFH0L++gOgUT5upBRUMaa2PMcTs3Hy9mB5JwS3BztKCnXkldSQUZBGUEeTpzMKMDB1oYWfq51v1kjIQmTMLsKrY5HVxzAz03NK3eYvmtrw/EL5JdWAPqxSN/sS+boeX1T8W1dQthw4gKnM4uIzyhkxV9JAOxOyEZRFLQ6hfXH9YUoB7aSStxCiOZNpVLhYKfig3u7A7B8ZyJrYs9zJDUfR3tbAPq08CEpu5j4C0WcSC+golJh3Ds7QQXvT+nWZOrTScIkzO7I+Xw2ndQPqp43ug2ezqYtv7/24HnDz+9uPkNGQRmuajs+uLcbN8f4caZqLNOnO86SVVQOQE5xOQkXi/jtSAZnMotwc7RjcOsr14MTQojmrGOoflmpgyn6MiugH+/k5GBblTAVsvFEpmHfIysPsOKBm+gbXf+6d9ZKxjAJszuYnGf4+eR1VNy+lqwiDX9eVpG2uobIuC7BhrXbBlT990KBBgCVSn/s8l1JhgV0F41vj5esoySEEDV0DPHEx8WBnOJyw2dt7xY+tA3Sl1nZeiqTH/brZ8t1DvNEq1P4fGeS4fW/HE5nQ1UrfmMjCZMwu9jkXMPP17NECehnsv1xTN8a9P3+FKYv28uR1Hx+O5KOVqfQKdQD/8vWipvUI8zwc/8YX5ZN70mbQDda+rlwX2/9Yrkr/0qmUqfvq7+tS8h1Xp0QQjRdDnY2TL7p0uepm9qOtkHuhoRpX1Iu5VodPSO9eK1qyMX2+IsUlFWw+eQFHv8qlkdXHiC7SGOR+G+EdMkJs4v7WwvTt/uScXawY3i7AG57byeO9rb88Gifa9Y5+nh7Am+sj79iu01Vc9GYjkGcvVjEd/tTaRPoRqeqZuRqg1v7G7rctsdfNFSudbCz4blb26GqbnYSQghRwz29IvhgawI6BXpEemFro6JjiAdO9raUVmgJdHdkwdj2tApwJdrflTOZRXy3L4WPtp8FQKtT2BZ/kQndQqnU6jiUmk9MgCvuVr7ciiRMjcB7W85wMDmP9+7pitrO1tLhXFNSVjGvrz9FuyB3Hh8cDUBydglf7U1mbOcgfF3VhuVGADYcz+DrvcmoVDBrWCtDF9364xcY0zHoqu/zx7FLTbrV/0h3JWRja6NPdAbE+DGkjT+nLhQxa3irayZA3SK8DAtOPtAvihBPpxu6B0II0ZQFezoxukMQvxxJZ0DV5BhvFwd+fKIfRZpKOod6Gj6Lb+0UxNKNp/nPLydqnGPLKX3CtHxXEv/55QQOdjZM7xfJvFFtrPYLqyRMVq6sQstbG09TrtWxPymXfvUYOHf6QiHH0wsY1znYrL94G49f4ImvYymr0PH70Qzu7xOBm6M9i34+zsYTF/h4ewI9IvTF0FzVdhRpKg2DrhUF3tx4qcVo+c6kGgnTzjNZ7DiTRWm5ltu7hhgqzf45dzCBHo4Men2rIRHzdVXTJtANGxsVPz7er864XdV2zLi5BUfT8nlscEuT3Q8hhGiqXrmjI6M6BDK6Q6BhW6sAtyuOq06YAMK9nXl4QAueW3eU7fEXqdTq2HlGPw6qvFLHR9vOMiDGr15/5yxBEiYrd+iymQiJWcX1+kWa/f0hDqfmo7azYVSHq7fSXK/q6feXd5kpisLLv56grEIfq1ansDshm0Gt/dmdoP8HoVNgb1IOAKM7BLIu7jwVWuWyc+j/a2ejYm9SDot/O0HXME/ySyt4ZvURw3E/HNAPKOwQ4k6YtzMAg9v4sfIv/Xpv1fWTjDF/TFujjhdCiObMzdGesZ2D6zwu2t+NpZO6UFxeyZ3dQ7GzseGN9afIK6kgLiWPY1XVwdsFuXM8vYAPtyVYbcIkg76t3N7EHMPPiXUsGAug0ymGbq1Vf1swtj4qtDpSckquecySDfG0/ffvHDh3KbZ9SbmczSrG2cHWsN7ajjNZHEzOpbhci6+rAz882odhbQPwc1Nzd69wWlYVNHNztCPSR5/49Iv24ZZO+iTvo21neXRlrCFZGt4uAEd7G4o0lUDNOklD2lwqAXBzjHX+YxNCiObotq4h3NMrArWdLbY2KsNM5W/3pZBZqEGlgrcmd8HWRsWfp7M4kppfxxktQxImK1fdIgP1S5jS8kspr9S38vx5OqvW5CezQL8kSLUKrY78kgq0OoVpy/Zy82tb2HM2u9bzF2sq+WxHIhVahc92JBq2f7NPn5yN7RTMiPb6Jtodp7MM0077RfvSI9KbT6f2YN+zw+gW7kW7qlkVt3QM4tlb2hHm7cQ/hsTw/K3tmDkshsk9wwwz3e7qHspH93bn8UHRhvcc2OpSktS3pS+ezvao7WzoLwmTEEJYraFt9Z/da6pq5rX0cyUmwI1xVS1WH25PuOprLUm65KxYpVbHgXOXpuAnZhUTf6GQ5OySq1ZO/XtS9dH2BB4Z0JKv9iYzpI0/zg62jHt3Jy18Xfh8Wk/CvJ15du0RvtufSudQDw5VZfbf7U+lV4srV6v++XAaxeVaADYez+S9LWdYtjOJ7GL9FNFJN4XR0s8VGxWczSo2rF5dXQPpco8PicZZbcs/hsTg7+7I8MuuaeawVoZ7kJRdTEs/V1QqFTMGtGDLKX3Ry67hnobjq2fWlVXo8HdzvPaNFUIIYTGD2/hjb6syDMloH6z/8vzIwBasPXie346kk5hVTJSviyXDvIK0MFmxY2kFlJRrcagaK5ScU8K0z/fy0Jf7OZZWe5NlUlXC5Fm1OOzKv5IZ8PoWPtiawJNfHeT7/alodQqnM4u4/f2dHEvLN1TGPnRZM+j64xmGlqrLfbMvxfBzuVbH63+cIqtIg6JAjwgvuoZ54uFkT+cwTwDDKta1dZO19HPlP7d1xN/96gmOna0N0f5uhsHrjva2rHmsH2se64f938oORPu70SHEo7bTCCGEsBLujvb0vuwLeYdg/ed2m0B3hrTxR6fAx1UlCAAKyyqY8/0hMi9bJN0SJGGyYtXjl/rH+OJkb4tWp5BWlYDEpeTVODarSMOhlDzOViVMd3UPZeHYdjjZ2xoGU2cUlLFqj77ekKezPVlF5Ty4fD8VWoUQTye6hXvyxOBo/NzUFJZVsuPMxRrvcfR8PgeT87CzUfHowEuzye6+KYw/5w7m20f6GBKbRwe2JNzbGQ8ne+7sHkrANZIiIYQQzUv10A241MIE8H+D9H9bVh9IJa+knKwiDXd/8hc/HEjlsVWxKIpyxbnMRbrkrNjQtv7Y2KgI83IiPb+ME+kFhn0n0y9VyE7KKmbiR7vJLNQQ5KFPTKJ8XZnSK5xRHfQFHP84lsEXu89RoVVwVdvx3pRu3PPpHsPSIVN6hRvqJhWWVfDF7nP8fCidIW0CKCmvxNHOlnc266eG3tIpiIcHtODnw2m09HPlhXEdcLCrmXuPbB/IyMv+QQghhBDVRrQLYMGPR7G1UdE++FLPQM9Ib9oGuXMivYBfjqSzYvc5TmYU4uPiwMJx7S1ao0kSJivWws+VFlUzyX6MS6uZMGXof84sLOOeT/eQWagfQ1TdBRbpq591FujhSKCHI+5O9nxRVc16WFt/+kX70qeFD7urBneP7XRpeujYzsF8sfsca+PO4+euZsXuc3g5O3A+rxSVCp4cEo23iwN/zh0MYLVFxoQQQlinAHdHPp3aAxUqPJxrVvi+tVMQJ9ILeOW3kxSWVeLlbM/3j/Yx/D20FOmSayT+PvjtZHohiqLw4s8nOJ9XivffFopt4VvzF6t9sLtheZDbqqb9/3N4K2xtVPRt6UN41bR+gO4RXtx9UxiKop/aX1KuNRSFvLVTMNH++uJkKpVKkiUhhBDXZUibAAZfVhKmWvUX+MIyfQmZB/tHWTxZAmlhajSqZ4QNbxfA1lOZFGoq+X5/Kv87lIaNCr6YfhOPrNhPWn4ZTva2BLira7xepVLxyf09OH2hyDDt/qYobzbNGoiPq8MVx74wrgMJmcXsTcphap8IXNR2HErNY+7I1ma5XiGEEM1TuI+zYda2q9qO+/pEWjokoBm0MFVWVvLcc88RFRWFk5MTLVq0YNGiReh0l2aATZs2zdBaUv3o3bu3BaO+0pA2/nw1oxf/ndjZUPBx7urDANzXO4KOoR7c3k3fchTp61Jry0+Au+MVNYoifV1wq2XBQwc7G1bN6MXWOYN4YXwH5o5qw6qHehsqawshhBAN5Z7eEQA8MqAFHk7WsShvk29hevXVV/nwww/54osvaN++Pfv372f69Ol4eHjw1FNPGY4bNWoUy5YtMzx3cHCo7XQWo1Kp6NtSn+y0DXI3VPMO8nBk1gh9q8/UvpEcSsnnju4hJnlPe1sbIq2sDoYQQoim767uofSP9jVMZLIGTT5h2r17N+PHj+eWW24BIDIykq+//pr9+/fXOE6tVhMY2DhmdbX0u5TE/HdiZ0P27e/myMqHelkqLCGEEMIkVCoVwZ5Olg6jhibfJde/f382bdpEfHw8AIcOHWLHjh2MGTOmxnFbt27F39+fVq1aMWPGDDIzM696To1GQ0FBQY2HOY3rHEKEjzPzRrcxtDoJIYQQouGoFEtWgTIDRVH417/+xauvvoqtrS1arZaXXnqJ+fPnG4759ttvcXV1JSIigsTERJ5//nkqKys5cOAAarX6inMuXLiQF1544Yrt+fn5uLu7X7FdCCGEENanoKAADw+Pev39bvIJ0zfffMPTTz/N66+/Tvv27YmLi2PmzJm8+eabTJ06tdbXpKenExERwTfffMOECROu2K/RaNBoNIbnBQUFhIWFScIkhBBCNCLGJExNfgzT008/zbx585g8eTIAHTt25Ny5cyxevPiqCVNQUBARERGcPn261v1qtbrWlichhBBCNE1NfgxTSUkJNjY1L9PW1rZGWYG/y87OJiUlhaCgoIYOTwghhBCNQJNvYRo7diwvvfQS4eHhtG/fnoMHD/Lmm2/ywAMPAFBUVMTChQu54447CAoKIikpiX/961/4+vpy++23Wzh6IYQQQliDJp8wvfPOOzz//PM89thjZGZmEhwczCOPPMK///1vQN/adOTIEb788kvy8vIICgpi8ODBfPvtt7i5uVk4eiGEEEJYgyY/6NscjBk0JoQQQgjrYMzf7yY/hkkIIYQQ4kZJwiSEEEIIUQdJmIQQQggh6iAJkxBCCCFEHSRhEkIIIYSogyRMQgghhBB1kIRJCCGEEKIOkjAJIYQQQtShyVf6Nofq2p8FBQUWjkQIIYQQ9VX9d7s+NbwlYTKBwsJCAMLCwiwciRBCCCGMVVhYiIeHxzWPkaVRTECn05GWloabmxsqleqqxxUUFBAWFkZKSoosodKA5D6bj9xr85D7bD5yr83DWu6zoigUFhYSHByMjc21RylJC5MJ2NjYEBoaWu/j3d3d5R+iGch9Nh+51+Yh99l85F6bhzXc57palqrJoG8hhBBCiDpIwiSEEEIIUQdJmMxIrVazYMEC1Gq1pUNp0uQ+m4/ca/OQ+2w+cq/NozHeZxn0LYQQQghRB2lhEkIIIYSogyRMQgghhBB1kIRJCCGEEKIOkjAJIYQQQtRBEqZ62L59O2PHjiU4OBiVSsW6detq7J82bRoqlarGo3fv3nWe98iRIwwcOBAnJydCQkJYtGhRjfVstm7desV5VSoVJ0+eNPUlWg1L3WsAjUbDs88+S0REBGq1mpYtW/L555+b8vKshqXuc23nValUtG/f3tSXaDUs+Tu9atUqOnfujLOzM0FBQUyfPp3s7GxTXp7VsOR9fu+992jbti1OTk60bt2aL7/80pSXZnUa4l6XlZUxbdo0OnbsiJ2dHbfddlutx23bto3u3bvj6OhIixYt+PDDD010VXWTSt/1UFxcTOfOnZk+fTp33HFHrceMGjWKZcuWGZ47ODhc85wFBQUMHz6cwYMHs2/fPuLj45k2bRouLi7Mnj27xrGnTp2qUQnVz8/vBq7GulnyXk+cOJELFy7w2WefER0dTWZmJpWVlaa5MCtjqfv81ltv8corrxheU1lZSefOnbnrrrtMcFXWyVL3eseOHdx///0sWbKEsWPHcv78eR599FEeeugh1q5da7oLtBKWus8ffPAB8+fP55NPPqFnz57s3buXGTNm4OXlxdixY013gVakIe61VqvFycmJf/zjH6xevbrWYxITExkzZgwzZsxg5cqV7Ny5k8ceeww/P7+rxmFSijAKoKxdu7bGtqlTpyrjx4836jzvv/++4uHhoZSVlRm2LV68WAkODlZ0Op2iKIqyZcsWBVByc3NvMOrGyZz3+rffflM8PDyU7OzsGw270THnff67tWvXKiqVSklKSjI27EbJnPf69ddfV1q0aFHjdW+//bYSGhp6XbE3Jua8z3369FHmzJlT43VPPfWU0q9fv+uKvbEx1b2uz+vnzp2rtGnTpsa2Rx55ROndu/d1v5cxpEvORLZu3Yq/vz+tWrVixowZZGZm1tg/bdo0Bg0aZHi+e/duBg4cWKNo18iRI0lLSyMpKanGa7t27UpQUBBDhw5ly5YtDXkZjUJD3OuffvqJHj168NprrxESEkKrVq2YM2cOpaWl5rgkq9SQv9PVPvvsM4YNG0ZERERDXEKj0RD3um/fvqSmpvLrr7+iKAoXLlzghx9+4JZbbjHHJVmlhrjPGo0GR0fHGudxcnJi7969VFRUNNi1WDtj73V97N69mxEjRtTYNnLkSPbv32+Wey0JkwmMHj2aVatWsXnzZv773/+yb98+hgwZgkajMRwTFBREeHi44XlGRgYBAQE1zlP9PCMjw/Cajz/+mNWrV7NmzRpat27N0KFD2b59uxmuyjo11L0+e/YsO3bs4OjRo6xdu5alS5fyww8/8Pjjj5vhqqxPQ93ny6Wnp/Pbb7/x0EMPNdBVNA4Nda/79u3LqlWrmDRpEg4ODgQGBuLp6ck777xjhquyPg11n0eOHMmnn37KgQMHUBSF/fv38/nnn1NRUUFWVpYZrsz6XM+9ro+r/f+orKw0z702SztWE0ItzY9/l5aWptjb2yurV6++6jHDhw9XHn744RrbUlNTFUDZvXv3VV936623KmPHjjUq5sbKnPd6+PDhiqOjo5KXl2c4ZvXq1YpKpVJKSkqu/yIaAUv9Tr/88suKj4+PotForivuxsic9/rYsWNKUFCQ8tprrymHDh1Sfv/9d6Vjx47KAw88cMPXYe3MeZ9LSkqU6dOnK3Z2doqtra0SHByszJ07VwGUCxcu3PC1WDtT3evLXa1LLiYmRnn55ZdrbNuxY4cCKOnp6fUN+bpJC1MDCAoKIiIigtOnT1/1mMDAwCu+dVc3Wf49g75c7969r3ne5sZU9zooKIiQkBA8PDwMx7Rt2xZFUUhNTW2AyBsXU/9OK4rC559/zn333VfnYNDmxlT3evHixfTr14+nn36aTp06MXLkSN5//30+//xz0tPTG+4CGglT3WcnJyc+//xzSkpKSEpKIjk5mcjISNzc3PD19W24C2hE6nOv6+Nq/z/s7Ozw8fG5oXPXhyRMDSA7O5uUlBSCgoKuekyfPn3Yvn075eXlhm3r168nODiYyMjIq77u4MGD1zxvc2Oqe92vXz/S0tIoKioyHBMfH4+NjQ2hoaENFn9jYerf6W3btnHmzBkefPDBhgq50TLVvS4pKcHGpuZHvK2tLcAV0+KbI1P/Ttvb2xMaGoqtrS3ffPMNt9566xX3v7mqz72ujz59+rBhw4Ya29avX0+PHj2wt7e/oXPXS4O3YTUBhYWFysGDB5WDBw8qgPLmm28qBw8eVM6dO6cUFhYqs2fPVnbt2qUkJiYqW7ZsUfr06aOEhIQoBQUFhnPMmzdPue+++wzP8/LylICAAOXuu+9Wjhw5oqxZs0Zxd3dX3njjDcMxS5YsUdauXavEx8crR48eVebNm6cA9W7WbIwsda8LCwuV0NBQ5c4771SOHTumbNu2TYmJiVEeeughs16/uVjqPle79957lV69epnlWi3NUvd62bJlip2dnfL+++8rCQkJyo4dO5QePXooN910k1mv31wsdZ9PnTqlrFixQomPj1f27NmjTJo0SfH29lYSExPNeflm1RD3WlH03cgHDx5Uxo4dqwwaNMjwHtXOnj2rODs7K//85z+V48ePK5999plib2+v/PDDD2a5bkmY6qF6ev/fH1OnTlVKSkqUESNGKH5+foq9vb0SHh6uTJ06VUlOTq5xjqlTpyoDBw6sse3w4cPKzTffrKjVaiUwMFBZuHBhjenXr776qtKyZUvF0dFR8fLyUvr376/88ssv5rhki7HUvVYURTlx4oQybNgwxcnJSQkNDVVmzZrVZMcvWfI+5+XlKU5OTsrHH3/c0JdpFSx5r99++22lXbt2ipOTkxIUFKTcc889SmpqakNfskVY6j4fP35c6dKli+Lk5KS4u7sr48ePV06ePGmOS7aYhrrXERERtZ73clu3blW6du2qODg4KJGRkcoHH3zQ0JdroFIUaZsVQgghhLgW6WAVQgghhKiDJExCCCGEEHWQhEkIIYQQog6SMAkhhBBC1EESJiGEEEKIOkjCJIQQQghRB0mYhBBCCGFR06ZN47bbbrN0GNckCZMQQghh5RYvXkzPnj1xc3PD39+f2267jVOnTtU4RlEUFi5cSHBwME5OTgwaNIhjx44Z9ufk5PDkk0/SunVrnJ2dCQ8P5x//+Af5+fk1zjNu3DjCw8NxdHQkKCiI++67j7S0tGvGt3XrVlQq1RWP5557znQ3oRZ1XfPfjx09ejQqlYp169YZ/V6SMAkhmq3qD/m8vDxLhyLENW3bto3HH3+cv/76iw0bNlBZWcmIESMoLi42HPPaa6/x5ptv8u6777Jv3z4CAwMZPnw4hYWFAKSlpZGWlsYbb7zBkSNHWL58Ob///vsVazoOHjyY7777jlOnTrF69WoSEhK488476xXnqVOnSE9PNzzmzZtnuptQi7qu+XJLly5FpVJd/5uZraa4EEJY2MCBA5WnnnrK8Fyj0Sjp6elXLCkihLXLzMxUAGXbtm2KoiiKTqdTAgMDlVdeecVwTFlZmeLh4aF8+OGHVz3Pd999pzg4OCgVFRVXPebHH39UVCqVUl5eftVjqpdLyc3NrXV/amqqMnHiRMXT01Px9vZWxo0bV2O9valTpyrjx49XFi5cqPj5+Slubm7Kww8/rGg0mqu+pzHXHBcXp4SGhirp6ekKoKxdu/aq570aaWESQjRbDg4OBAYG3ti3TiEsoLobzdvbG4DExEQyMjIYMWKE4Ri1Ws3AgQPZtWvXNc/j7u6OnZ1drftzcnJYtWoVffv2xd7e/rpiLSkpYfDgwbi6urJ9+3Z27NiBq6sro0aNory83HDcpk2bOHHiBFu2bOHrr79m7dq1vPDCC1c9b32vuaSkhLvvvpt3332XwMDA67oGkC45IUQzMW3aNLZt28Zbb71lGF+xfPnyGl1yy5cvx9PTk59//tkwzuPOO++kuLiYL774gsjISLy8vHjyySfRarWGc5eXlzN37lxCQkJwcXGhV69ebN261TIXKpo8RVGYNWsW/fv3p0OHDgBkZGQAEBAQUOPYgIAAw76/y87O5sUXX+SRRx65Yt8zzzyDi4sLPj4+JCcn8+OPP9YrttDQUFxdXQ2P7OxsvvnmG2xsbPj000/p2LEjbdu2ZdmyZSQnJ9f4d+Lg4MDnn39O+/btueWWW1i0aBFvv/02Op2u1veq7zX/85//pG/fvowfP75e13A1taeUQgjRxLz11lvEx8fToUMHFi1aBFDr4NCSkhLefvttvvnmGwoLC5kwYQITJkzA09OTX3/9lbNnz3LHHXfQv39/Jk2aBMD06dNJSkrim2++ITg4mLVr1zJq1CiOHDlCTEyMWa9TNH1PPPEEhw8fZseOHVfs+3trqaIotbagFhQUcMstt9CuXTsWLFhwxf6nn36aBx98kHPnzvHCCy9w//338/PPP6NSqWjfvj3nzp0D4Oabb+a3334zvO7PP//Ezc3N8NzLy4sDBw5w5syZGtsBysrKSEhIMDzv3Lkzzs7Ohud9+vShqKiIlJQUduzYUSOx++2337C1ta3zmn/66Sc2b97MwYMHr7hGY0nCJIRoFjw8PHBwcMDZ2dnQLH/y5MkrjquoqOCDDz6gZcuWANx5552sWLGCCxcu4OrqSrt27Rg8eDBbtmxh0qRJJCQk8PXXX5OamkpwcDAAc+bM4ffff2fZsmW8/PLL5rtI0eQ9+eST/PTTT2zfvp3Q0FDD9urf6YyMDIKCggzbMzMzr2iBKSwsZNSoUbi6urJ27dpau9p8fX3x9fWlVatWtG3blrCwMP766y/69OnDr7/+SkVFBQBOTk41XhcVFYWnp2eNbTqdju7du7Nq1aor3sfPz6/Oa1apVIwbN45evXoZtoWEhJCenl7nNW/evJmEhIQrYrrjjju4+eabjWoJloRJCCEu4+zsbEiWQN+8HxkZiaura41tmZmZAMTGxqIoCq1atapxHo1Gg4+Pj3mCFk2eoig8+eSTrF27lq1btxIVFVVjf1RUFIGBgWzYsIGuXbsC+q7ibdu28eqrrxqOKygoYOTIkajVan766SccHR3r9d6g/50GiIiIMCr2bt268e233+Lv74+7u/tVjzt06BClpaWGJOyvv/7C1dWV0NBQbGxsrmihqs81z5s3j4ceeqjG6zp27MiSJUsYO3asUdchCZMQQlzm79+2VSpVrduqx1XodDpsbW05cOCAoYug2uVJlhA34vHHH+err77ixx9/xM3NzTBGx8PDAycnJ1QqFTNnzuTll18mJiaGmJgYXn75ZZydnZkyZQqgb1kaMWIEJSUlrFy5koKCAgoKCgB9S4+trS179+5l79699O/fHy8vL86ePcu///1vWrZsSZ8+fa4r9nvuuYfXX3+d8ePHs2jRIkJDQ0lOTmbNmjU8/fTThpay8vJyHnzwQZ577jnOnTvHggULeOKJJ7CxqX24dX2uOTAwsNaB3uHh4VcknXWRhEkI0Ww4ODjUGKxtCl27dkWr1ZKZmcnNN99s0nMLUe2DDz4AYNCgQTW2L1u2jGnTpgEwd+5cSktLeeyxx8jNzaVXr16sX7/e0DJz4MAB9uzZA0B0dHSN8yQmJhIZGYmTkxNr1qxhwYIFFBcXExQUxKhRo/jmm29Qq9XXFbuzszPbt2/nmWeeYcKECRQWFhISEsLQoUNrtDgNHTqUmJgYBgwYgEajYfLkySxcuPCa567rmk1JpVS3tQkhRBP38MMPExcXx3fffYerqyuHDx9m6NCh5Obm4unpyfLly5k5c2aNQpYLFy5k3bp1xMXFGbZNmzaNvLw8Q7Xge++9l507d/Lf//6Xrl27kpWVxebNm+nYsSNjxowx70UKIRqElBUQQjQbc+bMwdbWlnbt2uHn50dycrJJzrts2TLuv/9+Zs+eTevWrRk3bhx79uwhLCzMJOcXQlietDAJIYQQQtRBWpiEEEIIIeogCZMQQgghRB0kYRJCCCGEqIMkTEIIIYQQdZCESQghhBCiDpIwCSGEEELUQRImIYQQQog6SMIkhBBCCFEHSZiEEEIIIeogCZMQQgghRB0kYRJCCCGEqMP/A2uCH9yvsKeLAAAAAElFTkSuQmCC", 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", "text/plain": [ "
" ] @@ -757,9 +817,9 @@ "\n", "The last stat that IEC-40 requests are the decidecade SPLs, where the SPL is calculated for each decidecade frequency band. Note that the IEC-40 labels these as synonymous the third-octave SPLs; while for some applications this may be true, mathematically they have different definitions. \n", "\n", - "To explain, a true octave is a frequency band where the upper frequency is double (i.e., base 2) that of the lower frequency. Third octaves are often measured because mammals to have evolved to interpret sound at this bandwidth. The true one-third octave is a frequency band where the upper frequency is 2^(1/3) = 1.25992 times the lower frequency. The decidecade band referenced by the IEC-40 refers to the one-tenth octave of base 10, where the upper frequency is 10 times that of the lower frequency. Mathematically this means the decidecade band has a bandwidth of 10^(1/10) = 1.25892. So, when reporting frequency analysis, it is important to note both the octave and its bandwidth.\n", + "To explain, a true octave is a frequency band where the upper frequency is double (i.e., base 2) that of the lower frequency. Third octaves are often measured because mammals to have evolved to interpret sound at this bandwidth. The true one-third octave is a frequency band where the upper frequency is 2^(1/3) = 1.25992 times the lower frequency. The decidecade band referenced by the IEC-40 refers to the one-tenth octave of base 10, where the upper frequency is 10 times that of the lower frequency. Mathematically this means the decidecade band has a bandwidth of 10^(1/10) = 1.25892. In general, when reporting frequency analysis, it is important to note both the octave and its bandwidth.\n", "\n", - "We can calculate the SPL in each decidecade band using the function `decidecade_sound_pressure_level`. This function uses the same calculation as `sound_pressure_level` above and runs it on each tenth octave band. It returns 1 SPL in each frequency band every timestamp, so our boxplots show 5 minutes worth of SPL measurements in each decidecade band. You'll notice a similar spread as in the SPSDL boxplots, especially in the upper quantile. Boats are loud." + "We can calculate the SPL in each decidecade band using the function `decidecade_sound_pressure_level`. This function uses the same calculation as `sound_pressure_level` above and runs it on each tenth octave band. It returns 1 SPL in each frequency band every timestamp, so our boxplots show 5 minutes worth of SPL measurements in each decidecade band. You'll notice a similar spread as in the SPSDL boxplots, especially in the upper quantile." ] }, { @@ -767,15 +827,23 @@ "execution_count": 20, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\mcve343\\MHKiT-Python\\mhkit\\acoustics\\analysis.py:87: UserWarning: `fmax` = 48000 is greater than the Nyquist frequency. Settingfmax = 39810.71705534977\n", + " warnings.warn(\n" + ] + }, { "data": { "text/plain": [ - "[[,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ],\n", + "[[,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ],\n", " [Text(0.0, 0, '0'),\n", " Text(1.0, 0, '1'),\n", " Text(2.0, 0, '2'),\n", @@ -794,7 +862,7 @@ }, { "data": { - "image/png": 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+bD788EPy8vIIDg4mKyuLRx55hL6+vkHHTk9PJygoiJSUFO69997h/+cJ4QLeVBzslltuISgoiFtuucXdofiMZcuWsWjRIpYtW+buUJzi9Mr7rljWL4StZJm9EEIIj9Pa2sqnn37KY489RkhIyKDbkpKSuPXWW3nrrbd44YUXrHq+8PBw1q9fT0pKCgcPHuTHP/4x4eHh/PrXv7bc58SJE7z33nt89NFHtLW1cdNNN/H73/+exx57jD//+c8cO3aMyZMns3r1agDi4+MpLy8/53E//fRTli5dyjPPPMMll1zCiRMn+MlPfgLAww8/zNtvv81TTz3Fm2++yaRJk6ivr2f//v02/E8J4T7Lly9nx44dtLS0sG3bNneHc06lpaWDvvqitWvXWpbZu8KcOXNcspzfXU6vvC9L7IUnkmReCCGExykpKUFRFMsHqdPl5OTQ1tZGU1OTVc/3u9/9zvJ9ZmYmy5Yt46233hqUzJvNZtavX094eDgAP/jBD/jPf/7DY489RmRkJIGBgWg0GpKSkqx+HY899hi//e1vue222wDIyspizZo1/PrXv+bhhx+msrKSpKQkrrzySgICAkhPT2fmzJlWP78QwjoDCa6vziKD7yfXI4Gr6x4I7yfJvBBCCK+jKArQv2fdGm+//TZPP/00x48fp7u7m76+PiIiIgbdJzMz05LIAyQnJ9PY2DisOAsKCvj666957LHHLNeZTCZ6e3vRarV897vf5emnnyYrK4urrrqKRYsWce211+LvL6dn4fluvvlmSkpKuPnmm90dynlJoutYWq2WV199lb/+9a/ccccdzJo1i+zsbI+bvdZqtRQXF6PT6SgvLyczM5Pp06d7XJwDBjoEAPJ+FVaRPfNCCCE8ztixY1GpVBw5cuSstxcXFxMfH09UVBQqlcqS3A84dT/87t27ufnmm7n66qv56KOP2Lt3Lw899BAGg2HQYwICAgZdVqlUmM3mYb0Os9nMI488wr59+yz/Dh48SElJCcHBwaSlpXH06FGef/55QkJCuOeee7j00ksHxS+Ep/KWAmharZb8/Hz+8Y9/kJ+fj1ardXdIXq+4uJh77rmHPXv2cM8995CXl+eRBeIG+tPPnTuXpUuXMnfuXI+ME/rfp0FBQZjNZoKCgigsLJT3qjgvSeaFEEJ4nNjYWObPn88LL7yATqcbdFt9fT3/+Mc/uP3224H+vet1dXWW20tKSgZ9AMrPzycjI4OHHnqIGTNmMG7cOCoqKmyOKTAwEJPJZNNjcnNzOXr0KGPHjj3jn1rdfwoOCQnhuuuu45lnnmHr1q3s2rWLgwcP2hyfEK7mLQXQiouLvSKZs5dWq6WwsNClAxbZ2dmsXLkSgJUrV1JQUOCRBeLc1Z/enuKQxcXFvPnmmxiNRt58802PHSARnkWSeSGEEB7pueeeQ6/Xs3DhQrZv305VVRWffPIJ8+fPZ/z48ZYPkt/61rd47rnnKCwsZM+ePfz0pz8dNMs+duxYKisrefPNNzlx4gTPPPMM7777rs3xZGZm8uWXX1JeXk5zc7NVs/YrV67k73//O6tWreLw4cMUFRXx1ltvWfbwr1+/nldeeYVDhw5RWlrKa6+9RkhICBkZGTbHJ4QrDSSLN954I4BHzyL6elVyd8w+azQaFi9eDMDixYvJzc31yKXrA/3pXV3IbmC5/Lp166x+THZ2tmWQ+vbbb/fYARLhWdy6KW/79u388Y9/pKCggLq6Ot59912uv/56y+0bN27k5ZdfpqCggJaWFvbu3cu0adMGPYder+dXv/oVb7zxBjqdjiuuuIIXXniB1NRU174YIYTwMr+cP35YjzebzXR2dhIREWGZZXakcePG8fXXX7Nq1SpuuukmGhsbURSFJUuW8Nprr1k+kK1bt44f/vCHXHrppaSkpPDnP/+ZgoICy/MsXryYX/7yl/zsZz9Dr9dzzTXXsGLFClatWmVTPL/61a+47bbbmDhxIjqdjrKysvM+ZuHChXz00UesXr2aJ554goCAALKzs/nRj34E9LfQ+/3vf8/999+PyWRiypQpfPjhh8TGxtoUmyeQc/rIMjDbfaqCggJyc3PdFNHQfL0q+cDsc1FREUuXLvXJAQtvY0/BRY1Gw89//nPWr1/Pz3/+c4/8XRKex60z8z09PUydOpXnnntuyNvnzJnD73//+yGf47777uPdd9/lzTffZMeOHXR3d/Ptb3/b5qWQQgghPE9mZibr16+nvr4es9nMypUr2bx586D2bSkpKXz66ad0d3dz7Ngxrr76atrb2y0zHABPPPEEzc3NdHV18eabb3LfffcN6g2/atUq9u3bN+jY991336DWc+PHj2fXrl1otVoURSEzM5PLLrsMRVGIiooC+mdTTu85v3DhQsuy146ODr788kt+/OMfA3D99deze/duOjo66O7uZteuXVxxxRWO+K9zOTmnjyynz3bLLKL7uGv2WQjhfm6dmb/66qu5+uqrh7z9Bz/4AcCQfXw7Ojp45ZVXeO2117jyyiuB/hNKWloan332GQsXLnR4zEIIIdznkUcesSx3nzVrllNWBAj7yDl9ZDl9tltmEYX4xvLly9mxYwctLS1s27bNJceUtnYjk1f3vikoKMBoNLJgwQLLdSkpKUyePJmdO3cOeeLX6/Xo9XrL5c7OTqC/+rE3VBAeiNEbYhWeS95HI4PRaERRFMxm87Ars59uoIL8wPO7ykDPdsClx/UEZrMZRVEwGo34+fkNus3bf5cdfU4XQoiRxB0DCML9vDqZr6+vJzAwkOjo6EHXJyYmUl9fP+TjHn/8cR555JEzrt+8ebNXLUvy9FYwwjvI+8i3+fv7k5SURHd39xmt2Bylq6vLKc8rzmQwGNDpdGzfvp2+vr5Bt3lq8TFrOfqcLoQQ7qDVarn55pstXwsLC8nOznZ6jtHR0YHZbKajo8OpxxkgKwE8g1cn80NRFAWVSjXk7Q8++CD333+/5XJnZydpaWksWLCAiIgIV4Q4LEajkS1btjB//vwz+iILYS15H40Mvb29VFVVERYWRnBwsEOfW1EUurq6CA8PP+ffXOE4vb29hISEcOmll57x8/TVGWl7z+lCCOEOxcXF3HPPPQDs2bMHcG5xSK1Wa+leMPC3UqvVOn3wYKBiPyDJvBt5dTKflJSEwWCgra1t0Eh+Y2Mjs2fPHvJxQUFBBAUFnXF9QECAVyU13hav8EzyPvJtJpMJlUqFSqVy+P7ygSXuznhucXYDP8uz/d56+++xo8/pQgjhDgPFIQc6C+Tk5Di1OORAa8IB+/fvp7i42OrBA3tn2O2p2C8cz6s/feXl5REQEDBomXBdXR2HDh0654lfCCFGioEEz9uXYIt+Az9Hb0/cz0bO6UIIX3C24pDOnCUfaE14ancJWwYPli9fzvvvv8/y5cttOu6cOXPYuHGjzMq7mVtn5ru7uzl+/LjlcllZGfv27SMmJob09HRaW1uprKyktrYWgKNHjwL9o/dJSUlERkZy5513smzZMmJjY4mJieFXv/oVU6ZMsVTCFUKIkczPz4+oqCgaGxuB/g8ZjloSbzabMRgM9Pb2ysy8kymKglarpbGxkaioqDOK33kCOacLIYTrDbQmHGBra0LZa+/d3JrM79mzh8svv9xyeWDP22233cb69ev54IMP+OEPf2i5/eabbwbg4YcfZtWqVQA89dRT+Pv7c9NNN6HT6bjiiitYv369R37QEUIId0hKSgKwJPSOoigKOp2OkJAQ2TPvIlFRUZafp6eRc7oQQnifyMhI1Go1kZGRLjmeVN13LLcm85dddpmltdHZ3H777dx+++3nfI7g4GCeffZZnn32WQdHJ4QQvkGlUpGcnExCQoJD25cZjUa2b9/OpZde6pPLvj1NQECARye1ck4XvkhmEYWvGiicd2rlfVsK58nvhmfw6gJ4QgghrOfn5+fQZNDPz4++vj6Cg4MlmRdC+CR7K3ZLoiM83emF8/bs2cOsWbOsLpxn7wz72rVrLb8bYvhkk6MQQgghhBBnMX/+fGJiYpg/f75Nj7O3qBj0DwQsWbKE/Px8mx8rhLWGWzjPXlI4z7EkmRdCCCGEEOIstmzZQmtr66AuC9YYTlGxgdUA69ats/mxQlhroHDeqZX3bSmct3btWhYvXszatWttOq4MVjmWLLMXQgghhBDiLOztpT2comLz589n9+7dNq8GEMJVBtqk3njjjZbL1gwEaLVali9fzq5du2hpaeGpp54iOzvbqa37fJ3MzAshhBBCCHEarVbLgQMHqKqq4sCBAxQWFlqSmPM97uabbyY3N5ebb77Z6scNsHc1gBCuUlxczNy5c1m6dClz586luLjY6sdt377dUkA3Ly/P6sfKjP7ZSTIvhBBCCCFcyhs+mBcXF3PPPfewZ88e7rnnHqsTD3sfN8DeffpCuEp2drZde+1Pf1xBQYHVj5XtJ2cnybwQQgghhHApb/hgnp2dzcqVKwFYuXKl1YnHcBIWkJl54fk0Go1de+1Pf1xubq7Vj122bBmLFi2SKvinkWReCCGEEEK4lL0fzF988UVSUlJ48cUXnRTZNzQaDYsXLwZg8eLFVicew0lYQJIWIYT1pACeEEIIIYRwqTlz5tjVmmrFihW0tLSwYsUK7r77bidE5j5ardayHN/WwmJC+LqB1TyAtLU7hSTzQgghhBDCpfLz81m3bh3Lli2z6YN5amoqLS0tpKamOjE69yguLiYvL2/QdQUFBeTm5ropIiE8h72dJXydLLMXQgghhBAutXz5ct5//32WL19u1f21Wi2FhYXcddddzJgxg7vuusumCvHeIDs7m4KCArsKiwkhRiaZmRdCCCGEEB7t9FnrPXv2MGvWLJ+atdZoNINejy2FxYTwdbLM/uysSuZjYmJselKVSkVhYSEZGRl2BSWEEEIIIXzPwL7wm2++2dKP3Zp94QOz1kVFRSxdulRmrYUYYWSZ/dlZlcy3t7fz9NNPExkZed77KorCPffcg8lkGnZwQgghhHCszs5Omx8TERHhhEjESGTvDLvMWgsxcg1sqRkoDFlYWEh2drb8DcCGZfY333wzCQkJVt335z//ud0BCSGEEMJ5oqKiUKlUVt9fpVJx7NgxsrKynBiVGClkhl0IYavi4mLmzp076DpbikPaW3DTG1iVzJvNZpuetKury65ghBBCCOF8b7/9tlVb6BRFYdGiRS6ISIwUMsMuhLBVdnY2GzZssAwA5uTk2DQIuHz5cnbs2EFLSwvbtm1zYqSuJwXwhBBCiBEkIyODSy+9lNjYWKvun5WVRUBAgJOjEkIIIc5Oo9GQk5MD9A8A+lLhy+GyO5k/cuQIlZWVGAyGQddfd911ww5KCCGEEM5RVlZm0/0PHTrkpEiEEEII51u7dq1lmb2vsTmZLy0t5YYbbuDgwYOoVCoURQGw7L+TwndCCCGEEEIIITzBnDlzfG6v/AC1rQ/4xS9+wejRo2loaECj0XD48GG2b9/OjBkz2Lp1qxNCFEIIIYSz9PT0sGnTJl566SWeeeaZQf+EEEIIb5efn8+SJUvIz893yeNcyeaZ+V27dvH5558THx+PWq1GrVYzd+5cHn/8ce6991727t3rjDiFEEII4WB79+5l0aJFaLVaenp6iImJobm5GY1GQ0JCAvfee6+7QxRCCCHsotVqKS4uZvny5ezatYuWlhY+/vhjq4turlu3jk2bNgF47My+zTPzJpOJsLAwAOLi4qitrQX6C+ocPXrUsdEJIYQQwml++ctfcu2119La2kpISAi7d++moqKCvLw8/vSnP7k7PCGEEMJuxcXF5OXlsX37doxGI9u3b6e4uNjqx8+fP5+YmBjmz5/vxCiHx+ZkfvLkyRw4cACAWbNm8cQTT5Cfn8/q1aulB60QQgjhRfbt28eyZcvw8/PDz88PvV5PWloaTzzxBMuXL3d3eEIIIYTdsrOzKSgoYMOGDQBs2LDBppZ2b775Jg0NDbz55pvOCnHYbF5m/7vf/Y6enh4AHn30Ub797W9zySWXEBsby1tvveXwAIUQQgjhHAEBAZYCtomJiVRWVpKTk0NkZCSVlZVujk4IIYSwn0ajGdTGLicnx+ol9t7C5mT+sssuo6+vD+jvPXvkyBFaW1uJjo62fCAQQgghhOebPn06e/bsYfz48Vx++eWsXLmS5uZmXnvtNaZMmeLu8IQQQgi38YaWdlYvs29ubuaaa64hLCyMiIgIZs+eTWlpKQAxMTGSyAshhBBeZu3atSQnJwOwZs0aYmNjufvuu2lsbOQvf/mLm6MTQggh3GfOnDls3LjRY4vfgQ0z8w8++CAFBQU88sgjBAcH89JLL3HXXXexZcsWZ8YnhBBCCCdQFIXIyEg0Gg19fX3Ex8dbqvYKIYQQI9VAFXydTkd5eTmZmZlMnz7dI5foW53Mf/rpp/z1r39l0aJFACxatIjJkydjNBoJCAhwWoBCCCGEcKzy8nIWL17MoUOHAEhLS2Pjxo2D9hYKIYQQI9FAFfxTFRQUeOQ50upl9rW1tUyfPt1yOTs7m8DAQEtrOiGEEEJ4h9/85jf09vby2muv8a9//Yvk5GR++tOfujssIYQQwu2GWwXflayemVcUBX//wXf39/fHbDY7PCghhBBCOM9///tf3njjDebNmwfAzJkzycjIQKfTERIS4ubohBBCCPfxpir4NiXzV1xxxaCEXqvVcu211xIYGGi5rrCw0LERCiGEEMKh6uvrB80ypKamEhISQkNDA5mZme4LTAghhBBWszqZf/jhh8+4bvHixQ4NRgghhBDOp1KpUKsH77RTq9UoiuKmiIQQQghhq2El80IIIYTwPoqiMH78+EFtZbu7u5k+ffqgJL+1tdUd4QkhhBDCClYn80IIIYTwDX/729/cHYIQQgjhk1588UXWrFnDihUruPvuu516LJuT+dGjRw8ayT9daWnpsAISQgghhHPddttt7g5BCCGE8Elr1qyhrq6ONWvWeF4yf9999w26bDQa2bt3L5988gkPPPCAo+ISQgghhBBCCCG8hlarZd68ebzzzjvMmzcPrVbr1Er4Nifzv/jFL856/fPPP8+ePXuGHZAQQgghXEOtVp9ztZ3JZHJhNEIIIYR3Ky4u5s033wTgzTff5IEHHhjU5s7RHLZn/uqrr+bBBx+UfXhCCCGEl3j33XcHXR5Ybffqq6/yyCOPuCkqIYQQwjtlZ2ezcuVKVq9ezcqVKwe1gXUG9fnvYp23336bmJgYmx6zfft2rr32WlJSUlCpVLz33nuDblcUhVWrVpGSkkJISAiXXXYZhw8fHnQfvV7Pz3/+c+Li4ggNDeW6666jurp6uC9HCCGE8HmLFy8e9O873/kOjz32GE888QQffPCBTc8l53QhhBAjnUajsbRvX7x4sVOX2IMdyfz06dPJzc21/Js+fTrJycksX76c5cuX2/RcPT09TJ06leeee+6stz/xxBM8+eSTPPfcc3z99dckJSUxf/58urq6LPe57777ePfdd3nzzTfZsWMH3d3dfPvb35algUIIIYSdZs2axWeffWbTY+ScLoQQQriWzcvsr7/++kGX1Wo18fHxXHbZZTYvI7j66qu5+uqrz3qboig8/fTTPPTQQyxZsgSAV199lcTERF5//XXuuusuOjo6eOWVV3jttde48sorAdiwYQNpaWl89tlnLFy48KzPrdfr0ev1lsudnZ1A//JCo9Fo02twh4EYvSFW4bnkfSSGS95DnsVRPwedTsezzz5LamqqTY/ztHO6EEII4etsTuYffvhhZ8RxhrKyMurr61mwYIHluqCgIObNm8fOnTu56667KCgowGg0DrpPSkoKkydPZufOnUOe+B9//PGz7gXcvHmz05dCONKWLVvcHYLwAfI+EsMl7yHPoNVqbX5MdHT0oAJ4iqLQ1dWFRqNhw4YNDovNHed0IYQQwtc5rACeo9XX1wOQmJg46PrExEQqKios9wkMDCQ6OvqM+ww8/mwefPBB7r//fsvlzs5O0tLSWLBgAREREY56CU5jNBrZsmUL8+fPJyAgwN3hCC8l7yMxXPIe8iz2zEg//fTTgy4PrLabNWvWGefW4XDHOV0IIYTwdR6bzA84vWWOoijnbKNjzX2CgoIICgo64/qAgACv+kDqbfEKzyTvIzFc8h7yDPb8DG677TYnRDI0V57ThRBCCF/nsGr2jpaUlARwxmh8Y2OjZWQ/KSkJg8FAW1vbkPcRQgghhHvJOV0IAVBSUkJRUREARUVFFBYWUlJS4uaohPBeHpvMjx49mqSkpEF7MQ0GA9u2bWP27NkA5OXlERAQMOg+dXV1HDp0yHIfIYT30xlMHKrpcHcYQgg7yTldCFFSUsL48eNZunQpAEuXLiUvL4/x48dLQi+Endy6zL67u5vjx49bLpeVlbFv3z5iYmJIT0/nvvvuY+3atYwbN45x48axdu1aNBoNt9xyCwCRkZHceeedLFu2jNjYWGJiYvjVr37FlClTLJVwhRDerddo4p3Capq69DR167lsfPx5l+UKIVxPzulCiHMZaEP5yiuvEBQURGZmJuXl5SxdunRQi0ohhPUclsyfOHGCH//4x3z++edWP2bPnj1cfvnllssDBWxuu+021q9fz69//Wt0Oh333HMPbW1tzJo1i82bNxMeHm55zFNPPYW/vz833XQTOp2OK664gvXr1+Pn5+eolyaEcBNDn5n39tbQ1NXfdmpfZTvdvX1cNTmJAD+PXVgkxIgk53QhhDWmTZtGbm4uACEhIW6ORgjv5rBkvru7m23bttn0mMsuuwxFUYa8XaVSsWrVKlatWjXkfYKDg3n22Wd59tlnbTq2EMKzGU1m3t9XQ11H76Drjzd2s7GwmuumjiIkUD7gC+Ep5JzuvfLz81m3bh3Lli1jzpw57g5HCCGElaxO5p955plz3l5TUzPsYIQQAsBkVvjoQC3Vbbqz3l7b3subX1dyw/RRRGkCXRydEL6vqKiIa665htLSUneHIlzgf//3f9m/fz+lpaXs27fP3eEIIYSwktXJ/H333UdycjKBgWf/4GwwGBwWlBBi5DKbFTYdrKO8WXvO+7Vrjbz1dRXXTUshOVKW6QnhSAaDwdL/Xfi+6urqQV+FEEJ4B6uT+YyMDP7whz9w0003nfX2ffv2kZeX57DAhBAjj6IobD5Sz/HGbqvurzWYeKegmqsmJzM2IczJ0QnhOwb2sw+lqanJRZEIT7BmzRrWrFnDihUr3B2KEEIIG1idzOfl5VFQUDBkMq9Sqc65V04IIc7nP0WNFNXZVtHWaOpfkj9vfDzT06OdFJkQvuXPf/4z06ZNIyIi4qy3d3dbN6AmfMPdd9/N3Xff7e4whBBC2MjqZH716tVotUMve504cSJlZWUOCUoIMfJsPdrIQTt7ySsKbD3aRGdvH5eOi5PWdUKcx7hx4/jlL39p6fd8OlltJ4QQQng+q5P5iRMnnvP2gIAAMjIyhh2QEGLk2Xm8mb2V7cN+nsKKNrp6jVw1KQl/aV0nxJAGVtsNlczLaruRQ6vVsnfvXsrLy8nMzCQkJITs7Gw0Go27QxNCCHEeDmtNJ4QQ9viqrJUvy1od9nwlDd1o9TVcOzVFWtcJMYR169ah1+uHvH3q1KmYzWYXRiTcpbi4mLlz5w66rqCgwNIHXAghhOeSqSshhNvsrWwj/3izw5+3pl3HW19X0qE1Ovy5hfAFSUlJsppOAJCdnc2GDRsA2LBhAwUFBWRnZ7s5KiGEENaQZF4I4RaHajrYdsx5FbPbtEbe/LqS+o5epx1DCCG8nUajIScnB4CcnBxyc3Nlib3wOCUlJRQWFlJUVARAUVERJSUlbo5KCPeTZF4I4XLF9Z18VtSAs7fkag0m/rWnik0H6zje2EWfSZYNCyF8V35+PkuWLCE/P9/doQjhMCUlJYwfP568vDxLnY+lS5cyfvx4SejFiCd75oUQLnW8sZtPDzk/kR/QZ1Y4Wt/F0fouAv3VZMWFMi4xnMxYjRTJE0L4lHXr1rFp0yYA5syZ4+ZohHCMrq7+lrUbNmwgMzOT8vJy9Ho9d955p+U2T1FSUkJXV9egFQQA4eHhjBs3zp2hCR9lVTL/zDPPWP2E9957r93BCCF824mmbjYdrMPspirZhj4zxfVdFJ9M7MfEhzE+MYyM2FD81M5pZ9dnMtNnVjCYzPSZFIwm88l/g7/vM5kxmMyYzRAZEkBMWCCxoYEEB0gRPyGEdZYtWzboqxDO4K6EdWAbyJw5cygsLHTaccC+1ziwguBUp3YMOXbsmCT0wuGsSuafeuopq55MpVJJMi+EOIPZrLCrtIWvy1tdNiN/PoY+M0V1nRTVdRIUMJDYh5Meo7E6sTf0mWnXGejUGek49Z/WSI/BRJ9JGfbARWiQHzGhQcSGBhIbFkhMaCCxoUFSqV84lMFgoKysjDFjxuDvL4v2hBBnNxISVntf49lWEAx8Xbp0qcetIhC+waozdllZmbPjEEL4KK2hj00H66lq1bo7lCHpjWaO1HZypLaT4AA/xib0z9inRmvoMfTRoe1P0k9P2rUGk9Nj69Gb6NFrz/j/0wT69Sf2YYGWZD8xIphAf9k6IKyn1Wr5+c9/zquvvgr0f0jNysri3nvvJSUlhd/+9rdujlDYYvny5ezYsYOWlha2bdvm7nCED/K2hNWeGfbhvsZTVxAAhISEWB2rLM8XtrJ7+F1G8YUQ51PTrmPTgTq69X3uDsVqvUYTh2o6OFTTgUqFx6wkOJ3WYEJr0FHdprNcFxrkx0VZsUxOiUTtpG0Dwrc8+OCD7N+/n61bt3LVVVdZrr/yyit5+OGHJZkXQpyVvQmrKw13FYErX+PpsfraagfhPDZn4TKKL3yZyayg7zOhCZQBquEqqGhlR0mL2/bHO4K3hd6jN/Gfokb2VbUzd2wcWfFh7g5JeLj33nuPt956i4suugiV6psBoIkTJ3LixAk3RibssXbtWtatWyd75k8hBclGLm9aRTAQyyuvvEJQUJDHxik8j80Zi4ziC19lNit8fKgOvdHMktxRgz7YCuv1Gk1sOdLA8cZud4cyYrV0G3h/Xy1pMRouHRdHQkSwu0MSHqqpqYmEhIQzru/p6ZG/gV5Gq+3finPjjTdaLo/0fvEjYX+3OD9vWEUwYNq0aeTm5gKeHafwHDYn8zKKL3yRoih8eriekob+BHRfVTvT06PdHJX3aezq5d8H6mjXGt0digCqWrW8/lUl2UkRzB4bS0RwgLtDEh7mwgsv5N///jc///nPASzn9f/3//4fF198sTtDEzYqLi5m7ty5lssFBQWWpGCk8qaZWSGEsIfNybyM4gtfoygKW440UFz/zUk9/3gzmbGhRIcGujEy73KopoMvihvpM3vZ2nQfpyhQVNdJSUMX09OjuXB0NEH+Uglf9Hv88ce56qqrOHLkCH19ffz5z3/m8OHD7Nq1SwqoeZns7Gw2bNjA0qVL2bBhA9nZ2e4OyWN408ysEELYwuayxwOj+ANkFF94u8+LGzlc2znoOqOpf6beLInpeRlNZjYfrmfLkQZJ5D1Yn1nh6/JW1ueXs6+qXd7bAoDZs2ezc+dOtFotY8aMYfPmzSQmJrJr1y7y8vLcHZ6wgUajIScnB+hPXkf6EvuRpKSkhMLCwkF1AQoLCykpKXFzZEIIZ7N5Zl5G8YUv+eJoIweqO856W11HL1+XtzIrK9bFUbnGwZoOqnv6X2dCpJrgANtna9u1Bj46UEdTl94JEQpn0BpMfFHcyL7KNuaOi2dsghTJG6mMRiM/+clPWLFihaWorXAMrVZLcXExf/zjH3nnnXe48cYbeeWVVyTBFg4ndQGEGNlsTuYHRvH/+Mc/Wkbxc3Nz2bVrF1OmTHFGjEI4xfZjTeyrbD/nfb4sa2V0fCgJ4b5TQExRFP5T1Mj+qlZKWtX0FlSjVvsRGuRHtKa/b3m0JpCY0ECiQwOH3Gd9vLGLTw83YOgzu/gVCEdo0xr5cH8to6JDuHRcPEmRvvMeF9YJCAjg3XffZcWKFe4OxecUFxcPWtnw5ptv8sADD4z4PezC8aQugDhbxwbp1jBy2JTMyyi+8BU7jzdTUNF23vuZzAqfHm7g+xem4e9n864Uj2M2928fOLU+wIAevYke/eC+5QCB/uqTyX0AMaFBxIQGUNPeS6EV/3/C89W06Xjjq0qy4kO5KCuWRKl8P6LccMMNvPfee9x///3uDsWnZGdnU1BQwO9+9zs+/vhjrr76ap/bw15SUiLt3jyIPXUBpG2f9zvXygxZlTEy2JTMyyi+sMfO481clBWLWu0ZBRJ3l7bwZVmr1fdv7tKzq7SFS8bFOzEq5+szmdl0qJ4TNraMM/SZaejspaGzF5ARfl9V2tRDaVMPo+NCmZUVQ3KkFIgaCcaOHcuaNWvYuXMneXl5hIaGDrr93nvvdVNk3k2j0ZCbm8ujjz7Kxx9/zKOPPupTS+xPTyBkWbf3keX5vuFsKzP0ej133nmnrMoYIWxeZi+j+MIWHTojX5W3YjCZuWzCmV0QXG1PeSu7TrTY/LiCijay4sMYFeWdCY6hz8yH+2upbNW6OxTh4cqaeyhr7iEjVsNFWbGkeOl7Xljn//7v/4iKiqKgoICCgoJBt6lUKknmxVkNJAmvvPIKQUFBsqzbC8nyfN9y6sqMwsJCd4cjXMjmZF5G8YUtius6URTYW9lOUmQw2UkRboulsLKN/5Y02/VYRYHNh+u5dVYGgf7etdy+12jig3211LTrzn9nIU6qaNFS0aIlPUbDrKwYUqN9Z1ZRfKOsrMzdIQgvNm3aNEsdAGn35p2kbZ8Q3s3mZF5G8YUtjjZ8M7L72ZEGYkODiA8Pcnkc+6va2Xa0aVjP0a418t+SJq7ISXRQVM6nM5jYuLeaxk6pNi/sU9mqpbJVS2p0CBdlxZIWI0m9EEKci9QTEEK4is3JvIziC2s1dPbS0m2wXDaaFD7cX8sts9LtaoNmr0M1HXxxtNEhz3WguoMx8WFkxoWe/85WqmrVcrCmg6lpUQ5dxt+t72NjYfWgn4EQ9qpu0/F2QTWjokO4aHQs6bGS1AshxOmknoAQwpVsTuaFsFZRXecZ13XojHxyqJ7F01JQqZxfEO9IbSefFTWgKI57zs+KGlh6UcawByQMfWZ2HG/iQHUHigJH67tIjQ5hlgMSpQ6tkXcKq+nQGYf1PEKcrqZNxztt1YyKCiE33X3bZoQQwhNJPQHhLaSbgW+QZF44hdmscKzh7CetsuYedpW2MHtMnFNjONbQxZYjjk3kAbp6+/iiuJGrpyTb/RxVrVo2H2mg87Rku7pNR3VbNcmRwcwcHUNWfJjNz93SrefdvTV09fbZHZ8Q51PTrqOqtZvuFhVXmR38SyaEEF5O6gkITybdDHyHJPPCKSpbtfToTUPe/lVZK4kRwYyxI1m1xtH6Lj45VI/Z0Zn8ScX1XYxNCGNcYrhNjzt9Nn4odR29vL+vloSIIGZmxjA2IcyqlQyNnb28u7cGrWHo/3shHKlOq+Kz4kYWXTDKJatthBAjk8wiCuE40s3Ad0gyL5yiuP7cfwQUBT45VM8tM9OJDg102HFNZoXtJU3sq2x32HMO5T/FjaREhRAaZN2vUVWrli1HGmxa+t7YqeejA3XEhQVy4egYxieEo1afPWGqbdfx3r4a9Eaz1c8vhCMU13cRFNDIlRO9pzikOFNPTw9vvfUWOp2OBQsWSIIkPIbMIgrhHNLNwPtJMi8czmgyc6Kp+7z3M/SZ+ehALd+7MN0h7d7atQY2HaynobN32M9lDZ3BxGdFDSyeNuqc9zP0mck/3sz+6na7l/w3dxv4+GA9uzUtzMiMISc5Ar9TkvrKFi0fHqjF0CeJvHCPgzUd+PmpuHxCgrtDEVaorKzkBz/4AYWFhVx00UW88sorzJ8/n5KSEqD/A93HH3/MpZde6uZIhZBZRCGEGMqwMqienh7++te/8vzzz1s+AAhxoqnb6qSyudvAliMNwz7msYYu/vFlpcsS+QGlTT0cqukY8vaqVi0bdlewr8r+RP5UbVojW440sH5nOfur2uk7OXDy/r4aSeSF2+2rbGdHSbO7wxBW+NWvfoXBYODFF19Eo9GwcOFCxo0bR11dHQ0NDSxatIhVq1a5O0whBsnJyWHOnDnceuutzJkzh5ycHHeH5FAlJSUUFhYO2kogn6+FEOdi9cy8jOILaxXX2TZCfqyhi8TyIGZkxth8rD6TmW3H+vegu8u2Y02kxWiIDAmwXGc0mdlxvJn9DkriT9epM/J5cSNflbWiNZicVhtACFt9Xd6Kv5+Ki7Ji3R2KOIft27fzwQcfMHPmTBYtWkRcXBx//etfSUzs3yrxu9/9jiuuuMLNUQoxcpxrK4FsIxBCDMXqmXkZxRfW0Br6qGjR2vy4/OMtVNr4uLYeA29+XeXWRB76l9FvPlyPcjKhrm47ORtf6ZxE/lTd+j5J5IXH2XWihT3lre4OQ5xDU1MTGRkZAMTExKDRaCyJPEBSUhJtbW3uCk+IEefUrQQ7duxgw4YNvPLKK4NuE0KI01k9My+j+MIaR+u77EouzYrCpkN13DIrnYjggPPev6iuk8+LGz1maXl1m46vy9voMfQ5bTZeCG/y35Jm/P3UTEuLcnco4iwURRnUfUA6EQgxmLuq559akKywsNBpxxFC+AarZ+bdNYrf1dXFfffdR0ZGBiEhIcyePZuvv/7acruiKKxatYqUlBRCQkK47LLLOHz4sMPjENY5XxX7c9EZTHy0v44+09AJutHUPwv+yaF6j0nkB+Qfb3bJbLwQ3mLr0cZz1pQQ7rVy5Uruv/9+7r//fgwGA4899pjl8sMPP+yUY8o5XXiDgSXveXl5lqXuS5cuJS8vj/Hjx8s+diGEU+Tn57NkyRLy8/OtfozVM/PuGsX/0Y9+xKFDh3jttddISUlhw4YNXHnllRw5coRRo0bxxBNP8OSTT7J+/XrGjx/Po48+yvz58zl69Cjh4bb1ABfD09ZjoL5jeAXoGjp7+by4kQWTks64raVbz6aDdTR3G4Z1DCGEaygKfFbUgJ9aRU5yhLvDEae49NJLOXr0qOXy7NmzKS0tPeM+jibndOENpHq+EMIdli9fzo4dO2hpaeHDDz+06jE2taZbuXIlGo0GwDKKHxkZCYBWa/s+6fPR6XS88847vP/++5YPFatWreK9997jxRdfZM2aNTz99NM89NBDLFmyBIBXX32VxMREXn/9de666y6HxySGVlTf6ZDnOVzbSWJEMFNPWZ57uLaDL4obMZpk2lsIb6IosPlwA/5qFeMSJRnzFFu3bnX5MeWcLryN9OAWQrhSR0cHZrOZjg7rVzVancy7YxS/r68Pk8lEcHDwoOtDQkLYsWMHZWVl1NfXs2DBAsttQUFBzJs3j507dw554tfr9ej1esvlzs7+JNRoNGI0Gh36GpxhIEZPi/VwTTtms8khz/V5UT3RIX7Ehgay9VjTsJbvi7MzndzOYDrHtgYhzsXa95AZ+Gh/DddMSWJ0XKgLIhuZPO2ccDpXn9OFZzrbXnRn70MXQghPNzAxPrD6fd++fVY9zupk3h2j+OHh4Vx88cWsWbOGnJwcEhMTeeONN/jyyy8ZN24c9fX1AIP27g9crqioGPJ5H3/8cR555JEzrt+8ebNl5YE32LJli7tDsGjTQ0Gj1SUYrLLuxDH8VdDTJ4WZnOn0QTkhbGXte6ik5Bh5cQpxwee/r7CdtSvk7r//fquf88knn7Q3nDO4+pwuPI+0XxNCiLMrLi5m//79AOzfv5958+ZZ9Tibltm7w2uvvcYdd9zBqFGj8PPzIzc3l1tuuWVQhc/T9++fvr//dA8++OCgDzOdnZ2kpaWxYMECIiI8f1+n0Whky5YtzJ8/n4CA81d+d4UvjjYxLlIKXXkTk8lMaWkpWVlZ+Pk5diBGjAz2vIe61WqumJbMqChZrupo1s5I7927d9DlgoICTCYTEyZMAPqTKj8/P/Ly8hweoyvP6cLznG0vul6v584775R96EKIES07O5sNGzawdOlSNmzYQFpamlUJvVXJvLtG8QHGjBnDtm3b6OnpobOzk+TkZL73ve8xevRokpL6i6TV19eTnJxseUxjY+MZI/unCgoKIigo6IzrAwICPCY5toanxGsyK5S26FCr/dwdirCDn59afnZiWGx5D5mBfx9q5MbcVJIiZYrekaw9H3zxxReW75988knCw8N59dVXiY6OBqCtrY0f/vCHXHLJJQ6P0ZXndOG5pP2aEN7LXW0bfZ1GoyEnJwfo/xs5duxYqx5nVTLvzlH8AaGhoYSGhtLW1sann37KE088YTn5b9myhenTpwP9hfm2bdvGH/7wB6fFIgYrb+lBZ3DMXnkhhO8z9JnZuLeahZOSGBMf5u5wRrR169axefNmSyIPEB0dzaOPPsqCBQtYtmyZU44r53QhhPA+59oqA7Jdxh2sSubdOYr/6aefoigKEyZM4Pjx4zzwwANMmDCBH/7wh6hUKu677z7Wrl3LuHHjGDduHGvXrkWj0XDLLbc4PBZxdsV1sjROCGEbvdHMB/tquSA1kkvHxxMgWz3corOzk4aGBiZNmjTo+sbGRqcse5ZzuhBCeC9p2+h5bN4z7+pR/I6ODh588EGqq6uJiYnhxhtv5LHHHrMsJ/z1r3+NTqfjnnvuoa2tjVmzZrF582bpR+si+j4TpU3d7g5DCOGlDlR3UN2m4+rJSSREyLJ7V7vhhhv44Q9/yLp167jooosA2L17Nw888IClPZwjufOcnp+fz7p161i2bJml1ZgQQgjbSdtGz2FzMu/qUfybbrqJm266acjbVSoVq1atYtWqVQ4/tji/koZu+szS+10IYb/WHgNvfl3FxWNimZERfc5iZ8KxXnrpJX71q1+xdOlSS2s7f39/7rzzTv74xz86/HjuPKcvX76cHTt20NLSwrZt2xz+/EIIIYSr2ZzMu3oUX3g26f8uhHAEk1lhR0kz5c09LJycRESw+4t7jgQajYYXXniBP/7xj5w4cQJFURg7diyhoaHuDk0IIYQQ52FzMu/qUXzhubp6jVS3WdfXWAghrFHdpmPD7gquyE5kQpJsl3KV0NBQLrjgAneH4VRr1661LLMXQgghfIHNFYcGRvFbWlrYu3cvhYWFtLa28sILL8hI/ghztL4LRVbYCyEcTG80s+lgHZ8cqkffJ50yHG3JkiVW96QHuPXWW2lsbHRiRK4xZ84cNm7cKPvlhRBC+Ay7ywcPjOJPnTpVkvgRqkiW2AshnKiorpN/7K6ktl3n7lB8yvvvv09TUxOdnZ3n/dfR0cGHH35Id7f3FzrNz89nyZIl5Ofnu+RxQgghhLNZtcx+yZIlrF+/noiICKue9NZbb+Wpp54iISFhWMEJz9XUpae5S+/uMIQQPq5DZ+Rfe6q5cHQ0F42ORa2W4njDpSjKGX2CR4J169axadMmAJtm56VwnhBCCE9lVTI/MIpvDUVR+PDDD1mzZo0k8z6suN76JZpCCDEcZkXhy9JWKlu0XDU5iShNoLtD8mpffPGFzY8ZNWqUEyJxrYG98rJnXgghhK+wKpkfqaP44uwUReGoLLEXQrhYXUcv//iykvkTExmfKMXx7DVv3jx3h+ByWm1/sdYbb7wRgMLCQrKzs9FoNOd9rDsK5+Xn51uOKXv8hRC+oKSkhK6uLoqKigAsX8PDwxk3bpw7Q/NqViXzI3UUX5xddZuOrt4+d4chhBiBDH1mPjlUT2iQP6OiQtwdjvASxcXFzJ07d9B1BQUF5Obmuimic7N3S4AQQniikpKSMyaGly5davn+2LFjktDbyapkfiSO4ouhFdXJEnshhPuYzAof7a/l+7PSpR+9sEp2djYbNmxg6dKlbNiwgZycHLKzs8/7OK1Wy/Lly9m1axctLS089dRTVs/oD4dsCRBC+JKurv4VvRs2bCAzM5Py8nLL16VLl1puF7azuc+8GNn6TGaON3l/VWMhhHfTGkx8uL+Wm2akEeBnd2MWMUJoNBpycnIAyMnJsXpGvri4mO3btwOwfft28vLyXDKjP2fOHJmRF0L4nIG/vwN/30JCZIXdcMknIGGT0uYe9Eazu8MQQggaO/VsOdLg7jCEDxuY0Yf+GaWCggKrZvSHS9rhCSGEsIbMzAubyBJ7IYQnOVrfRVxYEDNHx7g7FJ+yf/9+cnNzMZlM7g7Freyd0R8uaYcnhBDCGjIzL6ymM5ioaNG6OwwhhBhk54lmSmX7j8MpiuLuEEYcrVZLYWEhHR0dKIpCR0eHpRK/EEIIcTqHzczLKL7vO9bQhcksH+6EZzGazOgMJrRGEzqDCd1pX/V9JtKiNVyQGolKpXJ3uMIJFAU+PlTPzRemERsW5O5wfIb8vrhecXExeXl5lsv79++nuLjYY6vuC+EqSWEqQtqPQW3/PGRI+zGSwuRvlBAOXWYvo/i+rbheltgL96hq1VLe0oP2LMl6nxUDTCeaeqhu1zE/J5FAf1mQ5IsMfWY+3F/LzTPTCQ7wc3c4QtglOzubgoICioqKLJX3XbFHXwhPd1deIDnb74L+epTknLxOiJHOocm8jOL7rqYuPbXtve4OQ4wwDZ295B9vpqpNd877+alVhAT4ERLod8ZXk1lhT3krxxu7aesxcM0FyURr5AOAL2rTGvn4UB2Lp45CrZbz0bl0dp57cFbaBLmHRqMZNAufk5Pj1DZ4JSUldHV1UVRUBGD5Gh4eLj2fhVPYO8P+coGB761cT87Jwa2i4mJeXncL1zk1WiE8nxTAE+dV2aLlo4O17g5DjCBtPQZ2lrZwvLF/H7SfSkV2cjhRmgBLkq4J8Lck7QF+qnMOJmbGavj3gTpaegy8+XUVV01KYnRcqKtejnCh8mYtO443c+n4eHeH4tGioqLO+TujKIoM0Pu4kpISxo8fP+i6pUuXWr4/duyYJPTC4eydYa/vVtBFjYeUaQDo6s3Ud8uKYCGsTuZlFH9kOlDdzhfFTZhlC4Vwge7ePr4sa+FwXScDb7mc5HAuGh1LREiA3c+bHBnC92em8++DddR19PLB/louzorlwsxoSVh8UEFFG3FhQUxMiXB3KB7riy++cHcIws0GPrdt2LCBzMxMysvLLV+XLl0qn+uEU8gMuxCOZXUyL6P4I4vZrLCtpIl9le3uDkWMAL1GE3sq2thX1W4pspgVF8rFY2KJc1BBs9Agf27MTWXbsSYO1nSwq7SFxq5eFkxMkn30Pug/RQ3EhAaSFBns7lA80rx589wdgvAQAy335syZA0BISIibIxK+TGbYhXAsq5N5GcUfOXqNJj4+VEd5s7TDEc5lNJnZV9XOnoo2DH1mAFKigpkzJo6UKMd/oPRTq/hWdgIJEUFsLW7iRFMPb31dxbcvSCY6VPbR+5I+s8KH+2v5/qx0woJkR9npFEXhT3/6E++99x5Go5Err7ySlStXEhwsgx9CCCGEt7D6E46M4o8MHVoj7++voaXb4O5QhA8zmRUO13bwVVkrPYb+dpZxYYHMHhNHZqzG6at8JqdEEhcaxL8P1tGq7d9Hv3BSIlnxYU49rnCtbn0fH+2v5Tt5qfj7yeqLU/3+97/nd7/7HVdccQUhISE8+eSTNDc385e//MXdoQkhhBDCSlZ/ulEUhT/+8Y/MmTOHmTNnsnz5cnp7pbq5L6lu0/LG15WSyAunURSFYw1dvLa7gi+ONtFjMBER7M/CSYncMjOd0XGhLtuukxQZzM0XppESGYzBZObDA3XsLm2RFps+pq6jl/8UN7o7DI+zfv16nn32WTZv3sz777/Pe++9x9///nd5/wshhBBexOqZeRnF922Hajr4vLjRsl9ZCEdr7THw6eF6Grv0AIQE+DFrdAyTR0Xi56Y2YqFB/izJTeW/JU3sr+7gy7JWmrr0LJiUSJC/9Cr3FUdqO4kPDyI3PdrdoXiMiooKvv3tb1suL1y4EEVRqK2tZdSoUW6MTAjh6U5vLwfWt5gTQjiW1cn8wCj+PffcA8Ann3zC9ddfz8svvyyF77yYoij8t6SZgoo2d4cifFh1m5aPDtSh7zMT6KcmNyOK6WnRHlF4zk+t4rIJCSSEB/P50UZKmwf20acQI/vofcZ/jzUTFxpEeqzzenZ7E4PBMKjQmUqlIjAwEL1e78aohBDe4PT2cmB9izkhhGNZnczLKL7vMfSZ+fhQHaVNPe4ORfiworpOPitqwKxAcmQw10xJJtQDC5JNTIkgJiyQfx+oo01r5K2vq7gyJ4H48CCMJgWDyYyxz4zRZO7//rTrLJdPXqcJ8mdMfCijY0MJCnDuLL+iKLRpjZjMCvHhjqn+72vMisK/D9bx3RmpDuuQ4O1WrFiBRvPN4IbBYOCxxx4jMjLSct2TTz7pjtCEEB7s9PZy4Hst5mT1gWcpKSmhqKgIwPI1PDyccePGuTMsj2D1J2oZxfctnb1G3t9XS3OX/PyEcyiKwpdlrXxZ1grAuIQwFkxM9OhCZEkRwXx/ZhqbDtZT065j06H6YT3f8cZu1CpIi9YwJiGMrLhQhw1kGE1mqlq1lLdoKW/poau3D4DZY2KZkREtK6bOotdo4p97qrhuagqp0SN7hv7SSy/l6NGjg66bPXs2paWllsvyHhJCnM3p7eXAc1vM2ZuUu2P1wemxyuBBv5KSEsaPH2+5vHTpUsv3x44dG/EJvU2fKmUU3zfUtuv46EAtPXqTu0MRPspkVvhPUQNF9V0A5GVEM2dMrFckB5pAf26YPor8E80crO5ApYIAPzWBfmoC/NUE+Kn6vz/5r/961eD7qFU0dxs43tRNa4+BilYtFa1aPgdSIoMZkxDG2PgwIkICrI5rYPa9vKWHihYtNW06TKcUK1OrwKzAzhMtdOv7mDc+HrUX/H+7mt5o5t3CGq6ekszYhJHbvWDr1q3uDkEIIZzO3qTcHasPTo9Vti706+rq/yz5yiuvEBQURGZmJuXl5SxdutRy20hmdTIvo/i+obi+ky2HG+iTQnfCSXqNJv59sI7qNh0qFXxrQgKTR0We/4EexE+t4tJx8Vw6Lt7u5xiXCBePiaW1x8CJpm5ONHXT0KmntqOX2o5e/lvSTEJ4EGPiwxgTH0pMaOAZf0ONJjPVbTrKm3sob+mh8+Ts+4CIYH8yY0PJjAslNTqEQzUdbC9p5kB1Bz36Pq6alOTRKyHcpc+s8O8DdVyeHc8FqVHuDsej9PX10dvbS1jYyB3o8EYlJSV0dXXJMlQhTmNvUu6O1Qenx+prWxeGa9q0aeTm5gIMWi0+0lmdzMsovvfr7DWy+XCDVKwXTtOhM/L+vhratEYC/dQsmpJERmyou8Nyq5jQQGJCY7gwM4bOXiOlTT0cb+ymtl1HY5eexi49u0pbiNYEMCY+jPQYDc3deipatFS36wb9vvqpVIyKDiEjVkNmbCjRmoBBAwDT06MJC/Ln08MNnGjqYePeGq6bmkKwk/fseyOzovCfokZ69CYuHhPr7nBcbtOmTbS0tPCDH/zAct1jjz3GmjVr6Ovr41vf+hZvvfUW0dHSAcDTnb4EFWQZqhADvGlLwOmxemqcwrMMe/OmjOJ7jy9LWyWRF05T39HLB/tr0RlNhAX5c93UFCnGdpqI4ACmpUUxLS0KraGP0uYeTjR2U9mqpU1rZE9FG3tO6ywRPjD7HqshNVpz3g4A4xLDCQn048MDddR19PKvPdUsnpZi05L+kWR3aQtaQx+XT0hA7aYWie7wpz/9iRtvvNFyeefOnaxcuZLVq1eTk5PDQw89xJo1a2TrnBcYWGa6YcMGy/JTWYYqhHtI4TzhalYn8zKK793aegwcqe10dxjCRx1v7ObTw/X0mRXiw4K4bmoKYcGeV7Hek2gC/ZmcEsnklEj0fSbKm7WcaOqmpl1HbGigZfn86bPv1kiN1vDdvFTe31dLq9bAP/dUsXjaKBlcGcKB6g56DCYWTR452xIOHTrEunXrLJfffvtt5s+fz0MPPQRAcHAwv/jFLySZ9yI5OTnk5uYyZ84cQJahCuEO0rZPuJrVn1r+9Kc/0dn5TTI4MIq/YsUK/vnPf1JVVcWaNWucEqQYvt2lLZgVmZUXjqUoCoWVbfz7YB19ZoXMWA3fyUuVRN5GQf5+TEgKZ9GUZH58SRZLclPJzYg+6z56a8WFBXHTjFRiQwPpMZh4u6CaylatgyP3HScau9m4t4Ze48goDNrV1UVs7DfbC3bs2MG3vvUty+VJkyZRW1vrjtCEEMJrvVxgoOjSl+En2yz/ii59mZcLDO4OTfgoq5P5Q4cOMXv2bMvlU0fxlyxZwrp16/jwww+dEqQYnuZuPUcbZJmdcCyzWWHr0Sb+W9IMwJRRkVx7Qcp5l4EL1wkPDuC7eamMigrBYDLz/r4aiutlhc5Qatp0/GtPFV29RneH4nQpKSmWImnd3d3s37/fMqML0NLSMqh7jRBCiPMbtO/95D9d1HjZ+y6cxupP3TKK7712nmhBJuWFIxn6zHx4oJYDNR0AXDI2jssnxI+oPcfeIijAj+unpzAuIQyzAp8ebqCgog1F/iicVXO3gbe+rqKlW+/uUJzqO9/5Dvfddx+vvfYaP/7xj0lKSuKiiy6y3L5nzx4mTJjgxgiFEEIIcT5WJ/Myiu+dGjp7OdHY7e4whA/p1vfxdmE15S1a/NQqFk1JIjcjWlpTejB/tZqrJycxLS0KgB3Hm9le0iwJ/RC6evv4555qatt17g7FaR5++GFmzJjBvffey759+9iwYQN+ft90PXjjjTe49tpr3RihEEIIIc7H6o2tA6P4y5cvZ9OmTTKK7yV2nmh2dwjChxhNZt4uqKZDZyQkwI9rpyaTHClFlryBSqVi3vh4woP8+e/xZvZVtdOj72PBxMQRU/TNFr1GExsLq7l6SjJj4n2vW4tGo+G1114b8vYvvvjChdH4nrP1fZee78LTSOV1Ibyf1cn8ww8/TG1tLffeey9JSUkyij9MvUYTWoOJmFDnVbesbtNS3iwFr4TjfFnaSofOSFiQP9/JSyVS2p15ndyMaEKD/Nl8pJ6Sxm60BhPfviBZetGfhdGk8NH+Oq7ISWDyqEh3hyO8xLn6vkvPd+FJpPK6EN7P6umYgVH8trY2ioqKuOSSSwbd/sUXX/Cb3/zGocH19fXxu9/9jtGjRxMSEkJWVharV6/GbDZb7qMoCqtWrSIlJYWQkBAuu+wyDh8+7NA4nGHniWb+faAWo8l8/jvbfYwWpz23GHkau3oprOrvgX55drwk8l5sQlI4108bRaCfmpp2HW8XVNOp8/2ib/YwKwpbjjSw60QLJrNsSxgOXz6nn+rUvu87duxgw4YNvPLKK4NuE8ITSOV14etKSkooLCwctEqqpKTEzVE5lkf3j/rDH/7ASy+9xKuvvsqkSZPYs2cPP/zhD4mMjOQXv/gFAE888QRPPvkk69evZ/z48Tz66KPMnz+fo0ePEh4e7uZXcHb1Hb0cqO5AUeCL4kYWTEpy+DEqWnqoafPd/Z7CtcyKwn+KGlEUGJcQRlac7y07HmnSYvrbCL6/v4aWHgN/313BlJRI8jKjCQvy6FODW+wubaGorpOLx8SSnRQuNSLs4Kvn9KGc2ve9sLDQ3eEIcYZBlddP0tWbpfK6lzl9u4Rsleg3UlZJefQntl27drF48WKuueYaADIzM3njjTfYs2cP0D+C//TTT1va4wG8+uqrJCYm8vrrr3PXXXe5LfahKIrC58WNluryh2s7SYvRkJMc4dDjeMKsvKIo7Cpt4VhDN/MnJjIqSvZWe6v9Ve00dukJ9Fczb3y8u8MRDhIfHsRNM9L49FA9tR297Ktu52BtB5NTIpiREUNYsEefIlyuQ2fkk0P17KloY86YWLJ8cC+9M/niOX0kkwRCCM9w+nYJ2SrR79RVUpmZmZSXl6PX67nzzjt9apWUR39Smzt3Li+99BLHjh1j/Pjx7N+/nx07dvD0008DUFZWRn19PQsWLLA8JigoiHnz5rFz584hT/x6vR69/pu2Q52d/X2XjUYjRqNzl5rur+6grr1n0HVbDtcRE+Jn9f75gRiHivVEUw+1bT1nvc1V+kxmthQ3cbyxP44vihv5/oWjZDbLg5hObvEwnWerR2evkV2l/YNDc8bEEBKgwmw2OT0+4RphgWqWTE+mqk3HV+Vt1HXo2V/dwaHaTiYlh5OXETXkTL217yFf09ih5d1CLcmRIcwZE0OKhwxUDvf81dvbS3BwsIOiOZOrz+nCuSSBEMIzvFxg4Hsr15OTnQ1AUXExL6+7hevcHJen8PVVUh6dzP/mN7+ho6OD7Oxs/Pz8MJlMPPbYY3z/+98HoL6+HoDExMRBj0tMTKSiomLI53388cd55JFHzrh+8+bNTm2vpzfB9noVfeYzE9o/nTjKxYkKfjbkulu2bDnjOkWB/AYVXUb3Jc0GM+xtVtFmUKFCQa2Clh4D2w+cIEW6F3qc0tLSIW9TFChsUWE0qYgOVAjsbqSkpNGF0QlXuiAMUgPgeKeKNgMcqOnkYE0HaaGQFa4w1ET9ud5DvqwE2L4H4oMVxkcqRLg5j9FqbS94ajabeeyxx3jppZdoaGjg2LFjZGVlsWLFCjIzM7nzzjsdFp+rz+nCuSSBEMIznL5dQrZKjCzDSuadPYr/1ltvsWHDBl5//XUmTZrEvn37uO+++0hJSeG2226z3O/02V5FUc45A/zggw9y//33Wy53dnaSlpbGggULiIhw7HL3U316uIHRoUMv6wgdFcm3Jpx/CbPRaGTLli3Mnz+fgIDBRciO1ndx4kgDjt+Fb50OnZEPDtTTbjAS6Kdi0ZRk6jt62V3WRrk2kLlT0vBTy+y8JzCZzJSWlpKVlYXfEK3JShq7aappRK2CRdPSnNp9QXiOWYpCdXsvX5W1UdvRS2UPVGtVTEqJIC89ivCTWb0176GRogkVUYlhXJwV47bikPbMSD/66KO8+uqrPPHEE/z4xz+2XD9lyhSeeuophybzrj6nC+eSBEIIIdzP5mTelaP4DzzwAL/97W+5+eabgf4PFxUVFTz++OPcdtttJCX1p6z19fUkJydbHtfY2HjGyP6pgoKCCAoKOuP6gICAM5JjR6lq1VLSpEWtHrr905G6bjLjwpmQZF2Rn9PjNZsV9lR2nPMYzlTf2csH+2rRGU2EBfmzeFoKcWFBJEdqOFDTSWdvH0fqu5maGuWW+MTZ+fmpz/qe6TWa2F7Sv7z+wswY4sI9YymxcI2M2DDSY0KpbtPxZVkrNe06DtZ0cqS2i4kpEVyYGU1oYH8CP9R7aKQ53qSlrEXH5FERzBodS6iLCwnac/76+9//zl/+8heuuOIKfvrTn1quv+CCCyguLnZkeC4/pwshhBC+zuaplEcffZT169fzxBNPEBj4zSzdlClT+L//+z+HBqfValGrB4fo5+dnaWMzevRokpKSBi03NxgMbNu2jdmzZzs0luEwmfuL3lnjs6IG2rX2tQQ5UtdJm9Y97aVKm7p5p6AandFEfFgQ37swjbiw/g9Xgf5qZmbGAPBVWatT2/EJx8k/3ozWYCJaE8CMzGh3hyPcQKVSWare35g7ilFRIZgUhYM1HazfWc4XR5vQ9bk7Ss9iMivsr+rgb/ll5B9vptfo2fUlampqGDt27BnXm81mh9eQ8ZVzuhBCCN92tpZ2hYWFHtnWzuZpA1eO4l977bU89thjpKenM2nSJPbu3cuTTz7JHXfcAfR/0LzvvvtYu3Yt48aNY9y4caxduxaNRsMtt9zi0FiGo6CijdYe6xJ0Q5+Zfx+s43sz0vC3YdmqyazwZVmrvSEOy4HqdrYebUIBMmI0LJqSTKD/4Ngnj4qksLKNzt4+9lW1c+HJ5F54ppo2HYdq+5fsXpGdiL96ZC+hFpAareE7eRqq27R8WdpKdbuOQ7VdqFBh1LSTlxmDWgpcWhhNCl+VtXKguoP5ExMYm+CZbdUmTZrEf//7XzIyMgZd/69//Yvp06c79Fi+ck4XQghfcHpHCpCuFHDulnbgeW3tbE7mXTmK/+yzz7JixQruueceGhsbSUlJ4a677mLlypWW+/z6179Gp9Nxzz330NbWxqxZs9i8ebPH9KPt0Bn5qsy2NnGNnXr+W9LM5dkJVj/mYE0HnTrXzsorikL+iRYKKtoAmJQSweUTEs66J95PreLirFg+PdLAnoo2poyKJDhAluV6oj6zmf8UNwD9P9NR0bK8XnwjNVpDap6GmjYdu0qbqWnvZWdpK+UtWhZMSnLbfnFP1Ws08fHBeq6f7kdajOdVAH344Yf5wQ9+QE1NDWazmY0bN3L06FH+/ve/89FHHzn0WL5wThdCCF9xekcKkK4UcPaWdgNfly5d6nFt7WxO5l05ih8eHs7TTz9taVtzNiqVilWrVrFq1SqHHttRth5txGiyvSDMvqp20mJCrJrNMZrMfO3iWfk+s5ktRxo41tANwMVZsVyYGX3OIkXjk8LZU9lGS7eBPRVtzB0b56pwhQ32lLfRpjWiCfSTn5EY0qjoEG6YlszW/Sc42ulHbUcv//iygnnj45mYHCFtKE/RZ1b48EAtN834ZvuRp7j22mt56623WLt2LSqVipUrV5Kbm8uHH37I/PnzHXosXzinCyGErzi9IwVIV4pTndrSDiAkxDMnt2xO5l05iu/tTjR1U9pkf7/3zUcaiA8LJlJz7pmu/VXtdOtdt3G112jiowN11LTrUKvgypxEcpLP3wVArVIxe0wsH+6vY19VO9NSowgbqteVcIvWHgN7yvtXWswbHy+rJ8Q5qVQqUkMhd0IqnxU1UdvRy2dFjZQ19/Ct7AQ0gfL7PUBvNPPe3hq+d2Ea4cGetXph4cKFLFy40N1hCCGEcKHTO1KAdKXwRjZvhB0Yxd+0aZNlFL+oqMgpo/jezGgys/Vo07CeQ280s+lQHSbz0L9U+j4Te04uc3eFTp2Rf+2ppqZdR6CfmsXTRlmVyA8YHRtKcmRw/x7/ctu2HwjnUhSF/xQ3YFIUMmM1jEsIc3dIwktEhgRwY14qc8bEolbBiaYe/vFlJWXN9g9m+qKu3j7e21fr8UXxfI03FTISQgghbGHXtImvjuI3d+lxVJv5L0tbHbKHvb6jlx3Hm5k3/uz95/dWtqMzuOaDYUNnLx/sr0VrGNx6zhYqlYo5Y+N4u6Caw7Wd5KZHE60Z2XtzPMXh2k5q23vxV6u4fEKCLJMWNlGrVMzIjCE9VsOnhxto7THwwf5apoyK5JJxcQSM8D70A5q79Hy4v5YlualnrS/iCtHR594SdarWVvcUVnUUbytkJIQQQthC1kCe4u2Cauab/JmePrw2XC3degorHTdbXljRRmp0CGPiB8+U9hpNluJzzlbW3MOmg3X0mRXiwgJZPHWU3UvkR0WFkBmrobxFy+4TLVw9Jfn8DxJO1aPv47/HmwG4eEwsEVLETNgpITyY71+Yxs4TLeytaudgTQeVrVqumpREUmSwu8PzCNVtOj49XM/Vk5PcMmh26p71lpYWHn30URYuXMjFF18MwK5du/j0009ZsWKFy2NzNG8rZCSEEELYwqpsbKSM4pvMCluPNlHZqmXBxCRCAu3bL/x5ceM5l8bbY/PhBm69KIiIU/ZaFlS2Y+hzfs/2koYuPj5cj6JAeoyGRVOSCPIf3l7q2WPiKG+p5FhjN3ldvSSEy4d8d9p2rAlDn5mE8CCmpUa5Oxzh5fz91Fw6Pp7MuFC2HGmgQ2fknwVVXJgZw8zMGLfNSHuSo/VdhAX5c+kQq66c6bbbbrN8f+ONN7J69Wp+9rOfWa679957ee655/jss8/45S9/6fL4nMFbChm5mrSmEkII72ZVMj+SRvEBSpt6+MeXFSyclGRzK6Giuk6q23QOj6m/vVEd381LA0Bvgv1VHYBzT7gnmrr55GQin50UzpU5iQ75IB4fHsSExHCONnSx80QL108b5YBohT3KmnsoaexGpYIrchJQS6IlHCQ9RsOts9LZerSJow1dfFXWSkVLDwsnJhEdKttrCiraCAv2J3eYq8GG49NPP+UPf/jDGdcvXLiQ3/72t26ISLiStKYSQgjvZlUyPxJH8bt6+3insJqZmTFclBVrVYLTazTx35LhFb07l9r2XvJPNHNRZhQnOlUEhppRq51Xbbz85NJ688lEfv7ERNQOXBJ6UVYMJY1dVLRoqW7TkhrteT2YfV2fGfKP9RcinJ4WJSskhMMFB/hx1eQkRseF8sXRRho69bz+VSVzx8VxwajIEV+bYfuxJsKD/BmX6J4+6rGxsbz77rs88MADg65/7733iI2NdUtMwnWkNZUQQng3mzc9+/IofkljF1NGf7MvXVHgy7JWqtq0XDU5mcjz7CPeeaKZHr1zi9EVVLQRGqCiqgfGOPE4la1aPjqZyI9LCGN+jmMTeYAoTSCTUyI5UNPBzhMtfDcvZMR/sHe1kk4VXfo+woP9uShLPrgL55mQFE5KVDBbihqoatWx9WgTh2s7yYzVkB6jISkyGH/1yCuSpyjwyaF6QgL93DKg+cgjj3DnnXeydetWy2q73bt388knn/B///d/Lo/HGbxpKXlJSQldXV2DKu8DhIeHO6VQn7SmEkLYypv+po4ENifzvjyK/1lRI72qIGZkDK4RUNveyz++rGB+TuKQsycNnb0cqO5weoyKAl8cbcKsOO8XprpNy4f7azGZFcbEh7JwUpLTll7PHB3DkbpO6jp6KWvuISte2qG5SkOnnoru/u+/NSFBqo0LpwsPDuCGaaPYX93BjuPNNHXpaerS83V5G/5qFaOiQkiL6U/u48ICR8zgXp9Z4cP9ddw0I5VYGzuEDNftt99OTk4OzzzzDBs3bkRRFCZOnEh+fj6zZs1yaSzO4i1LyaXyvhDCG3jL39SRwuZk3tdH8XeeaKFDZ+TyCQmD9obrjWY+OlDH5FFaLpsQPyjxURSF/xQ1ovjAQHZtu44P9tfSZ+7vNX7V5CSnFqsKDfJnWloUeyra2Hmihcy4UIevABBnMpsVPj/aBKgYnxBKZlyou0MSI4RKpWJaWhTjEsKoaNFS2aalqlWL1mCiolVLRasWgJAAP9Kiv0nufb3DQq/RxLt7a7h5ZjphQa5tNDNr1iz+8Y9/uPSYruQtS8ml8r4Qwht4y9/UkcLmTwy+PIo/d2wsu6p0HK7tpKu376xV2w/VdFDXoePqycnEh/fPoByo7qChs9cdITtUfWcv7++rxWhSSI/RcM2UZMuyVz+1yuEV+gfMyIjmYE0HLT0GjtZ3kZMc4ZTjiH6GPjNfHG2kudtAgErhknHevaJGeKfQIH8mpkQwMSUCRVFo6TFQ1aqlslVLTbsOndHEscZujjX2Lx+JDAkgLSaE9BgNadEaggOcVy/EXbp6+3h3bw03zUgddscQe+h0OoxG46DrIiK8/++xty0ld1Xlfa22f+CssLAQnU43aPBAeBdZ9ixcydv+pvo6u4b/fXUUf8qoKGKjo/j4UD2VrVr+VVDN4qkphAcPnhFq6Tbw5leVXDI+nnEJYeSfaHZTxI7T2NXLe3trMJjMjIoK4dsXJON/cvVBgJ+K66ePYsuRBtq1xvM8k+2CAvyYkRlN/vEWdpe2MC4xbETtnW3tMVDdpmVCUrjTP8A3dPbyyaF62nX9P8ecaAVNoGtnAYU4nUqlIi4siLiwIKanR2MyK9R39lqS+/rOXjp0RjpqjByq6USlgtljYpmREePu0B2uuUvPR/vruH76KJe08NNqtfz617/mn//8Jy0tLWfcbjI5tw6MpyspKXHZ/nVXKy4uBuDHP/7xWW8PD3dPUUZhO1n2LLyBDDo5x7A+xfviKH5WfBjfyUvlg/21tHQbeOvrKq6bmkJCxOAq331mhS+KG/mytAW90bZe74qiUNvei77PRGq0hkB/9yauzd163t1bg77PTHJkMNdNTbFsI/BTq7jmghRSozXkpkfzeXGjU2KYmhrFvqp2Onv7OFTTybS0KKccx9OUNHSx+UgDfWaFL8tauXRcPOMTwxy+V1hRFAor29l5ohmzAmFB/izIiUfbXOPQ4wjhCH4n98+PigrhoqxY9H0matp1VLXqqGzV0tpjIP94/9/e2WNifW5vfWWrli1H6lk4Kcnpr+2BBx7giy++4IUXXuB//ud/eP7556mpqeHll1/m97//vVOP7elO38Pua/vXr7/+egCys7OpqKhg6dKlbNiwgZycHJ8ZsHCX05MWZycssuxZeAMZdHIOm5P5kTCKnxgRzPcuTOODfbW09Bh4u7CaqycnM/os+4q1Butfr8msUNLYRWFFO03deqD/Q2tadAhj4sMYHRdKqIv3Srb2GNhYWEOv0UxiRBCLp6VYBhdUKlgwKdHyuielRLC7tMWm12ytAD81szJj+fxoI1+VtTIxOcLtgxzOZFYUdpe28HV5G9C/+kFrMPHJ4XoO14Zw+YQEh/Xh7tH3sflIA5Un9yKPiQ/lypxEAv2gxPsXlYgRIMjfj6y4MLLi+gtkFlS0seN4M3sq2jD0mblsQrzPJfRFdV2EBQUwd1ycU4/z4Ycf8ve//53LLruMO+64g0suuYSxY8eSkZHBP/7xD2699VanHt+TDexRf+WVVwgKCrJp/7qrkzl7xMXF8aMf/QgAjaa/k8LAEn8xPKcnLc5OWGTZs/AGI2HQydUdScCOZH6kjOJHBAfw3Rmp/PtgHVWtOj7cX8u8CfFMTY2y+bkMfWYO1Xawr6qdrt4+APzVKkKD/OnQGSlv0VLe0p9opUQGMyY+jKz4UKI0zh2patMa2FhYjc5oIj48iOunjRq0zPvyCQlkJ32z0sLfT83UtCh2nThzEMcRJqZEUFDZRofOyN6qNmaN9s293Hpjf9I+8DPPTY/ioqxY9la281V5K1VtOv7xZSV5GdFcmBlt2e5gj7LmHrYcaUBnNOGvVnHp+Hgmp0SgUqkwm71/4E2MTHkZ0QT6qfn8aCMHajowmMz97TNdsCzdlQor25g5OsapA5utra2MHj0a6F9Z19raCsDcuXO5++67nXZcV3HEvvBp06ZZElxr96+7OpkTnuX0pMXXEhYh7OHrg07u6khiczLvy6P4cRGBdJ+S3wT5+7F46ii+ONrI4dpOth5tokNn5JKxcVbNAvXo+9hX1c7Bmg70ff1L8UMC/JiWFsWU1EiC/dW09hg40dzDicZuGrv01Hb0UtvRy3+PNxMbFsiYuDDGxIcSHx7k0JmnDp2RjYU19BhMxIYFcsO0UYMKSl08JpapZ1nqPi0tioKTs2GO5qdWMXtMLB8fqqewop0LRkUREuhbRa5aewx8uL+Wdp0RP7WKK3O+GTCZOTqGCUnhfHG0kYoWLV+Vt1Jc38llExLOuirkXPpMZnYcb2b/yXaJcWGBXD05mRgHzfYL4W5TUiMJ9Ffz6ZF6iuu7MJrMXDU5yafqbZjMCpWtWsYmOK9lZ1ZWFuXl5WRkZDBx4kT++c9/MnPmTD788EOioqKcdlxXcde+cEnmRrbTkxZfSliEEGfnro4kNifzvjyK/53cNA40Gthb2WZpM+enVnFFdgIRIQHsOtHC3sp2OnVGFk5KGrIvd2uPgYKKNo7Wd2E6+URRmgBy06PJSQofNNMaGxZEbFgQMzNj6Oo1UtrUw4mmbqrbdbR0G2jpbuWr8lbCg/0ZE9c/Y58cMbyErLPXyDuF1XTr+4jWBLBk+qhBSfP0kzPFZxMc4MfElAj2VbYPK4ahjEsIY094EE1devZUtHLJuHinHMcdSpu6+fRwAwaTmbAgf669IPmMWgyRIQEsnprCiaYeth1rorO3jw/21zImPpR54+PPKMZ4Ni3dej4+XE9LtwHoH4CZMyZ2WDP8QniiCUnhBPip2HSonhNNPXy4v45vX5A85N9mb1Te3OPUZP6HP/wh+/fvZ968eTz44INcc801PPvss/T19fHkk0867biu4q594ZLMCSHEyOSqjiQDbE7mfXkU30+tYt74eDJiNGw+Uk+Pvn+aXqVSMTMzhsjgALYcaeBEUw/vFFZz3dQUSyVwRVGoaddRWNlOWXOP5TmTI4PJy4gmKy70vDPr4cEBTE2LYmpaFL1GE+XNPRxv6qaiRUtXbx/7qtvZV91OsL+aELWKMmMjYcEBhAf5ExbsT1iQP+HB/oQE+A15rO7ePjYW1tDV20dkSABLclMHVTPPSY5g3vhzJ9C56dEcqOrArDj+g4lKpWLOmFje21fL/uoOpqVFWZXAejJFUfiqrJXdZf0DX6OiQlg0JWnIKvIqlYqxCWGkx2j4sqyFvVXtnGjqobJVy6zRsUxLizprlWtFUThY08H2kmZMZoWQAD/mT0y0eVZfCG+SFR/GdVNT+OhALZWtWt7dW8PiqSkE+UjruvKWnvPfaRh++ctfWr6//PLLKS4uZs+ePYwZM4apU6c69diu4G37wt1R7Vmr1fL+++8DWL5mZ2db/r+EEEJ4LpuTeV8fxQfIjAvl1lkZbD5ST3mz1nL9hKRwwoL8+ehALQ2dekul+9YeAwWVbTR06i33HRMfSl5GNMmR9o3GBAf4kZ0cQXZyBH0mM5WtWk409VDa3E2v0UwvKtoaus/6WD+VitAgP8KDAwg7meiHB/mjCfJj14kWOnRGIoL9uTF3FGGnFNzLig9lwcTE8w46RIYEMC4xjKP1zlkukh6jYVRUCDXtOvJPtLDAi/fCGvrMbD7SP2sIMDU1kkvGxVvVcirQX80l4+LJSY7g8+JG6jp62XG8maK6Ti7PTmBU1DfvLZ3RxH+KGizHyYjRMH9iossLKgrhDukxGm6YPor399VS19HLO3truH5aik+0Xezq7aOpS098eJBLjpeenk56erpLjiXO5I5qz8XFxaxevRqA1atXs3r1agoKCjx2wEMIIcQ3bP6k4+uj+ANCg/y5ftooCivbyT/eP9MJMCo6hJsuTOP9fbV06Ixs+LLS8hg/tYqJyRFMT48i2oHF6/z91GTFh5EVH4bZnEB9h5Zj5dWERcfRozfTpTfSre+ju7ePHoMJk6LQ2dtH58lie6cLC/LnxtzUQTPeo6JDuGZKstVJ84yMaKcl8yqVijljY/nnnmqO1ndR164jNyOaSckRTlsqrij9fa0PVHfQ1dtHanQIGbEaEiOCUdtZq6BNa+CjA3W09hjwU6m4PDueSSmRNj9PXFgQ381L5UhdJzuON/d3WCioZmJyBHPGxtLSbeDTkytJ1CqYMzaO6WlRPlfdW4hzSY4M4cbcVN7dW0NTl563C6q5Yfoor1/ZA1DR0uO0ZP7ee+9l7Nix3HvvvYOuf+655zh+/DhPP/20U47rLbylxdhwZvSzs7OJjIyko6ODyMhIPv/8c7JPOb6jufr/VHpbCyF82bCnLXx5FF+lUpGXEU1adAgfH6qntad/D3K0JpCbZqTy0YE66jp6CQ5Qc0FqFFNTI50+E6RWq0iKDKZLA+PSo1CrBy8lNZkVevR9dJ1M7geS/IGEP8jfj8snxBMR8s0H3Pjw/pZ0tiTKCRHBpMdoLO3OHC05MoTLJ8Szu7SVzt4+th5t4quyVqalRXFBauSgqvvD0Wc2U9LQzb6qdhq7vllZUdOu48uyVoL81aTHaMiI1ZARGzpoJcO5lDf38PHhegx9ZkKD/Pj2lBSSIoPP/8AhqFQqJqVEkhUfxs7jzRyq7eRIXSfHG7sxmPqLEUZrArhqchIJ4fYfRwhvFh/eP/C1cW8NbVqjJaF3dmcQZytr7mFGZoxTnvudd97hgw8+OOP62bNn8/vf/37EJ/Pe0mJsODP6Go2Gxx9/nDVr1rBixQqnz8i7+v/Um3pbe0NLQyGEZ7E58xyJo/gJEcF8f2Y62441caimvzq4JtCfJbmjqO/oJTEi2GMKLvmpVUSEBAxK1s8lWhPAktxRdiXHMzKjnZbMA1yQGkVOcgRHajspqGyjq7ePnSda2FPRxtTUSKalRdk9eNKt7+NgdQcHazrQGftrI/ipVYxPDCMpIpjqNh2VrVr0fWZKGrspaezf0hAbFkhmTCgZsRqSo4LPqJytKAp7KtrYebJ9X3JkMNdMSXbYcveQAD+uyElkYkr/0vvmk0XuJqX01zrwlPehEO4SHRpoSeg7dN8k9LFhrlmm7gy17b3o+0wOG8Q8VUtLC5GRZ64YioiIoLm52eHH8zb2VKU/Wzs8vV5/jkc4Pk5rYx1w9913u6yIsasr/XtTb2tpaSiEsJXNGcZIHcUP9Fczf2IiGbEaPitqQG80469WkxptXYEYtUpFbFggyZHBJEUGkxwZgor+4kaVrVqq23ROafd2LuHB/txwWgE8W2TE9rfMa+py3oeUgJO97SePiuRYQxd7ytto1Rr4uryNwsp2JqdEkJsebdXgxcBS+n1V7Rxv7ObkzgnCgvyZkhrJ5JQIy//FBalRmM0KDV29lLdoqWjpoaFTf7LDQH+NBH+1irQYDRknZ+5Dg/zZcqTBkvhPTolg3oR4p7TKSo4M4fsXpnO0oQtNoB8Zsb5f5M5PrbJsdxHiXCJCAvhuXv+S+5YeA28XVnP9tFEkRnjnqhWzolDZomVcouPbqI0dO5ZPPvmEn/3sZ4Ou//jjj8nKynL48byNPVXpz9UOz1mt8Lypf7OrK/170/+Nr7c0HBjo2rVrF0VFRZa2XUII+9mcxY30UfzxieEkRgTz6aF6atp1Q94vNMiPpMiQ/uQ9IpjEiGAC/c9M6qJDA5meHo3JrFDbrqO8pYeKFq1TE2ToL7B3w/RRRFo5gz+UvIxoPjlU76CohuanVpGTHEF2UjilzT18Xd5KQ6ee/Sdn1yckhpOXEX3W2behltKnRAYzLS2KrPiwsxakU6tVJEeGkBwZwsVZsegMJipbtVS09v+MtAYTZc09lu4FAX4qjCYFtQrmjY/ngtQop/1/DMSXkxzh1GN4gtAgP2aPiWNSSgR9ZoVeo6m/CKTR9M33fSZ0hpOX+/pv0xtN6E7eLoMAI09okD/fyUvlvX01NHTq2VhYw3VTUxgV7dwWMc5S1tzjlGT+/vvv52c/+xlNTU1861vfAuA///kP69at89nBeWcbqh3ezJkzndYKTzieO/ba+3pLw4GBrtMHD+HcA13uWO0ihLewOZmXUfz+au7fyUtld1kLX5e1oVb179UcmHFPigy2OUn2OznLmxaj4ZJx0KPvo+LkjHBla3/i6CiB/mqun57ikGWnExLDyT/eTNcQxfYcTaVSMSY+jKy4UKradOwpb6WqTUdRfRdF9V2MiQ9lRmYMSRHBQy6ln5AYztS0SJv3locE+jEhKZwJSeEoikJzt4GKk4MvtR06jKb+dnDXTEn22oTBk/ipVUxLi2JWVoxleXGAn4oAPzW2/OgURaG8RcveyjYqWpy3LUR4nuAAP5ZMT+XD/bVUt+t4d18N10xJ9sp2jc56795xxx3o9Xoee+wx1qxZA0BmZiYvvvgi//M//+OUY3oLe2cRh2qHJ4m8d/GmvfbeYmCgS6VS8aMf/YgNGzaQk5NDeHj4OX8/3LHaxdVk1YKwl83JvIzi91OrVcweE8fkUZGEBvpb1WrMFqFB/kxMiWBiSgSKotDYpaeiRUt5Sw81rfb3HfZTq7j2ghS7W+adTq1WkZsRzbajTQ55PmupVCrSYzSkx2io7+xlT3krJ5p6LP/iw4Jo6dEPWkp/QWokk05ZSj/c48eHBxEfHsSMzBgMfWbqOnTEhwf5RDssd8uKD+XScfFEhw7/Q5NKpWJ0XCij40Jp6dazr6qdorpOjCbfmO2ICwtkTHwYYxPCiAgJoLlbT1PXyX/delq7DfSN4JUJgf5qFk9L4d8H6yhv0fLB/loSI4KYnBLJ+MTws66Y8kTd+j4au3qdUuByYL90U1MTISEhhIWFOfwY3sjeWUR7nW32UT7Qf8PVM+XetNfeWwwMdBUWFgL9g1zWFFwcCatdXP33xttIccih2Zx1yCj+YBEuaHukUqlIPLlUf+boGLS9ej7sOsq3LsoAtR8ms4LR1L+UuM+s0Gc202fq/95kNmM0KZb7pMdoSI+1bp+/tSanRPJlaSu9RsetHrBFUkQw374ghdYeA3sqWjla30VTd//yq5SoYKalDr2U3lEC/dUjYt+6s8WEBnLp+HinzZzGhgVxRU4ic8bGcaimg31V7S5bVeIoKhWkRIYwJiGUMfFhZ1RqT43WDKrlYTYrtPQYLMl9U5ee5m49Ogeu9vF0/n5qvn1BCluPNXKktpOGTj0NnY1sL2lifGI4k1IiSIoI9vh2juXNWqck8319fWzdupUTJ05wyy23AFBbW0tERMSITuztnUW017lmH2HoD/QjZRDA1TPl3rTX3teNhNUurv5742rD/TslxSGHZtcUooziu1eAn5pgf4jSBBAQ4P4eyoH+aqamRvJlWatb44gJDWTBxCQuGh1LRauWxIggadPmJQL91VyUFcO0tGinDroMCA7wY0ZmDLnp0Zxo6mZvVTs1bUPXwHA3f7WK9FhN/xaT+FCbVn+o1d+sIjlVZ6/RMoPf3K3HaDKjPpnMqlQqVPQPHKhQnfx68vpTvjeZ+uitU5iUEoGfnz+KoqAAisLg71FOfu2/npPXq9UqAtQq/P3U+PupCFCf/Oqnwv/k94F+6v7b1f1bLPz9VBj6zPynqMHSzcEafmoVV2QnctHoWIrruzhU20G71sjh2k4O13YSGxrIpJQIspMjCAlwfNV4Ryhv7mHmaMe2qKuoqOCqq66isrISvV7P/PnzCQ8P54knnqC3t5eXXnrJocfzJvbOItprqNnH832gt3cQwNvITLlwFXcMkNn798beegL2vkZ7Hzfcv1O+XhxyOOxK5mUUX5xualoUBRVtHrGcNyIkgCmjzizSKDyPSgUTkyOYMzbOYe37bKFWqxiXGM64xHAaO3vZW9XOsfoum9/HKhWEBvoTebItZESIP34qlaUAX+/JYnw6Q/9XazpXBAWoGR0bypiEMDJjQx2+HDwiOICI4ADGxNv/N9toNKIvVbgiO8HlA4s3z0xn69Fv2oVaKzTIn7yMaHLTo6ht7+VwbQcljd209BjYXtJM/vEWxiSEMiklkrToEJtm6xVFoVvfR2uPgTat8eRXAyoVzM6KIylyeIOLdR299BpNBDtwsOEXv/gFM2bMYP/+/cTGxlquv+GGGywzYcI1hpp9PN8HensHAbyNzJQLV/GmATJ76wnY+xrtfdxw/065ujikOwpg2svmT88yii/OJjTIn5zkCA7a+MFajFwpUcFcNiHBY9qFJUQEs3BSEnPHxnGguoODNe306L9Zih4c4HcyWT+ZtAcHfJO8B/vj72d9sm06WZV/IMHvPaXyvtFkJjU6hNRojUtWKXirAL/+dqHpMf3tQm1t7alSqRgVHcKo6BDmjTdxtKGLw7WdNHbpOdbQzbGGbiKC/ZmUEsnE5AjCgr85XfaZzbRrjbSdlrS3aQ1D1mL4V1sVF2XFMiMj2u7l/GZFobJVy3gHVrXfsWMH+fn5BAYOXq6YkZFBTU2Nw44jnMfeQQAhfJ29s8j2Jp7umNG3t56Ava/R3sd5298pbyqAaXMyL6P4Yih5GdEcqu1AkUFycQ7hwf7MGRvnsW31QoP8uXhMLDNHx1DTpiM4UE1kSIClor4j+KlVhAb5u2U1gq+ZkBROYkQQmw7W09DZa9dzBAX4cUFqFBekRtHY2cvh2k6KG7ro7O1jV2kLu0tbSI/VoFapaO0x0KkzMtSfObWqv+NJTGgg0ZpAokMDKW/uoaSxm50nWqhs1bJwYtKgwQFblDX3ODSZN5vNmExn1k+orq72qNmn4dJqtbz//vsAlq/Z2dmWD5VCCOt4U40Ge2eR7U083TGjb289AXtfo7cl5fYWzvOmbT02f5qQUXwxlOjQ/qraxxu73R2K8ECRIQFMHhXJtLQor6gg7ndyn7rwfFGaQL53YRo7jjdTWNE2rOdKiAgmISKYuePiON7YzaHaDmrbe89oDRforyZGE0h0aMDJr4HEaAKJCAk4Y0VFTlI4GXWdbD3aRHWbjn98VcGVOYl2bXGoaOlBURSHFeubP38+Tz/9NH/5y1+A/hUL3d3dPPzwwyxatMghx/AExcXFrF69GoDVq1ezevVqCgoKPPYDqBCeypuWoLt6C8pI2fLiTewtnOdN23psTuZHyii+sM+MzGhJ5oVFoL+asQlhTEyOINXG/cdC2MJPrWLe+HjSokPYfKRh2NX6A/zU5CRHkJMcQVuPgRNN3f0J/MkZd02gn9XvZ5VKxaSUSFIiQ/jkcD2NXXo+OlDHBaMiuWRcnE1bNHr0Jhq79A7bnvLUU09x+eWXM3HiRHp7e7nlllsoKSkhLi6ON954wyHH8ATZ2dm88MIL/PWvf+WOO+5g1qxZZJ8y4yKEsI43JayunkX2tlnrkcCewnnetPoE7EjmR8oovrBPcmQIo6JCqGn33MrgwvlGRYUwMSXCq/p4C9+QFR/GrbOC+PhQvcM6FESHBjIj1PYq8oH+aiYmRxCpCWB3aQvRoYF8d0Yqu060UFjZzoGaDmradVw1OYm4sKDzP+FJZc09DkvmU1JS2LdvH2+88QaFhYWYzWbuvPNObr31VkJCQhxyDE+g0WgsnXiEEPaThFV4E3sK53nT6hOwI5kfKaP4wn55mdHU7JNkfqQJD+4vgjgxOYLoUM8rECJGjvDgAL6Tm8rusha+Kmt1eR2PiJAApqVFMikl0lJ5fnxiOFuPNlLS0M0l4+JJj9Gw+UgDLT0G3vy6ikvGxnFBaqRVs/0VLT1clBV73vtZKyQkhDvuuIM77rjDYc850mm1WoqLiykqKgKgqKhI9ugLIYQX8KbVJ2BHMj9SRvGF/bLiQokNC6TFhh7Qwjv5q1VkxYcxKSWCjFiNLKMXHkOtVjF7TBxp0Ro+OVRPt77P6cccFR1CbnoUWXFhqE/bNx8W5M+3L0ihtKmbz4sbyYgN5dZZ6Ww50kB5i5atx5qoaNUyPyeRkMBzF1us6+hFZzCd935D+eCDD6y+73XXeVqpH/vl5+ezbt06li1bxpw5c5x6rOLiYvLy8iyXly5dKnv0hRDCC8TFxXHLLbdYZugHeOqArF3ldGUUX5yLSqUiNz2aLUca3B2KcJKEiCAmpUSSnRTu0J7XQjhaWoyGWy9K59PD9ZQ3a8//ABv5qVWMTwwnNz2KBCuWvmfFh5EarWFXaQv7Ktu5bmoK+6s72FHSTFlzD//4soIFk5JIjxn6A4OiQEVrD9lJ9nWEGJh1GKBSqVBOW74wMDB3tho53mrdunVs2rQJwOnJfHZ2NgUFBYP2W8oefeFJvG1fsBCu5E0DslYl8yN1FF/YLyc5gl0nWlwyGyZc6+IxsQ5d4iuEs2kC/bl+2igKK9v4sqwVvdG2nvRnf04/pqRGMjU1yuYWg4H+auaNjyc7KZzPihqYplIxKiqETw7V06o18O7eGvIyork4K/aMyvgDypvtT+bN5m9e/2effcZvfvMb1q5dy8UXX4xKpWLnzp387ne/Y+3atXY9v6eaP38+u3fvZv78+U4/lkajITc3l/z8fN555x2WLVvm9BkdrVYry/qF1bxtX7BwvOFsB9JqtTz77LMAPPvsszz//PNWP+7U48H5Z7wHBp527dpFUVGRSwadBgZk77jjDg4cOMAFF1zgsQOyVn0CcecofmZmJhUVFWdcf8899/D888+jKAqPPPIIf/nLX2hra2PWrFk8//zzTJo0yaFxCNv4qVVMS49iR0mzu0MRDqJSwbeyE7ggNcrdoQhhM5VKRV5GDHkZMej7THT19tHV20enznjy+/6vnb1GevQmzENstI8PD2JaWhTZSeE2VaE/m8SIYL5/YTp7q9rYXdrKzTPT2F7SxKGaTgoq2qhq1XL15CSiNGfWoKho0TqkRd19993HSy+9xNy5cy3XLVy4EI1Gw09+8hPLhy1HcPf5fMuWLbS2trJlyxaXFcJz5WqA4uJili5dCnj2LJLwDN62L1g43nBmn4uLi1m/fj0A69ev5+c//7nVjzv17xRw3mMODDz97Gc/O+M2Zw06DQzIApac11MHR61K5t05iv/1118PGiA4dOgQ8+fP57vf/S4ATzzxBE8++STr169n/PjxPProo8yfP5+jR4/KqKKbTRkVyVdlrRj6hj8LJtzLX63iqslJjEuU3ynh/YL8/QgK8xuygrzZrNClPyXB1xnRGk2MjQ8j7RzL3+2hVvcPMoxNCOeL4kYC/NRkxITyWVEDjV16Pthfyw8uyjgjadcaTDR06kmKHF5V+xMnThAZGXnG9ZGRkQ6f+XD3+XzZsmWDvlrDnlmk4RxzYKbs/fffB+D999+3+nint9/z1Fkk4RmkKr0YmH2+/PLL6ezsJCIiwuq/G9nZ2SxbtoxXXnmFO++806bH2domdGDgSaVS8aMf/cjqQaezbSXR6/VWxTkgMjIStVp91vPk2SSFqQhpPwa13wz2h7QfIynMeTWlbN4z78pRfID4+PhBl3//+98zZswY5s2bh6IoPP300zz00EMsWbIEgFdffZXExERef/117rrrrrM+p16vH/TD7OzsBMBoNGI0Gh0avzMMxOjpsfoBOUmh7K1sd3co4ixMJvOgr0MJ9FNzzZRE0qKDPf49J1zLW/4W2UPjD5qwABLDAoBvirs667Vq/OGayQmUNHQT7K8iISyADV9V0aY1Ut3Ww6ioMwvMHm/oIFbzTc0Ke2K78MILue+++9iwYQPJyckA1NfXs2zZMmbOnGn/CzoLZ5zPYehz+unmzJlj8+y4PbNIw3H6TNnq1atZvHixVcfTaDRs2bKFgwcPunT1gRDCOw3MPo8ePZr9+/czevRoqwcqNRoNf/rTn/jTn/5k8zFffvll9u/fj9FotOrv1MDAU2FhIWD9oNO5tpJYO0C8du1aS+FUa9yVF0jO9rtg+zfX5Zy83llsTuZdOYp/OoPBwIYNG7j//vtRqVSUlpZSX1/PggULLPcJCgpi3rx57Ny5c8iT/+OPP84jjzxyxvWbN2/22CUUZ7NlyxZ3h3BevX1wol6FWZEq556qtLR0yNsC1Qoz4hUO7irmoAtjEt7FG/4WeZN4M7S2q0gMVlHdo+bLo7VMiTlz2X9jhUJL0TfXD8xC2OKvf/0rN9xwAxkZGaSnpwNQWVnJ+PHjee+99+x+DefjqPM5DH1OdwR7ZpFOZesy+4GZsu9973scP36csWPH2nQ8e1YfCCG823BbYT7//PM2JawD7O0QUl1dPeirswy1lWTmzJlWbyOxZRBYq9XycoGBqTf9ltGjR1NbW0tKSgq1tbW8XPAQzqoqZ3My78pR/NO99957tLe3c/vtt1uOC5CYmDjofomJiWfdlzfgwQcf5P7777dc7uzsJC0tjQULFhARYV9BIVcyGo1s2bKF+fPnExAQ4O5wzivmWBMHqjvcHYY4jclkprS0lKysLPzOsvc3PDiA66clE32W/bpCgPf9LfI2kw/W84t/HqBRryZjdAaB/oN/T1WouGxuBprA/lP5UDPS5zJ27FgOHDjAli1bKC4uRlEUJk6cyJVXXunUVpOOOp/D0Od0RxjubLetyfXATFlKSgqlpaWkpKTYNMlw4MABdu/ezYEDB5y6R98dBamE8HVarXbQFhuwblvPcCuv27NqCeyvCbJmzRrWrFnDihUrbD6mLYbaSuKsehDFxcXUdyss+d+zDy47a/u3zcm8u0bxAV555RWuvvpqUlJSBl1/+geO8xUFCgoKIijozL2SAQEBXvWB1FvivSInGaNZxdH6LneHIs7Cz0+NWj24vVxcWCA35KYSZmOVbjEyecvfIm9z3fRU1mwqprnbQGmzjokpZw4213QYmZjSvwTf3p+BSqViwYIFg2bFnc1R53MY+pzuKMOZ7bb3Q7KtSzsHrFmzhrq6OtasWePUZfauLkglbdTESFBcXMzq1auB/i02q1evtiopH1jR8/rrr9u8h3047P3bePfdd/vkNiB3FZW0+ZO6u0bxKyoq+Oyzz9i4caPluqSkJKB/RH9glQBAY2PjGaP7wn3UahVXTUrCrCiUNHQ7/3gqFTMyozne2E1rj8Hpx/M1o6JCuG5aivSPF8LNVCoV10xJ4dVd5Ryp6zxrMl/R0nPW68/lmWee4Sc/+QnBwcE888wz57zvvffea9NzW8Pbzuf2JuTuOOaKFStcMuNlb0Eqe0kbNTESZGdnM3bsWMsWm7feesuqpHxgRc+CBQtob29n/fr1Nu9lt4c7/jZ6soGVAFqt1rL98NixY9xwww1O3cZt17SbO0bx//a3v5GQkMA111xjuW706NEkJSWxZcsWpk+fDvTvw9u2bRt/+MMfXBabOD+1WsWiycn8W6njeKPzEvoAPxWLpiSTFR/GRVmx7Ktq58uyFof0lR4JsuJDWTQlmYBhttwSQjjGnZdk8vdd5dS062jXGs5oU1duR4u6p556iltvvZXg4GCeeuqpIe+nUqmckszL+dx5XDXjZW9BKntJGzUxEmg0mkFbbGz9nUpNTaWlpYXU1FQnReh9htMhxF6nr7CwtoipvaxK5t09im82m/nb3/7Gbbfdhr//NyGrVCruu+8+1q5dy7hx4xg3bhxr165Fo9Fwyy23ODwOMTxqdX+i/e+DdZxwQkKvCfRj8bRRllZNfmoVeRnR5CSHk3+8hcO1HQzROloAOckRLJiYiFotxQqF8BTpMaFMSongUG0nRXVdXDwmdtDtvUYTdR29pJyl2v1QysrKzvq9K3jj+fzFF1+0zHb74tJQbyBt1MRIYe8WG7C/kJ0vG06HEHtlZ2czdepUDhw4wAUXXOD0LQ9WJfPuHsX/7LPPqKys5I477jjjtl//+tfodDruuece2tramDVrFps3b5YlVx7KT63iminJfHSgltKmHoc9b2RIADdMH0V06JnF2jSB/syfmMgFqZFsPdpIbXuvw447HP5qFZogf0ID/fBTq2jq1rttBUFeRjSXjItz6lYZIYR9vndhGofeP0xRfScXZcWc8Xta3txjUzLvTt54Pv//7d17XM53/wfw19XV8epE0YmIhUQHyjFL3HKcFfdmOaU5zHFmjhs/W4vFLIfb3Bo2YW6ye5a53bi1jdC4EdEQOZVRGUknrlLf3x/urnW5iuu6uo7t9Xw8rkf6Xt/v5/u+8snX+3PU1Tx0ahi4OCDVR32GrnPYu6Lq9QTGjx+vs+RaIpFg8uTJWLJkCSZPnqz1ndKUSub12YoPAP3794dQR5eqSCRCdHQ0oqOjdRsUqe2PhD4XN+/XP6F3trNEeCc32YrOLzpvRKA7MvOKcTzrPkqkT+t97+eZiESQmIshsRDD2twUVubPvlZ/LzEXw9ri2dfn56QLgoDCsgrkFT1B/v9evxdLUVGp3eEEQa84ortn05efSER68WagOz7dfxnFT57i9sPHaOEg/x+Dmw9K0dOziVplv/HGGwgMDMQHH3wgd/zzzz/HqVOn8M9//lPtuGtjjM/z+sxDV3frJtKv+iy4p+vFAcnwlJWVyW0TByi3Kj3VTd2fafV6ArpMroFnW/YWFBSotQuKqrhUNemFqdgEr/m64l8X7uLWfdX3Rq7m0USCIT5uCls21UUkEqG9qx1eaWqD07cKcDb7IZ5WqZ8s21iYwt3BCs0bS+DeWAI7K1O1e7dFIhEaW5ujsbU52rs+W9CqqkrAg9JyWXKfXyTF/RIpKusRc837+ThUIaBl43qXRUTaY2kmRkjbpjh4MR+XcosUkvnfi6UoVbNxMiUlBR9//LHC8YEDB+pkASVjUJ956Opu3UT6VZ8F93S9OCBX+jc8mZmZGDNmDADIvqqyVRwpqu/PVJfJNVC/XVBUpXIyr+tWfGq4TMUmGOrrhr3n7yL7geoJfXtXO4R6O0Osxhxvc1MTBHk2QQc3O6Rc/V3pIf9W5mI0b2wF98YSuDtI4FDLsH5NMjERoamtBZraWqBjM3sAwNPKKtwvKZf14D+pqISpiQnEJoDYxASmJiKYmIiefRWJYCr+31cTEcT/e5maiGBlCqQdv6LV+IlIM8b3aoWDF/Nx/V4JpO0qYWH6x8geQQBuPSiFu43q/xaWlJTA3Fzx3zEzMzO19q0nebr8Dx1pTn0W3FN3ccDaknKpVPrS6/4sK/1XL2RWs3fWUHu7vby8MGfOHNk2caNGjdLJVnENmZeXFxwdHfHgwQM4Ojri0KFDKv1Mdf1vsS6nPKiczLMVnzTJVGyCoX5u+CH9Lm4XKJ/Qd23lgCA1h5XW1EhijjD/Zrh1vxQpV39X2MrO3NQEzRpZwd3hWQLf1NZC7/PKTcUmcLG3lC30p66KigoNRURE2tbFwwGu9pbIffQEWfklssa9arful8Hdxlrlcjt27Ihdu3bho48+kjuemJgIb2/vesVMnMNqrPSx4N6LknJlRgI09JX+n1/IbMyYMQbb2y2RSLBjxw4UFhZix44dzI80QCKRYMmSJbIpT6r+vTfkf4tVTubZik+aZiY2QZi/G/acu4PfHj5+4bkiERDSzgn+7o00GoNHE2u4O0iQfrsQ2Q9K/5fAS+BiZ8nV3YlI70QiEcL9myE+5Tou5RYpJPPZBaUIaqF6D9XixYvx17/+FdevX0ffvn0BAD/99BN27tzJkXZk9IxpCHpdSXnXrl2VGgkANOyV/qsXMuvbty8ePXoEe3t7g+7tHjVqFNatW6f33TgaEl1tvWlsVE7m2YpP2vAsoW+GPel3cKeOhN7URIRBPi7wdNLOkLHqrew4h5yIDNHbQR748uh15D56goel5XK7d0grqpD76MWNobV5/fXXsWfPHsTGxuK7776DlZUVfH198eOPP6J3796aDJ9I54xpCHpdSXlD6Vmvr+qFzDw8PHD+/Hl4eHhofYj984uuqTKs/8aNG3Jfqf64oGjtVE7m2YpP2mJuaoJw/2bYc+4O7hTK/6fU0kyM1/3d0MxItl8iItI0JztLdHJvhLM5hbiUW6Qw1eh2gerJPAAMGTIEQ4YM0USIRAblzzIE/c9El3upP7/omirD+rlehuZxQdHaqZzMsxWftMnc1ARhnZ4Nua/eD97W0hTDOjWDo42FnqMjItKvMd1b4mxOIS7nFaHHK44wqbGGR3aBelt9FhYW4rvvvsONGzcwd+5cODg44OzZs3B2dkazZs00FTqRzv1ZhqAbk/pu26bLuc9eXl6wt7dXa1h/Q56jrS9sIKmdWlvTsRWftMnCVIzwTs2QdPYOKqoEhPu7wdbSTN9hERHp3Wu+bli851eUSiuRU1AGD8c/Fr27X1z+gitrd+HCBfTr1w/29va4desWJk6cCAcHByQlJSE7Oxvbtm3TZPj0J6fuiu3UcOh627bqVfB/+OEHAMAPP/ygdOOBRCLR6bB+ejE2kNROuc25n1NYWIivvvoKCxcuREFBAYBn/zDfuXNHo8HRn1d1Qv9mQHMm8kRE/2NuaoJQb2cAwKW79V90dvbs2YiKikJWVhYsLf/YIWPQoEE4evRovcsnqqnmHPZevXphzJgxmDBhAgDDmr9O2uPl5YWIiAiYmZkhIiICaWlpWl3IrnoV/JiYGABATEyMrB4q4+9//zuGDRuGv//979oKkaheVO6ZZys+6YqlmfjlJxER/cmM79UKe9Lv4sbvpXhSUVmvfytPnz6NDRs2KBxv1qwZ8vLy6hMmkQJ1V2wH6tfDSoZDIpEgKSkJFRUVSEpKws6dO7V6v+pV8Pv06YOioiLY2dlxuDw1KCr3zLMVn4iISH98mtnDvbEVKgUBV/KL61WWpaVlrdvKXrlyBU2bNq1X2UTPq57D3qtXL7Rv3x6A8iu217eHlTSrrKxMrmHl7NmzsmkULzNjxgxYWFhgxowZ2gwRwB+r4C9fvhyurq5Yvnw5G4CoQVE5mT99+jQmT56scJyt+ERERNonEokwoos7AOBybv2G2oeFhSEmJgYVFRWysnNycvDBBx/gr3/9a71jJdKU6h7WOXPmoFGjRpgzZ45B7zPe0GVmZso1rAQEBCjduBIXF4cnT54gLi5OmyHKmTp1Ku7evct9yqnBUTmZZys+ERGRfo3q2gImIiC/SIoHJeovIBYXF4fff/8dTk5OePz4MXr37g1PT0/Y2tri008/1WDERPVT3cN6+vRpFBUV4fTp0zrfZ1yV3ueGzsvLS65hRdtz34modirPma9uxf/2228BsBWfiIhI1xxtLNC1lQNO3ijApdwivNpGvcZ0Ozs7HD9+HD///DPOnj2LqqoqdO7cGf369dNwxNTQ1HeLMWOg65XXjYlEIpFrWNFlLzsR/UHlZD4uLg6DBw+Wa8XPy8tDjx492IpPRESkI+N6eODkjQJk5hWj5ytN6lVW37590bdvXw1FRn8G+kp0Y2NjsXLlSp3sNe3l5QVHR0c8ePAAjo6OOHToEHuficigqJzMsxWfiIhI//p5O8PW0hTFT54i+0Ep3FTsEK2qqsKWLVvw/fff49atWxCJRGjVqhXeeOMNjB07FiKRSDuBU4Ogr0RXl6uLSyQSLFmyBEuWLMHixYvZI/8cXTasEDVkWVlZKC4ulhvtVFJSotS1Kifz1diKT0REpD9mYhO85uuKnadu41JuEdxesVP6WkEQ8Prrr2P//v3w8/ODj48PBEHA5cuXERUVhe+//x579uzRXvBk9P4sia6vry+6d+8OX19ffYeiFc9Pl1BlqgS3bSOqv6ysLLRt21buWPVoJ2WolMyzFZ+IiMhwjOvpgZ2nbuPm/VI8bmGt9HVbtmzB0aNH8dNPP6FPnz5y7/38888IDw/Htm3bEBkZqemQqQGZOnWqUawOXp+EdeXKldi/fz8ANMjE9fnpElwTgEi3ioufbTG7fft2eHh44NatW/Dw8MClS5fwzjvvvPR6pVezr27FnzhxIu7cuQMfHx906NAB2dnZiIqKwrBhw9T/FERERKQyLxc7vNLUGlUCcFWFPed37tyJhQsXKiTywLORdx988AH+8Y9/aDJUIr15PmFVZX/6OXPmYPDgwToZSl5WVoazZ8/KNTxoe/V8Ly8vrF+/HoGBgVi/fj3XBCDSk/bt2yMoKAijR49GUFAQ2rVrp9R1SifzNVvxz507h507dyIxMRHnz5/Hjz/+iJ9//hnbtm1T+wMQERGR6kZ2bQEAuJqnfDJ/4cIFDBw4sM73Bw0ahPPnz9c7NmrYUlNTMXz4cKSmpuo7lBfy8vLC8ePHsX37dhw/flylhDUoKAjff/+9TnrlMzMzERAQoHbDgzokEgmSk5ORkZGB5OTkBrUbAdGfgdLJPFvxiYiIDM8bAc1haiLC/dJypa8pKCiAs7Nzne87Ozvj4cOHmgiPGrDqIegrV67UdygvJJFIcOHCBcybNw8XLlww2ITVy8sLaWlpajc8qEuXow+ISLOUTubZik9ERGR4GknM0ctTta3pKisrYWpa97I5YrEYT58+rW9o1MCpkwTqYyg5ACxZsgS5ublYsmSJ1u+lLolEgs6dOyMpKQkTJkxAUlKSThoeLly4gJMnT+LChQtavxcRaZbSC+CxFZ+IiMgwjevZEj9nZCt9viAIiIqKgoWFRa3vS6VSTYVGDZg6q5lXDyWvpqtF10aNGoV169Zh1KhRWr2PJqxbtw5SqRTr1q1DXFzcS88vKytDZmam2ov81WzoMIYFDYnoD0r3zLMVn4iIyDC92qYp7K2U36Bm3LhxcHJygr29fa0vJycnrmRPWlE9lDw4OBhmZmYIDg7WyVDyGzduyH3VprKyMnzxxRcAgC+++AJnz55VafTBjBkzYGFhgRkzZih1fn3n2i9evBiurq5YvHix0tcQkWFQ+snPVnwiIiLDZCo2wWt+bvhVyfMTEhK0Gg9RXaqHkkdERCArKwsRERE6GUpePRVAF/PCMzMzsWXLFgDPFpDesmWLSqMP4uLilOqRr1bdQPL+++/jxIkT6NGjh0oNJMayxSARKVK6Z56t+ERERIZrRKC7vkMgUlpiYiLy8/ORmJiok/vpclV6Ly8vREREwMzMDBEREUhLS9Pq6IOaDSRNmjTRWQMJEemf0j3zbMUnIiIyXK80tdF3CESEZ8m1VCqFiYkJpFKp1tcDqJacnIyCggIkJyezp53oT0L5CXZERERERBoQGxuLlStXNtjt0HQ5rL9aaGgoTp48idDQUJ3dk4j0i8k8EREREemUOivhGxN9fD72zBMZJxcbEawKrwJ3/5gBb/XomlLXMpknIiIiIjJy+hgNQET1NznAHO2PTgaO/nGsnVRQ6lom80RERERERq6hj3YgaojKysqwIa0cfiM+QKtWrXD37l24ubnh2vUbAGJeej2TeSIiIiIiIiIdy8zMRF6JgOHTP1HreibzRERERERERDoWHh4O4NmWltnZ2RgzZgy2b98Od3d39O7d+6XXK73PPBERERERERFpRpMmTTBx4kR07twZV69eBQDZV2UwmSciIiIiIiLSk8zMTMTEPJsjHxMTo1SvPMBknoiIiIiIiEhvvLy8YGdnBwCws7NDSkqKUtcxmSciIiIiIiLSE4lEguXLl8PV1RXLly+Hv7+/UtcZfDJ/584djBkzBo6OjpBIJPD390daWprsfUEQEB0dDTc3N1hZWSEkJAQXL17UY8RERERUGz7TiYiIajd16lTcvXsXU6dOVfoag07mHz58iKCgIJiZmeHAgQO4dOkSVq5ciUaNGsnOWbFiBVatWoV169bh9OnTcHFxQWhoKIqLi/UXOBEREcnhM52IiEizDHprus8++wzu7u5ISEiQHfPw8JD9WRAErFmzBosWLcLw4cMBAFu3boWzszN27NiByZMn6zpkIiIiqgWf6URERJpl0Mn83r17MWDAALz55ptISUlBs2bNMG3aNEyaNAkAcPPmTeTl5aF///6yaywsLNC7d2/88ssvdT74pVIppFKp7PuioiIAQEVFBSoqKrT4iTSjOkZjiJUMF+sR1RfrkGEx9L8HXT/TiYiIGjqDTuZv3LiB+Ph4zJ49GwsXLsSpU6cwc+ZMWFhYIDIyEnl5eQAAZ2dnueucnZ2RnZ1dZ7nLli3DJ598onD80KFDkEgkmv0QWpScnKzvEKgBYD2i+mIdMgxlZWX6DuGFdP1MJyIiaugMOpmvqqpCYGAgYmNjAQCdOnXCxYsXER8fj8jISNl5IpFI7jpBEBSO1fThhx9i9uzZsu+Liorg7u6O/v37y7YEMGQVFRVITk5GaGgozMzM9B0OGSnWI6ov1iHDYug90rp+phMRETV0Bp3Mu7q6wtvbW+5Y+/btsXv3bgCAi4sLACAvLw+urq6yc+7du6fQsl+ThYUFLCwsFI6bmZkZ1X9IjS1eMkysR1RfrEOGwdD/DnT9TCciImroDHo1+6CgIFy5ckXu2NWrV9GyZUsAQKtWreDi4iI3xLO8vBwpKSno2bOnTmMlIiKiuvGZTkREpFkG3TP//vvvo2fPnoiNjcWIESNw6tQpbNy4ERs3bgTwbCjerFmzEBsbizZt2qBNmzaIjY2FRCLBqFGj9Bw9ERERVeMznYiISLMMOpnv0qULkpKS8OGHHyImJgatWrXCmjVrMHr0aNk58+fPx+PHjzFt2jQ8fPgQ3bp1w6FDh2Bra6vHyImIiKgmPtOJiIg0SyQIgqDvIPStqKgI9vb2ePTokdEsgLd//34MHjzY4OdIkuFiPaL6Yh0yLMb2LNMW/hyIiMjYKfssM+g580RERERERESkiMk8ERERERERkZFhMk9ERERERERkZJjMExERERERERkZJvNERERERERERobJPBEREREREZGRYTJPREREREREZGSYzBMREREREREZGSbzREREREREREaGyTwRERERERGRkWEyT0RERERERGRkmMwTERERERERGRkm80RERERERERGhsk8ERERERERkZFhMk9ERERERERkZJjMExERERERERkZJvNERERERERERobJPBEREREREZGRYTJPREREREREZGSYzBMREREREREZGSbzREREREREREaGyTwRERERERGRkWEyT0RERERERGRkmMwTERERERERGRkm80RERERERERGhsk8ERERERERkZFhMk9ERERERERkZJjMExERERERERkZJvNERERERERERobJPBEREREREZGRYTJPREREREREZGSYzBMREREREREZGSbzREREREREREaGyTwRERERERGRkWEyT0RERERERGRkmMwTERERERERGRkm80RERERERERGxqCT+ejoaIhEIrmXi4uL7H1BEBAdHQ03NzdYWVkhJCQEFy9e1GPEREREVBs+04mIiDTLoJN5AOjQoQNyc3Nlr4yMDNl7K1aswKpVq7Bu3TqcPn0aLi4uCA0NRXFxsR4jJiIiotrwmU5ERKQ5Bp/Mm5qawsXFRfZq2rQpgGct+GvWrMGiRYswfPhwdOzYEVu3bkVZWRl27Nih56iJiIjoeXymExERaY6pvgN4maysLLi5ucHCwgLdunVDbGwsWrdujZs3byIvLw/9+/eXnWthYYHevXvjl19+weTJk+ssUyqVQiqVyr5/9OgRAKCgoAAVFRXa+zAaUlFRgbKyMjx48ABmZmb6DoeMFOsR1RfrkGGp7sEWBEHPkdRNl8/0oqIi7X0QIiIiLap+hr3smW7QyXy3bt2wbds2tG3bFvn5+Vi6dCl69uyJixcvIi8vDwDg7Owsd42zszOys7NfWO6yZcvwySefKBxv1aqV5oInIiLSg+LiYtjb2+s7DAW6fqa7u7trLngiIiI9eNkzXSQYchP+c0pLS/HKK69g/vz56N69O4KCgnD37l24urrKzpk0aRJu376NgwcP1lnO8634VVVVCAgIwNmzZyESiV4aR5cuXXD69GmNnPeic+p6r6ioCO7u7rh9+zbs7OxeGochUPZnZij3ULcsVa5jPVKdMdWj+pSjj3qkzvusQ9q/jyrlCIKA4uJiuLm5wcTE4GfRafWZXlBQAEdHR6We6YbIGH+3SP9Yb0gdrDeGSdlnukH3zD/P2toaPj4+yMrKQnh4OAAgLy9P7sF/7949hZb951lYWMDCwkLhmLI9GWKxWKnKrsx5LzrnZdfb2dkZzS+dsj8zQ7mHumWpch3rkeqMqR7Vpxx91KP6vM86pL37qFqOIfbI10Wbz/RGjRppOly9MKbfLTIcrDekDtYbw6PMM93wm+5rkEqluHz5MlxdXdGqVSu4uLggOTlZ9n55eTlSUlLQs2dPlcuePn26xs9V5rwXnaNKTIZOF59Fk/dQtyzWI+0ypnpUn3L0UY/q+76x0NXnMIR6ZOi0+UwnIiL6MzDoYfZz587F0KFD0aJFC9y7dw9Lly5FSkoKMjIy0LJlS3z22WdYtmwZEhIS0KZNG8TGxuLIkSO4cuUKbG1t9R2+1hQVFcHe3h6PHj1iCxqpjfWI6ot1iFTBZ7ry+LtF6mC9IXWw3hg3gx5m/9tvv2HkyJG4f/8+mjZtiu7du+PkyZNo2bIlAGD+/Pl4/Pgxpk2bhocPH6Jbt244dOhQg3/oW1hY4OOPP1YYVkikCtYjqi/WIVIFn+nK4+8WqYP1htTBemPcDLpnnoiIiIiIiIgUGdWceSIiIiIiIiJiMk9ERERERERkdJjMExERERERERkZJvNERERERERERobJPBEREREREZGRYTLfgNy+fRshISHw9vaGr68v/vnPf+o7JDJCxcXF6NKlC/z9/eHj44NNmzbpOyQyYmVlZWjZsiXmzp2r71CIDN6yZcvQpUsX2NrawsnJCeHh4bhy5Yq+wyIDFx8fD19fX9jZ2cHOzg49evTAgQMH9B0WGZFly5ZBJBJh1qxZ+g6FVMSt6RqQ3Nxc5Ofnw9/fH/fu3UPnzp1x5coVWFtb6zs0MiKVlZWQSqWQSCQoKytDx44dcfr0aTg6Ouo7NDJCixYtQlZWFlq0aIG4uDh9h0Nk0AYOHIiIiAh06dIFT58+xaJFi5CRkYFLly7xWU51+te//gWxWAxPT08AwNatW/H555/j3Llz6NChg56jI0N3+vRpjBgxAnZ2dujTpw/WrFmj75BIBab6DoA0x9XVFa6urgAAJycnODg4oKCggP8BIJWIxWJIJBIAwJMnT1BZWQm2+ZE6srKykJmZiaFDh+LXX3/VdzhEBu/gwYNy3yckJMDJyQlpaWkIDg7WU1Rk6IYOHSr3/aeffor4+HicPHmSyTy9UElJCUaPHo1NmzZh6dKl+g6H1MBh9gbk6NGjGDp0KNzc3CASibBnzx6Fc9avX49WrVrB0tISAQEBOHbsWK1lnTlzBlVVVXB3d9dy1GRoNFGPCgsL4efnh+bNm2P+/Plo0qSJjqInQ6GJejR37lwsW7ZMRxETNTyPHj0CADg4OOg5EjIWlZWVSExMRGlpKXr06KHvcMjATZ8+HUOGDEG/fv30HQqpicm8ASktLYWfnx/WrVtX6/u7du3CrFmzsGjRIpw7dw6vvvoqBg0ahJycHLnzHjx4gMjISGzcuFEXYZOB0UQ9atSoEc6fP4+bN29ix44dyM/P11X4ZCDqW49++OEHtG3bFm3bttVl2EQNhiAImD17Nnr16oWOHTvqOxwycBkZGbCxsYGFhQWmTJmCpKQkeHt76zssMmCJiYk4e/YsG92NHOfMGyiRSISkpCSEh4fLjnXr1g2dO3dGfHy87Fj79u0RHh4u+0WUSqUIDQ3FpEmTMHbsWF2HTQZG3XpU09SpU9G3b1+8+eabugiZDJA69ejDDz/E9u3bIRaLUVJSgoqKCsyZMwcfffSRHj4BkfGZPn06/v3vf+P48eNo3ry5vsMhA1deXo6cnBwUFhZi9+7d+Oqrr5CSksKEnmp1+/ZtBAYG4tChQ/Dz8wMAhISEwN/fn3PmjQx75o1EeXk50tLS0L9/f7nj/fv3xy+//ALgWSt+VFQU+vbty0SeaqVMPcrPz0dRUREAoKioCEePHkW7du10HisZLmXq0bJly3D79m3cunULcXFxmDRpEhN5IiW9++672Lt3Lw4fPsxEnpRibm4OT09PBAYGYtmyZfDz88Pf/vY3fYdFBiotLQ337t1DQEAATE1NYWpqipSUFKxduxampqaorKzUd4ikJC6AZyTu37+PyspKODs7yx13dnZGXl4eACA1NRW7du2Cr6+vbH7rN998Ax8fH12HSwZKmXr022+/YcKECRAEAYIgYMaMGfD19dVHuGSglKlHRKQ6QRDw7rvvIikpCUeOHEGrVq30HRIZKUEQIJVK9R0GGai//OUvyMjIkDv29ttvw8vLCwsWLIBYLNZTZKQqJvNGRiQSyX0vCILsWK9evVBVVaWPsMjIvKgeBQQEID09XQ9RkbF5UT2qKSoqSkcRERm36dOnY8eOHfjhhx9ga2sraxyzt7eHlZWVnqMjQ7Vw4UIMGjQI7u7uKC4uRmJiIo4cOaKwOwJRNVtbW4W1OKytreHo6Mg1OowMk3kj0aRJE4jFYoVer3v37in0jhHVhfWINIH1iEg7qtegCAkJkTuekJDARjGqU35+PsaOHYvc3FzY29vD19cXBw8eRGhoqL5DIyItYzJvJMzNzREQEIDk5GQMGzZMdjw5ORlhYWF6jIyMCesRaQLrEZF2cE1iUsfXX3+t7xCoAThy5Ii+QyA1MJk3ICUlJbh27Zrs+5s3byI9PR0ODg5o0aIFZs+ejbFjxyIwMBA9evTAxo0bkZOTgylTpugxajI0rEekCaxHRERERIaNW9MZkCNHjqBPnz4Kx8eNG4ctW7YAANavX48VK1YgNzcXHTt2xOrVqxEcHKzjSMmQsR6RJrAeERERERk2JvNERERERERERob7zBMREREREREZGSbzREREREREREaGyTwRERERERGRkWEyT0RERERERGRkmMwTEREREb1ESEgIZs2apZWyg4ODsWPHDq2U3dBkZGSgefPmKC0tfeF50dHREIlEEIlEWLNmjUZjuHXrlqxsf39/jZZNpAom80REREREerJv3z7k5eUhIiJCdszDw0OWLFa/mjdvrscoDYePjw+6du2K1atXv/TcDh06IDc3F++8847smIeHR63JfXR0tNKJubu7O3JzczFnzhxlwybSCibzRERERER6snbtWrz99tswMZH/b3lMTAxyc3Nlr3PnztV6fUVFhS7CNChvv/024uPjUVlZ+cLzTE1N4eLiAolEotH7i8ViuLi4wMbGRqPlEqmKyTwRERERkYoePnyIyMhING7cGBKJBIMGDUJWVpbcOZs2bYK7uzskEgmGDRuGVatWoVGjRrL379+/jx9//BGvv/66Qvm2trZwcXGRvZo2bQoAEIlE+PLLLxEWFgZra2ssXboUAPCvf/0LAQEBsLS0ROvWrfHJJ5/g6dOnsvKysrIQHBwMS0tLeHt7Izk5GSKRCHv27AEAHDlyBCKRCIWFhbJr0tPTIRKJcOvWLdmxX375BcHBwbCysoK7uztmzpwpN+Tdw8MDsbGxGD9+PGxtbdGiRQts3LhR7rP99ttviIiIgIODA6ytrREYGIj//ve/uHXrFkxMTHDmzBm587/44gu0bNkSgiAAAAYMGIAHDx4gJSXlJX9L6nt+ZIRIJIKHh4fW7kekDibzREREREQqioqKwpkzZ7B3716cOHECgiBg8ODBsp7y1NRUTJkyBe+99x7S09MRGhqKTz/9VK6M48ePQyKRoH379ird++OPP0ZYWBgyMjIwfvx4/Oc//8GYMWMwc+ZMXLp0CRs2bMCWLVtk96uqqsLw4cMhFotx8uRJfPnll1iwYIHKnzkjIwMDBgzA8OHDceHCBezatQvHjx/HjBkz5M5buXIlAgMDce7cOUybNg1Tp05FZmYmAKCkpAS9e/fG3bt3sXfvXpw/fx7z589HVVUVPDw80K9fPyQkJMiVl5CQgKioKIhEIgCAubk5/Pz8cOzYMZU/g7Jqjoq4du0aPD09ERwcrLX7EalFICJqIMaNGycAEAAISUlJGi378OHDsrLDwsI0WjYRERm+3r17C++9954gCIJw9epVAYCQmpoqe//+/fuClZWV8O233wqCIAhvvfWWMGTIELkyRo8eLdjb28u+X716tdC6dWuFe7Vs2VIwNzcXrK2tZa+//e1vgiAIAgBh1qxZcue/+uqrQmxsrNyxb775RnB1dRUEQRD+85//CGKxWLh9+7bs/QMHDsg9L6ufcw8fPpSdc+7cOQGAcPPmTUEQBGHs2LHCO++8I3efY8eOCSYmJsLjx49lsY8ZM0b2flVVleDk5CTEx8cLgiAIGzZsEGxtbYUHDx4ofG5BEIRdu3YJjRs3Fp48eSIIgiCkp6cLIpFIFkO1YcOGCVFRUbWWIQiC8PHHHwt+fn4Kx2v72VpbWwtmZma1nl9VVSUMGzZMCAgIEMrKypS6B5GusGeeyIBVt0I//7p27Zq+QzNYAwcORG5uLgYNGiQ7VnMYYU1RUVEIDw9XqtyePXsiNzcXI0aM0FCkRERkrC5fvgxTU1N069ZNdszR0RHt2rXD5cuXAQBXrlxB165d5a57/vvHjx/D0tKy1nvMmzcP6enpsldkZKTsvcDAQLlz09LSEBMTAxsbG9lr0qRJyM3NRVlZGS5fvowWLVrILaLXo0cPlT93WloatmzZInefAQMGoKqqCjdv3pSd5+vrK/uzSCSCi4sL7t27B+DZ0P1OnTrBwcGh1nuEh4fD1NQUSUlJAIDNmzejT58+CkPcraysUFZWpvJnABR/tunp6ZgyZUqt5y5cuBAnTpzAnj17YGVlpdb9iLTFVN8BENGLDRw4UGG4WfW8uZrKy8thbm6uq7AMloWFBVxcXDRerrm5OVxcXGBlZQWpVKrx8omIyHgI/5u7Xdvx6qHgNf9c13VNmjTBw4cPay2rSZMm8PT0rPU9a2true+rqqrwySefYPjw4QrnWlpa1hrv87FVL8BX89znF9erqqrC5MmTMXPmTIXyWrRoIfuzmZmZwr2qqqoA4KUJsbm5OcaOHYuEhAQMHz4cO3bsqHX1+YKCArzyyisvLKsutf1sa2tc2L59O1avXo0jR45wNwEySOyZJzJw1clpzZdYLEZISAhmzJiB2bNno0mTJggNDQUAXLp0CYMHD4aNjQ2cnZ0xduxY3L9/X1ZeaWkpIiMjYWNjA1dXV6xcuVJh79zaerIbNWqELVu2yL6/c+cO3nrrLTRu3BiOjo4ICwuTWyCnutc7Li4Orq6ucHR0xPTp0+X+YyCVSjF//ny4u7vDwsICbdq0wddffw1BEODp6Ym4uDi5GH799VeYmJjg+vXr9f/BPqfmnrE1XyEhIRq/FxERGTdvb288ffoU//3vf2XHHjx4gKtXr8rmv3t5eeHUqVNy1z2/sFunTp2Ql5dXZ0KvrM6dO+PKlSvw9PRUeJmYmMDb2xs5OTm4e/eu7JoTJ07IlVHdUZCbmys7lp6ernCfixcv1nofZTsUfH19kZ6ejoKCgjrPmThxIn788UesX78eFRUVtTZS/Prrr+jUqZNS91THiRMnMHHiRGzYsAHdu3fX2n2I6oPJPJER27p1K0xNTZGamooNGzYgNzcXvXv3hr+/P86cOYODBw8iPz9fbmj4vHnzcPjwYSQlJeHQoUM4cuQI0tLSVLpvWVkZ+vTpAxsbGxw9ehTHjx+HjY0NBg4ciPLyctl5hw8fxvXr13H48GFs3boVW7ZskWsQiIyMRGJiItauXYvLly/jyy+/hI2NDUQiEcaPH68wImHz5s149dVX1W6Jf5HqPWNrbgHk6OjIxW6IiEhBmzZtEBYWhkmTJuH48eM4f/48xowZg2bNmiEsLAwA8O6772L//v1YtWoVsrKysGHDBhw4cECuR7xTp05o2rQpUlNT6xXPRx99hG3btiE6OhoXL17E5cuXsWvXLvzf//0fAKBfv35o164dIiMjcf78eRw7dgyLFi2SK8PT0xPu7u6Ijo7G1atX8e9//xsrV66UO2fBggU4ceIEpk+fjvT0dGRlZWHv3r149913lY515MiRcHFxQXh4OFJTU3Hjxg3s3r1brnGhffv26N69OxYsWICRI0cq9ObfunULd+7cQb9+/VT9USklLy8Pw4YNQ0REBAYMGIC8vDzk5eXh999/18r9iNTFZJ7IwO3bt09ubtqbb74pe8/T0xMrVqxAu3bt4OXlhfj4eHTu3BmxsbHw8vJCp06dsHnzZhw+fBhXr15FSUkJvv76a8TFxSE0NBQ+Pj7YunXrS/dpfV5iYiJMTEzw1VdfwcfHB+3bt0dCQgJycnJw5MgR2XmNGzfGunXr4OXlhddeew1DhgzBTz/9BAC4evUqvv32W2zevBnDhg1D69at8Ze//AVvvfUWgGd7yF65ckXWq1FRUYHt27dj/Pjxav0cR44cKfdztLGxwT/+8Q/Z+9V7xrq4uKBRo0aYMmUKevTogejoaLXuR0REDVtCQgICAgLw2muvoUePHhAEAfv375cNMQ8KCsKXX36JVatWwc/PDwcPHsT7778vN0deLBZj/Pjxcs8jdQwYMAD79u1DcnIyunTpgu7du2PVqlVo2bIlgGdD6JOSkiCVStG1a1dMnDhRYWV9MzMz7Ny5E5mZmfDz88Nnn30m2/aumq+vL1JSUpCVlYVXX30VnTp1wuLFi+Hq6qp0rObm5jh06BCcnJwwePBg+Pj4YPny5RCLxXLnTZgwAeXl5bU+93fu3In+/fvLPp+mZWZmIj8/H1u3boWrq6vs1aVLF63cj0hdnDNPZOD69OmD+Ph42fc158nVtgDO4cOHYWNjo1DO9evX8fjxY5SXl8steuPg4IB27dqpFFNaWhquXbsGW1tbueNPnjyRGwLfoUMHuYezq6srMjIyADwbuicWi9G7d+9a7+Hq6oohQ4Zg8+bN6Nq1K/bt24cnT57INWaoYvXq1Qot+AsWLKi1IWPChAkoLi5GcnKybA4hERH9udVsrAaeNVhv27bthddMmjQJkyZNkvv++bnas2bNQocOHZCdnS1LTmtOW3teXfP1BwwYgAEDBtR5Xdu2bV+6lVtQUBAuXLjwwvt16dIFhw4dqrOM2mJ/frh+y5Yt8d13370wltzcXHTs2FEhgZZKpYiPj8fOnTtfeL0q8QFAdHS0rAE/JCSkzp8zkSFhMk9k4KytrVVaAGfo0KH47LPPFM51dXVFVlaWUvcUiUQKD7Gac92rqqoQEBBQa09CzcX56rMADvBsztzYsWOxevVqJCQk4K233oJEIlHqMzzPxcVF4edoa2uLwsJCuWNLly7FwYMHcerUKYXGCiIiIlVUj4SztrbGgQMHsHXrVqxfv17uHGdnZ3z99dfIycnRWk+zMSkpKcHly5fxxRdfYMmSJQrvZ2dnY9GiRQgKCnppWRkZGbCxscGKFSswbdo0jcWYk5MDb29vlJeXw9vbW2PlEqmKyTxRA9K5c2fs3r0bHh4eMDVV/PX29PSEmZkZTp48KVt19uHDh7h69apcD3nTpk3lFsDJysqS2/6lc+fO2LVrF5ycnGBnZ6dWrD4+PqiqqkJKSkqdc94GDx4Ma2trxMfH48CBAzh69Kha91LW7t27ERMTgwMHDmhlXj4REf25nDp1CitWrEBxcTFat26NtWvXYuLEiQrnVc+zJ2DGjBnYuXMnwsPDax1i37ZtW7Rt2/al5cycORNjxowBUPsuQPXh5uYmG21gYWGh0bKJVMFknqgBmT59OjZt2oSRI0di3rx5aNKkCa5du4bExERs2rQJNjY2mDBhAubNmwdHR0c4Oztj0aJFCkPJ+/bti3Xr1qF79+6oqqrCggUL5HrZR48ejc8//xxhYWGIiYlB8+bNkZOTg++//x7z5s1TavsWDw8PjBs3DuPHj8fatWvh5+eH7Oxs3Lt3T7Zgn1gsRlRUFD788EN4enqqtSeusn799VdERkZiwYIF6NChA/Ly8gA8m9tX1164REREL/Ltt9/qO4QXMsSh5M8vlqsuBwcHrT2/TU1N6xw1SaRLnAxK1IC4ubkhNTUVlZWVGDBgADp27Ij33nsP9vb2soT9888/R3BwMF5//XX069cPvXr1QkBAgFw5K1euhLu7O4KDgzFq1CjMnTtXbni7RCLB0aNH0aJFCwwfPhzt27fH+PHj8fjxY5V66uPj4/HGG29g2rRp8PLywqRJk1BaWip3zosWwNGkM2fOoKysDEuXLpVb7Ka27XCIiIiIiPRNJBhikxwR6VRISAj8/f2xZs0afYeiIDU1FSEhIfjtt9/g7Oz8wnOjoqJQWFiIPXv2aC0eXdyDiIiIiOhl2DNPRAZJKpXi2rVrWLx4MUaMGPHSRL5a9VZ++/bt02g8x44dU9jOjoiIiIhIXzhnnogM0s6dOzFhwgT4+/vjm2++UeqaFStW4P/+7/8AQKU9b5URGBgoW+ymtq3/iIiIiIh0icPsiYiIiIiIiIwMh9kTERERERERGRkm80RERERERERGhsk8ERERERERkZFhMk9ERERERERkZJjMExERERERERkZJvNERERERERERobJPBEREREREZGRYTJPREREREREZGT+H0kzy+yCut4vAAAAAElFTkSuQmCC", + "image/png": 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/figUin73JSYm4q677sJ7770HURTter7w8HBs2LABx48fx1//+lf8v//3/7Bu3bp+jzl9+jQ2bdqETz/9FJ9++il27tyJP/3pTwCAv/71r7j88svxi1/8Ag0NDWhoaEBaWtpFj7t161YsWrQIDz74II4fP47XXnsNGzZswNNPPw0AeP/997Fu3Tq89tprKCsrw6ZNmzB+/Hi7XhORL1i+fDk2b96M5cuXezuUCyovL+/3PRBt374d7e3t2L59u7dDCQhKpbJf1f28vDwOsSefwznzRETkc8rKyiCKou1C6ly5ubno6OhAS0uLXc/3xz/+0fZzZmYmli1bhvfeew+/+93vbNstFgs2bNiA8PBwAMBPf/pTfPHFF3j66aehUqkQHBwMpVKJxMREu1/H008/jT/84Q+4++67AQBZWVlYvXo1fve73+Hxxx9HdXU1EhMTcd1110EmkyE9PR1Tp061+/mJyD7Lli3r9z0QDYfXOBx4uvYB+Tcm80RE5Hf6euSDg4Ptevz777+PF154AadOnUJPTw9MJhMiIiL6PSYzM9OWyANAUlISmpubhxRnUVERvv/+e1tPPACYzWbodDpoNBr86Ec/wgsvvICsrCxcf/31mDt3LubNm4egIJ6eyT8sWLAAZWVlWLBggbdDuaAZM2YEfGLk6dfoL0mnRqPBgQMHUFlZiczMTEyePNmne9j7ah8A8OnfK/kGDrMnIiKfM2rUKAiCgOPHjw96f2lpKeLi4hAZGQlBEAYMtz97Pvy+ffuwYMEC3HDDDfj0009x4MABPPbYYzAYDP32kclk/W4LggCLxTKk12GxWPDEE0/g4MGDtq8jR46grKwMISEhSEtLw4kTJ/DKK69AoVDg/vvvx5VXXtkvfiJf5g9DuzUaDQoLC/Hvf/8bhYWFKC4uhkaj8XZYfk2j0WD58uX49NNPsXz5cp/+nZaWlmLmzJlYtGgRZs6c6bNF7DQaDYqLiyGXy2GxWCCXy332d0q+g8k8ERH5nJiYGBQUFOBvf/sbtFptv/saGxvx73//G4sXLwYAxMXFoaGhwXZ/WVlZvwugwsJCZGRk4LHHHsOUKVOQnZ2Nqqoqh2MKDg6G2Wx2aJ+8vDycOHECo0aNGvAlkVhPwQqFAjfffDNefPFFfP3119i7dy+OHDnicHxE3rBs2TLMnTvXp4d2n5vMBWJV8nMbLNydBJaWlmLXrl0wGo3YtWuXT/9Ozy1k54kids4UhiwtLUV+fj7effddGI1GvPvuuz77OyXfwWSeiIh80ssvvwy9Xo85c+Zg165dqKmpweeff46CggKMHj0aK1euBABcc801ePnll1FcXIz9+/fjl7/8Zb9e9lGjRqG6uhrvvvsuTp8+jRdffBEfffSRw/FkZmbi22+/RWVlJVpbW+3qtV+5ciX+9a9/YdWqVTh27BhKSkrw3nvv2ebwb9iwAa+//jqOHj2K8vJyvPXWW1AoFMjIyHA4PiJP6utFBIDbb7/dts0XDYeq5J7uffan3+m5hew8McTemWUCc3JyUFRUZGuoXrx4sc/+TsmHiF60c+dO8aabbhKTkpJEAOJHH33U7/4PPvhAnD17thgTEyMCEA8cODDgOXQ6nfjrX/9ajImJEZVKpThv3jyxpqbGoTjUarUIQFSr1UN4NZ5lMBjETZs2iQaDwduhUADh+yrwaLVa8fjx46JWq/VaDGazWezo6BDNZrPD+1ZUVIh33323mJCQIAqCIAIQ58+fL/b29toeU1dXJ86ePVsMDQ0Vs7OzxS1btogqlUr85z//aXvMI488IsbExIhhYWHij3/8Y3HdunWiSqWy3f/444+LEydO7HfsdevWiRkZGbbbJ06cEC+77DJRoVCIAMSKigrxq6++EgGIHR0doiiK4j//+c9+zyuKovj555+L06dPFxUKhRgRESFOnTpV/Pvf/y6Koih+9NFH4rRp08SIiAgxNDRUvOyyy8QdO3ac9/dxob+nt89lPKcPL0VFRSKAfl9FRUXeDuu8+uL15RiHore3V9y4caMIQNy4cWO/z8iLcfZ3M5TfqaeP6en9du/eLd52223i7t27HdpvKMekwGLvucyrPfO9vb2YOHEiXn755fPeP2PGDNvSQINZunQpPvroI7z77rvYvXs3enp6cNNNNzk8FJKIiHxPZmYmNmzYgMbGRlgsFqxcuRLbtm3DoUOHbI9JTk7G1q1b0dPTg5MnT+KGG25AZ2enrXcDAJ599lm0traiu7sb7777LpYuXdpvbfhVq1bh4MGD/Y69dOlSVFZW2m6PHj0ae/fuhUajgSiKyMzMxFVXXQVRFBEZGQnA2pNy7przc+bMsQ17VavV+Pbbb/GLX/wCAHDrrbdi3759UKvV6Onpwd69e3Httde64lfncTynDy99vYieHr5Mg/NG7zMReZ9Xy+XecMMNuOGGG857/09/+lMA6HcxdTa1Wo3XX38db731Fq677joA1pNJWloaduzYgTlz5rg8ZiIi8p4nnnjCNtx92rRptnnn5H08pw8vSqUSeXl5tttMIIl+sHz5cuzevRttbW3YuXOnR47pL6sLkGv59do3RUVFMBqNmD17tm1bcnIyxo0bhz179pz3xK/X66HX6223u7q6AFirH/tLBeG+OP0lXvIPfF8FHqPRCFEUYbFYhlyZ3VnimUrzfXEMVd+a7QC89pq8xWKxQBRFGI1GSKXSfvf5+/+tq8/pRETDya9+9SscOnQI5eXlA0aaUeDy62S+sbERwcHBiIqK6rc9ISEBjY2N593vmWeewRNPPDFg+7Zt2/yuVdmXl4Ih/8X3VeAICgpCYmIienp6BizF5mnd3d1ePX4gMBgM0Gq12LVrF0wmU7/7fLX4mL1cfU4nIvIGjUaDBQsW2L4XFxcjJyfH7TlGbW1tv+/uxpEAvsGvk/nzEUURgiCc9/5HH30UDz30kO12V1cX0tLSMHv2bERERHgixCEzGo3Yvn07CgoKBqyNTOQsvq8Cj06nQ01NDcLCwhASEuKVGERRRHd3N8LDwy/42UwXp9PpoFAocOWVVw74ewZqj7Sz53QiIm8oLS3F/fffDwDYv38/AOvIo7OnpbiSRqNBaWkpFi9ejNdffx2LFy+GRqNxe+NBX8V+AEzmvcivk/nExEQYDAZ0dHT0a8lvbm7G9OnTz7ufXC6HXC4fsF0mk/ldAuOPMZPv4/sqcJjNZgiCAEEQvDa/vG8ovDdjCBR9f8vB/kf9/X/W1ed0IiJv6Fu2b9GiRdi4cSNyc3PdWhyyb336PmvXrsXChQvtbjxwtod92bJl/b6Td/j1VVV+fj5kMlm/IcENDQ04evToBU/8RETDRV+C5+9DsMmq7+/o74n7YHhOJ6JAcO7KAnl5eW7tJR/qyhLLly/H5s2bsXz5coeOO2PGDHz44Yfslfcyr/bM9/T04NSpU7bbFRUVOHjwIKKjo5Geno729nZUV1ejvr4eAHDixAkA1tb7xMREqFQq3HvvvVi2bBliYmIQHR2Nhx9+GOPHj7dVwiUiGs6kUikiIyPR3NwMwHqR4emh7haLBQaDATqdjj3zThJFERqNBs3NzYiMjBxQ/M4X8JxOROR5Q11ZQq1Ww2KxQK1WuyO8ATjX3rW8mszv378fV199te1235y3u+++Gxs2bMDHH3+Mn/3sZ7b7FyxYAAB4/PHHsWrVKgDAunXrEBQUhDvvvBNarRbXXnstNmzY4JMXOkRE3pCYmAgAtoTe00RRhFarhUKh4Jz5IYqMjLT9PX0Nz+lERP5HpVJBIpFApVJ55HjeWLYvkHk1mb/qqqtsSxYNZvHixVi8ePEFnyMkJAQvvfQSXnrpJRdHR0QUGARBQFJSEuLj472yfJnRaMSuXbtw5ZVXBuTwcE+RyWQ+ndTynE6BiL2IFMjOrbzvSOE8/m/4Br8ugEdERPaTSqVeSQalUilMJhNCQkKYzBORXxlKxe7169dj9erVWLFiBZYsWeKO8IiG5NzK+9OmTbO7cJ6zPexr1qyxNQLQ0HHyIhERERHRIAoKChAdHY2CggKH9129ejUaGhqwevVqN0RGNHR9lfcBxwvnOYuF81yLyTwRERER0SC2b9+O9vb2fqss2GvhwoWQy+VYuHChQ/sVFhZi/vz5KCwsdPiYRI44t/K+I4Xz1qxZg1tuuQVr1qxx6Jh8f7sWh9kTEREREQ3CmbW0NRoNSktL8f3338NiseD77793aC4yC4SRr+tbJvX2228HABQXFyMnJ+ei73GNRoPly5dj7969aGtrw7p16+zaj86PPfNERERERC5SWlqK/Px87Nq1y1YAtLS01NthEblMaWkpZs6ciUWLFmHmzJnIz8+36z1eWlra7//C3v36sFd/ICbzRERERORR/nBR3teL+Omnn2L58uUoLi629UheSE5ODoqKipyei7xgwQIkJCTYlm8k8jXnzrUvKiqy6z3u7H59+gpSrl271rnAAxCH2RMRERGRRw2lSryn9PUiArD1IhYVFV202rdSqez3GEfnIp89T59V8MkXnTvX3t4K+M7u18eZaS+Bjj3zRERERORRy5Ytw9y5cx2+KF+/fj2Sk5Oxfv16N0X2g6H2IjrL2d8NEQ0/7JknIiIiIo+aMWOGUz3yK1asQFtbm0fWbh9qL6Kj+grnAT8UFnOkcB5RoPOHET2exmSeiIiIiDyqsLAQa9euxbJlyxy6KE9NTUVbWxtSU1PdGJ139BXOO5s9w/qJhgsOsx+Iw+yJiIiIyKOWL1+OzZs3Y/ny5Xbvo9FocN9992HKlCm477777CpG50+GWjiPiIYf9swTERERkc8rLS3F/fffDwDYv38/pk2bFlC91kMtnEcU6DjMfiC7kvno6GiHnlQQBBQXFyMjI8OpoIiIiIgo8PTNC1+wYAE0Go3tuz1Ja19BukWLFrHXmmgY4jD7gexK5js7O/HCCy9ApVJd9LGiKOL++++H2WwecnBERETkWl1dXQ7vExER4YZIaDg6d164Iz3s5xakY6810fDA4pDnZ/cw+wULFiA+Pt6uxz7wwANOB0RERETuExkZCUEQ7H68IAg4efIksrKy3BgVDRd988JLSkrYw05EdmFxyPOzK5m3WCwOPWl3d7dTwRAREZH7vf/++3ZNoRNFEXPnzvVARDRccF44ETlqqI2A69evx+rVqz2ypKWnsQAeERHRMJKRkYErr7wSMTExdj0+KysLMpnMzVERERENbqiNgKtXr0ZDQwNWr17NZL7P8ePHUV1dDYPB0G/7zTffPOSgiIiIyD0qKiocevzRo0fdFAkREZH7rVixwtYzH2gcTubLy8tx22234ciRIxAEAaIoAoBt/h0L3xEREREREZEvWLJkScD1yPeROLrDb37zG4wYMQJNTU1QKpU4duwYdu3ahSlTpuDrr792Q4hERETkLr29vdiyZQteffVVvPjii/2+iIiI/F1hYSHmz5+PwsJCj+znSQ73zO/duxdffvkl4uLiIJFIIJFIMHPmTDzzzDN48MEHceDAAXfESURERC524MABzJ07FxqNBr29vYiOjkZrayuUSiXi4+Px4IMPejtEIiIip/Qtabd8+XLs3bsXbW1t+Oyzz+yeb7927Vps2bIFADBjxgx3huo0h3vmzWYzwsLCAACxsbGor68HYC2oc+LECddGR0RERG7z29/+FvPmzUN7ezsUCgX27duHqqoq5Ofn47nnnvN2eERERE7rW9Ju165dMBqN2LVrl229ensUFBQgOjoaBQUFboxyaBxO5seNG4fDhw8DAKZNm4Znn30WhYWFePLJJ7kGLRERkR85ePAgli1bBqlUCqlUCr1ej7S0NDz77LNYvny5t8MjIiJyWt+Sdhs3bgQAh5e0e/fdd9HU1IR3333XXSEOmcPD7P/4xz+it7cXAPDUU0/hpptuwhVXXIGYmBi89957Lg+QiIiI3EMmk9kK2CYkJKC6uhq5ublQqVSorq72cnRERETOG+qSdv7A4WT+qquugslkAmBde/b48eNob29HVFSU7YKAiIiIfN/kyZOxf/9+jB49GldffTVWrlyJ1tZWvPXWWxg/fry3wyMiIvKaNWvWYO3atVi2bJm3Qzkvu4fZt7a24sYbb0RYWBgiIiIwffp0lJeXAwCio6OZyBMREfmZNWvWICkpCQCwevVqxMTEYMmSJWhubsbf//53L0dHRETkPTNmzMCHH37os8XvAAd65h999FEUFRXhiSeeQEhICF599VXcd9992L59uzvjIyIiIjcQRREqlQpKpRImkwlxcXG2qr1ERETDmUajwYEDB1BZWYnMzExMnjzZJ4fo253Mb926FW+88Qbmzp0LAJg7dy7GjRsHo9EImUzmtgCJiIjItSorK3HLLbfg6NGjAIC0tDR8+OGH/eYWEhERDVelpaWYOXOm7XZRUZFPniPtHmZfX1+PyZMn227n5OQgODjYtjQdERER+Yff//730Ol0eOutt/Cf//wHSUlJ+OUvf+ntsIiIiHxCTk6O01XwPcnunnlRFBEU1P/hQUFBsFgsLg+KiIiI3Oebb77BO++8g1mzZgEApk6dioyMDGi1WigUCi9HR0RE5F1KpRK5ubkAfLsKvkPJ/LXXXtsvoddoNJg3bx6Cg4Nt24qLi10bIREREblUY2Njv16G1NRUKBQKNDU1ITMz03uBERERkd3sTuYff/zxAdtuueUWlwZDRERE7icIAiSS/jPtJBIJRFH0UkRERETkqCEl80REROR/RFHE6NGj+y0r29PTg8mTJ/dL8tvb270RHhERkd9av349Vq9ejRUrVmDJkiVuPZbdyTwREREFhn/+85/eDoGIiCggrVixAm1tbb6ZzI8YMaJfS/65ysvLhxQQERERudfdd9/t7RCIiIgCjkajQVRUFNra2hAVFYXi4mLk5OS4rYCew8n80qVL+902Go04cOAAPv/8czzyyCOuiouIiIiIiIjIb5SWluLUqVMAgFOnTiE/P9+ta9Q7nMz/5je/GXT7K6+8gv379w85ICIiIvIMiURywdF2ZrPZg9EQERH5t7716RctWoSNGzciNzfXrWvUu2zO/A033IBHH32U8/CIiIj8xEcffdTvdt9ouzfffBNPPPGEl6IiIiLyT+euT++uHvk+kos/xD7vv/8+oqOjHdpn165dmDdvHpKTkyEIAjZt2tTvflEUsWrVKiQnJ0OhUOCqq67CsWPH+j1Gr9fjgQceQGxsLEJDQ3HzzTejtrZ2qC+HiIgo4N1yyy39vu644w48/fTTePbZZ/Hxxx879Fw8pxMREXmWw8n85MmTkZeXZ/uaPHkykpKSsHz5cixfvtyh5+rt7cXEiRPx8ssvD3r/s88+i+effx4vv/wyvv/+eyQmJqKgoADd3d22xyxduhQfffQR3n33XezevRs9PT246aabODSQiIjISdOmTcOOHTsc2ofndCIiIs9yeJj9rbfe2u+2RCJBXFwcrrrqKofnA9xwww244YYbBr1PFEW88MILeOyxxzB//nwAwJtvvomEhAS8/fbbuO+++6BWq/H666/jrbfewnXXXQcA2LhxI9LS0rBjxw7MmTNn0OfW6/XQ6/W2211dXQCswwuNRqNDr8Fb+uL0l3jJP/B9Re7A95VnuOr3q9Vq8dJLLyE1NdWh/XztnE5ERBToHE7mH3/8cXfEMUBFRQUaGxsxe/Zs2za5XI5Zs2Zhz549uO+++1BUVASj0djvMcnJyRg3bhz27Nlz3hP/M888M+hcwG3btrlt2QB32b59u7dDoADE9xW5A99X7qXRaBzeJyoqql8BPFEU0d3dDaVSiY0bN7osNm+c04mIiAKdywrguVpjYyMAICEhod/2hIQEVFVV2R4THByMqKioAY/p238wjz76KB566CHb7a6uLqSlpWH27NmIiIhw1UtwK6PRiO3bt6OgoAAymczb4VCA4PuK3IHvK89wpkf6hRde6He7b7TdtGnTBpxbh8Ib53QiIqJA57PJfJ9zl8wRRfGCy+jY8xi5XA65XD5gu0wm87sLTX+MmXwf31fkDnxfuZczv9u7777bDZGcnyfP6URERIHOZdXsXS0xMREABrTGNzc321r2ExMTYTAY0NHRcd7HEBERkXfxnE5EROR6PpvMjxgxAomJif3mWBoMBuzcuRPTp08HAOTn50Mmk/V7TENDA44ePWp7DBEREXkXz+lERESu59Vh9j09PTh16pTtdkVFBQ4ePIjo6Gikp6dj6dKlWLNmDbKzs5GdnY01a9ZAqVRi4cKFAACVSoV7770Xy5YtQ0xMDKKjo/Hwww9j/Pjxtkq4RERE5H48pxMREXmWy5L506dP4xe/+AW+/PJLu/fZv38/rr76atvtvgI2d999NzZs2IDf/e530Gq1uP/++9HR0YFp06Zh27ZtCA8Pt+2zbt06BAUF4c4774RWq8W1116LDRs2QCqVuuqlERER0UXwnE5EF1NWVobu7m6UlJQAAEpKShAeHo7s7GwvR0bkn1yWzPf09GDnzp0O7XPVVVdBFMXz3i8IAlatWoVVq1ad9zEhISF46aWX8NJLLzl0bCLyfz16E7Yfb4RCFoSrLolDiIwX/ETewnO6/yosLMTatWuxbNkyzJgxw9vhUIAqKyvD6NGj+21btGgRAODkyZNM6ImcYHcy/+KLL17w/rq6uiEHQ0RkrxON3fiytBk6oxkAUNuhwbW5CRgRG+rlyIj8X0lJCW688UaUl5d7OxTygF/96lc4dOgQysvLcfDgQW+HQwGqu7sbALBx40ZkZmaisrISer0e9957r+0+InKM3cn80qVLkZSUhODg4EHvNxgMLguKiOh8dEYzvixtxonG/if+bp0Jmw7UYWxyBGZdEgd5EHvpiZxlMBhs679T4Kutre33ncidcnNzkZeXhxkzZqC4uNjb4RD5NbuT+YyMDPz5z3/GnXfeOej9Bw8eRH5+vssCIyI6V2VrL7Yfb0KP3nTexxyr70J1uwazxyQiPUbpweiI/EfffPbzaWlp8VAk5AtWr16N1atXY8WKFd4OhYiIHGB3Mp+fn4+ioqLzJvOCIFxwrhwRkbOMZgu+KWvBoRq1XY/v1pnwQXEtJqSqcEV2HIKDfHYVTiKv+Otf/4pJkyYhIiJi0Pt7eno8HBF505IlS7BkyRJvh0FERA6yO5l/8sknodFoznv/mDFjUFFR4ZKgiIj61HdqsfVYIzo1Rof3PVyrRlWbBgVjEpAWzV56oj7Z2dn47W9/ays+dS6OtiMiIvJ9difzY8aMueD9MpkMGRkZQw6IiAgAzBYR+8rbsL+yA5YhjPpRa434oLgWE9MiMXNULGRS9tIT9Y22O18yz9F2w4dGo8GBAwdQWVmJzMxMKBQK5OTkQKlkAygRka9z2dJ0RESu0tqjx+dHG9HSrXfJ84kicLC6E1WtvSgYm4iUSIVLnpfIX61duxZ6/fn/vyZOnAiLxeLBiMhbSktLMXPmzH7bioqKkJeX56WIiIjIXuyiIiKfIYoi9le2451vq12WyJ+tQ2PEf/bXYNfJFpjMTFRo+EpMTORoOgIA5OTkYOPGjQCsS4YVFRUhJyfHy1EREZE92DNPRD5BrTFi6/FG1HVo3XocUQSKqjpQ0dqLOWMTkagKcevxiIh8mVKpRG5uLoAflgwjupiysjKUlJQAgO17eHg4srOz3Xa87u5ujx6TyB8wmScirzvd0oPPjzbCYPJcb3l7rwHvfV+DtGgFRieEY1R8GEJkXJueiIjoQsrKyjB69Gjb7bNrb5w8edLlyfW5x/PEMYn8BZN5IvKqI7VqfFnaPKQid86yiCKq2jSoatPgi5JmJvZE5NcKCwuxdu1aLFu2DDNmzPB2OBSguru7AQCvv/465HI5MjMzUVlZiUWLFtnuc8fxNm7caDuWu485FJ4etUDDm13J/Isvvmj3Ez744INOB0NEw8ve023YV97m7TAADEzs02MUyI53b2JvtojQGs3QGc3QGszQm8zQGS3W28b+P+vPuh0qD0KSKgRJkQokq0IQGyaHRCK4JUYi8h9r167Fli1bAIDJPLndpEmTbNMyFAr3F5btmwbS99525zGdHdbv6VELRHYl8+vWrbPryQRBYDJPRBdlsYj4srQZR+rU3g5lUBZRRGWrBpWtQ0vs9SYz1Boj1Nr+X11aI3oNZqenFfQ9T2mjtTciOEiC+HA5kiMV1iRfpYAimCMLyH4GgwEVFRUYOXIkgoI4aM9fFRQUYN++fSgoKPB2KER+ayjD+j09aoHIrjN2RUWFu+MgomHCaLbgs6ONON3c4+1Q7HJ2Yv9lqXUofl9iHyyVoFtvQpd2YMKu1hqhNZg9EqPBZEFthxa1ZxUPjFLKkHRWch8bFgxBYO899afRaPDAAw/gzTffBGC9SM3KysKDDz6I5ORk/OEPf/ByhOSI7du3o729Hdu3b8eSJUu8HQ6R1znTw+6KYf3OjFoYLFYOz6eLcbr5na34ROQondGMjw/Wo67TvRXr3cVs6d9jLwjWbb6oQ2NEh8aI4/VdAKy990mqEIxLUSE7PoyJPQEAHn30URw6dAhff/01rr/+etv26667Do8//jiTeT/DnnmiHwy1cJ6nh/WfL1YOz6cLcTgLZys+DSdqjRHBQRIOWXaBLp0Rmw7Uoa3H4O1QXMIiioBv5vGDMpgstpoAseFyXJ4VjZFxTOqHu02bNuG9997DZZdd1u+9MGbMGJw+fdqLkZEz2DM/EJc0G778qXDeYLHq9Xrce++9PhUn+R6Hk3m24tNwodYY8Z+iGiREhGDexGRvh+PXWnv02HSgDt06k7dDIQCt3Xp8cqgB8RFyXJYVg5FxYd4OibykpaUF8fHxA7b39vayoccPLVu2rN/34Y5LmhHg2R72oTo71uLiYm+HQ35A4ugOmzZtwssvv4yZM2eyFZ8CVl8i360z4VRzD47V+2ahNn9Q26HB/+2vYSLvg5q79Pj4YD3e/rYa5S3+UcOAXOvSSy/Ff//7X9vtvvP6//t//w+XX365t8IiJ2g0GgDA7bffDgAoLi62bRuuzu7t3L17d7/vZ99PROSvHO6ZZys+BbqzE/k+X59oQWqUEiqFzIuR+Z9Tzd347EgjTD46r5ysmrp02HywHkmqEFyWFYPM2FBvh0Qe8swzz+D666/H8ePHYTKZ8Ne//hXHjh3D3r17sXPnTm+HRw4oLS3FzJkz+20rKiqyFeEazvypZ5aIyBEO98yzFZ8C2WCJPGCdb7ztWCNEkUmpvQ7XduLTww1M5P1Ig1qHjw7U4b3vq1HdNrx79IaL6dOnY8+ePdBoNBg5ciS2bduGhIQE7N27F/n5+d4OjxyQk5Nj63HeuHEjioqKkJOT4+WoiIjInRzumWcrPgWq8yXyfWo7tCiu7kB+RrSHI/M/e0614tuKdm+HQU6q79Thg+JapEQpcHlWDNKild4OidzAaDTif//3f7FixQpbUVtyrYcffhgvv/wyfv3rX+O5555z67GUSiVyc3MB/NATTUREgc3hnnm24lMgUmuMeL+49qLzuvecakNLt95DUfkfi0XE9uNNTOQDRF2HFu8X1eL9olq/XU6Qzk8mk+Gjjz7ydhgBSaPRoLi4GC+99BL0ej1eeumlYT9/nYjco6ysDMXFxf1WbCguLkZZWZmXIyNPcKhnnq34FIj6EvkurfGijzVZRGw91oifTE2HVMIaEYA1gdcazdAYzNhzuhXlLb3eDolcrKZdg5p2DdKilbgsKxqpUeypDxS33XYbNm3ahIceesjboQSU0tLSfh0cBoMBpaWlAdVbPtiSb1zuzb9w2T7/xxUbyKFkvq8Vf8WKFe6KhwJYe68BjWodxiRHeDsUG0cS+T4t3XrsPd2GmdmxbozMuwwmCzRGIzRGE3r1ZmgNZmgMJmiMfT+boTWY0GswQ2c0g6UEhoe+pD41SoHLOPw+IIwaNQqrV6/Gnj17kJ+fj9DQ/sUPH3zwQS9F5t9ycnJQVFSEkpISLFq0CBs3bgyo+esXSiCYPHieM0k5k8DAMNj69H3fFy1axBUbhgGH58yzFZ+cVdLQheKqDkSHBiNRFeLtcJxK5Pvsr2rHiLhQpEQGRkXcth49ylt7UdaoRmGtgFO7yiGRSL0dFvmo2jPD71MiFZiWFY2MGFa/91f/+Mc/EBkZiaKiIhQVFfW7TxAEJvNOUiqV/Xrhc3NzoVQGTuPXYAmEXq/Hvffey+TBw5xNypkEBhau2DB8OZzMsxWfnCGKIkoaumCyiPj0cD1+MjUdoXKH334uo9Y6n8gDgCgCW4824q7L0iEP8r+k12IRUdepRXlrL8pbetCpMZ7ZboZZ5PQBsk9dpxYfFtchSRWCaVkxGMEl7fxORUWFt0MgP3Z2AlFcXOztcIaloSblTAKJ/JvD2RRb8ckZNe1aW3G5bp0J/z3cgNvzU70y71ytNeL9IucT+bOfZ+eJFswem+iiyNxLbzKjqk2D8pYeVLRqoDOavR0SBYgGtQ6bDtQhISIE07KiMTIuzNshERF5jTfqCTApJxqeHE7m2YpPzjje0NXvdl2nFl+VNuO6MQkejcNViXyfY/VdGBkf5tLkxWwR8W1FG2rbtVDKpQiVByFMHgRlsBRh8iCEyoMQGhwERfDFRwR06Ywob7H2vtd2aGHmmu/kRk1dOnx8sB7xEXJMG2FN6gWBIz2IaPhgPQEi8iTvjXOmYcNgsuB0S8+A7Ufq1IiPkGNCaqRH4nB1It9nx/EmJF0eAmXw0P+dmrt02Hq8Ca12LH8XJBGglAchNLh/wh8qD0K3zoTy1h40d3EZPfK85i49PjnUgNhwa1KfGSX3dkhERB4xlHoCrC5PnsT3W2BgMk9ud6q5BwaTZdD7vj7RgpgwudsLybkrkQcAjcGM7cebcMukFKefw2wR8W15G76v7IDFztLwJouILq3RLa+JyBVau/X47+EGRCmkCObblIiGEUfrCbC6PHkS32+Bg8k8ud25Q+zPZraI+O+ZgnjhITK3HL+1R4/NB+vdmvSWt/TiaJ0a41JUDu/b1KXDtmONaO0xuCEyIu9r6zWgpkXAbK0RsTL3/J8TUWAL9F5EVpcnT+L7LXAwmSe36tIZUduhueBjevVmfHKoAXdOSUWQVOLS4x+tU+PrE80wmt0/V3znyRakRSmhUtqXrJjMFuwrb0dRlf298UT+SmcW8OGBevx4agZUCib0vqi3txfvvfcetFotZs+eHRAJEgWG4dSLyEJ25El8v/k/12ZOROcobeiGPXlqU5cOO0qaXXZcg8mCz482YPvxJo8k8n3H3HqsEaIdL7hBrcXb31Xj+8p2JvI0bHTrjPigqBZdOo6597bq6mrMmjUL4eHhKCgoQHV1NfLy8vDzn/8cDzzwACZNmoRdu3Z5O0wiAP17EXfv3t3v+9n3ExENN0NK5nt7e/HGG2/glVdeQVlZmatiogBScoEh9oM9tri6Y8jHbO7W4e1vq1DS4PmTe12nFvurzv8aTGYLvilrwf99X4s2DqunYUittSb03Uzoverhhx+GwWDA+vXroVQqMWfOHGRnZ6OhoQFNTU2YO3cuVq1a5e0wifrJzc3FjBkzcNddd2HGjBnIzc31dkhERF5l9zD76upq/PSnP0VxcTEuu+wyvP766ygoKLAl8QqFAp999hmuvPJKtwVL/qVBrUV7r2MJ6zcnWxEbKkd6jNKpYx6s6cQ3J1tg8uISbHtPtyEjRon48JB+2+s7tdh+vMnh3wlRoOnUWAtS/mhKGsLknO3lDbt27cLHH3+MqVOnYu7cuYiNjcUbb7yBhATrcqF//OMfce2113o5SiIiIroQu3vm2YpPjnKkV76PRRSx5WgD1BrHeu10RjM+PVyPr0qbvZrIA9aifluPNsJktlbwN5ot2HmyBf+3v4aJPNEZnRoj3t9fg169yduhDEstLS3IyMgAAERHR0OpVNoSeQBITExER8fQR0oRERGR+9jdJcJWfHKE2SLiROPAteXtoTWY8fHheiy4NA0yOwriNap12HKkAWofWqKttceAPafbMDI+DNuPNaLDwcYJouGg40wP/R35qQhlD71HiaIIQRBst8/+mYisysrKArZ6PhEFBrt75r3Vit/d3Y2lS5ciIyMDCoUC06dPx/fff2+7XxRFrFq1CsnJyVAoFLjqqqtw7Ngxl8dBjqlo7YHOaHZ6/9ZuPbYda7rgY0RRRFFVO/5vf41PJfJ9iqs78J/9NUzkiS6gvdeAD4proTGwh97TVq5ciYceeggPPfQQDAYDnn76advtxx9/3C3H5Dmd/EVfBf2+qvmLFi1Cfn4+Ro8ezTpRROQz7O4K8VYr/s9//nMcPXoUb731FpKTk7Fx40Zcd911OH78OFJSUvDss8/i+eefx4YNGzB69Gg89dRTKCgowIkTJxAeHu6RGGmgY/WOD7E/18mmbsRVyDF1RPSA+7QGM7Ydb0R5S++Qj+MuLFJPZJ+2HgM+KKrFHflpUARLvR3OsHDllVfixIkTttvTp09HeXn5gMe4Gs/p5C/6KuS//vrrkMvlXIObiHySQ+MaV65cCaXSWpisrxVfpVIBADSaC68l7gytVosPPvgAmzdvtl1UrFq1Cps2bcL69euxevVqvPDCC3jssccwf/58AMCbb76JhIQEvP3227jvvvtcHhNdnNZgRlWba94Pe063Ii5cjhGxobZtdZ1afHakAd069uQRBYrWHgPeL67FHXmpTOg94Ouvv/b4MXlOJ380adIk5OXlAeAa3ETke+xO5r3Rim8ymWA2mxES0r8quEKhwO7du1FRUYHGxkbMnj3bdp9cLsesWbOwZ8+e85749Xo99Hq97XZXl7UX2Wg0wmj0jyHRfXH6YrxHazthNLku0f7voTrcOSUFkQoZvq/qwLcVHXat5U6OM58p2tf3ncgV7H1fNas1+M/+Ktw2KRkhMib0jvLF88HZPH1OJyIiCnR2J/PeaMUPDw/H5ZdfjtWrVyM3NxcJCQl455138O233yI7OxuNjY0A0G/uft/tqqqq8z7vM888gyeeeGLA9m3bttlGHviL7du3ezuEAfY0CVAbXDsNo6KsFIogoFXHIk2ecG5DHZEr2PO+KgNw7OhRXBonQmZ3VRcC7B8h99BDD9n9nM8//7yz4Qzg6XM6+aaysjJ0d3ezsBwRkQv4fPngt956C/fccw9SUlIglUqRl5eHhQsXori42PaYc+fvnzu//1yPPvpov4uZrq4upKWlYfbs2YiIiHD9i3ADo9GI7du3o6CgADKZzNvh2LT16HHquxrEu+n5o9z0vGRlNltQXl6OrKwsSO1YSYDIHs68r3QRIbh+YhLk7KG3m7090gcOHOh3u6ioCGazGZdccgkA4OTJk5BKpcjPz3d5jJ48p5Pv6Ssqd7a+AnOA9b3HhJ6IyH52JfPeasUHgJEjR2Lnzp3o7e1FV1cXkpKS8OMf/xgjRoxAYmIiAKCxsRFJSUm2fZqbmwe07J9NLpdDLpcP2C6TyXwqMbaHr8Vc1toJiYQX3/5OKpXw70gu58j7qqXHiE+PNuO2vBTIg/hetIe954KvvvrK9vPzzz+P8PBwvPnmm4iKsjaXdnR04Gc/+xmuuOIKl8foyXM6+Z6+wnEbN260FZRjYTkiIufZlcx7sxW/T2hoKEJDQ9HR0YGtW7fi2WeftZ38t2/fjsmTJwOwFubbuXMn/vznP7stFhqcKIoobeCJmIhco0Gtw6YDdbhxQjLCuA69W6xduxbbtm2zJfIAEBUVhaeeegqzZ8/GsmXL3HJcntOHt9zcXOTl5WHGjBkAWFiOyJ9wqoxvsevqyJut+Fu3boUoirjkkktw6tQpPPLII7jkkkvws5/9DIIgYOnSpVizZg2ys7ORnZ2NNWvWQKlUYuHChS6PhS6sul2DHj0rzBOR69R36vDW3ipcnROHnET/mAblT7q6utDU1ISxY8f2297c3OyWXlKe04mI/Benyvgeh7s6PN2Kr1ar8eijj6K2thbR0dG4/fbb8fTTT9uGE/7ud7+DVqvF/fffj46ODkybNg3btm3jerRecNwFa8sTEZ1LZzTjsyONKGvqwbW58VAGs5feVW677Tb87Gc/w9q1a3HZZZcBAPbt24dHHnnEtjycK/GcTkTkvzhVxvc4fEXk6Vb8O++8E3feeed57xcEAatWrcKqVatcfmyyn95kxumWHm+HQUQB7FRzD+o7tbgmJx7ZCUzuXOHVV1/Fww8/jEWLFtmWtgsKCsK9996Lv/zlLy4/Hs/pRET+j1NlfIfDybynW/HJP5Q19cBo5trvROReGoMZnx5uQE5iD67Oied69EOkVCrxt7/9DX/5y19w+vRpiKKIUaNGITQ01NuhERER0UU4nMx7uhWf/ENJA4fYE5HnlDZ2o7ZDi2tz45EVF+btcPxeaGgoJkyY4O0wiIiIyAEOLyTd14rf1taGAwcOoLi4GO3t7fjb3/7GlvxhSq01oq5T6+0wiGiY6dGbsPlgPbYea4TOaPZ2OH5j/vz5dq9JDwB33XUXmpub3RiR71u/fj2Sk5Oxfv16b4dCRERk43Ay36evFX/ixIlM4oe5koYuiBxhT0Recry+Cxv3VaGqrdfbofiFzZs3o6WlBV1dXRf9UqvV+OSTT9DT4/81UQoLCzF//nwUFhY6vO/q1avR0NCA1atXuyEyIiIi59iVzLMVny6EQ+yJyNu6dSZ8WFyHHcebYDBZvB2OTxNFEaNHj0ZUVNRFv6Kjo9HbGxiNJGvXrsWWLVuwdu1ah/ddsWIFkpKSsGLFCjdERkRE5By75sz3teLbQxRFfPLJJ1i9ejXi4+OHFBz5vvpOLTo1Rm+HQUQEADhSp0Z1uwYFYxKQFq30djg+6auvvnJ4n5SUFDdE4lkFBQXYt28fCgoKHN53yZIlWLJkiRuiIiIicp5dyXxfKz7Rubi2PBH5GrXWiA+KazEpLRKzRsdBEARvh+RTZs2a5e0QvOLdd99FU1MT3n33XZ9PzAsLC7F27VosW7bMtvQTEZG/KysrQ0lJCQDYvoeHhyM7O9ubYfk1u5L54dqKTxdmMltwsrnb22EQEQ0gisCB6k4IgoBZo+O8HQ75KY1Gg9LSUnz77bd44403cM899+Duu++GUuneUR99UwIAMJknooBQVlbWr3N40aJFtp9PnjzJhN5JdiXzw7UVny6svLUXeiPnphKR7yqu6kBMaDDGpai8HQp52Zo1a2y93fYqLS1Ffn6+7fb+/fsxbdo05OXluSNEm74YHYmViMiXdXdbOwBff/11yOVyZGZmorKyEosWLbLdR45zeJ15oj4sfEdE/uDL0maoFDLOoR/mZsyY4XAvd05ODoqKirB582Y8+eSTWLlyJXJyctwU4Q+ciZWIyB9MmjTJ1iCqUCi8HI3/c3ppOhreevUmVLZqvB0GEdFFmS0i/nukAZ0ag7dDIS/RaDQoLCzEv//9bxQWFqK4uBgazcXPYUqlEnl5ebjlllsAALfccovbh9gDQ1tGj4iIhg/2zJNTShu7YeHi8kTkJ7QGMz4+VI87p6QhRCb1djg+79ChQ8jLy4PZbPZ2KC5RWlqKmTNn9ttWVFTk9uHyzlq+fDl2796NtrY27Ny509vhEBGRj2LPPDmFQ+yJyN+09Rjw2dEGWCxsiLSHGEANtjk5Odi4cSMAYOPGjSgqKvLIcHlnaDQaqNVqiKIItVpt1wgCIiIanlyWzB86dAhSKXs7hoOWbj1auvXeDoPooswWERqDCR0aAxq7dKhq60VZUzeO1qlRVNWBvafbUN7a4+0wyYMqWzXYWdbi7TD8QiAt6adUKpGbmwsAyM3NRV5enkeGyzujtLQUhw4dgiiKOHToEEpLS70dEhER+SiXDrMPpFZ8Or/j7JUnH6E3mnGoVo22Xj30JgsMJgv0Rgv0JjP0JgtMdvbAjkuOwKzRcQiScrDScHCwuhMxocGYkBrp7VCIBugbRbBo0SJs3LjRZ0cQEDkjMUyAovMkUG893yo6TyIx7OINh+fu58i+RIHMpcl8ILXi0+D0JjNONDKZJ+8ymi04VNOJ/VUd0JsuvjxisFSC4CAJ5DIJ5FIJ5DIp5EESiCJwoqkbR+u70Nytx43jkxChkHngFZC3fVXagkhFMNJjfLN31t26ui78Oc5lgrzn3FEE7h5BUFZWhpKSEgCwfQ8PD+eaz+QW9+UHI3fXfcAu6+3cM9sc3c+RfYkCGQvgkd26dUZsOliPXn1gFEQi/2O2iDhe34VvK9rQa7C+D6NDgzEmKQIKmdSasPcl7UHWhD04SALJBRoac5PC8fnRRjR36/H2d9W4fmwiMmNDPfWSyEssorXC/YJL0xAVOvwuBiMjIy/YAC+KIhvoh4GysjKMHj3adnvRokW2n0+ePMmEnlzutSIDfrxyA3LPjDgpKS3Fa2sX4mYH93NkX6JAZncyz1b84a21R49NB+rQrTN5OxQahkRRxMmmHuwtb4NaawQAhIcE4fKsGFySGH7BZP1iMmJC8ZOp6dhytAFNXXpsPlSPqZnRmJYVPaTnJd+nM5qx+WAdFkxNH3YV7r/66itvh0A+oO/a7fXXX4dcLkdmZiYqKyuxaNEiXteRWzT2iNBGjgaSJwEAtI0WNPZcfErcufs5si9RILM7mWcr/vBV067BJ4froTdefDgzkSuJooiqdg32nGpDS4+16KJCJsXUEdEYlxKBIIlr5rhHKGS4Iz8Vu0624kidGt9VtqOxS4frxyZCETy8krzhpkNjxH8PN+C2ySmQSIbPOWzWrFneDoF8yKRJk2zL9CkUCi9HQ0RE9rI7mWcr/vB0orEbW481wsylnMjD6ju12HO6DXWdWgDWee95GZGYnBaF4CDXF6oLkkhwTU48klQh+LK0GdXtGrz9XTVuHJ+ERFWIy49HvqO6XYOvTjTj2twEb4fiMaIo4rnnnsOmTZtgNBpx3XXXYeXKlQgJ4XudiIjIX9idzLMVf/gpqmrHN2Wt4CIF5EmtPfozS8b1AgCkEgETU1WYkhHtkV7y3KQIxIXL8d/DDejUGvGfohpcOToOE1JUHH0UwA7XqhEdGozJ6VHeDsUj/vSnP+GPf/wjrr32WigUCjz//PNobW3F3//+d2+HRkRERHayu3tLFEX85S9/wYwZMzB16lQsX74cOp3OnbGRl4iiiK9ONGPXSSby5DlqrRFbjzXi399Wo7y1FwKAsckRuPvyDFyRHefR4e6xYXIsmJqGkXGhsIjA1ydasPV4E4xmTjUJZLtOtqLyTCNSoNuwYQNeeuklbNu2DZs3b8amTZvwr3/9i0vMEhER+RG7k/k//elP+MMf/oDQ0FAkJSXh+eefx4MPPujO2MgLTGYLPj3cgIPVnd4OhYYJs0XErrIW/GtvJUobrQWXRsWHYdFlGbguNwHhId5ZKk4eJMWN45NwxahYCIJ1ysl739ego9fglXjI/SyiiC1HG9B2pj5DIKuqqsJNN91kuz1nzhyIooj6+novRkVE/uKHdd8PAvUHueY7kZfYPcy+rxX//vvvBwB8/vnnuPXWW/Haa69x6GmA0BnN+PhgvW2OMpG7aQ1m/PdIg+09lx6txPSRMUiI8I15u4IgIC8jCgkRIdYkr9eAd7+vwXVj4pEdH+7t8MgN9EYLPj5UjwWXpgd08UODwdCv0JkgCAgODoZeH/gNGUQ0dM6uF09ErmV3Mn+hVvyUlBS3BEeeo9YaselAHdrZ60ge0tajxyeHG6DWGhEslWDO2ARkxYV5O6xBpUQpsHBqOj472oi6Ti22HGlEXroO00fGwmwRoTeZoTdZoDdZYDBZrLeNFujNFhiMFtv9hjOP0ZvMiAiRYWR8GEbGhUIZbPdH8ZD06E0IlkrcUkAwkHRqjPjkcD1unZQS0L+rFStWQKlU2m4bDAY8/fTTUKlUtm3PP/+8N0IjIh/n7Hrx/uKHkQc/nAM4+sB7ysrK0N3djZKSEgBASUkJwsPDkZ2d7eXIvM/uK0i24geu5i4dNh2sQ6/e7O1QaJioauvFliONMJgtiAgJws0TkxETJvd2WBcUKg/C/Mkp2HO6DUXVHSiu7kTxEKajdGiMqGrX4KtSIDlSgVHxYRgVF4awENcl9iazBbWdWlS1aVDV1osOjRGhcilunpiM+HDfGP3gq+o6tHi/qBa3TEpGqNwzjS2edOWVV+LEiRP9tk2fPh3l5eW22xx1R0Tn4+x68Z7mbFJ+7sgDwP2jD86NlY0HVmVlZRg9enS/bYsWLQIAnDx5ctgn9A5dobAVP/BUtvbiv0caYDCxsBe5nyiKOFSrxq6TLRABJKtCcOOEJI/1TA+VRCJgZnYsElUh2FHSBP2Z/xuJYJ1jLw+y9nrLZRLIpVLIZWduB0n63R8slaCpS4dTLT1o6tKjrlOLuk4tdp5sQZIqBKPiwjAqPgwRCsfqBYiiaG0kaOtFVZsGtZ3aActK9urNeL+oFtePS0RWrG+OhPAVTV06vPt9DW6bnILo0MAaPvr11197OwQiIrdzNik/d+QB4P7RB5y6MLjubms9pY0bNyIzMxOVlZXQ6/W49957bfcNZ3ZfQbMVP/AcrVPji5JmWFi9mDzAbBGx82QLjtSpAQC5SeG4JiceQRL/G8Y8Kj4MmTFK6E0WyIMkkEoEhz//0qKVmJIZjS6tEadaenCquQcNap3t65tTrYgPl2NkfBiy48IQdZ5kUm8yo6Zda03g2zXo1pn63R8mD0JGjBIZMUokhIdgR2kTatq1+PRQA64cHYdJaZHO/hqGhS6tEe99X4N5E5OQGqW8+A5+zmQyQafTISyMDT1E5P+cTcrPHXkAuH/0QaBPXRiq3Nxc5OXlYcaMGSguLvZ2OD7D7mSerfiBZV95G/aebvN2GDRM6IxmbDnagJp2a6G7maNikZce6dcNgEFSCYKkQ2+IiFDIkJcehbz0KPTqTbbEvq5Di+ZuPZq79dh7ug0xocHWofjxYTBbROvQ+fZeNKh1/ZaQlEoEpEQqrAl8tBLRocH9fs+3TEzBVyeacay+CztPtkCtMeKK0bGQ+PHfwt10RjM+Kq7D7LGJuCQxMAofbtmyBW1tbfjpT39q2/b0009j9erVMJlMuOaaa/Dee+8hKirKi1GSvQabTwqAc0pp2PNGUu4sf5m6QL5lyGNb2Yrvf0639DCRJ4/p0BjwyaF6dGiMkEkFzBmbiJE+WujO20LlQZiYGomJqZHQGEwob+nFqZYe1LRr0NZrQFtFO76taB+wX5RShozoUGTEKJESpYDsAo0MUomAa3PiEamUofBUGw7WdkKtM+L6sYkBXextqEwWEZ8dbUC3zogpmdHeDmfInnvuOdx+++2223v27MHKlSvx5JNPIjc3F4899hhWr17NqXN+4ELzSQHOKSXyNM59J0+yO5lnK35gMFtEfHOyxdth0DBR067Bf480QG+yIExuLXQXF+7bhe58hTI4CONSVBiXooLOaEZFay9ONfegql0DiWBdxi89WomMmFCoHJxbLwgCpmREQxUiw9bjTaho7cX7xbW4eUKySwvwBRpRBL4pa0WXzoirRsdDIvHfi7OjR49i7dq1ttvvv/8+CgoK8NhjjwEAQkJC8Jvf/IbJvB8YbD5p3/dFixZxTimRh3HuO3mS3VdtbMUPDIdqO9GhMXo7DBoGjtap8dWJZlhEIDEiBDdNSArIquCeECKTIjcpArlJETBbRAiASxLJ7IRwhIUE4ZNDDWjp1uO9/TVscLHDoRo1unUmzB2fdMFREL6su7sbMTExttu7d+/GHXfcYbs9duxY1NfXeyM0ctLZ80kB9FuBiIg8h3PfyZPsvgo5evQopk+fbrt9div+/PnzsXbtWnzyySduCZJcQ2c049vygUN0iVzJIorYdbIFX5RaE/nRCWG4PS+FibyLSCWCS3uEk1QK/PjSNEQrg9GjN+E/RTWoaO112fMHqvKWXrxfVAuNwXTxB/ug5ORk27zqnp4eHDp0yJYEAkBbW1u/1WuIiMg+/ea+J0+CNnI0576T29idzA/Win/NNdfYbrMV3/ftLW+Dzsi15Ml99CYzPjlUjwM1nQCAy0ZE4/qxiS4pFEfuo1LIcOeUVKRGKWA0i/jkUD0O1XZ6Oyyf16jW4d3vatDRa/B2KA674447sHTpUrz11lv4xS9+gcTERFx22WW2+/fv349LLrnEixESERHRxdh9hc1WfP/W3mvA4Rq1t8OgANalNeI/+2tR2aaBVCLghnGJmJYV49cV64cTuUyKWyelYExSBEQAX59owa6TLVy68iLUWiPe21+Duk6tt0NxyOOPP44pU6bgwQcfxMGDB7Fx40ZIpVLb/e+88w7mzZvnxQiJiIjoYuwe99rXir98+XJs2bKFrfh+5psyXpST+2gNZry3vwYagxmhwVLcNDEZiREh3g6LHCSVCLgu11rpfs/pNhyo6YRaa8T14xL9dm64J2gNZnxYVIvrxyUiO8E/lq5TKpV46623znv/V1995cFoiMgbzq26DrDyOpG/sTuZf/zxx1FfX48HH3wQiYmJbMX3I1VtvShv4RxYcp9vTrVAYzAjSinDbZNTEB7iWHV18h2CIODSzGioFDJsO96E8lbr3PB5E5MRxroH52WyiPjvkQZcoTMhP4Orugx3XPed/MG5VdcBVl4n8jd2d7X0teJ3dHSgpKQEV1xxRb/7v/rqK/z+9793aXAmkwl//OMfMWLECCgUCmRlZeHJJ5+ExWKxPUYURaxatQrJyclQKBS46qqrcOzYMZfG4S7N3Tq3F5qyWKzFyIjcpaZdg5IG69JHBWMSmMgHiNEJ4Zg/OQUKmRTN3Xq8930Nmrt13g7Lp4kisOtkC7460QyT2XLxHYaZQD+n9+lb9z0/P9+23vuiRYuQn5+P0aNHo6yszMsRElm9VmRAyZWvAf+70/ZVcuVreK3I/+qAEA2mrKwMxcXF/RpWi4uLA+pz2Ke7Wf785z/j1VdfxZtvvomxY8di//79+NnPfgaVSoXf/OY3AIBnn30Wzz//PDZs2IDRo0fjqaeeQkFBAU6cOIHwcN8d7mgyW7D1WBO6tEYsuDQNMWHuWQrqaL0arT38UCb3MFks+PJEMwBgfIoKSSouhRRIkiOtle43H6xDh8aId7+rweiEcFyaGeW2z6xAcLC6E6ebezB1RDTGJqsg9eP16F0pkM/pZ+O67+Qv+lVdP0PbaGHldT/D6RKD62tYPVtfAysAnDx5MiBGSvl0Mr93717ccsstuPHGGwEAmZmZeOedd7B//34A1hb8F154wbY8HgC8+eabSEhIwNtvv4377rvPa7FfzN7yNrR26wEAHx+qx0+mpiNEJr3IXo7RGc3Ye7rNpc/prF69CV+UNkMiADeMS+LFbYDYX9mBTo0RymApZoyMufgO5Hesle7TsKOkCadbenGiqRsnmrqRHR+GSzOjuSb9eXTrTPiipBn7KztwWVYMcpPCh30xyEA+pw8m0Nd9PzeBYPJA5B2cLjG44dKw6tPJ/MyZM/Hqq6/i5MmTGD16NA4dOoTdu3fjhRdeAABUVFSgsbERs2fPtu0jl8sxa9Ys7Nmz57wnfr1eD71eb7vd1dUFADAajTAaje57QWfUdWrxfXkbRFhbPtt7zNh8oAa3Tky2e/3ovjgvFO/eU23o0Xm/V76t14BPDjWiW29dj/lYXSfGpUR4OSoajPnM0GCzHUOEOzQGfF/ZDgC4YlQMZFLAYuHSh4EoWArMHZeAlm49vq/qwOkWDcqae1DW3IOsWCWmZkZdMKl35H0VaDp6zfjsSB2+LQ/GtBHRGBUX6rakfqjnL51Oh5AQ9xWu9PQ5ndzr3ASCyQORd7xWZMCPV25Abk6ObVtJaSleW7sQN3sxLl8R6A2rPp3M//73v4darUZOTg6kUinMZjOefvpp/OQnPwEANDY2AgASEhL67ZeQkICqqqrzPu8zzzyDJ554YsD2bdu2uX15PZMF2N0kQGvqfzFXBuD08cMYG+XY0Kbt27cPul1jAr5pFGARvdtK3qoDDrYJMIkCpIIIsyhgz6kWSHuaEcTi2D6rvLz8gveLIvB9q/X9FSsXAXUjynj9PCxky4HEBOB0l4BGLVDeqkF5qwZxISJGRYhQXeBa/mLvq0D37UEgIlhEdoSIeDdcS2g0Gof3sVgsePrpp/Hqq6+iqakJJ0+eRFZWFlasWIHMzEzce++9LovP0+d0cq9zEwgmD0TewekSw9uQknl3t+K/99572LhxI95++22MHTsWBw8exNKlS5GcnIy7777b9rhzezlEUbxgz8ejjz6Khx56yHa7q6sLaWlpmD17NiIi3NtjvKOkGanK82c9qaPjMCFVddHnMRqN2L59OwoKCiCTDSw49t8jjRgZ1jOkWIfqWH0XiutaYRGBZFUIrh8bj/eL69GlM6FHHo1LM1nx2deYzRaUl5cjKysL0gssRVbS2I32uhYESQTMnZwGlYJF74abPADtvQbsr+rEyaYetOgEtOgEpEcrMDUzCkmqH84N9r6vhosuAKEqBS7PikZqlOuyemd6pJ966im8+eabePbZZ/GLX/zCtn38+PFYt26dS5N5T5/Tyb3OTSCYPBAReZ7DybwnW/EfeeQR/OEPf8CCBQsAWC8uqqqq8Mwzz+Duu+9GYmIiAGtrflJSkm2/5ubmAS37Z5PL5ZDLBw4JlclkgybGrnKquQelTb2QSM4/N3736Q7Eq5RIi7ZvhMBgMde0a1DRpr3gcdxJFEXsOd2G/VUdAIBLEsNxXW48giQSTB8Zi8+PNaK4Wo3xqZFQBvv04JBhSyqVnPf9ozWaUXjKOrx+6ohoRIVyPfnhKjZcgevHKTAtyzrlorSxG9XtWlS3a5EWrcC0zBiknJWsXuh9Ndw0dRuw6VAjMmKUmD4yFomqof8fOXP++te//oW///3vuPbaa/HLX/7Stn3ChAkoLS0dckxn8/Q5nYiIKNA53EXy1FNPYcOGDXj22WcRHPzDeMrx48fjH//4h0uD02g0kEj6hyiVSm3L2IwYMQKJiYn9hpobDAbs3LkT06dPd2ksQ6UxmPBFSdNFH2cRRXx6uAGdGufmuouiiF1l3luKzmS24POjjbZEfuqIaMwZk4CgM3/H0QlhiA+Xw2C24PuKDq/FSc7bXdYKrdGMmNBg5KVzdAUBUcpgzB6TiLsvz8TY5AhIBKCmXYv3i2vxflEtajq0ENlhN6iqNg3e+a4aHx+qR0u3/uI7uFhdXR1GjRo1YLvFYnF5DZlAOqcTERH5Aoe7RT3Zij9v3jw8/fTTSE9Px9ixY3HgwAE8//zzuOeeewBYh+ItXboUa9asQXZ2NrKzs7FmzRoolUosXLjQpbEM1fbjTdAY7CsOpjOa8fGhevz40jTIgxzrxTre0IXmLs9fEALWBotPDzegQa2DRACuy01AblL/aQuCIGDGqFh8dKAOh+s6MSk9kkO0/UhdhxbHG6xDea/JieeqBNSPSiHDdbkJmJoZjf1VHThe34W6Ti3qDmoRIxeQmG5EpJI984M53dyD8pYe5CSG45qcBAR7qKjI2LFj8c033yAjI6Pf9v/85z+YPHmyS48VSOd0IiJ/xyXtzq+srAzd3d391qcHgPDwcJ9bzs7hZN6TrfgvvfQSVqxYgfvvvx/Nzc1ITk7Gfffdh5UrV9oe87vf/Q5arRb3338/Ojo6MG3aNGzbts2n1qM9WqdGeUuvQ/u09Rjw2ZFG3DIp2e7KxwaTBXtOeWcpuo5eAzYfqodaa4Q8SIKbJiQhNWrwqQLp0UqkRytR3a7B3tNtuH5cooejJWeYLBZ8UWodXTIuOQLJkYFVDZRcJ0IhwzU58bg0MwpFVR04Wt+FNj3w9ne1uHJ0HMYmRQz7ZdoGI4pASUM3unQm3DopxSMJ/eOPP46f/vSnqKurg8ViwYcffogTJ07gX//6Fz799FOXHitQzulERIGAS9oNzt/Wp3c4mfdkK354eDheeOEF27I1gxEEAatWrcKqVatcemxXUWuM2HnSuWHvFa29+KasFVeOjrPr8fsr29FzZvk3T6rt0ODTww3QmyyICAnCLZNSEB164Q+CmaNi8fZ31TjR1I289EjER3Deta8rrupEh8YIhUyKGaNivR0O+YHwEBmuuiQeE1Ii8MmBanQagC9KmlHe0otrc+IRKmfNjMHUdWix6WCdRxL6efPm4b333sOaNWsgCAJWrlyJvLw8fPLJJygoKHDpsQLhnE5EFCi4pN3g/G19eoevpDzZiu/vRFHE1uONMJicX1u5qKoDMWHBGJt84Qr3XTojiqs9Pwe9pKELO0qaYBGBxIgQzJuYZFdRu7hwOS5JDMeJxm4Unm7DbZNTPBAtOatDY8B3Z9aUnzU6DiEyDpUm+0UqZZgWJ6InJAb7yjtQ0dqLjfuqcHVOPEYnsMd1MJ5M6OfMmYM5c+a49RhERORbuKTdhfnL+vQOXyH0teJv2bLF1opfUlLillZ8f1dU1YG6Du2Qn+fLkmbUd174eQrLWmE0e+6fTxRF7Ctvw7bj1kQ+Oz4Mt+elOFSd/vKsGEgEoLpdg6o2x6YhkOeIooivTjTDbBGRHq3E6IQwb4dEfkgQgLz0SPxkahriw+XQmSz47GgjthxpgNZoXz2R4aauQ4vNB+tgNDvfIExERESBy6kxjmzFv7iWbj32nnbN/HWTRcSnh+uxYGo6IkIGFotrUGtxoslzQz5MFgu+KGlGaaP1mFMyojB9ZIzDc2BVChkmpEbiYE0nCk+3IT1ayXm0PuhEUzdq2rWQSgRcfUkc/0Y0JDFhctw5JQ3fV7bju8p2lDX3oK5Ti2tz45EVy4aic9V2aLHpQB1unZwCmdQ1PfRRUVF2/x+3t7e75JjeVlZW5heFjIiIiBzBCYtnae81ICLi4o+7GLNFxOfHGmGyuK6nvFdvxscHrRXuz72g23mixWPLPumMZnx6uAF1nVoIAnDNJfEYl3LhKQAXMjUzGsfru9DSrcfJph5cksght75EZzRj18lWANZlBiOVw7soCrmGVCLgsqwYjIgNxbbjTWjvNeCTQw0YkxSBK0fHOryKR6Cr7dBi88F63DIp2SUJ/dlz1tva2vDUU09hzpw5uPzyywEAe/fuxdatW7FixYohH8sXnFvMyJcLGRERETnCrmR+uLTiv/ddDSaNMuGyrJghLZe293QbWt2wXnBLtx5bjzXixvFJtm0nGrvRoNa5/FiD6dWb8EFxLTo0RgRLJZg7PhEZMaFDek5FsBT5GVHYW96GPadbMSo+jMud+ZDCU9Y15aNDg5HPNeXJxRIiQvCTS9Owt7wNxdWdON7QhZoODQpyE5AWPfhqGMNVTbvGZQn93Xffbfv59ttvx5NPPolf//rXtm0PPvggXn75ZezYsQO//e1vh3QsX9BXrOj111+HXC736UJG3nDu8lRcmoqIyH/YlcwPl1Z8iyjieH0XTjR2Y1xKBKaOiEGYg9WW6zq12F/lvgaNsqYe7A1tw6XpKpgtwJ5yzzSeaI1mfHSgDh0aI8LkQbhlUjJiw+Quee7J6ZE4VNuJLp0JR+rUmJQW6ZLnpaGp69TiaP2ZNeUv4Zry5B5BUgmuyI5DVmwYtpc0Qa014sMDdZiYqsKMUbEuG1oeCFyZ0PfZunUr/vznPw/YPmfOHPzhD39wyTF8xaRJk5CXlwfAdwsZecO5y1NxaSoiIv9hV6Y63FrxzRYRh2rUOF7fhQmpkbg0MxqK4IsP+zSYLNh6tNHtQ96/q2hHpFyKih4ASiMkEvcOSdUbzdh0oA5tvQaEBktxe16KS4dby6QSXDYiBl+eaMZ3Fe3ITQrnMFsvM1tEfFXaDAAYmxyBlChe+JJ7pUQpsHBqOnafasWROjUO1apR1abB7LEJSFLx/denpl2Djw/W42YXJfQxMTH46KOP8Mgjj/TbvmnTJsTExAz5+ckxZWVl6O7u9uj8/nOXp+LSVERE/sPhOfPDqRXfaBZRVNWBI3VqTE6PRF561AWX5Np5sgVqrdHtcYkisL2kGeVdArLi3Xssg8mCzYfq0dyth0Imxfy8VLfMmx6bHIHimg50aoworurE5SN5EelNB2o60dZrgEImxUyuKU8eEhwkwTU58RgZF4odJc3o1Brxn/21yEkMR3qMEqmRSoSFsNRLtQsT+ieeeAL33nsvvv76a9tou3379uHzzz/HP/7xD1eES3Y6d24/4Jn5/ecuT8WlqYjoQs6dmgNweo43OXxVFMit+JbzdKkbTBZ8W96OQzVq5GdEYVJa5IB1f0+39OBondoTYQKwVpQ3i+79pzGZLfjkcD0a1DrIgyS4bXIKokPdM/ROIhEwY2Qs/nukAcXVHZiQqkKog1McyDU0JuC7+k4AwJXZsVxTnjwuIyYUd01Lx86TLSht7EbJmS8AiFTIkBqlQGqUEqlRimH7OVHdrsEnh+px88RkBA0hoV+8eDFyc3Px4osv4sMPP4QoihgzZgwKCwsxbdo0F0ZMF9M3f3/jxo22ef2c309EvubcqTkAp+d4k8NXQYHciv/RgVoUTBqB+PCQQe/XGc0oPNWKgzUdmJIZjQkpKgRJJdAazPiipMnD0bqXyWLBp0caUNuhRbBUglsnpSAu3DVz5M9nZFwoEiNC0Nilw7cV7bgmx83DDmgAURRxvEOA2SIiLUrB1QXIa0JkUswZm4hxySpUtPaipkODlm49OrVGdGqNtnoOUUqZLbFPjVJAGTx8kvuqNg0+dkFCP23aNPz73/92YWS+x5+KvOXm5iIvLw8zZswAwPn9RORbzp2aA3B6jjc5fNUTyK34zd0GvPtdDSalReKyrJgBve99evVm7DzRguKqDkwbEYOKtl706s0ejtZ9zBYRnx9tRFWbBkESATdPTEaiavAGDlcSBAEzR8Xi/eJaHK23Tm2I4lJoHlXW3ItWvWBdUz4nnmvKk9elRClsNRv0RjPqOrWo7dSitkOLlm49OjRGdGjUOHJmZFRMaDBSz+yTGqm0q96JP6tq0+CTw/WYNyF5yM+l1WphNPafKhbhivVafYCzRd4Gm8MeSOvTazQaANZCxiUlJbaRAERE53Pu1ByA03O8yakujEBtxR8ZF4qKLhEHajpR1tyDWaPjMDIu9LwJTbfOhB0B1iNvEUVsO96I0y29kEoEzJuY3K/42cj4MKi1RrcsvQdYL9xHxIaiorUXe0614cYJSRffKcCIoojKNg169CakRCoQpZS5Nanu1ZtQ2daLylYNKtt6AQBTMtiQQr5HLpMiKy4MWXFhAKyjpeo6taht16K2U4PWHgPaeq1fh2qtyf2ouDDMHpsQ0FXxK1utCf2szDCH99VoNPjd736H//u//0NbW9uA+83mwGiodqbI24XmsAfK+vSlpaUA0K+ocZ/wcI7M8hecw0z+wp9GSfmLIY1HDLRW/NljEtGoE/D1CWshu/8eacCI2FBcNToOEUNYd95fiKKIL0qacbKpBxIBmDs+EelnrfWcHq3E3HGJONXSg8+ONLotjukjY1DR2otTLT1oUGuHVSVro9mCL0ubUdr4w9zI0GBpv2HEKsXQknuLKKKpS2dL3pvPaZiJDBaRnx7p9PMTeUqITIqRcWEYeSa51xrMqO3UoLbD2nPf3mvAqZYe9BSbcPOkZCgCuP5DZasGJq3G4f0eeeQRfPXVV/jb3/6G//mf/8Err7yCuro6vPbaa/jTn/7khki9w5kib4PNYdfr9bj33nsDZv76rbfeCsA6Mu7nP/85Nm7ciNzc3IAafeANnk5YOIeZ/EWgL4XpjRVJHE7mA70VPzMmFIumKfBdZTuKqjqsczXbNZiWFY3JaVEBu9a2KIrYebIFxxu6IAC4fmwismJ/6OVJUoVg3pl5maPjw7FX2YZOjXsq98eGyZGbFI6Shm4UnmrD7Xkpw2K4d5fWiE8PN6ClRw9BABIjQtDcrUevwYwTTd040WS9eAyTByEt+ocCYBEhF29o0hnNqGqzJu9VbRpojf3/TxMi5MiMCUVGdAjUjbUB+z6nwKYIliI7PhzZ8dYexfpOLT4+VI/GLh3+s78Gt05Osev/xV+1axwfMfXJJ5/gX//6F6666ircc889uOKKKzBq1ChkZGTg3//+N+666y43ROpfzp7DXlxc7O1wXCo2NhY///nPba+r77XS0Hg6YeEcZvIXgbwUprdWJHE4mR8OrfhBUgmmj4xFTmIEvixtRl2nFoWn2lDa0I1rcuKRHDm0nmKj2YKmLh0a1TqYRRFxYXLEhssRLg/yStIqiiIKT7XZhqUWjElAdsIPw+tiw+W4dXKKrYaARCJgSka0W6cYXJ4Vg5NNPajr1KKyTYMRsaFuO5YvqGrrxedHG6EzWaCQSTF3fCJSo5QwmS1o7NKhpkOL2nYNGrt06NGbUNLQjZIGa3KvslX3ViAtSolQeRBEUURrjwGVbb2oaO1Fo1qHs/uggoMkyIhWIjM2FBnRSltFcIvFjK7AmjlCw1hypAI/yk/FpoP16NBYl7m7dVIyYsLcW8zTn7S3t2PEiBEArCPr2tvbAQAzZ87EkiVLvBmaX+Ow5+HN0wkL5zCTvwjkpTC9tSKJw8n8cGrFjw4Nxu15KShp7MY3ZS1o6zXgP0W1GJscgZmj7FuySxRFdOlMaFBr0aC2JvAtPXoMtgpeiEyCuDA54sLPfIXJERUaDImbE/xvK9pRVN0BALjmknjkJv0wVSJSKcP8ySkDXmtuUjj2lbehR29yS0zhITJMSo1EUXUHCk+1IiNG6fbfgzeIooii6g7sOdUGEUB8uBw3TUhC+JnewyCp5EwPvBLIioHRbEH9meJftR1aNHXroNYaodYaceys6t5GszjgbxMTGozM2FBkxiiRpFKw952GhZgwOe6ckopNB+rRrrF+ht88MXnIjbKBIisrC5WVlcjIyMCYMWPwf//3f5g6dSo++eQTREZGejs8v8Vhz8ObswkLG4GI/J+nVyRxOJkfbq34giBgTFIERsSGYndZK443dOFYfRfKW3pxRXYschLD+/WmG80WNHfpbcl7g1o3YEgzYB0qnagKgUwioKVHj/ZeA3RGC2o6tKjp0NoeFyQREBsmR2x4MOLDQhAXLkdsWDBclYcVVXXg2wrr3/DK7FiMT1XZ7gsPCcL8vNRB13EOkkqQlxGJXSdbXRPIIKZkRuFovRptvQaUNnZjTJL/1mMYjMFkwY6SJpQ19wAAxiRF4OpL4i64xJRMKkFGTCgyYqwjFfQmM+o7dajtsM4Tbj5T3RuwvnfSopXIjFEiMyZ0WNR9IBpMeIgMd0xJxccHrUPuPzpQh7njkwJ+xI89fvazn+HQoUOYNWsWHn30Udx444146aWXYDKZ8Pzzz3s7PJfwRsV2DnsmZ7ARiIgc5XAyH8it+LflpeBEuwkVrb0Des4VMikKxiRgTFIEvjzRjPZeA7Ydb8Lx+i7kJkWguduauLf26GE5Z1+JAMSHhyBRFYKkM1/h58zbNJktaOs1oKVbj5YePVq69Wjt0cNoFtHYpUNjlw6AtedVgLX3NVgU0B7UgehQOaJCZYhSBjtUsflQTSd2n7Im45ePjMHk9CjbfcpgKebnpUJ1gQRwfEokvqvogG6QxgpXCJFJcWlmNHafasXe020YHR82pLWUfUmHxoBPDzegvdcAiQDMGh2H8Skqh6dZyIOkGBEbaktKdEYz6ju1kEoEpEQqAub3RTRUCpkU8/NSsOVIAyrPLOd2XW5CwDUSOuq3v/2t7eerr74apaWl2L9/P0aOHImJEyd6MTLX8UbFdmeHPXujZ1aj0Qwo1pSTkwOlUnmh3cgN2AhERI5yOJkP5Fb85EgFctIj0Nqjx/7Kdpxo7IHlnKw+JUqBhVPTUVzdge8q2q3rHXdq+z0mNFiKRFUIklUKJKpCEB8uv2hSFSSVICEiBAkRP6znbhFFqDVGNJ+V4Ld066E1mtGuMQIQ0FjZ0e95wuRBtsTe+iVDVGjwgPn4x+rV+PpkCwDg0swoTM2Mtt0nl0lw2+QURIdeuCU4OEiCSWmR2Fc+sBCiq0xMVeFgTSd69CYcqlUjPyPq4jv5uPLWHmw91gSDyYLQYClunJDksor9IWeW7iKigWRSCW6akIwvSppQ0tiN7ceboDGYkJ8eNSyKbNojPT0d6enp3g7DpYZSsX04VCUvLS21FWnq+15UVMRCeF7Aue9E5CiHk/nh0IofGybH9eOScPlII4qrO3CsTg2j+YcPUqlEwKWZ0RidEI49p1vRpTUhMeKHnvfwENcUspMIAqJCgxEVGoxLYO09EEURvXozmro0OFndgCClCh0aIzo01mH6PXoTevQm1LT3b2AIkgiIVFqTfIVMisN11mJ3k9IicXlWjO1xMqmAWyalIP6sRoULmZweieLqDhhMliG/3sEESSW4LCsaO0qased0K9p69ZicFoW4cPcWsLKIIirbenG8vgsmi4j0aCUyopWIDg12+m8riiK+rWi3TWtIUoXgxvFJg05jICL3kEoEFIxJgDI46ExNjjZoDGZcMSp2WCb0Dz74IEaNGoUHH3yw3/aXX34Zp06dwgsvvOCdwFxoKBXbh0NV8pycHAQHB8NgMCA4OBh79+5FzlnHdzVPjz7gPHQiCmRDziICsRW/j0ohw9WXxOOyETE4UNOBQzXqfkPKVQoZbhiX5NGYBEFAWEgQlMGhMHUA2dlxkEisxem0RjM6eg3o0BisCf6Zn9VaI0wWa3Xz1h6D7bnGpUTgyuwfLmClEgHzJiYjxYHCUCEyKcalqFBc1XHxBzspNykC5S29KG/ttVVxT4lUYHJ6JEbEhrq0MJ7GYMKx+i4cqVOjW/dDAbmqNg2+gXXkQ2aMEhkxoUiLVkAeZN+61XqTGVuPNaGitRcAMCFVhSuz41iEjsgLBEHAzOxYKIKl2H2qFQeqO6E1mHFdbsKw+5/84IMP8PHHHw/YPn36dPzpT38KiGR+KPylKvlQElalUokHHngAL7/8Mn7961+7vUfe06MPOA+diAKZw8n8cGjFP5ciWIrpI2MxJSMaR+rUOFDd0S/R8xUKmRSKSMWAKs0Wiwi1ztp739lrRLvGgIgQGS7N/GFoqUQQcMO4RFthNUfkZ0ThcE0nTOcWC3ARiWBtZGhU63CgpgNlzdYl6+o6tVApZJiYqsLYZJVt6TxHiaK1LsHhWjXKmnpgPjO1IiRIgjHJEQiVB6G6TYPaTi169CYcre/C0fouCAKQFBFypiCdEvHh8kF79tp69Pj0cAM6tUZIJQKuuSQeY5KH9zxdIl+QnxEFZbAUO0qaUNrYDa3RjBvHJzlUe8TftbW1QaVSDdgeERGB1lb3FTj1F/6yjNJQE9bnnnsOzz33nHuCO4enRx9wHjoRBTKHk/nh3IofHCRBfkYUJqVForSxC0VVHWg7q6fbV0kkgm0OPWIH3i8IwHVj4vutLe+IMHkQcpMicOTM0H13SVSF4AZVEmbqjDhcq8aROjXUWiN2lbViX3k7xiZHYGJa5AWL9p3NaLbgRGM3Dteq0dKjt21PiJBjQmpkv4J7eelRMJotqOvUoqpNg6q2XnRojKhX61Cv1mFveRsUMikyYpTIiFEiPVoJZXAQypq6sb2kCUaziDB5EG6akNSvLgIReVduUgQUMin+e6QBVW0afFhch5snJUNhx9KjgWDUqFH4/PPPBxSH++yzz5CVleWlqMhR/pSwenpeOOeh+46+lSWKi4uh1WpRWVkJvV5/kb2I6EIcTubZim8djj42WYUxSRE43dKLmg7rhxPOOi+IZ26cXT+v389nvmsMJrR0673a0z9rdBzGJg/8mzpiSmYUjtV3DSgY6A7hITLMGBWLqSOiUdLQhYM1nejQGHGgphMHazqRFReKyWlRSI4MGbSnvKPXgMO1ahxv7LLN9ZdKBFySEI7xqSoknifZlkklyIwJRWZMKIA4qLVGVLX1orpdg+p2DbRGM0obu1Ha2A3Auq57W6+1sSc1SoEbxiVCGcz58a4UFy7HldlxSFSFwGi2wGi2wGCywGC2wGgWbbeNZ982W2A0/XC7Xq2F3uiemg/kHzJjQzE/L8W2dN1/9tfg1skpiAgJ/OUcH3roIfz6179GS0sLrrnmGgDAF198gbVr1wZ047w9nE08BtvP3cvhMWF1D08XQAx0fStL/OIXvxhw34VWlvDG/xSRv3A4s2Ar/g8EQcCo+DCMih969XCd0dxvWbqWbuva82Y3DV3vc+6SdM6KVAZjdEKYLZH1BJlUggmpkRifokJVuwYHqjtR3a7B6ZZenG7pRXy4HJPSIjE6IRwCgPLWXhyu7URNxw/FAVUKGSakWhtmQhzsibPuG4kJqZEwW0Q0qPt67TVo6dHbEvm89EjMGBkLyTCbi+tO4SFBuHxkDMYkRdgabJydZqE3mXG0rstnp8+QZySpFPjRlDR8dKAOHRoj/rO/FjdPTHZ7sU1vu+eee6DX6/H0009j9erVAIDMzEysX78e//M//+Pl6LzL2cTjQvtdbF/yLZ4ugBjo+laWyMnJQVVVFRYtWoSNGzdi6tSpF1xZYjj8T3HUAjnL4WSerfjuESKTIi1aibToH9Z1NVtEtJ+19nzrme9ag2vWdc/LiMJlZ1WyH6opmdE40dQND3TO9yMIgq3HvK1Hj4M1nShp7EZztx7bjjdh96lWSAQBPXproiYAGBEbigmpKqRHK11SwVoqEZAapURqlBIzRgG9ehNq2jVQBEudqkNAgwsOkmBKRhTyMqJcNq9ZHiRFfkYUJqdF4kRTN4qqOtDSHTgn0OAgCdKilciKDcWI2FAIAmwNhn2fLR29Ro+MqvF10aHBuHNKKjYdrEd7rwFvf1eNtCgFxqeokBUXFrDF8ZYsWYIlS5agpaUFCoUCYWFc3hJwPvE4334XWw6PvY8X5o2q9J4ugBjo+laWAKyFFwHr6hIXWyLS2f8pf+Js4+FwwVEy5+dwMs9WfM+RSgTEhcsH9Ax164xo6OjF560ncenIGIiQ2IYV9w0pNpw15Nh41n19xqWoMGt0nEvjjQuXY0RsKMpbel36vI6ICZPj2twETB8Zi6P1ahyq7USv3tr4oZBJMS4lAuOSVYiwc169s0LlQchJYpE7V5EIAsalROCyrBi3LeUnkQjITYpAblIEqtp6UVTVgao2jVuO5W4RCpkteU+NUthqP/TJiAnq18hkNFvQ1tPXcKhDS7cerT0Gty056cvCQ2T4UX4qdpQ0nZlGpUVNhxYKmRRjkyMwLkVld10Of2EymfD111/j9OnTWLhwIQCgvr4eERERwzqxdzbxON9+F6sS72zv43BpBPBGVXp/KYAY6Jz9n/InzjYe+pO+z6q9e/eipKTEoc8pjpI5P6euitmK713hITKExIYiIwyYkhEFmcy+C0tRFG1Jf2iwe4o7XZoZ7dVkvo8iWIpLM6ORlx5lWw4uM1aJIMnwqVIdKLLiQjFzVCxiwjw33Nm6QkEomrt1KK7qwInGHp/uuRYEIEkVghGxYRgRG+rw0HCZVIJEVQgSVSEArPUzRFFEp8Zom/rT2qOHzmiGIAiQCAIkgvW4EkE4sw0Q0Le9/3eLxQx9g4jxKSpIpVKIorVuiCiKZ74DOKvOiGj7LkIUrceQSgQESazfz/45SGqNJ0gisd2WSgRIz+xzsKYTp5p7HPp9hMikuGlCMrq0Rhyr78KxejV6DWbsr+rA/qoOpEcrMT5FhRGxoX7fW19VVYXrr78e1dXV0Ov1KCgoQHh4OJ599lnodDq8+uqr3g5x2HC293E4DEEG/KvIH/k3bzSQOdt46Gysnt4P+OGz6typ2sDFP6c4Sub8nErm2YrvnwRBgDxICjd1bAIAkiMVSI1SoPaseeneJJUILqlpQJ4XH2Etbnf21BOPxxAeguvHJWH6KCMOVHfiaJ3aqd5qiSBApQhCVGgwIpXBiFLKIBEE6IxmaI1m6IwW28/6M7e1RvMFa2YEB0mQEaNE1pkEXuHiBjpBEBAVGoyo0GCMdnKliz5GoxGaUyKuviTO7sZHV0mLVuJonRo7T7Y4/LeLUMhw+cgYTB0RjYrWXhytU6PqTMHL6nYNQoOlGJuswtjkCKdG+4iiiC6dCW09erT2GtDWo0eHxojo0GBMzYxGdKj7ex1+85vfYMqUKTh06BBiYn6YdnXbbbfZLizJM5ztfRwOQ5ABFvkjzxlKA9lQep+d4Wysnt4P+OGzShAE/PznP3foc8rTo2S8Ma3HWQ6ndWzFp4uZOiIatR113g6D/FR4SBCmj4xFblK4S+oZuEJEiAyzRsdh2ohoHK1T40B1p60GQx9BsC7T2Jes932PUgZDpZA5VQDRYLIMSPB1RjOilMFIiVL4fa+wp4xLUSEtSomtxxpR1+l4Q2Nfo+Co+DCotUYcrVPjWH0Xeg1mfFfZju8q25EZY+2tz4wJHfC3FkURGoMZbb0GtPbo0dZjQFuvtcip0TzwYqSlW48Tjd24JDEc00ZEW5cVdZPdu3ejsLAQwcH9j5GRkYG6On6O+4PhMASZyJOG0kA2lN5nT8bq6f2AHz6riouLAfj255Q3pvU4y+Fknq34dDEZMaFIiAhBU5fO26GQH3FHcTtXC5FJMSUzGpPTo1Da2IVevRlRShlUZ5J2V8cdHCSxVukPsDna3qBSynBHfir2V3VgX3mb0yuFqBTWpTEvy4pBeUsPjtSpUdOhRWWbBpVtGoTJgzA2OQKhwUFo7f0hcdedZ/lDqURAtDIYMWHBiAm1NvycaOrG6ZZenGjsxsnGbuQkhWPaiBi3zNW3WCwwmwcWVa2trQ2Y4dlE5Fqe7n12lrNDwofSQDaU3mdnOBurp/fzN/40rcfhZJ6t+GSPSzOj8OnhBm+HQX4gPCQIY5IiMCk9EspgN84BcSGpRMDYZJW3wyAHSSQCpo6IRmaMEp8fa0Rbj8Hp55JKBGQnhCM7IRwdGgOO1qlR0tCNHr0J31a0D3i8ACBSKUNMqNyWuMeEyRE5yKiN7IRwNHfpsK+iHRWtvShp6MaJxm7kJkVgama0Swt4FhQU4IUXXsDf//53a5yCgJ6eHjz++OOYO3euy45DRIHD073PzvJGPQl/6n0eDpwdLu9P03ocvnJmKz7ZY1R8GKJDg9He6/zFMgWuIImAkfFhGJsc4bLlAYnsFR8Rgp9MTcfuslYcqu0c8nKaUcpgXJEdh8tHxuB0cy9KG7sgAogNk59J2oMRrQwesKrAxWK8eWIyGtU67KtoQ1WbBsfqu1DS0IWxySpcmhmF8JChJ/Xr1q3D1VdfjTFjxkCn02HhwoUoKytDbGws3nnnnSE/v6/QaDTYvHkzANi+5+Tk2HqWiMh+nu59dtZwqSdB5+fMcHl/WyHE4WSerfhkD0EQMCUzCtuONXk7FPIhiaoQjEmKwCWJ4QiRuWdFBSJ7yKQSXJ0TjxGxodh+vGlADQRnBEkkuCQxHJckOtewHR0ajElpkejVm3Csvgs9ehMSVSG4dVIK6ju12FfRhpp2LY7UqXG8vgvjUiJwaWb0kJZrTE5OxsGDB/HOO++guLgYFosF9957L+666y4oFAqnn9fXlJaW4sknnwQAPPnkk3jyySdRVFTEHjMiJ/hL7/NwGRJO5+fMcHl/WyHE4SuA4dKKT0OXkxiBvafb0K0b+kUy+S9lsBQ5SREYmxyBWA8uL0dkj8zYUPz08gzsKGlCWZNjS9i5SkqkAvmZUciKDbWNUrksKwblrT04XKtGdbsGyZEKzJ+ciroOLfaWt6GuU4tDtWocre/ChBQV8jOioAxx7vgKhQL33HMP7rnnHhe+Kt+Sk5ODv/3tb3jjjTdwzz33YNq0acg56+KOiIgCjzPD5f1tRIfDyfxwacWnoZNKBORnROHrEy3eDoU8TCIIGBEXijFJEQGxFjcFtr515Y/Xd+GrE81OLT/oKEGwTkfKz4hCkmrguVMiETAqPhyj4sPRqTHYeuNTohS4PS8FtWeS+ga1DgdqOnGkTo28JPsayz7++GO747z5Zl8r9eMcpVKJCRMmIC0tDRMmTGDPHBERDapvRIdGo0FVVZVtu69OzXJqbN5waMUn1xiXosJ3Fe3QGAbWWaDAExsWjDHJEchJjBjS0F8ibxiTHIGUKIV1CbsOx5ews4dMai2eODk9EpF2LjkXeWZO/vSRsTjV3IPDtZ0QBAGpUQpUt2uwr7wdjV067CsfWHhvMH29Dn0EQYB4TuGAvhECg9XI8Vdr167Fli1bAAAzZszwcjRE3uVv84KJPK20tBSLFi0CACxatMiuqVneWJ/erqvt4diKT64hk0owOT0KhadavR0KuZEgAFdkxyE/I8rboRANiUohw4/yU1FU1YHSxm50agZfC95RymApJqZFYmJqJBTBztWLkEoE25z89l4DDtd2QhEchPRoJSrbNNhXWoMaO57HYvlh5MGOHTvw+9//HmvWrMHll18OQRCwZ88e/PGPf8SaNWucitNXLVu2rN93e2g0GpSWlqKkpAQAUFJS4rO9M0SO8Ld5weRbNBoNXnrpJQDASy+9hAceeMBtn42DNTzp9XqXH+dcOTk5mDhxIg4fPowJEybYNTXLG+vT25XMe7MVPzMzs98Qhz73338/XnnlFYiiiCeeeAJ///vf0dHRgWnTpuGVV17B2LFjXRoHOW9CqgrfV7Z7ZOgqeV6QRMDssYlOF/0i8jXWAp7RmJIZDVEU0aUzob3XgPZeAzp6DWjXWL/bM+IoOjQYeelRyE0Kd6iavT3Pe9Ul8Zg5KhYnm3pwpK4TY2Ol+N7B51m6dCleffVVzJw507Ztzpw5UCqV+N///V9bEusK/ng+Ly0tRX5+vu22vb0zbAQgX+dv84LJPc5Nyl955RW7PqdKS0uxYcMGAMCGDRuwYcMGuz8bz/5cBC4+fP1CDU/ubHTqi6kv573Y70Wj0eC1IgMm3vkHjBgxAvX19UhOTkZ9fT1eK3rMbevT25XMe7MV//vvv+/XQHD06FEUFBTgRz/6EQDg2WefxfPPP48NGzZg9OjReOqpp1BQUIATJ06wVdFHhMikmJgaie8r7RsCSv5DLpNg3oRkpEXzApUCkyAIUClkUClkGBEb2u8+ndH8Q5Kv+SHZV2tNSFKFIC8jCiPjQt269GKQVIIxyREYkxyB2ubQi+9wjtOnT0OlUg3YrlKpXD7c1tvnc2eG2efk5KCoqKjfMGR7emecbQQg8hRWeidgYFL+wAMP2PUeyMnJwbJly/D666/j3nvvxcKFC+3+bDx76DqAi342nq/haerUqRdsdHLFVBKVSgWJRDLoefJcpaWlaOwRMf9XTwx6v7vyUocntXqyFR8A4uLi+t3+05/+hJEjR2LWrFkQRREvvPACHnvsMcyfPx8A8OabbyIhIQFvv/027rvvvkGfU6/X9xue0dXVBQAwGo0wGo0ujd9d+uL0l3jHJ4eiqLINJgt7532Z2Wzp9/1CwuRBuGViImLCZH7zPiTv8LfPK3tJAcSFBiEuNAjADw1aFosIyZmijyaT51bzUDgxev/SSy/F0qVLsXHjRiQlJQEAGhsbsWzZMkydOtWl8bnjfA6c/5x+LmeG2SuVSuTl5aGwsBAffPABli1bZlevVV8jwLfffmuroG9v9fxze67s7dHXaDTYvHkzANi+czQAEV1ITk4ORo0ahVOnTmHUqFF2f04plUo899xzeO655xw+3tlD1994442LHvN8DU8XGz3iiqkka9aswdq1a+06b3hrtIvDybwnW/HPZTAYsHHjRjz00EMQBAHl5eVobGzE7NmzbY+Ry+WYNWsW9uzZc96T/zPPPIMnnhjYarJt2za/O+lt377d2yHYrbdDQHUPq5r7g/Ly8gveHyYTMSVWxLe7jnsoIgoE/vR55Y/6eiEc8cYbb+C2225DRkYG0tPTAQDV1dUYPXo0Nm3a5OIIf+Cq8zlw/nP6uWbMmOF04TtHe/X7GgGeeuopHDlyBNu3b8eSJUvsOpYzRZf69nvyyScBAE8++SSefPJJjgYgGgaGMq1HqVRiw4YNtoTVkTyosLDQtp+9n63nDl135+eTK5JrR84bZ1fB77veOXnyJHJzc5GSkuL067gYh5N5T7bin2vTpk3o7OzE4sWLbccFgISEhH6PS0hIGHReXp9HH30UDz30kO12V1cX0tLSMHv2bERERLg+cDcwGo3Yvn07CgoKIJPJvB2OXa7QGfHWvhr2zvsws9mC8vJyZGVlQXqe+b3JkQrcND4RITLninjR8OOPn1f+6Hw90hcyatQoHD58GNu3b0dpaSlEUcSYMWNw3XXXuXV6gKvO58D5z+muVFBQgH379qGgoMDt++Xk5EClUkGtVkOlUtndU3ZuD9t7771n976O8lZBKqJA1peUnz3Cxp6kfKjTepxt6HR2hRBHhq4Phbemkni6YdXhZN5brfgA8Prrr+OGG25AcnJyv+3nXnCIonjBixC5XA65fOB6vDKZzO8uNP0p5miZDPPz07D5YJ1LqkOT+0ilEkgkA5P17IQwXD820aWFvGj48KfPK3/k7O9WEATMnj27X6+4u7nqfA6c/5zuStu3b0d7e7tDPezO7qdUKpGZmYlDhw4hMzPT7p4ypVKJ5ORklJeXIzk52a0XrJ4uSMVl1Gg4ODcpf/LJJ3HLLbdc9H+5b1rP22+/bZvD7q6GvLM5M3UJcGzouj9yZirBUDiczHurFb+qqgo7duzAhx9+aNuWmJgIwNqi3zdKAACam5sHtO6Tb0iLVuKWSSkeTeizE8IQpQxGcVUHTBY2IjhrUlokrrokzq3/50Tkfi+++CL+93//FyEhIXjxxRcv+NgHH3zQ5cf3x/O5sxetzu73yiuvOHWx66mLZGcLUjmLy6jRcNCXlP/4xz92aA5737Se2bNno7OzExs2bHB4LrsznO3RH8qUJ3+gVCpx3333YfXq1bjvvvvcPhLA4WQe8E4r/j//+U/Ex8fjxhtvtG0bMWIEEhMTsX37dkyePBmAdR7ezp078ec//9ljsZFjPJnQT0qPxFWjrQnouBQVvilrQVlTj1uPGWgEAZgxKhaXZkZ7OxQicoF169bhrrvuQkhICNatW3fexwmC4JZkfjidzz19seupi2RnC1I5i8uo0XDQl5SfPcLGkTnsqampaGtrQ2pqqhujJHs4O5rLGXYl895uxbdYLPjnP/+Ju+++G0FBP4QsCAKWLl2KNWvWIDs7G9nZ2VizZg2USiUWLlzo8jjIdfoS+o8P1btl/fnBElCVQoabJiSjtkODXSdb0dSlc/lxA41UIqBgTAJyk/yjlgQRXVxFRcWgP3uCv57PnZ0bSq7hT8uosZ4ADZWzI2ycHdETyJytQzBUzo7KcoZdyby3W/F37NiB6upq3HPPPQPu+93vfgetVov7778fHR0dmDZtGrZt28YhV37AmtAnY/NB1yb0UomA63ITMCZ58AQ0NUqJn0xNw/GGLuw51YYeveeWjjofQQBCg4MQoQhCeIgM4SFB0BstaOzSoa3HAIvo+ekBwUES3DQhCRkxjq9dTUQ0GH89n3vywoz8m6frCVDg8fWROd7gbMV+Z+sQDJUn/xZ2JfPebMUHgNmzZ9uWMDiXIAhYtWoVVq1a5dmgyCVSo1yb0NubgAqCgLHJKmTHh2N/ZTuK3DyfXiYVEB4isybrcmuy3pe0R4TIEBYSBKlk8LnoBpMFTV06NHbp0KDWoUmtc3sDhDI4CLfnpyI+IsStxyEi77rjjjswZcoU/OEPf+i3/S9/+Qu+++47/Oc//3Hp8fz1fB7IF8k0uL4e9r1796KkpMTugnueridAvkej0fRLOgF4pDc4kDlbsd/ZOgT+xKk580SulBqlxK2TU7DpQN2QEvpQuRS3TEpBggMJaHCQBNNHxWJsigqFp1pxorHb6eP3iQ4NRnKkAimRCsSGBSM8RAZFsPPLuAUHSZAWrURa9A8ngS6dEY3qH5L7pi6dyxojQoNE3Jmfghgm8kQBb+fOnXj88ccHbL/++us9UkCJyFf19bD/+te/HnDfhXrYPV1PgJX+fU9paSkWLVoEALbv7lyabDjoS8rvueceW5V4R4oDOluHwB84nMx7uhWfhoeUSMWQEvoopQy3TU6FSunc0kwqhQxzxydhYlokdp5osXs+vVQiID5cjuRIhS2BH0ribq+IEBkiQmQYnWC9oDBbRLT26NGg1qFRrYPGYIJUIkAiCGe+44efJQKkgvU+iQSQnrXdYjajovckIhRcPoxoOOjp6UFwcPCA7TKZzKl166m/wsJC2xxW9uz7l74edkEQ8POf/9ztBfecTcqHS6V/Z4dZe0NOTg6WLVtmWyZu4cKFAdcb7Gl9SblKpYIgCFCpVA797QN5OTyHk3m24pO7pEQqcNvkFHzkYEKfqArBLZOSoQwe+kCTlEjFBefTBwdJkKQKsSXuiaoQyHxgzXWpREBCRIh1VEKa889jNBpRd9h1cRGRbxs3bhzee+89rFy5st/2d999F2PGjPFSVIGDhfP8V18Pe3FxMQD3F9xzNikfLpX+nR1m7Q1KpRJvv/02Ojs78fbbbzM/ciFnk/JAnirlcPbDVnxyp2QHE/oRsaGYOz4JwUGuS6j7zaevakdHrxHJkSFnhs3LITnP3HYiIn+zYsUK3H777Th9+jSuueYaAMAXX3yBd955hyPtXICF87zLn4agO5uU+1Ol/6HoG2Z9zTXXQK1WQ6VS+XRv98KFC/Hyyy/7xGocFNgcTubZik/ulhypwPy8FHxYfOGEfmxyBK7LTXBbch0cJMH0kbFueW4iIl9w8803Y9OmTVizZg3ef/99KBQKTJgwATt27MCsWbO8HZ7fC+TeIH/gT0PQh0tS7qy+YdaZmZk4dOgQMjMz3T7EfiiF7MrLy/t9J9fgaKeBHE7m2YpPnpCksib0Hx2og944MKGfNiIa00cx0SYiGqobb7wRN954o7fDIHK54TIEfTjx5FrqQylkx1E57sHf60AOJ/NsxSdPSVIpMH9yKj48UGtL6CWCgKtz4jAhNdK7wRERBYjOzk68//77KC8vx8MPP4zo6GgUFxcjISEBKSkp3g6PyGns7fY9Qy1k58nRLjk5OVCpVLZh/V9++aXdQ/s5Ksc9+HsdyKmKYWzFJ09JVIXYEnqLRcT145IwKj7M22EREQWEw4cP47rrroNKpUJlZSV+/vOfIzo6Gh999BGqqqrwr3/9y9shElEA8UYhO41Gg82bNwMANm/ebHfjgVKp7Desn41A5IucqhrW2dmJf/zjH1i+fDna29sBWIuL1NXVuTQ4IsCa0N+el4rb8lKZyBMRudBDDz2ExYsXo6ysDCEhIbbtN9xwA3bt2uXFyCgQnV2QrrCwEP/+979RWFho66WlwNdXyG7BggWQyWRYsGCB2wvZ/f/27j2+piv///j7SAi5UUESFbcJ4hJBqFsbYdxbTZhpMSVSl6lb1VBMazpV1WhVMEalGIIal36/GjUGI526pjqIS1N1ibq2TRi3xjVS2d8/+sv5OUmQRE7O2enr+Xicx6Nn73X2+pzTlcfyWWvttY8ePaqpU6dKkqZOnWrdS6EgPvjgA/Xu3VsffPCBvcIDHkmhZ+YZxYcj+HqXf3ghAECh7N27VwsWLMhz/PHHH1d6eroDIkJp9qgb0hV1hhXOI2cju4SEBGVlZSkhIUGrVq2ya51BQUHy9vZWRkaGvL29CzV4wLJuOLtCz8wzig8AQOlQvnz5fB8re+zYMVWtWtUBEaE0i4yM1KJFi7Rz506tWLFCkrRixQolJyfr+PHjD92Q7lFmWFG8cg+s7N+/37ryoiBGjx4tNzc3jR492l4hWrm7u+vdd9+Vv7+/3n33XQaAUKoUOpnfu3evXnrppTzHGcUHAMBcIiIiNHXqVGVlZUmSLBaLzp49qz/+8Y/6zW9+4+DoUNrkbEj35JNPqmHDhpL+/4Z0BdlZPigoSOPHj1elSpU0fvx4p37OeGmXe2AlNDS0UIMrM2fO1O3btzVz5kx7hWhjxIgR+uGHHzRixIgSqQ8oKYVO5hnFBwCgdJg5c6b++9//qlq1arp165Y6dOigwMBAeXl56Z133nF0eIANd3d37d27VxkZGdq7d2+JP2e8sLPPpVnugZXk5GQGVwAHKPQ98zmj+B9//LEkRvEBADArb29v7dq1S59//rn279+v7OxstWjRQp07d3Z0aIDDPcpzxku73AMrJTXDDsBWoZP5mTNnqmfPnjaj+Onp6Wrbti2j+AAAmFCnTp3UqVMnR4cBE8l5XnhJb0gXExOj2NhYjR8/3q71SD/PPvv4+OjSpUvy8fHRli1bmH0G4FQKncwzig8AgPllZ2dr6dKl+uSTT3T69GlZLBbVqVNHv/3tbzVw4EBZLBZHhwgnlvt54VOnTlVERITdZ61Lcndxd3d3vf3223r77bf1xhtvMCOfS0kOrADIX6GT+RyM4gMAYE6GYejZZ5/Vxo0bFRISouDgYBmGoSNHjig6OlqffPKJ1q1b5+gw4cRynhe+cuVKLV68WEOGDCmVs9YjRowo1Zum5d4XQFKBV1jw2DbA8Qq1AV52draWLFmiZ555Rk2aNFFwcLCeffZZLV++XIZh2CtGAABQjJYuXaodO3bo3//+tw4cOKBVq1Zp9erVOnTokD777DN9/vnnWr58uaPDhBPLeV74yZMndevWLZ08ebJUPvIrKSlJffr0UVJSkqNDsYvc+wIUdld6AI5V4GQ+ZxR/6NCh+v777xUcHKzGjRvrzJkzio6OVu/eve0ZJwAAKCarVq3S66+/ro4dO+Y516lTJ/3xj3/U3//+dwdEBrMZP368evbs6dRLrR9lV/rY2Fht3LhRsbGx9gxR0s9x7t+/3yZWe++eHxQUpPnz56tly5aaP38+u9IDJlPgZfb3juLn7vw///xzRUZGavny5YqKiir2IAEAQPH56quvNGPGjPue79Gjh+bOnVuCEQH28yi70ucMUpTEYEXufQgGDBhg993z3d3dlZiYqJSUFCUmJpbqWwqA0qjAM/OM4gMAUDpcvnxZvr6+9z3v6+urK1eulGBEMKuSnLkuqqCgIIWEhMhisSgkJKRQs8/t27fXJ598UiL3hufsQ3Dv89tLYpa8S5cuqly5srp06WL3ugAUrwIn81999ZW6d+9+3/M9evTQoUOHiiUoAABgP3fv3pWr6/0X57m4uOinn34qwYhgVoVdZu+IpeTu7u6qWLGiLBaLKlasqBYtWjjl/f05+xAsXbpUV69e1dKlS0skztWrV+v8+fNavXq13esCULwKvMyeUXwAAEoHwzAUHR0tNze3fM9nZmaWcEQwq8LuaO6IpeSS1K9fP6Wmpqpfv352rac41KhRQ5cuXVKNGjUK/Jnc+wIUdEd6AOZW4Jl5RvEBACgdBg0apGrVqqlixYr5vqpVq8YeOLCLnKXkYWFhKlu2rMLCwkpkKXliYqIuX76sxMREu9eVs/rg008/lSR9+umnhVp98MEHH6h379764IMPCvyZ3PsCFGZH+piYGEVERCgmJqbAnwHgHAo8M88oPgAApUN8fLyjQ8AvVM5S8ntnyktiBtmRG9lNnTpVERERBV59UJTntwcFBSksLEy7d+9W27ZtCzVAwvPiAfMqcDI/aNCgh5ZhFB8AAAAPc+992iWxg3pJJqw5qw/69u2rEydOKDAw0O6rD9zd3Ut8gASA4xU4mWcUHwAAAHiwnNUH1atX18mTJ1W9evUSSa7vvZWAR8wBvwwFTuYBAACA4hATE6PY2NgSWfbuKCX9HUvyVgIAzoFkHgAAACXql3Cf9i/hOwJwLJJ5AAAAwORiY2O1ceNGSWIQAfiFIJkHAAAATI5l9sAvD8k8AAAAYHIs6wd+eco4OgAAAAAAAFA4JPMAAAAAAJgMyTwAAAAAACZDMg8AAAAAgMmQzAMAAAAAYDJOn8x///33GjBggHx8fOTu7q5mzZopOTnZet4wDE2ZMkXVq1dXhQoVFB4ersOHDzswYgAAkB/6dAAAio9TJ/NXrlxR+/btVbZsWW3atEnffPONYmNjValSJWuZGTNmaNasWZo3b5727t0rPz8/denSRdeuXXNc4AAAwAZ9OgAAxcupnzP/3nvvKSAgQPHx8dZjtWvXtv63YRiaM2eOJk+erD59+kiSli1bJl9fX61cuVIvvfRSSYcMAADyQZ8OAEDxcupkfv369erWrZuee+45bd++XY8//rhGjhypYcOGSZJOnTql9PR0de3a1foZNzc3dejQQV988cV9O/7MzExlZmZa32dkZEiSsrKylJWVZcdvVHxy4jRLvDAH2hXsgXZVMpz99y3pPh0AgNLOqZP5kydPKi4uTuPGjdPrr7+uPXv2aMyYMXJzc1NUVJTS09MlSb6+vjaf8/X11ZkzZ+573enTp+utt97Kc3zLli1yd3cv3i9hZ4mJiY4OAaUQ7Qr2QLuyr5s3bzo6hAcq6T4dAIDSzqmT+ezsbLVs2VIxMTGSpObNm+vw4cOKi4tTVFSUtZzFYrH5nGEYeY7d67XXXtO4ceOs7zMyMhQQEKCuXbvK29u7mL+FfWRlZSkxMVFdunRR2bJlHR0OSgnaFeyBdlUynH1GuqT7dAAASjunTub9/f3VqFEjm2MNGzbU2rVrJUl+fn6SpPT0dPn7+1vLXLhwIc/I/r3c3Nzk5uaW53jZsmVN9w9NM8YM50e7gj3QruzL2X/bku7TAQAo7Zx6N/v27dvr2LFjNseOHz+uWrVqSZLq1KkjPz8/m6Wbd+7c0fbt29WuXbsSjRUAANwffToAAMXLqWfm//CHP6hdu3aKiYnR888/rz179mjhwoVauHChpJ+X4o0dO1YxMTGqV6+e6tWrp5iYGLm7u+t3v/udg6MHAAA56NMBACheTp3Mt2rVSgkJCXrttdc0depU1alTR3PmzNELL7xgLTNx4kTdunVLI0eO1JUrV9S6dWtt2bJFXl5eDowcAADciz4dAIDiZTEMw3B0EI6WkZGhihUr6scffzTVBngbN25Uz549nf4+SZgH7Qr2QLsqGWbsy+yB3wEAYHYF7cuc+p55AAAAAACQF8k8AAAAAAAmQzIPAAAAAIDJkMwDAAAAAGAyJPMAAAAAAJgMyTwAAAAAACZDMg8AAAAAgMmQzAMAAAAAYDIk8wAAAAAAmAzJPAAAAAAAJkMyDwAAAACAyZDMAwAAAABgMiTzAAAAAACYDMk8AAAAAAAmQzIPAAAAAIDJkMwDAAAAAGAyJPMAAAAAAJgMyTwAAAAAACZDMg8AAAAAgMmQzAMAAAAAYDIk8wAAAAAAmAzJPAAAAAAAJkMyDwAAAACAyZDMAwAAAABgMiTzAAAAAACYDMk8AAAAAAAmQzIPAAAAAIDJkMwDAAAAAGAyJPMAAAAAAJgMyTwAAAAAACZDMg8AAAAAgMmQzAMAAAAAYDIk8wAAAAAAmAzJPAAAAAAAJkMyDwAAAACAyZDMAwAAAABgMiTzAAAAAACYjFMn81OmTJHFYrF5+fn5Wc8bhqEpU6aoevXqqlChgsLDw3X48GEHRgwAAPJDnw4AQPFy6mRekho3bqy0tDTrKyUlxXpuxowZmjVrlubNm6e9e/fKz89PXbp00bVr1xwYMQAAyA99OgAAxcfpk3lXV1f5+flZX1WrVpX08wj+nDlzNHnyZPXp00dNmjTRsmXLdPPmTa1cudLBUQMAgNzo0wEAKD6ujg7gYVJTU1W9enW5ubmpdevWiomJUd26dXXq1Cmlp6era9eu1rJubm7q0KGDvvjiC7300kv3vWZmZqYyMzOt73/88UdJ0uXLl5WVlWW/L1OMsrKydPPmTV26dElly5Z1dDgoJWhXsAfaVcnImcE2DMPBkdxfSfbpGRkZ9vsiAADYUU4f9rA+3amT+datW2v58uWqX7++zp8/r2nTpqldu3Y6fPiw0tPTJUm+vr42n/H19dWZM2ceeN3p06frrbfeynO8Tp06xRc8AAAOcO3aNVWsWNHRYeRR0n16QEBA8QUPAIADPKxPtxjOPISfy40bN/SrX/1KEydOVJs2bdS+fXv98MMP8vf3t5YZNmyYzp07p82bN9/3OrlH8bOzsxUaGqr9+/fLYrEUKJZWrVpp7969xVLuQWXudy4jI0MBAQE6d+6cvL29CxSzMyjo7+ZMdT3KdQr72eJqV0U9T7squXpoV87PbO3KMAxdu3ZN1atXV5kyTn8XnV379MuXL8vHx6fAfbqzMevfDByLdoOioN04p4L26U49M5+bh4eHgoODlZqaqsjISElSenq6Tcd/4cKFPCP7ubm5ucnNzS3PscLMZLi4uBSowRek3IPKPOzz3t7epvrDK+jv5kx1Pcp1CvvZ4mpXj3qedmX/emhXzs+M7coZZ+Tvx559eqVKlYo7XIcw298MnAPtBkVBu3E+BenTnX/o/h6ZmZk6cuSI/P39VadOHfn5+SkxMdF6/s6dO9q+fbvatWtX6GuPGjXKLuULUu5BZQobl7Mrye9TXHU9ynUc1a4e9bzZlNT3Kc56aFfOz4ztykzs2acDAPBL4NTL7F999VX16tVLNWvW1IULFzRt2jRt375dKSkpqlWrlt577z1Nnz5d8fHxqlevnmJiYrRt2zYdO3ZMXl5ejg7frjIyMlSxYkX9+OOPjKKh2NCuYA+0K0j06YXB3wyKgnaDoqDdmJtTL7P/7rvv1L9/f128eFFVq1ZVmzZt9OWXX6pWrVqSpIkTJ+rWrVsaOXKkrly5otatW2vLli2/iE7fzc1Nb775Zp6lhcCjoF3BHmhXkOjTC4O/GRQF7QZFQbsxN6eemQcAAAAAAHmZ6p55AAAAAABAMg8AAAAAgOmQzAMAAAAAYDIk8wAAAAAAmAzJPAAAAAAAJkMyXwqdO3dO4eHhatSokZo2bar/+Z//cXRIMLlr166pVatWatasmYKDg7Vo0SJHh4RS5ObNm6pVq5ZeffVVR4cCONT06dPVqlUreXl5qVq1aoqMjNSxY8ccHRacXFxcnJo2bSpvb295e3urbdu22rRpk6PDgolMnz5dFotFY8eOdXQoKCQeTVcKpaWl6fz582rWrJkuXLigFi1a6NixY/Lw8HB0aDCpu3fvKjMzU+7u7rp586aaNGmivXv3ysfHx9GhoRSYPHmyUlNTVbNmTc2cOdPR4QAO0717d/Xr10+tWrXSTz/9pMmTJyslJUXffPMNfTju6x//+IdcXFwUGBgoSVq2bJnef/99HThwQI0bN3ZwdHB2e/fu1fPPPy9vb2917NhRc+bMcXRIKARXRweA4ufv7y9/f39JUrVq1VS5cmVdvnyZfwigyFxcXOTu7i5Jun37tu7evSvGAVEcUlNTdfToUfXq1Utff/21o8MBHGrz5s027+Pj41WtWjUlJycrLCzMQVHB2fXq1cvm/TvvvKO4uDh9+eWXJPN4oOvXr+uFF17QokWLNG3aNEeHgyJgmb0T2rFjh3r16qXq1avLYrFo3bp1ecrMnz9fderUUfny5RUaGqqdO3fme619+/YpOztbAQEBdo4azqw42tTVq1cVEhKiGjVqaOLEiapSpUoJRQ9nVRzt6tVXX9X06dNLKGLAXH788UdJUuXKlR0cCczi7t27Wr16tW7cuKG2bds6Ohw4uVGjRunpp59W586dHR0Kiohk3gnduHFDISEhmjdvXr7n16xZo7Fjx2ry5Mk6cOCAnnrqKfXo0UNnz561KXfp0iVFRUVp4cKFJRE2nFhxtKlKlSrp0KFDOnXqlFauXKnz58+XVPhwUo/arj799FPVr19f9evXL8mwAVMwDEPjxo3Tk08+qSZNmjg6HDi5lJQUeXp6ys3NTcOHD1dCQoIaNWrk6LDgxFavXq39+/czoG5y3DPv5CwWixISEhQZGWk91rp1a7Vo0UJxcXHWYw0bNlRkZKT1DzIzM1NdunTRsGHDNHDgwJIOG06sqG3qXiNGjFCnTp303HPPlUTIMIGitKvXXntNK1askIuLi65fv66srCyNHz9ef/7znx3wDQDnMmrUKP3zn//Url27VKNGDUeHAyd3584dnT17VlevXtXatWv1t7/9Tdu3byehR77OnTunli1basuWLQoJCZEkhYeHq1mzZtwzbzLMzJvMnTt3lJycrK5du9oc79q1q7744gtJP4/mR0dHq1OnTiTyeKiCtKnz588rIyNDkpSRkaEdO3aoQYMGJR4rzKMg7Wr69Ok6d+6cTp8+rZkzZ2rYsGEk8oCkl19+WevXr9fWrVtJ5FEg5cqVU2BgoFq2bKnp06crJCREf/nLXxwdFpxUcnKyLly4oNDQULm6usrV1VXbt2/X3Llz5erqqrt37zo6RBQQG+CZzMWLF3X37l35+vraHPf19VV6erokKSkpSWvWrFHTpk2t97B+9NFHCg4OLulwYQIFaVPfffedhgwZIsMwZBiGRo8eraZNmzoiXJhEQdoVAFuGYejll19WQkKCtm3bpjp16jg6JJiUYRjKzMx0dBhwUr/+9a+VkpJic+zFF19UUFCQJk2aJBcXFwdFhsIimTcpi8Vi894wDOuxJ598UtnZ2Y4ICyb2oDYVGhqqgwcPOiAqmN2D2tW9oqOjSygiwHmNGjVKK1eu1KeffiovLy/rwFfFihVVoUIFB0cHZ/X666+rR48eCggI0LVr17R69Wpt27Ytz9MRgBxeXl559uLw8PCQj48Pe3SYDMm8yVSpUkUuLi55ZrYuXLiQZwYMKAjaFOyBdgUUXs7+EuHh4TbH4+PjGfDCfZ0/f14DBw5UWlqaKlasqKZNm2rz5s3q0qWLo0MDYGck8yZTrlw5hYaGKjExUb1797YeT0xMVEREhAMjg1nRpmAPtCug8NiTGEWxePFiR4eAUmDbtm2ODgFFQDLvhK5fv64TJ05Y3586dUoHDx5U5cqVVbNmTY0bN04DBw5Uy5Yt1bZtWy1cuFBnz57V8OHDHRg1nBltCvZAuwIAAHAcHk3nhLZt26aOHTvmOT5o0CAtXbpUkjR//nzNmDFDaWlpatKkiWbPnq2wsLASjhRmQZuCPdCuAAAAHIdkHgAAAAAAk+E58wAAAAAAmAzJPAAAAAAAJkMyDwAAAACAyZDMAwAAAABgMiTzAAAAwEOEh4dr7Nixdrl2WFiYVq5caZdrlzYpKSmqUaOGbty48cByU6ZMkcVikcVi0Zw5c4o1htOnT1uv3axZs2K9NlAYJPMAAACAg2zYsEHp6enq16+f9Vjt2rWtyWLOq0aNGg6M0nkEBwfriSee0OzZsx9atnHjxkpLS9Pvf/9767HatWvnm9xPmTKlwIl5QECA0tLSNH78+IKGDdgFyTwAAADgIHPnztWLL76oMmVs/1k+depUpaWlWV8HDhzI9/NZWVklEaZTefHFFxUXF6e7d+8+sJyrq6v8/Pzk7u5erPW7uLjIz89Pnp6exXpdoLBI5gEAAIBCunLliqKiovTYY4/J3d1dPXr0UGpqqk2ZRYsWKSAgQO7u7urdu7dmzZqlSpUqWc9fvHhRn332mZ599tk81/fy8pKfn5/1VbVqVUmSxWLRhx9+qIiICHl4eGjatGmSpH/84x8KDQ1V+fLlVbduXb311lv66aefrNdLTU1VWFiYypcvr0aNGikxMVEWi0Xr1q2TJG3btk0Wi0VXr161fubgwYOyWCw6ffq09dgXX3yhsLAwVahQQQEBARozZozNkvfatWsrJiZGgwcPlpeXl2rWrKmFCxfafLfvvvtO/fr1U+XKleXh4aGWLVvqP//5j06fPq0yZcpo3759NuX/+te/qlatWjIMQ5LUrVs3Xbp0Sdu3b3/I/6Wiy70ywmKxqHbt2narDygKknkAAACgkKKjo7Vv3z6tX79eu3fvlmEY6tmzp3WmPCkpScOHD9crr7yigwcPqkuXLnrnnXdsrrFr1y65u7urYcOGhar7zTffVEREhFJSUjR48GD961//0oABAzRmzBh98803WrBggZYuXWqtLzs7W3369JGLi4u+/PJLffjhh5o0aVKhv3NKSoq6deumPn366KuvvtKaNWu0a9cujR492qZcbGysWrZsqQMHDmjkyJEaMWKEjh49Kkm6fv26OnTooB9++EHr16/XoUOHNHHiRGVnZ6t27drq3Lmz4uPjba4XHx+v6OhoWSwWSVK5cuUUEhKinTt3Fvo7FNS9qyJOnDihwMBAhYWF2a0+oEgMACglBg0aZEgyJBkJCQnFeu2tW7darx0REVGs1wYAOL8OHToYr7zyimEYhnH8+HFDkpGUlGQ9f/HiRaNChQrGxx9/bBiGYfTt29d4+umnba7xwgsvGBUrVrS+nz17tlG3bt08ddWqVcsoV66c4eHhYX395S9/MQzDMCQZY8eOtSn/1FNPGTExMTbHPvroI8Pf398wDMP417/+Zbi4uBjnzp2znt+0aZNNf5nTz125csVa5sCBA4Yk49SpU4ZhGMbAgQON3//+9zb17Ny50yhTpoxx69Yta+wDBgywns/OzjaqVatmxMXFGYZhGAsWLDC8vLyMS5cu5fnehmEYa9asMR577DHj9u3bhmEYxsGDBw2LxWKNIUfv3r2N6OjofK9hGIbx5ptvGiEhIXmO5/fbenh4GGXLls23fHZ2ttG7d28jNDTUuHnzZoHqAEoKM/OAE8sZhc79OnHihKNDc1rdu3dXWlqaevToYT127zLCe0VHRysyMrJA123Xrp3S0tL0/PPPF1OkAACzOnLkiFxdXdW6dWvrMR8fHzVo0EBHjhyRJB07dkxPPPGEzedyv79165bKly+fbx0TJkzQwYMHra+oqCjruZYtW9qUTU5O1tSpU+Xp6Wl9DRs2TGlpabp586aOHDmimjVr2myi17Zt20J/7+TkZC1dutSmnm7duik7O1unTp2ylmvatKn1vy0Wi/z8/HThwgVJPy/db968uSpXrpxvHZGRkXJ1dVVCQoIkacmSJerYsWOeJe4VKlTQzZs3C/0dpLy/7cGDBzV8+PB8y77++uvavXu31q1bpwoVKhSpPsBeXB0dAIAH6969e57lZjn3zd3rzp07KleuXEmF5bTc3Nzk5+dX7NctV66c/Pz8VKFCBWVmZhb79QEA5mH8v3u38zuesxT83v++3+eqVKmiK1eu5HutKlWqKDAwMN9zHh4eNu+zs7P11ltvqU+fPnnKli9fPt94c8eWswHfvWVzb66XnZ2tl156SWPGjMlzvZo1a1r/u2zZsnnqys7OlqSHJsTlypXTwIEDFR8frz59+mjlypX57j5/+fJl/epXv3rgte4nv982v8GFFStWaPbs2dq2bRtPE4BTYmYecHI5yem9LxcXF4WHh2v06NEaN26cqlSpoi5dukiSvvnmG/Xs2VOenp7y9fXVwIEDdfHiRev1bty4oaioKHl6esrf31+xsbF5np2b30x2pUqVtHTpUuv777//Xn379tVjjz0mHx8fRURE2GyQkzPrPXPmTPn7+8vHx0ejRo2y+YdBZmamJk6cqICAALm5ualevXpavHixDMNQYGCgZs6caRPD119/rTJlyujbb7999B82l3ufGXvvKzw8vNjrAgCYW6NGjfTTTz/pP//5j/XYpUuXdPz4cev970FBQdqzZ4/N53Jv7Na8eXOlp6ffN6EvqBYtWujYsWMKDAzM8ypTpowaNWqks2fP6ocffrB+Zvfu3TbXyJkoSEtLsx47ePBgnnoOHz6cbz0FnVBo2rSpDh48qMuXL9+3zNChQ/XZZ59p/vz5ysrKyneQ4uuvv1bz5s0LVGdR7N69W0OHDtWCBQvUpk0bu9UDPAqSecDEli1bJldXVyUlJWnBggVKS0tThw4d1KxZM+3bt0+bN2/W+fPnbZaGT5gwQVu3blVCQoK2bNmibdu2KTk5uVD13rx5Ux07dpSnp6d27NihXbt2ydPTU927d9edO3es5bZu3apvv/1WW7du1bJly7R06VKbAYGoqCitXr1ac+fO1ZEjR/Thhx/K09NTFotFgwcPzrMiYcmSJXrqqaeKPBL/IDnPjL33EUA+Pj5sdgMAyKNevXqKiIjQsGHDtGvXLh06dEgDBgzQ448/roiICEnSyy+/rI0bN2rWrFlKTU3VggULtGnTJpsZ8ebNm6tq1apKSkp6pHj+/Oc/a/ny5ZoyZYoOHz6sI0eOaM2aNfrTn/4kSercubMaNGigqKgoHTp0SDt37tTkyZNtrhEYGKiAgABNmTJFx48f1z//+U/FxsbalJk0aZJ2796tUaNG6eDBg0pNTdX69ev18ssvFzjW/v37y8/PT5GRkUpKStLJkye1du1am8GFhg0bqk2bNpo0aZL69++fZzb/9OnT+v7779W5c+fC/lQFkp6ert69e6tfv37q1q2b0tPTlZ6erv/+9792qQ8oKpJ5wMlt2LDB5t605557znouMDBQM2bMUIMGDRQUFKS4uDi1aNFCMTExCgoKUvPmzbVkyRJt3bpVx48f1/Xr17V48WLNnDlTXbp0UXBwsJYtW/bQ57Tmtnr1apUpU0Z/+9vfFBwcrIYNGyo+Pl5nz57Vtm3brOUee+wxzZs3T0FBQXrmmWf09NNP69///rck6fjx4/r444+1ZMkS9e7dW3Xr1tWvf/1r9e3bV9LPz5A9duyYdVYjKytLK1as0ODBg4v0O/bv39/md/T09NTf//536/mcZ8b6+fmpUqVKGj58uNq2baspU6YUqT4AQOkWHx+v0NBQPfPMM2rbtq0Mw9DGjRutS8zbt2+vDz/8ULNmzVJISIg2b96sP/zhDzb3yLu4uGjw4ME2/VFRdOvWTRs2bFBiYqJatWqlNm3aaNasWapVq5akn5fQJyQkKDMzU0888YSGDh2aZ2f9smXLatWqVTp69KhCQkL03nvvWR97l6Np06bavn27UlNT9dRTT6l58+Z644035O/vX+BYy5Urpy1btqhatWrq2bOngoOD9e6778rFxcWm3JAhQ3Tnzp18+/1Vq1apa9eu1u9X3I4eParz589r2bJl8vf3t75atWpll/qAouKeecDJdezYUXFxcdb3994nl98GOFu3bpWnp2ee63z77be6deuW7ty5Y7PpTeXKldWgQYNCxZScnKwTJ07Iy8vL5vjt27dtlsA3btzYpnP29/dXSkqKpJ+X7rm4uKhDhw751uHv76+nn35aS5Ys0RNPPKENGzbo9u3bNoMZhTF79uw8I/iTJk3KdyBjyJAhunbtmhITE633EAIAftnuHayWfh6wXr58+QM/M2zYMA0bNszmfe57tceOHavGjRvrzJkz1uT03tvWcrvf/frdunVTt27d7vu5+vXrP/RRbu3bt9dXX331wPpatWqlLVu23Pca+cWee7l+rVq19L//+78PjCUtLU1NmjTJk0BnZmYqLi5Oq1ateuDnCxOfJE2ZMsU6gB8eHn7f3xlwJiTzgJPz8PAo1AY4vXr10nvvvZenrL+/v1JTUwtUp8ViydOJ3Xuve3Z2tkJDQ/OdSbh3c75H2QBH+vmeuYEDB2r27NmKj49X37595e7uXqDvkJufn1+e39HLy0tXr161OTZt2jRt3rxZe/bsyTNYAQBAYeSshPPw8NCmTZu0bNkyzZ8/36aMr6+vFi9erLNnz9ptptlMrl+/riNHjuivf/2r3n777Tznz5w5o8mTJ6t9+/YPvVZKSoo8PT01Y8YMjRw5sthiPHv2rBo1aqQ7d+6oUaNGxXZdoLBI5oFSpEWLFlq7dq1q164tV9e8f96BgYEqW7asvvzyS+uus1euXNHx48dtZsirVq1qswFOamqqzeNfWrRooTVr1qhatWry9vYuUqzBwcHKzs7W9u3b73vPW8+ePeXh4aG4uDht2rRJO3bsKFJdBbV27VpNnTpVmzZtsst9+QCAX5Y9e/ZoxowZunbtmurWrau5c+dq6NChecrl3GcPafTo0Vq1apUiIyPzXWJfv3591a9f/6HXGTNmjAYMGCAp/6cAPYrq1atbVxu4ubkV67WBwiCZB0qRUaNGadGiRerfv78mTJigKlWq6MSJE1q9erUWLVokT09PDRkyRBMmTJCPj498fX01efLkPEvJO3XqpHnz5qlNmzbKzs7WpEmTbGbZX3jhBb3//vuKiIjQ1KlTVaNGDZ09e1affPKJJkyYUKDHt9SuXVuDBg3S4MGDNXfuXIWEhOjMmTO6cOGCdcM+FxcXRUdH67XXXlNgYGCRnolbUF9//bWioqI0adIkNW7cWOnp6ZJ+vrfvfs/CBQDgQT7++GNHh/BAzriUPPdmuUVVuXJlu/Xfrq6u9101CZQkbgYFSpHq1asrKSlJd+/eVbdu3dSkSRO98sorqlixojVhf//99xUWFqZnn31WnTt31pNPPqnQ0FCb68TGxiogIEBhYWH63e9+p1dffdVmebu7u7t27NihmjVrqk+fPmrYsKEGDx6sW7duFWqmPi4uTr/97W81cuRIBQUFadiwYbpx44ZNmQdtgFOc9u3bp5s3b2ratGk2m93k9zgcAAAAwNEshjMOyQEoUeHh4WrWrJnmzJnj6FDySEpKUnh4uL777jv5+vo+sGx0dLSuXr2qdevW2S2ekqgDAAAAeBhm5gE4pczMTJ04cUJvvPGGnn/++Ycm8jlyHuW3YcOGYo1n586deR5nBwAAADgK98wDcEqrVq3SkCFD1KxZM3300UcF+syMGTP0pz/9SZIK9czbgmjZsqV1s5v8Hv0HAAAAlCSW2QMAAAAAYDIsswcAAAAAwGRI5gEAAAAAMBmSeQAAAAAATIZkHgAAAAAAkyGZBwAAAADAZEjmAQAAAAAwGZJ5AAAAAABMhmQeAAAAAACT+T/+aH5ryZ0YrwAAAABJRU5ErkJggg==", "text/plain": [ "
" ] @@ -808,7 +876,7 @@ "spl10 = acoustics.decidecade_sound_pressure_level(spsd, fmin, fmax)\n", "\n", "# Plot the decidecade sound pressure level\n", - "fig, ax = plt.subplots(1,2, figsize=(10, 4), constrained_layout=True)\n", + "fig, ax = plt.subplots(1, 2, figsize=(10, 4), constrained_layout=True)\n", "fig, ax[0] = acoustics.graphics.plot_spectra(spl10.median(\"time\"), fmin, fmax, fig=fig, ax=ax[0], label=\"Median\")\n", "ax[0].fill_between(\n", " spl10[\"freq_bins\"],\n", @@ -858,15 +926,23 @@ "execution_count": 21, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\mcve343\\MHKiT-Python\\mhkit\\acoustics\\analysis.py:87: UserWarning: `fmax` = 48000 is greater than the Nyquist frequency. Settingfmax = 41285.092962955234\n", + " warnings.warn(\n" + ] + }, { "data": { "text/plain": [ - "[[,\n", - " ,\n", - " ,\n", - " ,\n", - " ,\n", - " ],\n", + "[[,\n", + " ,\n", + " ,\n", + " ,\n", + " ,\n", + " ],\n", " [Text(0.0, 0, '0'),\n", " Text(1.0, 0, '1'),\n", " Text(2.0, 0, '2'),\n", @@ -885,7 +961,7 @@ }, { "data": { - "image/png": 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", + "image/png": 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", "text/plain": [ "
" ] @@ -899,7 +975,7 @@ "spl3 = acoustics.third_octave_sound_pressure_level(spsd, fmin, fmax)\n", "\n", "# Plot the decidecade sound pressure level\n", - "fig, ax = plt.subplots(1,2, figsize=(10, 4), constrained_layout=True)\n", + "fig, ax = plt.subplots(1, 2, figsize=(10, 4), constrained_layout=True)\n", "fig, ax[0] = acoustics.graphics.plot_spectra(spl3.median(\"time\"), fmin, fmax, fig=fig, ax=ax[0], label=\"Median\")\n", "ax[0].fill_between(\n", " spl3[\"freq_bins\"],\n", @@ -946,7 +1022,7 @@ "The National Marine Fisheries Service (NMFS) publishes auditory weighting functions for five groups of marine mammals. These weighting functions are designed to try to emulate the auditory sensitivity of each group to better predict auditory injury thresholds. They are mathematically equivalent to band-pass filters. A link to the latest recommendations from NMFS is [here](https://www.fisheries.noaa.gov/national/marine-mammal-protection/marine-mammal-acoustic-technical-guidance-other-acoustic-tools).\n", "\n", "The SEL function `sound_exposure_level` has a few inputs. One is the pressure spectral density (PSD) in Pa^2/Hz, found from `sound_pressure_spectral_density`. The 'n_bin' input to that function should be the same length of time as you want to calculate SEL for. If you would like to calculate the 24 hr SEL, you need 24 hours worth of data - the best way to do this and save computer RAM would be to calculate the PSD from each 1-5 minute individual file and then concatenate the PSD from each file together.\n", - "Set \"group=None\" to calculate the standard SEL. Set \"group\" to \"LF\" for 'low frequency' cetaceans; \"HF\" for 'high frequency' cetaceans; \"VHF\" for 'very high frequency' cetaceans; \"PW\" for phocid pinnepeds; and \"OW\" for otariid pinnepeds.\n" + "Set `group=None` in `sound_exposure_level` to calculate the standard SEL. Set `group` to 'LF' for \"low frequency\" cetaceans; 'HF' for \"high frequency\" cetaceans; 'VHF' for \"very high frequency\" cetaceans; 'PW' for phocid pinnepeds; and 'OW' for otariid pinnepeds.\n" ] }, { @@ -961,12 +1037,12 @@ " Size: 4B\n", "array([136.9158], dtype=float32)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 8B 2023-02-04T15:07:37.996493339\n", + " * time (time) datetime64[ns] 8B 2023-02-04T15:07:37.996495008\n", "Attributes:\n", " units: dB re 1 uPa^2 s\n", " long_name: Sound Exposure Level\n", " weighting_group: None\n", - " integration_time: 300 s\n", + " integration_time: 300\n", " freq_band_min: 50\n", " freq_band_max: 48000\n", "\n", @@ -1006,7 +1082,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "Compare this to the 5 minute SPL:" + "Compare the above-printed SEL values for each group to the 5 minute SPL:" ] }, { @@ -1021,12 +1097,13 @@ " Size: 4B\n", "array([112.14459], dtype=float32)\n", "Coordinates:\n", - " * time (time) datetime64[ns] 8B 2023-02-04T15:07:37.996493339\n", + " * time (time) datetime64[ns] 8B 2023-02-04T15:07:37.996495008\n", "Attributes:\n", - " units: dB re 1 uPa\n", - " long_name: Sound Pressure Level\n", - " freq_band_min: 50\n", - " freq_band_max: 48000\n" + " units: dB re 1 uPa\n", + " long_name: Sound Pressure Level\n", + " time_resolution: 300\n", + " freq_band_min: 50\n", + " freq_band_max: 48000\n" ] } ], @@ -1039,7 +1116,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - "We can look at the specific marine mammal auditory weighting and noise exposure functions as well using `nmfs_auditory_weighting`, given a frequency vector and one of the mammal groups. It outputs the weighting function and the exposure function (the inverse of the former) in units of dB. To convert back to a unitless magnitude, use `10 ** ( / 10)`. The exposure function shows the SEL in dB at and above which temporary or permanent hearing damage can occur to an individual in the specified group. The minimum value in the exposure function is the known or estimated injury level for a given group." + "We can look at the specific marine mammal auditory weighting and noise exposure functions as well using `nmfs_auditory_weighting`, given a frequency vector of the data and one of the mammal groups. It outputs the weighting function and the exposure function (the inverse of the former) in units of dB. To convert back to a unitless magnitude, use `10 ** ( / 10)`. The exposure function shows the SEL in dB at and above which temporary or permanent hearing damage can occur to an individual in the specified group. The minimum value in the exposure function is the known or estimated injury level for a given group. Below is plotting the sensitivity curves and injury level for the \"low frequency\" cetaceans group." ] }, { @@ -1062,7 +1139,7 @@ "# Calculate weighting and exposure functions\n", "weight_func, exp_func = acoustics.nmfs_auditory_weighting(spsd_300s[\"freq\"], group=\"LF\")\n", "\n", - "fig, ax = plt.subplots(1,2, figsize=(7,4), subplot_kw={\"xscale\": \"log\"}, constrained_layout=True)\n", + "fig, ax = plt.subplots(1, 2, figsize=(7, 4), subplot_kw={\"xscale\": \"log\"}, constrained_layout=True)\n", "ax[0].plot(spsd_300s[\"freq\"], weight_func, label=\"Weighting Function\")\n", "ax[0].axhline(y=0, color='k', linestyle='--', label=\"Highest Sensitivity\")\n", "ax[0].set(ylabel=\"Transmission [dB]\", ylim=(-50, 20))\n", @@ -1071,12 +1148,12 @@ "ax[1].plot(spsd_300s[\"freq\"], exp_func, label=\"Exposure Function\")\n", "ax[1].axhline(y=exp_func.min(), color='k', linestyle='--', label=\"Highest Sensitivity\")\n", "ax[1].fill_between(spsd_300s[\"freq\"], exp_func, np.ones_like(exp_func)*300, color='red', alpha=0.2, label=\"Injury Region\")\n", - "ax[1].set(ylabel=\"Exposure Level [dB]\", ylim=(exp_func.min()-20, exp_func.min()+50))\n", + "ax[1].set(ylabel=\"Exposure Level [dB]\", ylim=(exp_func.min() - 20, exp_func.min() + 50))\n", "ax[1].legend(loc=\"lower right\")\n", "\n", "for a in ax:\n", " a.grid()\n", - " a.set(xlabel=\"Frequency [Hz]\", xlim=(10,48000))" + " a.set(xlabel=\"Frequency [Hz]\", xlim=(10, 48000))" ] }, { diff --git a/mhkit/acoustics/__init__.py b/mhkit/acoustics/__init__.py index 0c84970f..605eb2db 100644 --- a/mhkit/acoustics/__init__.py +++ b/mhkit/acoustics/__init__.py @@ -18,11 +18,19 @@ from mhkit.acoustics import io, graphics from .analysis import ( minimum_frequency, + create_frequency_bands, sound_pressure_spectral_density, apply_calibration, + convert_to_third_octave, + convert_to_decidecade, + convert_to_millidecade, +) +from .spsdl import ( sound_pressure_spectral_density_level, band_aggregate, time_aggregate, + time_summation, + time_average, ) from .spl import ( sound_pressure_level, diff --git a/mhkit/acoustics/analysis.py b/mhkit/acoustics/analysis.py index 7c297ee8..fd16ad49 100644 --- a/mhkit/acoustics/analysis.py +++ b/mhkit/acoustics/analysis.py @@ -7,47 +7,59 @@ The following functionality is provided: -1. **Frequency Validation and Warning**: +1. **Type Validation**: + + - `_check_numeric`: Validates that a value is of numeric type (int or float). + +2. **Frequency Validation and Warning**: - `_fmax_warning`: Ensures specified maximum frequency does not exceed the Nyquist frequency, adjusting if necessary to avoid aliasing. -2. **Shallow Water Cutoff Frequency**: +3. **Shallow Water Cutoff Frequency**: - `minimum_frequency`: Calculates the minimum frequency cutoff based on water depth and the speed of sound in water and seabed materials. -3. **Spectral Density Calculations**: - - - `sound_pressure_spectral_density`: Computes the mean square sound pressure spectral density - using FFT binning with Hanning windowing and 50% overlap. +4. **Calculation of Frequency Bands**: -4. **Calibration**: + - `create_frequency_bands`: Generates frequency bands based on specified octave divisions, + minimum and maximum frequency limits, and the chosen base + (e.g., 2 for octaves, 10 for decades). - - `apply_calibration`: Applies calibration adjustments to the spectral density data using - a sensitivity curve, filling missing values as specified. +5. **Sound Pressure Spectral Density Calculation**: -5. **Spectral Density Level Calculation**: + - `sound_pressure_spectral_density`: Computes the mean square sound pressure spectral density + using FFT binning with Hanning windowing and 50% overlap. - - `sound_pressure_spectral_density_level`: Converts mean square spectral density values to - sound pressure spectral density levels in dB. +6. **Calibration**: -6. **Spectral Density Aggregation**: + - `apply_calibration`: Applies calibration adjustments to the spectral density data using + a sensitivity curve, filling missing values as specified. - - `band_aggregate`: Aggregates spectral density data into fractional octave bands using - specified statistical methods (e.g., median, mean). +7. **Band-Averaged Spectral Density**: + + - `_get_band_table`: Generates a table of frequency bands for logarithmically + spaced divisions with optional linear spacing at lower frequencies. + - `_band_power_spectral_density_v3`: Pre-computes bin indices and weights for band averaging. + - `_band_mean_power_spectral_density_v2`: Computes the mean power spectral density + within specified bands. + - `_convert_to_band_spectral_density`: Generic function to convert spectral density + to custom banded spectral densities. + - `convert_to_millidecade`, `convert_to_decidecade`, `convert_to_third_octave`: + Convenience functions to convert spectral density to millidecade, decidecade, + and third-octave banded spectral densities, respectively. + - `convert_to_custom_bands`: Convert spectral density to custom band spacing with + user-specified parameters. - - `time_aggregate`: Aggregates spectral density data into specified time windows using - similar statistical methods. """ -from typing import Union, Dict, Tuple, Optional +from typing import Union, Optional import warnings import numpy as np import xarray as xr from mhkit.dolfyn import VelBinner -from mhkit.dolfyn.time import epoch2dt64, dt642epoch def _check_numeric(value, name: str): @@ -90,6 +102,47 @@ def _fmax_warning( return fmax +def create_frequency_bands(octave, base, fmin, fmax): + """ + Calculates frequency bands based on the specified octave, minimum and + maximum frequency limits. + + Parameters + ---------- + octave: int + Octave to subdivide spectral density level by. + base : int, optional + Octave base. Set to 2 for the true octave band; set to base 10 for + the decidecade octave band. Default: 2 + fmin : int, optional + Lower frequency band limit (lower limit of the hydrophone). Default is 10 Hz. + fmax : int, optional + Upper frequency band limit (Nyquist frequency). Default is 100,000 Hz. + + Returns + ------- + octave_bins: numpy.array + Array of octave bin edges + band: dict(str, numpy.array) + Dictionary containing the frequency band edges and center frequency + """ + + bandwidth = base ** (1 / octave) + half_bandwidth = base ** (1 / (octave * 2)) + + band = {} + band["center_freq"] = 10 ** np.arange( + np.log10(fmin), + np.log10(fmax), + step=np.log10(bandwidth), + ) + band["lower_limit"] = band["center_freq"] / half_bandwidth + band["upper_limit"] = band["center_freq"] * half_bandwidth + octave_bins = np.append(band["lower_limit"], band["upper_limit"][-1]) + + return octave_bins, band + + def minimum_frequency( water_depth: Union[int, float, np.ndarray, list], c: Union[int, float] = 1500, @@ -324,387 +377,428 @@ def apply_calibration( return spsd_calibrated -def sound_pressure_spectral_density_level(spsd: xr.DataArray) -> xr.DataArray: +def _get_band_table( + freq: np.ndarray, + bands_per_division: int, + base: int, + use_fft_res_at_bottom: bool, +): """ - Calculates the sound pressure spectral density level from - the mean square sound pressure spectral density. + Returns a three column array with the start, center, stop frequencies for + logarithmically spaced frequency bands such as millidecades, decidecades, + or third octaves base 2. These tables are passed to + `band_squared_sound_pressure` to convert square spectra to band + levels. The squared pressure can be converted to power spectral + density by dividing by the band_widths. Parameters ---------- - spsd: xarray.DataArray (time, freq) - Mean square sound pressure spectral density in Pa^2/Hz + freq : np.ndarray + Array of frequency values in Hz from the FFT. + bands_per_division : int + The number of bands to divide the spectrum into per increase by + a factor of 'base'. A base of 2 and bands_per_division of 3 + results in third octaves base 2. Base 10 and bands_per_division + of 1000 results in millidecades. + base : int + Base for the band levels, generally 10 or 2. + use_fft_res_at_bottom : bool + In some cases, like millidecades, we do not want to have + logarithmically spaced frequency bands across the full spectrum. + When True, bands at lower frequencies use linear spacing (equal + to the FFT bin size), and transition to log spacing at the band + where the bandwidth exceeds the FFT bin size and the frequency + space between band center frequencies is at least the FFT bin size. Returns ------- - spsdl: xarray.DataArray (time, freq) - Sound pressure spectral density level [dB re 1 uPa^2/Hz] - indexed by time and frequency - """ + bands : np.ndarray + Three column array where column 1 is the lowest frequency of the + band, column 2 is the center frequency, and column 3 is the highest + frequency. - # Reference value of sound pressure - reference = 1e-12 # Pa^2 to 1 uPa^2 + Originally created by Bruce Martin, JASCO Applied Sciences, Feb 2020. + bruce.martin@jasco.com. - # Sound pressure spectral density level from mean square values - lpf = 10 * np.log10(spsd.values / reference) + Converted to Python and refactored by MHKiT Team, June, 2026 + """ - spsdl = xr.DataArray( - lpf.astype(np.float32), - coords={"time": spsd["time"], "freq": spsd["freq"]}, - attrs={ - "units": "dB re 1 uPa^2/Hz", - "long_name": "Sound Pressure Spectral Density Level", - "time_resolution": spsd.attrs["bin_length"], - }, + band_count = 0 + linear_bin_count = 0 + log_bin_count = 0 + max_linear_bin_hz = 0 + + fft_bin_size = freq[1] - freq[0] + bin1_center_freq = freq[0] + max_freq = freq[-1] + + # Generate the log-spaced bands + _, band_dict = create_frequency_bands( + octave=bands_per_division, + base=base, + fmin=freq[0], + fmax=freq[-1], ) - return spsdl + # For millidecades and similar + if use_fft_res_at_bottom: + # Find the first band where the bandwidth is greater than the FFT bin size + # and the frequency space between band center frequencies is at least the FFT bin size + band_count = np.where(np.diff(band_dict["center_freq"]) >= fft_bin_size)[0][1] + center_freq = band_dict["center_freq"][band_count] + + # Now keep counting until the difference between the log spaced + # center frequency and new frequency is greater than .025 + max_linear_bin_hz = np.ceil(center_freq / fft_bin_size) + while (max_linear_bin_hz * fft_bin_size - center_freq) > 0: + band_count += 1 + max_linear_bin_hz += 1 + center_freq = bin1_center_freq * base ** (band_count / bands_per_division) + + if (fft_bin_size * max_linear_bin_hz) > max_freq: + max_linear_bin_hz = max_freq / fft_bin_size + 1 + + linear_bin_count = int(max_linear_bin_hz / fft_bin_size - 1) + + # Count the log space frequencies + log_bin_count = len(np.arange(band_count, band_dict["center_freq"].size, 1)) + + # Generate the linear frequencies + bands = np.zeros(((linear_bin_count + log_bin_count), 3)) + if linear_bin_count: + bands[:linear_bin_count, 1] = ( + np.arange(0, linear_bin_count * fft_bin_size, fft_bin_size) + + bin1_center_freq + ) + bands[:linear_bin_count, 0] = ( + np.arange( + -fft_bin_size / 2, + linear_bin_count * fft_bin_size - fft_bin_size / 2, + fft_bin_size, + ) + + bin1_center_freq + ) + bands[:linear_bin_count, 2] = ( + np.arange( + fft_bin_size / 2, + (linear_bin_count + 1) * fft_bin_size - fft_bin_size / 2, + fft_bin_size, + ) + + bin1_center_freq + ) + # Trim log spaced bands to start the first band after the linear bands if they exist + idx = np.where(band_dict["center_freq"] > max_linear_bin_hz)[0] + bands[linear_bin_count:, 1] = band_dict["center_freq"][idx] + bands[linear_bin_count:, 0] = band_dict["lower_limit"][idx] + bands[linear_bin_count:, 2] = band_dict["upper_limit"][idx] -def _validate_method( - method: Union[str, Dict[str, Union[float, int]]], -) -> Tuple[str, Optional[Union[float, int]]]: + if log_bin_count > 0: + bands[-1, 2] = max_freq + + return bands + + +def _band_power_spectral_density_v3(freq_fft, freq_table): """ - Validates the 'method' parameter and returns the method name and its argument (if any) - for an xarray.core.groupby.DataArrayGroupBy method. + Sums squared sound pressures to determine in-band totals. + The band edges are normally obtained from a call to ``get_band_table``. Parameters ---------- - method : str or dict - The aggregation method to validate. It can be either: - - A string representing one of the supported methods without additional arguments, - e.g., 'mean', 'sum'. - - A dictionary with a single key-value pair where the key is the method name and - the value is its argument, e.g., {'quantile': 0.25}. - - Supported methods are: - - 'all' - - 'any' - - 'assign_coords' (requires coordinate argument) - - 'count' - - 'cumprod' - - 'fillna' - - 'first' - - 'last' - - 'map' (requires custom function argument) - - 'max' - - 'mean' - - 'median' - - 'min' - - 'prod' - - 'quantile' (requires a quantile between 0 and 1) - - 'reduce' (requires custom function argument) - - 'std' - - 'sum' - - 'var' - - 'where' (requires condition argument) + freq_fft : np.ndarray + 1D array of center frequencies produced by the FFT call [Hz]. + freq_table : np.ndarray + Nx3 array of band edges where column 0 is the lower limit [Hz], + column 1 is the center frequency [Hz], and column 2 is the upper + limit [Hz]. Returns ------- - method_name : str - The validated method name in lowercase. - method_arg : float, int, or None - The argument associated with the method, if applicableotherwise, None. - - Raises - ------ - ValueError - - If the method name is not supported. - - If the 'quantile' method is provided without an argument or with an invalid argument. - - If the 'method' dictionary does not contain exactly one key-value pair. - - If 'method' is of an unsupported type. - TypeError - - If the key in the 'method' dictionary is not a string. - - Examples - -------- - >>> _validate_method('mean') - ('mean', None) - - >>> _validate_method({'quantile': 0.75}) - ('quantile', 0.75) - - >>> _validate_method('quantile') - ValueError: The 'quantile' method must be provided as a dictionary with the quantile value, - e.g., {'quantile': 0.25}. - - >>> _validate_method({'quantile': 1.5}) - ValueError: The 'quantile' method must have a float between 0 and 1 as an argument. - - >>> _validate_method({'unsupported_method': None}) - ValueError: Method 'unsupported_method' is not supported. - Supported methods are: - ['median', 'mean', 'min', 'max', 'sum', 'quantile', 'std', 'var', 'count'] + full_pts : dict + Dictionary where keys are band indices and values are arrays of FFT bin + indices that fall fully within the band. + partial_pts : dict + Dictionary where keys are band indices and values are arrays of FFT bin + indices that partially overlap the band. + weights : dict + Dictionary where keys are band indices and values are arrays of weights + for the partial bins, proportional to the fraction of the bin that falls + within the band. + + Notes + ----- + Full bins (entirely within a band) are summed + directly; partial bins (overlapping a band edge) are weighted + proportionally to the fraction of the bin that falls within the band. + The result is then divided by each band's bandwidth to return mean PSD. + + Original code by Bruce Martin, JASCO Applied Sciences, Feb 2020 + + Updated to use FFT-generated frequencies as input to handle time-resolved + spectral processing with a fundamental FFT frequency of 10 Hz by + Brian Polayge, University of Washington, 2025. + + Converted to Python. + Split into two functions to pre-compute bin indices and weights in + ``_band_power_spectral_density_v3``, then compute band averaged PSD + in ``band_mean_power_spectral_density_v2``. + MHKiT Team, June 2026. """ - allowed_methods = [ - "all", - "any", - "assign_coords", - "count", - "cumsum", - "fillna", - "first", - "last", - "map", - "max", - "mean", - "median", - "min", - "prod", - "quantile", - "reduce", - "sum", - "std", - "sum", - "var", - "where", - ] - if not isinstance(method, (str, dict)): - raise TypeError("'method' must be a string or a dictionary.") - if isinstance(method, str): - method_name = method.lower() - if method_name not in allowed_methods: - raise ValueError( - f"Method '{method}' is not supported. Supported methods are: {allowed_methods}" - ) - if method_name == "quantile": - raise ValueError( - "The 'quantile' method must be provided as a dictionary with " - "the quantile value, e.g., {'quantile': 0.25}." - ) - method_arg = None - elif isinstance(method, dict): - if len(method) != 1: - raise ValueError( - "'method' dictionary must contain exactly one key-value pair." - ) - method_name, method_arg = list(method.items())[0] - if not isinstance(method_name, str): - raise TypeError("Key in 'method' dictionary must be a string.") - method_name = method_name.lower() - if method_name not in allowed_methods: - raise ValueError( - f"Method '{method_name}' is not supported. Supported methods are: {allowed_methods}" - ) - if method_name == "quantile": - if not isinstance(method_arg, (float, int)) or not 0 <= method_arg <= 1: - raise ValueError( - "The 'quantile' method must have a float between 0 and 1 as an argument." - ) - else: - raise ValueError( - f"Unsupported method type: {type(method)}. Must be a string or dictionary." + fft_bin_size = freq_fft[1] - freq_fft[0] + + # Pre-compute full and partial bin indices for each band. + # This is band-invariant across time windows, so it is done once. + full_pts = {} + partial_pts = {} + + for j in range(freq_table.shape[0]): + f_lo = freq_table[j, 0] + f_hi = freq_table[j, 2] + + # FFT bins whose extent falls entirely within the frequency band + full_mask = (freq_fft - fft_bin_size / 2 >= f_lo) & ( + freq_fft + fft_bin_size / 2 <= f_hi ) - return method_name, method_arg + full_pts[j] = np.where(full_mask)[0] + # FFT bins that overlap the frequency band at all (full or partial) + overlap_mask = ((freq_fft >= f_lo) & (freq_fft <= f_hi)) | ( + (freq_fft + fft_bin_size / 2 > f_lo) & (freq_fft - fft_bin_size / 2 < f_hi) + ) + + # Partial bins = overlapping minus fully-contained + partial_pts[j] = np.setdiff1d(np.where(overlap_mask)[0], full_pts[j]) + + # Compute fractional weights for partial bins + weights = {} + for j in range(freq_table.shape[0]): + weights[j] = np.zeros(partial_pts[j].size) + + for k, idx in enumerate(partial_pts[j]): + bin_lo = freq_fft[idx] - fft_bin_size / 2 + bin_hi = freq_fft[idx] + fft_bin_size / 2 + + if bin_lo < freq_table[j, 0]: + # Bin extends below the band's lower edge + weights[j][k] = ( + fft_bin_size - (freq_table[j, 0] - bin_lo) + ) / fft_bin_size -def _create_frequency_bands(octave, base, fmin, fmax): + elif bin_hi > freq_table[j, 2]: + # Bin extends above the band's upper edge + weights[j][k] = ( + fft_bin_size - (bin_hi - freq_table[j, 2]) + ) / fft_bin_size + + return full_pts, partial_pts, weights + + +def _band_mean_power_spectral_density_v2( + input_spsd, freq_table, full_pts, partial_pts, weights +): """ - Calculates frequency bands based on the specified octave, minimum and - maximum frequency limits. + Sums squared sound pressures to determine in-band totals, then divides by + the band widths to return mean power spectral density. + The band edges are normally obtained from a call to ``get_band_table`` and + the full and partial bin indices and weights are obtained from a call to + ``band_power_spectral_density_v3``. Parameters ---------- - octave: int - Octave to subdivide spectral density level by. - base : int, optional - Octave base. Set to 2 for the true octave band; set to base 10 for - the decidecade octave band. Default: 2 - fmin : int, optional - Lower frequency band limit (lower limit of the hydrophone). Default is 10 Hz. - fmax : int, optional - Upper frequency band limit (Nyquist frequency). Default is 100,000 Hz. + input_spsd : np.ndarray + 2D array of sound pressure spectral density values with dimensions (time, freq). + freq_table : np.ndarray + Nx3 array of band edges where column 0 is the lower limit [Hz], + column 1 is the center frequency [Hz], and column 2 is the upper + limit [Hz]. + full_pts : dict + Dictionary where keys are band indices and values are arrays of FFT bin + indices that fall fully within the band. + partial_pts : dict + Dictionary where keys are band indices and values are arrays of FFT bin + indices that partially overlap the band. + weights : dict + Dictionary where keys are band indices and values are arrays of weights + for the partial bins, proportional to the fraction of the bin that falls + within the band. Returns ------- - octave_bins: numpy.array - Array of octave bin edges - band: dict(str, numpy.array) - Dictionary containing the frequency band edges and center frequency + out_spsd : np.ndarray + 2D array of band-averaged sound pressure spectral density values with dimensions + (time, band), where 'band' corresponds to the center frequencies in 'freq_table'. + + Notes + ----- + Full bins (entirely within a band) are summed + directly; partial bins (overlapping a band edge) are weighted + proportionally to the fraction of the bin that falls within the band. + The result is then divided by each band's bandwidth to return mean PSD. + + Original code by Bruce Martin, JASCO Applied Sciences, Feb 2020 + + Updated to use FFT-generated frequencies as input to handle time-resolved + spectral processing with a fundamental FFT frequency of 10 Hz by + Brian Polayge, University of Washington, 2025. + + Converted to Python. + Split into two functions to pre-compute bin indices and weights in + ``_band_power_spectral_density_v3``, then compute band averaged PSD + in ``band_mean_power_spectral_density_v2``. + MHKiT Team, June 2026. """ - bandwidth = base ** (1 / octave) - half_bandwidth = base ** (1 / (octave * 2)) + fft_bin_size = input_spsd["freq"].values[1] - input_spsd["freq"].values[0] + input_spsd = input_spsd.values + out_spsd = np.zeros((input_spsd.shape[0], freq_table.shape[0])) + + # Accumulate band-squared pressure; vectorised over the time (row) axis + for j in range(freq_table.shape[0]): + # Contribution from fully-contained FFT bins + if len(full_pts[j]) > 0: + out_spsd[:, j] = np.sum(input_spsd[:, full_pts[j]], axis=1) * fft_bin_size + + # Contribution from partial FFT bins + if len(partial_pts[j]) > 0: + out_spsd[:, j] += ( + np.sum( + input_spsd[:, partial_pts[j]] * weights[j][np.newaxis, :], axis=1 + ) + * fft_bin_size + ) - band = {} - band["center_freq"] = 10 ** np.arange( - np.log10(fmin), - np.log10(fmax * bandwidth), - step=np.log10(bandwidth), - ) - band["lower_limit"] = band["center_freq"] / half_bandwidth - band["upper_limit"] = band["center_freq"] * half_bandwidth - octave_bins = np.append(band["lower_limit"], band["upper_limit"][-1]) + # Take means + band_widths = freq_table[:, 2] - freq_table[:, 0] + out_spsd /= band_widths - return octave_bins, band + return out_spsd -def band_aggregate( - spsdl: xr.DataArray, - octave: Tuple[int, int] = None, - fmin: int = 10, - fmax: int = 100000, - method: Union[str, Dict[str, Union[float, int]]] = "median", +def _convert_to_band_spectral_density( + spsd: xr.DataArray, bands_per_division: int, base: int, use_fft_res_at_bottom: bool ) -> xr.DataArray: """ - Reorganizes spectral density level frequency tensor into - fractional octave bands and applies a function to them. + Convert sound pressure spectral density to banded spectral density based on + the specified base and bands per division. Parameters ---------- - spsdl: xarray.DataArray (time, freq) - Mean square sound pressure spectral density level in dB rel 1 uPa^2/Hz - octave: [int, int] - Octave and octave base to subdivide spectral density level by. Set to - octave base to 2 for the true octave band; set to base 10 for - the decidecade octave band. - Default = [3, 2] (true third octave) - fmin: int - Lower frequency band limit (lower limit of the hydrophone). Default: 10 Hz - fmax: int - Upper frequency band limit (Nyquist frequency). Default: 100000 Hz - method: str or dict - Method to run on the binned data. Can be a string (e.g., "median") or a dict - where the key is the method and the value is its argument (e.g., {"quantile": 0.25}). - Options: [median, mean, min, max, sum, quantile, std, var, count] + spsd: xr.DataArray + DataArray with frequency dimension. + bands_per_division: int + The number of bands to divide the spectrum into per increase by a factor + of 'base'. A base of 2 and "bands_per_division" of 3 results in third + octaves base 2. Base 10 and "bands_per_division" of 1000 results in + millidecades. + base: int + Base for the band levels, generally 10 or 2. + use_fft_res_at_bottom: bool + In some cases, like millidecades, we do not want to have logarithmically + spaced frequency bands across the full spectrum, instead we have the option + to have bands that are equal 'fft_bin_size'. The switch to log spacing is + made at the band that has a bandwidth greater than 'fft_bin_size' and such + that the frequency space between band center frequencies is at least + 'fft_bin_size'. Returns ------- - out: xarray.DataArray (time, freq_bins) - Frequency band-averaged sound pressure spectral density level [dB re 1 uPa^2/Hz] - indexed by time and frequency + xr.DataArray + DataArray with frequency dimension converted to banded spectral density. """ - # Type checks - if not isinstance(spsdl, xr.DataArray): - raise TypeError("'spsdl' must be an xarray.DataArray.") - if octave is None: - octave = [3, 2] - if not isinstance(octave, list) and not isinstance(octave, tuple): - raise TypeError("'octave' must be a list or tuple of two integers.") - for val in octave: - if not isinstance(val, int) or (val <= 0): - raise TypeError("'octave' must contain positive integers.") - _check_numeric(fmin, "fmin") - _check_numeric(fmax, "fmax") - if fmax <= fmin: # also checks that fmax is positive - raise ValueError("'fmax' must be greater than 'fmin'.") - - # Value checks - if ("freq" not in spsdl.dims) or ("time" not in spsdl.dims): - raise ValueError("'spsdl' must have 'time' and 'freq' as dimensions.") - - # Validate method and get method_name and method_arg - method_name, method_arg = _validate_method(method) - - # Check fmax - fn = spsdl["freq"].max().values - fmax = _fmax_warning(fn, fmax) - - octave_bins, band = _create_frequency_bands(octave[0], octave[1], fmin, fmax) - - # Use xarray binning methods - spsdl_group = spsdl.groupby_bins("freq", octave_bins, labels=band["center_freq"]) - - # Handle method being a string or a dict - if isinstance(method, str): - func = getattr(spsdl_group, method.lower()) - out = func() - else: - method_name, method_arg = list(method.items())[0] - func = getattr(spsdl_group, method_name.lower()) - if isinstance(method_arg, (list, tuple)): - out = func(*method_arg) - else: - out = func(method_arg) + # Get bands + bands = _get_band_table( + freq=spsd["freq"].values, + bands_per_division=bands_per_division, + base=base, + use_fft_res_at_bottom=use_fft_res_at_bottom, + ) + full_pts, partial_pts, weights = _band_power_spectral_density_v3( + freq_fft=spsd["freq"].values, + freq_table=bands, + ) + band_spsd = _band_mean_power_spectral_density_v2( + input_spsd=spsd, + freq_table=bands, + full_pts=full_pts, + partial_pts=partial_pts, + weights=weights, + ) + out = xr.DataArray( + band_spsd, + coords={"time": spsd["time"], "freq": bands[:, 1]}, + dims=["time", "freq"], + attrs=spsd.attrs, + ) + + return out - # Update attributes - out.attrs["units"] = spsdl.units +def convert_to_millidecade(spsd: xr.DataArray) -> xr.DataArray: + """Convert sound pressure spectral density to millidecade spacing.""" + + out = _convert_to_band_spectral_density( + spsd=spsd, bands_per_division=1000, base=10, use_fft_res_at_bottom=True + ) return out -def time_aggregate( - spsdl: xr.DataArray, - window: int = 60, - method: Union[str, Dict[str, Union[float, int]]] = "median", +def convert_to_third_octave(spsd: xr.DataArray) -> xr.DataArray: + """Convert sound pressure spectral density to third octave spacing.""" + + out = _convert_to_band_spectral_density( + spsd=spsd, bands_per_division=3, base=2, use_fft_res_at_bottom=False + ) + return out + + +def convert_to_decidecade(spsd: xr.DataArray) -> xr.DataArray: + """Convert sound pressure spectral density to decidecade spacing.""" + + out = _convert_to_band_spectral_density( + spsd=spsd, bands_per_division=10, base=10, use_fft_res_at_bottom=False + ) + return out + + +def convert_to_custom_bands( + spsd: xr.DataArray, + bands_per_division: int, + base: int, + use_fft_res_at_bottom: bool = False, ) -> xr.DataArray: """ - Reorganizes spectral density level frequency tensor into - time windows and applies a function to them. - - If the window length is equivalent to the size of spsdl["time"], - this function is equivalent to spsdl.("time") + Convert sound pressure spectral density to custom band spacing based on specified + parameters. Parameters ---------- - spsdl: xarray.DataArray (time, freq) - Mean square sound pressure spectral density level in dB rel 1 uPa^2/Hz - window: int - Time in seconds to subdivide spectral density level into. Default: 60 s. - method: str or dict - Method to run on the binned data. Can be a string (e.g., "median") or a dict - where the key is the method and the value is its argument (e.g., {"quantile": 0.25}). - Options: [median, mean, min, max, sum, quantile, std, var, count] + spsd (xr.DataArray): DataArray with frequency dimension. + bands_per_division (int): The number of bands to divide the spectrum into + per increase by a factor of 'base'. A base of 2 and + "bands_per_division" of 3 results in third octaves. Base 10 + and "bands_per_division" of 1000 results in millidecades. + base (int): Base for the band levels, generally 10 or 2. + use_fft_res_at_bottom (bool): In some cases, like millidecades, we do not want + to have logarithmically spaced frequency bands across the full + spectrum, instead we have the option to have bands that are equal + 'fft_bin_size'. The switch to log spacing is made at the band that + has a bandwidth greater than 'fft_bin_size' and such that the + frequency space between band center frequencies is at least + 'fft_bin_size'. Returns ------- - out: xarray.DataArray (time_bins, freq) - Time-averaged sound pressure spectral density level [dB re 1 uPa^2/Hz] - indexed by time and frequency + xr.DataArray: DataArray with frequency dimension converted to custom banded spectral + density. """ - # Type checks - if not isinstance(spsdl, xr.DataArray): - raise TypeError("'spsdl' must be an xarray.DataArray.") - if not isinstance(window, int): - raise TypeError("'window' must be an integer.") - if not isinstance(method, (str, dict)): - raise TypeError("'method' must be a string or dictionary.") - if "time" not in spsdl.dims: - raise ValueError("'spsdl' must have 'time' dimension.") - - # Value checks - if window <= 0: - raise ValueError("'window' must be a positive integer.") - - # Ensure 'time' coordinate is of datetime64 dtype - if not np.issubdtype(spsdl["time"].dtype, np.datetime64): - raise TypeError("'spsdl['time']' must be of dtype 'datetime64'.") - - # Validate method and get method_name and method_arg - method_name, method_arg = _validate_method(method) - - window = np.timedelta64(window, "s") - time_bins_lower = np.arange( - spsdl["time"][0].values, spsdl["time"][-1].values, window - ) - time_bins_upper = time_bins_lower + window - time_bins = np.append(time_bins_lower, time_bins_upper[-1]) - center_time = epoch2dt64( - 0.5 * (dt642epoch(time_bins_lower) + dt642epoch(time_bins_upper)) + out = _convert_to_band_spectral_density( + spsd=spsd, + bands_per_division=bands_per_division, + base=base, + use_fft_res_at_bottom=use_fft_res_at_bottom, ) - - # Use xarray binning methods - spsdl_group = spsdl.groupby_bins("time", time_bins, labels=center_time) - - # Handle method being a string or a dict - if isinstance(method, str): - func = getattr(spsdl_group, method.lower()) - out = func() - else: - method_name, method_arg = list(method.items())[0] - func = getattr(spsdl_group, method_name.lower()) - if isinstance(method_arg, (list, tuple)): - out = func(*method_arg) - else: - out = func(method_arg) - - # Update attributes - out.attrs["units"] = spsdl.units - - # Remove 'quantile' coordinate if present - if method == "quantile": - out = out.drop_vars("quantile") - return out diff --git a/mhkit/acoustics/spl.py b/mhkit/acoustics/spl.py index 3be616c9..c553d8db 100644 --- a/mhkit/acoustics/spl.py +++ b/mhkit/acoustics/spl.py @@ -19,7 +19,12 @@ import numpy as np import xarray as xr -from .analysis import _check_numeric, _fmax_warning, _create_frequency_bands +from .analysis import ( + _check_numeric, + _fmax_warning, + _get_band_table, + _band_power_spectral_density_v3, +) def _argument_check(spsd, fmin, fmax): @@ -126,13 +131,7 @@ def sound_pressure_level( return out -def _band_sound_pressure_level( - spsd: xr.DataArray, - octave: int, - base: int = 2, - fmin: int = 10, - fmax: int = 100000, -) -> xr.DataArray: +def _band_sound_pressure_level(spsd: xr.DataArray, octave: int, base: int): """ Calculates band-averaged sound pressure levels from the mean square sound pressure spectral density (SPSD). @@ -145,63 +144,62 @@ def _band_sound_pressure_level( Octave subdivision (1 = full octave, 3 = third-octave, etc.) base: int Octave base subdivision (2 = true octave, 10 = decade octave, etc.) - fmin : int, optional - Lower frequency band limit (lower limit of the hydrophone). - Default is 10 Hz. - fmax : int, optional - Upper frequency band limit (Nyquist frequency). - Default is 100,000 Hz. Returns ------- out: xarray.DataArray (time, freq_bins) Sound pressure level [dB re 1 uPa] indexed by time and frequency of specified bandwidth - """ - # Type checks - if not isinstance(octave, int) or (octave <= 0): - raise TypeError("'octave' must be a positive integer.") - - # Argument checks - fmax = _argument_check(spsd, fmin, fmax) + Notes + ----- + Assumes constant spacing in FFT frequency vector. + """ # Reference value of sound pressure reference = 1e-12 # Pa^2, = 1 uPa^2 + # Frequency vector + freq = spsd["freq"].values + + # Get bands + bands = _get_band_table( + freq=freq, + bands_per_division=octave, + base=base, + use_fft_res_at_bottom=False, + ) + full_pts, partial_pts, weights = _band_power_spectral_density_v3( + freq_fft=freq, freq_table=bands + ) - _, band = _create_frequency_bands(octave, base, fmin, fmax) + input_spsd = spsd.values + out_sp = np.zeros((input_spsd.shape[0], bands.shape[0])) - # Manual trapezoidal rule to get Pa^2 - pressure_squared = xr.DataArray( - coords={"time": spsd["time"], "freq_bins": band["center_freq"]}, - dims=["time", "freq_bins"], - ) - for i, key in enumerate(band["center_freq"]): - # Min and max band limits - band_range = [band["lower_limit"][i], band["upper_limit"][i]] - - # Integrate spectral density by frequency - x = spsd["freq"].sel(freq=slice(*band_range)) - if len(x) < 2: - # Interpolate between band frequencies if width is narrow - bandwidth = band_range[1] / band_range[0] - # Use smaller set of dataset to speed up interpolation - spsd_slc = spsd.sel( - freq=slice( - None, # Only happens at low frequency - band_range[1] * bandwidth * 2, - ) + # Integrate band-squared pressure by frequency; vectorised over the time (row) axis + for j in range(bands.shape[0]): + # Contribution from fully-contained FFT bins + if len(full_pts[j]) > 0: + out_sp[:, j] = np.trapezoid( + input_spsd[:, full_pts[j]], freq[full_pts[j]], axis=1 ) - spsd_slc = spsd_slc.interp(freq=band_range) - x = band_range - else: - spsd_slc = spsd.sel(freq=slice(*band_range)) - pressure_squared.loc[{"freq_bins": key}] = np.trapezoid(spsd_slc, x) + # Contribution from partial FFT bins + if len(partial_pts[j]) > 0: + out_sp[:, j] += np.trapezoid( + input_spsd[:, partial_pts[j]] * weights[j][np.newaxis, :], + dx=freq[1] - freq[0], + axis=1, + ) # Mean square sound pressure level in dB rel 1 uPa - mspl = 10 * np.log10(pressure_squared / reference) - - return mspl + out_spl = xr.DataArray( + 10 * np.log10(out_sp / reference), + coords={ + "time": spsd["time"], + "freq_bins": bands[:, 1], + }, + dims=["time", "freq_bins"], + ) + return out_spl def third_octave_sound_pressure_level( @@ -227,9 +225,13 @@ def third_octave_sound_pressure_level( mspl: xarray.DataArray (time, freq_bins) Sound pressure level [dB re 1 uPa] indexed by time and third octave bands """ + + # Argument checks + fmax = _argument_check(spsd, fmin, fmax) + octave = 3 base = 2 - mspl = _band_sound_pressure_level(spsd, octave, base, fmin, fmax) + mspl = _band_sound_pressure_level(spsd, octave, base) mspl.attrs.update( { "units": "dB re 1 uPa", @@ -238,6 +240,7 @@ def third_octave_sound_pressure_level( } ) + mspl = mspl.sel(freq_bins=slice(fmin, fmax)) return mspl.astype(np.float32) @@ -265,9 +268,12 @@ def decidecade_sound_pressure_level( Sound pressure level [dB re 1 uPa] indexed by time and decidecade bands """ + # Argument checks + fmax = _argument_check(spsd, fmin, fmax) + octave = 10 base = 10 - mspl = _band_sound_pressure_level(spsd, octave, base, fmin, fmax) + mspl = _band_sound_pressure_level(spsd, octave, base) mspl.attrs.update( { "units": "dB re 1 uPa", @@ -276,4 +282,5 @@ def decidecade_sound_pressure_level( } ) + mspl = mspl.sel(freq_bins=slice(fmin, fmax)) return mspl.astype(np.float32) diff --git a/mhkit/acoustics/spsdl.py b/mhkit/acoustics/spsdl.py new file mode 100644 index 00000000..55a73637 --- /dev/null +++ b/mhkit/acoustics/spsdl.py @@ -0,0 +1,462 @@ +""" +1. **Spectral Density Level Calculation**: + + - `sound_pressure_spectral_density_level`: Converts mean square spectral density values to + sound pressure spectral density levels in dB. + +2. **Spectral Density Aggregation**: + + - `band_aggregate`: Aggregates spectral density levels into fractional octave bands using + specified statistical methods (e.g., median, mean). + + - `time_aggregate`: Aggregates spectral density levels into specified time windows using + similar statistical methods. +""" + +import warnings +from typing import Union, Dict, Tuple, Optional +import numpy as np +import xarray as xr + +from mhkit.dolfyn.time import epoch2dt64, dt642epoch +from .analysis import _check_numeric, _fmax_warning, create_frequency_bands + + +def sound_pressure_spectral_density_level(spsd: xr.DataArray) -> xr.DataArray: + """ + Calculates the sound pressure spectral density level from + the mean square sound pressure spectral density. + + Parameters + ---------- + spsd: xarray.DataArray (time, freq) + Mean square sound pressure spectral density in Pa^2/Hz + + Returns + ------- + spsdl: xarray.DataArray (time, freq) + Sound pressure spectral density level [dB re 1 uPa^2/Hz] + indexed by time and frequency + """ + + # Reference value of sound pressure + reference = 1e-12 # Pa^2 to 1 uPa^2 + + # Sound pressure spectral density level from mean square values + lpf = 10 * np.log10(spsd.values / reference) + + spsdl = xr.DataArray( + lpf.astype(np.float32), + coords={"time": spsd["time"], "freq": spsd["freq"]}, + attrs={ + "units": "dB re 1 uPa^2/Hz", + "long_name": "Sound Pressure Spectral Density Level", + "time_resolution": spsd.attrs["bin_length"], + }, + ) + + return spsdl + + +def _validate_method( + method: Union[str, Dict[str, Union[float, int]]], +) -> Tuple[str, Optional[Union[float, int]]]: + """ + Validates the 'method' parameter and returns the method name and its argument (if any) + for an xarray.core.groupby.DataArrayGroupBy method. + + Parameters + ---------- + method : str or dict + The aggregation method to validate. It can be either: + - A string representing one of the supported methods without additional arguments, + e.g., 'mean', 'sum'. + - A dictionary with a single key-value pair where the key is the method name and + the value is its argument, e.g., {'quantile': 0.25}. + + Supported methods are: + - 'all' + - 'any' + - 'assign_coords' (requires coordinate argument) + - 'count' + - 'cumprod' + - 'fillna' + - 'first' + - 'last' + - 'map' (requires custom function argument) + - 'max' + - 'mean' + - 'median' + - 'min' + - 'prod' + - 'quantile' (requires a quantile between 0 and 1) + - 'reduce' (requires custom function argument) + - 'std' + - 'sum' + - 'var' + - 'where' (requires condition argument) + + Returns + ------- + method_name : str + The validated method name in lowercase. + method_arg : float, int, or None + The argument associated with the method, if applicableotherwise, None. + + Raises + ------ + ValueError + - If the method name is not supported. + - If the 'quantile' method is provided without an argument or with an invalid argument. + - If the 'method' dictionary does not contain exactly one key-value pair. + - If 'method' is of an unsupported type. + TypeError + - If the key in the 'method' dictionary is not a string. + + Examples + -------- + >>> _validate_method('mean') + ('mean', None) + + >>> _validate_method({'quantile': 0.75}) + ('quantile', 0.75) + + >>> _validate_method('quantile') + ValueError: The 'quantile' method must be provided as a dictionary with the quantile value, + e.g., {'quantile': 0.25}. + + >>> _validate_method({'quantile': 1.5}) + ValueError: The 'quantile' method must have a float between 0 and 1 as an argument. + + >>> _validate_method({'unsupported_method': None}) + ValueError: Method 'unsupported_method' is not supported. + Supported methods are: + ['median', 'mean', 'min', 'max', 'sum', 'quantile', 'std', 'var', 'count'] + """ + + allowed_methods = [ + "all", + "any", + "assign_coords", + "count", + "cumsum", + "fillna", + "first", + "last", + "map", + "max", + "mean", + "median", + "min", + "prod", + "quantile", + "reduce", + "sum", + "std", + "sum", + "var", + "where", + ] + if not isinstance(method, (str, dict)): + raise TypeError("'method' must be a string or a dictionary.") + if isinstance(method, str): + method_name = method.lower() + if method_name not in allowed_methods: + raise ValueError( + f"Method '{method}' is not supported. Supported methods are: {allowed_methods}" + ) + if method_name == "quantile": + raise ValueError( + "The 'quantile' method must be provided as a dictionary with " + "the quantile value, e.g., {'quantile': 0.25}." + ) + method_arg = None + elif isinstance(method, dict): + if len(method) != 1: + raise ValueError( + "'method' dictionary must contain exactly one key-value pair." + ) + method_name, method_arg = list(method.items())[0] + if not isinstance(method_name, str): + raise TypeError("Key in 'method' dictionary must be a string.") + method_name = method_name.lower() + if method_name not in allowed_methods: + raise ValueError( + f"Method '{method_name}' is not supported. Supported methods are: {allowed_methods}" + ) + if method_name == "quantile": + if not isinstance(method_arg, (float, int)) or not 0 <= method_arg <= 1: + raise ValueError( + "The 'quantile' method must have a float between 0 and 1 as an argument." + ) + else: + raise ValueError( + f"Unsupported method type: {type(method)}. Must be a string or dictionary." + ) + return method_name, method_arg + + +def band_aggregate( + spsdl: xr.DataArray, + octave: Tuple[int, int] = None, + fmin: int = 10, + fmax: int = 100000, + method: Union[str, Dict[str, Union[float, int]]] = "median", +) -> xr.DataArray: + """ + Deprecated. Reorganizes spectral density level frequency tensor into + fractional octave bands and applies a function to them. + + Parameters + ---------- + spsdl: xarray.DataArray (time, freq) + Mean square sound pressure spectral density level in dB rel 1 uPa^2/Hz + octave: [int, int] + Octave and octave base to subdivide spectral density level by. Set to + octave base to 2 for the true octave band; set to base 10 for + the decidecade octave band. + Default = [3, 2] (true third octave) + fmin: int + Lower frequency band limit (lower limit of the hydrophone). Default: 10 Hz + fmax: int + Upper frequency band limit (Nyquist frequency). Default: 100000 Hz + method: str or dict + Method to run on the binned data. Can be a string (e.g., "median") or a dict + where the key is the method and the value is its argument (e.g., {"quantile": 0.25}). + Options: [median, mean, min, max, sum, quantile, std, var, count] + + Returns + ------- + out: xarray.DataArray (time, freq_bins) + Frequency band-averaged sound pressure spectral density level [dB re 1 uPa^2/Hz] + indexed by time and frequency + """ + warnings.warn( + "The 'band_aggregate' function is deprecated and will be removed in a future release. " + "Please use one of the following alternatives instead to convert the SPSD to the \n" + "appropriate band before calculating the SPSDL using \n" + "'sound_pressure_spectral_density_level':\n" + "- For third octaves, use 'mhkit.acoustics.convert_to_third_octave' function.\n" + "- For decidecades, use 'mhkit.acoustics.convert_to_decidecade' function.\n" + "- For millidecades, use 'mhkit.acoustics.convert_to_millidecade' function.\n" + "- For custom band aggregation, use 'mhkit.acoustics.convert_to_custom_bands.'\n", + DeprecationWarning, + stacklevel=2, + ) + + # Type checks + if not isinstance(spsdl, xr.DataArray): + raise TypeError("'spsdl' must be an xarray.DataArray.") + if octave is None: + octave = [3, 2] + if not isinstance(octave, list) and not isinstance(octave, tuple): + raise TypeError("'octave' must be a list or tuple of two integers.") + for val in octave: + if not isinstance(val, int) or (val <= 0): + raise TypeError("'octave' must contain positive integers.") + _check_numeric(fmin, "fmin") + _check_numeric(fmax, "fmax") + if fmax <= fmin: # also checks that fmax is positive + raise ValueError("'fmax' must be greater than 'fmin'.") + + # Value checks + if ("freq" not in spsdl.dims) or ("time" not in spsdl.dims): + raise ValueError("'spsdl' must have 'time' and 'freq' as dimensions.") + + # Validate method and get method_name and method_arg + method_name, method_arg = _validate_method(method) + + # Check fmax + fn = spsdl["freq"].max().values + fmax = _fmax_warning(fn, fmax) + + octave_bins, band = create_frequency_bands(octave[0], octave[1], fmin, fmax) + + # Use xarray binning methods + spsdl_group = spsdl.groupby_bins("freq", octave_bins, labels=band["center_freq"]) + + # Handle method being a string or a dict + if isinstance(method, str): + func = getattr(spsdl_group, method.lower()) + out = func() + else: + method_name, method_arg = list(method.items())[0] + func = getattr(spsdl_group, method_name.lower()) + if isinstance(method_arg, (list, tuple)): + out = func(*method_arg) + else: + out = func(method_arg) + + # Update attributes + out.attrs["units"] = spsdl.units + + return out + + +def time_aggregate( + spsdl: xr.DataArray, + window: int = 60, + method: Union[str, Dict[str, Union[float, int]]] = "median", +) -> xr.DataArray: + """ + Deprecated. Reorganizes spectral density level frequency tensor into + time windows and applies a function to them. + + If the window length is equivalent to the size of spsdl["time"], + this function is equivalent to spsdl.("time") + + Parameters + ---------- + spsdl: xarray.DataArray (time, freq) + Mean square sound pressure spectral density level in dB rel 1 uPa^2/Hz + window: int + Time in seconds to subdivide spectral density level into. Default: 60 s. + method: str or dict + Method to run on the binned data. Can be a string (e.g., "median") or a dict + where the key is the method and the value is its argument (e.g., {"quantile": 0.25}). + Options: [median, mean, min, max, sum, quantile, std, var, count] + + Returns + ------- + out: xarray.DataArray (time_bins, freq) + Time-averaged sound pressure spectral density level [dB re 1 uPa^2/Hz] + indexed by time and frequency + """ + warnings.warn( + "The 'time_aggregate' function is deprecated and will be removed in a future release. " + "Please use one of the following alternatives instead to convert the SPSD to the \n" + "appropriate time-aggregated form before calculating the SPSDL using \n" + "'sound_pressure_spectral_density_level':\n" + "- For time-averaged SPSDLs, use the 'mhkit.acoustics.time_average' function.\n" + "- For time-summed SPSDLs, use the 'mhkit.acoustics.time_summation' function.\n" + "If you are using this function for a different purpose, please reach out to the MHKiT \n" + "developers to discuss how we can support your use case with a more specific function.\n", + DeprecationWarning, + stacklevel=2, + ) + + # Type checks + if not isinstance(spsdl, xr.DataArray): + raise TypeError("'spsdl' must be an xarray.DataArray.") + if not isinstance(window, int): + raise TypeError("'window' must be an integer.") + if not isinstance(method, (str, dict)): + raise TypeError("'method' must be a string or dictionary.") + if "time" not in spsdl.dims: + raise ValueError("'spsdl' must have 'time' dimension.") + + # Value checks + if window <= 0: + raise ValueError("'window' must be a positive integer.") + + # Ensure 'time' coordinate is of datetime64 dtype + if not np.issubdtype(spsdl["time"].dtype, np.datetime64): + raise TypeError("'spsdl['time']' must be of dtype 'datetime64'.") + + # Validate method and get method_name and method_arg + method_name, method_arg = _validate_method(method) + + window = np.timedelta64(window, "s") + time_bins_lower = np.arange( + spsdl["time"][0].values, spsdl["time"][-1].values, window + ) + time_bins_upper = time_bins_lower + window + time_bins = np.append(time_bins_lower, time_bins_upper[-1]) + center_time = epoch2dt64( + 0.5 * (dt642epoch(time_bins_lower) + dt642epoch(time_bins_upper)) + ) + + # Use xarray binning methods + spsdl_group = spsdl.groupby_bins("time", time_bins, labels=center_time) + + # Handle method being a string or a dict + if isinstance(method, str): + func = getattr(spsdl_group, method.lower()) + out = func() + else: + method_name, method_arg = list(method.items())[0] + func = getattr(spsdl_group, method_name.lower()) + if isinstance(method_arg, (list, tuple)): + out = func(*method_arg) + else: + out = func(method_arg) + + # Update attributes + out.attrs["units"] = spsdl.units + + # Remove 'quantile' coordinate if present + if method == "quantile": + out = out.drop_vars("quantile") + + return out + + +def time_average(spsdl, window): + """ + Reorganizes spectral density level frequency tensor into time windows and takes the + spectral average of all of the inputs along the time dimension. This is effectively + time-averaging the original SPSDs. + Note: 'window' must be larger than the original 'bin_length' of the SPSD + + Parameters + ---------- + spsdl: xarray.DataArray + Sound pressure spectral density level with dimensions (time, freq) + window: int + Time in seconds to group spectral density level into. + + Returns + ------- + xarray.DataArray + Time-averaged sound pressure spectral density level [dB re 1 uPa^2/Hz] indexed + by time and frequency + """ + + def spectral_average(x): + # Convert value in decibels to absolute magnitude, still relevant to original units + magnitude = 10 ** (x / 10) + # Sum energy in each time bin + summed_magnitude = magnitude.sum("time") + # Take average + average_magnitude = summed_magnitude / magnitude["time"].size + # Convert back to decibels + result = 10 * np.log10(average_magnitude) + + return result + + return time_aggregate(spsdl, window, method={"map": spectral_average}) + + +def time_summation(spsdl, window): + """ + Reorganizes spectral density level frequency tensor into time windows and takes the + spectral sum of each window. This is the equivalent of recalculating the SPSD using + `mhkit.acoustics.sound_presssure_spectral_density` with 'bin_length=window' instead + of the original 'bin_length'. + Note: 'window' must be larger than the original 'bin_length' of the SPSD + + Parameters + ---------- + spsdl: xarray.DataArray + Sound pressure spectral density level with dimensions (time, freq) + window: int + Time in seconds to group spectral density level into. + + Returns + ------- + xarray.DataArray + Time-summed sound pressure spectral density level [dB re 1 uPa^2/Hz] indexed + by time and frequency + """ + + def spectral_sum(x): + # Convert value in decibels to absolute magnitude, still relevant to original units + magnitude = 10 ** (x / 10) + # Sum energy in each time bin + summed_magnitude = magnitude.sum("time") + # Convert back to decibels + result = 10 * np.log10(summed_magnitude) + + return result + + return time_aggregate(spsdl, window, method={"map": spectral_sum}) diff --git a/mhkit/tests/acoustics/test_analysis.py b/mhkit/tests/acoustics/test_analysis.py index b60f5f91..2e78e6ad 100644 --- a/mhkit/tests/acoustics/test_analysis.py +++ b/mhkit/tests/acoustics/test_analysis.py @@ -6,7 +6,6 @@ import mhkit.acoustics as acoustics - testdir = dirname(abspath(__file__)) plotdir = join(testdir, "plots") isdir = os.path.isdir(plotdir) @@ -26,6 +25,46 @@ def setUpClass(self): def tearDownClass(self): pass + def test_frequency_bands(self): + _, third_octaves = acoustics.create_frequency_bands(3, 2, fmin=1, fmax=48000) + _, decidecades = acoustics.create_frequency_bands(10, 10, fmin=1, fmax=48000) + millidecades = acoustics.analysis._get_band_table( + self.spsd["freq"][:460].values, + bands_per_division=1000, + base=10, + use_fft_res_at_bottom=True, + )[:, 1] + + cd_third_octaves_head = np.array( + [1.0, 1.25992105, 1.58740105, 2.0, 2.5198421, 3.1748021, 4.0] + ) + cd_third_octaves_tail = np.array( + [16384.0, 20642.54648148, 26007.97883545, 32768.0, 41285.09296296] + ) + cd_decidecades_head = np.array( + [1.0, 1.25892541, 1.58489319, 1.99526231, 2.51188643, 3.16227766] + ) + cd_decidecades_tail = np.array( + [19952.62314969, 25118.8643151, 31622.77660168, 39810.71705535] + ) + cd_millidecades = np.array( + [454.0, 455.0, 456.03691595, 457.08818961, 458.14188671, 459.19801284] + ) + + np.testing.assert_allclose( + third_octaves["center_freq"][:7], cd_third_octaves_head, atol=1e-5 + ) + np.testing.assert_allclose( + third_octaves["center_freq"][-5:], cd_third_octaves_tail, atol=1e-5 + ) + np.testing.assert_allclose( + decidecades["center_freq"][:6], cd_decidecades_head, atol=1e-5 + ) + np.testing.assert_allclose( + decidecades["center_freq"][-4:], cd_decidecades_tail, atol=1e-5 + ) + np.testing.assert_allclose(millidecades[-6:], cd_millidecades, atol=1e-5) + def test_sound_pressure_spectral_density(self): """ Test sound pressure spectral density calculation. @@ -135,7 +174,7 @@ def test_spsdl(self): td_spsdl["time"].head().astype("int64"), cc.astype("int64"), atol=1 ) - def test_averaging(self): + def test_averaging_deprecated(self): td_spsdl = acoustics.sound_pressure_spectral_density_level(self.spsd) # Frequency average into # octave bands @@ -197,6 +236,95 @@ def test_averaging(self): td_spsdl_50["time_bins"].head().astype("int64"), cc.astype("int64"), atol=1 ) + def test_averaging(self): + # Third Octaves + third_octave_spsd = acoustics.convert_to_third_octave(self.spsd) + td_spsdl_to = acoustics.sound_pressure_spectral_density_level(third_octave_spsd) + # Decidecades + decidecade_spsd = acoustics.convert_to_decidecade(self.spsd) + td_spsdl_dd = acoustics.sound_pressure_spectral_density_level(decidecade_spsd) + # Millidecades + millidecade_spsd = acoustics.convert_to_millidecade(self.spsd) + td_spsdl_md = acoustics.sound_pressure_spectral_density_level(millidecade_spsd) + + # Time average into 30 s bins + lbin = 30 + td_spsdl_avg = acoustics.time_average(td_spsdl_to, lbin) + td_spsdl_sum = acoustics.time_summation(td_spsdl_to, lbin) + + cd_spsdl_dd = np.array( + [ + [65.93822, 62.86854, 60.797012, 62.410725, 60.77913], + [68.95052, 65.88085, 63.982758, 65.66743, 61.178196], + [59.101044, 56.03137, 63.76194, 66.764084, 67.23888], + [52.0443, 48.974625, 46.74791, 48.29464, 53.098785], + [56.053894, 52.98422, 57.43947, 60.282322, 57.38807], + ] + ) + cd_spsdl_md_head = np.array( + [ + [61.725582, 60.458782, 61.02544, 62.104874, 53.694523], + [64.73789, 63.71548, 56.60307, 55.591457, 65.14299], + [54.88841, 64.81213, 68.54643, 66.962105, 57.269337], + [47.831665, 46.342693, 55.266895, 59.975372, 62.875645], + [51.84126, 58.33038, 56.425198, 55.835743, 55.486942], + ] + ) + cd_spsdl_md_tail = np.array( + [ + [33.43558, 44.184784, 33.868732, 34.39551, 34.410404], + [33.27611, 45.362965, 33.23099, 34.436787, 36.571167], + [33.29176, 45.027763, 34.02678, 35.329945, 36.35523], + [33.95818, 44.993164, 34.119263, 34.288776, 35.93025], + [34.140266, 45.39091, 33.197502, 34.189434, 35.96681], + ] + ) + + cc = np.array( + [ + "2023-02-04T15:05:23.49998", + "2023-02-04T15:05:53.49998", + "2023-02-04T15:06:23.49998", + "2023-02-04T15:06:53.49998", + "2023-02-04T15:07:23.49998", + ], + dtype="datetime64[ns]", + ) + cd_spsdl_avg = np.array( + [ + [62.4551, 59.374382, 58.97122, 61.07321, 59.783104], + [61.14534, 58.064617, 57.62369, 59.71631, 59.29018], + [62.43891, 59.358192, 59.07586, 61.207146, 60.29722], + [61.163094, 58.08237, 59.036198, 61.416603, 60.38328], + [62.242744, 59.162025, 57.95079, 59.82794, 58.536304], + ] + ) + cd_spsdl_sum = np.array( + [ + [77.22632, 74.14559, 73.74243, 75.84442, 74.55432], + [75.91655, 72.83583, 72.394905, 74.487526, 74.06139], + [77.21013, 74.1294, 73.84707, 75.97836, 75.06843], + [75.9343, 72.853584, 73.80741, 76.18781, 75.154495], + [77.01396, 73.93324, 72.72201, 74.59916, 73.30752], + ] + ) + + np.testing.assert_allclose(td_spsdl_dd.head().values, cd_spsdl_dd, atol=1e-5) + np.testing.assert_allclose( + td_spsdl_md.head().values, cd_spsdl_md_head, atol=1e-5 + ) + np.testing.assert_allclose( + td_spsdl_md.tail().values, cd_spsdl_md_tail, atol=1e-5 + ) + np.testing.assert_allclose(td_spsdl_avg.head().values, cd_spsdl_avg, atol=1e-5) + np.testing.assert_allclose( + td_spsdl_avg["time_bins"].head().astype("int64"), cc.astype("int64"), atol=1 + ) + np.testing.assert_allclose(td_spsdl_sum.head().values, cd_spsdl_sum, atol=1e-5) + np.testing.assert_allclose( + td_spsdl_sum["time_bins"].head().astype("int64"), cc.astype("int64"), atol=1 + ) + def test_fmax_warning(self): """ Test that fmax warning adjusts the maximum frequency if necessary. @@ -224,7 +352,7 @@ def test_validate_method(self): """ Test the validation of the 'method' parameter in band_aggregate or time_aggregate. """ - from mhkit.acoustics.analysis import _validate_method + from mhkit.acoustics.spsdl import _validate_method # Valid method string method_name, method_arg = _validate_method("median") diff --git a/mhkit/tests/acoustics/test_metrics.py b/mhkit/tests/acoustics/test_metrics.py index b41085f0..5c262fd6 100644 --- a/mhkit/tests/acoustics/test_metrics.py +++ b/mhkit/tests/acoustics/test_metrics.py @@ -6,7 +6,6 @@ import mhkit.acoustics as acoustics - testdir = dirname(abspath(__file__)) plotdir = join(testdir, "plots") isdir = os.path.isdir(plotdir) @@ -60,50 +59,54 @@ def test_spl(self): ) cd_spl10_head = np.array( [ - [68.88561, 75.65294, 68.29522, 75.80323, 82.53724], - [62.806908, 69.76993, 62.64113, 73.26091, 83.27883], - [71.73166, 68.541534, 68.056076, 75.438034, 84.268715], - [70.84345, 68.65471, 63.4681, 72.818085, 77.38771], - [69.23148, 74.04387, 64.49707, 74.146164, 79.52727], + [63.707756, 73.40367, 71.83326, 74.295204, 82.49378], + [61.048367, 68.54169, 63.2604, 71.18353, 82.87061], + [67.130325, 69.02487, 69.4047, 74.431915, 83.363075], + [66.81117, 68.42907, 65.77348, 71.172745, 75.995766], + [66.638435, 73.6602, 65.55014, 72.049995, 79.03914], ] ) cd_spl10_freq_tail = np.array( - [19952.62315, 25118.864315, 31622.776602, 39810.717055, 50118.723363] + [15848.931925, 19952.62315, 25118.864315, 31622.776602, 39810.717055] ) cd_spl10_tail = np.array( [ - [80.50317, 80.87118, 83.18715, 81.44459, 73.96579], - [81.933586, 81.51899, 83.47768, 81.85002, 74.25242], - [81.261314, 81.41166, 83.528534, 81.81753, 74.15244], - [81.70521, 81.42419, 83.45481, 81.4712, 73.85561], - [80.90549, 81.397545, 83.36795, 81.5738, 74.3497], + [82.50739, 80.50211, 80.871185, 83.187004, 82.15865], + [83.363846, 81.93087, 81.5197, 83.476814, 82.54627], + [83.13403, 81.25866, 81.41169, 83.52817, 82.50404], + [83.35105, 81.70449, 81.42432, 83.45459, 82.16487], + [83.0968, 80.904686, 81.39755, 83.36778, 82.327], ] ) - cd_spl3_freq_head = np.array([10.0, 12.59921, 15.874011, 20.0, 25.198421]) + cd_spl3_freq_head = np.array([10.079368, 12.699208, 16.0, 20.158737, 25.398417]) cd_spl3_head = np.array( [ - [68.88561, 75.65294, 68.29522, 75.80323, 82.53724], - [62.806908, 69.76993, 62.64113, 73.26091, 83.27883], - [71.73166, 68.541534, 68.056076, 75.438034, 84.268715], - [70.84345, 68.65471, 63.4681, 72.818085, 77.38771], - [69.23148, 74.04387, 64.49707, 74.146164, 79.52727], + [63.88229, 73.85718, 71.21643, 75.30319, 82.05813], + [61.557175, 68.491905, 63.157738, 73.00873, 83.248314], + [67.5524, 68.75996, 69.92572, 74.80283, 84.11074], + [67.03263, 68.281166, 66.243065, 72.29833, 77.29135], + [67.13636, 73.57136, 65.761345, 73.54653, 79.427895], ] ) cd_spl3_freq_tail = np.array( - [20480.0, 25803.183102, 32509.973544, 40960.0, 51606.366204] + [16384.0, 20642.546481, 26007.978835, 32768.0, 41285.092963] ) cd_spl3_tail = np.array( [ - [80.37833, 81.21788, 83.5725, 80.37073, 72.06452], - [81.848434, 81.772064, 83.928505, 80.70311, 72.164345], - [81.13474, 81.67803, 83.96902, 80.6636, 72.07929], - [81.532005, 81.694954, 83.796875, 80.38368, 71.94872], - [80.70353, 81.6905, 83.76083, 80.53248, 72.248276], + [82.13845, 80.43939, 81.25442, 83.51936, 80.834045], + [83.07329, 81.89704, 81.748245, 83.87166, 81.16063], + [82.843, 81.24031, 81.632744, 83.92745, 81.09888], + [83.10067, 81.60538, 81.68111, 83.73491, 80.842834], + [82.74249, 80.793686, 81.695526, 83.699776, 81.01264], ] ) np.testing.assert_allclose(td_spl.head().values, cd_spl_head, atol=1e-6) np.testing.assert_allclose(td_spl.tail().values, cd_spl_tail, atol=1e-6) + np.testing.assert_allclose( + td_spl["time"].head().astype("int64"), cc.astype("int64"), atol=1 + ) + np.testing.assert_allclose( td_spl10["freq_bins"].head().values, cd_spl10_freq_head, atol=1e-6 ) @@ -112,6 +115,7 @@ def test_spl(self): td_spl10["freq_bins"].tail().values, cd_spl10_freq_tail, atol=1e-6 ) np.testing.assert_allclose(td_spl10.tail().values, cd_spl10_tail, atol=1e-6) + np.testing.assert_allclose( td_spl3["freq_bins"].head().values, cd_spl3_freq_head, atol=1e-6 ) @@ -120,9 +124,6 @@ def test_spl(self): td_spl3["freq_bins"].tail().values, cd_spl3_freq_tail, atol=1e-6 ) np.testing.assert_allclose(td_spl3.tail().values, cd_spl3_tail, atol=1e-6) - np.testing.assert_allclose( - td_spl["time"].head().astype("int64"), cc.astype("int64"), atol=1 - ) def test_nmfs_weighting(self): freq = self.spsd["freq"]